Starting MWB2REDU script,..

  0%|          | 0/3150 [00:00<?, ?it/s]
  0%|          | 3/3150 [00:00<02:07, 24.75it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  0%|          | 6/3150 [00:08<1:25:09,  1.63s/it]Processing  ST000209
No raw data detected. Ignoring ST000209
Processing  ST001140
No raw data detected. Ignoring ST001140
Processing  ST000657
No raw data detected. Ignoring ST000657
Processing  ST001702
Initiating REDU-table generation for AN002773
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
259461 mouse heart
160329dngsa01_3.cdf
259461 mouse heart
160329dngsa02_3.cdf
259461 mouse heart
160329dngsa03_2.cdf
259461 mouse heart
160329dngsa04_2.cdf
259461 mouse heart
160329dngsa05_2.cdf
259461 mouse heart
160329dngsa06_2.cdf
259461 mouse heart
160329dngsa07_2.cdf
259461 mouse heart
160329dngsa08_2.cdf
259461 mouse heart
160329dngsa09_2.cdf
259461 mouse heart
160329dngsa10_2.cdf
259461 mouse heart
160329dngsa11_3.cdf
259461 mouse heart
160329dngsa12_2.cdf
259461 mouse heart
160329dngsa13_2.cdf
259461 mouse heart
160329dngsa14_2.cdf
259461 mouse heart
160329dngsa15_2.cdf
259461 mouse heart
160329dngsa16_2.cdf
259461 mouse heart
160329dngsa17_2.cdf
259461 mouse heart
160329dngsa18_2.cdf
259461 mouse heart
160329dngsa19_2.cdf
259461 mouse heart
160329dngsa20_2.cdf
259461 mouse heart
160329dngsa21_3.cdf
259461 mouse heart
160329dngsa22_2.cdf
259461 mouse heart
160329dngsa23_2.cdf
259461 mouse heart
160329dngsa24_2.cdf
259461 mouse heart
160329dngsa25_1.cdf
259461 mouse heart
160329dngsa26_1.cdf
259461 mouse heart
160329dngsa27_2.cdf
259461 mouse heart
160329dngsa28_1.cdf
259461 mouse heart
160329dngsa29_1.cdf
259461 mouse heart
160329dngsa30_2.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002855
Initiating REDU-table generation for AN004677
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
S19208.mzXML
S19209.mzXML
S19210.mzXML
S19211.mzXML
S19212.mzXML
S19213.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002875
Initiating REDU-table generation for AN004712
Rest length is 4
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LAT1-4F2hc_WT_1.mzML
LAT1-4F2hc_WT_2.mzML
LAT1-4F2hc_WT_delipidated_1.mzML
LAT1-4F2hc_WT_delipidated_2.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 4 rows!
Extracted information for 4 samples.
Processing  ST002521
Initiating REDU-table generation for AN004153
Rest length is 426
raw file key found.
Initiating REDU-table generation for AN004154
Rest length is 426
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Human OC data cancer vs other
Data Submission_negative
B1.raw
Human OC data cancer vs other
Data Submission_negative
B2.raw
Human OC data cancer vs other
Data Submission_negative
B3.raw
Human OC data cancer vs other
Data Submission_negative
BOT1.raw
Human OC data cancer vs other
Data Submission_negative
BOT10.raw
Human OC data cancer vs other
Data Submission_negative
BOT11.raw
Human OC data cancer vs other
Data Submission_negative
BOT12.raw
Human OC data cancer vs other
Data Submission_negative
BOT13.raw
Human OC data cancer vs other
Data Submission_negative
BOT14.raw
Human OC data cancer vs other
Data Submission_negative
BOT15.raw
Human OC data cancer vs other
Data Submission_negative
BOT16.raw
Human OC data cancer vs other
Data Submission_negative
BOT17.raw
Human OC data cancer vs other
Data Submission_negative
BOT18.raw
Human OC data cancer vs other
Data Submission_negative
BOT19.raw
Human OC data cancer vs other
Data Submission_negative
BOT2.raw
Human OC data cancer vs other
Data Submission_negative
BOT20.raw
Human OC data cancer vs other
Data Submission_negative
BOT21.raw
Human OC data cancer vs other
Data Submission_negative
BOT22.raw
Human OC data cancer vs other
Data Submission_negative
BOT23.raw
Human OC data cancer vs other
Data Submission_negative
BOT24.raw
Human OC data cancer vs other
Data Submission_negative
BOT25.raw
Human OC data cancer vs other
Data Submission_negative
BOT26.raw
Human OC data cancer vs other
Data Submission_negative
BOT27.raw
Human OC data cancer vs other
Data Submission_negative
BOT28.raw
Human OC data cancer vs other
Data Submission_negative
BOT29.raw
Human OC data cancer vs other
Data Submission_negative
BOT3.raw
Human OC data cancer vs other
Data Submission_negative
BOT30.raw
Human OC data cancer vs other
Data Submission_negative
BOT31.raw
Human OC data cancer vs other
Data Submission_negative
BOT32.raw
Human OC data cancer vs other
Data Submission_negative
BOT33.raw
Human OC data cancer vs other
Data Submission_negative
BOT34.raw
Human OC data cancer vs other
Data Submission_negative
BOT35.raw
Human OC data cancer vs other
Data Submission_negative
BOT36.raw
Human OC data cancer vs other
Data Submission_negative
BOT37.raw
Human OC data cancer vs other
Data Submission_negative
BOT38.raw
Human OC data cancer vs other
Data Submission_negative
BOT39.raw
Human OC data cancer vs other
Data Submission_negative
BOT4.raw
Human OC data cancer vs other
Data Submission_negative
BOT40.raw
Human OC data cancer vs other
Data Submission_negative
BOT41.raw
Human OC data cancer vs other
Data Submission_negative
BOT42.raw
Human OC data cancer vs other
Data Submission_negative
BOT43.raw
Human OC data cancer vs other
Data Submission_negative
BOT44.raw
Human OC data cancer vs other
Data Submission_negative
BOT45.raw
Human OC data cancer vs other
Data Submission_negative
BOT46.raw
Human OC data cancer vs other
Data Submission_negative
BOT47.raw
Human OC data cancer vs other
Data Submission_negative
BOT48.raw
Human OC data cancer vs other
Data Submission_negative
BOT49.raw
Human OC data cancer vs other
Data Submission_negative
BOT5.raw
Human OC data cancer vs other
Data Submission_negative
BOT50.raw
Human OC data cancer vs other
Data Submission_negative
BOT51.raw
Human OC data cancer vs other
Data Submission_negative
BOT52.raw
Human OC data cancer vs other
Data Submission_negative
BOT53.raw
Human OC data cancer vs other
Data Submission_negative
BOT54.raw
Human OC data cancer vs other
Data Submission_negative
BOT55.raw
Human OC data cancer vs other
Data Submission_negative
BOT56.raw
Human OC data cancer vs other
Data Submission_negative
BOT57.raw
Human OC data cancer vs other
Data Submission_negative
BOT58.raw
Human OC data cancer vs other
Data Submission_negative
BOT59.raw
Human OC data cancer vs other
Data Submission_negative
BOT6.raw
Human OC data cancer vs other
Data Submission_negative
BOT7.raw
Human OC data cancer vs other
Data Submission_negative
BOT8.raw
Human OC data cancer vs other
Data Submission_negative
BOT9.raw
Human OC data cancer vs other
Data Submission_negative
BUT1.raw
Human OC data cancer vs other
Data Submission_negative
BUT10.raw
Human OC data cancer vs other
Data Submission_negative
BUT11.raw
Human OC data cancer vs other
Data Submission_negative
BUT12.raw
Human OC data cancer vs other
Data Submission_negative
BUT13.raw
Human OC data cancer vs other
Data Submission_negative
BUT14.raw
Human OC data cancer vs other
Data Submission_negative
BUT15.raw
Human OC data cancer vs other
Data Submission_negative
BUT16.raw
Human OC data cancer vs other
Data Submission_negative
BUT17.raw
Human OC data cancer vs other
Data Submission_negative
BUT18.raw
Human OC data cancer vs other
Data Submission_negative
BUT19.raw
Human OC data cancer vs other
Data Submission_negative
BUT2.raw
Human OC data cancer vs other
Data Submission_negative
BUT20.raw
Human OC data cancer vs other
Data Submission_negative
BUT21.raw
Human OC data cancer vs other
Data Submission_negative
BUT22.raw
Human OC data cancer vs other
Data Submission_negative
BUT23.raw
Human OC data cancer vs other
Data Submission_negative
BUT24.raw
Human OC data cancer vs other
Data Submission_negative
BUT25.raw
Human OC data cancer vs other
Data Submission_negative
BUT26.raw
Human OC data cancer vs other
Data Submission_negative
BUT27.raw
Human OC data cancer vs other
Data Submission_negative
BUT28.raw
Human OC data cancer vs other
Data Submission_negative
BUT29.raw
Human OC data cancer vs other
Data Submission_negative
BUT3.raw
Human OC data cancer vs other
Data Submission_negative
BUT30.raw
Human OC data cancer vs other
Data Submission_negative
BUT31.raw
Human OC data cancer vs other
Data Submission_negative
BUT4.raw
Human OC data cancer vs other
Data Submission_negative
BUT5.raw
Human OC data cancer vs other
Data Submission_negative
BUT6.raw
Human OC data cancer vs other
Data Submission_negative
BUT7.raw
Human OC data cancer vs other
Data Submission_negative
BUT8.raw
Human OC data cancer vs other
Data Submission_negative
BUT9.raw
Human OC data cancer vs other
Data Submission_negative
CC1.raw
Human OC data cancer vs other
Data Submission_negative
CC10.raw
Human OC data cancer vs other
Data Submission_negative
CC11.raw
Human OC data cancer vs other
Data Submission_negative
CC12.raw
Human OC data cancer vs other
Data Submission_negative
CC13.raw
Human OC data cancer vs other
Data Submission_negative
CC14.raw
Human OC data cancer vs other
Data Submission_negative
CC15.raw
Human OC data cancer vs other
Data Submission_negative
CC16.raw
Human OC data cancer vs other
Data Submission_negative
CC17.raw
Human OC data cancer vs other
Data Submission_negative
CC18.raw
Human OC data cancer vs other
Data Submission_negative
CC19.raw
Human OC data cancer vs other
Data Submission_negative
CC2.raw
Human OC data cancer vs other
Data Submission_negative
CC20.raw
Human OC data cancer vs other
Data Submission_negative
CC21.raw
Human OC data cancer vs other
Data Submission_negative
CC22.raw
Human OC data cancer vs other
Data Submission_negative
CC23.raw
Human OC data cancer vs other
Data Submission_negative
CC24.raw
Human OC data cancer vs other
Data Submission_negative
CC25.raw
Human OC data cancer vs other
Data Submission_negative
CC26.raw
Human OC data cancer vs other
Data Submission_negative
CC27.raw
Human OC data cancer vs other
Data Submission_negative
CC28.raw
Human OC data cancer vs other
Data Submission_negative
CC29.raw
Human OC data cancer vs other
Data Submission_negative
CC3.raw
Human OC data cancer vs other
Data Submission_negative
CC30.raw
Human OC data cancer vs other
Data Submission_negative
CC31.raw
Human OC data cancer vs other
Data Submission_negative
CC32.raw
Human OC data cancer vs other
Data Submission_negative
CC33.raw
Human OC data cancer vs other
Data Submission_negative
CC34.raw
Human OC data cancer vs other
Data Submission_negative
CC35.raw
Human OC data cancer vs other
Data Submission_negative
CC36.raw
Human OC data cancer vs other
Data Submission_negative
CC37.raw
Human OC data cancer vs other
Data Submission_negative
CC38.raw
Human OC data cancer vs other
Data Submission_negative
CC39.raw
Human OC data cancer vs other
Data Submission_negative
CC4.raw
Human OC data cancer vs other
Data Submission_negative
CC40.raw
Human OC data cancer vs other
Data Submission_negative
CC41.raw
Human OC data cancer vs other
Data Submission_negative
CC42.raw
Human OC data cancer vs other
Data Submission_negative
CC43.raw
Human OC data cancer vs other
Data Submission_negative
CC44.raw
Human OC data cancer vs other
Data Submission_negative
CC45.raw
Human OC data cancer vs other
Data Submission_negative
CC46.raw
Human OC data cancer vs other
Data Submission_negative
CC47.raw
Human OC data cancer vs other
Data Submission_negative
CC48.raw
Human OC data cancer vs other
Data Submission_negative
CC49.raw
Human OC data cancer vs other
Data Submission_negative
CC5.raw
Human OC data cancer vs other
Data Submission_negative
CC50.raw
Human OC data cancer vs other
Data Submission_negative
CC51.raw
Human OC data cancer vs other
Data Submission_negative
CC52.raw
Human OC data cancer vs other
Data Submission_negative
CC53.raw
Human OC data cancer vs other
Data Submission_negative
CC54.raw
Human OC data cancer vs other
Data Submission_negative
CC55.raw
Human OC data cancer vs other
Data Submission_negative
CC56.raw
Human OC data cancer vs other
Data Submission_negative
CC57.raw
Human OC data cancer vs other
Data Submission_negative
CC58.raw
Human OC data cancer vs other
Data Submission_negative
CC59.raw
Human OC data cancer vs other
Data Submission_negative
CC6.raw
Human OC data cancer vs other
Data Submission_negative
CC60.raw
Human OC data cancer vs other
Data Submission_negative
CC7.raw
Human OC data cancer vs other
Data Submission_negative
CC8.raw
Human OC data cancer vs other
Data Submission_negative
CC9.raw
Human OC data cancer vs other
Data Submission_negative
OC1.raw
Human OC data cancer vs other
Data Submission_negative
OC10.raw
Human OC data cancer vs other
Data Submission_negative
OC100.raw
Human OC data cancer vs other
Data Submission_negative
OC101.raw
Human OC data cancer vs other
Data Submission_negative
OC102.raw
Human OC data cancer vs other
Data Submission_negative
OC103.raw
Human OC data cancer vs other
Data Submission_negative
OC104.raw
Human OC data cancer vs other
Data Submission_negative
OC105.raw
Human OC data cancer vs other
Data Submission_negative
OC106.raw
Human OC data cancer vs other
Data Submission_negative
OC107.raw
Human OC data cancer vs other
Data Submission_negative
OC108.raw
Human OC data cancer vs other
Data Submission_negative
OC109.raw
Human OC data cancer vs other
Data Submission_negative
OC11.raw
Human OC data cancer vs other
Data Submission_negative
OC110.raw
Human OC data cancer vs other
Data Submission_negative
OC111.raw
Human OC data cancer vs other
Data Submission_negative
OC112.raw
Human OC data cancer vs other
Data Submission_negative
OC113.raw
Human OC data cancer vs other
Data Submission_negative
OC114.raw
Human OC data cancer vs other
Data Submission_negative
OC115.raw
Human OC data cancer vs other
Data Submission_negative
OC116.raw
Human OC data cancer vs other
Data Submission_negative
OC117.raw
Human OC data cancer vs other
Data Submission_negative
OC118.raw
Human OC data cancer vs other
Data Submission_negative
OC119.raw
Human OC data cancer vs other
Data Submission_negative
OC12.raw
Human OC data cancer vs other
Data Submission_negative
OC120.raw
Human OC data cancer vs other
Data Submission_negative
OC121.raw
Human OC data cancer vs other
Data Submission_negative
OC122.raw
Human OC data cancer vs other
Data Submission_negative
OC123.raw
Human OC data cancer vs other
Data Submission_negative
OC124.raw
Human OC data cancer vs other
Data Submission_negative
OC125.raw
Human OC data cancer vs other
Data Submission_negative
OC126.raw
Human OC data cancer vs other
Data Submission_negative
OC127.raw
Human OC data cancer vs other
Data Submission_negative
OC128.raw
Human OC data cancer vs other
Data Submission_negative
OC129.raw
Human OC data cancer vs other
Data Submission_negative
OC13.raw
Human OC data cancer vs other
Data Submission_negative
OC130.raw
Human OC data cancer vs other
Data Submission_negative
OC131.raw
Human OC data cancer vs other
Data Submission_negative
OC132.raw
Human OC data cancer vs other
Data Submission_negative
OC133.raw
Human OC data cancer vs other
Data Submission_negative
OC134.raw
Human OC data cancer vs other
Data Submission_negative
OC135.raw
Human OC data cancer vs other
Data Submission_negative
OC136.raw
Human OC data cancer vs other
Data Submission_negative
OC137.raw
Human OC data cancer vs other
Data Submission_negative
OC138.raw
Human OC data cancer vs other
Data Submission_negative
OC139.raw
Human OC data cancer vs other
Data Submission_negative
OC14.raw
Human OC data cancer vs other
Data Submission_negative
OC140.raw
Human OC data cancer vs other
Data Submission_negative
OC141.raw
Human OC data cancer vs other
Data Submission_negative
OC142.raw
Human OC data cancer vs other
Data Submission_negative
OC143.raw
Human OC data cancer vs other
Data Submission_negative
OC144.raw
Human OC data cancer vs other
Data Submission_negative
OC145.raw
Human OC data cancer vs other
Data Submission_negative
OC146.raw
Human OC data cancer vs other
Data Submission_negative
OC147.raw
Human OC data cancer vs other
Data Submission_negative
OC148.raw
Human OC data cancer vs other
Data Submission_negative
OC149.raw
Human OC data cancer vs other
Data Submission_negative
OC15.raw
Human OC data cancer vs other
Data Submission_negative
OC150.raw
Human OC data cancer vs other
Data Submission_negative
OC151.raw
Human OC data cancer vs other
Data Submission_negative
OC152.raw
Human OC data cancer vs other
Data Submission_negative
OC153.raw
Human OC data cancer vs other
Data Submission_negative
OC154.raw
Human OC data cancer vs other
Data Submission_negative
OC155.raw
Human OC data cancer vs other
Data Submission_negative
OC156.raw
Human OC data cancer vs other
Data Submission_negative
OC157.raw
Human OC data cancer vs other
Data Submission_negative
OC158.raw
Human OC data cancer vs other
Data Submission_negative
OC159.raw
Human OC data cancer vs other
Data Submission_negative
OC16.raw
Human OC data cancer vs other
Data Submission_negative
OC160.raw
Human OC data cancer vs other
Data Submission_negative
OC161.raw
Human OC data cancer vs other
Data Submission_negative
OC162.raw
Human OC data cancer vs other
Data Submission_negative
OC163.raw
Human OC data cancer vs other
Data Submission_negative
OC164.raw
Human OC data cancer vs other
Data Submission_negative
OC165.raw
Human OC data cancer vs other
Data Submission_negative
OC166.raw
Human OC data cancer vs other
Data Submission_negative
OC167.raw
Human OC data cancer vs other
Data Submission_negative
OC168.raw
Human OC data cancer vs other
Data Submission_negative
OC169.raw
Human OC data cancer vs other
Data Submission_negative
OC17.raw
Human OC data cancer vs other
Data Submission_negative
OC170.raw
Human OC data cancer vs other
Data Submission_negative
OC171.raw
Human OC data cancer vs other
Data Submission_negative
OC172.raw
Human OC data cancer vs other
Data Submission_negative
OC173.raw
Human OC data cancer vs other
Data Submission_negative
OC174.raw
Human OC data cancer vs other
Data Submission_negative
OC175.raw
Human OC data cancer vs other
Data Submission_negative
OC176.raw
Human OC data cancer vs other
Data Submission_negative
OC177.raw
Human OC data cancer vs other
Data Submission_negative
OC178.raw
Human OC data cancer vs other
Data Submission_negative
OC179.raw
Human OC data cancer vs other
Data Submission_negative
OC18.raw
Human OC data cancer vs other
Data Submission_negative
OC180.raw
Human OC data cancer vs other
Data Submission_negative
OC181.raw
Human OC data cancer vs other
Data Submission_negative
OC182.raw
Human OC data cancer vs other
Data Submission_negative
OC183.raw
Human OC data cancer vs other
Data Submission_negative
OC184.raw
Human OC data cancer vs other
Data Submission_negative
OC185.raw
Human OC data cancer vs other
Data Submission_negative
OC186.raw
Human OC data cancer vs other
Data Submission_negative
OC187.raw
Human OC data cancer vs other
Data Submission_negative
OC188.raw
Human OC data cancer vs other
Data Submission_negative
OC189.raw
Human OC data cancer vs other
Data Submission_negative
OC19.raw
Human OC data cancer vs other
Data Submission_negative
OC190.raw
Human OC data cancer vs other
Data Submission_negative
OC191.raw
Human OC data cancer vs other
Data Submission_negative
OC192.raw
Human OC data cancer vs other
Data Submission_negative
OC193.raw
Human OC data cancer vs other
Data Submission_negative
OC194.raw
Human OC data cancer vs other
Data Submission_negative
OC195.raw
Human OC data cancer vs other
Data Submission_negative
OC196.raw
Human OC data cancer vs other
Data Submission_negative
OC197.raw
Human OC data cancer vs other
Data Submission_negative
OC198.raw
Human OC data cancer vs other
Data Submission_negative
OC199.raw
Human OC data cancer vs other
Data Submission_negative
OC2.raw
Human OC data cancer vs other
Data Submission_negative
OC20.raw
Human OC data cancer vs other
Data Submission_negative
OC200.raw
Human OC data cancer vs other
Data Submission_negative
OC201.raw
Human OC data cancer vs other
Data Submission_negative
OC202.raw
Human OC data cancer vs other
Data Submission_negative
OC203.raw
Human OC data cancer vs other
Data Submission_negative
OC204.raw
Human OC data cancer vs other
Data Submission_negative
OC205.raw
Human OC data cancer vs other
Data Submission_negative
OC206.raw
Human OC data cancer vs other
Data Submission_negative
OC207.raw
Human OC data cancer vs other
Data Submission_negative
OC208.raw
Human OC data cancer vs other
Data Submission_negative
OC209.raw
Human OC data cancer vs other
Data Submission_negative
OC21.raw
Human OC data cancer vs other
Data Submission_negative
OC210.raw
Human OC data cancer vs other
Data Submission_negative
OC211.raw
Human OC data cancer vs other
Data Submission_negative
OC212.raw
Human OC data cancer vs other
Data Submission_negative
OC213.raw
Human OC data cancer vs other
Data Submission_negative
OC214.raw
Human OC data cancer vs other
Data Submission_negative
OC215.raw
Human OC data cancer vs other
Data Submission_negative
OC216.raw
Human OC data cancer vs other
Data Submission_negative
OC217.raw
Human OC data cancer vs other
Data Submission_negative
OC218.raw
Human OC data cancer vs other
Data Submission_negative
OC219.raw
Human OC data cancer vs other
Data Submission_negative
OC22.raw
Human OC data cancer vs other
Data Submission_negative
OC220.raw
Human OC data cancer vs other
Data Submission_negative
OC221.raw
Human OC data cancer vs other
Data Submission_negative
OC222.raw
Human OC data cancer vs other
Data Submission_negative
OC223.raw
Human OC data cancer vs other
Data Submission_negative
OC224.raw
Human OC data cancer vs other
Data Submission_negative
OC225.raw
Human OC data cancer vs other
Data Submission_negative
OC226.raw
Human OC data cancer vs other
Data Submission_negative
OC227.raw
Human OC data cancer vs other
Data Submission_negative
OC228.raw
Human OC data cancer vs other
Data Submission_negative
OC229.raw
Human OC data cancer vs other
Data Submission_negative
OC23.raw
Human OC data cancer vs other
Data Submission_negative
OC230.raw
Human OC data cancer vs other
Data Submission_negative
OC231.raw
Human OC data cancer vs other
Data Submission_negative
OC232.raw
Human OC data cancer vs other
Data Submission_negative
OC233.raw
Human OC data cancer vs other
Data Submission_negative
OC234.raw
Human OC data cancer vs other
Data Submission_negative
OC235.raw
Human OC data cancer vs other
Data Submission_negative
OC236.raw
Human OC data cancer vs other
Data Submission_negative
OC237.raw
Human OC data cancer vs other
Data Submission_negative
OC238.raw
Human OC data cancer vs other
Data Submission_negative
OC239.raw
Human OC data cancer vs other
Data Submission_negative
OC24.raw
Human OC data cancer vs other
Data Submission_negative
OC240.raw
Human OC data cancer vs other
Data Submission_negative
OC241.raw
Human OC data cancer vs other
Data Submission_negative
OC242.raw
Human OC data cancer vs other
Data Submission_negative
OC243.raw
Human OC data cancer vs other
Data Submission_negative
OC244.raw
Human OC data cancer vs other
Data Submission_negative
OC245.raw
Human OC data cancer vs other
Data Submission_negative
OC246.raw
Human OC data cancer vs other
Data Submission_negative
OC247.raw
Human OC data cancer vs other
Data Submission_negative
OC248.raw
Human OC data cancer vs other
Data Submission_negative
OC249.raw
Human OC data cancer vs other
Data Submission_negative
OC25.raw
Human OC data cancer vs other
Data Submission_negative
OC250.raw
Human OC data cancer vs other
Data Submission_negative
OC251.raw
Human OC data cancer vs other
Data Submission_negative
OC252.raw
Human OC data cancer vs other
Data Submission_negative
OC253.raw
Human OC data cancer vs other
Data Submission_negative
OC254.raw
Human OC data cancer vs other
Data Submission_negative
OC255.raw
Human OC data cancer vs other
Data Submission_negative
OC256.raw
Human OC data cancer vs other
Data Submission_negative
OC257.raw
Human OC data cancer vs other
Data Submission_negative
OC258.raw
Human OC data cancer vs other
Data Submission_negative
OC259.raw
Human OC data cancer vs other
Data Submission_negative
OC26.raw
Human OC data cancer vs other
Data Submission_negative
OC260.raw
Human OC data cancer vs other
Data Submission_negative
OC261.raw
Human OC data cancer vs other
Data Submission_negative
OC262.raw
Human OC data cancer vs other
Data Submission_negative
OC263.raw
Human OC data cancer vs other
Data Submission_negative
OC264.raw
Human OC data cancer vs other
Data Submission_negative
OC265.raw
Human OC data cancer vs other
Data Submission_negative
OC266.raw
Human OC data cancer vs other
Data Submission_negative
OC267.raw
Human OC data cancer vs other
Data Submission_negative
OC268.raw
Human OC data cancer vs other
Data Submission_negative
OC269.raw
Human OC data cancer vs other
Data Submission_negative
OC27.raw
Human OC data cancer vs other
Data Submission_negative
OC270.raw
Human OC data cancer vs other
Data Submission_negative
OC271.raw
Human OC data cancer vs other
Data Submission_negative
OC272.raw
Human OC data cancer vs other
Data Submission_negative
OC273.raw
Human OC data cancer vs other
Data Submission_negative
OC28.raw
Human OC data cancer vs other
Data Submission_negative
OC29.raw
Human OC data cancer vs other
Data Submission_negative
OC3.raw
Human OC data cancer vs other
Data Submission_negative
OC30.raw
Human OC data cancer vs other
Data Submission_negative
OC31.raw
Human OC data cancer vs other
Data Submission_negative
OC32.raw
Human OC data cancer vs other
Data Submission_negative
OC33.raw
Human OC data cancer vs other
Data Submission_negative
OC34.raw
Human OC data cancer vs other
Data Submission_negative
OC35.raw
Human OC data cancer vs other
Data Submission_negative
OC36.raw
Human OC data cancer vs other
Data Submission_negative
OC37.raw
Human OC data cancer vs other
Data Submission_negative
OC38.raw
Human OC data cancer vs other
Data Submission_negative
OC39.raw
Human OC data cancer vs other
Data Submission_negative
OC4.raw
Human OC data cancer vs other
Data Submission_negative
OC40.raw
Human OC data cancer vs other
Data Submission_negative
OC41.raw
Human OC data cancer vs other
Data Submission_negative
OC42.raw
Human OC data cancer vs other
Data Submission_negative
OC43.raw
Human OC data cancer vs other
Data Submission_negative
OC44.raw
Human OC data cancer vs other
Data Submission_negative
OC45.raw
Human OC data cancer vs other
Data Submission_negative
OC46.raw
Human OC data cancer vs other
Data Submission_negative
OC47.raw
Human OC data cancer vs other
Data Submission_negative
OC48.raw
Human OC data cancer vs other
Data Submission_negative
OC49.raw
Human OC data cancer vs other
Data Submission_negative
OC5.raw
Human OC data cancer vs other
Data Submission_negative
OC50.raw
Human OC data cancer vs other
Data Submission_negative
OC51.raw
Human OC data cancer vs other
Data Submission_negative
OC52.raw
Human OC data cancer vs other
Data Submission_negative
OC53.raw
Human OC data cancer vs other
Data Submission_negative
OC54.raw
Human OC data cancer vs other
Data Submission_negative
OC55.raw
Human OC data cancer vs other
Data Submission_negative
OC56.raw
Human OC data cancer vs other
Data Submission_negative
OC57.raw
Human OC data cancer vs other
Data Submission_negative
OC58.raw
Human OC data cancer vs other
Data Submission_negative
OC59.raw
Human OC data cancer vs other
Data Submission_negative
OC6.raw
Human OC data cancer vs other
Data Submission_negative
OC60.raw
Human OC data cancer vs other
Data Submission_negative
OC61.raw
Human OC data cancer vs other
Data Submission_negative
OC62.raw
Human OC data cancer vs other
Data Submission_negative
OC63.raw
Human OC data cancer vs other
Data Submission_negative
OC64.raw
Human OC data cancer vs other
Data Submission_negative
OC65.raw
Human OC data cancer vs other
Data Submission_negative
OC66.raw
Human OC data cancer vs other
Data Submission_negative
OC67.raw
Human OC data cancer vs other
Data Submission_negative
OC68.raw
Human OC data cancer vs other
Data Submission_negative
OC69.raw
Human OC data cancer vs other
Data Submission_negative
OC7.raw
Human OC data cancer vs other
Data Submission_negative
OC70.raw
Human OC data cancer vs other
Data Submission_negative
OC71.raw
Human OC data cancer vs other
Data Submission_negative
OC72.raw
Human OC data cancer vs other
Data Submission_negative
OC73.raw
Human OC data cancer vs other
Data Submission_negative
OC74.raw
Human OC data cancer vs other
Data Submission_negative
OC75.raw
Human OC data cancer vs other
Data Submission_negative
OC76.raw
Human OC data cancer vs other
Data Submission_negative
OC77.raw
Human OC data cancer vs other
Data Submission_negative
OC78.raw
Human OC data cancer vs other
Data Submission_negative
OC79.raw
Human OC data cancer vs other
Data Submission_negative
OC8.raw
Human OC data cancer vs other
Data Submission_negative
OC80.raw
Human OC data cancer vs other
Data Submission_negative
OC81.raw
Human OC data cancer vs other
Data Submission_negative
OC82.raw
Human OC data cancer vs other
Data Submission_negative
OC83.raw
Human OC data cancer vs other
Data Submission_negative
OC84.raw
Human OC data cancer vs other
Data Submission_negative
OC85.raw
Human OC data cancer vs other
Data Submission_negative
OC86.raw
Human OC data cancer vs other
Data Submission_negative
OC87.raw
Human OC data cancer vs other
Data Submission_negative
OC88.raw
Human OC data cancer vs other
Data Submission_negative
OC89.raw
Human OC data cancer vs other
Data Submission_negative
OC9.raw
Human OC data cancer vs other
Data Submission_negative
OC90.raw
Human OC data cancer vs other
Data Submission_negative
OC91.raw
Human OC data cancer vs other
Data Submission_negative
OC92.raw
Human OC data cancer vs other
Data Submission_negative
OC93.raw
Human OC data cancer vs other
Data Submission_negative
OC94.raw
Human OC data cancer vs other
Data Submission_negative
OC95.raw
Human OC data cancer vs other
Data Submission_negative
OC96.raw
Human OC data cancer vs other
Data Submission_negative
OC97.raw
Human OC data cancer vs other
Data Submission_negative
OC98.raw
Human OC data cancer vs other
Data Submission_negative
OC99.raw
Human OC data cancer vs other
Data submission positive
B1.raw
Human OC data cancer vs other
Data submission positive
B2.raw
Human OC data cancer vs other
Data submission positive
B3.raw
Human OC data cancer vs other
Data submission positive
BOT1.raw
Human OC data cancer vs other
Data submission positive
BOT10.raw
Human OC data cancer vs other
Data submission positive
BOT11.raw
Human OC data cancer vs other
Data submission positive
BOT12.raw
Human OC data cancer vs other
Data submission positive
BOT13.raw
Human OC data cancer vs other
Data submission positive
BOT14.raw
Human OC data cancer vs other
Data submission positive
BOT15.raw
Human OC data cancer vs other
Data submission positive
BOT16.raw
Human OC data cancer vs other
Data submission positive
BOT17.raw
Human OC data cancer vs other
Data submission positive
BOT18.raw
Human OC data cancer vs other
Data submission positive
BOT19.raw
Human OC data cancer vs other
Data submission positive
BOT2.raw
Human OC data cancer vs other
Data submission positive
BOT20.raw
Human OC data cancer vs other
Data submission positive
BOT21.raw
Human OC data cancer vs other
Data submission positive
BOT22.raw
Human OC data cancer vs other
Data submission positive
BOT23.raw
Human OC data cancer vs other
Data submission positive
BOT24.raw
Human OC data cancer vs other
Data submission positive
BOT25.raw
Human OC data cancer vs other
Data submission positive
BOT26.raw
Human OC data cancer vs other
Data submission positive
BOT28.raw
Human OC data cancer vs other
Data submission positive
BOT29.raw
Human OC data cancer vs other
Data submission positive
BOT3.raw
Human OC data cancer vs other
Data submission positive
BOT31.raw
Human OC data cancer vs other
Data submission positive
BOT33.raw
Human OC data cancer vs other
Data submission positive
BOT34.raw
Human OC data cancer vs other
Data submission positive
BOT35.raw
Human OC data cancer vs other
Data submission positive
BOT36.raw
Human OC data cancer vs other
Data submission positive
BOT37.raw
Human OC data cancer vs other
Data submission positive
BOT38.raw
Human OC data cancer vs other
Data submission positive
BOT39.raw
Human OC data cancer vs other
Data submission positive
BOT4.raw
Human OC data cancer vs other
Data submission positive
BOT40.raw
Human OC data cancer vs other
Data submission positive
BOT41.raw
Human OC data cancer vs other
Data submission positive
BOT43.raw
Human OC data cancer vs other
Data submission positive
BOT44.raw
Human OC data cancer vs other
Data submission positive
BOT45.raw
Human OC data cancer vs other
Data submission positive
BOT46.raw
Human OC data cancer vs other
Data submission positive
BOT47.raw
Human OC data cancer vs other
Data submission positive
BOT48.raw
Human OC data cancer vs other
Data submission positive
BOT49.raw
Human OC data cancer vs other
Data submission positive
BOT5.raw
Human OC data cancer vs other
Data submission positive
BOT52.raw
Human OC data cancer vs other
Data submission positive
BOT53.raw
Human OC data cancer vs other
Data submission positive
BOT54.raw
Human OC data cancer vs other
Data submission positive
BOT55.raw
Human OC data cancer vs other
Data submission positive
BOT56.raw
Human OC data cancer vs other
Data submission positive
BOT57.raw
Human OC data cancer vs other
Data submission positive
BOT58.raw
Human OC data cancer vs other
Data submission positive
BOT59.raw
Human OC data cancer vs other
Data submission positive
BOT6.raw
Human OC data cancer vs other
Data submission positive
BOT7.raw
Human OC data cancer vs other
Data submission positive
BOT8.raw
Human OC data cancer vs other
Data submission positive
BOT9.raw
Human OC data cancer vs other
Data submission positive
BUT1.raw
Human OC data cancer vs other
Data submission positive
BUT10.raw
Human OC data cancer vs other
Data submission positive
BUT11.raw
Human OC data cancer vs other
Data submission positive
BUT12.raw
Human OC data cancer vs other
Data submission positive
BUT13.raw
Human OC data cancer vs other
Data submission positive
BUT14.raw
Human OC data cancer vs other
Data submission positive
BUT15.raw
Human OC data cancer vs other
Data submission positive
BUT16.raw
Human OC data cancer vs other
Data submission positive
BUT17.raw
Human OC data cancer vs other
Data submission positive
BUT18.raw
Human OC data cancer vs other
Data submission positive
BUT19.raw
Human OC data cancer vs other
Data submission positive
BUT2.raw
Human OC data cancer vs other
Data submission positive
BUT20.raw
Human OC data cancer vs other
Data submission positive
BUT21.raw
Human OC data cancer vs other
Data submission positive
BUT22.raw
Human OC data cancer vs other
Data submission positive
BUT23.raw
Human OC data cancer vs other
Data submission positive
BUT24.raw
Human OC data cancer vs other
Data submission positive
BUT25.raw
Human OC data cancer vs other
Data submission positive
BUT26.raw
Human OC data cancer vs other
Data submission positive
BUT27.raw
Human OC data cancer vs other
Data submission positive
BUT28.raw
Human OC data cancer vs other
Data submission positive
BUT29.raw
Human OC data cancer vs other
Data submission positive
BUT3.raw
Human OC data cancer vs other
Data submission positive
BUT30.raw
Human OC data cancer vs other
Data submission positive
BUT4.raw
Human OC data cancer vs other
Data submission positive
BUT5.raw
Human OC data cancer vs other
Data submission positive
BUT6.raw
Human OC data cancer vs other
Data submission positive
BUT7.raw
Human OC data cancer vs other
Data submission positive
BUT8.raw
Human OC data cancer vs other
Data submission positive
BUT9.raw
Human OC data cancer vs other
Data submission positive
CC1.raw
Human OC data cancer vs other
Data submission positive
CC10.raw
Human OC data cancer vs other
Data submission positive
CC11.raw
Human OC data cancer vs other
Data submission positive
CC12.raw
Human OC data cancer vs other
Data submission positive
CC13.raw
Human OC data cancer vs other
Data submission positive
CC14.raw
Human OC data cancer vs other
Data submission positive
CC15.raw
Human OC data cancer vs other
Data submission positive
CC16.raw
Human OC data cancer vs other
Data submission positive
CC17.raw
Human OC data cancer vs other
Data submission positive
CC18.raw
Human OC data cancer vs other
Data submission positive
CC19.raw
Human OC data cancer vs other
Data submission positive
CC2.raw
Human OC data cancer vs other
Data submission positive
CC20.raw
Human OC data cancer vs other
Data submission positive
CC21.raw
Human OC data cancer vs other
Data submission positive
CC22.raw
Human OC data cancer vs other
Data submission positive
CC23.raw
Human OC data cancer vs other
Data submission positive
CC24.raw
Human OC data cancer vs other
Data submission positive
CC26.raw
Human OC data cancer vs other
Data submission positive
CC27.raw
Human OC data cancer vs other
Data submission positive
CC28.raw
Human OC data cancer vs other
Data submission positive
CC29.raw
Human OC data cancer vs other
Data submission positive
CC3.raw
Human OC data cancer vs other
Data submission positive
CC30.raw
Human OC data cancer vs other
Data submission positive
CC31.raw
Human OC data cancer vs other
Data submission positive
CC32.raw
Human OC data cancer vs other
Data submission positive
CC33.raw
Human OC data cancer vs other
Data submission positive
CC34.raw
Human OC data cancer vs other
Data submission positive
CC35.raw
Human OC data cancer vs other
Data submission positive
CC36.raw
Human OC data cancer vs other
Data submission positive
CC37.raw
Human OC data cancer vs other
Data submission positive
CC38.raw
Human OC data cancer vs other
Data submission positive
CC39.raw
Human OC data cancer vs other
Data submission positive
CC4.raw
Human OC data cancer vs other
Data submission positive
CC40.raw
Human OC data cancer vs other
Data submission positive
CC41.raw
Human OC data cancer vs other
Data submission positive
CC42.raw
Human OC data cancer vs other
Data submission positive
CC43.raw
Human OC data cancer vs other
Data submission positive
CC44.raw
Human OC data cancer vs other
Data submission positive
CC45.raw
Human OC data cancer vs other
Data submission positive
CC46.raw
Human OC data cancer vs other
Data submission positive
CC47.raw
Human OC data cancer vs other
Data submission positive
CC48.raw
Human OC data cancer vs other
Data submission positive
CC49.raw
Human OC data cancer vs other
Data submission positive
CC5.raw
Human OC data cancer vs other
Data submission positive
CC50.raw
Human OC data cancer vs other
Data submission positive
CC51.raw
Human OC data cancer vs other
Data submission positive
CC52.raw
Human OC data cancer vs other
Data submission positive
CC53.raw
Human OC data cancer vs other
Data submission positive
CC54.raw
Human OC data cancer vs other
Data submission positive
CC55.raw
Human OC data cancer vs other
Data submission positive
CC56.raw
Human OC data cancer vs other
Data submission positive
CC57.raw
Human OC data cancer vs other
Data submission positive
CC58.raw
Human OC data cancer vs other
Data submission positive
CC59.raw
Human OC data cancer vs other
Data submission positive
CC6.raw
Human OC data cancer vs other
Data submission positive
CC60.raw
Human OC data cancer vs other
Data submission positive
CC8.raw
Human OC data cancer vs other
Data submission positive
CC9.raw
Human OC data cancer vs other
Data submission positive
OC1.raw
Human OC data cancer vs other
Data submission positive
OC10.raw
Human OC data cancer vs other
Data submission positive
OC100.raw
Human OC data cancer vs other
Data submission positive
OC101.raw
Human OC data cancer vs other
Data submission positive
OC102.raw
Human OC data cancer vs other
Data submission positive
OC103.raw
Human OC data cancer vs other
Data submission positive
OC104.raw
Human OC data cancer vs other
Data submission positive
OC105.raw
Human OC data cancer vs other
Data submission positive
OC107.raw
Human OC data cancer vs other
Data submission positive
OC108.raw
Human OC data cancer vs other
Data submission positive
OC109.raw
Human OC data cancer vs other
Data submission positive
OC11.raw
Human OC data cancer vs other
Data submission positive
OC110.raw
Human OC data cancer vs other
Data submission positive
OC111.raw
Human OC data cancer vs other
Data submission positive
OC112.raw
Human OC data cancer vs other
Data submission positive
OC113.raw
Human OC data cancer vs other
Data submission positive
OC114.raw
Human OC data cancer vs other
Data submission positive
OC115.raw
Human OC data cancer vs other
Data submission positive
OC116.raw
Human OC data cancer vs other
Data submission positive
OC117.raw
Human OC data cancer vs other
Data submission positive
OC118.raw
Human OC data cancer vs other
Data submission positive
OC119.raw
Human OC data cancer vs other
Data submission positive
OC12.raw
Human OC data cancer vs other
Data submission positive
OC120.raw
Human OC data cancer vs other
Data submission positive
OC121.raw
Human OC data cancer vs other
Data submission positive
OC123.raw
Human OC data cancer vs other
Data submission positive
OC124.raw
Human OC data cancer vs other
Data submission positive
OC125.raw
Human OC data cancer vs other
Data submission positive
OC126.raw
Human OC data cancer vs other
Data submission positive
OC127.raw
Human OC data cancer vs other
Data submission positive
OC128.raw
Human OC data cancer vs other
Data submission positive
OC129.raw
Human OC data cancer vs other
Data submission positive
OC13.raw
Human OC data cancer vs other
Data submission positive
OC130.raw
Human OC data cancer vs other
Data submission positive
OC131.raw
Human OC data cancer vs other
Data submission positive
OC132.raw
Human OC data cancer vs other
Data submission positive
OC133.raw
Human OC data cancer vs other
Data submission positive
OC134.raw
Human OC data cancer vs other
Data submission positive
OC135.raw
Human OC data cancer vs other
Data submission positive
OC136.raw
Human OC data cancer vs other
Data submission positive
OC137.raw
Human OC data cancer vs other
Data submission positive
OC139.raw
Human OC data cancer vs other
Data submission positive
OC14.raw
Human OC data cancer vs other
Data submission positive
OC140.raw
Human OC data cancer vs other
Data submission positive
OC141.raw
Human OC data cancer vs other
Data submission positive
OC142.raw
Human OC data cancer vs other
Data submission positive
OC143.raw
Human OC data cancer vs other
Data submission positive
OC144.raw
Human OC data cancer vs other
Data submission positive
OC145.raw
Human OC data cancer vs other
Data submission positive
OC146.raw
Human OC data cancer vs other
Data submission positive
OC147.raw
Human OC data cancer vs other
Data submission positive
OC148.raw
Human OC data cancer vs other
Data submission positive
OC149.raw
Human OC data cancer vs other
Data submission positive
OC15.raw
Human OC data cancer vs other
Data submission positive
OC150.raw
Human OC data cancer vs other
Data submission positive
OC151.raw
Human OC data cancer vs other
Data submission positive
OC152.raw
Human OC data cancer vs other
Data submission positive
OC153.raw
Human OC data cancer vs other
Data submission positive
OC154.raw
Human OC data cancer vs other
Data submission positive
OC155.raw
Human OC data cancer vs other
Data submission positive
OC156.raw
Human OC data cancer vs other
Data submission positive
OC157.raw
Human OC data cancer vs other
Data submission positive
OC16.raw
Human OC data cancer vs other
Data submission positive
OC160.raw
Human OC data cancer vs other
Data submission positive
OC161.raw
Human OC data cancer vs other
Data submission positive
OC162.raw
Human OC data cancer vs other
Data submission positive
OC163.raw
Human OC data cancer vs other
Data submission positive
OC164.raw
Human OC data cancer vs other
Data submission positive
OC165.raw
Human OC data cancer vs other
Data submission positive
OC166.raw
Human OC data cancer vs other
Data submission positive
OC167.raw
Human OC data cancer vs other
Data submission positive
OC168.raw
Human OC data cancer vs other
Data submission positive
OC169.raw
Human OC data cancer vs other
Data submission positive
OC17.raw
Human OC data cancer vs other
Data submission positive
OC170.raw
Human OC data cancer vs other
Data submission positive
OC171.raw
Human OC data cancer vs other
Data submission positive
OC172.raw
Human OC data cancer vs other
Data submission positive
OC173.raw
Human OC data cancer vs other
Data submission positive
OC174.raw
Human OC data cancer vs other
Data submission positive
OC175.raw
Human OC data cancer vs other
Data submission positive
OC176.raw
Human OC data cancer vs other
Data submission positive
OC177.raw
Human OC data cancer vs other
Data submission positive
OC178.raw
Human OC data cancer vs other
Data submission positive
OC179.raw
Human OC data cancer vs other
Data submission positive
OC18.raw
Human OC data cancer vs other
Data submission positive
OC180.raw
Human OC data cancer vs other
Data submission positive
OC181.raw
Human OC data cancer vs other
Data submission positive
OC182.raw
Human OC data cancer vs other
Data submission positive
OC183.raw
Human OC data cancer vs other
Data submission positive
OC184.raw
Human OC data cancer vs other
Data submission positive
OC185.raw
Human OC data cancer vs other
Data submission positive
OC186.raw
Human OC data cancer vs other
Data submission positive
OC187.raw
Human OC data cancer vs other
Data submission positive
OC188.raw
Human OC data cancer vs other
Data submission positive
OC189.raw
Human OC data cancer vs other
Data submission positive
OC19.raw
Human OC data cancer vs other
Data submission positive
OC190.raw
Human OC data cancer vs other
Data submission positive
OC191.raw
Human OC data cancer vs other
Data submission positive
OC192.raw
Human OC data cancer vs other
Data submission positive
OC193.raw
Human OC data cancer vs other
Data submission positive
OC194.raw
Human OC data cancer vs other
Data submission positive
OC195.raw
Human OC data cancer vs other
Data submission positive
OC196.raw
Human OC data cancer vs other
Data submission positive
OC197.raw
Human OC data cancer vs other
Data submission positive
OC199.raw
Human OC data cancer vs other
Data submission positive
OC2.raw
Human OC data cancer vs other
Data submission positive
OC20.raw
Human OC data cancer vs other
Data submission positive
OC200.raw
Human OC data cancer vs other
Data submission positive
OC201.raw
Human OC data cancer vs other
Data submission positive
OC202.raw
Human OC data cancer vs other
Data submission positive
OC203.raw
Human OC data cancer vs other
Data submission positive
OC205.raw
Human OC data cancer vs other
Data submission positive
OC206.raw
Human OC data cancer vs other
Data submission positive
OC207.raw
Human OC data cancer vs other
Data submission positive
OC208.raw
Human OC data cancer vs other
Data submission positive
OC209.raw
Human OC data cancer vs other
Data submission positive
OC21.raw
Human OC data cancer vs other
Data submission positive
OC210.raw
Human OC data cancer vs other
Data submission positive
OC211.raw
Human OC data cancer vs other
Data submission positive
OC212.raw
Human OC data cancer vs other
Data submission positive
OC213.raw
Human OC data cancer vs other
Data submission positive
OC214.raw
Human OC data cancer vs other
Data submission positive
OC215.raw
Human OC data cancer vs other
Data submission positive
OC216.raw
Human OC data cancer vs other
Data submission positive
OC217.raw
Human OC data cancer vs other
Data submission positive
OC218.raw
Human OC data cancer vs other
Data submission positive
OC219.raw
Human OC data cancer vs other
Data submission positive
OC22.raw
Human OC data cancer vs other
Data submission positive
OC220.raw
Human OC data cancer vs other
Data submission positive
OC221.raw
Human OC data cancer vs other
Data submission positive
OC222.raw
Human OC data cancer vs other
Data submission positive
OC223.raw
Human OC data cancer vs other
Data submission positive
OC224.raw
Human OC data cancer vs other
Data submission positive
OC225.raw
Human OC data cancer vs other
Data submission positive
OC226.raw
Human OC data cancer vs other
Data submission positive
OC227.raw
Human OC data cancer vs other
Data submission positive
OC228.raw
Human OC data cancer vs other
Data submission positive
OC229.raw
Human OC data cancer vs other
Data submission positive
OC23.raw
Human OC data cancer vs other
Data submission positive
OC230.raw
Human OC data cancer vs other
Data submission positive
OC231.raw
Human OC data cancer vs other
Data submission positive
OC232.raw
Human OC data cancer vs other
Data submission positive
OC233.raw
Human OC data cancer vs other
Data submission positive
OC234.raw
Human OC data cancer vs other
Data submission positive
OC235.raw
Human OC data cancer vs other
Data submission positive
OC236.raw
Human OC data cancer vs other
Data submission positive
OC237.raw
Human OC data cancer vs other
Data submission positive
OC238.raw
Human OC data cancer vs other
Data submission positive
OC239.raw
Human OC data cancer vs other
Data submission positive
OC24.raw
Human OC data cancer vs other
Data submission positive
OC240.raw
Human OC data cancer vs other
Data submission positive
OC241.raw
Human OC data cancer vs other
Data submission positive
OC242.raw
Human OC data cancer vs other
Data submission positive
OC243.raw
Human OC data cancer vs other
Data submission positive
OC244.raw
Human OC data cancer vs other
Data submission positive
OC245.raw
Human OC data cancer vs other
Data submission positive
OC246.raw
Human OC data cancer vs other
Data submission positive
OC247.raw
Human OC data cancer vs other
Data submission positive
OC248.raw
Human OC data cancer vs other
Data submission positive
OC249.raw
Human OC data cancer vs other
Data submission positive
OC25.raw
Human OC data cancer vs other
Data submission positive
OC250.raw
Human OC data cancer vs other
Data submission positive
OC251.raw
Human OC data cancer vs other
Data submission positive
OC252.raw
Human OC data cancer vs other
Data submission positive
OC253.raw
Human OC data cancer vs other
Data submission positive
OC254.raw
Human OC data cancer vs other
Data submission positive
OC255.raw
Human OC data cancer vs other
Data submission positive
OC256.raw
Human OC data cancer vs other
Data submission positive
OC257.raw
Human OC data cancer vs other
Data submission positive
OC258.raw
Human OC data cancer vs other
Data submission positive
OC259.raw
Human OC data cancer vs other
Data submission positive
OC26.raw
Human OC data cancer vs other
Data submission positive
OC260.raw
Human OC data cancer vs other
Data submission positive
OC261.raw
Human OC data cancer vs other
Data submission positive
OC263.raw
Human OC data cancer vs other
Data submission positive
OC264.raw
Human OC data cancer vs other
Data submission positive
OC265.raw
Human OC data cancer vs other
Data submission positive
OC266.raw
Human OC data cancer vs other
Data submission positive
OC267.raw
Human OC data cancer vs other
Data submission positive
OC268.raw
Human OC data cancer vs other
Data submission positive
OC269.raw
Human OC data cancer vs other
Data submission positive
OC27.raw
Human OC data cancer vs other
Data submission positive
OC270.raw
Human OC data cancer vs other
Data submission positive
OC271.raw
Human OC data cancer vs other
Data submission positive
OC272.raw
Human OC data cancer vs other
Data submission positive
OC273.raw
Human OC data cancer vs other
Data submission positive
OC28.raw
Human OC data cancer vs other
Data submission positive
OC29.raw
Human OC data cancer vs other
Data submission positive
OC3.raw
Human OC data cancer vs other
Data submission positive
OC30.raw
Human OC data cancer vs other
Data submission positive
OC31.raw
Human OC data cancer vs other
Data submission positive
OC32.raw
Human OC data cancer vs other
Data submission positive
OC33.raw
Human OC data cancer vs other
Data submission positive
OC34.raw
Human OC data cancer vs other
Data submission positive
OC35.raw
Human OC data cancer vs other
Data submission positive
OC36.raw
Human OC data cancer vs other
Data submission positive
OC37.raw
Human OC data cancer vs other
Data submission positive
OC38.raw
Human OC data cancer vs other
Data submission positive
OC39.raw
Human OC data cancer vs other
Data submission positive
OC4.raw
Human OC data cancer vs other
Data submission positive
OC40.raw
Human OC data cancer vs other
Data submission positive
OC41.raw
Human OC data cancer vs other
Data submission positive
OC42.raw
Human OC data cancer vs other
Data submission positive
OC43.raw
Human OC data cancer vs other
Data submission positive
OC44.raw
Human OC data cancer vs other
Data submission positive
OC45.raw
Human OC data cancer vs other
Data submission positive
OC46.raw
Human OC data cancer vs other
Data submission positive
OC47.raw
Human OC data cancer vs other
Data submission positive
OC48.raw
Human OC data cancer vs other
Data submission positive
OC49.raw
Human OC data cancer vs other
Data submission positive
OC5.raw
Human OC data cancer vs other
Data submission positive
OC50.raw
Human OC data cancer vs other
Data submission positive
OC51.raw
Human OC data cancer vs other
Data submission positive
OC52.raw
Human OC data cancer vs other
Data submission positive
OC53.raw
Human OC data cancer vs other
Data submission positive
OC54.raw
Human OC data cancer vs other
Data submission positive
OC55.raw
Human OC data cancer vs other
Data submission positive
OC56.raw
Human OC data cancer vs other
Data submission positive
OC57.raw
Human OC data cancer vs other
Data submission positive
OC58.raw
Human OC data cancer vs other
Data submission positive
OC59.raw
Human OC data cancer vs other
Data submission positive
OC6.raw
Human OC data cancer vs other
Data submission positive
OC60.raw
Human OC data cancer vs other
Data submission positive
OC61.raw
Human OC data cancer vs other
Data submission positive
OC62.raw
Human OC data cancer vs other
Data submission positive
OC63.raw
Human OC data cancer vs other
Data submission positive
OC64.raw
Human OC data cancer vs other
Data submission positive
OC65.raw
Human OC data cancer vs other
Data submission positive
OC66.raw
Human OC data cancer vs other
Data submission positive
OC67.raw
Human OC data cancer vs other
Data submission positive
OC68.raw
Human OC data cancer vs other
Data submission positive
OC69.raw
Human OC data cancer vs other
Data submission positive
OC7.raw
Human OC data cancer vs other
Data submission positive
OC70.raw
Human OC data cancer vs other
Data submission positive
OC72.raw
Human OC data cancer vs other
Data submission positive
OC73.raw
Human OC data cancer vs other
Data submission positive
OC74.raw
Human OC data cancer vs other
Data submission positive
OC75.raw
Human OC data cancer vs other
Data submission positive
OC77.raw
Human OC data cancer vs other
Data submission positive
OC78.raw
Human OC data cancer vs other
Data submission positive
OC79.raw
Human OC data cancer vs other
Data submission positive
OC8.raw
Human OC data cancer vs other
Data submission positive
OC80.raw
Human OC data cancer vs other
Data submission positive
OC81.raw
Human OC data cancer vs other
Data submission positive
OC82.raw
Human OC data cancer vs other
Data submission positive
OC83.raw
Human OC data cancer vs other
Data submission positive
OC84.raw
Human OC data cancer vs other
Data submission positive
OC85.raw
Human OC data cancer vs other
Data submission positive
OC86.raw
Human OC data cancer vs other
Data submission positive
OC87.raw
Human OC data cancer vs other
Data submission positive
OC88.raw
Human OC data cancer vs other
Data submission positive
OC89.raw
Human OC data cancer vs other
Data submission positive
OC9.raw
Human OC data cancer vs other
Data submission positive
OC90.raw
Human OC data cancer vs other
Data submission positive
OC91.raw
Human OC data cancer vs other
Data submission positive
OC92.raw
Human OC data cancer vs other
Data submission positive
OC93.raw
Human OC data cancer vs other
Data submission positive
OC94.raw
Human OC data cancer vs other
Data submission positive
OC97.raw
Human OC data cancer vs other
Data submission positive
OC98.raw
Human OC data cancer vs other
Data submission positive
OC99.raw
pos_rawfiles_part2
BOT27.raw
pos_rawfiles_part2
BOT30.raw
pos_rawfiles_part2
BOT32.raw
pos_rawfiles_part2
BOT42.raw
pos_rawfiles_part2
BOT50.raw
pos_rawfiles_part2
BOT51.raw
pos_rawfiles_part2
BUT31.raw
pos_rawfiles_part2
CC25.raw
pos_rawfiles_part2
CC7.raw
pos_rawfiles_part2
OC106.raw
pos_rawfiles_part2
OC122.raw
pos_rawfiles_part2
OC138.raw
pos_rawfiles_part2
OC158.raw
pos_rawfiles_part2
OC159.raw
pos_rawfiles_part2
OC198.raw
pos_rawfiles_part2
OC204.raw
pos_rawfiles_part2
OC262.raw
pos_rawfiles_part2
OC71.raw
pos_rawfiles_part2
OC76.raw
pos_rawfiles_part2
OC95.raw
pos_rawfiles_part2
OC96.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  0%|          | 8/3150 [00:16<2:13:26,  2.55s/it]
  0%|          | 12/3150 [00:16<1:06:30,  1.27s/it]
Returning 852 rows!
Extracted information for 852 samples.
Processing  ST000043
No raw data detected. Ignoring ST000043
Processing  ST001002
No raw data detected. Ignoring ST001002
Processing  ST001448
No raw data detected. Ignoring ST001448
Processing  ST001805
No raw data detected. Ignoring ST001805
Processing  ST001823
No raw data detected. Ignoring ST001823
Processing  ST001992
Initiating REDU-table generation for AN003249
Rest length is 304
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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Fecal_rawdata
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Fecal_rawdata
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Fecal_rawdata
20190812FecalRun1_plate6-3107297.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3107527.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3108537.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3108887.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3109048.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3109536.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3109598.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3110228.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3112701.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3113331.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3113764.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3114681.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3114690.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3114771.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3114783.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3114955.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3114977.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3115648.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3116164.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3117147.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3117767.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3119470.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3119644.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3120470.mzML
Fecal_rawdata
20190812FecalRun1_plate6-3120709.mzML
Fecal_rawdata
20190813FecalRun1_plate2re-3102659.mzML
Fecal_rawdata
20190813FecalRun1_plate2re-3110149.mzML
Fecal_rawdata
20190813FecalRun1_plate2re-3112122.mzML
Fecal_rawdata
20190813FecalRun1_plate2re-3113036.mzML
Fecal_rawdata
20190813FecalRun1_plate2re-3114541.mzML
Fecal_rawdata
20190813FecalRun1_plate2re-3117028.mzML
Fecal_rawdata
20190813FecalRun1_plate3re-3102884.mzML
Fecal_rawdata
20190813FecalRun1_plate3re-3106072.mzML
Fecal_rawdata
20190813FecalRun1_plate3re-3106352.mzML
Fecal_rawdata
20190813FecalRun1_plate3re-3110109.mzML
Fecal_rawdata
20190813FecalRun1_plate3re-3113043.mzML
Fecal_rawdata
20190813FecalRun1_plate3re-3113338.mzML
Fecal_rawdata
20190813FecalRun1_plate3re-3114534.mzML
Fecal_rawdata
20190813FecalRun1_plate3re-3117416.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3000023.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3101022.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3101195.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3101204.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3101866.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3102022.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3103605.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3103860.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3105800.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3106120.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3106124.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3106448.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3107279.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3107363.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3107454.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3107647.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3107859.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3108365.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3108401.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3108499.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3109318.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3109364.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3109978.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3110007.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3110362.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3111997.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3112117.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3112302.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3112327.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3113090.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3113804.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3113844.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3114295.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3114647.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3116425.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3116628.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3117332.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3117431.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3117701.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3119496.mzML
Fecal_rawdata
20190816FecalRun1_plate7-3119724.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3101575.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3102938.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3103199.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3105259.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3105316.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3105705.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3106381.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3107296.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3107658.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3107816.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3107980.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3110096.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3110146.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3111965.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3112349.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3112355.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3112618.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3112732.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3112874.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3112989.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3113703.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3113841.mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  0%|          | 14/3150 [00:24<1:40:49,  1.93s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 16/3150 [00:29<1:47:18,  2.05s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 18/3150 [01:43<10:27:38, 12.02s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 21/3150 [01:47<6:56:41,  7.99s/it] Fecal_rawdata
20190816FecalRun1_plate8-3113983.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3113997.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3115152.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3117581.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3119562.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3119807.mzML
Fecal_rawdata
20190816FecalRun1_plate8-3120408.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 304 rows!
Extracted information for 304 samples.
Processing  ST001902
Initiating REDU-table generation for AN003093
Rest length is 6
raw file key found.
Initiating REDU-table generation for AN003094
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzML_2757
KA-010.mzML
mzML_2757
KA-011.mzML
mzML_2757
KA-012.mzML
mzML_2757
KA-013.mzML
mzML_2757
KA-014.mzML
mzML_2757
KA-016.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002606
Initiating REDU-table generation for AN004278
Rest length is 77
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pass1B_neg_kidney_V1-2020-04-16.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000058
Initiating REDU-table generation for AN000096
Rest length is 28
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000058
153598_cdf
140111dlvsa01_1.cdf
ST000058
153598_cdf
140111dlvsa02_1.cdf
ST000058
153598_cdf
140111dlvsa03_1.cdf
ST000058
153598_cdf
140111dlvsa04_1.cdf
ST000058
153598_cdf
140111dlvsa05_1.cdf
ST000058
153598_cdf
140111dlvsa06_1.cdf
ST000058
153598_cdf
140111dlvsa08_1.cdf
ST000058
153598_cdf
140111dlvsa09_1.cdf
ST000058
153598_cdf
140111dlvsa11_1.cdf
ST000058
153598_cdf
140111dlvsa12_1.cdf
ST000058
153598_cdf
140111dlvsa13_1.cdf
ST000058
153598_cdf
140111dlvsa14_1.cdf
ST000058
153598_cdf
140111dlvsa15_1.cdf
ST000058
153598_cdf
140111dlvsa16_1.cdf
ST000058
153598_cdf
140111dlvsa17_1.cdf
ST000058
153598_cdf
140111dlvsa18_1.cdf
ST000058
153598_cdf
140111dlvsa19_1.cdf
ST000058
153598_cdf
140111dlvsa20_1.cdf
ST000058
153598_cdf
140111dlvsa21_1.cdf
ST000058
153598_cdf
140111dlvsa22_1.cdf
ST000058
153598_cdf
140111dlvsa23_1.cdf
ST000058
153598_cdf
140111dlvsa24_1.cdf
ST000058
153598_cdf
140111dlvsa25_1.cdf
ST000058
153598_cdf
140111dlvsa26_1.cdf
ST000058
153598_cdf
140111dlvsa27_1.cdf
ST000058
153598_cdf
140111dlvsa28_1.cdf
ST000058
153598_cdf
140111dlvsa29_1.cdf
ST000058
153598_cdf
140111dlvsa30_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST000775
No raw data detected. Ignoring ST000775
Processing  ST001409
Initiating REDU-table generation for AN002355
Rest length is 17
raw file key found.
Initiating REDU-table generation for AN002356
Rest length is 17
raw file key found.
Initiating REDU-table generation for AN002357
Rest length is 17
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MGL1704_HILICNeg
180702_Blk_Blk0p2_1.mzXML
MGL1704_HILICNeg
180702_Poo_TruePoo_Full1.mzXML
MGL1704_HILICNeg
180702_Poo_TruePoo_Full2.mzXML
MGL1704_HILICNeg
180702_Poo_TruePoo_Full3.mzXML
MGL1704_HILICNeg
180702_Poo_TruePoo_Half1.mzXML
MGL1704_HILICNeg
180702_Poo_TruePoo_Half2.mzXML
MGL1704_HILICNeg
180702_Poo_TruePoo_Half3.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D100_1.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D120_1.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D140_1.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D160_1.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D180_1.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D250_1.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D30_1.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D40_1.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D60_1.mzXML
MGL1704_HILICNeg
180702_Smp_S7E41D80_1.mzXML
MGL1704_HILICPos
180702_Blk_Blk0p2_1.mzXML
MGL1704_HILICPos
180702_Poo_TruePoo_Full1.mzXML
MGL1704_HILICPos
180702_Poo_TruePoo_Full2.mzXML
MGL1704_HILICPos
180702_Poo_TruePoo_Full3.mzXML
MGL1704_HILICPos
180702_Poo_TruePoo_Half1.mzXML
MGL1704_HILICPos
180702_Poo_TruePoo_Half2.mzXML
MGL1704_HILICPos
180702_Poo_TruePoo_Half3.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D100_1.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D120_1.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D140_1.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D160_1.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D180_1.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D250_1.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D30_1.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D40_1.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D60_1.mzXML
MGL1704_HILICPos
180702_Smp_S7E41D80_1.mzXML
MGL1704_RP
180716_Blk_Blk0p2_1.mzXML
MGL1704_RP
180716_Poo_TruePoo10_Full1.mzXML
MGL1704_RP
180716_Poo_TruePoo10_Full2.mzXML
MGL1704_RP
180716_Poo_TruePoo10_Full3.mzXML
MGL1704_RP
180716_Poo_TruePoo10_Half1.mzXML
MGL1704_RP
180716_Poo_TruePoo10_Half3.mzXML
MGL1704_RP
180716_Smp_S7E41D100_1.mzXML
MGL1704_RP
180716_Smp_S7E41D120_1.mzXML
MGL1704_RP
180716_Smp_S7E41D140_1.mzXML
MGL1704_RP
180716_Smp_S7E41D160_1.mzXML
MGL1704_RP
180716_Smp_S7E41D180_1.mzXML
MGL1704_RP
180716_Smp_S7E41D250_1.mzXML
MGL1704_RP
180716_Smp_S7E41D30_1.mzXML
MGL1704_RP
180716_Smp_S7E41D40_1.mzXML
MGL1704_RP
180716_Smp_S7E41D60_1.mzXML
MGL1704_RP
180716_Smp_S7E41D80_1.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 50
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST000362
No raw data detected. Ignoring ST000362
Processing  ST000005
No raw data detected. Ignoring ST000005
Processing  ST003370
Initiating REDU-table generation for AN005522
Rest length is 72
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
B_1_A549_AFB1.raw
B_1_HepG2_AFB1.raw
B_1_MDAMB231_AFB1.raw
B_2_A549_AFB1.raw
B_2_HepG2_AFB1.raw
B_2_MDAMB231_AFB1.raw
B_3_A549_AFB1.raw
B_3_HepG2_AFB1.raw
B_3_MDAMB231_AFB1.raw
B_4_A549_AFB1.raw
B_4_HepG2_AFB1.raw
B_4_MDAMB231_AFB1.raw
SP_1_A549_AFB1.raw
SP_1_HepG2_AFB1.raw
SP_1_MDAMB231_AFB1.raw
SP_2_A549_AFB1.raw
SP_2_HepG2_AFB1.raw
SP_2_MDAMB231_AFB1.raw
SP_3_A549_AFB1.raw
SP_3_HepG2_AFB1.raw
SP_3_MDAMB231_AFB1.raw
SP_4_A549_AFB1.raw
SP_4_HepG2_AFB1.raw
SP_4_MDAMB231_AFB1.raw
S_10_A549_AFB1.raw
S_10_HepG2_AFB1.raw
S_10_MDAMB231_AFB1.raw
S_11_A549_AFB1.raw
S_11_HepG2_AFB1.raw
S_11_MDAMB231_AFB1.raw
S_12_A549_AFB1.raw
S_12_HepG2_AFB1.raw
S_12_MDAMB231_AFB1.raw
S_13_A549_AFB1.raw
S_13_HepG2_AFB1.raw
S_13_MDAMB231_AFB1.raw
S_14_A549_AFB1.raw
S_14_HepG2_AFB1.raw
S_14_MDAMB231_AFB1.raw
S_15_A549_AFB1.raw
S_15_HepG2_AFB1.raw
S_15_MDAMB231_AFB1.raw
S_16_A549_AFB1.raw
S_16_HepG2_AFB1.raw
S_16_MDAMB231_AFB1.raw
S_1_A549_AFB1.raw
S_1_HepG2_AFB1.raw
S_1_MDAMB231_AFB1.raw
S_2_A549_AFB1.raw
S_2_HepG2_AFB1.raw
S_2_MDAMB231_AFB1.raw
S_3_A549_AFB1.raw
S_3_HepG2_AFB1.raw
S_3_MDAMB231_AFB1.raw
S_4_A549_AFB1.raw
S_4_HepG2_AFB1.raw
S_4_MDAMB231_AFB1.raw
S_5_A549_AFB1.raw
S_5_HepG2_AFB1.raw
S_5_MDAMB231_AFB1.raw
S_6_A549_AFB1.raw
S_6_HepG2_AFB1.raw
S_6_MDAMB231_AFB1.raw
S_7_A549_AFB1.raw
S_7_HepG2_AFB1.raw
S_7_MDAMB231_AFB1.raw
S_8_A549_AFB1.raw
S_8_HepG2_AFB1.raw
S_8_MDAMB231_AFB1.raw
S_9_A549_AFB1.raw
S_9_HepG2_AFB1.raw
S_9_MDAMB231_AFB1.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST001158
No raw data detected. Ignoring ST001158
Processing  ST000376
No raw data detected. Ignoring ST000376
Processing  ST000873
Initiating REDU-table generation for AN001478
Rest length is 95
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/95 [00:00<?, ?it/s]

Mapping potential matches:  27%|██▋       | 26/95 [00:00<00:00, 257.96it/s]

Mapping potential matches:  56%|█████▌    | 53/95 [00:00<00:00, 261.21it/s]

Mapping potential matches:  84%|████████▍ | 80/95 [00:00<00:00, 264.56it/s]
Mapping potential matches: 100%|██████████| 95/95 [00:00<00:00, 264.05it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN001479
Rest length is 95
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/95 [00:00<?, ?it/s]

Mapping potential matches:  28%|██▊       | 27/95 [00:00<00:00, 262.45it/s]

Mapping potential matches:  57%|█████▋    | 54/95 [00:00<00:00, 262.43it/s]

Mapping potential matches:  85%|████████▌ | 81/95 [00:00<00:00, 259.33it/s]
Mapping potential matches: 100%|██████████| 95/95 [00:00<00:00, 259.50it/s]

  1%|          | 24/3150 [01:49<4:42:21,  5.42s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 26/3150 [01:52<3:52:34,  4.47s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002697
No raw data detected. Ignoring ST002697
Processing  ST002585
Initiating REDU-table generation for AN004257
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
200408alvsa01_1.cdf
200408alvsa02_1.cdf
200408alvsa03_1.cdf
200408alvsa04_1.cdf
200408alvsa05_1.cdf
200408alvsa06_1.cdf
200408alvsa07_1.cdf
200408alvsa08_1.cdf
200408alvsa09_1.cdf
200408alvsa10_1.cdf
200408alvsa11_1.cdf
200408alvsa12_1.cdf
200408alvsa13_1.cdf
200408alvsa14_1.cdf
200408alvsa15_1.cdf
200408alvsa16_1.cdf
200408alvsa17_1.cdf
200408alvsa18_1.cdf
200408alvsa19_1.cdf
200408alvsa20_1.cdf
200408alvsa21_1.cdf
200408alvsa22_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST000571
Initiating REDU-table generation for AN000879
Rest length is 15
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 354.90it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000880
Rest length is 15
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 366.74it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 27/3150 [01:56<3:43:26,  4.29s/it]
  1%|          | 29/3150 [01:56<2:36:43,  3.01s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 30/3150 [01:59<2:40:33,  3.09s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_10[PJH_010]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_11[PJH_011]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_12[PJH_012]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_13[PJH_013]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_14[PJH_014]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_15[PJH_015]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_1[PJH_001]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_2[PJH_002]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_3[PJH_003]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_4[PJH_004]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_5[PJH_005]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_6[PJH_006]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_7[PJH_007]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_8[PJH_008]n.raw
Hansen
Raw data
NEG
QE2_jdg_01_Hansen_9[PJH_009]n.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_10[PJH_010]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_11[PJH_011]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_12[PJH_012]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_13[PJH_013]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_14[PJH_014]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_15[PJH_015]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_1[PJH_001]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_2[PJH_002]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_3[PJH_003]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_4[PJH_004]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_5[PJH_005]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_6[PJH_006]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_7[PJH_007]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_8[PJH_008]p.raw
Hansen
Raw data
POS
QE2_jdg_01_Hansen_9[PJH_009]p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST001401
No raw data detected. Ignoring ST001401
Processing  ST000504
No raw data detected. Ignoring ST000504
Processing  ST002666
Initiating REDU-table generation for AN004338
Rest length is 39
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0192m_MoTrPAC_PASS1B_HP-PREFA01.raw
0192n_MoTrPAC_PASS1B_HP-PREFB01.raw
0192o_MoTrPAC_PASS1B_HP-Sed01-TES.raw
0192p_MoTrPAC_PASS1B_HP-Sed02-TES.raw
0192q_MoTrPAC_PASS1B_HP-IPE01-TES.raw
0192r_MoTrPAC_PASS1B_HP-IPE02-TES.raw
0193_MoTrPAC_PASS1B_HP-90217016303-TES.raw
0194_MoTrPAC_PASS1B_HP-90218016303-TES.raw
0195_MoTrPAC_PASS1B_HP-90222016303-TES.raw
0196_MoTrPAC_PASS1B_HP-90223016303-TES.raw
0197_MoTrPAC_PASS1B_HP-90225016303-TES.raw
0198_MoTrPAC_PASS1B_HP-90227016303-TES.raw
0199_MoTrPAC_PASS1B_HP-90229016303-TES.raw
0200_MoTrPAC_PASS1B_HP-90232016303-TES.raw
0201_MoTrPAC_PASS1B_HP-90237016303-TES.raw
0202_MoTrPAC_PASS1B_HP-90239016303-TES.raw
0203_MoTrPAC_PASS1B_HP-90280016303-TES.raw
0204_MoTrPAC_PASS1B_HP-90281016303-TES.raw
0205_MoTrPAC_PASS1B_HP-90283016303-TES.raw
0206_MoTrPAC_PASS1B_HP-90289016303-TES.raw
0207_MoTrPAC_PASS1B_HP-90292016303-TES.raw
0208_MoTrPAC_PASS1B_HP-90421016303-TES.raw
0209_MoTrPAC_PASS1B_HP-90422016303-TES.raw
0210_MoTrPAC_PASS1B_HP-90423016303-TES.raw
0211_MoTrPAC_PASS1B_HP-90426016303-TES.raw
0212_MoTrPAC_PASS1B_HP-90430016303-TES.raw
0212a_MoTrPAC_PASS1B_HP-PREFA02.raw
0212b_MoTrPAC_PASS1B_HP-PREFB02.raw
0213_MoTrPAC_PASS1B_HP-90439016303-TES.raw
0214_MoTrPAC_PASS1B_HP-90441016303-TES.raw
0215_MoTrPAC_PASS1B_HP-90444016303-TES.raw
0216_MoTrPAC_PASS1B_HP-90449016303-TES.raw
0217_MoTrPAC_PASS1B_HP-90450016303-TES.raw
0217a_MoTrPAC_PASS1B_HP-Sed03-TES.raw
0217b_MoTrPAC_PASS1B_HP-Sed04-TES.raw
0217c_MoTrPAC_PASS1B_HP-IPE03-TES.raw
0217d_MoTrPAC_PASS1B_HP-IPE04-TES.raw
0217e_MoTrPAC_PASS1B_HP-PREFA03.raw
0217f_MoTrPAC_PASS1B_HP-PREFB03.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 39 rows!
Extracted information for 39 samples.
Processing  ST000488
No raw data detected. Ignoring ST000488
Processing  ST002246
Initiating REDU-table generation for AN003666
Rest length is 192
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003667
Rest length is 192
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003668
Rest length is 192
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003669
Rest length is 192
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
EDIA
CN
0001_XAV_EDIA_CN-300099.raw
EDIA
CN
0002_XAV_EDIA_CN-300186.raw
EDIA
CN
0003_XAV_EDIA_CN-300097.raw
EDIA
CN
0004_XAV_EDIA_CN-300047.raw
EDIA
CN
0005_XAV_EDIA_CN-300095.raw
EDIA
CN
0006_XAV_EDIA_CN-300096.raw
EDIA
CN
0007_XAV_EDIA_CN-301071.raw
EDIA
CN
0008_XAV_EDIA_CN-300382.raw
EDIA
CN
0009_XAV_EDIA_CN-300385.raw
EDIA
CN
0010_XAV_EDIA_CN-300383.raw
EDIA
CN
0011_XAV_EDIA_CN-300386.raw
EDIA
CN
0012_XAV_EDIA_CN-300256.raw
EDIA
CN
0013_XAV_EDIA_CN-301646.raw
EDIA
CN
0014_XAV_EDIA_CN-301174.raw
EDIA
CN
0015_XAV_EDIA_CN-301176.raw
EDIA
CN
0016_XAV_EDIA_CN-301173.raw
EDIA
CN
0017_XAV_EDIA_CN-301178.raw
EDIA
CN
0018_XAV_EDIA_CN-301175.raw
EDIA
CN
0019_XAV_EDIA_CN-301582.raw
EDIA
CN
0020_XAV_EDIA_CN-301089.raw
EDIA
CN
0021_XAV_EDIA_CN-301087.raw
EDIA
CN
0022_XAV_EDIA_CN-301088.raw
EDIA
CN
0023_XAV_EDIA_CN-301086.raw
EDIA
CN
0024_XAV_EDIA_CN-301091.raw
EDIA
CN
0025_XAV_EDIA_CN-300365.raw
EDIA
CN
0026_XAV_EDIA_CN-301020.raw
EDIA
CN
0027_XAV_EDIA_CN-301022.raw
EDIA
CN
0028_XAV_EDIA_CN-301250.raw
EDIA
CN
0029_XAV_EDIA_CN-301021.raw
EDIA
CN
0030_XAV_EDIA_CN-301024.raw
EDIA
CN
0031_XAV_EDIA_CN-301613.raw
EDIA
CN
0032_XAV_EDIA_CN-301124.raw
EDIA
CN
0033_XAV_EDIA_CN-301123.raw
EDIA
CN
0034_XAV_EDIA_CN-300439.raw
EDIA
CN
0035_XAV_EDIA_CN-301126.raw
EDIA
CN
0036_XAV_EDIA_CN-301127.raw
EDIA
CN
0037_XAV_EDIA_CN-300278.raw
EDIA
CN
0038_XAV_EDIA_CN-300279.raw
EDIA
CN
0039_XAV_EDIA_CN-300282.raw
EDIA
CN
0040_XAV_EDIA_CN-300419.raw
EDIA
CN
0041_XAV_EDIA_CN-300281.raw
EDIA
CN
0042_XAV_EDIA_CN-300283.raw
EDIA
CN
0043_XAV_EDIA_CN-301865.raw
EDIA
CN
0044_XAV_EDIA_CN-301864.raw
EDIA
CN
0045_XAV_EDIA_CN-301637.raw
EDIA
CN
0046_XAV_EDIA_CN-301868.raw
EDIA
CN
0047_XAV_EDIA_CN-301867.raw
EDIA
CN
0048_XAV_EDIA_CN-302526.raw
EDIA
CN
0049_XAV_EDIA_CN-301290.raw
EDIA
CN
0050_XAV_EDIA_CN-301540.raw
EDIA
CN
0051_XAV_EDIA_CN-301547.raw
EDIA
CN
0052_XAV_EDIA_CN-301541.raw
EDIA
CN
0053_XAV_EDIA_CN-301545.raw
EDIA
CN
0054_XAV_EDIA_CN-301816.raw
EDIA
CN
0055_XAV_EDIA_CN-300112.raw
EDIA
CN
0056_XAV_EDIA_CN-300110.raw
EDIA
CN
0057_XAV_EDIA_CN-300109.raw
EDIA
CN
0058_XAV_EDIA_CN-300111.raw
EDIA
CN
0059_XAV_EDIA_CN-300066.raw
EDIA
CN
0060_XAV_EDIA_CN-300211.raw
EDIA
CN
0061_XAV_EDIA_CN-300513.raw
EDIA
CN
0062_XAV_EDIA_CN-300508.raw
EDIA
CN
0063_XAV_EDIA_CN-300512.raw
EDIA
CN
0064_XAV_EDIA_CN-300509.raw
EDIA
CN
0065_XAV_EDIA_CN-301151.raw
EDIA
CN
0066_XAV_EDIA_CN-300511.raw
EDIA
CN
0067_XAV_EDIA_CN-301031.raw
EDIA
CN
0068_XAV_EDIA_CN-301035.raw
EDIA
CN
0069_XAV_EDIA_CN-301236.raw
EDIA
CN
0070_XAV_EDIA_CN-300390.raw
EDIA
CN
0071_XAV_EDIA_CN-301032.raw
EDIA
CN
0072_XAV_EDIA_CN-301033.raw
EDIA
CN
0073_XAV_EDIA_CN-301082.raw
EDIA
CN
0074_XAV_EDIA_CN-301340.raw
EDIA
CN
0075_XAV_EDIA_CN-300420.raw
EDIA
CN
0076_XAV_EDIA_CN-301083.raw
EDIA
CN
0077_XAV_EDIA_CN-301081.raw
EDIA
CN
0078_XAV_EDIA_CN-301085.raw
EDIA
CN
0079_XAV_EDIA_CN-300421.raw
EDIA
CN
0080_XAV_EDIA_CN-301098.raw
EDIA
CN
0081_XAV_EDIA_CN-301103.raw
EDIA
CN
0082_XAV_EDIA_CN-301101.raw
EDIA
CN
0083_XAV_EDIA_CN-301330.raw
EDIA
CN
0084_XAV_EDIA_CN-301099.raw
EDIA
CN
0085_XAV_EDIA_CN-300476.raw
EDIA
CN
0086_XAV_EDIA_CN-300472.raw
EDIA
CN
0087_XAV_EDIA_CN-300474.raw
EDIA
CN
0088_XAV_EDIA_CN-301132.raw
EDIA
CN
0089_XAV_EDIA_CN-300471.raw
EDIA
CN
0090_XAV_EDIA_CN-300473.raw
EDIA
CN
0091_XAV_EDIA_CN-300234.raw
EDIA
CN
0092_XAV_EDIA_CN-300148.raw
EDIA
CN
0093_XAV_EDIA_CN-300150.raw
EDIA
CN
0094_XAV_EDIA_CN-300070.raw
EDIA
CN
0095_XAV_EDIA_CN-300147.raw
EDIA
CN
0096_XAV_EDIA_CN-300151.raw
EDIA
CN
0097_XAV_EDIA_CN-300350.raw
EDIA
CN
0098_XAV_EDIA_CN-300352.raw
EDIA
CN
0099_XAV_EDIA_CN-300505.raw
EDIA
CN
0100_XAV_EDIA_CN-300236.raw
EDIA
CN
0101_XAV_EDIA_CN-300349.raw
EDIA
CN
0102_XAV_EDIA_CN-300348.raw
EDIA
CN
0103_XAV_EDIA_CN-300202.raw
EDIA
CN
0104_XAV_EDIA_CN-300203.raw
EDIA
CN
0105_XAV_EDIA_CN-300199.raw
EDIA
CN
0106_XAV_EDIA_CN-300200.raw
EDIA
CN
0107_XAV_EDIA_CN-300299.raw
EDIA
CN
0108_XAV_EDIA_CN-300198.raw
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0182_XAV_EDIA_HP-301739.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 32/3150 [02:15<4:03:10,  4.68s/it]
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 768 rows!
Extracted information for 768 samples.
Processing  ST000004
No raw data detected. Ignoring ST000004
Processing  ST003105
No raw data detected. Ignoring ST003105
Processing  ST002050
Initiating REDU-table generation for AN003337
Rest length is 234
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Chatzi Oken-LCMS-Untargeted
HHEAR_10_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_11_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_12_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_13_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_14_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_15_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_16_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_17_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_18_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_19_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_1_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_20_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_2_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_3_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_4_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_5_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_6_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_7_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_8_Oken.raw
Chatzi Oken-LCMS-Untargeted
HHEAR_9_Oken.raw
Chatzi Oken-LCMS-Untargeted
NIST_1_Oken.raw
Chatzi Oken-LCMS-Untargeted
NIST_2_Oken.raw
Chatzi Oken-LCMS-Untargeted
NIST_3_Oken.raw
Chatzi Oken-LCMS-Untargeted
NIST_4_Oken.raw
Chatzi Oken-LCMS-Untargeted
NIST_5_Oken.raw
Chatzi Oken-LCMS-Untargeted
NIST_6_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_10_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_11_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_12_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_13_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_14_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_15_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_16_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_17_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_18_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_19_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_1_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_20_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_2_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_3_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_4_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_5_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_6_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_7_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_8_Oken.raw
Chatzi Oken-LCMS-Untargeted
SP_9_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_100_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_101_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_102_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_103_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_104_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_105_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_106_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_107_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_108_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_109_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_10_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_110_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_111_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_112_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_113_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_114_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_115_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_116_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_117_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_118_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_119_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_11_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_120_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_121_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_122_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_123_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_124_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_125_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_126_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_127_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_128_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_129_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_12_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_130_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_131_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_132_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_133_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_134_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_135_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_136_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_137_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_138_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_139_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_13_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_140_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_141_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_142_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_143_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_144_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_145_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_146_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_147_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_148_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_149_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_14_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_150_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_151_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_152_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_153_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_154_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_155_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_156_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_157_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_158_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_159_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_15_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_160_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_161_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_162_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_163_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_164_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_165_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_166_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_167_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_168_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_169_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_16_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_170_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_171_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_172_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_173_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_174_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_175_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_176_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_177_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_178_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_179_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_17_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_180_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_181_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_182_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_183_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_184_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_185_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_186_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_187_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_188_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_18_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_19_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_1_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_20_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_21_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_22_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_23_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_24_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_25_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_26_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_27_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_28_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_29_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_2_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_30_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_31_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_32_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_33_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_34_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_35_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_36_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_37_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_38_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_39_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_3_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_40_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_41_Oken.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 35/3150 [02:19<2:50:02,  3.28s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 37/3150 [02:21<2:19:20,  2.69s/it]
Chatzi Oken-LCMS-Untargeted
S_42_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_43_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_44_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_45_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_46_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_47_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_48_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_49_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_4_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_50_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_51_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_52_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_53_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_54_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_55_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_56_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_57_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_58_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_59_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_5_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_60_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_61_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_62_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_63_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_64_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_65_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_66_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_67_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_68_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_69_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_6_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_70_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_71_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_72_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_73_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_74_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_75_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_76_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_77_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_78_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_79_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_7_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_80_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_81_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_82_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_83_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_84_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_85_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_86_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_87_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_88_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_89_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_8_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_90_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_91_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_92_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_93_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_94_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_95_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_96_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_97_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_98_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_99_Oken.raw
Chatzi Oken-LCMS-Untargeted
S_9_Oken.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 234 rows!
Extracted information for 234 samples.
Processing  ST001390
No raw data detected. Ignoring ST001390
Processing  ST002457
Initiating REDU-table generation for AN004009
Rest length is 26
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
01_WT-3.raw
02_WT-5.raw
03_WT-6.raw
04_WT-17.raw
05_WT-31.raw
06_WT-8.raw
07_WT-10.raw
08_WT-32.raw
09_Tsc1_KO-1.raw
10_Tsc1_KO-2.raw
11_Tsc1_KO-7.raw
12_Tsc1_KO-15.raw
13_Tsc1_KO-18.raw
14_Tsc1_KO-46.raw
15_Tsc1_KO-38.raw
16_WT_Rapa-2.raw
17_WT_Rapa-23.raw
18_WT_Rapa-25.raw
19_WT_Rapa-27.raw
20_WT_Rapa-29.raw
21_WT_Rapa-31.raw
22_KO_Rapa-14.raw
23_KO_Rapa-22.raw
24_KO_Rapa-51.raw
25_KO_Rapa-50.raw
26_KO_Rapa-17.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 26 rows!
Extracted information for 26 samples.
Processing  ST000628
No raw data detected. Ignoring ST000628
Processing  ST002000
Initiating REDU-table generation for AN003263
Rest length is 197
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
405254 tara conniff raw sample
181015dDTbl01_3.cdf
405254 tara conniff raw sample
181015dDTbl02_2.cdf
405254 tara conniff raw sample
181015dDTbl03_2.cdf
405254 tara conniff raw sample
181015dDTbl04_1.cdf
405254 tara conniff raw sample
181015dDTbl05_1.cdf
405254 tara conniff raw sample
181015dDTbl06_1.cdf
405254 tara conniff raw sample
181015dDTbl07_1.cdf
405254 tara conniff raw sample
181015dDTbl08_1.cdf
405254 tara conniff raw sample
181015dDTbl09_1.cdf
405254 tara conniff raw sample
181015dDTbl10_1.cdf
405254 tara conniff raw sample
181015dDTbl11_1.cdf
405254 tara conniff raw sample
181015dDTbl12_1.cdf
405254 tara conniff raw sample
181015dDTbl13_1.cdf
405254 tara conniff raw sample
181015dDTbl14_1.cdf
405254 tara conniff raw sample
181015dDTbl15_1.cdf
405254 tara conniff raw sample
181015dDTbl16_1.cdf
405254 tara conniff raw sample
181015dDTbl17_1.cdf
405254 tara conniff raw sample
181015dDTbl18_1.cdf
405254 tara conniff raw sample
181015dDTbl19_1.cdf
405254 tara conniff raw sample
181015dDTbl20_1.cdf
405254 tara conniff raw sample
181015dDTsa01_2.cdf
405254 tara conniff raw sample
181015dDTsa02_2.cdf
405254 tara conniff raw sample
181015dDTsa03_2.cdf
405254 tara conniff raw sample
181015dDTsa04_2.cdf
405254 tara conniff raw sample
181015dDTsa05_2.cdf
405254 tara conniff raw sample
181015dDTsa06_2.cdf
405254 tara conniff raw sample
181015dDTsa07_2.cdf
405254 tara conniff raw sample
181015dDTsa08_2.cdf
405254 tara conniff raw sample
181015dDTsa09_2.cdf
405254 tara conniff raw sample
181015dDTsa10_2.cdf
405254 tara conniff raw sample
181015dDTsa11_2.cdf
405254 tara conniff raw sample
181015dDTsa12_2.cdf
405254 tara conniff raw sample
181015dDTsa13_2.cdf
405254 tara conniff raw sample
181015dDTsa14_2.cdf
405254 tara conniff raw sample
181015dDTsa15_2.cdf
405254 tara conniff raw sample
181015dDTsa16_2.cdf
405254 tara conniff raw sample
181015dDTsa17_2.cdf
405254 tara conniff raw sample
181015dDTsa18_2.cdf
405254 tara conniff raw sample
181015dDTsa19_2.cdf
405254 tara conniff raw sample
181015dDTsa20_2.cdf
405254 tara conniff raw sample
181015dDTsa21_2.cdf
405254 tara conniff raw sample
181015dDTsa22_2.cdf
405254 tara conniff raw sample
181015dDTsa23_2.cdf
405254 tara conniff raw sample
181015dDTsa24_2.cdf
405254 tara conniff raw sample
181015dDTsa25_2.cdf
405254 tara conniff raw sample
181015dDTsa26_2.cdf
405254 tara conniff raw sample
181015dDTsa27_1.cdf
405254 tara conniff raw sample
181015dDTsa28_1.cdf
405254 tara conniff raw sample
181015dDTsa29_1.cdf
405254 tara conniff raw sample
181015dDTsa30_1.cdf
405254 tara conniff raw sample
181015dDTsa31_1.cdf
405254 tara conniff raw sample
181015dDTsa32_1.cdf
405254 tara conniff raw sample
181015dDTsa33_1.cdf
405254 tara conniff raw sample
181015dDTsa34_1.cdf
405254 tara conniff raw sample
181015dDTsa35_1.cdf
405254 tara conniff raw sample
181015dDTsa36_1.cdf
405254 tara conniff raw sample
181015dDTsa37_1.cdf
405254 tara conniff raw sample
181015dDTsa38_1.cdf
405254 tara conniff raw sample
181015dDTsa39_1.cdf
405254 tara conniff raw sample
181015dDTsa40_1.cdf
405254 tara conniff raw sample
181015dDTsa41_1.cdf
405254 tara conniff raw sample
181015dDTsa42_1.cdf
405254 tara conniff raw sample
181015dDTsa43_1.cdf
405254 tara conniff raw sample
181015dDTsa44_1.cdf
405254 tara conniff raw sample
181015dDTsa45_1.cdf
405254 tara conniff raw sample
181015dDTsa46_1.cdf
405254 tara conniff raw sample
181015dDTsa47_1.cdf
405254 tara conniff raw sample
181015dDTsa48_1.cdf
405254 tara conniff raw sample
181015dDTsa49_1.cdf
405254 tara conniff raw sample
181015dDTsa50_1.cdf
405254 tara conniff raw sample
181016dDTsa01_1.cdf
405254 tara conniff raw sample
181016dDTsa02_1.cdf
405254 tara conniff raw sample
181016dDTsa03_1.cdf
405254 tara conniff raw sample
181016dDTsa04_1.cdf
405254 tara conniff raw sample
181016dDTsa05_1.cdf
405254 tara conniff raw sample
181016dDTsa06_1.cdf
405254 tara conniff raw sample
181016dDTsa07_1.cdf
405254 tara conniff raw sample
181016dDTsa08_1.cdf
405254 tara conniff raw sample
181016dDTsa09_1.cdf
405254 tara conniff raw sample
181016dDTsa10_1.cdf
405254 tara conniff raw sample/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|          | 39/3150 [02:25<2:05:36,  2.42s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|▏         | 40/3150 [02:28<2:11:26,  2.54s/it]
181016dDTsa11_1.cdf
405254 tara conniff raw sample
181016dDTsa12_1.cdf
405254 tara conniff raw sample
181016dDTsa13_1.cdf
405254 tara conniff raw sample
181016dDTsa14_1.cdf
405254 tara conniff raw sample
181016dDTsa15_1.cdf
405254 tara conniff raw sample
181016dDTsa16_1.cdf
405254 tara conniff raw sample
181016dDTsa17_1.cdf
405254 tara conniff raw sample
181016dDTsa18_1.cdf
405254 tara conniff raw sample
181016dDTsa19_1.cdf
405254 tara conniff raw sample
181016dDTsa20_1.cdf
405254 tara conniff raw sample
181016dDTsa21_1.cdf
405254 tara conniff raw sample
181016dDTsa22_1.cdf
405254 tara conniff raw sample
181016dDTsa23_1.cdf
405254 tara conniff raw sample
181016dDTsa24_1.cdf
405254 tara conniff raw sample
181016dDTsa25_1.cdf
405254 tara conniff raw sample
181016dDTsa26_1.cdf
405254 tara conniff raw sample
181016dDTsa27_1.cdf
405254 tara conniff raw sample
181016dDTsa28_1.cdf
405254 tara conniff raw sample
181016dDTsa29_1.cdf
405254 tara conniff raw sample
181016dDTsa30_1.cdf
405254 tara conniff raw sample
181016dDTsa31_1.cdf
405254 tara conniff raw sample
181016dDTsa32_1.cdf
405254 tara conniff raw sample
181016dDTsa33_1.cdf
405254 tara conniff raw sample
181016dDTsa34_1.cdf
405254 tara conniff raw sample
181016dDTsa35_1.cdf
405254 tara conniff raw sample
181016dDTsa36_1.cdf
405254 tara conniff raw sample
181016dDTsa37_1.cdf
405254 tara conniff raw sample
181016dDTsa38_1.cdf
405254 tara conniff raw sample
181016dDTsa39_1.cdf
405254 tara conniff raw sample
181016dDTsa40_1.cdf
405254 tara conniff raw sample
181016dDTsa41_1.cdf
405254 tara conniff raw sample
181016dDTsa42_1.cdf
405254 tara conniff raw sample
181016dDTsa43_1.cdf
405254 tara conniff raw sample
181016dDTsa44_1.cdf
405254 tara conniff raw sample
181016dDTsa45_1.cdf
405254 tara conniff raw sample
181016dDTsa46_1.cdf
405254 tara conniff raw sample
181016dDTsa47_1.cdf
405254 tara conniff raw sample
181016dDTsa48_1.cdf
405254 tara conniff raw sample
181016dDTsa49_1.cdf
405254 tara conniff raw sample
181016dDTsa50_1.cdf
405254 tara conniff raw sample
181017dDTsa01_2.cdf
405254 tara conniff raw sample
181017dDTsa02_1.cdf
405254 tara conniff raw sample
181017dDTsa03_1.cdf
405254 tara conniff raw sample
181017dDTsa04_1.cdf
405254 tara conniff raw sample
181017dDTsa05_1.cdf
405254 tara conniff raw sample
181017dDTsa06_1.cdf
405254 tara conniff raw sample
181017dDTsa07_1.cdf
405254 tara conniff raw sample
181017dDTsa08_1.cdf
405254 tara conniff raw sample
181017dDTsa09_1.cdf
405254 tara conniff raw sample
181017dDTsa10_1.cdf
405254 tara conniff raw sample
181017dDTsa11_1.cdf
405254 tara conniff raw sample
181017dDTsa12_1.cdf
405254 tara conniff raw sample
181017dDTsa13_1.cdf
405254 tara conniff raw sample
181017dDTsa14_1.cdf
405254 tara conniff raw sample
181017dDTsa15_1.cdf
405254 tara conniff raw sample
181017dDTsa16_1.cdf
405254 tara conniff raw sample
181017dDTsa17_1.cdf
405254 tara conniff raw sample
181017dDTsa18_1.cdf
405254 tara conniff raw sample
181017dDTsa19_1.cdf
405254 tara conniff raw sample
181017dDTsa20_1.cdf
405254 tara conniff raw sample
181017dDTsa21_1.cdf
405254 tara conniff raw sample
181017dDTsa22_1.cdf
405254 tara conniff raw sample
181017dDTsa23_1.cdf
405254 tara conniff raw sample
181017dDTsa24_1.cdf
405254 tara conniff raw sample
181017dDTsa25_1.cdf
405254 tara conniff raw sample
181017dDTsa26_1.cdf
405254 tara conniff raw sample
181017dDTsa27_1.cdf
405254 tara conniff raw sample
181017dDTsa28_1.cdf
405254 tara conniff raw sample
181017dDTsa29_1.cdf
405254 tara conniff raw sample
181017dDTsa30_1.cdf
405254 tara conniff raw sample
181017dDTsa31_1.cdf
405254 tara conniff raw sample
181017dDTsa32_1.cdf
405254 tara conniff raw sample
181017dDTsa33_1.cdf
405254 tara conniff raw sample
181017dDTsa34_1.cdf
405254 tara conniff raw sample
181017dDTsa35_1.cdf
405254 tara conniff raw sample
181017dDTsa36_1.cdf
405254 tara conniff raw sample
181017dDTsa37_1.cdf
405254 tara conniff raw sample
181017dDTsa38_1.cdf
405254 tara conniff raw sample
181017dDTsa39_1.cdf
405254 tara conniff raw sample
181017dDTsa40_1.cdf
405254 tara conniff raw sample
181017dDTsa41_1.cdf
405254 tara conniff raw sample
181017dDTsa42_1.cdf
405254 tara conniff raw sample
181017dDTsa43_1.cdf
405254 tara conniff raw sample
181017dDTsa44_1.cdf
405254 tara conniff raw sample
181017dDTsa45_1.cdf
405254 tara conniff raw sample
181017dDTsa46_1.cdf
405254 tara conniff raw sample
181017dDTsa47_1.cdf
405254 tara conniff raw sample
181017dDTsa48_1.cdf
405254 tara conniff raw sample
181017dDTsa49_1.cdf
405254 tara conniff raw sample
181017dDTsa50_1.cdf
405254 tara conniff raw sample
181018dDTsa01_1.cdf
405254 tara conniff raw sample
181018dDTsa02_1.cdf
405254 tara conniff raw sample
181018dDTsa03_1.cdf
405254 tara conniff raw sample
181018dDTsa04_1.cdf
405254 tara conniff raw sample
181018dDTsa05_1.cdf
405254 tara conniff raw sample
181018dDTsa06_1.cdf
405254 tara conniff raw sample
181018dDTsa07_1.cdf
405254 tara conniff raw sample
181018dDTsa08_1.cdf
405254 tara conniff raw sample
181018dDTsa09_1.cdf
405254 tara conniff raw sample
181018dDTsa10_1.cdf
405254 tara conniff raw sample
181018dDTsa11_1.cdf
405254 tara conniff raw sample
181018dDTsa12_1.cdf
405254 tara conniff raw sample
181018dDTsa13_1.cdf
405254 tara conniff raw sample
181018dDTsa14_1.cdf
405254 tara conniff raw sample
181018dDTsa15_1.cdf
405254 tara conniff raw sample
181018dDTsa16_1.cdf
405254 tara conniff raw sample
181018dDTsa17_1.cdf
405254 tara conniff raw sample
181018dDTsa18_1.cdf
405254 tara conniff raw sample
181018dDTsa19_1.cdf
405254 tara conniff raw sample
181018dDTsa20_1.cdf
405254 tara conniff raw sample
181018dDTsa21_1.cdf
405254 tara conniff raw sample
181018dDTsa22_1.cdf
405254 tara conniff raw sample
181018dDTsa23_1.cdf
405254 tara conniff raw sample
181018dDTsa24_1.cdf
405254 tara conniff raw sample
181018dDTsa25_1.cdf
405254 tara conniff raw sample
181018dDTsa26_1.cdf
405254 tara conniff raw sample
181018dDTsa27_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 197 rows!
Extracted information for 197 samples.
Processing  ST002374
Initiating REDU-table generation for AN003869
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw Data
S_01.wiff
Raw Data
S_02.wiff
Raw Data
S_03.wiff
Raw Data
S_04.wiff
Raw Data
S_05.wiff
Raw Data
S_06.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002110
Initiating REDU-table generation for AN003452
Rest length is 40
raw file key found.
Initiating REDU-table generation for AN003453
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Neg
BW48-1.mzXML
Neg
BW48-10.mzXML
Neg
BW48-11.mzXML
Neg
BW48-12.mzXML
Neg
BW48-13.mzXML
Neg
BW48-14.mzXML
Neg
BW48-15.mzXML
Neg
BW48-16.mzXML
Neg
BW48-17.mzXML
Neg
BW48-18.mzXML
Neg
BW48-19.mzXML
Neg
BW48-2.mzXML
Neg
BW48-20.mzXML
Neg
BW48-21.mzXML
Neg
BW48-22.mzXML
Neg
BW48-23.mzXML
Neg
BW48-24.mzXML
Neg
BW48-25.mzXML
Neg
BW48-26.mzXML
Neg
BW48-27.mzXML
Neg
BW48-28.mzXML
Neg
BW48-29.mzXML
Neg
BW48-3.mzXML
Neg
BW48-30.mzXML
Neg
BW48-31.mzXML
Neg
BW48-32.mzXML
Neg
BW48-33.mzXML
Neg
BW48-34.mzXML
Neg
BW48-35.mzXML
Neg
BW48-36.mzXML
Neg
BW48-37.mzXML
Neg
BW48-38.mzXML
Neg
BW48-39.mzXML
Neg
BW48-4.mzXML
Neg
BW48-40.mzXML
Neg
BW48-5.mzXML
Neg
BW48-6.mzXML
Neg
BW48-7.mzXML
Neg
BW48-8.mzXML
Neg
BW48-9.mzXML
Pos
BW48-1.mzXML
Pos
BW48-10.mzXML
Pos
BW48-11.mzXML
Pos
BW48-12.mzXML
Pos
BW48-13.mzXML
Pos
BW48-14.mzXML
Pos
BW48-15.mzXML
Pos
BW48-16.mzXML
Pos
BW48-17.mzXML
Pos
BW48-18.mzXML
Pos
BW48-19.mzXML
Pos
BW48-2.mzXML
Pos
BW48-20.mzXML
Pos
BW48-21.mzXML
Pos
BW48-22.mzXML
Pos
BW48-23.mzXML
Pos
BW48-24.mzXML
Pos
BW48-25.mzXML
Pos
BW48-26.mzXML
Pos
BW48-27.mzXML
Pos
BW48-28.mzXML
Pos
BW48-29.mzXML
Pos
BW48-3.mzXML
Pos
BW48-30.mzXML
Pos
BW48-31.mzXML
Pos
BW48-32.mzXML
Pos
BW48-33.mzXML
Pos
BW48-34.mzXML
Pos
BW48-35.mzXML
Pos
BW48-36.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|▏         | 41/3150 [02:34<2:45:20,  3.19s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  1%|▏         | 42/3150 [02:37<2:42:33,  3.14s/it]
Pos
BW48-37.mzXML
Pos
BW48-38.mzXML
Pos
BW48-39.mzXML
Pos
BW48-4.mzXML
Pos
BW48-40.mzXML
Pos
BW48-5.mzXML
Pos
BW48-6.mzXML
Pos
BW48-7.mzXML
Pos
BW48-8.mzXML
Pos
BW48-9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 80 rows!
Extracted information for 80 samples.
Processing  ST001338
Initiating REDU-table generation for AN002232
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw data_global profiling_mouse_MS
Cecal content_C1.raw
raw data_global profiling_mouse_MS
Cecal content_C2.raw
raw data_global profiling_mouse_MS
Cecal content_C3.raw
raw data_global profiling_mouse_MS
Cecal content_C4.raw
raw data_global profiling_mouse_MS
Cecal content_GF1.raw
raw data_global profiling_mouse_MS
Cecal content_GF2.raw
raw data_global profiling_mouse_MS
Cecal content_GF3.raw
raw data_global profiling_mouse_MS
Cecal content_GF4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST001422
Initiating REDU-table generation for AN002378
Rest length is 692
raw file key found.
Initiating REDU-table generation for AN002379
Rest length is 692
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Hilicpos
VT_160120_001.raw
Hilicpos
VT_160120_007.raw
Hilicpos
VT_160120_013.raw
Hilicpos
VT_160120_019.raw
Hilicpos
VT_160120_025.raw
Hilicpos
VT_160120_031.raw
Hilicpos
VT_160120_037.raw
Hilicpos
VT_160120_043.raw
Hilicpos
VT_160120_049.raw
Hilicpos
VT_160120_055.raw
Hilicpos
VT_160120_061.raw
Hilicpos
VT_160120_067.raw
Hilicpos
VT_160120_073.raw
Hilicpos
VT_160120_079.raw
Hilicpos
VT_160120_085.raw
Hilicpos
VT_160120_091.raw
Hilicpos
VT_160120_097.raw
Hilicpos
VT_160120_103.raw
Hilicpos
VT_160120_109.raw
Hilicpos
VT_160120_115.raw
Hilicpos
VT_160120_121.raw
Hilicpos
VT_160120_127.raw
Hilicpos
VT_160120_133.raw
Hilicpos
VT_160120_139.raw
Hilicpos
VT_160121_001.raw
Hilicpos
VT_160121_007.raw
Hilicpos
VT_160121_013.raw
Hilicpos
VT_160121_019.raw
Hilicpos
VT_160121_025.raw
Hilicpos
VT_160121_031.raw
Hilicpos
VT_160121_037.raw
Hilicpos
VT_160121_043.raw
Hilicpos
VT_160121_049.raw
Hilicpos
VT_160121_055.raw
Hilicpos
VT_160121_061.raw
Hilicpos
VT_160121_067.raw
Hilicpos
VT_160121_073.raw
Hilicpos
VT_160121_079.raw
Hilicpos
VT_160121_085.raw
Hilicpos
VT_160121_091.raw
Hilicpos
VT_160121_097.raw
Hilicpos
VT_160121_103.raw
Hilicpos
VT_160121_109.raw
Hilicpos
VT_160121_115.raw
Hilicpos
VT_160121_121.raw
Hilicpos
VT_160121_127.raw
Hilicpos
VT_160121_133.raw
Hilicpos
VT_160122_001.raw
Hilicpos
VT_160122_007.raw
Hilicpos
VT_160122_013.raw
Hilicpos
VT_160122_019.raw
Hilicpos
VT_160122_025.raw
Hilicpos
VT_160122_031.raw
Hilicpos
VT_160122_037.raw
Hilicpos
VT_160122_043.raw
Hilicpos
VT_160122_049.raw
Hilicpos
VT_160122_055.raw
Hilicpos
VT_160122_061.raw
Hilicpos
VT_160122_067.raw
Hilicpos
VT_160122_073.raw
Hilicpos
VT_160122_079.raw
Hilicpos
VT_160122_085.raw
Hilicpos
VT_160122_091.raw
Hilicpos
VT_160122_097.raw
Hilicpos
VT_160122_103.raw
Hilicpos
VT_160122_109.raw
Hilicpos
VT_160122_115.raw
Hilicpos
VT_160122_121.raw
Hilicpos
VT_160122_127.raw
Hilicpos
VT_160122_133.raw
Hilicpos
VT_160123_001.raw
Hilicpos
VT_160123_007.raw
Hilicpos
VT_160123_013.raw
Hilicpos
VT_160123_019.raw
Hilicpos
VT_160123_025.raw
Hilicpos
VT_160123_031.raw
Hilicpos
VT_160123_037.raw
Hilicpos
VT_160123_043.raw
Hilicpos
VT_160123_049.raw
Hilicpos
VT_160123_055.raw
Hilicpos
VT_160123_061.raw
Hilicpos
VT_160123_067.raw
Hilicpos
VT_160123_073.raw
Hilicpos
VT_160123_079.raw
Hilicpos
VT_160123_085.raw
Hilicpos
VT_160123_091.raw
Hilicpos
VT_160123_097.raw
Hilicpos
VT_160123_103.raw
Hilicpos
VT_160123_109.raw
Hilicpos
VT_160123_115.raw
Hilicpos
VT_160123_121.raw
Hilicpos
VT_160123_127.raw
Hilicpos
VT_160123_133.raw
Hilicpos
VT_160125_001.raw
Hilicpos
VT_160125_007.raw
Hilicpos
VT_160125_013.raw
Hilicpos
VT_160125_019.raw
Hilicpos
VT_160125_025.raw
Hilicpos
VT_160125_031.raw
Hilicpos
VT_160125_037.raw
Hilicpos
VT_160125_043.raw
Hilicpos
VT_160125_049.raw
Hilicpos
VT_160125_055.raw
Hilicpos
VT_160125_061.raw
Hilicpos
VT_160125_067.raw
Hilicpos
VT_160125_073.raw
Hilicpos
VT_160125_079.raw
Hilicpos
VT_160125_085.raw
Hilicpos
VT_160125_091.raw
Hilicpos
VT_160125_097.raw
Hilicpos
VT_160125_103.raw
Hilicpos
VT_160125_109.raw
Hilicpos
VT_160125_115.raw
Hilicpos
VT_160125_121.raw
Hilicpos
VT_160125_127.raw
Hilicpos
VT_160125_133.raw
Hilicpos
VT_160126_001.raw
Hilicpos
VT_160126_007.raw
Hilicpos
VT_160126_013.raw
Hilicpos
VT_160126_019.raw
Hilicpos
VT_160126_025.raw
Hilicpos
VT_160126_031.raw
Hilicpos
VT_160126_037.raw
Hilicpos
VT_160126_043.raw
Hilicpos
VT_160126_049.raw
Hilicpos
VT_160126_055.raw
Hilicpos
VT_160126_061.raw
Hilicpos
VT_160126_067.raw
Hilicpos
VT_160126_073.raw
Hilicpos
VT_160126_079.raw
Hilicpos
VT_160126_085.raw
Hilicpos
VT_160126_091.raw
Hilicpos
VT_160126_097.raw
Hilicpos
VT_160126_103.raw
Hilicpos
VT_160126_109.raw
Hilicpos
VT_160126_115.raw
Hilicpos
VT_160126_121.raw
Hilicpos
VT_160126_127.raw
Hilicpos
VT_160126_133.raw
Hilicpos
VT_160127_001.raw
Hilicpos
VT_160127_007.raw
Hilicpos
VT_160127_013.raw
Hilicpos
VT_160127_019.raw
Hilicpos
VT_160127_025.raw
Hilicpos
VT_160127_031.raw
Hilicpos
VT_160127_037.raw
Hilicpos
VT_160127_043.raw
Hilicpos
VT_160127_049.raw
Hilicpos
VT_160127_055.raw
Hilicpos
VT_160127_061.raw
Hilicpos
VT_160127_067.raw
Hilicpos
VT_160127_073.raw
Hilicpos
VT_160127_079.raw
Hilicpos
VT_160127_085.raw
Hilicpos
VT_160127_091.raw
Hilicpos
VT_160127_097.raw
Hilicpos
VT_160127_103.raw
Hilicpos
VT_160127_109.raw
Hilicpos
VT_160127_115.raw
Hilicpos
VT_160127_121.raw
Hilicpos
VT_160127_127.raw
Hilicpos
VT_160127_133.raw
Hilicpos
VT_160128_001.raw
Hilicpos
VT_160128_007.raw
Hilicpos
VT_160128_013.raw
Hilicpos
VT_160128_019.raw
Hilicpos
VT_160128_025.raw
Hilicpos
VT_160128_031.raw
Hilicpos
VT_160128_037.raw
Hilicpos
VT_160128_043.raw
Hilicpos
VT_160128_049.raw
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VT_160218_121.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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VT_160226_085.raw
Hilicpos
VT_160226_091.raw
Hilicpos
VT_160226_097.raw
Hilicpos
VT_160226_103.raw
Hilicpos
VT_160226_109.raw
Hilicpos
VT_160226_115.raw
Hilicpos
VT_160226_121.raw
Hilicpos
VT_160226_127.raw
Hilicpos
VT_160226_133.raw
Hilicpos
VT_160226_139.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 692 rows!
Extracted information for 692 samples.
Processing  ST002970
No raw data detected. Ignoring ST002970
Processing  ST003061
No raw data detected. Ignoring ST003061
Processing  ST003478
No raw data detected. Ignoring ST003478
Processing  ST000841
No raw data detected. Ignoring ST000841
Processing  ST003429
Initiating REDU-table generation for AN005631
Rest length is 49
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 449.36it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005632
Rest length is 49
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 456.05it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 48/3150 [02:50<2:00:51,  2.34s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 49/3150 [02:53<2:09:01,  2.50s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230303 Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-Blank (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 0 uM cells (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 0 uM cells (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 0 uM cells.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 0 uM med (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 0 uM med (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 0 uM med.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 0.1 uM cells (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 1 uM cells (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 1 uM cells (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 1 uM cells.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 1 uM med (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 1 uM med (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 1 uM med.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 10 uM cells (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 10 uM cells (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 10 uM cells.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 10 uM med (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 10 uM med (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 10 uM med.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 20 uM cells (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 20 uM cells (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 20 uM cells.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 20 uM med (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 20 uM med (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 20 uM med.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 40 uM cells (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 40 uM cells (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 40 uM cells.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 40 uM med (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 40 uM med (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 40 uM med.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 5 uM cells (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 5 uM cells (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 5 uM cells.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 5 uM med (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 5 uM med (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-BT-474 Fasnall 5 uM med.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-Blank.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-Bottle medium (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-Bottle medium (3).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-Bottle medium.mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-DMEM_F12 no adds (2).mzML
Dima BT-474 Fasnall mzML
20230303 Dima BT-474 Fasnall-DMEM_F12 no adds.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 44 rows!
Extracted information for 44 samples.
Processing  ST003554
Initiating REDU-table generation for AN005842
Rest length is 194
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005843
Rest length is 194
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2024-03-20 19:07:48 .R..A     25489408      5084359  MyData
240320_Eli_YY_Bee_Brain_undiluted.wiff
2024-04-04 12:35:46 .R..A     18788352               MyData
240404_CU_Eli_Batch1_Brain_diluted.wiff
2024-04-05 13:40:01 .R..A     19283968               MyData
240405_CU_Eli_Batch2_Brain_diluted.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST001944
No raw data detected. Ignoring ST001944
Processing  ST000459
No raw data detected. Ignoring ST000459
Processing  ST002987
Initiating REDU-table generation for AN004907
Rest length is 242
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
All LCMS files
0minPK_Subject2.mzXML
All LCMS files
0minPK_Subject5.mzXML
All LCMS files
0minPK_Subject6.mzXML
All LCMS files
0min_invivoneut_Subject2.mzXML
All LCMS files
0min_invivoneut_Subject5.mzXML
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0min_invivoneut_Subject6.mzXML
All LCMS files
10minPK_Subject2.mzXML
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10minPK_Subject5.mzXML
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10minPK_Subject6.mzXML
All LCMS files
20minPK_Subject2.mzXML
All LCMS files
20minPK_Subject5.mzXML
All LCMS files
20minPK_Subject6.mzXML
All LCMS files
30minPK_Subject2.mzXML
All LCMS files
30minPK_Subject5.mzXML
All LCMS files
30minPK_Subject6.mzXML
All LCMS files
30min_invivoneut_Subject2.mzXML
All LCMS files
30min_invivoneut_Subject5.mzXML
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30min_invivoneut_Subject6.mzXML
All LCMS files
60minPK_Subject2.mzXML
All LCMS files
60minPK_Subject5.mzXML
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60minPK_Subject6.mzXML
All LCMS files
60min_invivoneut_Subject2.mzXML
All LCMS files
60min_invivoneut_Subject5.mzXML
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60min_invivoneut_Subject6.mzXML
All LCMS files
HI_PsA_Exp51_a.mzXML
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HI_PsA_Exp51_b.mzXML
All LCMS files
HI_PsA_Exp54_a.mzXML
All LCMS files
HI_PsA_Exp54_b.mzXML
All LCMS files
HI_PsA_Exp71_a.mzXML
All LCMS files
HI_PsA_Exp71_b.mzXML
All LCMS files
HI_PsA_GPi_Exp51_a.mzXML
All LCMS files
HI_PsA_GPi_Exp51_b.mzXML
All LCMS files
HI_PsA_GPi_Exp54_a.mzXML
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HI_PsA_GPi_Exp54_b.mzXML
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HI_PsA_GPi_Exp71_a.mzXML
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HI_PsA_GPi_Exp71_b.mzXML
All LCMS files
HL60 _unstim_a.mzXML
All LCMS files
HL60 _unstim_b.mzXML
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HL60_unstim_GPi_b.mzXML
All LCMS files
LPS_120min_Exp81_a.mzXML
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LPS_120min_Exp81_b.mzXML
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LPS_120min_Exp81_c.mzXML
All LCMS files
LPS_120min_Exp83_a.mzXML
All LCMS files
LPS_120min_Exp83_b.mzXML
All LCMS files
LPS_120min_Exp83_c.mzXML
All LCMS files
LPS_30min_Exp81_a.mzXML
All LCMS files
LPS_30min_Exp81_b.mzXML
All LCMS files
LPS_30min_Exp81_c.mzXML
All LCMS files
LPS_30min_Exp83_a.mzXML
All LCMS files
LPS_30min_Exp83_b.mzXML
All LCMS files
LPS_30min_Exp83_c.mzXML
All LCMS files
LPS_30min_Exp84_a.mzXML
All LCMS files
LPS_30min_Exp84_b.mzXML
All LCMS files
LPS_30min_Exp84_c.mzXML
All LCMS files
LPS_4_21_a.mzXML
All LCMS files
LPS_4_21_b.mzXML
All LCMS files
LPS_4_21_c.mzXML
All LCMS files
LPS_4_26_a.mzXML
All LCMS files
LPS_4_26_b.mzXML
All LCMS files
LPS_4_26_c.mzXML
All LCMS files
LPS_5_2_a.mzXML
All LCMS files
LPS_5_2_b.mzXML
All LCMS files
LPS_5_2_c.mzXML
All LCMS files
LPS_GPi_4_21_a.mzXML
All LCMS files
LPS_GPi_4_21_b.mzXML
All LCMS files
LPS_GPi_4_21_c.mzXML
All LCMS files
LPS_GPi_4_26_a.mzXML
All LCMS files
LPS_GPi_4_26_b.mzXML
All LCMS files
LPS_GPi_4_26_c.mzXML
All LCMS files
LPS_GPi_5_2_a.mzXML
All LCMS files
LPS_GPi_5_2_b.mzXML
All LCMS files
LPS_GPi_5_2_c.mzXML
All LCMS files
PMA_30min_Exp33_a.mzXML
All LCMS files
PMA_30min_Exp33_b.mzXML
All LCMS files/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 52/3150 [02:57<1:39:55,  1.94s/it]
PMA_30min_Exp35_a.mzXML
All LCMS files
PMA_30min_Exp35_b.mzXML
All LCMS files
PMA_Exp16_a.mzXML
All LCMS files
PMA_Exp16_b.mzXML
All LCMS files
PMA_Exp22_a.mzXML
All LCMS files
PMA_Exp22_b.mzXML
All LCMS files
PMA_Exp29_a.mzXML
All LCMS files
PMA_Exp29_b.mzXML
All LCMS files
PMA_GPi_Exp16_a.mzXML
All LCMS files
PMA_GPi_Exp16_b.mzXML
All LCMS files
PMA_GPi_Exp22_a.mzXML
All LCMS files
PMA_GPi_Exp22_b.mzXML
All LCMS files
PMA_GPi_Exp29_a.mzXML
All LCMS files
PMA_GPi_Exp29_b.mzXML
All LCMS files
PMA_GPi_Exp33_a.mzXML
All LCMS files
PMA_GPi_Exp33_b.mzXML
All LCMS files
PMA_GPi_Exp35_a.mzXML
All LCMS files
PMA_GPi_Exp35_b.mzXML
All LCMS files
PMA_GPi_no_glc_Exp29_a.mzXML
All LCMS files
PMA_GPi_no_glc_Exp29_b.mzXML
All LCMS files
PMA_GPi_no_glc_Exp33_a.mzXML
All LCMS files
PMA_GPi_no_glc_Exp33_b.mzXML
All LCMS files
PMA_GPi_no_glc_Exp35_a.mzXML
All LCMS files
PMA_GPi_no_glc_Exp35_b.mzXML
All LCMS files
PMA_no_glc_Exp29_a.mzXML
All LCMS files
PMA_no_glc_Exp29_b.mzXML
All LCMS files
PMA_no_glc_Exp33_a.mzXML
All LCMS files
PMA_no_glc_Exp33_b.mzXML
All LCMS files
PMA_no_glc_Exp35_a.mzXML
All LCMS files
PMA_no_glc_Exp35_b.mzXML
All LCMS files
TNF_Exp22_a.mzXML
All LCMS files
TNF_Exp22_b.mzXML
All LCMS files
TNF_Exp51_a.mzXML
All LCMS files
TNF_Exp51_b.mzXML
All LCMS files
TNF_Exp54_a.mzXML
All LCMS files
TNF_Exp54_b.mzXML
All LCMS files
TNF_Exp6_a.mzXML
All LCMS files
TNF_Exp6_b.mzXML
All LCMS files
TNF_GPi_Exp22_a.mzXML
All LCMS files
TNF_GPi_Exp22_b.mzXML
All LCMS files
TNF_GPi_Exp51_a.mzXML
All LCMS files
TNF_GPi_Exp51_b.mzXML
All LCMS files
TNF_GPi_Exp54_a.mzXML
All LCMS files
TNF_GPi_Exp54_b.mzXML
All LCMS files
Zym_15min_Exp114_a.mzXML
All LCMS files
Zym_15min_Exp114_b.mzXML
All LCMS files
Zym_15min_Exp114_c.mzXML
All LCMS files
Zym_15min_Exp6_a.mzXML
All LCMS files
Zym_15min_Exp6_b.mzXML
All LCMS files
Zym_30min_5_15_a.mzXML
All LCMS files
Zym_30min_5_15_b.mzXML
All LCMS files
Zym_30min_5_15_c.mzXML
All LCMS files
Zym_30min_5_17_a.mzXML
All LCMS files
Zym_30min_5_17_b.mzXML
All LCMS files
Zym_30min_5_17_c.mzXML
All LCMS files
Zym_30min_5_18_a.mzXML
All LCMS files
Zym_30min_5_18_b.mzXML
All LCMS files
Zym_30min_5_18_c.mzXML
All LCMS files
Zym_30min_Exp114_a.mzXML
All LCMS files
Zym_30min_Exp114_b.mzXML
All LCMS files
Zym_30min_Exp114_c.mzXML
All LCMS files
Zym_60min_Exp114_a.mzXML
All LCMS files
Zym_60min_Exp114_b.mzXML
All LCMS files
Zym_60min_Exp114_c.mzXML
All LCMS files
Zym_60min_Exp6_a.mzXML
All LCMS files
Zym_60min_Exp6_b.mzXML
All LCMS files
Zym_Exp16_a.mzXML
All LCMS files
Zym_Exp16_b.mzXML
All LCMS files
Zym_Exp22_a.mzXML
All LCMS files
Zym_Exp22_b.mzXML
All LCMS files
Zym_Exp29_a.mzXML
All LCMS files
Zym_Exp29_b.mzXML
All LCMS files
Zym_Exp35_a.mzXML
All LCMS files
Zym_Exp35_b.mzXML
All LCMS files
Zym_Exp46_a.mzXML
All LCMS files
Zym_Exp46_b.mzXML
All LCMS files
Zym_Exp6_a.mzXML
All LCMS files
Zym_Exp6_b.mzXML
All LCMS files
Zym_GPi_5_15_a.mzXML
All LCMS files
Zym_GPi_5_15_b.mzXML
All LCMS files
Zym_GPi_5_15_c.mzXML
All LCMS files
Zym_GPi_5_17_a.mzXML
All LCMS files
Zym_GPi_5_17_b.mzXML
All LCMS files
Zym_GPi_5_17_c.mzXML
All LCMS files
Zym_GPi_5_18_a.mzXML
All LCMS files
Zym_GPi_5_18_b.mzXML
All LCMS files
Zym_GPi_5_18_c.mzXML
All LCMS files
Zym_GPi_Exp16_a.mzXML
All LCMS files
Zym_GPi_Exp16_b.mzXML
All LCMS files
Zym_GPi_Exp22_a.mzXML
All LCMS files
Zym_GPi_Exp22_b.mzXML
All LCMS files
Zym_GPi_Exp29_a.mzXML
All LCMS files
Zym_GPi_Exp29_b.mzXML
All LCMS files
Zym_GPi_Exp35_a.mzXML
All LCMS files
Zym_GPi_Exp35_b.mzXML
All LCMS files
Zym_GPi_Exp46_a.mzXML
All LCMS files
Zym_GPi_Exp46_b.mzXML
All LCMS files
Zym_GPi_no_glc_5_15_a.mzXML
All LCMS files
Zym_GPi_no_glc_5_15_b.mzXML
All LCMS files
Zym_GPi_no_glc_5_15_c.mzXML
All LCMS files
Zym_GPi_no_glc_5_17_a.mzXML
All LCMS files
Zym_GPi_no_glc_5_17_b.mzXML
All LCMS files
Zym_GPi_no_glc_5_17_c.mzXML
All LCMS files
Zym_GPi_no_glc_5_18_a.mzXML
All LCMS files
Zym_GPi_no_glc_5_18_b.mzXML
All LCMS files
Zym_GPi_no_glc_5_18_c.mzXML
All LCMS files
Zym_no_glc_5_15_a.mzXML
All LCMS files
Zym_no_glc_5_15_b.mzXML
All LCMS files
Zym_no_glc_5_15_c.mzXML
All LCMS files
Zym_no_glc_5_17_a.mzXML
All LCMS files
Zym_no_glc_5_17_b.mzXML
All LCMS files
Zym_no_glc_5_17_c.mzXML
All LCMS files
Zym_no_glc_5_18_a.mzXML
All LCMS files
Zym_no_glc_5_18_b.mzXML
All LCMS files
Zym_no_glc_5_18_c.mzXML
All LCMS files
unstim_2hr_Exp6_a.mzXML
All LCMS files
unstim_2hr_Exp6_b.mzXML
All LCMS files
unstim_30min_5_15_a.mzXML
All LCMS files
unstim_30min_5_15_b.mzXML
All LCMS files
unstim_30min_5_15_c.mzXML
All LCMS files
unstim_30min_5_17_a.mzXML
All LCMS files
unstim_30min_5_17_b.mzXML
All LCMS files
unstim_30min_5_17_c.mzXML
All LCMS files
unstim_30min_5_18_a.mzXML
All LCMS files
unstim_30min_5_18_b.mzXML
All LCMS files
unstim_30min_5_18_c.mzXML
All LCMS files
unstim_30min_Exp114_a.mzXML
All LCMS files
unstim_30min_Exp114_b.mzXML
All LCMS files
unstim_30min_Exp114_c.mzXML
All LCMS files
unstim_30min_Exp29_a.mzXML
All LCMS files
unstim_30min_Exp29_b.mzXML
All LCMS files
unstim_30min_Exp33_a.mzXML
All LCMS files
unstim_30min_Exp33_b.mzXML
All LCMS files
unstim_30min_Exp35_a.mzXML
All LCMS files
unstim_30min_Exp35_b.mzXML
All LCMS files
unstim_30min_Exp6_a.mzXML
All LCMS files
unstim_30min_Exp6_b.mzXML
All LCMS files
unstim_30min_Exp81_a.mzXML
All LCMS files
unstim_30min_Exp81_b.mzXML
All LCMS files
unstim_30min_Exp81_c.mzXML
All LCMS files
unstim_30min_Exp83_a.mzXML
All LCMS files
unstim_30min_Exp83_b.mzXML
All LCMS files
unstim_30min_Exp83_c.mzXML
All LCMS files
unstim_30min_Exp84_a.mzXML
All LCMS files
unstim_30min_Exp84_b.mzXML
All LCMS files
unstim_30min_Exp84_c.mzXML
All LCMS files
unstim_6hr_Exp6_a.mzXML
All LCMS files
unstim_6hr_Exp6_b.mzXML
All LCMS files
unstim_GPi_Exp64_a.mzXML
All LCMS files
unstim_GPi_Exp64_b.mzXML
All LCMS files
unstim_GPi_Exp71_a.mzXML
All LCMS files
unstim_GPi_Exp71_b.mzXML
All LCMS files
unstim_GPi_Exp74_a.mzXML
All LCMS files
unstim_GPi_Exp74_b.mzXML
All LCMS files
unstim_exp16_a.mzXML
All LCMS files
unstim_exp16_b.mzXML
All LCMS files
unstim_exp46_a.mzXML
All LCMS files
unstim_exp46_b.mzXML
All LCMS files
unstim_exp64_a.mzXML
All LCMS files
unstim_exp64_b.mzXML
All LCMS files
unstim_exp71_a.mzXML
All LCMS files
unstim_exp71_b.mzXML
All LCMS files
unstim_exp74_a.mzXML
All LCMS files
unstim_exp74_b.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 238 rows!
Extracted information for 238 samples.
Processing  ST000348
No raw data detected. Ignoring ST000348
Processing  ST001794
Initiating REDU-table generation for AN002911
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 265.43it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002912
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 263.53it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002913
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 263.06it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002914
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 257.12it/s]

  2%|▏         | 54/3150 [02:59<1:28:09,  1.71s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 56/3150 [03:02<1:22:35,  1.60s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000423
No raw data detected. Ignoring ST000423
Processing  ST003126
Initiating REDU-table generation for AN005125
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HF976_Heart
H_HetCD_1.raw
HF976_Heart
H_HetCD_2.raw
HF976_Heart
H_HetCD_3.raw
HF976_Heart
H_HetCD_4.raw
HF976_Heart
H_HetCD_5.raw
HF976_Heart
H_HetHFD_1.raw
HF976_Heart
H_HetHFD_10.raw
HF976_Heart
H_HetHFD_2.raw
HF976_Heart
H_HetHFD_3.raw
HF976_Heart
H_HetHFD_4.raw
HF976_Heart
H_HetHFD_5.raw
HF976_Heart
H_HetHFD_6.raw
HF976_Heart
H_HetHFD_7.raw
HF976_Heart
H_HetHFD_8.raw
HF976_Heart
H_HetHFD_9.raw
HF976_Heart
H_WTCD_1.raw
HF976_Heart
H_WTCD_10.raw
HF976_Heart
H_WTCD_2.raw
HF976_Heart
H_WTCD_3.raw
HF976_Heart
H_WTCD_4.raw
HF976_Heart
H_WTCD_5.raw
HF976_Heart
H_WTCD_6.raw
HF976_Heart
H_WTCD_7.raw
HF976_Heart
H_WTCD_8.raw
HF976_Heart
H_WTCD_9.raw
HF976_Heart
H_WTHFD_1.raw
HF976_Heart
H_WTHFD_10.raw
HF976_Heart
H_WTHFD_2.raw
HF976_Heart
H_WTHFD_3.raw
HF976_Heart
H_WTHFD_4.raw
HF976_Heart
H_WTHFD_5.raw
HF976_Heart
H_WTHFD_6.raw
HF976_Heart
H_WTHFD_7.raw
HF976_Heart
H_WTHFD_8.raw
HF976_Heart
H_WTHFD_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 35 rows!
Extracted information for 35 samples.
Processing  ST001353
Initiating REDU-table generation for AN002251
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]

Mapping potential matches:  62%|██████▎   | 15/24 [00:00<00:00, 146.35it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 146.62it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002252
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]

Mapping potential matches:  62%|██████▎   | 15/24 [00:00<00:00, 148.72it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 147.78it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 57/3150 [03:06<1:42:42,  1.99s/it]
  2%|▏         | 60/3150 [03:06<59:03,  1.15s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 61/3150 [03:10<1:20:28,  1.56s/it]
  2%|▏         | 64/3150 [03:10<47:40,  1.08it/s]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_10[Con018]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_11[CKD009]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_12[CKD010]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_13[CKD011]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_14[CKD012]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_15[CKD013]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_16[CKD014]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_17[CKD015]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_18[CKD016]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_19[CKD017]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_1[Con009]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_1[Pooled_CKD_Female]n-dd.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_1[Pooled_CKD_Female]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_1[Pooled_CKD_Male]n-dd.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_1[Pooled_CKD_Male]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_1[Pooled_Control_Female]n-dd.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_1[Pooled_Control_Female]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_1[Pooled_Control_Male]n-dd.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_1[Pooled_Control_Male]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_20[CKD018]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_2[Con010]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_3[Con011]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_4[Con012]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_5[Con013]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_6[Con014]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_7[Con015]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_8[Con016]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
NEG
QE2_jdg_234_Ryan_9[Con017]n.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_10[Con018]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_11[CKD009]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_12[CKD010]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_13[CKD011]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_14[CKD012]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_15[CKD013]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_16[CKD014]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_17[CKD015]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_18[CKD016]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_19[CKD017]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_1[Con009]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_1[Pooled_CKD_Female]p-dd.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_1[Pooled_CKD_Female]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_1[Pooled_CKD_Male]p-dd.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_1[Pooled_CKD_Male]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_1[Pooled_Control_Female]p-dd.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_1[Pooled_Control_Female]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_1[Pooled_Control_Male]p-dd.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_1[Pooled_Control_Male]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_20[CKD018]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_2[Con010]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_3[Con011]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_4[Con012]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_5[Con013]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_6[Con014]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_7[Con015]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_8[Con016]p.mzXML
Ryan_Metabolomics_191018_jdg
processing
Ryan_Metabolomics
MzXML
POS
QE2_jdg_234_Ryan_9[Con017]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 56 rows!
Extracted information for 56 samples.
Processing  ST000446
No raw data detected. Ignoring ST000446
Processing  ST001960
No raw data detected. Ignoring ST001960
Processing  ST000663
No raw data detected. Ignoring ST000663
Processing  ST002115
Initiating REDU-table generation for AN003513
Rest length is 12
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003514
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HT1080_DMSO_01_HILIC.mzXML
HT1080_DMSO_02_HILIC.mzXML
HT1080_DMSO_03_HILIC.mzXML
HT1080_ML162_01_HILIC.mzXML
HT1080_ML162_02_HILIC.mzXML
HT1080_ML162_03_HILIC.mzXML
HT1080_ML210_01_HILIC.mzXML
HT1080_ML210_02_HILIC.mzXML
HT1080_ML210_03_HILIC.mzXML
HT1080_RSL3_01_HILIC.mzXML
HT1080_RSL3_02_HILIC.mzXML
HT1080_RSL3_03_HILIC.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002868
No raw data detected. Ignoring ST002868
Processing  ST000157
No raw data detected. Ignoring ST000157
Processing  ST002424
No raw data detected. Ignoring ST002424
Processing  ST003481
Initiating REDU-table generation for AN005716
Rest length is 18
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]

Mapping potential matches:  22%|██▏       | 4/18 [00:00<00:00, 39.12it/s]

Mapping potential matches:  44%|████▍     | 8/18 [00:00<00:00, 38.72it/s]

Mapping potential matches:  67%|██████▋   | 12/18 [00:00<00:00, 38.76it/s]

Mapping potential matches:  89%|████████▉ | 16/18 [00:00<00:00, 39.01it/s]
Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 38.95it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Rawdata
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Rawdata
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Rawdata
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Rawdata
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Rawdata
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Rawdata
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Rawdata
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Rawdata
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 648 rows!
Extracted information for 648 samples.
Processing  ST000627
No raw data detected. Ignoring ST000627
Processing  ST002028
Initiating REDU-table generation for AN003298
Rest length is 149
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01550883_001.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01574184_002.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01583250_006.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01586115_003.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01593509_008.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01607340_007.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01617214_009.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01619927_014.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01629595_004.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01637028_022.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01648850_015.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01683157_024.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01685857_010.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01686993_005.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01692983_159.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01694989_023.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01699494_012.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01704567_025.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01707130_011.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01710825_016.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01713712_013.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01715506_018.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01718537_031.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01718604_020.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01728314_026.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01730343_017.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01734732_028.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01735982_021.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01744745_034.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01747171_027.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01757954_038.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01758794_036.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01759730_029.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01764367_033.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01770486_035.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01774074_040.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01775777_039.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01776131_037.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01803066_041.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01807614_048.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01811942_042.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01820314_044.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01830763_043.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01831593_046.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01838033_045.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01841468_057.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01844927_059.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01851707_047.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01865119_058.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01871547_060.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01873233_049.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01882415_051.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01890031_071.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01890932_055.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01891592_053.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01891737_050.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01898452_061.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01899167_052.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01900937_063.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01905966_065.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01906962_072.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01909498_054.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01912456_056.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01915427_067.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01916436_062.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01920609_064.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01922992_069.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01923384_066.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01931744_073.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01933527_068.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01940439_070.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01950714_074.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01952707_077.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01975227_078.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-01975879_075.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02017711_083.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02019533_076.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02022775_085.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02037308_081.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02037597_079.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02040176_084.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02045482_086.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02055250_080.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02055701_082.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02061768_093.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02062826_091.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02082138_095.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02097213_094.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02099628_092.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02099946_087.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02101177_097.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02108920_089.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02117135_103.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02119956_096.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02129908_088.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02135615_090.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02136575_098.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02139810_104.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02155472_109.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02156517_113.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02159560_111.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02163124_117.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02171917_119.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02173570_121.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02174019_099.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02176985_101.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02177788_110.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02179395_114.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02184855_107.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02186686_112.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02186695_105.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02189596_125.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02193478_118.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02207959_100.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02208413_120.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02209055_122.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02210756_102.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02217669_108.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02219083_106.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02220151_124.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02221392_126.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02224703_115.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02232959_129.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02245717_131.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02248450_116.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02254825_130.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02269483_132.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02281190_127.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02282708_137.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02309902_138.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02328916_133.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 67/3150 [03:21<1:43:05,  2.01s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 69/3150 [03:23<1:30:57,  1.77s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 70/3150 [03:26<1:44:10,  2.03s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 72/3150 [03:29<1:34:18,  1.84s/it]
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02343753_139.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02348451_135.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02348498_143.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02349304_141.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02354063_134.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02505149_145.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02583618_140.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02621442_136.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02622760_142.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02636728_155.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02637716_146.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02674498_156.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02681370_149.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02724295_151.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02731752_157.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02734868_153.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02750185_152.raw
raw_data_stoolHILIC
HILICpos_McCann_Stool_RS-02756031_158.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 149 rows!
Extracted information for 149 samples.
Processing  ST000993
No raw data detected. Ignoring ST000993
Processing  ST001740
Initiating REDU-table generation for AN002833
Rest length is 150
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AnalystFiles_PI_NIH3T3
HP_140211_AP4_10m_1h.wiff
AnalystFiles_PI_NIH3T3
HP_140211_AP4_10min_1h.wiff
AnalystFiles_PI_NIH3T3
HP_140211_AP4_6h_24h.wiff
AnalystFiles_PI_NIH3T3
HP_140213_AP4_6h_24_restart.wiff
AnalystFiles_PI_NIH3T3
HP_140214_AP4and5_48h_10min.wiff
AnalystFiles_PI_NIH3T3
HP_140214_AP4und5_48h_10min.wiff
AnalystFiles_PI_NIH3T3
HP_140217_AP5_1h_6h.wiff
AnalystFiles_PI_NIH3T3
HP_140227_AP5_24h_48h.wiff
AnalystFiles_PI_NIH3T3
HP_140228_AP5_24h_48h.wiff
AnalystFiles_PI_NIH3T3
HP_140311_AP6_10min.wiff
AnalystFiles_PI_NIH3T3
HP_140312_AP6_1h.wiff
AnalystFiles_PI_NIH3T3
HP_140313_AP6_6h_24h.wiff
AnalystFiles_PI_NIH3T3
HP_140314_AP6_24h.wiff
AnalystFiles_PI_NIH3T3
HP_140321_Betti_AP6_48h.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST003094
Initiating REDU-table generation for AN005064
Rest length is 10
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005065
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
FMT-untarg-raw
neg
107.raw
FMT-untarg-raw
neg
120.raw
FMT-untarg-raw
neg
122.raw
FMT-untarg-raw
neg
180.raw
FMT-untarg-raw
neg
185.raw
FMT-untarg-raw
neg
188.raw
FMT-untarg-raw
neg
81.raw
FMT-untarg-raw
neg
907.raw
FMT-untarg-raw
neg
908.raw
FMT-untarg-raw
neg
909.raw
FMT-untarg-raw
pos
107.raw
FMT-untarg-raw
pos
120.raw
FMT-untarg-raw
pos
122.raw
FMT-untarg-raw
pos
180.raw
FMT-untarg-raw
pos
185.raw
FMT-untarg-raw
pos
188.raw
FMT-untarg-raw
pos
81.raw
FMT-untarg-raw
pos
907.raw
FMT-untarg-raw
pos
908.raw
FMT-untarg-raw
pos
909.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST000575
No raw data detected. Ignoring ST000575
Processing  ST001719
Initiating REDU-table generation for AN002802
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Abdel-Mohsen_01.raw
Abdel-Mohsen_02.raw
Abdel-Mohsen_03.raw
Abdel-Mohsen_04.raw
Abdel-Mohsen_05.raw
Abdel-Mohsen_06.raw
Abdel-Mohsen_07.raw
Abdel-Mohsen_08.raw
Abdel-Mohsen_09.raw
Abdel-Mohsen_10.raw
Abdel-Mohsen_11.raw
Abdel-Mohsen_12.raw
Abdel-Mohsen_13.raw
Abdel-Mohsen_14.raw
Abdel-Mohsen_15.raw
Abdel-Mohsen_16.raw
Abdel-Mohsen_17.raw
Abdel-Mohsen_18.raw
Abdel-Mohsen_19.raw
Abdel-Mohsen_20.raw
Abdel-Mohsen_21.raw
Abdel-Mohsen_22.raw
Abdel-Mohsen_23.raw
Abdel-Mohsen_24.raw
Abdel-Mohsen_QC1-FullMS-2.raw
Abdel-Mohsen_QC1-FullMS-3.raw
Abdel-Mohsen_QC1-FullMS-4.raw
Abdel-Mohsen_QC1-FullMS-5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST001285
No raw data detected. Ignoring ST001285
Processing  ST000776
No raw data detected. Ignoring ST000776
Processing  ST002229
No raw data detected. Ignoring ST002229
Processing  ST002240
Initiating REDU-table generation for AN003657
Rest length is 80
raw file key found.
Initiating REDU-table generation for AN003658
Rest length is 80
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DualLabels_ArabidopsisRoots
0_GAT_1-neg.mzML
DualLabels_ArabidopsisRoots
0_GAT_1-pos.mzML
DualLabels_ArabidopsisRoots
0_GAT_2-neg.mzML
DualLabels_ArabidopsisRoots
0_GAT_2-pos.mzML
DualLabels_ArabidopsisRoots
0_GAT_3-neg.mzML
DualLabels_ArabidopsisRoots
0_GAT_3-pos.mzML
DualLabels_ArabidopsisRoots
0_GAT_4-neg.mzML
DualLabels_ArabidopsisRoots
0_GAT_4-pos.mzML
DualLabels_ArabidopsisRoots
0_WT_1-neg.mzML
DualLabels_ArabidopsisRoots
0_WT_1-pos.mzML
DualLabels_ArabidopsisRoots
0_WT_2-neg.mzML
DualLabels_ArabidopsisRoots
0_WT_2-pos.mzML
DualLabels_ArabidopsisRoots
0_WT_3-neg.mzML
DualLabels_ArabidopsisRoots
0_WT_3-pos.mzML
DualLabels_ArabidopsisRoots
0_WT_4-neg.mzML
DualLabels_ArabidopsisRoots
0_WT_4-pos.mzML
DualLabels_ArabidopsisRoots
2_GAT_1-neg.mzML
DualLabels_ArabidopsisRoots
2_GAT_1-pos.mzML
DualLabels_ArabidopsisRoots
2_GAT_2-neg.mzML
DualLabels_ArabidopsisRoots
2_GAT_2-pos.mzML
DualLabels_ArabidopsisRoots
2_GAT_3-neg.mzML
DualLabels_ArabidopsisRoots
2_GAT_3-pos.mzML
DualLabels_ArabidopsisRoots
2_GAT_4-neg.mzML
DualLabels_ArabidopsisRoots
2_GAT_4-pos.mzML
DualLabels_ArabidopsisRoots
2_WT_1-neg.mzML
DualLabels_ArabidopsisRoots
2_WT_1-pos.mzML
DualLabels_ArabidopsisRoots
2_WT_2-neg.mzML
DualLabels_ArabidopsisRoots
2_WT_2-pos.mzML
DualLabels_ArabidopsisRoots
2_WT_3-neg.mzML
DualLabels_ArabidopsisRoots
2_WT_3-pos.mzML
DualLabels_ArabidopsisRoots
2_WT_4-neg.mzML
DualLabels_ArabidopsisRoots
2_WT_4-pos.mzML
DualLabels_ArabidopsisRoots
4_GAT_1-neg.mzML
DualLabels_ArabidopsisRoots
4_GAT_1-pos.mzML
DualLabels_ArabidopsisRoots
4_GAT_2-neg.mzML
DualLabels_ArabidopsisRoots
4_GAT_2-pos.mzML
DualLabels_ArabidopsisRoots
4_GAT_3-neg.mzML
DualLabels_ArabidopsisRoots
4_GAT_3-pos.mzML
DualLabels_ArabidopsisRoots
4_GAT_4-neg.mzML
DualLabels_ArabidopsisRoots
4_GAT_4-pos.mzML
DualLabels_ArabidopsisRoots
4_WT_1-neg.mzML
DualLabels_ArabidopsisRoots
4_WT_1-pos.mzML
DualLabels_ArabidopsisRoots
4_WT_2-neg.mzML
DualLabels_ArabidopsisRoots
4_WT_2-pos.mzML
DualLabels_ArabidopsisRoots
4_WT_3-neg.mzML
DualLabels_ArabidopsisRoots
4_WT_3-pos.mzML
DualLabels_ArabidopsisRoots
4_WT_4-neg.mzML
DualLabels_ArabidopsisRoots
4_WT_4-pos.mzML
DualLabels_ArabidopsisRoots
6_GAT_1-neg.mzML
DualLabels_ArabidopsisRoots
6_GAT_1-pos.mzML
DualLabels_ArabidopsisRoots
6_GAT_2-neg.mzML
DualLabels_ArabidopsisRoots
6_GAT_2-pos.mzML
DualLabels_ArabidopsisRoots
6_GAT_3-neg.mzML
DualLabels_ArabidopsisRoots
6_GAT_3-pos.mzML
DualLabels_ArabidopsisRoots
6_GAT_4-neg.mzML
DualLabels_ArabidopsisRoots
6_GAT_4-pos.mzML
DualLabels_ArabidopsisRoots
6_WT_1-neg.mzML
DualLabels_ArabidopsisRoots
6_WT_1-pos.mzML
DualLabels_ArabidopsisRoots
6_WT_2-neg.mzML
DualLabels_ArabidopsisRoots
6_WT_2-pos.mzML
DualLabels_ArabidopsisRoots
6_WT_3-neg.mzML
DualLabels_ArabidopsisRoots
6_WT_3-pos.mzML
DualLabels_ArabidopsisRoots
6_WT_4-neg.mzML
DualLabels_ArabidopsisRoots
6_WT_4-pos.mzML
DualLabels_ArabidopsisRoots
8_GAT_1-neg.mzML
DualLabels_ArabidopsisRoots
8_GAT_1-pos.mzML
DualLabels_ArabidopsisRoots
8_GAT_2-neg.mzML
DualLabels_ArabidopsisRoots/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 76/3150 [03:33<1:08:20,  1.33s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 77/3150 [03:37<1:31:47,  1.79s/it]
8_GAT_2-pos.mzML
DualLabels_ArabidopsisRoots
8_GAT_3-neg.mzML
DualLabels_ArabidopsisRoots
8_GAT_3-pos.mzML
DualLabels_ArabidopsisRoots
8_GAT_4-neg.mzML
DualLabels_ArabidopsisRoots
8_GAT_4-pos.mzML
DualLabels_ArabidopsisRoots
8_WT_1-neg.mzML
DualLabels_ArabidopsisRoots
8_WT_1-pos.mzML
DualLabels_ArabidopsisRoots
8_WT_2-neg.mzML
DualLabels_ArabidopsisRoots
8_WT_2-pos.mzML
DualLabels_ArabidopsisRoots
8_WT_3-neg.mzML
DualLabels_ArabidopsisRoots
8_WT_3-pos.mzML
DualLabels_ArabidopsisRoots
8_WT_4-neg.mzML
DualLabels_ArabidopsisRoots
8_WT_4-pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 80 rows!
Extracted information for 80 samples.
Processing  ST002437
Initiating REDU-table generation for AN003970
Rest length is 15
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003971
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Advani_Metabolomics
VQE001974_EP_Advani_+_2.raw
Advani_Metabolomics
VQE001975_EP_Advani_+_3.raw
Advani_Metabolomics
VQE001976_EP_Advani_+_4.raw
Advani_Metabolomics
VQE001978_EP_Advani_+_6.raw
Advani_Metabolomics
VQE001979_EP_Advani_+_7.raw
Advani_Metabolomics
VQE001980_EP_Advani_+_8.raw
Advani_Metabolomics
VQE001982_EP_Advani_+_10.raw
Advani_Metabolomics
VQE001983_EP_Advani_+_11.raw
Advani_Metabolomics
VQE001984_EP_Advani_+_12.raw
Advani_Metabolomics
VQE001985_EP_Advani_+_13.raw
Advani_Metabolomics
VQE001986_EP_Advani_+_14.raw
Advani_Metabolomics
VQE001988_EP_Advani_+_16.raw
Advani_Metabolomics
VQE001989_EP_Advani_+_17.raw
Advani_Metabolomics
VQE001990_EP_Advani_+_18.raw
Advani_Metabolomics
VQE001991_EP_Advani_+_19.raw
Advani_Metabolomics
VQE002004_EP_Advani_-_2.raw
Advani_Metabolomics
VQE002005_EP_Advani_-_3.raw
Advani_Metabolomics
VQE002006_EP_Advani_-_4.raw
Advani_Metabolomics
VQE002008_EP_Advani_-_6.raw
Advani_Metabolomics
VQE002009_EP_Advani_-_7.raw
Advani_Metabolomics
VQE002010_EP_Advani_-_8.raw
Advani_Metabolomics
VQE002012_EP_Advani_-_10.raw
Advani_Metabolomics
VQE002013_EP_Advani_-_11.raw
Advani_Metabolomics
VQE002014_EP_Advani_-_12.raw
Advani_Metabolomics
VQE002015_EP_Advani_-_13.raw
Advani_Metabolomics
VQE002016_EP_Advani_-_14.raw
Advani_Metabolomics
VQE002018_EP_Advani_-_16.raw
Advani_Metabolomics
VQE002019_EP_Advani_-_17.raw
Advani_Metabolomics
VQE002020_EP_Advani_-_18.raw
Advani_Metabolomics
VQE002021_EP_Advani_-_19.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002790
Initiating REDU-table generation for AN004540
Rest length is 232
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
211102_Poo_TruePooCyanos_Full1.mzML
211102_Poo_TruePooCyanos_Full2.mzML
211102_Poo_TruePooCyanos_Full3.mzML
211102_Poo_TruePooCyanos_Half1.mzML
211102_Poo_TruePooCyanos_Half2.mzML
211102_Poo_TruePooCyanos_Half3.mzML
211102_Poo_TruePooDiatoms_Full1.mzML
211102_Poo_TruePooDiatoms_Full2.mzML
211102_Poo_TruePooDiatoms_Full3.mzML
211102_Poo_TruePooDiatoms_Half1.mzML
211102_Poo_TruePooDiatoms_Half2.mzML
211102_Poo_TruePooDiatoms_Half3.mzML
211102_Poo_TruePooDinosGreens_Full1.mzML
211102_Poo_TruePooDinosGreens_Full2.mzML
211102_Poo_TruePooDinosGreens_Full3.mzML
211102_Poo_TruePooDinosGreens_Half1.mzML
211102_Poo_TruePooDinosGreens_Half2.mzML
211102_Poo_TruePooDinosGreens_Half3.mzML
211215_Blk_MediaBlk_A_pos.mzML
211215_Blk_MediaBlk_B_pos.mzML
211215_Blk_MediaBlk_Fc_pos.mzML
211215_Blk_MediaBlk_Pc55x_pos.mzML
211215_Blk_MediaBlk_Z_pos.mzML
211215_Smp_Cy_A_pos.mzML
211215_Smp_Cy_B_pos.mzML
211215_Smp_Cy_C_pos.mzML
211215_Smp_Fc_A_pos.mzML
211215_Smp_Fc_B_pos.mzML
211215_Smp_Fc_C_pos.mzML
211215_Smp_Np_A_pos.mzML
211215_Smp_Np_C_pos.mzML
211215_Smp_Np_F_pos.mzML
211215_Smp_Pc55x_A_pos.mzML
211215_Smp_Pc55x_B_pos.mzML
211215_Smp_Pc55x_C_pos.mzML
211215_Smp_Pt_C_pos.mzML
211215_Smp_Pt_F_pos.mzML
211215_Smp_To_A_pos.mzML
211215_Smp_To_B_pos.mzML
211215_Smp_To_C_pos.mzML
211215_Smp_Tp_A_pos.mzML
211215_Smp_Tp_E_pos.mzML
211215_Smp_Tp_F_pos.mzML
211215_Std_4uMStdsMix1InH2O_1.mzML
211215_Std_4uMStdsMix1InH2O_2.mzML
211215_Std_4uMStdsMix1InMatrix_1.mzML
211215_Std_4uMStdsMix1InMatrix_2.mzML
211215_Std_4uMStdsMix2InH2O_1.mzML
211215_Std_4uMStdsMix2InH2O_2.mzML
211215_Std_4uMStdsMix2InMatrix_1.mzML
211215_Std_4uMStdsMix2InMatrix_2.mzML
211215_Std_H2OinMatrix_1.mzML
211215_Std_H2OinMatrix_2.mzML
211218_Blk_MediaBlk_21_pos.mzML
211218_Blk_MediaBlk_3430_pos.mzML
211218_Blk_MediaBlk_49_pos.mzML
211218_Blk_MediaBlk_71_pos.mzML
211218_Blk_MediaBlk_N_pos.mzML
211218_Blk_MediaBlk_O_pos.mzML
211218_Smp_1314_A_pos.mzML
211218_Smp_1314_B_pos.mzML
211218_Smp_1314_C_pos.mzML
211218_Smp_1545_A_pos.mzML
211218_Smp_1545_B_pos.mzML
211218_Smp_1545_C_pos.mzML
211218_Smp_1771_A_pos.mzML
211218_Smp_1771_B_pos.mzML
211218_Smp_1771_C_pos.mzML
211218_Smp_2021_A_pos.mzML
211218_Smp_2021_B_pos.mzML
211218_Smp_2021_C_pos.mzML
211218_Smp_3430_A_pos.mzML
211218_Smp_3430_B_pos.mzML
211218_Smp_3430_C_pos.mzML
211218_Smp_449_A_pos.mzML
211218_Smp_449_B_pos.mzML
211218_Smp_449_C_pos.mzML
211218_Std_4uMStdsMix1InH2O_1.mzML
211218_Std_4uMStdsMix1InMatrix_1.mzML
211218_Std_4uMStdsMix1InMatrix_2.mzML
211218_Std_4uMStdsMix2InH2O_1.mzML
211218_Std_4uMStdsMix2InMatrix_1.mzML
211218_Std_4uMStdsMix2InMatrix_2.mzML
211218_Std_H2OinMatrix_1.mzML
211218_Std_H2OinMatrix_2.mzML
211221_Blk_MediaBlk_1314P_pos.mzML
211221_Blk_MediaBlk_A_pos.mzML
211221_Blk_MediaBlk_As9601_pos.mzML
211221_Blk_MediaBlk_C_pos.mzML
211221_Blk_MediaBlk_Nat_pos.mzML
211221_Smp_1314P_A_pos.mzML
211221_Smp_1314P_B_pos.mzML
211221_Smp_1314P_C_pos.mzML
211221_Smp_7803_B_pos.mzML
211221_Smp_7803_F_pos.mzML
211221_Smp_8102_A_pos.mzML
211221_Smp_8102_F_pos.mzML
211221_Smp_8501_B_pos.mzML
211221_Smp_8501_C_pos.mzML
211221_Smp_8501_D_pos.mzML
211221_Smp_As9601_A_pos.mzML
211221_Smp_As9601_B_pos.mzML
211221_Smp_As9601_C_pos.mzML
211221_Smp_MED4_D_pos.mzML
211221_Smp_MED4_E_pos.mzML
211221_Smp_MED4_F_pos.mzML
211221_Smp_Nat_A_pos.mzML
211221_Smp_Nat_B_pos.mzML
211221_Smp_Nat_C_pos.mzML
211221_Std_4uMStdsMix1InH2O_1.mzML
211221_Std_4uMStdsMix1InH2O_2.mzML
211221_Std_4uMStdsMix1InMatrix_1.mzML
211221_Std_4uMStdsMix1InMatrix_2.mzML
211221_Std_4uMStdsMix2InH2O_1.mzML
211221_Std_4uMStdsMix2InH2O_2.mzML
211221_Std_4uMStdsMix2InMatrix_1.mzML
211221_Std_4uMStdsMix2InMatrix_2.mzML
211221_Std_H2OinMatrix_1.mzML
211221_Std_H2OinMatrix_2.mzML
220104_Blk_MediaBlk_C_pos.mzML
220104_Blk_MediaBlk_H_pos.mzML
220104_Blk_MediaBlk_LInoSi_pos.mzML
220104_Blk_MediaBlk_RAC5_pos.mzML
220104_Poo_TruePooHaptophytes_Full1.mzML
220104_Poo_TruePooHaptophytes_Full2.mzML
220104_Poo_TruePooHaptophytes_Full3.mzML
220104_Poo_TruePooHaptophytes_Half1.mzML
220104_Poo_TruePooHaptophytes_Half2.mzML
220104_Poo_TruePooHaptophytes_Half3.mzML
220104_Smp_116-1_A_pos.mzML
220104_Smp_116-1_B_pos.mzML
220104_Smp_116-1_C_pos.mzML
220104_Smp_2090_A_pos.mzML
220104_Smp_2090_B_pos.mzML
220104_Smp_2090_C_pos.mzML
220104_Smp_371_A_pos.mzML
220104_Smp_371_B_pos.mzML
220104_Smp_371_C_pos.mzML
220104_Smp_Ca_A_pos.mzML
220104_Smp_Ca_B_pos.mzML
220104_Smp_Ca_C_pos.mzML
220104_Smp_Cr_A_pos.mzML
220104_Smp_Cr_B_pos.mzML
220104_Smp_Cr_C_pos.mzML
220104_Smp_Cs_A_pos.mzML
220104_Smp_Cs_B_pos.mzML
220104_Smp_Cs_C_pos.mzML
220104_Smp_P3_A_pos.mzML
220104_Smp_P3_B_pos.mzML
220104_Smp_P3_C_pos.mzML
220104_Smp_P5-5_A_pos.mzML
220104_Smp_P5-5_B_pos.mzML
220104_Smp_P5-5_C_pos.mzML
220104_Std_4uMStdsMix1InH2O_1.mzML
220104_Std_4uMStdsMix1InH2O_2.mzML
220104_Std_4uMStdsMix1InMatrix_1.mzML
220104_Std_4uMStdsMix1InMatrix_2.mzML
220104_Std_4uMStdsMix2InH2O_1.mzML
220104_Std_4uMStdsMix2InH2O_2.mzML
220104_Std_4uMStdsMix2InMatrix_1.mzML
220104_Std_4uMStdsMix2InMatrix_2.mzML
220104_Std_H2OinMatrix_1.mzML
220104_Std_H2OinMatrix_2.mzML
220111_Blk_MediaBlk_AMS_pos.mzML
220111_Blk_MediaBlk_AOA_pos.mzML
220111_Blk_MediaBlk_A_pos.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  2%|▏         | 78/3150 [07:05<32:54:41, 38.57s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 81/3150 [07:08<19:00:58, 22.31s/it]
220111_Blk_MediaBlk_B_pos.mzML
220111_Poo_TruePooBacteria_Full1.mzML
220111_Poo_TruePooBacteria_Full2.mzML
220111_Poo_TruePooBacteria_Full3.mzML
220111_Poo_TruePooBacteria_Half1.mzML
220111_Poo_TruePooBacteria_Half2.mzML
220111_Poo_TruePooBacteria_Half3.mzML
220111_Smp_DSS3_A_pos.mzML
220111_Smp_DSS3_B_pos.mzML
220111_Smp_DSS3_C_pos.mzML
220111_Smp_Och_A_pos.mzML
220111_Smp_Och_B_pos.mzML
220111_Smp_Och_C_pos.mzML
220111_Smp_SA11_A_pos.mzML
220111_Smp_SA11_B_pos.mzML
220111_Smp_SA11_C_pos.mzML
220111_Smp_SA16_A_pos.mzML
220111_Smp_SA16_B_pos.mzML
220111_Smp_SA16_C_pos.mzML
220111_Smp_SA36_A_pos.mzML
220111_Smp_SA36_B_pos.mzML
220111_Smp_SA36_C_pos.mzML
220111_Smp_SA42_A_pos.mzML
220111_Smp_SA44_B_pos.mzML
220111_Smp_SA44_C_pos.mzML
220111_Smp_SA48_A_pos.mzML
220111_Smp_SA48_B_pos.mzML
220111_Smp_SA48_C_pos.mzML
220111_Smp_SA53_A_pos.mzML
220111_Smp_SA53_B_pos.mzML
220111_Smp_SA53_C_pos.mzML
220111_Smp_SA55_A_pos.mzML
220111_Smp_SA55_B_pos.mzML
220111_Smp_SA55_C_pos.mzML
220111_Smp_SA59_A_pos.mzML
220111_Smp_SA59_B_pos.mzML
220111_Smp_SA59_C_pos.mzML
220111_Smp_SA60_A_pos.mzML
220111_Smp_SA60_B_pos.mzML
220111_Smp_SA60_C_pos.mzML
220111_Smp_SA7_A_pos.mzML
220111_Smp_SA7_B_pos.mzML
220111_Smp_SA7_C_pos.mzML
220111_Smp_SAR11_AB_pos.mzML
220111_Smp_SAR11_C_pos.mzML
220111_Smp_SAR11_DE_pos.mzML
220111_Smp_SAR11_F_pos.mzML
220111_Smp_SAR11_GH_pos.mzML
220111_Smp_SAR11_I_pos.mzML
220111_Smp_SCM1_Exp1_pos.mzML
220111_Smp_SCM1_Exp2_pos.mzML
220111_Smp_SCM1_Exp3_pos.mzML
220111_Smp_SCM1_St1_pos.mzML
220111_Smp_SCM1_St2_pos.mzML
220111_Smp_SCM1_St3_pos.mzML
220111_Smp_SCM1_St4_pos.mzML
220111_Std_4uMStdsMix1InH2O_1.mzML
220111_Std_4uMStdsMix1InH2O_2.mzML
220111_Std_4uMStdsMix1InMatrix_1.mzML
220111_Std_4uMStdsMix1InMatrix_2.mzML
220111_Std_4uMStdsMix2InH2O_1.mzML
220111_Std_4uMStdsMix2InH2O_2.mzML
220111_Std_4uMStdsMix2InMatrix_1.mzML
220111_Std_4uMStdsMix2InMatrix_2.mzML
220111_Std_H2OinMatrix_1.mzML
220111_Std_H2OinMatrix_2.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 101
Returning 131 rows!
Extracted information for 131 samples.
Processing  ST002699
No raw data detected. Ignoring ST002699
Processing  ST000750
No raw data detected. Ignoring ST000750
Processing  ST003407
Initiating REDU-table generation for AN005591
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzml file _Fan Publication_upload
Data11052023_Fan Phospholipids_Prec 255.3-KO-1.mzML
mzml file _Fan Publication_upload
Data11052023_Fan Phospholipids_Prec 255.3-KO-2.mzML
mzml file _Fan Publication_upload
Data11052023_Fan Phospholipids_Prec 255.3-KO-3.mzML
mzml file _Fan Publication_upload
Data11052023_Fan Phospholipids_Prec 255.3-KO-4.mzML
mzml file _Fan Publication_upload
Data11052023_Fan Phospholipids_Prec 255.3-WT-1.mzML
mzml file _Fan Publication_upload
Data11052023_Fan Phospholipids_Prec 255.3-WT-2.mzML
mzml file _Fan Publication_upload
Data11052023_Fan Phospholipids_Prec 255.3-WT-3.mzML
mzml file _Fan Publication_upload
Data11052023_Fan Phospholipids_Prec 255.3-WT-4.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids _EMS Neg + IDA_Oxi PL-KO-1.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids _EMS Neg + IDA_Oxi PL-KO-2.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids _EMS Neg + IDA_Oxi PL-KO-3.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids _EMS Neg + IDA_Oxi PL-KO-4.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids _EMS Neg + IDA_Oxi PL-WT-1.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids _EMS Neg + IDA_Oxi PL-WT-2.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids _EMS Neg + IDA_Oxi PL-WT-3.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids _EMS Neg + IDA_Oxi PL-WT-4.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids_Prec 283.4-KO-1.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids_Prec 283.4-KO-2.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids_Prec 283.4-KO-3.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids_Prec 283.4-KO-4.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids_Prec 283.4-WT-1.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids_Prec 283.4-WT-2.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids_Prec 283.4-WT-3.mzML
mzml file _Fan Publication_upload
Data11152023_Fan Phospholipids_Prec 283.4-WT-4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST000329
No raw data detected. Ignoring ST000329
Processing  ST002103
Initiating REDU-table generation for AN003437
Rest length is 75
raw file key found.
Initiating REDU-table generation for AN003438
Rest length is 75
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_B_1_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_B_2_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H1_1_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H1_2_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H1_3_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H2_1_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H2_2_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H2_3_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_NIST_3672_1_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_NIST_3672_2_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_NIST_3673_1_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_NIST_3673_2_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_SP_1_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_SP_2_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_SP_3_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_SP_4_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_SP_5_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_SP_6_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_10_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_11_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_12_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_13_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_14_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_15_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_16_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_17_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_18_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_19_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_1_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_20_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_21_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_22_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_23_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_24_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_25_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_26_neg.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 83/3150 [07:14<14:10:01, 16.63s/it]
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_27_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_28_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_29_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_2_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_30_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_31_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_32_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_33_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_34_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_35_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_36_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_37_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_38_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_39_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_3_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_40_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_41_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_42_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_43_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_44_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_45_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_46_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_47_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_48_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_49_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_4_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_50_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_51_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_52_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_5_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_6_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_7_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_8_neg.raw
HHEAR Pilot-LCMS-Untargeted
Negative Mode
HHEAR-pilot-Run-scheme_B_S_9_neg.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H1_1.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H1_2.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H1_3.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H2_1.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H2_2.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_HHEAR_H2_3.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_NIST_3672_1.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_NIST_3672_2.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_NIST_3673_1.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_NIST_3673_2.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_SP_1.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_SP_2.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_SP_3.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_SP_4.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_SP_5.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_SP_6.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_1.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_10.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_11.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_12.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_13.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_14.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_15.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_16.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_17.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_18.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_19.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_2.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_20.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_21.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_22.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_23.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_24.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_25.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_26.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_27.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_28.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_29.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_3.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_30.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_31.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_32.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_33.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_34.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_35.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_36.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_37.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_38.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_39.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_4.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_40.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_41.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_42.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_43.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_44.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_45.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_46.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_47.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_48.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_49.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_5.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_50.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_51.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_52.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_6.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_7.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_8.raw
HHEAR Pilot-LCMS-Untargeted
Positive Mode
HHEAR-pilot-Run-scheme_B_S_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 138 rows!
Extracted information for 138 samples.
Processing  ST000959
No raw data detected. Ignoring ST000959
Processing  ST001525
Initiating REDU-table generation for AN002546
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 979.75it/s]

  3%|▎         | 85/3150 [07:15<10:04:14, 11.83s/it]
  3%|▎         | 89/3150 [07:15<5:29:11,  6.45s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 90/3150 [07:17<4:59:46,  5.88s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 91/3150 [07:20<4:33:27,  5.36s/it]
  3%|▎         | 93/3150 [07:20<3:06:08,  3.65s/it]
  3%|▎         | 97/3150 [07:20<1:37:27,  1.92s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 99/3150 [07:23<1:31:31,  1.80s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001982
No raw data detected. Ignoring ST001982
Processing  ST001245
No raw data detected. Ignoring ST001245
Processing  ST001086
No raw data detected. Ignoring ST001086
Processing  ST000279
No raw data detected. Ignoring ST000279
Processing  ST003244
Initiating REDU-table generation for AN005314
Rest length is 27
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
rawdata
Data_2_eico_lvhuizhen_48-1.mzML
rawdata
Data_2_eico_lvhuizhen_48-10.mzML
rawdata
Data_2_eico_lvhuizhen_48-11.mzML
rawdata
Data_2_eico_lvhuizhen_48-12.mzML
rawdata
Data_2_eico_lvhuizhen_48-13.mzML
rawdata
Data_2_eico_lvhuizhen_48-14.mzML
rawdata
Data_2_eico_lvhuizhen_48-15.mzML
rawdata
Data_2_eico_lvhuizhen_48-16.mzML
rawdata
Data_2_eico_lvhuizhen_48-17.mzML
rawdata
Data_2_eico_lvhuizhen_48-18.mzML
rawdata
Data_2_eico_lvhuizhen_48-19.mzML
rawdata
Data_2_eico_lvhuizhen_48-2.mzML
rawdata
Data_2_eico_lvhuizhen_48-20.mzML
rawdata
Data_2_eico_lvhuizhen_48-21.mzML
rawdata
Data_2_eico_lvhuizhen_48-22.mzML
rawdata
Data_2_eico_lvhuizhen_48-23.mzML
rawdata
Data_2_eico_lvhuizhen_48-24.mzML
rawdata
Data_2_eico_lvhuizhen_48-25.mzML
rawdata
Data_2_eico_lvhuizhen_48-26.mzML
rawdata
Data_2_eico_lvhuizhen_48-27.mzML
rawdata
Data_2_eico_lvhuizhen_48-3.mzML
rawdata
Data_2_eico_lvhuizhen_48-4.mzML
rawdata
Data_2_eico_lvhuizhen_48-5.mzML
rawdata
Data_2_eico_lvhuizhen_48-6.mzML
rawdata
Data_2_eico_lvhuizhen_48-7.mzML
rawdata
Data_2_eico_lvhuizhen_48-8.mzML
rawdata
Data_2_eico_lvhuizhen_48-9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST001762
Initiating REDU-table generation for AN002869
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200721_QEF1_HILIC_mouse_kidney_AW155.raw
20200721_QEF1_HILIC_mouse_kidney_AW156.raw
20200721_QEF1_HILIC_mouse_kidney_AW157.raw
20200721_QEF1_HILIC_mouse_kidney_AW158.raw
20200721_QEF1_HILIC_mouse_kidney_AW159.raw
20200721_QEF1_HILIC_mouse_kidney_AW160.raw
20200721_QEF1_HILIC_mouse_kidney_AW161.raw
20200721_QEF1_HILIC_mouse_kidney_AW162.raw
20200721_QEF1_HILIC_mouse_kidney_AW163.raw
20200721_QEF1_HILIC_mouse_kidney_AW164.raw
20200721_QEF1_HILIC_mouse_kidney_AW165.raw
20200721_QEF1_HILIC_mouse_kidney_AW166.raw
20200721_QEF1_HILIC_mouse_kidney_AW167_pool1x.raw
20200721_QEF1_HILIC_mouse_kidney_AW167_pool1x_a.raw
20200721_QEF1_HILIC_mouse_kidney_AW167_pool1x_b.raw
20200721_QEF1_HILIC_mouse_kidney_AW168_pool03x.raw
20200721_QEF1_HILIC_mouse_kidney_AW168_pool03x_a.raw
20200721_QEF1_HILIC_mouse_kidney_AW169_pool01x.raw
20200721_QEF1_HILIC_mouse_kidney_AW169_pool01x_a.raw
20200721_QEF1_HILIC_mouse_kidney_blank1.raw
20200721_QEF1_HILIC_mouse_kidney_blank_end1.raw
20200721_QEF1_HILIC_mouse_kidney_blank_end2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST000400
No raw data detected. Ignoring ST000400
Processing  ST001656
No raw data detected. Ignoring ST001656
Processing  ST000703
No raw data detected. Ignoring ST000703
Processing  ST001166
No raw data detected. Ignoring ST001166
Processing  ST001204
No raw data detected. Ignoring ST001204
Processing  ST001459
No raw data detected. Ignoring ST001459
Processing  ST001935
No raw data detected. Ignoring ST001935
Processing  ST002755
Initiating REDU-table generation for AN004472
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Amlodipine A549
Amlodipine 03-01-10450.d
Amlodipine A549
Amlodipine 06-01-10456.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST003185
Initiating REDU-table generation for AN005231
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 338.80it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005232
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 344.02it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005233
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 329.83it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 101/3150 [07:32<2:05:51,  2.48s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 104/3150 [07:34<1:35:16,  1.88s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 105/3150 [07:37<1:41:13,  1.99s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
plasma
negative fatty acids
DS2-039-021-.raw
plasma
negative fatty acids
DS2-039-022-.raw
plasma
negative fatty acids
DS2-039-023-.raw
plasma
negative fatty acids
DS2-039-024-.raw
plasma
negative fatty acids
DS2-039-025-.raw
plasma
negative fatty acids
DS2-039-026-.raw
plasma
negative fatty acids
DS2-039-027-.raw
plasma
negative fatty acids
DS2-039-028-.raw
plasma
negative fatty acids
DS2-039-029-.raw
plasma
negative fatty acids
DS2-039-030-.raw
plasma
negative fatty acids
DS2-039-031-.raw
plasma
negative fatty acids
DS2-039-032-.raw
plasma
negative fatty acids
DS2-039-033-.raw
plasma
negative fatty acids
DS2-039-034-.raw
plasma
negative fatty acids
DS2-039-035-.raw
plasma
negative fatty acids
DS2-039-036-.raw
plasma
negative fatty acids
DS2-039-037-.raw
plasma
negative fatty acids
DS2-039-038-.raw
plasma
negative fatty acids
DS2-039-039-.raw
plasma
negative fatty acids
DS2-039-040-.raw
plasma
negative fatty acids
DS2-039-041-.raw
plasma
negative fatty acids
DS2-039-042-.raw
plasma
negative fatty acids
DS2-039-043-.raw
plasma
negative fatty acids
DS2-039-044-.raw
plasma
positive global lipids
DS2-039-021+.raw
plasma
positive global lipids
DS2-039-022+.raw
plasma
positive global lipids
DS2-039-023+.raw
plasma
positive global lipids
DS2-039-024+.raw
plasma
positive global lipids
DS2-039-025+.raw
plasma
positive global lipids
DS2-039-026+.raw
plasma
positive global lipids
DS2-039-027+.raw
plasma
positive global lipids
DS2-039-028+.raw
plasma
positive global lipids
DS2-039-029+.raw
plasma
positive global lipids
DS2-039-030+.raw
plasma
positive global lipids
DS2-039-031+.raw
plasma
positive global lipids
DS2-039-032+.raw
plasma
positive global lipids
DS2-039-033+.raw
plasma
positive global lipids
DS2-039-034+.raw
plasma
positive global lipids
DS2-039-035+.raw
plasma
positive global lipids
DS2-039-036+.raw
plasma
positive global lipids
DS2-039-037+.raw
plasma
positive global lipids
DS2-039-038+.raw
plasma
positive global lipids
DS2-039-039+.raw
plasma
positive global lipids
DS2-039-040+.raw
plasma
positive global lipids
DS2-039-041+.raw
plasma
positive global lipids
DS2-039-042+.raw
plasma
positive global lipids
DS2-039-043+.raw
plasma
positive global lipids
DS2-039-044+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST003253
Initiating REDU-table generation for AN005330
Rest length is 31
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005331
Rest length is 31
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005332
Rest length is 31
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AMIDE liver mzml
C59.1_liver.mzML
AMIDE liver mzml
C59.2_liver.mzML
AMIDE liver mzml
C61.1_liver.mzML
AMIDE liver mzml
C61.2_liver.mzML
AMIDE liver mzml
C61.3_liver.mzML
AMIDE liver mzml
C62.1_liver.mzML
AMIDE liver mzml
C62.2_liver.mzML
AMIDE liver mzml
C62.3_liver.mzML
AMIDE liver mzml
HF58.1_liver.mzML
AMIDE liver mzml
HF58.2_liver.mzML
AMIDE liver mzml
HF65.1_liver.mzML
AMIDE liver mzml
HF65.2_liver.mzML
AMIDE liver mzml
HF65.3_liver.mzML
AMIDE liver mzml
HF67.1_liver.mzML
AMIDE liver mzml
HF67.2_liver.mzML
AMIDE liver mzml
HF67.3_liver.mzML
AMIDE liver mzml
HFHS56.1_liver.mzML
AMIDE liver mzml
HFHS56.2_liver.mzML
AMIDE liver mzml
HFHS57.1_liver.mzML
AMIDE liver mzml
HFHS57.3_liver.mzML
AMIDE liver mzml
HFHS66.1_liver.mzML
AMIDE liver mzml
HFHS66.2_liver.mzML
AMIDE liver mzml
HFHS66.3_liver.mzML
AMIDE liver mzml
HS60.1_liver.mzML
AMIDE liver mzml
HS60.2_liver.mzML
AMIDE liver mzml
HS63.1_liver.mzML
AMIDE liver mzml
HS63.2_liver.mzML
AMIDE liver mzml
HS63.3_liver.mzML
AMIDE liver mzml
HS64.1_liver.mzML
AMIDE liver mzml
HS64.2_liver.mzML
AMIDE liver mzml
HS64.3_liver.mzML
HILIC liver mzml
C59.1_liver.mzML
HILIC liver mzml
C59.2_liver.mzML
HILIC liver mzml
C61.1_liver.mzML
HILIC liver mzml
C61.2_liver.mzML
HILIC liver mzml
C61.3_liver.mzML
HILIC liver mzml
C62.1_liver.mzML
HILIC liver mzml
C62.2_liver.mzML
HILIC liver mzml
C62.3_liver.mzML
HILIC liver mzml
HF58.1_liver.mzML
HILIC liver mzml
HF58.2_liver.mzML
HILIC liver mzml
HF65.1_liver.mzML
HILIC liver mzml
HF65.2_liver.mzML
HILIC liver mzml
HF65.3_liver.mzML
HILIC liver mzml
HF67.1_liver.mzML
HILIC liver mzml
HF67.2_liver.mzML
HILIC liver mzml
HF67.3_liver.mzML
HILIC liver mzml
HFHS56.1_liver.mzML
HILIC liver mzml
HFHS56.2_liver.mzML
HILIC liver mzml
HFHS57.1_liver.mzML
HILIC liver mzml
HFHS57.3_liver.mzML
HILIC liver mzml
HFHS66.1_liver.mzML
HILIC liver mzml
HFHS66.2_liver.mzML
HILIC liver mzml
HFHS66.3_liver.mzML
HILIC liver mzml
HS60.1_liver.mzML
HILIC liver mzml
HS60.2_liver.mzML
HILIC liver mzml
HS63.1_liver.mzML
HILIC liver mzml
HS63.2_liver.mzML
HILIC liver mzml
HS63.3_liver.mzML
HILIC liver mzml
HS64.1_liver.mzML
HILIC liver mzml
HS64.2_liver.mzML
HILIC liver mzml
HS64.3_liver.mzML
NAD liver mzml
C59.1_liver.mzML
NAD liver mzml
C59.2_liver.mzML
NAD liver mzml
C61.1_liver.mzML
NAD liver mzml
C61.2_liver.mzML
NAD liver mzml
C61.3_liver.mzML
NAD liver mzml
C62.1_liver.mzML
NAD liver mzml
C62.2_liver.mzML
NAD liver mzml
C62.3_liver.mzML
NAD liver mzml
HF58.1_liver.mzML
NAD liver mzml
HF58.2_liver.mzML
NAD liver mzml
HF65.1_liver.mzML
NAD liver mzml
HF65.2_liver.mzML
NAD liver mzml
HF65.3_liver.mzML
NAD liver mzml
HF67.1_liver.mzML
NAD liver mzml
HF67.2_liver.mzML
NAD liver mzml
HF67.3_liver.mzML
NAD liver mzml
HFHS56.1_liver.mzML
NAD liver mzml
HFHS56.2_liver.mzML
NAD liver mzml
HFHS57.1_liver.mzML
NAD liver mzml
HFHS57.3_liver.mzML
NAD liver mzml
HFHS66.1_liver.mzML
NAD liver mzml
HFHS66.2_liver.mzML
NAD liver mzml
HFHS66.3_liver.mzML
NAD liver mzml
HS60.1_liver.mzML
NAD liver mzml
HS60.2_liver.mzML
NAD liver mzml
HS63.1_liver.mzML
NAD liver mzml
HS63.2_liver.mzML
NAD liver mzml
HS63.3_liver.mzML
NAD liver mzml
HS64.1_liver.mzML
NAD liver mzml
HS64.2_liver.mzML
NAD liver mzml
HS64.3_liver.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 93 rows!
Extracted information for 93 samples.
Processing  ST002175
No raw data detected. Ignoring ST002175
Processing  ST000355
No raw data detected. Ignoring ST000355
Processing  ST002205
Initiating REDU-table generation for AN003608
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LV18
LV18_01.raw
LV18
LV18_02.raw
LV18
LV18_03.raw
LV18
LV18_04.raw
LV18
LV18_05.raw
LV18
LV18_06.raw
LV18
LV18_07.raw
LV18
LV18_08.raw
LV18
LV18_09.raw
LV18
LV18_10.raw
LV18
LV18_11.raw
LV18
LV18_12.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002324
Initiating REDU-table generation for AN003793
Rest length is 225
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
191115_FW_1_project_Ermolaeva_1_10_PC.wiff
191115_FW_1_project_Ermolaeva_1_10_PE.wiff
191115_FW_1_project_Ermolaeva_1_10_PG.wiff
191115_FW_1_project_Ermolaeva_1_10_PI.wiff
191115_FW_1_project_Ermolaeva_1_10_PS.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 5 rows!
Extracted information for 5 samples.
Processing  ST002360
Initiating REDU-table generation for AN003854
Rest length is 14
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
S01_B.cells_tfgWT_1B2.mzML
S02_B.cells_tfgWT_3A4.mzML
S03_B.cells_tfgWT_4A1.mzML
S04_B.cells_tfgWT_4A5.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 106/3150 [07:39<1:44:50,  2.07s/it]
S05_B.cells_tfgWT_4C4.mzML
S06_B.cells_tfgWT_2H2.mzML
S07_B.cells_tfgWT_4C1.mzML
S08_B.cells_tfgKO_1C11.mzML
S09_B.cells_tfgKO_2D2.mzML
S10_B.cells_tfgKO_3C6.mzML
S11_B.cells_tfgKO_3D1.mzML
S12_B.cells_tfgKO_3G7.mzML
S13_B.cells_tfgKO_1A7.mzML
S14_B.cells_tfgKO_1E10.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST000608
Initiating REDU-table generation for AN000929
Rest length is 60
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/60 [00:00<?, ?it/s]

Mapping potential matches:  37%|███▋      | 22/60 [00:00<00:00, 210.33it/s]

Mapping potential matches:  73%|███████▎  | 44/60 [00:00<00:00, 210.68it/s]
Mapping potential matches: 100%|██████████| 60/60 [00:00<00:00, 210.61it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000930
Rest length is 60
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/60 [00:00<?, ?it/s]

Mapping potential matches:  35%|███▌      | 21/60 [00:00<00:00, 205.77it/s]

Mapping potential matches:  70%|███████   | 42/60 [00:00<00:00, 206.21it/s]
Mapping potential matches: 100%|██████████| 60/60 [00:00<00:00, 206.44it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000931
Rest length is 60
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/60 [00:00<?, ?it/s]

Mapping potential matches:  35%|███▌      | 21/60 [00:00<00:00, 208.16it/s]

Mapping potential matches:  70%|███████   | 42/60 [00:00<00:00, 208.59it/s]
Mapping potential matches: 100%|██████████| 60/60 [00:00<00:00, 209.41it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
OHSU_Blood
OHSUblotter_PO6573_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6573_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6573_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6573_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6573_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6573_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6716_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6716_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6716_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6716_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6716_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6716_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6764_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6764_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6764_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6764_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6764_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6764_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6882_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6882_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6882_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6882_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6882_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6882_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6927_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6927_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6927_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6927_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6927_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6927_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6935_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6935_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6935_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6935_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6935_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6935_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6976_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6976_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6976_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6976_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6976_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO6976_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7117_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7117_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7117_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7117_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7117_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7117_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7324_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7324_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7324_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7324_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7324_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7324_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7355_1__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7355_1__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7355_2__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7355_2__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7355_3__lipid_NEG_150mm_17Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUblotter_PO7355_3__lipid_POS_150mm_12Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6573_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6573_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6573_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6573_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6573_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6573_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6716_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6716_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6716_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6716_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6716_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6716_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6764_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6764_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6764_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6764_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6764_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6764_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6882_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6882_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6882_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6882_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6882_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6882_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6927_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6927_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6927_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6927_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6927_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6927_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6935_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6935_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6935_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6935_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6935_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6935_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6976_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6976_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6976_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6976_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6976_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO6976_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7117_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7117_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7117_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7117_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7117_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 107/3150 [07:45<2:21:48,  2.80s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  3%|▎         | 109/3150 [07:49<2:03:07,  2.43s/it]
  4%|▎         | 112/3150 [07:49<1:09:59,  1.38s/it]
OHSU_Blood
OHSUserum_PO7117_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7324_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7324_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7324_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7324_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7324_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7324_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7355_1_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7355_1_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7355_2_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7355_2_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7355_3_NEG_150mm_28Jun15_Polaroid_HSST3-02.raw
OHSU_Blood
OHSUserum_PO7355_3_POS_150mm_23Jun15_Polaroid_HSST3-02.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 120 rows!
Extracted information for 120 samples.
Processing  ST000590
No raw data detected. Ignoring ST000590
Processing  ST002415
Initiating REDU-table generation for AN003936
Rest length is 14
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
TH1707 M4-01_13_1_3414.d
TH1707 M4-02_13_1_3415.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST000741
No raw data detected. Ignoring ST000741
Processing  ST000272
No raw data detected. Ignoring ST000272
Processing  ST002849
No raw data detected. Ignoring ST002849
Processing  ST002316
Initiating REDU-table generation for AN003783
Rest length is 23
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/23 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 23/23 [00:00<00:00, 537.75it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▎         | 113/3150 [07:52<1:26:46,  1.71s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▎         | 116/3150 [07:57<1:21:05,  1.60s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Cox10 Ndufa9 de novo
100B_neg.mzXML
Cox10 Ndufa9 de novo
100B_pos.mzXML
Cox10 Ndufa9 de novo
100N_neg.mzXML
Cox10 Ndufa9 de novo
100N_pos.mzXML
Cox10 Ndufa9 de novo
100R_neg.mzXML
Cox10 Ndufa9 de novo
100R_pos.mzXML
Cox10 Ndufa9 de novo
101L_neg.mzXML
Cox10 Ndufa9 de novo
101L_pos.mzXML
Cox10 Ndufa9 de novo
101N_neg.mzXML
Cox10 Ndufa9 de novo
101N_pos.mzXML
Cox10 Ndufa9 de novo
101R_neg.mzXML
Cox10 Ndufa9 de novo
101R_pos.mzXML
Cox10 Ndufa9 de novo
108N_neg.mzXML
Cox10 Ndufa9 de novo
108N_pos.mzXML
Cox10 Ndufa9 de novo
109B_neg.mzXML
Cox10 Ndufa9 de novo
109B_pos.mzXML
Cox10 Ndufa9 de novo
109L_neg.mzXML
Cox10 Ndufa9 de novo
109L_pos.mzXML
Cox10 Ndufa9 de novo
109R_neg.mzXML
Cox10 Ndufa9 de novo
109R_pos.mzXML
Cox10 Ndufa9 de novo
183B_neg.mzXML
Cox10 Ndufa9 de novo
183B_pos.mzXML
Cox10 Ndufa9 de novo
183L_neg.mzXML
Cox10 Ndufa9 de novo
183L_pos.mzXML
Cox10 Ndufa9 de novo
183N_neg.mzXML
Cox10 Ndufa9 de novo
183N_pos.mzXML
Cox10 Ndufa9 de novo
183RR_neg.mzXML
Cox10 Ndufa9 de novo
183RR_pos.mzXML
Cox10 Ndufa9 de novo
183R_neg.mzXML
Cox10 Ndufa9 de novo
183R_pos.mzXML
Cox10 Ndufa9 de novo
184N_neg.mzXML
Cox10 Ndufa9 de novo
184N_pos.mzXML
Cox10 Ndufa9 de novo
185B_neg.mzXML
Cox10 Ndufa9 de novo
185B_pos.mzXML
Cox10 Ndufa9 de novo
185L_neg.mzXML
Cox10 Ndufa9 de novo
185L_pos.mzXML
Cox10 Ndufa9 de novo
185N_neg.mzXML
Cox10 Ndufa9 de novo
185N_pos.mzXML
Cox10 Ndufa9 de novo
185R_neg.mzXML
Cox10 Ndufa9 de novo
185R_pos.mzXML
Cox10 Ndufa9 de novo
186B_neg.mzXML
Cox10 Ndufa9 de novo
186B_pos.mzXML
Cox10 Ndufa9 de novo
186N_neg.mzXML
Cox10 Ndufa9 de novo
186N_pos.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 44 rows!
Extracted information for 44 samples.
Processing  ST000656
No raw data detected. Ignoring ST000656
Processing  ST000637
No raw data detected. Ignoring ST000637
Processing  ST001242
Initiating REDU-table generation for AN002063
Rest length is 200
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002064
Rest length is 200
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
nHTP CSF
D21
SPIN_5pos_D21_100-L19-114.raw
nHTP CSF
D21
SPIN_5pos_D21_51-L15-181.raw
nHTP CSF
D21
SPIN_5pos_D21_52-L15-195.raw
nHTP CSF
D21
SPIN_5pos_D21_53-L16-009.raw
nHTP CSF
D21
SPIN_5pos_D21_54-L16-033.raw
nHTP CSF
D21
SPIN_5pos_D21_55-L16-048.raw
nHTP CSF
D21
SPIN_5pos_D21_56-L16-056.raw
nHTP CSF
D21
SPIN_5pos_D21_57-L16-086.raw
nHTP CSF
D21
SPIN_5pos_D21_58-L16-087.raw
nHTP CSF
D21
SPIN_5pos_D21_59-L16-107.raw
nHTP CSF
D21
SPIN_5pos_D21_60-L16-145.raw
nHTP CSF
D21
SPIN_5pos_D21_61-L16-146.raw
nHTP CSF
D21
SPIN_5pos_D21_62-L16-153.raw
nHTP CSF
D21
SPIN_5pos_D21_63-L16-202.raw
nHTP CSF
D21
SPIN_5pos_D21_64-L16-208.raw
nHTP CSF
D21
SPIN_5pos_D21_65-L17-032.raw
nHTP CSF
D21
SPIN_5pos_D21_66-L17-090.raw
nHTP CSF
D21
SPIN_5pos_D21_67-L17-125.raw
nHTP CSF
D21
SPIN_5pos_D21_68-L17-131.raw
nHTP CSF
D21
SPIN_5pos_D21_69-L17-170.raw
nHTP CSF
D21
SPIN_5pos_D21_70-L17-207.raw
nHTP CSF
D21
SPIN_5pos_D21_71-L17-210.raw
nHTP CSF
D21
SPIN_5pos_D21_72-L17-235.raw
nHTP CSF
D21
SPIN_5pos_D21_73-L17-246.raw
nHTP CSF
D21
SPIN_5pos_D21_74-L17-274.raw
nHTP CSF
D21
SPIN_5pos_D21_75-L17-276.raw
nHTP CSF
D21
SPIN_5pos_D21_76-L17-292.raw
nHTP CSF
D21
SPIN_5pos_D21_77-L18-020.raw
nHTP CSF
D21
SPIN_5pos_D21_78-L18-021.raw
nHTP CSF
D21
SPIN_5pos_D21_79-L18-028.raw
nHTP CSF
D21
SPIN_5pos_D21_80-L18-044.raw
nHTP CSF
D21
SPIN_5pos_D21_81-L18-098.raw
nHTP CSF
D21
SPIN_5pos_D21_82-L18-130.raw
nHTP CSF
D21
SPIN_5pos_D21_83-L18-162.raw
nHTP CSF
D21
SPIN_5pos_D21_84-L18-170.raw
nHTP CSF
D21
SPIN_5pos_D21_85-L18-197.raw
nHTP CSF
D21
SPIN_5pos_D21_86-L18-205.raw
nHTP CSF
D21
SPIN_5pos_D21_87-L18-238.raw
nHTP CSF
D21
SPIN_5pos_D21_88-L18-302.raw
nHTP CSF
D21
SPIN_5pos_D21_89-L18-303.raw
nHTP CSF
D21
SPIN_5pos_D21_90-L18-314.raw
nHTP CSF
D21
SPIN_5pos_D21_91-L18-342.raw
nHTP CSF
D21
SPIN_5pos_D21_92-L19-006.raw
nHTP CSF
D21
SPIN_5pos_D21_93-L19-007.raw
nHTP CSF
D21
SPIN_5pos_D21_94-L19-014.raw
nHTP CSF
D21
SPIN_5pos_D21_95-L19-015.raw
nHTP CSF
D21
SPIN_5pos_D21_96-L19-016.raw
nHTP CSF
D21
SPIN_5pos_D21_97-L19-032.raw
nHTP CSF
D21
SPIN_5pos_D21_98-L19-065.raw
nHTP CSF
D21
SPIN_5pos_D21_99-L19-080.raw
nHTP CSF
T21
SPIN_5pos_T21_1-L15-158.raw
nHTP CSF
T21
SPIN_5pos_T21_10-L16-065.raw
nHTP CSF
T21
SPIN_5pos_T21_11-L16-076.raw
nHTP CSF
T21
SPIN_5pos_T21_12-L16-077.raw
nHTP CSF
T21
SPIN_5pos_T21_13-L16-116.raw
nHTP CSF
T21
SPIN_5pos_T21_14-L16-127.raw
nHTP CSF
T21
SPIN_5pos_T21_15-L16-128.raw
nHTP CSF
T21
SPIN_5pos_T21_16-L16-234.raw
nHTP CSF
T21
SPIN_5pos_T21_17-L16-241.raw
nHTP CSF
T21
SPIN_5pos_T21_18-L17-074.raw
nHTP CSF
T21
SPIN_5pos_T21_19-L17-095.raw
nHTP CSF
T21
SPIN_5pos_T21_2-L15-171.raw
nHTP CSF
T21
SPIN_5pos_T21_20-L17-132.raw
nHTP CSF
T21
SPIN_5pos_T21_21-L17-145.raw
nHTP CSF
T21
SPIN_5pos_T21_22-L17-153.raw
nHTP CSF
T21
SPIN_5pos_T21_23-L17-160.raw
nHTP CSF
T21
SPIN_5pos_T21_24-L17-191.raw
nHTP CSF
T21
SPIN_5pos_T21_25-L17-192.raw
nHTP CSF
T21
SPIN_5pos_T21_26-L17-194.raw
nHTP CSF
T21
SPIN_5pos_T21_27-L17-201.raw
nHTP CSF
T21
SPIN_5pos_T21_28-L17-211.raw
nHTP CSF
T21
SPIN_5pos_T21_29-L17-226.raw
nHTP CSF
T21
SPIN_5pos_T21_3-L15-188.raw
nHTP CSF
T21
SPIN_5pos_T21_30-L17-236.raw
nHTP CSF
T21
SPIN_5pos_T21_31-L17-245.raw
nHTP CSF
T21
SPIN_5pos_T21_32-L17-291.raw
nHTP CSF
T21
SPIN_5pos_T21_33-L17-293.raw
nHTP CSF
T21
SPIN_5pos_T21_34-L17-300.raw
nHTP CSF
T21
SPIN_5pos_T21_35-L18-007.raw
nHTP CSF
T21
SPIN_5pos_T21_36-L18-022.raw
nHTP CSF
T21
SPIN_5pos_T21_37-L18-029.raw
nHTP CSF
T21
SPIN_5pos_T21_38-L18-030.raw
nHTP CSF
T21
SPIN_5pos_T21_39-L18-042.raw
nHTP CSF
T21
SPIN_5pos_T21_4-L15-189.raw
nHTP CSF
T21
SPIN_5pos_T21_40-L18-051.raw
nHTP CSF
T21
SPIN_5pos_T21_41-L18-059.raw
nHTP CSF
T21
SPIN_5pos_T21_42-L18-061.raw
nHTP CSF
T21
SPIN_5pos_T21_43-L18-062.raw
nHTP CSF
T21
SPIN_5pos_T21_44-L18-087.raw
nHTP CSF
T21
SPIN_5pos_T21_45-L18-100.raw
nHTP CSF
T21
SPIN_5pos_T21_46-L18-113.raw
nHTP CSF
T21
SPIN_5pos_T21_47-L18-133.raw
nHTP CSF
T21
SPIN_5pos_T21_48-L18-152.raw
nHTP CSF
T21
SPIN_5pos_T21_49-L18-171.raw
nHTP CSF
T21
SPIN_5pos_T21_5-L16-010.raw
nHTP CSF
T21
SPIN_5pos_T21_50-L18-275.raw
nHTP CSF
T21
SPIN_5pos_T21_6-L16-026.raw
nHTP CSF
T21
SPIN_5pos_T21_7-L16-038.raw
nHTP CSF
T21
SPIN_5pos_T21_8-L16-057.raw
nHTP CSF
T21
SPIN_5pos_T21_9-L16-058.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 100 rows!
Extracted information for 100 samples.
Processing  ST000104
No raw data detected. Ignoring ST000104
Processing  ST002845
Initiating REDU-table generation for AN004663
Rest length is 130
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ID_1.mzML
ID_100.mzML
ID_101.mzML
ID_103.mzML
ID_104.mzML
ID_105.mzML
ID_107.mzML
ID_108.mzML
ID_11.mzML
ID_110.mzML
ID_111.mzML
ID_113.mzML
ID_115.mzML
ID_116.mzML
ID_118.mzML
ID_119.mzML
ID_12.mzML
ID_121.mzML
ID_123.mzML
ID_124.mzML
ID_126.mzML
ID_127.mzML
ID_129.mzML
ID_131.mzML
ID_132.mzML
ID_134.mzML
ID_135.mzML
ID_137.mzML
ID_138.mzML
ID_139.mzML
ID_14.mzML
ID_141.mzML
ID_143.mzML
ID_145.mzML
ID_146.mzML
ID_148.mzML
ID_150.mzML
ID_151.mzML
ID_153.mzML
ID_155.mzML
ID_156.mzML
ID_158.mzML
ID_159.mzML
ID_16.mzML
ID_161.mzML
ID_163.mzML
ID_165.mzML
ID_166.mzML
ID_167.mzML
ID_169.mzML
ID_172.mzML
ID_173.mzML
ID_174.mzML
ID_176.mzML
ID_177.mzML
ID_179.mzML
ID_18.mzML
ID_180.mzML
ID_181.mzML
ID_183.mzML
ID_185.mzML
ID_187.mzML
ID_188.mzML
ID_190.mzML
ID_191.mzML
ID_193.mzML
ID_194.mzML
ID_196.mzML
ID_198.mzML
ID_199.mzML
ID_2.mzML
ID_20.mzML
ID_201.mzML
ID_202.mzML
ID_204.mzML
ID_206.mzML
ID_208.mzML
ID_209.mzML
ID_21.mzML
ID_23.mzML
ID_25.mzML
ID_26.mzML
ID_27.mzML
ID_29.mzML
ID_3.mzML
ID_31.mzML
ID_32.mzML
ID_34.mzML
ID_35.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▎         | 118/3150 [08:00<1:21:05,  1.60s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 120/3150 [08:04<1:25:44,  1.70s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 122/3150 [09:20<10:27:46, 12.44s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 123/3150 [09:23<9:03:44, 10.78s/it] 
ID_37.mzML
ID_39.mzML
ID_40.mzML
ID_42.mzML
ID_43.mzML
ID_45.mzML
ID_47.mzML
ID_49.mzML
ID_51.mzML
ID_53.mzML
ID_55.mzML
ID_56.mzML
ID_58.mzML
ID_6.mzML
ID_60.mzML
ID_62.mzML
ID_63.mzML
ID_66.mzML
ID_67.mzML
ID_69.mzML
ID_7.mzML
ID_70.mzML
ID_71.mzML
ID_73.mzML
ID_75.mzML
ID_77.mzML
ID_78.mzML
ID_80.mzML
ID_81.mzML
ID_83.mzML
ID_85.mzML
ID_86.mzML
ID_88.mzML
ID_9.mzML
ID_90.mzML
ID_91.mzML
ID_93.mzML
ID_94.mzML
ID_96.mzML
ID_98.mzML
ID_99.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 130 rows!
Extracted information for 130 samples.
Processing  ST001035
No raw data detected. Ignoring ST001035
Processing  ST002179
Initiating REDU-table generation for AN003568
Rest length is 33
raw file key found.
Initiating REDU-table generation for AN003569
Rest length is 33
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NEG_AKU_+ NTBC_81.1_CSF.mzML
NEG_AKU_+ NTBC_81.2_CSF.mzML
NEG_AKU_+ NTBC_81.3_CSF.mzML
NEG_AKU_+ NTBC_82.1_CSF.mzML
NEG_AKU_+ NTBC_82.2_CSF.mzML
NEG_AKU_+ NTBC_83.1_CSF.mzML
NEG_AKU_+ NTBC_83.2_CSF.mzML
NEG_AKU_80.3_CSF.mzML
NEG_AKU_80.4_CSF.mzML
NEG_AKU_81.4_CSF.mzML
NEG_AKU_81.5_CSF.mzML
NEG_AKU_81.6_CSF.mzML
NEG_AKU_82.3_CSF.mzML
NEG_AKU_82.4_CSF.mzML
NEG_AKU_83.3_CSF.mzML
NEG_AKU_83.4_CSF.mzML
POS_AKU_+ NTBC_80.2_CSF.mzML
POS_AKU_+ NTBC_81.1_CSF.mzML
POS_AKU_+ NTBC_81.2_CSF.mzML
POS_AKU_+ NTBC_81.3_CSF.mzML
POS_AKU_+ NTBC_82.1_CSF.mzML
POS_AKU_+ NTBC_82.2_CSF.mzML
POS_AKU_+ NTBC_83.1_CSF.mzML
POS_AKU_+ NTBC_83.2_CSF.mzML
POS_AKU_80.3_CSF.mzML
POS_AKU_80.4_CSF.mzML
POS_AKU_81.4_CSF.mzML
POS_AKU_81.5_CSF.mzML
POS_AKU_81.6_CSF.mzML
POS_AKU_82.3_CSF.mzML
POS_AKU_82.4_CSF.mzML
POS_AKU_83.3_CSF.mzML
POS_AKU_83.4_CSF.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 33 rows!
Extracted information for 33 samples.
Processing  ST000449
No raw data detected. Ignoring ST000449
Processing  ST001372
Initiating REDU-table generation for AN002290
Rest length is 20
raw file key found.
Initiating REDU-table generation for AN002291
Rest length is 20
raw file key found.
Initiating REDU-table generation for AN002292
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KM1513_HILICNeg
170410_Blk_FilterBlk_A.mzXML
KM1513_HILICNeg
170410_Blk_FilterBlk_B.mzXML
KM1513_HILICNeg
170410_Poo_April11AqExtractsFull_1.mzXML
KM1513_HILICNeg
170410_Poo_April11AqExtractsFull_2.mzXML
KM1513_HILICNeg
170410_Poo_April11AqExtractsFull_3.mzXML
KM1513_HILICNeg
170410_Poo_April11AqExtractsHalf_1.mzXML
KM1513_HILICNeg
170410_Poo_April11AqExtractsHalf_2.mzXML
KM1513_HILICNeg
170410_Poo_April11AqExtractsHalf_3.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-125m_A.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-125m_B.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-125m_C.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-15m_A.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-15m_B.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-15m_C.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-45m_A.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-45m_B.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-45m_C.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-75m_A.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-75m_B.mzXML
KM1513_HILICNeg
170410_Smp_KM1513-75m_C.mzXML
KM1513_HILICPos
170410_Blk_FilterBlk_A.mzXML
KM1513_HILICPos
170410_Blk_FilterBlk_B.mzXML
KM1513_HILICPos
170410_Poo_April11AqExtractsFull_1.mzXML
KM1513_HILICPos
170410_Poo_April11AqExtractsFull_2.mzXML
KM1513_HILICPos
170410_Poo_April11AqExtractsFull_3.mzXML
KM1513_HILICPos
170410_Poo_April11AqExtractsHalf_1.mzXML
KM1513_HILICPos
170410_Poo_April11AqExtractsHalf_2.mzXML
KM1513_HILICPos
170410_Poo_April11AqExtractsHalf_3.mzXML
KM1513_HILICPos
170410_Smp_KM1513-125m_A.mzXML
KM1513_HILICPos
170410_Smp_KM1513-125m_B.mzXML
KM1513_HILICPos
170410_Smp_KM1513-125m_C.mzXML
KM1513_HILICPos
170410_Smp_KM1513-15m_A.mzXML
KM1513_HILICPos
170410_Smp_KM1513-15m_B.mzXML
KM1513_HILICPos
170410_Smp_KM1513-15m_C.mzXML
KM1513_HILICPos
170410_Smp_KM1513-45m_A.mzXML
KM1513_HILICPos
170410_Smp_KM1513-45m_B.mzXML
KM1513_HILICPos
170410_Smp_KM1513-45m_C.mzXML
KM1513_HILICPos
170410_Smp_KM1513-75m_A.mzXML
KM1513_HILICPos
170410_Smp_KM1513-75m_B.mzXML
KM1513_HILICPos
170410_Smp_KM1513-75m_C.mzXML
KM1513_RP
170413_Blk_FilterBlk_A.mzXML
KM1513_RP
170413_Blk_FilterBlk_B.mzXML
KM1513_RP
170413_Poo_April11AqExtractsFull_1.mzXML
KM1513_RP
170413_Poo_April11AqExtractsFull_2.mzXML
KM1513_RP
170413_Poo_April11AqExtractsFull_3.mzXML
KM1513_RP
170413_Poo_April11AqExtractsHalf_1.mzXML
KM1513_RP
170413_Poo_April11AqExtractsHalf_2.mzXML
KM1513_RP
170413_Poo_April11AqExtractsHalf_3.mzXML
KM1513_RP
170413_Smp_KM1513-125m_A.mzXML
KM1513_RP
170413_Smp_KM1513-125m_B.mzXML
KM1513_RP
170413_Smp_KM1513-125m_C.mzXML
KM1513_RP
170413_Smp_KM1513-15m_A.mzXML
KM1513_RP
170413_Smp_KM1513-15m_B.mzXML
KM1513_RP
170413_Smp_KM1513-15m_C.mzXML
KM1513_RP
170413_Smp_KM1513-45m_A.mzXML
KM1513_RP
170413_Smp_KM1513-45m_B.mzXML
KM1513_RP
170413_Smp_KM1513-45m_C.mzXML
KM1513_RP
170413_Smp_KM1513-75m_A.mzXML
KM1513_RP
170413_Smp_KM1513-75m_B.mzXML
KM1513_RP
170413_Smp_KM1513-75m_C.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 60
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001451
Initiating REDU-table generation for AN002425
Rest length is 47
raw file key found.
Initiating REDU-table generation for AN002426
Rest length is 47
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Jun17_2020_027.raw
Jun17_2020_029.raw
Jun17_2020_031.raw
Jun17_2020_033.raw
Jun17_2020_035.raw
Jun17_2020_037.raw
Jun17_2020_039.raw
Jun17_2020_041.raw
Jun17_2020_043.raw
Jun17_2020_045.raw
Jun17_2020_047.raw
Jun17_2020_049.raw
Jun17_2020_051.raw
Jun17_2020_053.raw
Jun17_2020_055.raw
Jun17_2020_057.raw
Jun17_2020_059.raw
Jun17_2020_061.raw
Jun17_2020_063.raw
Jun17_2020_065.raw
Jun17_2020_067.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST002674
Initiating REDU-table generation for AN004346
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0288m_MoTrPAC_PASS1B_HP-PREFA01.raw
0288n_MoTrPAC_PASS1B_HP-PREFB01.raw
0288o_MoTrPAC_PASS1B_HP-Sed01-SMA.raw
0288p_MoTrPAC_PASS1B_HP-Sed02-SMA.raw
0288q_MoTrPAC_PASS1B_HP-IPE01-SMA.raw
0288r_MoTrPAC_PASS1B_HP-IPE02-SMA.raw
0289_MoTrPAC_PASS1B_HP-90217016703-SMA.raw
0290_MoTrPAC_PASS1B_HP-90218016703-SMA.raw
0291_MoTrPAC_PASS1B_HP-90222016703-SMA.raw
0292_MoTrPAC_PASS1B_HP-90223016703-SMA.raw
0293_MoTrPAC_PASS1B_HP-90225016703-SMA.raw
0294_MoTrPAC_PASS1B_HP-90227016703-SMA.raw
0295_MoTrPAC_PASS1B_HP-90229016703-SMA.raw
0296_MoTrPAC_PASS1B_HP-90232016703-SMA.raw
0297_MoTrPAC_PASS1B_HP-90237016703-SMA.raw
0298_MoTrPAC_PASS1B_HP-90239016703-SMA.raw
0299_MoTrPAC_PASS1B_HP-90245016703-SMA.raw
0300_MoTrPAC_PASS1B_HP-90248016703-SMA.raw
0301_MoTrPAC_PASS1B_HP-90251016703-SMA.raw
0302_MoTrPAC_PASS1B_HP-90252016703-SMA.raw
0303_MoTrPAC_PASS1B_HP-90254016703-SMA.raw
0304_MoTrPAC_PASS1B_HP-90258016703-SMA.raw
0305_MoTrPAC_PASS1B_HP-90259016703-SMA.raw
0306_MoTrPAC_PASS1B_HP-90265016703-SMA.raw
0307_MoTrPAC_PASS1B_HP-90266016703-SMA.raw
0308_MoTrPAC_PASS1B_HP-90267016703-SMA.raw
0308a_MoTrPAC_PASS1B_HP-PREFA02.raw
0308b_MoTrPAC_PASS1B_HP-PREFB02.raw
0309_MoTrPAC_PASS1B_HP-90280016703-SMA.raw
0310_MoTrPAC_PASS1B_HP-90281016703-SMA.raw
0311_MoTrPAC_PASS1B_HP-90283016703-SMA.raw
0312_MoTrPAC_PASS1B_HP-90289016703-SMA.raw
0313_MoTrPAC_PASS1B_HP-90292016703-SMA.raw
0314_MoTrPAC_PASS1B_HP-90406016703-SMA.raw
0315_MoTrPAC_PASS1B_HP-90410016703-SMA.raw
0316_MoTrPAC_PASS1B_HP-90412016703-SMA.raw
0317_MoTrPAC_PASS1B_HP-90416016703-SMA.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 124/3150 [09:27<7:54:10,  9.40s/it]
0318_MoTrPAC_PASS1B_HP-90420016703-SMA.raw
0319_MoTrPAC_PASS1B_HP-90421016703-SMA.raw
0320_MoTrPAC_PASS1B_HP-90422016703-SMA.raw
0321_MoTrPAC_PASS1B_HP-90423016703-SMA.raw
0322_MoTrPAC_PASS1B_HP-90426016703-SMA.raw
0323_MoTrPAC_PASS1B_HP-90430016703-SMA.raw
0324_MoTrPAC_PASS1B_HP-90439016703-SMA.raw
0325_MoTrPAC_PASS1B_HP-90441016703-SMA.raw
0326_MoTrPAC_PASS1B_HP-90444016703-SMA.raw
0327_MoTrPAC_PASS1B_HP-90449016703-SMA.raw
0328_MoTrPAC_PASS1B_HP-90450016703-SMA.raw
0328a_MoTrPAC_PASS1B_HP-PREFA03.raw
0328b_MoTrPAC_PASS1B_HP-PREFB03.raw
0329_MoTrPAC_PASS1B_HP-90559016703-SMA.raw
0330_MoTrPAC_PASS1B_HP-90560016703-SMA.raw
0331_MoTrPAC_PASS1B_HP-90564016703-SMA.raw
0332_MoTrPAC_PASS1B_HP-90567016703-SMA.raw
0333_MoTrPAC_PASS1B_HP-90571016703-SMA.raw
0334_MoTrPAC_PASS1B_HP-90576016703-SMA.raw
0335_MoTrPAC_PASS1B_HP-90578016703-SMA.raw
0336_MoTrPAC_PASS1B_HP-90581016703-SMA.raw
0337_MoTrPAC_PASS1B_HP-90585016703-SMA.raw
0338_MoTrPAC_PASS1B_HP-90587016703-SMA.raw
0338a_MoTrPAC_PASS1B_HP-Sed03-SMA.raw
0338b_MoTrPAC_PASS1B_HP-Sed04-SMA.raw
0338c_MoTrPAC_PASS1B_HP-IPE03-SMA.raw
0338d_MoTrPAC_PASS1B_HP-IPE04-SMA.raw
0338e_MoTrPAC_PASS1B_HP-PREFA04.raw
0338f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST002922
Initiating REDU-table generation for AN004792
Rest length is 87
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/2 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 2/2 [00:00<00:00, 5890.88it/s]

  4%|▍         | 125/3150 [09:27<6:14:42,  7.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 126/3150 [09:31<5:29:34,  6.54s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001985
Initiating REDU-table generation for AN003236
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Pantothenamide_183_NIH_Workbench
20181204-Blank1.mzXML
Pantothenamide_183_NIH_Workbench
20181204-Blank2.mzXML
Pantothenamide_183_NIH_Workbench
20181204-Blank3.mzXML
Pantothenamide_183_NIH_Workbench
20181204-Blank4.mzXML
Pantothenamide_183_NIH_Workbench
20181204-Blank5.mzXML
Pantothenamide_183_NIH_Workbench
20181204-MMV693183P-2.4-1.mzXML
Pantothenamide_183_NIH_Workbench
20181204-MMV693183P-2.4-2.mzXML
Pantothenamide_183_NIH_Workbench
20181204-MMV693183P-2.4-3.mzXML
Pantothenamide_183_NIH_Workbench
20181204-MMV693183P-24-1.mzXML
Pantothenamide_183_NIH_Workbench
20181204-MMV693183P-24-2.mzXML
Pantothenamide_183_NIH_Workbench
20181204-MMV693183P-24-3.mzXML
Pantothenamide_183_NIH_Workbench
20181204-MMV693183P-240-1.mzXML
Pantothenamide_183_NIH_Workbench
20181204-MMV693183P-240-2.mzXML
Pantothenamide_183_NIH_Workbench
20181204-MMV693183P-240-3.mzXML
Pantothenamide_183_NIH_Workbench
20181204-NDP1.mzXML
Pantothenamide_183_NIH_Workbench
20181204-NDP2.mzXML
Pantothenamide_183_NIH_Workbench
20181204-NDP3.mzXML
Pantothenamide_183_NIH_Workbench
20181204-QC183-1.mzXML
Pantothenamide_183_NIH_Workbench
20181204-QC183-2.mzXML
Pantothenamide_183_NIH_Workbench
20181204-QC183-3.mzXML
Pantothenamide_183_NIH_Workbench
20181211-Blank1.mzXML
Pantothenamide_183_NIH_Workbench
20181211-Blank2.mzXML
Pantothenamide_183_NIH_Workbench
20181211-Blank3.mzXML
Pantothenamide_183_NIH_Workbench
20181211-Blank4.mzXML
Pantothenamide_183_NIH_Workbench
20181211-Blank5.mzXML
Pantothenamide_183_NIH_Workbench
20181211-MMV693183B-2.4-1.mzXML
Pantothenamide_183_NIH_Workbench
20181211-MMV693183B-2.4-2.mzXML
Pantothenamide_183_NIH_Workbench
20181211-MMV693183B-2.4-3.mzXML
Pantothenamide_183_NIH_Workbench
20181211-MMV693183B-24-1.mzXML
Pantothenamide_183_NIH_Workbench
20181211-MMV693183B-24-2.mzXML
Pantothenamide_183_NIH_Workbench
20181211-MMV693183B-24-3.mzXML
Pantothenamide_183_NIH_Workbench
20181211-MMV693183B-240-1.mzXML
Pantothenamide_183_NIH_Workbench
20181211-MMV693183B-240-2.mzXML
Pantothenamide_183_NIH_Workbench
20181211-MMV693183B-240-3.mzXML
Pantothenamide_183_NIH_Workbench
20181211-QC183-1.mzXML
Pantothenamide_183_NIH_Workbench
20181211-QC183-2.mzXML
Pantothenamide_183_NIH_Workbench
20181211-QC183-3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183B_2.4_1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183B_2.4_2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183B_2.4_3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183B_240_1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183B_240_2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183B_240_3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183B_24_1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183B_24_2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183B_24_3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183P_2.4_1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183P_2.4_2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183P_2.4_3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183P_240_1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183P_240_2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183P_240_3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183P_24_1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183P_24_2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-183P_24_3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-Blank1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-Blank2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-Blank3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-Blank4.mzXML
Pantothenamide_183_NIH_Workbench
20190426-Blank5.mzXML
Pantothenamide_183_NIH_Workbench
20190426-NDB_1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-NDB_2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-NDB_3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-NDP_1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-NDP_2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-NDP_3.mzXML
Pantothenamide_183_NIH_Workbench
20190426-QC183-1.mzXML
Pantothenamide_183_NIH_Workbench
20190426-QC183-2.mzXML
Pantothenamide_183_NIH_Workbench
20190426-QC183-3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST002321
No raw data detected. Ignoring ST002321
Processing  ST002554
Initiating REDU-table generation for AN004205
Rest length is 103
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
ACCLBR_RawData
BD01.mzML
ACCLBR_RawData
BD02.mzML
ACCLBR_RawData
BD03.mzML
ACCLBR_RawData
BD04.mzML
ACCLBR_RawData
BD05.mzML
ACCLBR_RawData
BD06.mzML
ACCLBR_RawData
BD07.mzML
ACCLBR_RawData
BD08.mzML
ACCLBR_RawData
BD09.mzML
ACCLBR_RawData
BD10.mzML
ACCLBR_RawData
BD11.mzML
ACCLBR_RawData
BD12.mzML
ACCLBR_RawData
BD13.mzML
ACCLBR_RawData
BD14.mzML
ACCLBR_RawData
BD15.mzML
ACCLBR_RawData
BD16.mzML
ACCLBR_RawData
BD17.mzML
ACCLBR_RawData
BD18.mzML
ACCLBR_RawData
BD19.mzML
ACCLBR_RawData
BD20.mzML
ACCLBR_RawData
BD21.mzML
ACCLBR_RawData
BD22.mzML
ACCLBR_RawData
BD23.mzML
ACCLBR_RawData
BD24.mzML
ACCLBR_RawData
BD25.mzML
ACCLBR_RawData
BD26.mzML
ACCLBR_RawData
BD27.mzML
ACCLBR_RawData
BD28.mzML
ACCLBR_RawData
BD29.mzML
ACCLBR_RawData
BD30.mzML
ACCLBR_RawData
CT01.mzML
ACCLBR_RawData
CT02.mzML
ACCLBR_RawData
CT03.mzML
ACCLBR_RawData
CT04.mzML
ACCLBR_RawData
CT05.mzML
ACCLBR_RawData
CT06.mzML
ACCLBR_RawData
CT07.mzML
ACCLBR_RawData
CT08.mzML
ACCLBR_RawData
CT09.mzML
ACCLBR_RawData
CT10.mzML
ACCLBR_RawData
CT11.mzML
ACCLBR_RawData
CT12.mzML
ACCLBR_RawData
CT13.mzML
ACCLBR_RawData
CT14.mzML
ACCLBR_RawData
CT15.mzML
ACCLBR_RawData
CT16.mzML
ACCLBR_RawData
CT17.mzML
ACCLBR_RawData
CT18.mzML
ACCLBR_RawData
CT19.mzML
ACCLBR_RawData
CT20.mzML
ACCLBR_RawData
CT21.mzML
ACCLBR_RawData
CT22.mzML
ACCLBR_RawData
CT23.mzML
ACCLBR_RawData
CT24.mzML
ACCLBR_RawData
CT25.mzML
ACCLBR_RawData
CT26.mzML
ACCLBR_RawData
CT27.mzML
ACCLBR_RawData
CT28.mzML
ACCLBR_RawData
CT29.mzML
ACCLBR_RawData
CT30.mzML
ACCLBR_RawData
QC_1_2.mzML
ACCLBR_RawData
QC_2.mzML
ACCLBR_RawData
QC_2_2.mzML
ACCLBR_RawData
QC_2_3.mzML
ACCLBR_RawData
QC_2_4.mzML
ACCLBR_RawData
QC_3.mzML
ACCLBR_RawData
QC_4.mzML
ACCLBR_RawData
QC_4_2.mzML
ACCLBR_RawData
QC_4_3.mzML
ACCLBR_RawData
QC_5.mzML
ACCLBR_RawData
QC_5_2.mzML
ACCLBR_RawData
QC_5_3.mzML
ACCLBR_RawData
QC_5_4.mzML
ACCLBR_RawData
SZ01.mzML
ACCLBR_RawData
SZ02.mzML
ACCLBR_RawData
SZ03.mzML
ACCLBR_RawData
SZ04.mzML
ACCLBR_RawData
SZ05.mzML
ACCLBR_RawData
SZ06.mzML
ACCLBR_RawData
SZ07.mzML
ACCLBR_RawData
SZ08.mzML
ACCLBR_RawData
SZ09.mzML
ACCLBR_RawData
SZ10.mzML
ACCLBR_RawData
SZ11.mzML
ACCLBR_RawData
SZ12.mzML
ACCLBR_RawData
SZ13.mzML
ACCLBR_RawData
SZ14.mzML
ACCLBR_RawData
SZ15.mzML
ACCLBR_RawData/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 128/3150 [09:35<3:56:15,  4.69s/it]
SZ16.mzML
ACCLBR_RawData
SZ17.mzML
ACCLBR_RawData
SZ18.mzML
ACCLBR_RawData
SZ19.mzML
ACCLBR_RawData
SZ20.mzML
ACCLBR_RawData
SZ21.mzML
ACCLBR_RawData
SZ22.mzML
ACCLBR_RawData
SZ23.mzML
ACCLBR_RawData
SZ24.mzML
ACCLBR_RawData
SZ25.mzML
ACCLBR_RawData
SZ26.mzML
ACCLBR_RawData
SZ27.mzML
ACCLBR_RawData
SZ28.mzML
ACCLBR_RawData
SZ29.mzML
ACCLBR_RawData
SZ30.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 103 rows!
Extracted information for 103 samples.
Processing  ST000154
No raw data detected. Ignoring ST000154
Processing  ST001095
Initiating REDU-table generation for AN001781
Rest length is 62
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/62 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 62/62 [00:00<00:00, 4821.13it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001782
Rest length is 62
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/62 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 62/62 [00:00<00:00, 4702.64it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 130/3150 [09:44<3:50:33,  4.58s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Arabidopsis thaliana
Root
Positive
12C-AT-Root-Pos.mzML
Arabidopsis thaliana
Root
Positive
13C-AT-Root-Pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST003332
Initiating REDU-table generation for AN005458
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 480.64it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005459
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 502.73it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 131/3150 [09:47<3:37:16,  4.32s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 133/3150 [09:49<2:38:29,  3.15s/it]
  4%|▍         | 135/3150 [09:50<1:44:29,  2.08s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 137/3150 [09:53<1:41:32,  2.02s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  4%|▍         | 140/3150 [09:56<1:15:22,  1.50s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DN47 media raw files
negative
DN47-25_r7-.raw
DN47 media raw files
negative
DN47-26_r20-.raw
DN47 media raw files
negative
DN47-27_r24-.raw
DN47 media raw files
negative
DN47-28_r14-.raw
DN47 media raw files
negative
DN47-29_r1-.raw
DN47 media raw files
negative
DN47-30_r6-.raw
DN47 media raw files
negative
DN47-34_r27-.raw
DN47 media raw files
negative
DN47-35_r25-.raw
DN47 media raw files
negative
DN47-36_r18-.raw
DN47 media raw files
negative
DN47-37_r4-.raw
DN47 media raw files
negative
DN47-38_r19-.raw
DN47 media raw files
negative
DN47-39_r23-.raw
DN47 media raw files
negative
DN47-40_r17-.raw
DN47 media raw files
negative
DN47-41_r5-.raw
DN47 media raw files
negative
DN47-42_r8-.raw
DN47 media raw files
negative
DN47-43_r22-.raw
DN47 media raw files
negative
DN47-44_r16-.raw
DN47 media raw files
negative
DN47-45_r13-.raw
DN47 media raw files
negative
DN47-46_r21-.raw
DN47 media raw files
negative
DN47-47_r9-.raw
DN47 media raw files
negative
DN47-48_r11-.raw
DN47 media raw files
negative
DN47-49_r26-.raw
DN47 media raw files
negative
DN47-50_r2-.raw
DN47 media raw files
negative
DN47-51_r10-.raw
DN47 media raw files
positive
DN47-25_r16+.raw
DN47 media raw files
positive
DN47-26_r26+.raw
DN47 media raw files
positive
DN47-27_r25+.raw
DN47 media raw files
positive
DN47-28_r8+.raw
DN47 media raw files
positive
DN47-29_r20+.raw
DN47 media raw files
positive
DN47-30_r13+.raw
DN47 media raw files
positive
DN47-34_r3+.raw
DN47 media raw files
positive
DN47-35_r11+.raw
DN47 media raw files
positive
DN47-36_r5+.raw
DN47 media raw files
positive
DN47-37_r1+.raw
DN47 media raw files
positive
DN47-38_r18+.raw
DN47 media raw files
positive
DN47-39_r19+.raw
DN47 media raw files
positive
DN47-40_r7+.raw
DN47 media raw files
positive
DN47-41_r14+.raw
DN47 media raw files
positive
DN47-42_r22+.raw
DN47 media raw files
positive
DN47-43_r4+.raw
DN47 media raw files
positive
DN47-44_r2+.raw
DN47 media raw files
positive
DN47-45_r24+.raw
DN47 media raw files
positive
DN47-46_r6+.raw
DN47 media raw files
positive
DN47-47_r21+.raw
DN47 media raw files
positive
DN47-48_r10+.raw
DN47 media raw files
positive
DN47-49_r17+.raw
DN47 media raw files
positive
DN47-50_r27+.raw
DN47 media raw files
positive
DN47-51_r12+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST000784
No raw data detected. Ignoring ST000784
Processing  ST003425
Initiating REDU-table generation for AN005624
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Agilent GC 7820A-MS 5977B|not available: missing value
SubjectIdentifierAsRecorded:
  : missing value
Ctrl_serum.CDF
Diet.CDF
T_mu.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST001619
No raw data detected. Ignoring ST001619
Processing  ST000478
No raw data detected. Ignoring ST000478
Processing  ST003540
No raw data detected. Ignoring ST003540
Processing  ST002980
Initiating REDU-table generation for AN004897
Rest length is 36
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004898
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DataTrackID4458 mzXML files
KO_21_liver_NEG.mzXML
DataTrackID4458 mzXML files
KO_21_liver_POS.mzXML
DataTrackID4458 mzXML files
KO_21_serum_NEG.mzXML
DataTrackID4458 mzXML files
KO_21_serum_POS.mzXML
DataTrackID4458 mzXML files
KO_22_liver_NEG.mzXML
DataTrackID4458 mzXML files
KO_22_liver_POS.mzXML
DataTrackID4458 mzXML files
KO_22_serum_NEG.mzXML
DataTrackID4458 mzXML files
KO_22_serum_POS.mzXML
DataTrackID4458 mzXML files
KO_23_liver_NEG.mzXML
DataTrackID4458 mzXML files
KO_23_liver_POS.mzXML
DataTrackID4458 mzXML files
KO_23_serum_NEG.mzXML
DataTrackID4458 mzXML files
KO_23_serum_POS.mzXML
DataTrackID4458 mzXML files
KO_35_liver_NEG.mzXML
DataTrackID4458 mzXML files
KO_35_liver_POS.mzXML
DataTrackID4458 mzXML files
KO_35_serum_NEG.mzXML
DataTrackID4458 mzXML files
KO_35_serum_POS.mzXML
DataTrackID4458 mzXML files
KO_43_liver_NEG.mzXML
DataTrackID4458 mzXML files
KO_43_liver_POS.mzXML
DataTrackID4458 mzXML files
KO_43_serum_NEG.mzXML
DataTrackID4458 mzXML files
KO_43_serum_POS.mzXML
DataTrackID4458 mzXML files
KO_44_liver_NEG.mzXML
DataTrackID4458 mzXML files
KO_44_liver_POS.mzXML
DataTrackID4458 mzXML files
KO_44_serum_NEG.mzXML
DataTrackID4458 mzXML files
KO_44_serum_POS.mzXML
DataTrackID4458 mzXML files
KO_45_liver_NEG.mzXML
DataTrackID4458 mzXML files
KO_45_liver_POS.mzXML
DataTrackID4458 mzXML files
KO_45_serum_NEG.mzXML
DataTrackID4458 mzXML files
KO_45_serum_POS.mzXML
DataTrackID4458 mzXML files
SHIN2_1_liver_NEG.mzXML
DataTrackID4458 mzXML files
SHIN2_1_serum_NEG.mzXML
DataTrackID4458 mzXML files
SHIN2_1_serum_POS.mzXML
DataTrackID4458 mzXML files
SHIN2_2_liver_NEG.mzXML
DataTrackID4458 mzXML files
SHIN2_2_serum_NEG.mzXML
DataTrackID4458 mzXML files
SHIN2_2_serum_POS.mzXML
DataTrackID4458 mzXML files
SHIN2_3_liver_NEG.mzXML
DataTrackID4458 mzXML files
SHIN2_3_serum_NEG.mzXML
DataTrackID4458 mzXML files
SHIN2_3_serum_POS.mzXML
DataTrackID4458 mzXML files
Veh_1_liver_NEG.mzXML
DataTrackID4458 mzXML files
Veh_1_serum_NEG.mzXML
DataTrackID4458 mzXML files
Veh_1_serum_POS.mzXML
DataTrackID4458 mzXML files
Veh_2_liver_NEG.mzXML
DataTrackID4458 mzXML files
Veh_2_serum_NEG.mzXML
DataTrackID4458 mzXML files
Veh_2_serum_POS.mzXML
DataTrackID4458 mzXML files
Veh_3_liver_NEG.mzXML
DataTrackID4458 mzXML files
Veh_3_serum_NEG.mzXML
DataTrackID4458 mzXML files
Veh_3_serum_POS.mzXML
DataTrackID4458 mzXML files
WT_15_liver_NEG.mzXML
DataTrackID4458 mzXML files
WT_15_liver_POS.mzXML
DataTrackID4458 mzXML files
WT_15_serum_NEG.mzXML
DataTrackID4458 mzXML files
WT_15_serum_POS.mzXML
DataTrackID4458 mzXML files
WT_20_liver_NEG.mzXML
DataTrackID4458 mzXML files
WT_20_liver_POS.mzXML
DataTrackID4458 mzXML files
WT_20_serum_NEG.mzXML
DataTrackID4458 mzXML files
WT_20_serum_POS.mzXML
DataTrackID4458 mzXML files
WT_34_liver_NEG.mzXML
DataTrackID4458 mzXML files
WT_34_liver_POS.mzXML
DataTrackID4458 mzXML files
WT_34_serum_NEG.mzXML
DataTrackID4458 mzXML files
WT_34_serum_POS.mzXML
DataTrackID4458 mzXML files
WT_37_liver_NEG.mzXML
DataTrackID4458 mzXML files
WT_37_liver_POS.mzXML
DataTrackID4458 mzXML files
WT_37_serum_NEG.mzXML
DataTrackID4458 mzXML files
WT_37_serum_POS.mzXML
DataTrackID4458 mzXML files
WT_46_liver_NEG.mzXML
DataTrackID4458 mzXML files
WT_46_liver_POS.mzXML
DataTrackID4458 mzXML files
WT_46_serum_NEG.mzXML
DataTrackID4458 mzXML files
WT_46_serum_POS.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST000142
No raw data detected. Ignoring ST000142
Processing  ST001265
No raw data detected. Ignoring ST001265
Processing  ST002731
Initiating REDU-table generation for AN004428
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Prostate Cancer
1-01-8388.d
Prostate Cancer
2-01-8394.d
Prostate Cancer
3'-02-8404.d
Prostate Cancer
3-01-8401.d
Prostate Cancer
4-01-8407.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 5 rows!
Extracted information for 5 samples.
Processing  ST000881
No raw data detected. Ignoring ST000881
Processing  ST003322
Initiating REDU-table generation for AN005436
Rest length is 108
raw file key found.
Initiating REDU-table generation for AN005437
Rest length is 108/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 142/3150 [09:59<1:18:24,  1.56s/it]
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ebc20240616
B13-neg.raw
ebc20240616
B13-pos.raw
ebc20240616
B21-neg.raw
ebc20240616
B21-pos.raw
ebc20240616
B32-neg.raw
ebc20240616
B32-pos.raw
ebc20240616
B33-neg.raw
ebc20240616
B33-pos.raw
ebc20240616
H1-neg.raw
ebc20240616
H1-pos.raw
ebc20240616
H10-neg.raw
ebc20240616
H10-pos.raw
ebc20240616
H12-neg.raw
ebc20240616
H12-pos.raw
ebc20240616
H13-neg.raw
ebc20240616
H13-pos.raw
ebc20240616
H14-neg.raw
ebc20240616
H14-pos.raw
ebc20240616
H15-neg.raw
ebc20240616
H15-pos.raw
ebc20240616
H16-neg.raw
ebc20240616
H16-pos.raw
ebc20240616
H17-neg.raw
ebc20240616
H17-pos.raw
ebc20240616
H18-neg.raw
ebc20240616
H18-pos.raw
ebc20240616
H2-neg.raw
ebc20240616
H2-pos.raw
ebc20240616
H20-neg.raw
ebc20240616
H20-pos.raw
ebc20240616
H21-neg.raw
ebc20240616
H21-pos.raw
ebc20240616
H23-neg.raw
ebc20240616
H23-pos.raw
ebc20240616
H3-neg.raw
ebc20240616
H3-pos.raw
ebc20240616
H4-neg.raw
ebc20240616
H4-pos.raw
ebc20240616
H5-neg.raw
ebc20240616
H5-pos.raw
ebc20240616
H6-neg.raw
ebc20240616
H6-pos.raw
ebc20240616
H7-neg.raw
ebc20240616
H7-pos.raw
ebc20240616
H8-neg.raw
ebc20240616
H8-pos.raw
ebc20240616
H9-neg.raw
ebc20240616
H9-pos.raw
ebc20240616
T1-neg.raw
ebc20240616
T1-pos.raw
ebc20240616
T10-neg.raw
ebc20240616
T10-pos.raw
ebc20240616
T11-neg.raw
ebc20240616
T11-pos.raw
ebc20240616
T12-neg.raw
ebc20240616
T12-pos.raw
ebc20240616
T14-neg.raw
ebc20240616
T14-pos.raw
ebc20240616
T15-neg.raw
ebc20240616
T15-pos.raw
ebc20240616
T16-neg.raw
ebc20240616
T16-pos.raw
ebc20240616
T17-neg.raw
ebc20240616
T17-pos.raw
ebc20240616
T19-neg.raw
ebc20240616
T19-pos.raw
ebc20240616
T2-neg.raw
ebc20240616
T2-pos.raw
ebc20240616
T22-neg.raw
ebc20240616
T22-pos.raw
ebc20240616
T23-neg.raw
ebc20240616
T23-pos.raw
ebc20240616
T24-neg.raw
ebc20240616
T24-pos.raw
ebc20240616
T25-neg.raw
ebc20240616
T25-pos.raw
ebc20240616
T26-neg.raw
ebc20240616
T26-pos.raw
ebc20240616
T27-neg.raw
ebc20240616
T27-pos.raw
ebc20240616
T28-neg.raw
ebc20240616
T28-pos.raw
ebc20240616
T29-neg.raw
ebc20240616
T29-pos.raw
ebc20240616
T3-neg.raw
ebc20240616
T3-pos.raw
ebc20240616
T31-neg.raw
ebc20240616
T31-pos.raw
ebc20240616
T34-neg.raw
ebc20240616
T34-pos.raw
ebc20240616
T35-neg.raw
ebc20240616
T35-pos.raw
ebc20240616
T36-neg.raw
ebc20240616
T36-pos.raw
ebc20240616
T37-neg.raw
ebc20240616
T37-pos.raw
ebc20240616
T38-neg.raw
ebc20240616
T38-pos.raw
ebc20240616
T4-neg.raw
ebc20240616
T4-pos.raw
ebc20240616
T5-neg.raw
ebc20240616
T5-pos.raw
ebc20240616
T6-neg.raw
ebc20240616
T6-pos.raw
ebc20240616
T8-neg.raw
ebc20240616
T8-pos.raw
ebc20240616
T9-neg.raw
ebc20240616
T9-pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!
Extracted information for 108 samples.
Processing  ST002778
Initiating REDU-table generation for AN004522
Rest length is 144
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/288 [00:00<?, ?it/s]

Mapping potential matches:  34%|███▎      | 97/288 [00:00<00:00, 966.67it/s]

Mapping potential matches:  68%|██████▊   | 195/288 [00:00<00:00, 968.75it/s]
Mapping potential matches: 100%|██████████| 288/288 [00:00<00:00, 955.84it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004523
Rest length is 144
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/288 [00:00<?, ?it/s]

Mapping potential matches:  34%|███▍      | 98/288 [00:00<00:00, 974.48it/s]

Mapping potential matches:  69%|██████▉   | 200/288 [00:00<00:00, 996.77it/s]
Mapping potential matches: 100%|██████████| 288/288 [00:00<00:00, 990.98it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004524
Rest length is 144
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/288 [00:00<?, ?it/s]

Mapping potential matches:  33%|███▎      | 96/288 [00:00<00:00, 959.93it/s]

Mapping potential matches:  68%|██████▊   | 196/288 [00:00<00:00, 981.12it/s]
Mapping potential matches: 100%|██████████| 288/288 [00:00<00:00, 977.72it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 143/3150 [10:05<1:53:03,  2.26s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 145/3150 [10:07<1:36:23,  1.92s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 146/3150 [10:10<1:44:34,  2.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 148/3150 [10:13<1:35:39,  1.91s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 149/3150 [10:16<1:46:55,  2.14s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2021-01-31 JL04 SO1 MRM TR3_1-C,1_1_786.d
2021-01-31 JL07 SO WE 1 MRM TR3_1-E,1_1_789.d
2021-01-31 JL11 SO2 MRM TR3_1-C,2_1_793.d
2021-01-31 JL14 SO WE 2 MRM TR3_1-E,2_1_796.d
2021-01-31 JL18 SO3 MRM TR3_1-C,3_1_800.d
2021-01-31 JL21 SO WE 3 MRM TR3_1-E,3_1_803.d
2021-01-31 JL25 SO4 MRM TR3_1-C,4_1_807.d
2021-01-31 JL28 SO WE 4 MRM TR3_1-E,4_1_810.d
2021-01-31 JL32 SO5 MRM TR3_1-C,5_1_814.d
2021-01-31 JL35 SO WE 5 MRM TR3_1-E,5_1_817.d
2021-02-01 JL11 SO2 MRM LM TR3_1-C,2_1_858.d
2021-02-01 JL19 SO WE 3 MRM LM TR1_1-E,3_1_866.d
2021-02-01 JL26 SO WE 4 MRM LM TR1_1-E,4_1_873.d
2021-09-10 JL49 SOWE1 3x dilution GSH GSSG MRM TR2_1-B,1_1_1807.d
2021-09-10 JL53 SO1 3x dilution GSH GSSG MRM TR2_1-B,2_1_1811.d
2021-09-10 JL57 SOWE2 3x dilution GSH GSSG MRM TR2_1-B,3_1_1815.d
2021-09-10 JL61 SO2 3x dilution GSH GSSG MRM TR2_1-B,4_1_1819.d
2021-09-10 JL65 SOWE3 3x dilution GSH GSSG MRM TR2_1-B,5_1_1823.d
2021-09-10 JL69 SO3 3x dilution GSH GSSG MRM TR2_1-B,6_1_1827.d
2021-09-10 JL73 SOWE4 3x dilution GSH GSSG MRM TR2_1-B,7_1_1831.d
2021-09-10 JL77 SO4 3x dilution GSH GSSG MRM TR2_1-B,8_1_1835.d
2021-09-10 JL81 SOWE5 3x dilution GSH GSSG MRM TR2_1-C,1_1_1839.d
2021-09-10 JL85 SO5 3x dilution GSH GSSG MRM TR2_1-C,2_1_1843.d
2021-09-10 JL89 SOWE6 3x dilution GSH GSSG MRM TR2_1-C,3_1_1847.d
2021-09-10 JL93 SO6 3x dilution GSH GSSG MRM TR2_1-C,4_1_1851.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 25 rows!
Extracted information for 25 samples.
Processing  ST003272
No raw data detected. Ignoring ST003272
Processing  ST002531
Initiating REDU-table generation for AN004165
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CoRe_Raw
20221116_QE2_JAS_Job2640_64.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_65.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_66.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_67.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_68.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_69.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_70.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_71.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_72.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_73.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_74.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_75.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_82.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_83.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_84.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_85.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_86.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_87.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_88.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_89.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_90.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_91.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_92.raw
CoRe_Raw
20221116_QE2_JAS_Job2640_93.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST003331
Initiating REDU-table generation for AN005456
Rest length is 21
raw file key found.
Initiating REDU-table generation for AN005457
Rest length is 21
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DN47 cells raw data
negative
DN47-01_r20-.raw
DN47 cells raw data
negative
DN47-02_r19-.raw
DN47 cells raw data
negative
DN47-03_r15-.raw
DN47 cells raw data
negative
DN47-04_r8-.raw
DN47 cells raw data
negative
DN47-05_r10-.raw
DN47 cells raw data
negative
DN47-06_r13-.raw
DN47 cells raw data
negative
DN47-10_r16-.raw
DN47 cells raw data
negative
DN47-11_r3-.raw
DN47 cells raw data
negative
DN47-12_r12-.raw
DN47 cells raw data
negative
DN47-13_r11-.raw
DN47 cells raw data
negative
DN47-14_r1-.raw
DN47 cells raw data
negative
DN47-15_r17-.raw
DN47 cells raw data
negative
DN47-16_r2-.raw
DN47 cells raw data
negative
DN47-17_r5-.raw
DN47 cells raw data
negative
DN47-18_r4-.raw
DN47 cells raw data
negative
DN47-19_r9-.raw
DN47 cells raw data
negative
DN47-20_r21-.raw
DN47 cells raw data
negative
DN47-21_r18-.raw
DN47 cells raw data
negative
DN47-22_r7-.raw
DN47 cells raw data
negative
DN47-23_r24-.raw
DN47 cells raw data
negative
DN47-24_r6-.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST000576
No raw data detected. Ignoring ST000576
Processing  ST002312
Initiating REDU-table generation for AN003777
Rest length is 24
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003778
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyDataSerum
H1.raw
MyDataSerum
H2.raw
MyDataSerum
H3.raw
MyDataSerum
H4.raw
MyDataSerum
I1.raw
MyDataSerum
I3.raw
MyDataSerum
I4.raw
MyDataSerum
J1.raw
MyDataSerum
J2.raw
MyDataSerum
J3.raw
MyDataSerum
J4.raw
MyDataSerum
K1.raw
MyDataSerum
K2.raw
MyDataSerum
K3.raw
MyDataSerum
K4.raw
MyDataSerum
L1.raw
MyDataSerum
L2.raw
MyDataSerum
L3.raw
MyDataSerum
L4.raw
MyDataSerum
M1.raw
MyDataSerum
M2.raw
MyDataSerum
M3.raw
MyDataSerum
M4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST003553
Initiating REDU-table generation for AN005840
Rest length is 194
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005841
Rest length is 194
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2024-02-29 14:42:27 .R..A     18989056      5817374  MyData
240229_CU_Eli_Batch1_Gut_1zu25.wiff
2024-03-01 10:12:40 .R..A     18268160               MyData
240301_CU_Eli_Batch2_Gut_1zu25.wiff
2024-03-19 22:24:14 .R..A     31215616               MyData
240319_Eli_YY_Bee_Gut_undiluted.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST001130
No raw data detected. Ignoring ST001130
Processing  ST002181
Initiating REDU-table generation for AN003572
Rest length is 72
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003573
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RawData
Negative
Dd2B2-11082018-1.mzML
RawData
Negative
Dd2B2-11082018-2.mzML
RawData
Negative
Dd2B2-11082018-3.mzML
RawData
Negative
Dd2B2-11102018-1.mzML
RawData
Negative
Dd2B2-11102018-2.mzML
RawData
Negative
Dd2B2-11102018-3.mzML
RawData
Negative
Dd2B2-11122018-1.mzML
RawData
Negative
Dd2B2-11122018-2.mzML
RawData
Negative
Dd2B2-11122018-3.mzML
RawData
Negative
Dd2Dd2crt-10012018-1.mzML
RawData
Negative
Dd2Dd2crt-10012018-2.mzML
RawData
Negative
Dd2Dd2crt-10012018-3.mzML
RawData
Negative
Dd2Dd2crt-10062018-1.mzML
RawData
Negative
Dd2Dd2crt-10062018-2.mzML
RawData
Negative
Dd2Dd2crt-10062018-3.mzML
RawData
Negative
Dd2Dd2crt-10272018-1.mzML
RawData
Negative
Dd2Dd2crt-10272018-2.mzML
RawData
Negative
Dd2Dd2crt-10272018-3.mzML
RawData
Negative
Dd2Dd2crtF145I-06282018-1.mzML
RawData
Negative
Dd2Dd2crtF145I-06282018-2.mzML
RawData
Negative
Dd2Dd2crtF145I-06282018-3.mzML
RawData
Negative
Dd2Dd2crtF145I-06302018-1.mzML
RawData
Negative
Dd2Dd2crtF145I-06302018-2.mzML
RawData
Negative
Dd2Dd2crtF145I-06302018-3.mzML
RawData
Negative
Dd2Dd2crtF145I-07042018-1.mzML
RawData
Negative
Dd2Dd2crtF145I-07042018-2.mzML
RawData
Negative
Dd2Dd2crtF145I-07042018-3.mzML
RawData
Negative
Dd2Dd2crtG353V-07212018-1.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 151/3150 [10:21<1:50:39,  2.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 152/3150 [10:24<1:56:27,  2.33s/it]
RawData
Negative
Dd2Dd2crtG353V-07212018-2.mzML
RawData
Negative
Dd2Dd2crtG353V-07212018-3.mzML
RawData
Negative
Dd2Dd2crtG353V-07282018-1.mzML
RawData
Negative
Dd2Dd2crtG353V-07282018-2.mzML
RawData
Negative
Dd2Dd2crtG353V-07282018-3.mzML
RawData
Negative
Dd2Dd2crtG353V-08022018-1.mzML
RawData
Negative
Dd2Dd2crtG353V-08022018-2.mzML
RawData
Negative
Dd2Dd2crtG353V-08022018-3.mzML
RawData
Negative
Dd2Dd2crtM343L-10092018-1.mzML
RawData
Negative
Dd2Dd2crtM343L-10092018-2.mzML
RawData
Negative
Dd2Dd2crtM343L-10092018-3.mzML
RawData
Negative
Dd2Dd2crtM343L-10132018-1.mzML
RawData
Negative
Dd2Dd2crtM343L-10132018-2.mzML
RawData
Negative
Dd2Dd2crtM343L-10132018-3.mzML
RawData
Negative
Dd2Dd2crtM343L-10152018-1.mzML
RawData
Negative
Dd2Dd2crtM343L-10152018-2.mzML
RawData
Negative
Dd2Dd2crtM343L-10152018-3.mzML
RawData
Negative
Dd2GC03crt-10242018-1.mzML
RawData
Negative
Dd2GC03crt-10242018-2.mzML
RawData
Negative
Dd2GC03crt-10242018-3.mzML
RawData
Negative
Dd2GC03crt-10292018-1.mzML
RawData
Negative
Dd2GC03crt-10292018-2.mzML
RawData
Negative
Dd2GC03crt-10292018-3.mzML
RawData
Negative
Dd2GC03crt-10312018-1.mzML
RawData
Negative
Dd2GC03crt-10312018-2.mzML
RawData
Negative
Dd2GC03crt-10312018-3.mzML
RawData
Negative
RF12-11132018-1.mzML
RawData
Negative
RF12-11132018-2.mzML
RawData
Negative
RF12-11132018-3.mzML
RawData
Negative
RF12-11152018-1.mzML
RawData
Negative
RF12-11152018-2.mzML
RawData
Negative
RF12-11152018-3.mzML
RawData
Negative
RF12-11172018-1.mzML
RawData
Negative
RF12-11172018-2.mzML
RawData
Negative
RF12-11172018-3.mzML
RawData
Negative
RF7-07232018-1.mzML
RawData
Negative
RF7-07232018-2.mzML
RawData
Negative
RF7-07232018-3.mzML
RawData
Negative
RF7-07312018-1.mzML
RawData
Negative
RF7-07312018-2.mzML
RawData
Negative
RF7-07312018-3.mzML
RawData
Negative
RF7-09102018-1.mzML
RawData
Negative
RF7-09102018-2.mzML
RawData
Negative
RF7-09102018-3.mzML
RawData
Positive
Dd2B2-11082018-1.mzML
RawData
Positive
Dd2B2-11082018-2.mzML
RawData
Positive
Dd2B2-11082018-3.mzML
RawData
Positive
Dd2B2-11102018-1.mzML
RawData
Positive
Dd2B2-11102018-2.mzML
RawData
Positive
Dd2B2-11102018-3.mzML
RawData
Positive
Dd2B2-11122018-1.mzML
RawData
Positive
Dd2B2-11122018-2.mzML
RawData
Positive
Dd2B2-11122018-3.mzML
RawData
Positive
Dd2Dd2crt-10012018-1.mzML
RawData
Positive
Dd2Dd2crt-10012018-2.mzML
RawData
Positive
Dd2Dd2crt-10012018-3.mzML
RawData
Positive
Dd2Dd2crt-10062018-1.mzML
RawData
Positive
Dd2Dd2crt-10062018-2.mzML
RawData
Positive
Dd2Dd2crt-10062018-3.mzML
RawData
Positive
Dd2Dd2crt-10272018-1.mzML
RawData
Positive
Dd2Dd2crt-10272018-2.mzML
RawData
Positive
Dd2Dd2crt-10272018-3.mzML
RawData
Positive
Dd2Dd2crtF145I-06282018-1.mzML
RawData
Positive
Dd2Dd2crtF145I-06282018-2.mzML
RawData
Positive
Dd2Dd2crtF145I-06282018-3.mzML
RawData
Positive
Dd2Dd2crtF145I-06302018-1.mzML
RawData
Positive
Dd2Dd2crtF145I-06302018-2.mzML
RawData
Positive
Dd2Dd2crtF145I-06302018-3.mzML
RawData
Positive
Dd2Dd2crtF145I-07042018-1.mzML
RawData
Positive
Dd2Dd2crtF145I-07042018-2.mzML
RawData
Positive
Dd2Dd2crtF145I-07042018-3.mzML
RawData
Positive
Dd2Dd2crtG353V-07212018-1.mzML
RawData
Positive
Dd2Dd2crtG353V-07212018-2.mzML
RawData
Positive
Dd2Dd2crtG353V-07212018-3.mzML
RawData
Positive
Dd2Dd2crtG353V-07282018-1.mzML
RawData
Positive
Dd2Dd2crtG353V-07282018-2.mzML
RawData
Positive
Dd2Dd2crtG353V-07282018-3.mzML
RawData
Positive
Dd2Dd2crtG353V-08022018-1.mzML
RawData
Positive
Dd2Dd2crtG353V-08022018-2.mzML
RawData
Positive
Dd2Dd2crtG353V-08022018-3.mzML
RawData
Positive
Dd2Dd2crtM343L-10092018-1.mzML
RawData
Positive
Dd2Dd2crtM343L-10092018-2.mzML
RawData
Positive
Dd2Dd2crtM343L-10092018-3.mzML
RawData
Positive
Dd2Dd2crtM343L-10132018-1.mzML
RawData
Positive
Dd2Dd2crtM343L-10132018-2.mzML
RawData
Positive
Dd2Dd2crtM343L-10132018-3.mzML
RawData
Positive
Dd2Dd2crtM343L-10152018-1.mzML
RawData
Positive
Dd2Dd2crtM343L-10152018-2.mzML
RawData
Positive
Dd2Dd2crtM343L-10152018-3.mzML
RawData
Positive
Dd2GC03crt-10242018-1.mzML
RawData
Positive
Dd2GC03crt-10242018-2.mzML
RawData
Positive
Dd2GC03crt-10242018-3.mzML
RawData
Positive
Dd2GC03crt-10292018-1.mzML
RawData
Positive
Dd2GC03crt-10292018-2.mzML
RawData
Positive
Dd2GC03crt-10292018-3.mzML
RawData
Positive
Dd2GC03crt-10312018-1.mzML
RawData
Positive
Dd2GC03crt-10312018-2.mzML
RawData
Positive
Dd2GC03crt-10312018-3.mzML
RawData
Positive
RF12-11132018-1.mzML
RawData
Positive
RF12-11132018-2.mzML
RawData
Positive
RF12-11132018-3.mzML
RawData
Positive
RF12-11152018-1.mzML
RawData
Positive
RF12-11152018-2.mzML
RawData
Positive
RF12-11152018-3.mzML
RawData
Positive
RF12-11172018-1.mzML
RawData
Positive
RF12-11172018-2.mzML
RawData
Positive
RF12-11172018-3.mzML
RawData
Positive
RF7-07232018-1.mzML
RawData
Positive
RF7-07232018-2.mzML
RawData
Positive
RF7-07232018-3.mzML
RawData
Positive
RF7-07312018-1.mzML
RawData
Positive
RF7-07312018-2.mzML
RawData
Positive
RF7-07312018-3.mzML
RawData
Positive
RF7-09102018-1.mzML
RawData
Positive
RF7-09102018-2.mzML
RawData
Positive
RF7-09102018-3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 144 rows!
Extracted information for 144 samples.
Processing  ST001873
Initiating REDU-table generation for AN003035
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
ST001873data
Blank-15V.wiff
ST001873data
Blank-30V.wiff
ST001873data
Blank-45V.wiff
ST001873data
Blood-15V.wiff
ST001873data
Blood-30V.wiff
ST001873data
Blood-45V.wiff
ST001873data
HepG2-15V.wiff
ST001873data
HepG2-30V.wiff
ST001873data
HepG2-45V.wiff
ST001873data
Urine-15V.wiff
ST001873data
Urine-30V.wiff
ST001873data
Urine-45V.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST003343
No raw data detected. Ignoring ST003343
Processing  ST000278
No raw data detected. Ignoring ST000278
Processing  ST003135
Initiating REDU-table generation for AN005145
Rest length is 136
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005146
Rest length is 136
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005147
Rest length is 136
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005148
Rest length is 136
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
A2_Eff_Lipids_Neg_r1.mzML
A2_Eff_Lipids_Neg_r2.mzML
A2_Eff_Lipids_Pos_r1.mzML
A2_Eff_Lipids_Pos_r2.mzML
A2_Eff_Polar_Neg_r1.mzML
A2_Eff_Polar_Neg_r2.mzML
A2_Eff_Polar_Pos_r1.mzML
A2_Eff_Polar_Pos_r2.mzML
A2_Reg_Lipids_Neg_r1.mzML
A2_Reg_Lipids_Neg_r2.mzML
A2_Reg_Lipids_Pos_r1.mzML
A2_Reg_Lipids_Pos_r2.mzML
A2_Reg_Polar_Neg_r1.mzML
A2_Reg_Polar_Neg_r2.mzML
A2_Reg_Polar_Pos_r1.mzML
A2_Reg_Polar_Pos_r2.mzML
A4_Eff_Lipids_Neg_r1.mzML
A4_Eff_Lipids_Neg_r2.mzML
A4_Eff_Lipids_Pos_r1.mzML
A4_Eff_Lipids_Pos_r2.mzML
A4_Eff_Polar_Neg_r1.mzML
A4_Eff_Polar_Neg_r2.mzML
A4_Eff_Polar_Pos_r1.mzML
A4_Eff_Polar_Pos_r2.mzML
A4_Reg_Lipids_Neg_r1.mzML
A4_Reg_Lipids_Neg_r2.mzML
A4_Reg_Lipids_Pos_r1.mzML
A4_Reg_Lipids_Pos_r2.mzML
A4_Reg_Polar_Neg_r1.mzML
A4_Reg_Polar_Neg_r2.mzML
A4_Reg_Polar_Pos_r1.mzML
A4_Reg_Polar_Pos_r2.mzML
A5_Eff_Lipids_Neg_r1.mzML
A5_Eff_Lipids_Neg_r2.mzML
A5_Eff_Lipids_Pos_r1.mzML
A5_Eff_Lipids_Pos_r2.mzML
A5_Eff_Polar_Neg_r1.mzML
A5_Eff_Polar_Neg_r2.mzML
A5_Eff_Polar_Pos_r1.mzML
A5_Eff_Polar_Pos_r2.mzML
A5_Reg_Lipids_Neg_r1.mzML
A5_Reg_Lipids_Neg_r2.mzML
A5_Reg_Lipids_Pos_r1.mzML
A5_Reg_Lipids_Pos_r2.mzML
A5_Reg_Polar_Neg_r1.mzML
A5_Reg_Polar_Neg_r2.mzML
A5_Reg_Polar_Pos_r1.mzML
A5_Reg_Polar_Pos_r2.mzML
A6_Eff_Lipids_Neg_r1.mzML
A6_Eff_Lipids_Neg_r2.mzML
A6_Eff_Lipids_Pos_r1.mzML
A6_Eff_Lipids_Pos_r2.mzML
A6_Eff_Polar_Neg_r1.mzML
A6_Eff_Polar_Neg_r2.mzML
A6_Eff_Polar_Pos_r1.mzML
A6_Eff_Polar_Pos_r2.mzML
A6_Reg_Lipids_Neg_r1.mzML
A6_Reg_Lipids_Neg_r2.mzML
A6_Reg_Lipids_Pos_r1.mzML
A6_Reg_Lipids_Pos_r2.mzML
A6_Reg_Polar_Neg_r1.mzML
A6_Reg_Polar_Neg_r2.mzML
A6_Reg_Polar_Pos_r1.mzML
A6_Reg_Polar_Pos_r2.mzML
A7_Eff_Lipids_Neg_r1.mzML
A7_Eff_Lipids_Neg_r2.mzML
A7_Eff_Lipids_Pos_r1.mzML
A7_Eff_Lipids_Pos_r2.mzML
A7_Eff_Polar_Neg_r1.mzML
A7_Eff_Polar_Neg_r2.mzML
A7_Eff_Polar_Pos_r1.mzML
A7_Eff_Polar_Pos_r2.mzML
A7_Reg_Lipids_Neg_r1.mzML
A7_Reg_Lipids_Neg_r2.mzML
A7_Reg_Lipids_Pos_r1.mzML
A7_Reg_Lipids_Pos_r2.mzML
A7_Reg_Polar_Neg_r1.mzML
A7_Reg_Polar_Neg_r2.mzML
A7_Reg_Polar_Pos_r1.mzML
A7_Reg_Polar_Pos_r2.mzML
A8_Eff_Lipids_Neg_r1.mzML
A8_Eff_Lipids_Neg_r2.mzML
A8_Eff_Lipids_Pos_r1.mzML
A8_Eff_Lipids_Pos_r2.mzML
A8_Eff_Polar_Neg_r1.mzML
A8_Eff_Polar_Neg_r2.mzML
A8_Eff_Polar_Pos_r1.mzML
A8_Eff_Polar_Pos_r2.mzML
A8_Reg_Lipids_Neg_r1.mzML
A8_Reg_Lipids_Neg_r2.mzML
A8_Reg_Lipids_Pos_r1.mzML
A8_Reg_Lipids_Pos_r2.mzML
A8_Reg_Polar_Neg_r1.mzML
A8_Reg_Polar_Neg_r2.mzML
A8_Reg_Polar_Pos_r1.mzML
A8_Reg_Polar_Pos_r2.mzML
B2_Eff_Lipids_Neg_r1.mzML
B2_Eff_Lipids_Neg_r2.mzML
B2_Eff_Lipids_Pos_r1.mzML
B2_Eff_Lipids_Pos_r2.mzML
B2_Eff_Polar_Neg_r1.mzML
B2_Eff_Polar_Neg_r2.mzML
B2_Eff_Polar_Pos_r1.mzML
B2_Eff_Polar_Pos_r2.mzML
B2_Reg_Lipids_Neg_r1.mzML
B2_Reg_Lipids_Neg_r2.mzML
B2_Reg_Lipids_Pos_r1.mzML
B2_Reg_Lipids_Pos_r2.mzML
B2_Reg_Polar_Neg_r1.mzML
B2_Reg_Polar_Neg_r2.mzML
B2_Reg_Polar_Pos_r1.mzML
B2_Reg_Polar_Pos_r2.mzML
B3_Eff_Lipids_Neg_r1.mzML
B3_Eff_Lipids_Neg_r2.mzML
B3_Eff_Lipids_Pos_r1.mzML
B3_Eff_Lipids_Pos_r2.mzML
B3_Eff_Polar_Neg_r1.mzML
B3_Eff_Polar_Neg_r2.mzML
B3_Eff_Polar_Pos_r1.mzML
B3_Eff_Polar_Pos_r2.mzML
B3_Reg_Lipids_Neg_r1.mzML
B3_Reg_Lipids_Neg_r2.mzML
B3_Reg_Lipids_Pos_r1.mzML
B3_Reg_Lipids_Pos_r2.mzML
B3_Reg_Polar_Neg_r1.mzML
B3_Reg_Polar_Neg_r2.mzML
B3_Reg_Polar_Pos_r1.mzML
B3_Reg_Polar_Pos_r2.mzML
B4_Eff_Lipids_Neg_r1.mzML
B4_Eff_Lipids_Neg_r2.mzML
B4_Eff_Lipids_Pos_r1.mzML
B4_Eff_Lipids_Pos_r2.mzML
B4_Eff_Polar_Neg_r1.mzML
B4_Eff_Polar_Neg_r2.mzML
B4_Eff_Polar_Pos_r1.mzML
B4_Eff_Polar_Pos_r2.mzML
B4_Reg_Lipids_Neg_r1.mzML
B4_Reg_Lipids_Neg_r2.mzML
B4_Reg_Lipids_Pos_r1.mzML
B4_Reg_Lipids_Pos_r2.mzML
B4_Reg_Polar_Neg_r1.mzML
B4_Reg_Polar_Neg_r2.mzML
B4_Reg_Polar_Pos_r1.mzML
B4_Reg_Polar_Pos_r2.mzML
Blank_Eff_Lipids_Neg_r1.mzML
Blank_Eff_Lipids_Neg_r2.mzML
Blank_Eff_Lipids_Neg_r3.mzML
Blank_Eff_Lipids_Pos_r1.mzML
Blank_Eff_Lipids_Pos_r2.mzML
Blank_Eff_Lipids_Pos_r3.mzML
Blank_Eff_Polar_Neg_r1.mzML
Blank_Eff_Polar_Neg_r2.mzML
Blank_Eff_Polar_Neg_r3.mzML
Blank_Eff_Polar_Pos_r1.mzML
Blank_Eff_Polar_Pos_r2.mzML
Blank_Eff_Polar_Pos_r3.mzML
Blank_Reg_Lipids_Neg_r1.mzML
Blank_Reg_Lipids_Neg_r2.mzML
Blank_Reg_Lipids_Neg_r3.mzML
Blank_Reg_Lipids_Pos_r1.mzML
Blank_Reg_Lipids_Pos_r2.mzML
Blank_Reg_Lipids_Pos_r3.mzML
Blank_Reg_Polar_Neg_r1.mzML
Blank_Reg_Polar_Neg_r2.mzML
Blank_Reg_Polar_Neg_r3.mzML
Blank_Reg_Polar_Pos_r1.mzML
Blank_Reg_Polar_Pos_r2.mzML
Blank_Reg_Polar_Pos_r3.mzML
C10_Eff_Lipids_Neg_r1.mzML
C10_Eff_Lipids_Neg_r2.mzML
C10_Eff_Lipids_Pos_r1.mzML
C10_Eff_Lipids_Pos_r2.mzML
C10_Eff_Polar_Neg_r1.mzML
C10_Eff_Polar_Neg_r2.mzML
C10_Eff_Polar_Pos_r1.mzML
C10_Eff_Polar_Pos_r2.mzML
C10_Reg_Lipids_Neg_r1.mzML
C10_Reg_Lipids_Neg_r2.mzML
C10_Reg_Lipids_Pos_r1.mzML
C10_Reg_Lipids_Pos_r2.mzML
C10_Reg_Polar_Neg_r1.mzML
C10_Reg_Polar_Neg_r2.mzML
C10_Reg_Polar_Pos_r1.mzML
C10_Reg_Polar_Pos_r2.mzML
C11_Eff_Lipids_Neg_r1.mzML
C11_Eff_Lipids_Neg_r2.mzML
C11_Eff_Lipids_Pos_r1.mzML
C11_Eff_Lipids_Pos_r2.mzML
C11_Eff_Polar_Neg_r1.mzML
C11_Eff_Polar_Neg_r2.mzML
C11_Eff_Polar_Pos_r1.mzML
C11_Eff_Polar_Pos_r2.mzML
C11_Reg_Lipids_Neg_r1.mzML
C11_Reg_Lipids_Neg_r2.mzML
C11_Reg_Lipids_Pos_r1.mzML
C11_Reg_Lipids_Pos_r2.mzML
C11_Reg_Polar_Neg_r1.mzML
C11_Reg_Polar_Neg_r2.mzML
C11_Reg_Polar_Pos_r1.mzML
C11_Reg_Polar_Pos_r2.mzML
C12_Eff_Lipids_Neg_r1.mzML
C12_Eff_Lipids_Neg_r2.mzML
C12_Eff_Lipids_Pos_r1.mzML
C12_Eff_Lipids_Pos_r2.mzML
C12_Eff_Polar_Neg_r1.mzML
C12_Eff_Polar_Neg_r2.mzML
C12_Eff_Polar_Pos_r1.mzML
C12_Eff_Polar_Pos_r2.mzML
C12_Reg_Lipids_Neg_r1.mzML
C12_Reg_Lipids_Neg_r2.mzML
C12_Reg_Lipids_Pos_r1.mzML
C12_Reg_Lipids_Pos_r2.mzML
C12_Reg_Polar_Neg_r1.mzML
C12_Reg_Polar_Neg_r2.mzML
C12_Reg_Polar_Pos_r1.mzML
C12_Reg_Polar_Pos_r2.mzML
C13_Eff_Lipids_Neg_r1.mzML
C13_Eff_Lipids_Neg_r2.mzML
C13_Eff_Lipids_Pos_r1.mzML
C13_Eff_Lipids_Pos_r2.mzML
C13_Eff_Polar_Neg_r1.mzML
C13_Eff_Polar_Neg_r2.mzML
C13_Eff_Polar_Pos_r1.mzML
C13_Eff_Polar_Pos_r2.mzML
C13_Reg_Lipids_Neg_r1.mzML
C13_Reg_Lipids_Neg_r2.mzML
C13_Reg_Lipids_Pos_r1.mzML
C13_Reg_Lipids_Pos_r2.mzML
C13_Reg_Polar_Neg_r1.mzML
C13_Reg_Polar_Neg_r2.mzML
C13_Reg_Polar_Pos_r1.mzML
C13_Reg_Polar_Pos_r2.mzML
C1_Eff_Lipids_Neg_r1.mzML
C1_Eff_Lipids_Neg_r2.mzML
C1_Eff_Lipids_Pos_r1.mzML
C1_Eff_Lipids_Pos_r2.mzML
C1_Eff_Polar_Neg_r1.mzML
C1_Eff_Polar_Neg_r2.mzML
C1_Eff_Polar_Pos_r1.mzML
C1_Eff_Polar_Pos_r2.mzML
C1_Reg_Lipids_Neg_r1.mzML
C1_Reg_Lipids_Neg_r2.mzML
C1_Reg_Lipids_Pos_r1.mzML
C1_Reg_Lipids_Pos_r2.mzML
C1_Reg_Polar_Neg_r1.mzML
C1_Reg_Polar_Neg_r2.mzML
C1_Reg_Polar_Pos_r1.mzML
C1_Reg_Polar_Pos_r2.mzML
C2_Eff_Lipids_Neg_r1.mzML
C2_Eff_Lipids_Neg_r2.mzML
C2_Eff_Lipids_Pos_r1.mzML
C2_Eff_Lipids_Pos_r2.mzML
C2_Eff_Polar_Neg_r1.mzML
C2_Eff_Polar_Neg_r2.mzML
C2_Eff_Polar_Pos_r1.mzML
C2_Eff_Polar_Pos_r2.mzML
C2_Reg_Lipids_Neg_r1.mzML
C2_Reg_Lipids_Neg_r2.mzML
C2_Reg_Lipids_Pos_r1.mzML
C2_Reg_Lipids_Pos_r2.mzML
C2_Reg_Polar_Neg_r1.mzML
C2_Reg_Polar_Neg_r2.mzML
C2_Reg_Polar_Pos_r1.mzML
C2_Reg_Polar_Pos_r2.mzML
C6_Eff_Lipids_Neg_r1.mzML
C6_Eff_Lipids_Neg_r2.mzML
C6_Eff_Lipids_Pos_r1.mzML
C6_Eff_Lipids_Pos_r2.mzML
C6_Eff_Polar_Neg_r1.mzML
C6_Eff_Polar_Neg_r2.mzML
C6_Eff_Polar_Pos_r1.mzML
C6_Eff_Polar_Pos_r2.mzML
C6_Reg_Lipids_Neg_r1.mzML
C6_Reg_Lipids_Neg_r2.mzML
C6_Reg_Lipids_Pos_r1.mzML
C6_Reg_Lipids_Pos_r2.mzML
C6_Reg_Polar_Neg_r1.mzML
C6_Reg_Polar_Neg_r2.mzML
C6_Reg_Polar_Pos_r1.mzML
C6_Reg_Polar_Pos_r2.mzML
C7_Eff_Lipids_Neg_r1.mzML
C7_Eff_Lipids_Neg_r2.mzML
C7_Eff_Lipids_Pos_r1.mzML
C7_Eff_Lipids_Pos_r2.mzML
C7_Eff_Polar_Neg_r1.mzML
C7_Eff_Polar_Neg_r2.mzML
C7_Eff_Polar_Pos_r1.mzML
C7_Eff_Polar_Pos_r2.mzML
C7_Reg_Lipids_Neg_r1.mzML
C7_Reg_Lipids_Neg_r2.mzML
C7_Reg_Lipids_Pos_r1.mzML
C7_Reg_Lipids_Pos_r2.mzML
C7_Reg_Polar_Neg_r1.mzML
C7_Reg_Polar_Neg_r2.mzML
C7_Reg_Polar_Pos_r1.mzML
C7_Reg_Polar_Pos_r2.mzML
C8_Eff_Lipids_Neg_r1.mzML
C8_Eff_Lipids_Neg_r2.mzML
C8_Eff_Lipids_Pos_r1.mzML
C8_Eff_Lipids_Pos_r2.mzML
C8_Eff_Polar_Neg_r1.mzML
C8_Eff_Polar_Neg_r2.mzML
C8_Eff_Polar_Pos_r1.mzML
C8_Eff_Polar_Pos_r2.mzML
C8_Reg_Lipids_Neg_r1.mzML
C8_Reg_Lipids_Neg_r2.mzML
C8_Reg_Lipids_Pos_r1.mzML
C8_Reg_Lipids_Pos_r2.mzML
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C8_Reg_Polar_Neg_r2.mzML
C8_Reg_Polar_Pos_r1.mzML
C8_Reg_Polar_Pos_r2.mzML
C9_Eff_Lipids_Neg_r1.mzML
C9_Eff_Lipids_Neg_r2.mzML
C9_Eff_Lipids_Pos_r1.mzML
C9_Eff_Lipids_Pos_r2.mzML
C9_Eff_Polar_Neg_r1.mzML
C9_Eff_Polar_Neg_r2.mzML
C9_Eff_Polar_Pos_r1.mzML
C9_Eff_Polar_Pos_r2.mzML
C9_Reg_Lipids_Neg_r1.mzML
C9_Reg_Lipids_Neg_r2.mzML
C9_Reg_Lipids_Pos_r1.mzML
C9_Reg_Lipids_Pos_r2.mzML
C9_Reg_Polar_Neg_r1.mzML
C9_Reg_Polar_Neg_r2.mzML
C9_Reg_Polar_Pos_r1.mzML
C9_Reg_Polar_Pos_r2.mzML
Curve_100_Eff_Lipids_Neg_r1.mzML
Curve_100_Eff_Lipids_Neg_r2.mzML
Curve_100_Eff_Lipids_Neg_r3.mzML
Curve_100_Eff_Lipids_Pos_r1.mzML
Curve_100_Eff_Lipids_Pos_r2.mzML
Curve_100_Eff_Lipids_Pos_r3.mzML
Curve_100_Eff_Polar_Neg_r1.mzML
Curve_100_Eff_Polar_Neg_r2.mzML
Curve_100_Eff_Polar_Neg_r3.mzML
Curve_100_Eff_Polar_Pos_r1.mzML
Curve_100_Eff_Polar_Pos_r2.mzML
Curve_100_Eff_Polar_Pos_r3.mzML
Curve_100_Reg_Lipids_Neg_r1.mzML
Curve_100_Reg_Lipids_Neg_r2.mzML
Curve_100_Reg_Lipids_Neg_r3.mzML
Curve_100_Reg_Lipids_Pos_r1.mzML
Curve_100_Reg_Lipids_Pos_r2.mzML
Curve_100_Reg_Lipids_Pos_r3.mzML
Curve_100_Reg_Polar_Neg_r1.mzML
Curve_100_Reg_Polar_Neg_r2.mzML
Curve_100_Reg_Polar_Neg_r3.mzML
Curve_100_Reg_Polar_Pos_r1.mzML
Curve_100_Reg_Polar_Pos_r2.mzML
Curve_100_Reg_Polar_Pos_r3.mzML
Curve_10_Reg_Lipids_Neg_r1.mzML
Curve_10_Reg_Lipids_Neg_r2.mzML
Curve_10_Reg_Lipids_Neg_r3.mzML
Curve_10_Reg_Lipids_Pos_r1.mzML
Curve_10_Reg_Lipids_Pos_r2.mzML
Curve_10_Reg_Lipids_Pos_r3.mzML
Curve_10_Reg_Polar_Neg_r1.mzML
Curve_10_Reg_Polar_Neg_r2.mzML
Curve_10_Reg_Polar_Neg_r3.mzML
Curve_10_Reg_Polar_Pos_r1.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 155/3150 [10:32<2:03:44,  2.48s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▍         | 156/3150 [10:34<2:05:50,  2.52s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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Curve_10_Reg_Polar_Pos_r2.mzML
Curve_10_Reg_Polar_Pos_r3.mzML
Curve_1500_Eff_Lipids_Neg_r1.mzML
Curve_1500_Eff_Lipids_Neg_r2.mzML
Curve_1500_Eff_Lipids_Neg_r3.mzML
Curve_1500_Eff_Lipids_Pos_r1.mzML
Curve_1500_Eff_Lipids_Pos_r2.mzML
Curve_1500_Eff_Lipids_Pos_r3.mzML
Curve_1500_Eff_Polar_Neg_r1.mzML
Curve_1500_Eff_Polar_Neg_r2.mzML
Curve_1500_Eff_Polar_Neg_r3.mzML
Curve_1500_Eff_Polar_Pos_r1.mzML
Curve_1500_Eff_Polar_Pos_r2.mzML
Curve_1500_Eff_Polar_Pos_r3.mzML
Curve_250_Eff_Lipids_Neg_r1.mzML
Curve_250_Eff_Lipids_Neg_r2.mzML
Curve_250_Eff_Lipids_Neg_r3.mzML
Curve_250_Eff_Lipids_Pos_r1.mzML
Curve_250_Eff_Lipids_Pos_r2.mzML
Curve_250_Eff_Lipids_Pos_r3.mzML
Curve_250_Eff_Polar_Neg_r1.mzML
Curve_250_Eff_Polar_Neg_r2.mzML
Curve_250_Eff_Polar_Neg_r3.mzML
Curve_250_Eff_Polar_Pos_r1.mzML
Curve_250_Eff_Polar_Pos_r2.mzML
Curve_250_Eff_Polar_Pos_r3.mzML
Curve_25_Reg_Lipids_Neg_r1.mzML
Curve_25_Reg_Lipids_Neg_r2.mzML
Curve_25_Reg_Lipids_Neg_r3.mzML
Curve_25_Reg_Lipids_Pos_r1.mzML
Curve_25_Reg_Lipids_Pos_r2.mzML
Curve_25_Reg_Lipids_Pos_r3.mzML
Curve_25_Reg_Polar_Neg_r1.mzML
Curve_25_Reg_Polar_Neg_r2.mzML
Curve_25_Reg_Polar_Neg_r3.mzML
Curve_25_Reg_Polar_Pos_r1.mzML
Curve_25_Reg_Polar_Pos_r2.mzML
Curve_25_Reg_Polar_Pos_r3.mzML
Curve_500_Eff_Lipids_Neg_r1.mzML
Curve_500_Eff_Lipids_Neg_r2.mzML
Curve_500_Eff_Lipids_Neg_r3.mzML
Curve_500_Eff_Lipids_Pos_r1.mzML
Curve_500_Eff_Lipids_Pos_r2.mzML
Curve_500_Eff_Lipids_Pos_r3.mzML
Curve_500_Eff_Polar_Neg_r1.mzML
Curve_500_Eff_Polar_Neg_r2.mzML
Curve_500_Eff_Polar_Neg_r3.mzML
Curve_500_Eff_Polar_Pos_r1.mzML
Curve_500_Eff_Polar_Pos_r2.mzML
Curve_500_Eff_Polar_Pos_r3.mzML
Curve_50_Reg_Lipids_Neg_r1.mzML
Curve_50_Reg_Lipids_Neg_r2.mzML
Curve_50_Reg_Lipids_Neg_r3.mzML
Curve_50_Reg_Lipids_Pos_r1.mzML
Curve_50_Reg_Lipids_Pos_r2.mzML
Curve_50_Reg_Lipids_Pos_r3.mzML
Curve_50_Reg_Polar_Neg_r1.mzML
Curve_50_Reg_Polar_Neg_r2.mzML
Curve_50_Reg_Polar_Neg_r3.mzML
Curve_50_Reg_Polar_Pos_r1.mzML
Curve_50_Reg_Polar_Pos_r2.mzML
Curve_50_Reg_Polar_Pos_r3.mzML
QC10_Reg_Lipids_Neg.mzML
QC10_Reg_Lipids_Pos.mzML
QC10_Reg_Polar_Neg.mzML
QC10_Reg_Polar_Pos.mzML
QC12_Eff_Lipids_Neg.mzML
QC12_Eff_Lipids_Pos.mzML
QC12_Eff_Polar_Neg.mzML
QC12_Eff_Polar_Pos.mzML
QC13_Eff_Lipids_Neg.mzML
QC13_Eff_Lipids_Pos.mzML
QC13_Eff_Polar_Neg.mzML
QC13_Eff_Polar_Pos.mzML
QC14_Eff_Lipids_Neg.mzML
QC14_Eff_Lipids_Pos.mzML
QC14_Eff_Polar_Neg.mzML
QC14_Eff_Polar_Pos.mzML
QC15_Eff_Lipids_Neg.mzML
QC15_Eff_Lipids_Pos.mzML
QC15_Eff_Polar_Neg.mzML
QC15_Eff_Polar_Pos.mzML
QC16_Eff_Lipids_Neg.mzML
QC16_Eff_Lipids_Pos.mzML
QC16_Eff_Polar_Neg.mzML
QC16_Eff_Polar_Pos.mzML
QC17_Eff_Lipids_Neg.mzML
QC17_Eff_Lipids_Pos.mzML
QC17_Eff_Polar_Neg.mzML
QC17_Eff_Polar_Pos.mzML
QC18_Eff_Lipids_Neg.mzML
QC18_Eff_Lipids_Pos.mzML
QC18_Eff_Polar_Neg.mzML
QC18_Eff_Polar_Pos.mzML
QC19_Eff_Lipids_Neg.mzML
QC19_Eff_Lipids_Pos.mzML
QC19_Eff_Polar_Neg.mzML
QC19_Eff_Polar_Pos.mzML
QC1_Reg_Lipids_Neg.mzML
QC1_Reg_Lipids_Pos.mzML
QC1_Reg_Polar_Neg.mzML
QC1_Reg_Polar_Pos.mzML
QC20_Eff_Lipids_Neg.mzML
QC20_Eff_Lipids_Pos.mzML
QC20_Eff_Polar_Neg.mzML
QC20_Eff_Polar_Pos.mzML
QC21_Eff_Lipids_Neg.mzML
QC21_Eff_Lipids_Pos.mzML
QC21_Eff_Polar_Neg.mzML
QC21_Eff_Polar_Pos.mzML
QC2_Reg_Lipids_Neg.mzML
QC2_Reg_Lipids_Pos.mzML
QC2_Reg_Polar_Neg.mzML
QC2_Reg_Polar_Pos.mzML
QC3_Reg_Lipids_Neg.mzML
QC3_Reg_Lipids_Pos.mzML
QC3_Reg_Polar_Neg.mzML
QC3_Reg_Polar_Pos.mzML
QC4_Reg_Lipids_Neg.mzML
QC4_Reg_Lipids_Pos.mzML
QC4_Reg_Polar_Neg.mzML
QC4_Reg_Polar_Pos.mzML
QC5_Reg_Lipids_Neg.mzML
QC5_Reg_Lipids_Pos.mzML
QC5_Reg_Polar_Neg.mzML
QC5_Reg_Polar_Pos.mzML
QC6_Reg_Lipids_Neg.mzML
QC6_Reg_Lipids_Pos.mzML
QC6_Reg_Polar_Neg.mzML
QC6_Reg_Polar_Pos.mzML
QC7_Reg_Lipids_Neg.mzML
QC7_Reg_Lipids_Pos.mzML
QC7_Reg_Polar_Neg.mzML
QC7_Reg_Polar_Pos.mzML
QC8_Reg_Lipids_Neg.mzML
QC8_Reg_Lipids_Pos.mzML
QC8_Reg_Polar_Neg.mzML
QC8_Reg_Polar_Pos.mzML
QC9_Reg_Lipids_Neg.mzML
QC9_Reg_Lipids_Pos.mzML
QC9_Reg_Polar_Neg.mzML
QC9_Reg_Polar_Pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 504 rows!
Extracted information for 504 samples.
Processing  ST000972
Initiating REDU-table generation for AN001592
Rest length is 18
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN001593
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
QC_Serum_2DGCMS
S1_2.cdf
QC_Serum_2DGCMS
S1_3.cdf
QC_Serum_2DGCMS
S2_1.cdf
QC_Serum_2DGCMS
S2_2.cdf
QC_Serum_2DGCMS
S2_3.cdf
QC_Serum_2DGCMS
S3_1.cdf
QC_Serum_2DGCMS
S3_2.cdf
QC_Serum_2DGCMS
S3_3.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST000083
Initiating REDU-table generation for AN000135
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_001.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_002.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_003.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_004.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_005.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_006.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_007.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_008.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_009.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_010.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_011.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_012.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_013.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_014.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_015.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_016.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_017.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_018.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_019.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_020.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_021.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_022.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_023.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_024.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_025.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_026.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_027.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_028.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_029.CDF
ST000083
SalmonellaData
Processed Data
SBEP_Microbiome_030.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST003472
Initiating REDU-table generation for AN005707
Rest length is 143
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw MS Files .mzml
MP22-029_01-014_S_E01-V006_V26.mzML
Raw MS Files .mzml
MP22-029_01-015_S_E01-V007_V45.mzML
Raw MS Files .mzml
MP22-029_01-016_S_E01-V008_V29.mzML
Raw MS Files .mzml
MP22-029_01-019_S_E01-V011_V48.mzML
Raw MS Files .mzml
MP22-029_01-020_S_E01-V012_V15.mzML
Raw MS Files .mzml
MP22-029_01-022_S_E01-V013_V39.mzML
Raw MS Files .mzml
MP22-029_01-023_S_E01-V014_V35.mzML
Raw MS Files .mzml
MP22-029_01-024_S_E01-V015_V36.mzML
Raw MS Files .mzml
MP22-029_01-028_S_E01-V019_V7.mzML
Raw MS Files .mzml
MP22-029_01-029_S_E01-V020_V12.mzML
Raw MS Files .mzml
MP22-029_01-030_S_E01-V021_V43.mzML
Raw MS Files .mzml
MP22-029_01-032_S_E01-V023_V17.mzML
Raw MS Files .mzml
MP22-029_01-035_S_E01-V026_V9.mzML
Raw MS Files .mzml
MP22-029_01-043_S_E01-V033_V28.mzML
Raw MS Files .mzml
MP22-029_01-044_S_E01-V034_V27.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▌         | 158/3150 [10:40<2:13:21,  2.67s/it]
  5%|▌         | 162/3150 [10:40<58:36,  1.18s/it]  
Raw MS Files .mzml
MP22-029_01-045_S_E01-V035_V4.mzML
Raw MS Files .mzml
MP22-029_01-046_S_E01-V036_V37.mzML
Raw MS Files .mzml
MP22-029_01-047_S_E01-V037_V20.mzML
Raw MS Files .mzml
MP22-029_01-048_S_E01-V038_V25.mzML
Raw MS Files .mzml
MP22-029_01-049_S_E01-V039_V21.mzML
Raw MS Files .mzml
MP22-029_01-050_S_E01-V040_V33.mzML
Raw MS Files .mzml
MP22-029_01-055_S_E01-V044_V18.mzML
Raw MS Files .mzml
MP22-029_01-056_S_E01-V045_V52.mzML
Raw MS Files .mzml
MP22-029_01-057_S_E01-V046_V47.mzML
Raw MS Files .mzml
MP22-029_01-058_S_E01-V047_V16.mzML
Raw MS Files .mzml
MP22-029_01-059_S_E01-V048_V34.mzML
Raw MS Files .mzml
MP22-029_01-061_S_E01-V050_V55.mzML
Raw MS Files .mzml
MP22-029_01-062_S_E01-V051_V5.mzML
Raw MS Files .mzml
MP22-029_01-070_S_E01-V058_V46.mzML
Raw MS Files .mzml
MP22-029_01-073_S_E01-V061_V44.mzML
Raw MS Files .mzml
MP22-029_01-076_S_E01-V064_V54.mzML
Raw MS Files .mzml
MP22-029_01-080_S_E01-V068_V8.mzML
Raw MS Files .mzml
MP22-029_01-082_S_E01-V070_V6.mzML
Raw MS Files .mzml
MP22-029_01-083_S_E01-V071_V53.mzML
Raw MS Files .mzml
MP22-030_01-007_S_E01-V005_P9.mzML
Raw MS Files .mzml
MP22-030_01-008_S_E01-V006_P29.mzML
Raw MS Files .mzml
MP22-030_01-009_S_E01-V007_P44.mzML
Raw MS Files .mzml
MP22-030_01-010_S_E01-V008_P25.mzML
Raw MS Files .mzml
MP22-030_01-011_S_E01-V009_P5.mzML
Raw MS Files .mzml
MP22-030_01-012_S_E01-V010_P17.mzML
Raw MS Files .mzml
MP22-030_01-013_S_E01-V011_P47.mzML
Raw MS Files .mzml
MP22-030_01-014_S_E01-V012_P12.mzML
Raw MS Files .mzml
MP22-030_01-019_S_E01-V016_P4.mzML
Raw MS Files .mzml
MP22-030_01-020_S_E01-V017_P7.mzML
Raw MS Files .mzml
MP22-030_01-021_S_E01-V018_P37.mzML
Raw MS Files .mzml
MP22-030_01-024_S_E01-V021_P48.mzML
Raw MS Files .mzml
MP22-030_01-026_S_E01-V023_P6.mzML
Raw MS Files .mzml
MP22-030_01-027_S_E01-V024_P15.mzML
Raw MS Files .mzml
MP22-030_01-028_S_E01-V025_P33.mzML
Raw MS Files .mzml
MP22-030_01-032_S_E01-V028_P35.mzML
Raw MS Files .mzml
MP22-030_01-035_S_E01-V031_P52.mzML
Raw MS Files .mzml
MP22-030_01-036_S_E01-V032_P54.mzML
Raw MS Files .mzml
MP22-030_01-037_S_E01-V033_P46.mzML
Raw MS Files .mzml
MP22-030_01-039_S_E01-V035_P13.mzML
Raw MS Files .mzml
MP22-030_01-041_S_E01-V037_P36.mzML
Raw MS Files .mzml
MP22-030_01-043_S_E01-V039_P27.mzML
Raw MS Files .mzml
MP22-030_01-045_S_E01-V041_P8.mzML
Raw MS Files .mzml
MP22-030_01-046_S_E01-V042_P20.mzML
Raw MS Files .mzml
MP22-030_01-052_S_E01-V047_P16.mzML
Raw MS Files .mzml
MP22-030_01-053_S_E01-V048_P18.mzML
Raw MS Files .mzml
MP22-030_01-057_S_E01-V052_P55.mzML
Raw MS Files .mzml
MP22-030_01-060_S_E01-V055_P21.mzML
Raw MS Files .mzml
MP22-030_01-061_S_E01-V056_P34.mzML
Raw MS Files .mzml
MP22-030_01-062_S_E01-V057_P45.mzML
Raw MS Files .mzml
MP22-030_01-064_S_E01-V058_P28.mzML
Raw MS Files .mzml
MP22-030_01-066_S_E01-V060_P43.mzML
Raw MS Files .mzml
MP22-030_01-068_S_E01-V062_P53.mzML
Raw MS Files .mzml
MP22-030_01-070_S_E01-V064_P26.mzML
Raw MS Files .mzml
MP23-026_01-014_S_E01-V005_V2.mzML
Raw MS Files .mzml
MP23-026_01-015_S_E01-V006_V36.mzML
Raw MS Files .mzml
MP23-026_01-016_S_E01-V007_V19.mzML
Raw MS Files .mzml
MP23-026_01-017_S_E01-V008_V7.mzML
Raw MS Files .mzml
MP23-026_01-018_S_E01-V009_V31.mzML
Raw MS Files .mzml
MP23-026_01-019_S_E01-V010_V34.mzML
Raw MS Files .mzml
MP23-026_01-020_S_E01-V011_V14.mzML
Raw MS Files .mzml
MP23-026_01-021_S_E01-V012_V32.mzML
Raw MS Files .mzml
MP23-026_01-023_S_E01-V013_V24.mzML
Raw MS Files .mzml
MP23-026_01-024_S_E01-V014_V37.mzML
Raw MS Files .mzml
MP23-026_01-025_S_E01-V015_V20.mzML
Raw MS Files .mzml
MP23-026_01-028_S_E01-V018_V27.mzML
Raw MS Files .mzml
MP23-026_01-029_S_E01-V019_V13.mzML
Raw MS Files .mzml
MP23-026_01-030_S_E01-V020_V11.mzML
Raw MS Files .mzml
MP23-026_01-031_S_E01-V021_V33.mzML
Raw MS Files .mzml
MP23-026_01-032_S_E01-V022_V23.mzML
Raw MS Files .mzml
MP23-026_01-033_S_E01-V023_V25.mzML
Raw MS Files .mzml
MP23-026_01-034_S_E01-V024_V15.mzML
Raw MS Files .mzml
MP23-026_01-035_S_E01-V025_V35.mzML
Raw MS Files .mzml
MP23-026_01-036_S_E01-V026_V29.mzML
Raw MS Files .mzml
MP23-026_01-037_S_E01-V027_V1.mzML
Raw MS Files .mzml
MP23-026_01-042_S_E01-V031_V4.mzML
Raw MS Files .mzml
MP23-026_01-043_S_E01-V032_V18.mzML
Raw MS Files .mzml
MP23-026_01-044_S_E01-V033_V3.mzML
Raw MS Files .mzml
MP23-026_01-045_S_E01-V034_V9.mzML
Raw MS Files .mzml
MP23-026_01-046_S_E01-V035_V22.mzML
Raw MS Files .mzml
MP23-026_01-047_S_E01-V036_V30.mzML
Raw MS Files .mzml
MP23-026_01-048_S_E01-V037_V8.mzML
Raw MS Files .mzml
MP23-026_01-049_S_E01-V038_V5.mzML
Raw MS Files .mzml
MP23-026_01-050_S_E01-V039_V17.mzML
Raw MS Files .mzml
MP23-026_01-051_S_E01-V040_V26.mzML
Raw MS Files .mzml
MP23-026_01-055_S_E01-V043_V21.mzML
Raw MS Files .mzml
MP23-026_01-056_S_E01-V044_V6.mzML
Raw MS Files .mzml
MP23-026_01-057_S_E01-V045_V12.mzML
Raw MS Files .mzml
MP23-026_01-058_S_E01-V046_V16.mzML
Raw MS Files .mzml
MP23-026_01-059_S_E01-V047_V10.mzML
Raw MS Files .mzml
MP23-026_01-060_S_E01-V048_V28.mzML
Raw MS Files .mzml
MP23-027_01-005_S_E01-V004_P24.mzML
Raw MS Files .mzml
MP23-027_01-006_S_E01-V005_P10.mzML
Raw MS Files .mzml
MP23-027_01-007_S_E01-V006_P26.mzML
Raw MS Files .mzml
MP23-027_01-008_S_E01-V007_P28.mzML
Raw MS Files .mzml
MP23-027_01-009_S_E01-V008_P21.mzML
Raw MS Files .mzml
MP23-027_01-010_S_E01-V009_P34.mzML
Raw MS Files .mzml
MP23-027_01-011_S_E01-V010_P19.mzML
Raw MS Files .mzml
MP23-027_01-012_S_E01-V011_P30.mzML
Raw MS Files .mzml
MP23-027_01-013_S_E01-V012_P3.mzML
Raw MS Files .mzml
MP23-027_01-014_S_E01-V013_P16.mzML
Raw MS Files .mzml
MP23-027_01-016_S_E01-V014_P18.mzML
Raw MS Files .mzml
MP23-027_01-019_S_E01-V017_P23.mzML
Raw MS Files .mzml
MP23-027_01-020_S_E01-V018_P31.mzML
Raw MS Files .mzml
MP23-027_01-021_S_E01-V019_P20.mzML
Raw MS Files .mzml
MP23-027_01-022_S_E01-V020_P8.mzML
Raw MS Files .mzml
MP23-027_01-023_S_E01-V021_P27.mzML
Raw MS Files .mzml
MP23-027_01-024_S_E01-V022_P13.mzML
Raw MS Files .mzml
MP23-027_01-025_S_E01-V023_P32.mzML
Raw MS Files .mzml
MP23-027_01-026_S_E01-V024_P36.mzML
Raw MS Files .mzml
MP23-027_01-027_S_E01-V025_P6.mzML
Raw MS Files .mzml
MP23-027_01-028_S_E01-V026_P15.mzML
Raw MS Files .mzml
MP23-027_01-030_S_E01-V028_P33.mzML
Raw MS Files .mzml
MP23-027_01-032_S_E01-V029_P35.mzML
Raw MS Files .mzml
MP23-027_01-033_S_E01-V030_P1.mzML
Raw MS Files .mzml
MP23-027_01-034_S_E01-V031_P22.mzML
Raw MS Files .mzml
MP23-027_01-035_S_E01-V032_P4.mzML
Raw MS Files .mzml
MP23-027_01-036_S_E01-V033_P7.mzML
Raw MS Files .mzml
MP23-027_01-037_S_E01-V034_P37.mzML
Raw MS Files .mzml
MP23-027_01-038_S_E01-V035_P2.mzML
Raw MS Files .mzml
MP23-027_01-039_S_E01-V036_P11.mzML
Raw MS Files .mzml
MP23-027_01-040_S_E01-V037_P12.mzML
Raw MS Files .mzml
MP23-027_01-043_S_E01-V040_P5.mzML
Raw MS Files .mzml
MP23-027_01-044_S_E01-V041_P17.mzML
Raw MS Files .mzml
MP23-027_01-045_S_E01-V042_P25.mzML
Raw MS Files .mzml
MP23-027_01-046_S_E01-V043_P9.mzML
Raw MS Files .mzml
MP23-027_01-048_S_E01-V044_P29.mzML
Raw MS Files .mzml
MP23-027_01-049_S_E01-V045_P14.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 142 rows!
Extracted information for 142 samples.
Processing  ST000733
No raw data detected. Ignoring ST000733
Processing  ST001664
No raw data detected. Ignoring ST001664
Processing  ST001091
No raw data detected. Ignoring ST001091
Processing  ST002607
No raw data detected. Ignoring ST002607
Processing  ST000974
No raw data detected. Ignoring ST000974
Processing  ST002357
Initiating REDU-table generation for AN003848
Rest length is 29
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/29 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 29/29 [00:00<00:00, 296.49it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN003849
Rest length is 29
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/29 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 29/29 [00:00<00:00, 302.71it/s]

  5%|▌         | 164/3150 [10:42<56:19,  1.13s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001903
Initiating REDU-table generation for AN003815
Rest length is 248
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/248 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 2/248 [00:00<00:14, 16.94it/s]

Mapping potential matches:   2%|▏         | 4/248 [00:00<00:14, 16.97it/s]

Mapping potential matches:   2%|▏         | 6/248 [00:00<00:14, 17.01it/s]

Mapping potential matches:   3%|▎         | 8/248 [00:00<00:14, 17.07it/s]

Mapping potential matches:   4%|▍         | 10/248 [00:00<00:13, 17.07it/s]

Mapping potential matches:   5%|▍         | 12/248 [00:00<00:13, 17.06it/s]

Mapping potential matches:   6%|▌         | 14/248 [00:00<00:13, 17.06it/s]

Mapping potential matches:   6%|▋         | 16/248 [00:00<00:13, 17.20it/s]

Mapping potential matches:   7%|▋         | 18/248 [00:01<00:13, 17.27it/s]

Mapping potential matches:   8%|▊         | 20/248 [00:01<00:13, 17.28it/s]

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Mapping potential matches: 100%|██████████| 248/248 [00:14<00:00, 17.27it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003816
Rest length is 248
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/248 [00:00<?, ?it/s]

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Mapping potential matches: 100%|██████████| 248/248 [00:15<00:00, 15.77it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003817
Rest length is 248
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/248 [00:00<?, ?it/s]

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Mapping potential matches:  95%|█████████▌| 236/248 [00:13<00:00, 17.35it/s]

Mapping potential matches:  96%|█████████▌| 238/248 [00:13<00:00, 17.32it/s]

Mapping potential matches:  97%|█████████▋| 240/248 [00:13<00:00, 17.34it/s]

Mapping potential matches:  98%|█████████▊| 242/248 [00:14<00:00, 17.36it/s]

Mapping potential matches:  98%|█████████▊| 244/248 [00:14<00:00, 17.35it/s]

Mapping potential matches:  99%|█████████▉| 246/248 [00:14<00:00, 17.38it/s]

Mapping potential matches: 100%|██████████| 248/248 [00:14<00:00, 17.35it/s]
Mapping potential matches: 100%|██████████| 248/248 [00:14<00:00, 17.16it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzML_AC_Plasma
AC07-0-901004_1020555361_04_0_1_1_00_1020497715.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_06_0_1_1_00_1020497874.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_07_0_1_1_00_1020497957.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_08_0_1_1_00_1020500363.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_09_0_1_1_00_1020500431.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_10_0_1_1_00_1020500718.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_11_0_1_1_00_1020500780.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_12_0_1_1_00_1020500862.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_15_0_1_1_00_1020494983.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_16_0_1_1_00_1020497720.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_17_0_1_1_00_1020497802.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_18_0_1_1_00_1020497889.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_19_0_1_1_00_1020497961.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_21_0_1_1_00_1020500446.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_22_0_1_1_00_1020500722.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_23_0_1_1_00_1020500794.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_24_0_1_1_00_1020500877.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_27_0_1_1_00_1020494998.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_28_0_1_1_00_1020497734.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_29_0_1_1_00_1020497817.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_30_0_1_1_00_1020497893.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_31_0_1_1_00_1020497976.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_32_0_1_1_00_1020500378.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_33_0_1_1_00_1020500451.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_34_0_1_1_00_1020500737.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_35_0_1_1_00_1020500805.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_36_0_1_1_00_1020500881.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_39_0_1_1_00_1020497666.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_40_0_1_1_00_1020497749.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_41_0_1_1_00_1020497821.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_42_0_1_1_00_1020497904.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_43_0_1_1_00_1020497981.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_44_0_1_1_00_1020500382.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_45_0_1_1_00_1020500465.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_46_0_1_1_00_1020500741.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_47_0_1_1_00_1020500810.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_48_0_1_1_00_1020500896.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_51_0_1_1_00_1020497671.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_52_0_1_1_00_1020497753.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_53_0_1_1_00_1020497836.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_54_0_1_1_00_1020497919.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_56_0_1_1_00_1020500397.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_57_0_1_1_00_1020500470.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_58_0_1_1_00_1020500756.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_59_0_1_1_00_1020500824.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_60_0_1_1_00_1020503564.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_63_0_1_1_00_1020497685.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_64_0_1_1_00_1020497768.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_65_0_1_1_00_1020497841.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_66_0_1_1_00_1020497923.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_68_0_1_1_00_1020500408.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_69_0_1_1_00_1020500484.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_70_0_1_1_00_1020500761.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_71_0_1_1_00_1020500839.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_72_0_1_1_00_1020503579.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_75_0_1_1_00_1020497690.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_76_0_1_1_00_1020497772.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_77_0_1_1_00_1020497855.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_78_0_1_1_00_1020497938.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_80_0_1_1_00_1020500412.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_81_0_1_1_00_1020500499.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_83_0_1_1_00_1020500843.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_87_0_1_1_00_1020497701.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_88_0_1_1_00_1020497787.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_89_0_1_1_00_1020497860.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_90_0_1_1_00_1020497942.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_92_0_1_1_00_1020500427.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_93_0_1_1_00_1020500500.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_94_0_1_1_00_1020500775.mzML
mzML_AC_Plasma
AC07-0-901004_1020555361_95_0_1_1_00_1020500858.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_04_0_1_1_00_1020488621.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_05_0_1_1_00_1020488703.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_08_0_1_1_00_1020494635.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_09_0_1_1_00_1020494703.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_10_0_1_1_00_1020494780.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_11_0_1_1_00_1020494858.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_16_0_1_1_00_1020488635.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_17_0_1_1_00_1020488718.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_20_0_1_1_00_1020494640.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_21_0_1_1_00_1020494718.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_22_0_1_1_00_1020494794.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_24_0_1_1_00_1020494945.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_27_0_1_1_00_1020488567.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_28_0_1_1_00_1020488640.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_29_0_1_1_00_1020488722.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_31_0_1_1_00_1020491725.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_33_0_1_1_00_1020494722.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_35_0_1_1_00_1020494877.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_36_0_1_1_00_1020494950.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_39_0_1_1_00_1020488571.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_40_0_1_1_00_1020488654.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_41_0_1_1_00_1020491589.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_43_0_1_1_00_1020491730.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_44_0_1_1_00_1020494654.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_45_0_1_1_00_1020494737.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_46_0_1_1_00_1020494810.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_48_0_1_1_00_1020494964.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_51_0_1_1_00_1020488586.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_52_0_1_1_00_1020488669.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_53_0_1_1_00_1020491593.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_55_0_1_1_00_1020491744.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_56_0_1_1_00_1020494669.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_57_0_1_1_00_1020494741.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_58_0_1_1_00_1020494824.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_60_0_1_1_00_1020494979.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_63_0_1_1_00_1020488591.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_64_0_1_1_00_1020488673.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_66_0_1_1_00_1020491676.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_67_0_1_1_00_1020491759.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_69_0_1_1_00_1020494756.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_71_0_1_1_00_1020494907.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_75_0_1_1_00_1020488601.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_76_0_1_1_00_1020488688.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_77_0_1_1_00_1020491604.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_79_0_1_1_00_1020491763.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_80_0_1_1_00_1020494688.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_81_0_1_1_00_1020494761.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_82_0_1_1_00_1020494843.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_83_0_1_1_00_1020494911.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_88_0_1_1_00_1020488692.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_89_0_1_1_00_1020491619.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_91_0_1_1_00_1020494621.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_92_0_1_1_00_1020494692.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_93_0_1_1_00_1020494775.mzML
mzML_AC_Plasma
AC07-0-901004_1020557891_95_0_1_1_00_1020494926.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_04_0_1_1_00_1020492142.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_05_0_1_1_00_1020495071.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_06_0_1_1_00_1020495140.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_07_0_1_1_00_1020495222.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_08_0_1_1_00_1020495305.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_09_0_1_1_00_1020498026.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_10_0_1_1_00_1020498109.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_11_0_1_1_00_1020498171.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_12_0_1_1_00_1020503609.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_16_0_1_1_00_1020495000.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_18_0_1_1_00_1020495154.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_19_0_1_1_00_1020495237.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_20_0_1_1_00_1020495310.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_21_0_1_1_00_1020498031.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_22_0_1_1_00_1020498113.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_23_0_1_1_00_1020498185.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_24_0_1_1_00_1020503613.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_27_0_1_1_00_1020492089.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_28_0_1_1_00_1020495014.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_29_0_1_1_00_1020495091.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_30_0_1_1_00_1020495169.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_31_0_1_1_00_1020495241.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_33_0_1_1_00_1020498045.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_34_0_1_1_00_1020498128.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_35_0_1_1_00_1020498190.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_36_0_1_1_00_1020503628.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_39_0_1_1_00_1020492093.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_40_0_1_1_00_1020495029.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_41_0_1_1_00_1020495101.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_42_0_1_1_00_1020495173.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_43_0_1_1_00_1020495256.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_44_0_1_1_00_1020495324.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_45_0_1_1_00_1020498050.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_46_0_1_1_00_1020498132.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_47_0_1_1_00_1020498201.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_48_0_1_1_00_1020503632.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_51_0_1_1_00_1020492104.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_52_0_1_1_00_1020495033.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_53_0_1_1_00_1020495116.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_54_0_1_1_00_1020495188.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_55_0_1_1_00_1020495261.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_56_0_1_1_00_1020495339.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_57_0_1_1_00_1020498064.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_58_0_1_1_00_1020498147.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_59_0_1_1_00_1020498215.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_60_0_1_1_00_1020503647.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_63_0_1_1_00_1020492119.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_64_0_1_1_00_1020495048.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_66_0_1_1_00_1020495192.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_67_0_1_1_00_1020495275.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_68_0_1_1_00_1020497995.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_69_0_1_1_00_1020498079.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_70_0_1_1_00_1020498151.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_71_0_1_1_00_1020498220.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_75_0_1_1_00_1020492123.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_76_0_1_1_00_1020495052.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_77_0_1_1_00_1020495121.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_78_0_1_1_00_1020495203.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_79_0_1_1_00_1020495280.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_80_0_1_1_00_1020498007.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_81_0_1_1_00_1020498083.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_82_0_1_1_00_1020498166.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_83_0_1_1_00_1020503583.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_87_0_1_1_00_1020492138.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_88_0_1_1_00_1020495067.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_89_0_1_1_00_1020495135.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_90_0_1_1_00_1020495218.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_91_0_1_1_00_1020495294.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_92_0_1_1_00_1020498011.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_93_0_1_1_00_1020498098.mzML
mzML_AC_Tumor
AC07-0-901004_1020549923_95_0_1_1_00_1020503598.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_05_0_1_1_00_1020488877.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_08_0_1_1_00_1020489101.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_09_0_1_1_00_1020491831.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_11_0_1_1_00_1020491986.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_12_0_1_1_00_1020492060.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_16_0_1_1_00_1020488805.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_17_0_1_1_00_1020488881.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_19_0_1_1_00_1020489033.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_20_0_1_1_00_1020491778.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_21_0_1_1_00_1020491846.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_22_0_1_1_00_1020491929.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_24_0_1_1_00_1020492074.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_27_0_1_1_00_1020488737.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_28_0_1_1_00_1020488810.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_29_0_1_1_00_1020488896.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_31_0_1_1_00_1020489048.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_33_0_1_1_00_1020491851.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_34_0_1_1_00_1020491933.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_35_0_1_1_00_1020492002.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_39_0_1_1_00_1020488741.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_40_0_1_1_00_1020488824.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_41_0_1_1_00_1020488907.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_43_0_1_1_00_1020489052.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_45_0_1_1_00_1020491865.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_47_0_1_1_00_1020492017.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_51_0_1_1_00_1020488756.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_52_0_1_1_00_1020488839.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_53_0_1_1_00_1020488911.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_55_0_1_1_00_1020489067.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_56_0_1_1_00_1020491797.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_57_0_1_1_00_1020491870.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_58_0_1_1_00_1020491952.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_59_0_1_1_00_1020492021.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_63_0_1_1_00_1020488761.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_64_0_1_1_00_1020488843.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_67_0_1_1_00_1020489071.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_68_0_1_1_00_1020491808.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_69_0_1_1_00_1020491884.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_70_0_1_1_00_1020491967.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_75_0_1_1_00_1020488775.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_76_0_1_1_00_1020488858.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_77_0_1_1_00_1020488926.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_79_0_1_1_00_1020489086.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_80_0_1_1_00_1020491812.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_81_0_1_1_00_1020491899.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_83_0_1_1_00_1020492041.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_87_0_1_1_00_1020488780.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_88_0_1_1_00_1020488862.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_91_0_1_1_00_1020489091.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_92_0_1_1_00_1020491827.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_93_0_1_1_00_1020491900.mzML
mzML_AC_Tumor
AC07-0-901004_1020558164_95_0_1_1_00_1020492055.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_04_0_1_1_00_1020488635.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_04_1_1_1_00_1020488635.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_04_2_1_1_00_1020488635.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_05_0_1_1_00_1020488718.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_05_1_1_1_00_1020488718.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_05_2_1_1_00_1020488718.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_08_0_1_1_00_1020494640.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_08_1_1_1_00_1020494640.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_08_2_1_1_00_1020494640.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_09_0_1_1_00_1020494718.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_09_1_1_1_00_1020494718.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_09_2_1_1_00_1020494718.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_10_0_1_1_00_1020494794.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_10_1_1_1_00_1020494794.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_10_2_1_1_00_1020494794.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_12_0_1_1_00_1020494945.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_12_1_1_1_00_1020494945.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_12_2_1_1_00_1020494945.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_15_0_1_1_00_1020488567.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_15_1_1_1_00_1020488567.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_15_2_1_1_00_1020488567.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_16_0_1_1_00_1020488640.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_16_1_1_1_00_1020488640.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_16_2_1_1_00_1020488640.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_17_0_1_1_00_1020488722.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_17_1_1_1_00_1020488722.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_17_2_1_1_00_1020488722.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_19_0_1_1_00_1020491725.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_19_1_1_1_00_1020491725.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_19_2_1_1_00_1020491725.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_21_0_1_1_00_1020494722.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_21_1_1_1_00_1020494722.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_21_2_1_1_00_1020494722.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_23_0_1_1_00_1020494877.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_23_1_1_1_00_1020494877.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_23_2_1_1_00_1020494877.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_24_0_1_1_00_1020494950.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_24_1_1_1_00_1020494950.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_24_2_1_1_00_1020494950.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_27_0_1_1_00_1020488571.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_27_1_1_1_00_1020488571.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_27_2_1_1_00_1020488571.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_28_0_1_1_00_1020488654.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_28_1_1_1_00_1020488654.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_28_2_1_1_00_1020488654.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_29_0_1_1_00_1020491589.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_29_1_1_1_00_1020491589.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_29_2_1_1_00_1020491589.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_31_0_1_1_00_1020491730.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_31_1_1_1_00_1020491730.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_31_2_1_1_00_1020491730.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_32_0_1_1_00_1020494654.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_32_1_1_1_00_1020494654.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_32_2_1_1_00_1020494654.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_33_0_1_1_00_1020494737.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_33_1_1_1_00_1020494737.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_33_2_1_1_00_1020494737.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_34_0_1_1_00_1020494810.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_34_1_1_1_00_1020494810.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_34_2_1_1_00_1020494810.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_36_0_1_1_00_1020494964.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_36_1_1_1_00_1020494964.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_36_2_1_1_00_1020494964.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_39_0_1_1_00_1020488586.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_39_1_1_1_00_1020488586.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_39_2_1_1_00_1020488586.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_40_0_1_1_00_1020488669.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_40_1_1_1_00_1020488669.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_40_2_1_1_00_1020488669.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_41_0_1_1_00_1020491593.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_41_1_1_1_00_1020491593.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_41_2_1_1_00_1020491593.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_43_0_1_1_00_1020491744.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_43_1_1_1_00_1020491744.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_43_2_1_1_00_1020491744.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_44_0_1_1_00_1020494669.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_44_1_1_1_00_1020494669.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_44_2_1_1_00_1020494669.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_45_0_1_1_00_1020494741.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_45_1_1_1_00_1020494741.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_45_2_1_1_00_1020494741.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_46_0_1_1_00_1020494824.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_46_1_1_1_00_1020494824.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_46_2_1_1_00_1020494824.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_48_0_1_1_00_1020494979.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_48_1_1_1_00_1020494979.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_48_2_1_1_00_1020494979.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_51_0_1_1_00_1020488591.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_51_1_1_1_00_1020488591.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_51_2_1_1_00_1020488591.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_52_0_1_1_00_1020488673.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_52_1_1_1_00_1020488673.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_52_2_1_1_00_1020488673.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_54_0_1_1_00_1020491676.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_54_1_1_1_00_1020491676.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_54_2_1_1_00_1020491676.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_55_0_1_1_00_1020491759.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_55_1_1_1_00_1020491759.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_55_2_1_1_00_1020491759.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_57_0_1_1_00_1020494756.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_57_1_1_1_00_1020494756.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_57_2_1_1_00_1020494756.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_59_0_1_1_00_1020494907.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_59_1_1_1_00_1020494907.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_59_2_1_1_00_1020494907.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_63_0_1_1_00_1020488601.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_63_1_1_1_00_1020488601.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_63_2_1_1_00_1020488601.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_64_0_1_1_00_1020488688.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_64_1_1_1_00_1020488688.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_64_2_1_1_00_1020488688.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_65_0_1_1_00_1020491604.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_65_1_1_1_00_1020491604.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_65_2_1_1_00_1020491604.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_67_0_1_1_00_1020491763.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_67_1_1_1_00_1020491763.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_67_2_1_1_00_1020491763.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_68_0_1_1_00_1020494688.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_68_1_1_1_00_1020494688.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_68_2_1_1_00_1020494688.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_69_0_1_1_00_1020494761.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_69_1_1_1_00_1020494761.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_69_2_1_1_00_1020494761.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_70_0_1_1_00_1020494843.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_70_1_1_1_00_1020494843.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_70_2_1_1_00_1020494843.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_71_0_1_1_00_1020494911.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_71_1_1_1_00_1020494911.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_71_2_1_1_00_1020494911.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_76_0_1_1_00_1020488692.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_76_1_1_1_00_1020488692.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_76_2_1_1_00_1020488692.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_77_0_1_1_00_1020491619.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_77_1_1_1_00_1020491619.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_77_2_1_1_00_1020491619.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_79_0_1_1_00_1020494621.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_79_1_1_1_00_1020494621.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_79_2_1_1_00_1020494621.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_80_0_1_1_00_1020494692.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_80_1_1_1_00_1020494692.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_80_2_1_1_00_1020494692.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_81_0_1_1_00_1020494775.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_81_1_1_1_00_1020494775.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_81_2_1_1_00_1020494775.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_83_0_1_1_00_1020494926.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_83_1_1_1_00_1020494926.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_83_2_1_1_00_1020494926.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_87_0_1_1_00_1020488621.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_87_1_1_1_00_1020488621.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_87_2_1_1_00_1020488621.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_88_0_1_1_00_1020488703.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_88_1_1_1_00_1020488703.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_88_2_1_1_00_1020488703.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_91_0_1_1_00_1020494635.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_91_1_1_1_00_1020494635.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_91_2_1_1_00_1020494635.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_92_0_1_1_00_1020494703.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_92_1_1_1_00_1020494703.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_92_2_1_1_00_1020494703.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_93_0_1_1_00_1020494780.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_93_1_1_1_00_1020494780.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_93_2_1_1_00_1020494780.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_94_0_1_1_00_1020494858.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_94_1_1_1_00_1020494858.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020489275_94_2_1_1_00_1020494858.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_03_0_1_1_00_1020494983.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_03_1_1_1_00_1020494983.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_03_2_1_1_00_1020494983.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_04_0_1_1_00_1020497720.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_04_1_1_1_00_1020497720.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_04_2_1_1_00_1020497720.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_05_0_1_1_00_1020497802.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_05_1_1_1_00_1020497802.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_05_2_1_1_00_1020497802.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_06_0_1_1_00_1020497874.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_06_1_1_1_00_1020497874.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_06_2_1_1_00_1020497874.mzML
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mzML_q500_Plasma
MXP500F-0-810112_1020492157_07_1_1_1_00_1020497957.mzML
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MXP500F-0-810112_1020492157_07_2_1_1_00_1020497957.mzML
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mzML_q500_Plasma
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MXP500F-0-810112_1020492157_19_2_1_1_00_1020497961.mzML
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MXP500F-0-810112_1020492157_21_2_1_1_00_1020500446.mzML
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MXP500F-0-810112_1020492157_23_2_1_1_00_1020500794.mzML
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MXP500F-0-810112_1020492157_35_2_1_1_00_1020500805.mzML
mzML_q500_Plasma
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mzML_q500_Plasma
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MXP500F-0-810112_1020492157_39_0_1_1_00_1020497671.mzML
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mzML_q500_Plasma
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mzML_q500_Plasma
MXP500F-0-810112_1020492157_80_2_1_1_00_1020500412.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_81_0_1_1_00_1020500499.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_81_1_1_1_00_1020500499.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_81_2_1_1_00_1020500499.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_83_0_1_1_00_1020500843.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_83_1_1_1_00_1020500843.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_83_2_1_1_00_1020500843.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_87_0_1_1_00_1020497715.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_87_1_1_1_00_1020497715.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_87_2_1_1_00_1020497715.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_89_0_1_1_00_1020497860.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_89_1_1_1_00_1020497860.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_89_2_1_1_00_1020497860.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_90_0_1_1_00_1020497942.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_90_1_1_1_00_1020497942.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_90_2_1_1_00_1020497942.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_92_0_1_1_00_1020500427.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_92_1_1_1_00_1020500427.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_92_2_1_1_00_1020500427.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_93_0_1_1_00_1020500500.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_93_1_1_1_00_1020500500.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_93_2_1_1_00_1020500500.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_94_0_1_1_00_1020500775.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_94_1_1_1_00_1020500775.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_94_2_1_1_00_1020500775.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_95_0_1_1_00_1020500858.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_95_1_1_1_00_1020500858.mzML
mzML_q500_Plasma
MXP500F-0-810112_1020492157_95_2_1_1_00_1020500858.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_04_0_1_1_00_1020488635.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_04_1_1_1_00_1020488635.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_05_0_1_1_00_1020488718.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_05_1_1_1_00_1020488718.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_08_0_1_1_00_1020494640.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_08_1_1_1_00_1020494640.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_09_0_1_1_00_1020494718.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_09_1_1_1_00_1020494718.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_10_0_1_1_00_1020494794.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_10_1_1_1_00_1020494794.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_12_0_1_1_00_1020494945.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_12_1_1_1_00_1020494945.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_15_0_1_1_00_1020488567.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_15_1_1_1_00_1020488567.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_16_0_1_1_00_1020488640.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_16_1_1_1_00_1020488640.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_17_0_1_1_00_1020488722.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_17_1_1_1_00_1020488722.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_19_0_1_1_00_1020491725.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_19_1_1_1_00_1020491725.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_21_0_1_1_00_1020494722.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_21_1_1_1_00_1020494722.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_23_0_1_1_00_1020494877.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_23_1_1_1_00_1020494877.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_24_0_1_1_00_1020494950.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_24_1_1_1_00_1020494950.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_27_0_1_1_00_1020488571.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_27_1_1_1_00_1020488571.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_28_0_1_1_00_1020488654.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_28_1_1_1_00_1020488654.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_29_0_1_1_00_1020491589.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_29_1_1_1_00_1020491589.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_31_0_1_1_00_1020491730.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_31_1_1_1_00_1020491730.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_32_0_1_1_00_1020494654.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_32_1_1_1_00_1020494654.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_33_0_1_1_00_1020494737.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_33_1_1_1_00_1020494737.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_34_0_1_1_00_1020494810.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_34_1_1_1_00_1020494810.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_36_0_1_1_00_1020494964.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_36_1_1_1_00_1020494964.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_39_0_1_1_00_1020488586.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_39_1_1_1_00_1020488586.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_40_0_1_1_00_1020488669.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_40_1_1_1_00_1020488669.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_41_0_1_1_00_1020491593.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_41_1_1_1_00_1020491593.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_43_0_1_1_00_1020491744.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_43_1_1_1_00_1020491744.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_44_0_1_1_00_1020494669.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_44_1_1_1_00_1020494669.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_45_0_1_1_00_1020494741.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_45_1_1_1_00_1020494741.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_46_0_1_1_00_1020494824.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_46_1_1_1_00_1020494824.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_48_0_1_1_00_1020494979.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_48_1_1_1_00_1020494979.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_51_0_1_1_00_1020488591.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_51_1_1_1_00_1020488591.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_52_0_1_1_00_1020488673.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_52_1_1_1_00_1020488673.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_54_0_1_1_00_1020491676.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_54_1_1_1_00_1020491676.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_55_0_1_1_00_1020491759.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_55_1_1_1_00_1020491759.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_57_0_1_1_00_1020494756.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_57_1_1_1_00_1020494756.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_59_0_1_1_00_1020494907.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_59_1_1_1_00_1020494907.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_63_0_1_1_00_1020488601.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_63_1_1_1_00_1020488601.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_64_0_1_1_00_1020488688.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_64_1_1_1_00_1020488688.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_65_0_1_1_00_1020491604.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_65_1_1_1_00_1020491604.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_67_0_1_1_00_1020491763.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_67_1_1_1_00_1020491763.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_68_0_1_1_00_1020494688.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_68_1_1_1_00_1020494688.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_69_0_1_1_00_1020494761.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_69_1_1_1_00_1020494761.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_70_0_1_1_00_1020494843.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_70_1_1_1_00_1020494843.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_71_0_1_1_00_1020494911.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_71_1_1_1_00_1020494911.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_76_0_1_1_00_1020488692.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_76_1_1_1_00_1020488692.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_77_0_1_1_00_1020491619.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_77_1_1_1_00_1020491619.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_79_0_1_1_00_1020494621.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_79_1_1_1_00_1020494621.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_80_0_1_1_00_1020494692.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_80_1_1_1_00_1020494692.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_81_0_1_1_00_1020494775.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_81_1_1_1_00_1020494775.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_83_0_1_1_00_1020494926.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_83_1_1_1_00_1020494926.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_87_0_1_1_00_1020488621.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_87_1_1_1_00_1020488621.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_88_0_1_1_00_1020488703.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_88_1_1_1_00_1020488703.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_91_0_1_1_00_1020494635.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_91_1_1_1_00_1020494635.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_92_0_1_1_00_1020494703.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_92_1_1_1_00_1020494703.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_93_0_1_1_00_1020494780.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_93_1_1_1_00_1020494780.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_94_0_1_1_00_1020494858.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489261_94_1_1_1_00_1020494858.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_03_0_1_1_00_1020494983.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_03_1_1_1_00_1020494983.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_04_0_1_1_00_1020497720.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_04_1_1_1_00_1020497720.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_05_0_1_1_00_1020497802.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_05_1_1_1_00_1020497802.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_06_0_1_1_00_1020497874.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_06_1_1_1_00_1020497874.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_07_0_1_1_00_1020497957.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_07_1_1_1_00_1020497957.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_08_0_1_1_00_1020500363.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_08_1_1_1_00_1020500363.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_09_0_1_1_00_1020500431.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_09_1_1_1_00_1020500431.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_10_0_1_1_00_1020500718.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_10_1_1_1_00_1020500718.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_11_0_1_1_00_1020500780.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_11_1_1_1_00_1020500780.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_12_0_1_1_00_1020500862.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_12_1_1_1_00_1020500862.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_15_0_1_1_00_1020494998.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_15_1_1_1_00_1020494998.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_16_0_1_1_00_1020497734.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_16_1_1_1_00_1020497734.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_17_0_1_1_00_1020497817.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_17_1_1_1_00_1020497817.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_18_0_1_1_00_1020497889.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_18_1_1_1_00_1020497889.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_19_0_1_1_00_1020497961.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_19_1_1_1_00_1020497961.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_21_0_1_1_00_1020500446.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_21_1_1_1_00_1020500446.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_22_0_1_1_00_1020500722.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_22_1_1_1_00_1020500722.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_23_0_1_1_00_1020500794.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_23_1_1_1_00_1020500794.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_24_0_1_1_00_1020500877.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_24_1_1_1_00_1020500877.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_27_0_1_1_00_1020497666.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_27_1_1_1_00_1020497666.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_28_0_1_1_00_1020497749.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_28_1_1_1_00_1020497749.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_29_0_1_1_00_1020497821.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_29_1_1_1_00_1020497821.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_30_0_1_1_00_1020497893.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_30_1_1_1_00_1020497893.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_31_0_1_1_00_1020497976.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_31_1_1_1_00_1020497976.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_32_0_1_1_00_1020500378.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_32_1_1_1_00_1020500378.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_33_0_1_1_00_1020500451.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_33_1_1_1_00_1020500451.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_34_0_1_1_00_1020500737.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_34_1_1_1_00_1020500737.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_35_0_1_1_00_1020500805.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_35_1_1_1_00_1020500805.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_36_0_1_1_00_1020500881.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_36_1_1_1_00_1020500881.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_39_0_1_1_00_1020497671.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_39_1_1_1_00_1020497671.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_40_0_1_1_00_1020497753.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_40_1_1_1_00_1020497753.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_41_0_1_1_00_1020497836.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_41_1_1_1_00_1020497836.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_42_0_1_1_00_1020497904.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_42_1_1_1_00_1020497904.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_43_0_1_1_00_1020497981.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_43_1_1_1_00_1020497981.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_44_0_1_1_00_1020500382.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_44_1_1_1_00_1020500382.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_45_0_1_1_00_1020500465.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_45_1_1_1_00_1020500465.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_46_0_1_1_00_1020500741.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_46_1_1_1_00_1020500741.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_47_0_1_1_00_1020500810.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_47_1_1_1_00_1020500810.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_48_0_1_1_00_1020500896.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_48_1_1_1_00_1020500896.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_51_0_1_1_00_1020497685.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_51_1_1_1_00_1020497685.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_52_0_1_1_00_1020497768.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_52_1_1_1_00_1020497768.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_54_0_1_1_00_1020497919.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_54_1_1_1_00_1020497919.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_56_0_1_1_00_1020500397.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_56_1_1_1_00_1020500397.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_57_0_1_1_00_1020500470.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_57_1_1_1_00_1020500470.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_58_0_1_1_00_1020500756.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_58_1_1_1_00_1020500756.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_59_0_1_1_00_1020500824.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_59_1_1_1_00_1020500824.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_60_0_1_1_00_1020503564.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_60_1_1_1_00_1020503564.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_63_0_1_1_00_1020497690.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_63_1_1_1_00_1020497690.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_64_0_1_1_00_1020497772.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_64_1_1_1_00_1020497772.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_65_0_1_1_00_1020497841.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_65_1_1_1_00_1020497841.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_66_0_1_1_00_1020497923.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_66_1_1_1_00_1020497923.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_68_0_1_1_00_1020500408.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_68_1_1_1_00_1020500408.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_69_0_1_1_00_1020500484.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_69_1_1_1_00_1020500484.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_70_0_1_1_00_1020500761.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_70_1_1_1_00_1020500761.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_71_0_1_1_00_1020500839.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_71_1_1_1_00_1020500839.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_72_0_1_1_00_1020503579.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_72_1_1_1_00_1020503579.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_75_0_1_1_00_1020497701.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_75_1_1_1_00_1020497701.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_76_0_1_1_00_1020497787.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_76_1_1_1_00_1020497787.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_77_0_1_1_00_1020497855.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_77_1_1_1_00_1020497855.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_78_0_1_1_00_1020497938.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_78_1_1_1_00_1020497938.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_80_0_1_1_00_1020500412.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_80_1_1_1_00_1020500412.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_81_0_1_1_00_1020500499.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_81_1_1_1_00_1020500499.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_83_0_1_1_00_1020500843.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_83_1_1_1_00_1020500843.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_87_0_1_1_00_1020497715.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_87_1_1_1_00_1020497715.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_89_0_1_1_00_1020497860.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_89_1_1_1_00_1020497860.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_90_0_1_1_00_1020497942.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_90_1_1_1_00_1020497942.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_92_0_1_1_00_1020500427.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_92_1_1_1_00_1020500427.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_93_0_1_1_00_1020500500.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_93_1_1_1_00_1020500500.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_94_0_1_1_00_1020500775.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_94_1_1_1_00_1020500775.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_95_0_1_1_00_1020500858.mzML
mzML_q500_Plasma
MXP500L-0-81111_1020489294_95_1_1_1_00_1020500858.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_04_0_1_1_00_1020488805.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_04_1_1_1_00_1020488805.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_04_2_1_1_00_1020488805.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_05_0_1_1_00_1020488881.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_05_1_1_1_00_1020488881.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_05_2_1_1_00_1020488881.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_07_0_1_1_00_1020489033.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_07_1_1_1_00_1020489033.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_07_2_1_1_00_1020489033.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_08_0_1_1_00_1020491778.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_08_1_1_1_00_1020491778.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_08_2_1_1_00_1020491778.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_09_0_1_1_00_1020491846.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_09_1_1_1_00_1020491846.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_09_2_1_1_00_1020491846.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_10_0_1_1_00_1020491929.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_10_1_1_1_00_1020491929.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_10_2_1_1_00_1020491929.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_12_0_1_1_00_1020492074.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_12_1_1_1_00_1020492074.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_12_2_1_1_00_1020492074.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_15_0_1_1_00_1020488737.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_15_1_1_1_00_1020488737.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_15_2_1_1_00_1020488737.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_16_0_1_1_00_1020488810.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_16_1_1_1_00_1020488810.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_16_2_1_1_00_1020488810.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_17_0_1_1_00_1020488896.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_17_1_1_1_00_1020488896.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_17_2_1_1_00_1020488896.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_19_0_1_1_00_1020489048.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_19_1_1_1_00_1020489048.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_19_2_1_1_00_1020489048.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_21_0_1_1_00_1020491851.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_21_1_1_1_00_1020491851.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_21_2_1_1_00_1020491851.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_22_0_1_1_00_1020491933.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_22_1_1_1_00_1020491933.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_22_2_1_1_00_1020491933.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_23_0_1_1_00_1020492002.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_23_1_1_1_00_1020492002.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_23_2_1_1_00_1020492002.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_27_0_1_1_00_1020488741.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_27_1_1_1_00_1020488741.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_27_2_1_1_00_1020488741.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_28_0_1_1_00_1020488824.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_28_1_1_1_00_1020488824.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_28_2_1_1_00_1020488824.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_29_0_1_1_00_1020488907.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_29_1_1_1_00_1020488907.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_29_2_1_1_00_1020488907.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_31_0_1_1_00_1020489052.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_31_1_1_1_00_1020489052.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_31_2_1_1_00_1020489052.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_33_0_1_1_00_1020491865.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_33_1_1_1_00_1020491865.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_33_2_1_1_00_1020491865.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_35_0_1_1_00_1020492017.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_35_1_1_1_00_1020492017.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_35_2_1_1_00_1020492017.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_39_0_1_1_00_1020488756.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_39_1_1_1_00_1020488756.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_39_2_1_1_00_1020488756.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_40_0_1_1_00_1020488839.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_40_1_1_1_00_1020488839.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_40_2_1_1_00_1020488839.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_41_0_1_1_00_1020488911.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_41_1_1_1_00_1020488911.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_41_2_1_1_00_1020488911.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_43_0_1_1_00_1020489067.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_43_1_1_1_00_1020489067.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_43_2_1_1_00_1020489067.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_44_0_1_1_00_1020491797.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_44_1_1_1_00_1020491797.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_44_2_1_1_00_1020491797.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_45_0_1_1_00_1020491870.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_45_1_1_1_00_1020491870.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_45_2_1_1_00_1020491870.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_46_0_1_1_00_1020491952.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_46_1_1_1_00_1020491952.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_46_2_1_1_00_1020491952.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_47_0_1_1_00_1020492021.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_47_1_1_1_00_1020492021.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_47_2_1_1_00_1020492021.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_51_0_1_1_00_1020488761.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_51_1_1_1_00_1020488761.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_51_2_1_1_00_1020488761.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_52_0_1_1_00_1020488843.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_52_1_1_1_00_1020488843.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_52_2_1_1_00_1020488843.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_55_0_1_1_00_1020489071.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_55_1_1_1_00_1020489071.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_55_2_1_1_00_1020489071.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_56_0_1_1_00_1020491808.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_56_1_1_1_00_1020491808.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_56_2_1_1_00_1020491808.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_57_0_1_1_00_1020491884.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_57_1_1_1_00_1020491884.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_57_2_1_1_00_1020491884.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_58_0_1_1_00_1020491967.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_58_1_1_1_00_1020491967.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_58_2_1_1_00_1020491967.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_63_0_1_1_00_1020488775.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_63_1_1_1_00_1020488775.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_63_2_1_1_00_1020488775.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_64_0_1_1_00_1020488858.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_64_1_1_1_00_1020488858.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_64_2_1_1_00_1020488858.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_65_0_1_1_00_1020488926.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_65_1_1_1_00_1020488926.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_65_2_1_1_00_1020488926.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_67_0_1_1_00_1020489086.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_67_1_1_1_00_1020489086.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_67_2_1_1_00_1020489086.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_68_0_1_1_00_1020491812.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_68_1_1_1_00_1020491812.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_68_2_1_1_00_1020491812.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_69_0_1_1_00_1020491899.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_69_1_1_1_00_1020491899.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_69_2_1_1_00_1020491899.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_71_0_1_1_00_1020492041.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_71_1_1_1_00_1020492041.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_71_2_1_1_00_1020492041.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_75_0_1_1_00_1020488780.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_75_1_1_1_00_1020488780.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_75_2_1_1_00_1020488780.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_76_0_1_1_00_1020488862.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_76_1_1_1_00_1020488862.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_76_2_1_1_00_1020488862.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_79_0_1_1_00_1020489091.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_79_1_1_1_00_1020489091.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_79_2_1_1_00_1020489091.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_80_0_1_1_00_1020491827.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_80_1_1_1_00_1020491827.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_80_2_1_1_00_1020491827.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_81_0_1_1_00_1020491900.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_81_1_1_1_00_1020491900.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_81_2_1_1_00_1020491900.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_83_0_1_1_00_1020492055.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_83_1_1_1_00_1020492055.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_83_2_1_1_00_1020492055.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_88_0_1_1_00_1020488877.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_88_1_1_1_00_1020488877.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_88_2_1_1_00_1020488877.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_91_0_1_1_00_1020489101.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_91_1_1_1_00_1020489101.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_91_2_1_1_00_1020489101.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_92_0_1_1_00_1020491831.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_92_1_1_1_00_1020491831.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_92_2_1_1_00_1020491831.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_94_0_1_1_00_1020491986.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_94_1_1_1_00_1020491986.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_94_2_1_1_00_1020491986.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_95_0_1_1_00_1020492060.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_95_1_1_1_00_1020492060.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492491_95_2_1_1_00_1020492060.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_04_0_1_1_00_1020495000.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_04_1_1_1_00_1020495000.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_04_2_1_1_00_1020495000.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_06_0_1_1_00_1020495154.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_06_1_1_1_00_1020495154.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_06_2_1_1_00_1020495154.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_07_0_1_1_00_1020495237.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_07_1_1_1_00_1020495237.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_07_2_1_1_00_1020495237.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_08_0_1_1_00_1020495310.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_08_1_1_1_00_1020495310.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_08_2_1_1_00_1020495310.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_09_0_1_1_00_1020498031.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_09_1_1_1_00_1020498031.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_09_2_1_1_00_1020498031.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_10_0_1_1_00_1020498113.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_10_1_1_1_00_1020498113.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_10_2_1_1_00_1020498113.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_11_0_1_1_00_1020498185.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_11_1_1_1_00_1020498185.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_11_2_1_1_00_1020498185.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_12_0_1_1_00_1020503613.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_12_1_1_1_00_1020503613.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_12_2_1_1_00_1020503613.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_15_0_1_1_00_1020492089.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_15_1_1_1_00_1020492089.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_15_2_1_1_00_1020492089.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_16_0_1_1_00_1020495014.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_16_1_1_1_00_1020495014.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_16_2_1_1_00_1020495014.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_17_0_1_1_00_1020495091.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_17_1_1_1_00_1020495091.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_17_2_1_1_00_1020495091.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_18_0_1_1_00_1020495169.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_18_1_1_1_00_1020495169.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_18_2_1_1_00_1020495169.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_19_0_1_1_00_1020495241.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_19_1_1_1_00_1020495241.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_19_2_1_1_00_1020495241.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_21_0_1_1_00_1020498045.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_21_1_1_1_00_1020498045.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_21_2_1_1_00_1020498045.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_22_0_1_1_00_1020498128.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_22_1_1_1_00_1020498128.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_22_2_1_1_00_1020498128.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_23_0_1_1_00_1020498190.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_23_1_1_1_00_1020498190.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_23_2_1_1_00_1020498190.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_24_0_1_1_00_1020503628.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_24_1_1_1_00_1020503628.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_24_2_1_1_00_1020503628.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_27_0_1_1_00_1020492093.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_27_1_1_1_00_1020492093.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_27_2_1_1_00_1020492093.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_28_0_1_1_00_1020495029.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_28_1_1_1_00_1020495029.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_28_2_1_1_00_1020495029.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_29_0_1_1_00_1020495101.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_29_1_1_1_00_1020495101.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_29_2_1_1_00_1020495101.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_30_0_1_1_00_1020495173.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_30_1_1_1_00_1020495173.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_30_2_1_1_00_1020495173.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_31_0_1_1_00_1020495256.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_31_1_1_1_00_1020495256.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_31_2_1_1_00_1020495256.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_32_0_1_1_00_1020495324.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_32_1_1_1_00_1020495324.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_32_2_1_1_00_1020495324.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_33_0_1_1_00_1020498050.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_33_1_1_1_00_1020498050.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_33_2_1_1_00_1020498050.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_34_0_1_1_00_1020498132.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_34_1_1_1_00_1020498132.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_34_2_1_1_00_1020498132.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_35_0_1_1_00_1020498201.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_35_1_1_1_00_1020498201.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_35_2_1_1_00_1020498201.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_36_0_1_1_00_1020503632.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_36_1_1_1_00_1020503632.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_36_2_1_1_00_1020503632.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_39_0_1_1_00_1020492104.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_39_1_1_1_00_1020492104.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_39_2_1_1_00_1020492104.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_40_0_1_1_00_1020495033.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_40_1_1_1_00_1020495033.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_40_2_1_1_00_1020495033.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_41_0_1_1_00_1020495116.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_41_1_1_1_00_1020495116.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_41_2_1_1_00_1020495116.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_42_0_1_1_00_1020495188.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_42_1_1_1_00_1020495188.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_42_2_1_1_00_1020495188.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_43_0_1_1_00_1020495261.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_43_1_1_1_00_1020495261.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_43_2_1_1_00_1020495261.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_44_0_1_1_00_1020495339.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_44_1_1_1_00_1020495339.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_44_2_1_1_00_1020495339.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_45_0_1_1_00_1020498064.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_45_1_1_1_00_1020498064.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_45_2_1_1_00_1020498064.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_46_0_1_1_00_1020498147.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_46_1_1_1_00_1020498147.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_46_2_1_1_00_1020498147.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_47_0_1_1_00_1020498215.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_47_1_1_1_00_1020498215.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_47_2_1_1_00_1020498215.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_48_0_1_1_00_1020503647.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_48_1_1_1_00_1020503647.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_48_2_1_1_00_1020503647.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_51_0_1_1_00_1020492119.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_51_1_1_1_00_1020492119.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_51_2_1_1_00_1020492119.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_52_0_1_1_00_1020495048.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_52_1_1_1_00_1020495048.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_52_2_1_1_00_1020495048.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_54_0_1_1_00_1020495192.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_54_1_1_1_00_1020495192.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_54_2_1_1_00_1020495192.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_55_0_1_1_00_1020495275.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_55_1_1_1_00_1020495275.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_55_2_1_1_00_1020495275.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_56_0_1_1_00_1020497995.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_56_1_1_1_00_1020497995.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_56_2_1_1_00_1020497995.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_57_0_1_1_00_1020498079.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_57_1_1_1_00_1020498079.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_57_2_1_1_00_1020498079.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_58_0_1_1_00_1020498151.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_58_1_1_1_00_1020498151.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_58_2_1_1_00_1020498151.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_59_0_1_1_00_1020498220.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_59_1_1_1_00_1020498220.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_59_2_1_1_00_1020498220.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_63_0_1_1_00_1020492123.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_63_1_1_1_00_1020492123.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_63_2_1_1_00_1020492123.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_64_0_1_1_00_1020495052.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_64_1_1_1_00_1020495052.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_64_2_1_1_00_1020495052.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_65_0_1_1_00_1020495121.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_65_1_1_1_00_1020495121.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_65_2_1_1_00_1020495121.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_66_0_1_1_00_1020495203.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_66_1_1_1_00_1020495203.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_66_2_1_1_00_1020495203.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_67_0_1_1_00_1020495280.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_67_1_1_1_00_1020495280.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_67_2_1_1_00_1020495280.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_68_0_1_1_00_1020498007.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_68_1_1_1_00_1020498007.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_68_2_1_1_00_1020498007.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_69_0_1_1_00_1020498083.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_69_1_1_1_00_1020498083.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_69_2_1_1_00_1020498083.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_70_0_1_1_00_1020498166.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_70_1_1_1_00_1020498166.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_70_2_1_1_00_1020498166.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_71_0_1_1_00_1020503583.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_71_1_1_1_00_1020503583.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_71_2_1_1_00_1020503583.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_75_0_1_1_00_1020492138.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_75_1_1_1_00_1020492138.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_75_2_1_1_00_1020492138.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_76_0_1_1_00_1020495067.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_76_1_1_1_00_1020495067.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_76_2_1_1_00_1020495067.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_77_0_1_1_00_1020495135.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_77_1_1_1_00_1020495135.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_77_2_1_1_00_1020495135.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_78_0_1_1_00_1020495218.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_78_1_1_1_00_1020495218.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_78_2_1_1_00_1020495218.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_79_0_1_1_00_1020495294.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_79_1_1_1_00_1020495294.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_79_2_1_1_00_1020495294.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_80_0_1_1_00_1020498011.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_80_1_1_1_00_1020498011.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_80_2_1_1_00_1020498011.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_81_0_1_1_00_1020498098.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_81_1_1_1_00_1020498098.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_81_2_1_1_00_1020498098.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_83_0_1_1_00_1020503598.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_83_1_1_1_00_1020503598.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_83_2_1_1_00_1020503598.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_87_0_1_1_00_1020492142.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_87_1_1_1_00_1020492142.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_87_2_1_1_00_1020492142.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_88_0_1_1_00_1020495071.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_88_1_1_1_00_1020495071.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_88_2_1_1_00_1020495071.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_89_0_1_1_00_1020495140.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_89_1_1_1_00_1020495140.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_89_2_1_1_00_1020495140.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_90_0_1_1_00_1020495222.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_90_1_1_1_00_1020495222.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_90_2_1_1_00_1020495222.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_91_0_1_1_00_1020495305.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_91_1_1_1_00_1020495305.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_91_2_1_1_00_1020495305.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_92_0_1_1_00_1020498026.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_92_1_1_1_00_1020498026.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_92_2_1_1_00_1020498026.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_93_0_1_1_00_1020498109.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_93_1_1_1_00_1020498109.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_93_2_1_1_00_1020498109.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_94_0_1_1_00_1020498171.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_94_1_1_1_00_1020498171.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_94_2_1_1_00_1020498171.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_95_0_1_1_00_1020503609.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_95_1_1_1_00_1020503609.mzML
mzML_q500_Tumor
MXP500F-0-810112_1020492516_95_2_1_1_00_1020503609.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_04_0_1_1_00_1020488805.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_04_1_1_1_00_1020488805.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_05_0_1_1_00_1020488881.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_05_1_1_1_00_1020488881.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_07_0_1_1_00_1020489033.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_07_1_1_1_00_1020489033.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_08_0_1_1_00_1020491778.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_08_1_1_1_00_1020491778.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_09_0_1_1_00_1020491846.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_09_1_1_1_00_1020491846.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_10_0_1_1_00_1020491929.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_10_1_1_1_00_1020491929.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_12_0_1_1_00_1020492074.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_12_1_1_1_00_1020492074.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_15_0_1_1_00_1020488737.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_15_1_1_1_00_1020488737.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_16_0_1_1_00_1020488810.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_16_1_1_1_00_1020488810.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_17_0_1_1_00_1020488896.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_17_1_1_1_00_1020488896.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_19_0_1_1_00_1020489048.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_19_1_1_1_00_1020489048.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_21_0_1_1_00_1020491851.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_21_1_1_1_00_1020491851.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_22_0_1_1_00_1020491933.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_22_1_1_1_00_1020491933.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_23_0_1_1_00_1020492002.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_23_1_1_1_00_1020492002.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_27_0_1_1_00_1020488741.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_27_1_1_1_00_1020488741.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_28_0_1_1_00_1020488824.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_28_1_1_1_00_1020488824.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_29_0_1_1_00_1020488907.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_29_1_1_1_00_1020488907.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_31_0_1_1_00_1020489052.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_31_1_1_1_00_1020489052.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492486_33_0_1_1_00_1020491865.mzML
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MXP500L-0-81111_1020492486_51_0_1_1_00_1020488761.mzML
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MXP500L-0-81111_1020492486_52_0_1_1_00_1020488843.mzML
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MXP500L-0-81111_1020492486_52_1_1_1_00_1020488843.mzML
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MXP500L-0-81111_1020492486_55_0_1_1_00_1020489071.mzML
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MXP500L-0-81111_1020492486_57_1_1_1_00_1020491884.mzML
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MXP500L-0-81111_1020492486_58_0_1_1_00_1020491967.mzML
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MXP500L-0-81111_1020492486_58_1_1_1_00_1020491967.mzML
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MXP500L-0-81111_1020492486_63_0_1_1_00_1020488775.mzML
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MXP500L-0-81111_1020492486_63_1_1_1_00_1020488775.mzML
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MXP500L-0-81111_1020492486_64_1_1_1_00_1020488858.mzML
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MXP500L-0-81111_1020492486_67_0_1_1_00_1020489086.mzML
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MXP500L-0-81111_1020492486_68_0_1_1_00_1020491812.mzML
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MXP500L-0-81111_1020492486_68_1_1_1_00_1020491812.mzML
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MXP500L-0-81111_1020492486_69_0_1_1_00_1020491899.mzML
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MXP500L-0-81111_1020492486_69_1_1_1_00_1020491899.mzML
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MXP500L-0-81111_1020492486_71_0_1_1_00_1020492041.mzML
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MXP500L-0-81111_1020492486_75_0_1_1_00_1020488780.mzML
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MXP500L-0-81111_1020492486_76_0_1_1_00_1020488862.mzML
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MXP500L-0-81111_1020492486_79_0_1_1_00_1020489091.mzML
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MXP500L-0-81111_1020492486_81_0_1_1_00_1020491900.mzML
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MXP500L-0-81111_1020492486_81_1_1_1_00_1020491900.mzML
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MXP500L-0-81111_1020492486_83_0_1_1_00_1020492055.mzML
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MXP500L-0-81111_1020492486_83_1_1_1_00_1020492055.mzML
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MXP500L-0-81111_1020492486_88_0_1_1_00_1020488877.mzML
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MXP500L-0-81111_1020492486_88_1_1_1_00_1020488877.mzML
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MXP500L-0-81111_1020492486_91_0_1_1_00_1020489101.mzML
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MXP500L-0-81111_1020492486_92_0_1_1_00_1020491831.mzML
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MXP500L-0-81111_1020492486_94_0_1_1_00_1020491986.mzML
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MXP500L-0-81111_1020492501_10_0_1_1_00_1020498113.mzML
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MXP500L-0-81111_1020492501_11_0_1_1_00_1020498185.mzML
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MXP500L-0-81111_1020492501_11_1_1_1_00_1020498185.mzML
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MXP500L-0-81111_1020492501_12_0_1_1_00_1020503613.mzML
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MXP500L-0-81111_1020492501_12_1_1_1_00_1020503613.mzML
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MXP500L-0-81111_1020492501_15_0_1_1_00_1020492089.mzML
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MXP500L-0-81111_1020492501_15_1_1_1_00_1020492089.mzML
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MXP500L-0-81111_1020492501_16_0_1_1_00_1020495014.mzML
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MXP500L-0-81111_1020492501_16_1_1_1_00_1020495014.mzML
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MXP500L-0-81111_1020492501_17_0_1_1_00_1020495091.mzML
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MXP500L-0-81111_1020492501_17_1_1_1_00_1020495091.mzML
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MXP500L-0-81111_1020492501_18_0_1_1_00_1020495169.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_18_1_1_1_00_1020495169.mzML
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MXP500L-0-81111_1020492501_19_0_1_1_00_1020495241.mzML
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MXP500L-0-81111_1020492501_19_1_1_1_00_1020495241.mzML
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MXP500L-0-81111_1020492501_21_0_1_1_00_1020498045.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_21_1_1_1_00_1020498045.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_22_0_1_1_00_1020498128.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_22_1_1_1_00_1020498128.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_23_0_1_1_00_1020498190.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_23_1_1_1_00_1020498190.mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▌         | 165/3150 [11:42<9:13:02, 11.12s/it]
mzML_q500_Tumor
MXP500L-0-81111_1020492501_24_0_1_1_00_1020503628.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_24_1_1_1_00_1020503628.mzML
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MXP500L-0-81111_1020492501_27_0_1_1_00_1020492093.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_27_1_1_1_00_1020492093.mzML
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MXP500L-0-81111_1020492501_28_0_1_1_00_1020495029.mzML
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MXP500L-0-81111_1020492501_28_1_1_1_00_1020495029.mzML
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MXP500L-0-81111_1020492501_29_0_1_1_00_1020495101.mzML
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MXP500L-0-81111_1020492501_29_1_1_1_00_1020495101.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_30_0_1_1_00_1020495173.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_30_1_1_1_00_1020495173.mzML
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MXP500L-0-81111_1020492501_31_0_1_1_00_1020495256.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_31_1_1_1_00_1020495256.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_32_0_1_1_00_1020495324.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_32_1_1_1_00_1020495324.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_33_0_1_1_00_1020498050.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_33_1_1_1_00_1020498050.mzML
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MXP500L-0-81111_1020492501_34_0_1_1_00_1020498132.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_34_1_1_1_00_1020498132.mzML
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MXP500L-0-81111_1020492501_35_0_1_1_00_1020498201.mzML
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MXP500L-0-81111_1020492501_35_1_1_1_00_1020498201.mzML
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MXP500L-0-81111_1020492501_36_0_1_1_00_1020503632.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_36_1_1_1_00_1020503632.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_39_0_1_1_00_1020492104.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_39_1_1_1_00_1020492104.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_40_0_1_1_00_1020495033.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_40_1_1_1_00_1020495033.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_41_0_1_1_00_1020495116.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_41_1_1_1_00_1020495116.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_42_0_1_1_00_1020495188.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_42_1_1_1_00_1020495188.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_43_0_1_1_00_1020495261.mzML
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MXP500L-0-81111_1020492501_43_1_1_1_00_1020495261.mzML
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MXP500L-0-81111_1020492501_44_0_1_1_00_1020495339.mzML
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MXP500L-0-81111_1020492501_44_1_1_1_00_1020495339.mzML
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MXP500L-0-81111_1020492501_45_0_1_1_00_1020498064.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_45_1_1_1_00_1020498064.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_46_0_1_1_00_1020498147.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_46_1_1_1_00_1020498147.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_47_0_1_1_00_1020498215.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_47_1_1_1_00_1020498215.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_48_0_1_1_00_1020503647.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_48_1_1_1_00_1020503647.mzML
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MXP500L-0-81111_1020492501_51_0_1_1_00_1020492119.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_51_1_1_1_00_1020492119.mzML
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MXP500L-0-81111_1020492501_52_0_1_1_00_1020495048.mzML
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MXP500L-0-81111_1020492501_52_1_1_1_00_1020495048.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_54_0_1_1_00_1020495192.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_54_1_1_1_00_1020495192.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_55_0_1_1_00_1020495275.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_55_1_1_1_00_1020495275.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_56_0_1_1_00_1020497995.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_56_1_1_1_00_1020497995.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_57_0_1_1_00_1020498079.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_57_1_1_1_00_1020498079.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_58_0_1_1_00_1020498151.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_58_1_1_1_00_1020498151.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_59_0_1_1_00_1020498220.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_59_1_1_1_00_1020498220.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_63_0_1_1_00_1020492123.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_63_1_1_1_00_1020492123.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_64_0_1_1_00_1020495052.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_64_1_1_1_00_1020495052.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_65_0_1_1_00_1020495121.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_65_1_1_1_00_1020495121.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_66_0_1_1_00_1020495203.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_66_1_1_1_00_1020495203.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_67_0_1_1_00_1020495280.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_67_1_1_1_00_1020495280.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_68_0_1_1_00_1020498007.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_68_1_1_1_00_1020498007.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_69_0_1_1_00_1020498083.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_69_1_1_1_00_1020498083.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_70_0_1_1_00_1020498166.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_70_1_1_1_00_1020498166.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_71_0_1_1_00_1020503583.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_71_1_1_1_00_1020503583.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_75_0_1_1_00_1020492138.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_75_1_1_1_00_1020492138.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_76_0_1_1_00_1020495067.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_76_1_1_1_00_1020495067.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_77_0_1_1_00_1020495135.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_77_1_1_1_00_1020495135.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_78_0_1_1_00_1020495218.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_78_1_1_1_00_1020495218.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_79_0_1_1_00_1020495294.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_79_1_1_1_00_1020495294.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_80_0_1_1_00_1020498011.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_80_1_1_1_00_1020498011.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_81_0_1_1_00_1020498098.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_81_1_1_1_00_1020498098.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_83_0_1_1_00_1020503598.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_83_1_1_1_00_1020503598.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_87_0_1_1_00_1020492142.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_87_1_1_1_00_1020492142.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_88_0_1_1_00_1020495071.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_88_1_1_1_00_1020495071.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_89_0_1_1_00_1020495140.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_89_1_1_1_00_1020495140.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_90_0_1_1_00_1020495222.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_90_1_1_1_00_1020495222.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_91_0_1_1_00_1020495305.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_91_1_1_1_00_1020495305.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_92_0_1_1_00_1020498026.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_92_1_1_1_00_1020498026.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_93_0_1_1_00_1020498109.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_93_1_1_1_00_1020498109.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_94_0_1_1_00_1020498171.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_94_1_1_1_00_1020498171.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_95_0_1_1_00_1020503609.mzML
mzML_q500_Tumor
MXP500L-0-81111_1020492501_95_1_1_1_00_1020503609.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1488 rows!
Extracted information for 1488 samples.
Processing  ST002573
No raw data detected. Ignoring ST002573
Processing  ST000494
No raw data detected. Ignoring ST000494
Processing  ST002637
Initiating REDU-table generation for AN004309
Rest length is 68/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▌         | 168/3150 [11:45<5:41:06,  6.86s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▌         | 169/3150 [11:49<5:13:59,  6.32s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▌         | 170/3150 [11:56<5:25:50,  6.56s/it]
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217015207.raw
90218015207.raw
90222015207.raw
90223015207.raw
90225015207.raw
90227015207.raw
90229015207.raw
90232015207.raw
90237015207.raw
90239015207.raw
90245015207.raw
90248015207.raw
90251015207.raw
90252015207.raw
90254015207.raw
90258015207.raw
90259015207.raw
90265015207.raw
90266015207.raw
90267015207.raw
90280015207.raw
90281015207.raw
90283015207.raw
90289015207.raw
90292015207.raw
90410015207.raw
90412015207.raw
90416015207.raw
90420015207.raw
90421015207.raw
90422015207.raw
90423015207.raw
90426015207.raw
90430015207.raw
90439015207.raw
90441015207.raw
90444015207.raw
90449015207.raw
90450015207.raw
90559015207.raw
90560015207.raw
90564015207.raw
90567015207.raw
90571015207.raw
90576015207.raw
90578015207.raw
90581015207.raw
90585015207.raw
90587015207.raw
IPE_Reference_Hippocampus.raw
IPE_Reference_Hippocampus02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Hippocampus.raw
SED_Reference_Hippocampus02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 68 rows!
Extracted information for 68 samples.
Processing  ST003088
Initiating REDU-table generation for AN005050
Rest length is 41
raw file key found.
Initiating REDU-table generation for AN005051
Rest length is 41
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20220527_QEF1_HILIC_MIAshortRepeat_BP976.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP977.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP978.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP979.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP980.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP981.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP982.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP983.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP984.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP986.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP987.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP988.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP989.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP990.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP991.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP992.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP993.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP994.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP995.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP996.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP997.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP998.raw
20220527_QEF1_HILIC_MIAshortRepeat_BP999.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1016.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1017.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1018.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1019.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1020.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1021.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1022.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1023.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1024.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1028.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1029.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1030.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1031.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1032.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1033.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1034.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1035.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1036.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 41 rows!
Extracted information for 41 samples.
Processing  ST001990
Initiating REDU-table generation for AN003242
Rest length is 35
raw file key found.
Initiating REDU-table generation for AN003243
Rest length is 35
raw file key found.
Initiating REDU-table generation for AN003244
Rest length is 35
raw file key found.
Initiating REDU-table generation for AN003245
Rest length is 35
raw file key found.
Initiating REDU-table generation for AN003246
Rest length is 35
raw file key found.
Initiating REDU-table generation for AN003247
Rest length is 35
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov2
CatM_Bov2_1.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov2
CatM_Bov2_2.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov2
CatM_Bov2_3.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov2
CatM_Bov2_4.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov2
CatM_Bov2_5.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov3
CatM_Bov3_1.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov3
CatM_Bov3_2.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov3
CatM_Bov3_3.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov3
CatM_Bov3_4.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Bov3
CatM_Bov3_5.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Cons
CatM_Cons_1.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Cons
CatM_Cons_2.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Cons
CatM_Cons_3.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Cons
CatM_Cons_4.cdf
MetabolomicsFullData
CatM
Metabolomics_MS_RawData
GC-MS
CatM_Cons
CatM_Cons_5.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS
CatS_1.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS
CatS_2.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS
CatS_3.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS
CatS_4.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS
CatS_5.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov2
CatS_Bov2_1.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov2
CatS_Bov2_2.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov2
CatS_Bov2_3.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov2
CatS_Bov2_4.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov2
CatS_Bov2_5.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov3
CatS_Bov3_1.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov3
CatS_Bov3_2.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov3
CatS_Bov3_3.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov3
CatS_Bov3_4.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Bov3
CatS_Bov3_5.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Cons
CatS_Cons_1.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Cons
CatS_Cons_2.cdf
MetabolomicsFullData
CatS
Metabolomics_MS_RawData
GC-MS
CatS_Cons
CatS_Cons_3.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 33 rows!
Extracted information for 33 samples.
Processing  ST001325
No raw data detected. Ignoring ST001325
Processing  ST000747
No raw data detected. Ignoring ST000747
Processing  ST001769
Initiating REDU-table generation for AN002876
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20201027_QEF1_HILIC_ROS_K562_BP445.raw
20201027_QEF1_HILIC_ROS_K562_BP446.raw
20201027_QEF1_HILIC_ROS_K562_BP447.raw
20201027_QEF1_HILIC_ROS_K562_BP448.raw
20201027_QEF1_HILIC_ROS_K562_BP449.raw
20201027_QEF1_HILIC_ROS_K562_BP450.raw
20201027_QEF1_HILIC_ROS_K562_BP451.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  5%|▌         | 173/3150 [12:00<3:26:47,  4.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 177/3150 [12:03<2:07:02,  2.56s/it]
20201027_QEF1_HILIC_ROS_K562_BP452.raw
20201027_QEF1_HILIC_ROS_K562_BP453.raw
20201027_QEF1_HILIC_ROS_K562_BP454.raw
20201027_QEF1_HILIC_ROS_K562_BP455.raw
20201027_QEF1_HILIC_ROS_K562_BP456.raw
20201027_QEF1_HILIC_ROS_K562_BP457_pool1x.raw
20201027_QEF1_HILIC_ROS_K562_BP457_pool1x_a.raw
20201027_QEF1_HILIC_ROS_K562_BP457_pool1x_b.raw
20201027_QEF1_HILIC_ROS_K562_BP458_pool03x.raw
20201027_QEF1_HILIC_ROS_K562_BP459_pool01x.raw
20201027_QEF1_HILIC_ROS_K562_BP459_pool01x_a.raw
20201027_QEF1_HILIC_ROS_K562_BP_blank_end1.raw
20201027_QEF1_HILIC_ROS_K562_BP_blank_end2.raw
20201027_QEF1_HILIC_ROS_K562_BP_blank_strt1.raw
20201027_QEF1_HILIC_ROS_K562_BP_blank_strt2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST000699
No raw data detected. Ignoring ST000699
Processing  ST000800
No raw data detected. Ignoring ST000800
Processing  ST001098
No raw data detected. Ignoring ST001098
Processing  ST001760
Initiating REDU-table generation for AN002867
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200716_QEF1_HILIC_mouse_kidney_AW130.raw
20200716_QEF1_HILIC_mouse_kidney_AW131.raw
20200716_QEF1_HILIC_mouse_kidney_AW132.raw
20200716_QEF1_HILIC_mouse_kidney_AW133.raw
20200716_QEF1_HILIC_mouse_kidney_AW134.raw
20200716_QEF1_HILIC_mouse_kidney_AW135.raw
20200716_QEF1_HILIC_mouse_kidney_AW136.raw
20200716_QEF1_HILIC_mouse_kidney_AW137.raw
20200716_QEF1_HILIC_mouse_kidney_AW138.raw
20200716_QEF1_HILIC_mouse_kidney_AW139.raw
20200716_QEF1_HILIC_mouse_kidney_AW140.raw
20200716_QEF1_HILIC_mouse_kidney_AW141.raw
20200716_QEF1_HILIC_mouse_kidney_AW142_pool_1x.raw
20200716_QEF1_HILIC_mouse_kidney_AW142_pool_1x_a.raw
20200716_QEF1_HILIC_mouse_kidney_AW142_pool_1x_b.raw
20200716_QEF1_HILIC_mouse_kidney_AW143_pool_01x.raw
20200716_QEF1_HILIC_mouse_kidney_AW143_pool_01x_a.raw
20200716_QEF1_HILIC_mouse_kidney_AW144_pool_03x.raw
20200716_QEF1_HILIC_mouse_kidney_AW144_pool_03x_a.raw
20200716_QEF1_HILIC_mouse_kidney_blank1.raw
20200716_QEF1_HILIC_mouse_kidney_blank_end1.raw
20200716_QEF1_HILIC_mouse_kidney_blank_end2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST003587
Initiating REDU-table generation for AN005891
Rest length is 150
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS Data Converted MZML
OFAOFMS001.mzML
MS Data Converted MZML
OFAOFMS002.mzML
MS Data Converted MZML
OFAOFMS004.mzML
MS Data Converted MZML
OFAOFMS005.mzML
MS Data Converted MZML
OFAOFMS008.mzML
MS Data Converted MZML
OFAOFMS009.mzML
MS Data Converted MZML
OFAOFMS010.mzML
MS Data Converted MZML
OFAOFMS011.mzML
MS Data Converted MZML
OFAOFMS012.mzML
MS Data Converted MZML
OFAOFMS013.mzML
MS Data Converted MZML
OFAOFMS014.mzML
MS Data Converted MZML
OFAOFMS015.mzML
MS Data Converted MZML
OFAOFMS016.mzML
MS Data Converted MZML
OFAOFMS017.mzML
MS Data Converted MZML
OFAOFMS018.mzML
MS Data Converted MZML
OFAOFMS019.mzML
MS Data Converted MZML
OFAOFMS020.mzML
MS Data Converted MZML
OFAOFMS021.mzML
MS Data Converted MZML
OFAOFMS022.mzML
MS Data Converted MZML
OFAOFMS023.mzML
MS Data Converted MZML
OFAOFMS024.mzML
MS Data Converted MZML
OFAOFMS025.mzML
MS Data Converted MZML
OFAOFMS026.mzML
MS Data Converted MZML
OFAOFMS027.mzML
MS Data Converted MZML
OFAOFMS028.mzML
MS Data Converted MZML
OFAOFMS029.mzML
MS Data Converted MZML
OFAOFMS030.mzML
MS Data Converted MZML
OFAOFMS031.mzML
MS Data Converted MZML
OFAOFMS032.mzML
MS Data Converted MZML
OFAOFMS033.mzML
MS Data Converted MZML
OFAOFMS034.mzML
MS Data Converted MZML
OFAOFMS035.mzML
MS Data Converted MZML
OFAOFMS036.mzML
MS Data Converted MZML
OFAOFMS037.mzML
MS Data Converted MZML
OFAOFMS039.mzML
MS Data Converted MZML
OFAOFMS040.mzML
MS Data Converted MZML
OFAOFMS041.mzML
MS Data Converted MZML
OFAOFMS042.mzML
MS Data Converted MZML
OFAOFMS043.mzML
MS Data Converted MZML
OFAOFMS044.mzML
MS Data Converted MZML
OFAOFMS045.mzML
MS Data Converted MZML
OFAOFMS046.mzML
MS Data Converted MZML
OFAOFMS047.mzML
MS Data Converted MZML
OFAOFMS048.mzML
MS Data Converted MZML
OFAOFMS049.mzML
MS Data Converted MZML
OFAOFMS050.mzML
MS Data Converted MZML
OFAOFMS052.mzML
MS Data Converted MZML
OFAOFMS053.mzML
MS Data Converted MZML
OFAOFMS054.mzML
MS Data Converted MZML
OFAOFMS055.mzML
MS Data Converted MZML
OFAOFMS056.mzML
MS Data Converted MZML
OFAOFMS057.mzML
MS Data Converted MZML
OFAOFMS058.mzML
MS Data Converted MZML
OFAOFMS059.mzML
MS Data Converted MZML
OFAOFMS060.mzML
MS Data Converted MZML
OFAOFMS061.mzML
MS Data Converted MZML
OFAOFMS062.mzML
MS Data Converted MZML
OFAOFMS064.mzML
MS Data Converted MZML
OFAOFMS065.mzML
MS Data Converted MZML
OFAOFMS067.mzML
MS Data Converted MZML
OFAOFMS069.mzML
MS Data Converted MZML
OFAOFMS072.mzML
MS Data Converted MZML
OFAOFMS073.mzML
MS Data Converted MZML
OFAOFMS074.mzML
MS Data Converted MZML
OFAOFMS075.mzML
MS Data Converted MZML
OFAOFMS077.mzML
MS Data Converted MZML
OFAOFMS078.mzML
MS Data Converted MZML
OFAOFMS080.mzML
MS Data Converted MZML
OFAOFMS082.mzML
MS Data Converted MZML
OFAOFMS083.mzML
MS Data Converted MZML
OFAOFMS084.mzML
MS Data Converted MZML
OFAOFMS085.mzML
MS Data Converted MZML
OFAOFMS087.mzML
MS Data Converted MZML
OFAOFMS088.mzML
MS Data Converted MZML
OFAOFMS089.mzML
MS Data Converted MZML
OFAOFMS090.mzML
MS Data Converted MZML
OFAOFMS091.mzML
MS Data Converted MZML
OFAOFMS092.mzML
MS Data Converted MZML
OFAOFMS093.mzML
MS Data Converted MZML
OFAOFMS094.mzML
MS Data Converted MZML
OFAOFMS095.mzML
MS Data Converted MZML
OFAOFMS096.mzML
MS Data Converted MZML
OFAOFMS098.mzML
MS Data Converted MZML
OFAOFMS100.mzML
MS Data Converted MZML
OFAOFMS101.mzML
MS Data Converted MZML
OFAOFMS102.mzML
MS Data Converted MZML
OFAOFMS103.mzML
MS Data Converted MZML
OFAOFMS104.mzML
MS Data Converted MZML
OFAOFMS105.mzML
MS Data Converted MZML
OFAOFMS106.mzML
MS Data Converted MZML
OFAOFMS108.mzML
MS Data Converted MZML
OFAOFMS109.mzML
MS Data Converted MZML
OFAOFMS113.mzML
MS Data Converted MZML
OFAOFMS114.mzML
MS Data Converted MZML
OFAOFMS115.mzML
MS Data Converted MZML
OFAOFMS116.mzML
MS Data Converted MZML
OFAOFMS117.mzML
MS Data Converted MZML
OFAOFMS118.mzML
MS Data Converted MZML
OFAOFMS119.mzML
MS Data Converted MZML
OFAOFMS120.mzML
MS Data Converted MZML
OFAOFMS121.mzML
MS Data Converted MZML
OFAOFMS122.mzML
MS Data Converted MZML
OFAOFMS123.mzML
MS Data Converted MZML
OFAOFMS124.mzML
MS Data Converted MZML
OFAOFMS125.mzML
MS Data Converted MZML
OFAOFMS126.mzML
MS Data Converted MZML
OFAOFMS127.mzML
MS Data Converted MZML
OFAOFMS128.mzML
MS Data Converted MZML
OFAOFMS129.mzML
MS Data Converted MZML
OFAOFMS130.mzML
MS Data Converted MZML
OFAOFMS131.mzML
MS Data Converted MZML
OFAOFMS132.mzML
MS Data Converted MZML
OFAOFMS133.mzML
MS Data Converted MZML
OFAOFMS134.mzML
MS Data Converted MZML
OFAOFMS135.mzML
MS Data Converted MZML
OFAOFMS136.mzML
MS Data Converted MZML
OFAOFMS138.mzML
MS Data Converted MZML
OFAOFMS139.mzML
MS Data Converted MZML
OFAOFMS140.mzML
MS Data Converted MZML
OFAOFMS141.mzML
MS Data Converted MZML
OFAOFMS142.mzML
MS Data Converted MZML
OFAOFMS143.mzML
MS Data Converted MZML
OFAOFMS144.mzML
MS Data Converted MZML
OFAOFMS145.mzML
MS Data Converted MZML
OFAOFMS146.mzML
MS Data Converted MZML
OFAOFMS148.mzML
MS Data Converted MZML
OFAOFMS149.mzML
MS Data Converted MZML
OFAOFMS150.mzML
MS Data Converted MZML
OFAOFMS151.mzML
MS Data Converted MZML
OFAOFMS152.mzML
MS Data Converted MZML
OFAOFMS153.mzML
MS Data Converted MZML
OFAOFMS154.mzML
MS Data Converted MZML
OFAOFMS155.mzML
MS Data Converted MZML
OFAOFMS156.mzML
MS Data Converted MZML
OFAOFMS157.mzML
MS Data Converted MZML
OFAOFMS159.mzML
MS Data Converted MZML
OFAOFMS160.mzML
MS Data Converted MZML
OFAOFMS161.mzML
MS Data Converted MZML
OFAOFMS162.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 178/3150 [12:07<2:20:41,  2.84s/it]
MS Data Converted MZML
OFAOFMS164.mzML
MS Data Converted MZML
OFAOFMS165.mzML
MS Data Converted MZML
OFAOFMS166.mzML
MS Data Converted MZML
OFAOFMS167.mzML
MS Data Converted MZML
OFAOFMS169.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 144 rows!
Extracted information for 144 samples.
Processing  ST002411
Initiating REDU-table generation for AN003930
Rest length is 331
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CSHneg_020621_1411.raw
CSHneg_020621_1412.raw
CSHneg_020621_1413.raw
CSHneg_020621_1414.raw
CSHneg_020621_1415.raw
CSHneg_020621_1416.raw
CSHneg_020621_1417.raw
CSHneg_020621_1418.raw
CSHneg_020621_1419.raw
CSHneg_020621_1420.raw
CSHneg_020621_1421.raw
CSHneg_020621_1422.raw
CSHneg_020621_1423.raw
CSHneg_020621_1424.raw
CSHneg_020621_1425.raw
CSHneg_020621_1426.raw
CSHneg_020621_1427.raw
CSHneg_020621_1428.raw
CSHneg_020621_1429.raw
CSHneg_020621_1430.raw
CSHneg_020621_1431.raw
CSHneg_020621_1432.raw
CSHneg_020621_1433.raw
CSHneg_020621_1434.raw
CSHneg_020621_1435.raw
CSHneg_020621_1436.raw
CSHneg_020621_1437.raw
CSHneg_020621_1438.raw
CSHneg_020621_1439.raw
CSHneg_020621_1440.raw
CSHneg_020621_1441.raw
CSHneg_020621_1442.raw
CSHneg_020621_1443.raw
CSHneg_020621_1444.raw
CSHneg_020621_1445.raw
CSHneg_020621_1446.raw
CSHneg_020621_1447.raw
CSHneg_020621_1448.raw
CSHneg_020621_1449.raw
CSHneg_020621_1450.raw
CSHneg_020621_1451.raw
CSHneg_020621_1452.raw
CSHneg_020621_1453.raw
CSHneg_020621_1454.raw
CSHneg_020621_1455.raw
CSHneg_020621_1456.raw
CSHneg_020621_1457.raw
CSHneg_020621_1458.raw
CSHneg_020621_1459.raw
CSHneg_020621_1460.raw
CSHneg_020621_1461.raw
CSHneg_020621_1462.raw
CSHneg_020621_1463.raw
CSHneg_020621_1464.raw
CSHneg_020621_1465.raw
CSHneg_020621_1466.raw
CSHneg_020621_1467.raw
CSHneg_020621_1468.raw
CSHneg_020621_1469.raw
CSHneg_020621_1470.raw
CSHneg_020621_1471.raw
CSHneg_020621_1473.raw
CSHneg_020621_1474.raw
CSHneg_020621_1475.raw
CSHneg_020621_1476.raw
CSHneg_020621_1477.raw
CSHneg_020621_1478.raw
CSHneg_020621_1479.raw
CSHneg_020621_1480.raw
CSHneg_020621_1481.raw
CSHneg_020621_1482.raw
CSHneg_020621_1483.raw
CSHneg_020621_1484.raw
CSHneg_020621_1485.raw
CSHneg_020621_1486.raw
CSHneg_020621_1487.raw
CSHneg_020621_1488.raw
CSHneg_020621_1489.raw
CSHneg_020621_1490.raw
CSHneg_020621_1491.raw
CSHneg_020621_1492.raw
CSHneg_020621_1493.raw
CSHneg_020621_1494.raw
CSHneg_020621_1495.raw
CSHneg_020621_1496.raw
CSHneg_020621_1497.raw
CSHneg_020621_1498.raw
CSHneg_020621_1499.raw
CSHneg_020621_1500.raw
CSHneg_020621_1501.raw
CSHneg_020621_1502.raw
CSHneg_020621_1503.raw
CSHneg_020621_1504.raw
CSHneg_020621_1505.raw
CSHneg_020621_1506.raw
CSHneg_020621_1507.raw
CSHneg_020621_1508.raw
CSHneg_020621_1509.raw
CSHneg_020621_1510.raw
CSHneg_020621_1511.raw
CSHneg_020621_1512.raw
CSHneg_020621_1513.raw
CSHneg_020621_1514.raw
CSHneg_020621_1515.raw
CSHneg_020621_1516.raw
CSHneg_020621_1517.raw
CSHneg_020621_1518.raw
CSHneg_020621_1519.raw
CSHneg_020621_1520.raw
CSHneg_020621_1521.raw
CSHneg_020621_1522.raw
CSHneg_020621_1523.raw
CSHneg_020621_1524.raw
CSHneg_020621_1525.raw
CSHneg_020621_1526.raw
CSHneg_020621_1527.raw
CSHneg_020621_1528.raw
CSHneg_020621_1529.raw
CSHneg_020621_1530.raw
CSHneg_020621_1531.raw
CSHneg_020621_1532.raw
CSHneg_020621_1533.raw
CSHneg_020621_1534.raw
CSHneg_020621_1535.raw
CSHneg_020621_1536.raw
CSHneg_020621_1537.raw
CSHneg_020621_1538.raw
CSHneg_020621_1539.raw
CSHneg_020621_1540.raw
CSHneg_020621_1541.raw
CSHneg_020621_1542.raw
CSHneg_020621_1543.raw
CSHneg_020621_1544.raw
CSHneg_020621_1545.raw
CSHneg_020621_1546.raw
CSHneg_020621_1547.raw
CSHneg_020621_1548.raw
CSHneg_020621_1550.raw
CSHneg_020621_1551.raw
CSHneg_020621_1552.raw
CSHneg_020621_1553.raw
CSHneg_020621_1554.raw
CSHneg_020621_1555.raw
CSHneg_020621_1556.raw
CSHneg_020621_1557.raw
CSHneg_020621_1558.raw
CSHneg_020621_1559.raw
CSHneg_020621_1560.raw
CSHneg_020621_1561.raw
CSHneg_020621_1562.raw
CSHneg_020621_1563.raw
CSHneg_020621_1897.raw
CSHneg_020621_1898.raw
CSHneg_020621_1899.raw
CSHneg_020621_1900.raw
CSHneg_020621_1901.raw
CSHneg_020621_1902.raw
CSHneg_020621_1903.raw
CSHneg_020621_1904.raw
CSHneg_020621_1905.raw
CSHneg_020621_1906.raw
CSHneg_020621_1907.raw
CSHneg_020621_1908.raw
CSHneg_020621_1909.raw
CSHneg_020621_1910.raw
CSHneg_020621_1911.raw
CSHneg_020621_1912.raw
CSHneg_020621_1913.raw
CSHneg_020621_1914.raw
CSHneg_020621_1915.raw
CSHneg_020621_1916.raw
CSHneg_020621_1917.raw
CSHneg_020621_1918.raw
CSHneg_020621_1919.raw
CSHneg_020621_1920.raw
CSHneg_020621_1921.raw
CSHneg_020621_1922.raw
CSHneg_020621_1923.raw
CSHneg_020621_1924.raw
CSHneg_020621_1925.raw
CSHneg_020621_1926.raw
CSHneg_020621_1927.raw
CSHneg_020621_1928.raw
CSHneg_020621_1929.raw
CSHneg_020621_1930.raw
CSHneg_020621_1931.raw
CSHneg_020621_1932.raw
CSHneg_020621_1933.raw
CSHneg_020621_1934.raw
CSHneg_020621_1935.raw
CSHneg_020621_1936.raw
CSHneg_020621_1937.raw
CSHneg_020621_1938.raw
CSHneg_020621_1939.raw
CSHneg_020621_1940.raw
CSHneg_020621_1941.raw
CSHneg_020621_1942.raw
CSHneg_020621_1943.raw
CSHneg_020621_1944.raw
CSHneg_020621_1945.raw
CSHneg_020621_1946.raw
CSHneg_020621_1947.raw
CSHneg_020621_1948.raw
CSHneg_020621_1949.raw
CSHneg_020621_1950.raw
CSHneg_020621_1951.raw
CSHneg_020621_1952.raw
CSHneg_020621_1953.raw
CSHneg_020621_1954.raw
CSHneg_020621_1955.raw
CSHneg_020621_1956.raw
CSHneg_020621_1957.raw
CSHneg_020621_1958.raw
CSHneg_020621_1959.raw
CSHneg_020621_1960.raw
CSHneg_020621_1961.raw
CSHneg_020621_1962.raw
CSHneg_020621_1963.raw
CSHneg_020621_1964.raw
CSHneg_020621_1965.raw
CSHneg_020621_1966.raw
CSHneg_020621_1967.raw
CSHneg_020621_1968.raw
CSHneg_020621_1969.raw
CSHneg_020621_1970.raw
CSHneg_020621_1971.raw
CSHneg_020621_1972.raw
CSHneg_020621_1973.raw
CSHneg_020621_1974.raw
CSHneg_020621_1975.raw
CSHneg_020621_1976.raw
CSHneg_020621_1977.raw
CSHneg_020621_1978.raw
CSHneg_020621_1979.raw
CSHneg_020621_1980.raw
CSHneg_020621_1981.raw
CSHneg_020621_1982.raw
CSHneg_020621_1983.raw
CSHneg_020621_1984.raw
CSHneg_020621_1985.raw
CSHneg_020621_1986.raw
CSHneg_020621_1987.raw
CSHneg_020621_1988.raw
CSHneg_020621_1989.raw
CSHneg_020621_1990.raw
CSHneg_020621_1991.raw
CSHneg_020621_1992.raw
CSHneg_020621_1993.raw
CSHneg_020621_1994.raw
CSHneg_020621_1995.raw
CSHneg_020621_1996.raw
CSHneg_020621_1997.raw
CSHneg_020621_1998.raw
CSHneg_020621_1999.raw
CSHneg_020621_2000.raw
CSHneg_020621_2001.raw
CSHneg_020621_2002.raw
CSHneg_020621_2003.raw
CSHneg_020621_2004.raw
CSHneg_020621_2005.raw
CSHneg_020621_2006.raw
CSHneg_020621_2007.raw
CSHneg_020621_2008.raw
CSHneg_020621_2009.raw
CSHneg_020621_2010.raw
CSHneg_020621_2011.raw
CSHneg_020621_2012.raw
CSHneg_020621_2013.raw
CSHneg_020621_2014.raw
CSHneg_020621_2015.raw
CSHneg_020621_2016.raw
CSHneg_020621_2017.raw
CSHneg_020621_2018.raw
CSHneg_020621_2019.raw
CSHneg_020621_2126.raw
CSHneg_020621_2127.raw
CSHneg_020621_2128.raw
CSHneg_020621_2129.raw
CSHneg_020621_2130.raw
CSHneg_020621_2131.raw
CSHneg_020621_2133.raw
CSHneg_020621_2134.raw
CSHneg_020621_2135.raw
CSHneg_020621_2136.raw
CSHneg_020621_2137.raw
CSHneg_020621_2150.raw
CSHneg_020621_2151.raw
CSHneg_020621_2159.raw
CSHneg_020621_2161.raw
CSHneg_020621_2162.raw
CSHneg_020621_2164.raw
CSHneg_020621_2165.raw
CSHneg_020621_2166.raw
CSHneg_020621_2167.raw
CSHneg_020621_2168.raw
CSHneg_020621_2169.raw
CSHneg_020621_2170.raw
CSHneg_020621_2171.raw
CSHneg_020621_2172.raw
CSHneg_020621_2173.raw
CSHneg_020621_2174.raw
CSHneg_020621_2175.raw
CSHneg_020621_2176.raw
CSHneg_020621_2177.raw
CSHneg_020621_2178.raw
CSHneg_020621_2179.raw
CSHneg_020621_2180.raw
CSHneg_020621_2181.raw
CSHneg_020621_2195.raw
CSHneg_020621_2196.raw
CSHneg_020621_2197.raw
CSHneg_020621_2198.raw
CSHneg_020621_2199.raw
CSHneg_020621_2200.raw
CSHneg_020621_2201.raw
CSHneg_020621_2475.raw
CSHneg_020621_2476.raw
CSHneg_020621_2477.raw
CSHneg_020621_2478.raw
CSHneg_020621_2479.raw
CSHneg_020621_2480.raw
CSHneg_020621_2481.raw
CSHneg_020621_2482.raw
CSHneg_020621_2483.raw
CSHneg_020621_2484.raw
CSHneg_020621_2556.raw
CSHneg_020621_2557.raw
CSHneg_020621_2558.raw
CSHneg_020621_2559.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 179/3150 [12:12<2:32:26,  3.08s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 180/3150 [12:14<2:27:02,  2.97s/it]
CSHneg_020621_2560.raw
CSHneg_020621_2561.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 331 rows!
Extracted information for 331 samples.
Processing  ST001344
Initiating REDU-table generation for AN002238
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (1).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (10).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (11).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (12).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (13).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (14).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (15).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (16).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (17).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (18).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (19).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (2).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (20).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (21).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (22).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (23).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (24).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (25).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (26).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (27).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (28).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (29).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (3).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (30).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (31).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (32).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (33).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (34).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (35).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (36).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (37).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (38).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (39).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (4).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (40).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (41).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (42).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (43).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (44).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (45).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (46).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (47).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (48).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (5).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (6).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (7).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (8).mzML
211015_mwtab_MyD88TLR_Raw
Sample_Method1 (9).mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST000896
No raw data detected. Ignoring ST000896
Processing  ST002038
Initiating REDU-table generation for AN003315
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  31%|███       | 18/58 [00:00<00:00, 175.39it/s]

Mapping potential matches:  62%|██████▏   | 36/58 [00:00<00:00, 176.00it/s]

Mapping potential matches:  93%|█████████▎| 54/58 [00:00<00:00, 170.07it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 171.19it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003316
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  31%|███       | 18/58 [00:00<00:00, 173.04it/s]

Mapping potential matches:  64%|██████▍   | 37/58 [00:00<00:00, 177.58it/s]

Mapping potential matches:  97%|█████████▋| 56/58 [00:00<00:00, 179.62it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 178.58it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 182/3150 [12:19<2:13:04,  2.69s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Duodenum_Data
AM9 Negative
AM9-10_r13-.raw
Duodenum_Data
AM9 Negative
AM9-11_r36-.raw
Duodenum_Data
AM9 Negative
AM9-12_r8-.raw
Duodenum_Data
AM9 Negative
AM9-13_r3-.raw
Duodenum_Data
AM9 Negative
AM9-14_r17-.raw
Duodenum_Data
AM9 Negative
AM9-15_r10-.raw
Duodenum_Data
AM9 Negative
AM9-16_r48-.raw
Duodenum_Data
AM9 Negative
AM9-17_r43-.raw
Duodenum_Data
AM9 Negative
AM9-18_r57-.raw
Duodenum_Data
AM9 Negative
AM9-19_r37-.raw
Duodenum_Data
AM9 Negative
AM9-1_r9-.raw
Duodenum_Data
AM9 Negative
AM9-20_r20-.raw
Duodenum_Data
AM9 Negative
AM9-21_r28-.raw
Duodenum_Data
AM9 Negative
AM9-22_r45-.raw
Duodenum_Data
AM9 Negative
AM9-23_r21-.raw
Duodenum_Data
AM9 Negative
AM9-24_r42-.raw
Duodenum_Data
AM9 Negative
AM9-25_r23-.raw
Duodenum_Data
AM9 Negative
AM9-26_r16-.raw
Duodenum_Data
AM9 Negative
AM9-27_r29-.raw
Duodenum_Data
AM9 Negative
AM9-28_r11-.raw
Duodenum_Data
AM9 Negative
AM9-29_r34-.raw
Duodenum_Data
AM9 Negative
AM9-2_r53-.raw
Duodenum_Data
AM9 Negative
AM9-30_r15-.raw
Duodenum_Data
AM9 Negative
AM9-31_r26-.raw
Duodenum_Data
AM9 Negative
AM9-32_r52-.raw
Duodenum_Data
AM9 Negative
AM9-33_r40-.raw
Duodenum_Data
AM9 Negative
AM9-34_r18-.raw
Duodenum_Data
AM9 Negative
AM9-35_r5-.raw
Duodenum_Data
AM9 Negative
AM9-36_r32-.raw
Duodenum_Data
AM9 Negative
AM9-37_r50-.raw
Duodenum_Data
AM9 Negative
AM9-38_r7-.raw
Duodenum_Data
AM9 Negative
AM9-39_r12-.raw
Duodenum_Data
AM9 Negative
AM9-3_r41-.raw
Duodenum_Data
AM9 Negative
AM9-40_r55-.raw
Duodenum_Data
AM9 Negative
AM9-41_r6-.raw
Duodenum_Data
AM9 Negative
AM9-42_r2-.raw
Duodenum_Data
AM9 Negative
AM9-43_r14-.raw
Duodenum_Data
AM9 Negative
AM9-44_r24-.raw
Duodenum_Data
AM9 Negative
AM9-45_r25-.raw
Duodenum_Data
AM9 Negative
AM9-46_r46-.raw
Duodenum_Data
AM9 Negative
AM9-47_r22-.raw
Duodenum_Data
AM9 Negative
AM9-48_r51-.raw
Duodenum_Data
AM9 Negative
AM9-49_r27-.raw
Duodenum_Data
AM9 Negative
AM9-4_r47-.raw
Duodenum_Data
AM9 Negative
AM9-50_r33-.raw
Duodenum_Data
AM9 Negative
AM9-51_r31-.raw
Duodenum_Data
AM9 Negative
AM9-52_r58-.raw
Duodenum_Data
AM9 Negative
AM9-53_r54-.raw
Duodenum_Data
AM9 Negative
AM9-54_r38-.raw
Duodenum_Data
AM9 Negative
AM9-55_r19-.raw
Duodenum_Data
AM9 Negative
AM9-56_r49-.raw
Duodenum_Data
AM9 Negative
AM9-57_r39-.raw
Duodenum_Data
AM9 Negative
AM9-58_r56-.raw
Duodenum_Data
AM9 Negative
AM9-5_r44-.raw
Duodenum_Data
AM9 Negative
AM9-6_r35-.raw
Duodenum_Data
AM9 Negative
AM9-7_r1-.raw
Duodenum_Data
AM9 Negative
AM9-8_r30-.raw
Duodenum_Data
AM9 Negative
AM9-9_r4-.raw
Duodenum_Data
AM9 Positive
AM9-10_r55+.raw
Duodenum_Data
AM9 Positive
AM9-11_r13+.raw
Duodenum_Data
AM9 Positive
AM9-12_r50+.raw
Duodenum_Data
AM9 Positive
AM9-13_r37+.raw
Duodenum_Data
AM9 Positive
AM9-14_r16+.raw
Duodenum_Data
AM9 Positive
AM9-15_r15+.raw
Duodenum_Data
AM9 Positive
AM9-16_r5+.raw
Duodenum_Data
AM9 Positive
AM9-17_r47+.raw
Duodenum_Data
AM9 Positive
AM9-18_r30+.raw
Duodenum_Data
AM9 Positive
AM9-19_r27+.raw
Duodenum_Data
AM9 Positive
AM9-1_r6+.raw
Duodenum_Data
AM9 Positive
AM9-20_r28+.raw
Duodenum_Data
AM9 Positive
AM9-21_r38+.raw
Duodenum_Data
AM9 Positive
AM9-22_r11+.raw
Duodenum_Data
AM9 Positive
AM9-23_r58+.raw
Duodenum_Data
AM9 Positive
AM9-24_r22+.raw
Duodenum_Data
AM9 Positive
AM9-25_r35+.raw
Duodenum_Data
AM9 Positive
AM9-26_r29+.raw
Duodenum_Data
AM9 Positive
AM9-27_r39+.raw
Duodenum_Data
AM9 Positive
AM9-28_r8+.raw
Duodenum_Data
AM9 Positive
AM9-29_r45+.raw
Duodenum_Data
AM9 Positive
AM9-2_r42+.raw
Duodenum_Data
AM9 Positive
AM9-30_r26+.raw
Duodenum_Data
AM9 Positive
AM9-31_r32+.raw
Duodenum_Data
AM9 Positive
AM9-32_r51+.raw
Duodenum_Data
AM9 Positive
AM9-33_r48+.raw
Duodenum_Data
AM9 Positive
AM9-34_r12+.raw
Duodenum_Data
AM9 Positive
AM9-35_r20+.raw
Duodenum_Data
AM9 Positive
AM9-36_r17+.raw
Duodenum_Data
AM9 Positive
AM9-37_r46+.raw
Duodenum_Data
AM9 Positive
AM9-38_r36+.raw
Duodenum_Data
AM9 Positive
AM9-39_r21+.raw
Duodenum_Data
AM9 Positive
AM9-3_r19+.raw
Duodenum_Data
AM9 Positive
AM9-40_r54+.raw
Duodenum_Data
AM9 Positive
AM9-41_r25+.raw
Duodenum_Data
AM9 Positive
AM9-42_r40+.raw
Duodenum_Data
AM9 Positive
AM9-43_r4+.raw
Duodenum_Data
AM9 Positive
AM9-44_r43+.raw
Duodenum_Data
AM9 Positive
AM9-45_r53+.raw
Duodenum_Data
AM9 Positive
AM9-46_r56+.raw
Duodenum_Data
AM9 Positive
AM9-47_r2+.raw
Duodenum_Data
AM9 Positive
AM9-48_r3+.raw
Duodenum_Data
AM9 Positive
AM9-49_r31+.raw
Duodenum_Data
AM9 Positive
AM9-4_r52+.raw
Duodenum_Data
AM9 Positive
AM9-50_r9+.raw
Duodenum_Data
AM9 Positive
AM9-51_r18+.raw
Duodenum_Data
AM9 Positive
AM9-52_r57+.raw
Duodenum_Data
AM9 Positive
AM9-53_r24+.raw
Duodenum_Data
AM9 Positive
AM9-54_r14+.raw
Duodenum_Data
AM9 Positive
AM9-55_r33+.raw
Duodenum_Data
AM9 Positive
AM9-56_r44+.raw
Duodenum_Data
AM9 Positive
AM9-57_r1+.raw
Duodenum_Data
AM9 Positive
AM9-58_r10+.raw
Duodenum_Data
AM9 Positive
AM9-5_r34+.raw
Duodenum_Data
AM9 Positive
AM9-6_r7+.raw
Duodenum_Data
AM9 Positive
AM9-7_r49+.raw
Duodenum_Data
AM9 Positive
AM9-8_r23+.raw
Duodenum_Data
AM9 Positive
AM9-9_r41+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST000065
Initiating REDU-table generation for AN000103
Rest length is 59
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/59 [00:00<?, ?it/s]

Mapping potential matches:  69%|██████▉   | 41/59 [00:00<00:00, 405.20it/s]
Mapping potential matches: 100%|██████████| 59/59 [00:00<00:00, 405.38it/s]

  6%|▌         | 183/3150 [12:19<1:52:50,  2.28s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 184/3150 [12:22<1:55:32,  2.34s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002853
Initiating REDU-table generation for AN004674
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
S19034.mzXML
S19035.mzXML
S19036.mzXML
S19037.mzXML
S19038.mzXML
S19039.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002453
No raw data detected. Ignoring ST002453
Processing  ST002764
Initiating REDU-table generation for AN004498
Rest length is 438
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004499
Rest length is 438
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CSHNEG
Petrick001_MX437720_negCSH_BPL1415-0491-001.mzML
CSHNEG
Petrick002_MX437720_negCSH_BPL1415-0492-002.mzML
CSHNEG
Petrick003_MX437720_negCSH_BPL1415-0493-003.mzML
CSHNEG
Petrick004_MX437720_negCSH_BPL1415-0494-004.mzML
CSHNEG
Petrick006_MX437720_negCSH_BPL1415-0496-006.mzML
CSHNEG
Petrick007_MX437720_negCSH_BPL1415-0497-007.mzML
CSHNEG
Petrick008_MX437720_negCSH_BPL1415-0498-008.mzML
CSHNEG
Petrick009_MX437720_negCSH_BPL1415-0499-009.mzML
CSHNEG
Petrick010_MX437720_negCSH_BPL1415-0500-010.mzML
CSHNEG
Petrick011_MX437720_negCSH_BPL1415-0501-011.mzML
CSHNEG
Petrick012_MX437720_negCSH_BPL1415-0502-012.mzML
CSHNEG
Petrick013_MX437720_negCSH_BPL1415-0503-013.mzML
CSHNEG
Petrick014_MX437720_negCSH_BPL1415-0504-014.mzML
CSHNEG
Petrick015_MX437720_negCSH_BPL1415-0505-015.mzML
CSHNEG
Petrick017_MX437720_negCSH_BPL1415-0507-017.mzML
CSHNEG
Petrick018_MX437720_negCSH_BPL1415-0508-018.mzML
CSHNEG
Petrick019_MX437720_negCSH_BPL1415-0509-019.mzML
CSHNEG
Petrick020_MX437720_negCSH_BPL1415-0510-020.mzML
CSHNEG
Petrick021_MX437720_negCSH_BPL1415-0511-021.mzML
CSHNEG
Petrick022_MX437720_negCSH_BPL1415-0512-022.mzML
CSHNEG
Petrick023_MX437720_negCSH_BPL1415-0513-023.mzML
CSHNEG
Petrick024_MX437720_negCSH_BPL1415-0514-024.mzML
CSHNEG
Petrick026_MX437720_negCSH_BPL1415-0516-026.mzML
CSHNEG
Petrick027_MX437720_negCSH_BPL1415-0517-027.mzML
CSHNEG
Petrick028_MX437720_negCSH_BPL1415-0518-028.mzML
CSHNEG
Petrick029_MX437720_negCSH_BPL1415-0519-029.mzML
CSHNEG
Petrick030_MX437720_negCSH_BPL1415-0520-030.mzML
CSHNEG
Petrick031_MX437720_negCSH_BPL1415-0521-031.mzML
CSHNEG
Petrick032_MX437720_negCSH_BPL1415-0522-032.mzML
CSHNEG
Petrick033_MX437720_negCSH_BPL1415-0523-033.mzML
CSHNEG
Petrick034_MX437720_negCSH_BPL1415-0524-034.mzML
CSHNEG
Petrick035_MX437720_negCSH_BPL1415-0525-035.mzML
CSHNEG
Petrick036_MX437720_negCSH_BPL1415-0526-036.mzML
CSHNEG
Petrick037_MX437720_negCSH_BPL1415-0527-037.mzML
CSHNEG
Petrick038_MX437720_negCSH_BPL1415-0528-038.mzML
CSHNEG
Petrick039_MX437720_negCSH_BPL1415-0529-039.mzML
CSHNEG
Petrick040_MX437720_negCSH_BPL1415-0530-040.mzML
CSHNEG
Petrick041_MX437720_negCSH_BPL1415-0531-041.mzML
CSHNEG
Petrick043_MX437720_negCSH_BPL1415-0533-043.mzML
CSHNEG
Petrick044_MX437720_negCSH_BPL1415-0534-044.mzML
CSHNEG
Petrick045_MX437720_negCSH_BPL1415-0535-045.mzML
CSHNEG
Petrick046_MX437720_negCSH_BPL1415-0536-046.mzML
CSHNEG
Petrick047_MX437720_negCSH_BPL1415-0537-047.mzML
CSHNEG
Petrick048_MX437720_negCSH_BPL1415-0538-048.mzML
CSHNEG
Petrick049_MX437720_negCSH_BPL1415-0539-049.mzML
CSHNEG
Petrick050_MX437720_negCSH_BPL1415-0540-050.mzML
CSHNEG
Petrick051_MX437720_negCSH_BPL1415-0541-051.mzML
CSHNEG
Petrick052_MX437720_negCSH_BPL1415-0542-052.mzML
CSHNEG
Petrick053_MX437720_negCSH_BPL1415-0543-053.mzML
CSHNEG
Petrick054_MX437720_negCSH_BPL1415-0544-054.mzML
CSHNEG
Petrick056_MX437720_negCSH_BPL1415-0546-056.mzML
CSHNEG
Petrick057_MX437720_negCSH_BPL1415-0547-057.mzML
CSHNEG
Petrick058_MX437720_negCSH_BPL1415-0548-058.mzML
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Petrick366_MX437720_posCSH_BPL1415-0856-366.mzML
CSHPOS
Petrick367_MX437720_posCSH_BPL1415-0857-367.mzML
CSHPOS
Petrick369_MX437720_posCSH_BPL1415-0859-369.mzML
CSHPOS
Petrick370_MX437720_posCSH_BPL1415-0860-370.mzML
CSHPOS
Petrick371_MX437720_posCSH_BPL1415-0861-371_2.mzML
CSHPOS
Petrick372_MX437720_posCSH_BPL1415-0862-372.mzML
CSHPOS
Petrick373_MX437720_posCSH_BPL1415-0863-373.mzML
CSHPOS
Petrick374_MX437720_posCSH_BPL1415-0864-374.mzML
CSHPOS
Petrick375_MX437720_posCSH_BPL1415-0865-375.mzML
CSHPOS
Petrick376_MX437720_posCSH_BPL1415-0866-376.mzML
CSHPOS
Petrick377_MX437720_posCSH_BPL1415-0867-377.mzML
CSHPOS
Petrick378_MX437720_posCSH_BPL1415-0868-378.mzML
CSHPOS
Petrick380_MX437720_posCSH_BPL1415-0870-380.mzML
CSHPOS
Petrick381_MX437720_posCSH_BPL1415-0871-381.mzML
CSHPOS
Petrick382_MX437720_posCSH_BPL1415-0872-382.mzML
CSHPOS
Petrick383_MX437720_posCSH_BPL1415-0873-383.mzML
CSHPOS
Petrick384_MX437720_posCSH_BPL1415-0874-384.mzML
CSHPOS
Petrick385_MX437720_posCSH_BPL1415-0875-385.mzML
CSHPOS
Petrick386_MX437720_posCSH_BPL1415-0876-386.mzML
CSHPOS
Petrick387_MX437720_posCSH_BPL1415-0877-387.mzML
CSHPOS
Petrick388_MX437720_posCSH_BPL1415-0878-388.mzML
CSHPOS
Petrick389_MX437720_posCSH_BPL1415-0879-389.mzML
CSHPOS
Petrick390_MX437720_posCSH_BPL1415-0880-390.mzML
CSHPOS
Petrick391_MX437720_posCSH_BPL1415-0881-391.mzML
CSHPOS
Petrick393_MX437720_posCSH_BPL1415-0883-393.mzML
CSHPOS
Petrick394_MX437720_posCSH_BPL1415-0884-394.mzML
CSHPOS
Petrick395_MX437720_posCSH_BPL1415-0885-395_2.mzML
CSHPOS
Petrick396_MX437720_posCSH_BPL1415-0886-396.mzML
CSHPOS
Petrick397_MX437720_posCSH_BPL1415-0887-397.mzML
CSHPOS
Petrick398_MX437720_posCSH_BPL1415-0888-398.mzML
CSHPOS
Petrick399_MX437720_posCSH_BPL1415-0889-399.mzML
CSHPOS
Petrick400_MX437720_posCSH_BPL1415-0890-400.mzML
CSHPOS
Petrick401_MX437720_posCSH_BPL1415-0891-401.mzML
CSHPOS
Petrick402_MX437720_posCSH_BPL1415-0892-402.mzML
CSHPOS
Petrick404_MX437720_posCSH_BPL1415-0894-404.mzML
CSHPOS
Petrick405_MX437720_posCSH_BPL1415-0895-405.mzML
CSHPOS
Petrick406_MX437720_posCSH_BPL1415-0896-406.mzML
CSHPOS
Petrick407_MX437720_posCSH_BPL1415-0897-407.mzML
CSHPOS
Petrick408_MX437720_posCSH_BPL1415-0898-408.mzML
CSHPOS
Petrick409_MX437720_posCSH_BPL1415-0899-409.mzML
CSHPOS
Petrick410_MX437720_posCSH_BPL1415-0900-410.mzML
CSHPOS
Petrick411_MX437720_posCSH_BPL1415-0901-411.mzML
CSHPOS
Petrick412_MX437720_posCSH_BPL1415-0902-412.mzML
CSHPOS
Petrick413_MX437720_posCSH_BPL1415-0903-413.mzML
CSHPOS
Petrick414_MX437720_posCSH_BPL1415-0904-414.mzML
CSHPOS
Petrick415_MX437720_posCSH_BPL1415-0905-415.mzML
CSHPOS
Petrick417_MX437720_posCSH_BPL1415-0907-417.mzML
CSHPOS
Petrick418_MX437720_posCSH_BPL1415-0908-418.mzML
CSHPOS
Petrick419_MX437720_posCSH_BPL1415-0909-419.mzML
CSHPOS
Petrick420_MX437720_posCSH_BPL1415-0910-420.mzML
CSHPOS
Petrick421_MX437720_posCSH_BPL1415-0911-421.mzML
CSHPOS
Petrick422_MX437720_posCSH_BPL1415-0912-422.mzML
CSHPOS
Petrick424_MX437720_posCSH_BPL1415-0914-424.mzML
CSHPOS
Petrick425_MX437720_posCSH_BPL1415-0915-425.mzML
CSHPOS
Petrick426_MX437720_posCSH_BPL1415-0916-426.mzML
CSHPOS
Petrick427_MX437720_posCSH_BPL1415-0917-427.mzML
CSHPOS
Petrick428_MX437720_posCSH_BPL1415-0918-428.mzML
CSHPOS
Petrick429_MX437720_posCSH_BPL1415-0919-429.mzML
CSHPOS
Petrick430_MX437720_posCSH_BPL1415-0920-430.mzML
CSHPOS
Petrick431_MX437720_posCSH_BPL1415-0921-431.mzML
CSHPOS
Petrick432_MX437720_posCSH_BPL1415-0922-432.mzML
CSHPOS
Petrick433_MX437720_posCSH_BPL1415-0923-433.mzML
CSHPOS
Petrick435_MX437720_posCSH_BPL1415-0925-435.mzML
CSHPOS
Petrick436_MX437720_posCSH_BPL1415-0926-436.mzML
CSHPOS
Petrick437_MX437720_posCSH_BPL1415-0927-437.mzML
CSHPOS
Petrick438_MX437720_posCSH_BPL1415-0928-438.mzML
CSHPOS
Petrick439_MX437720_posCSH_BPL1415-0929-439.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 186/3150 [12:31<2:35:28,  3.15s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 187/3150 [12:34<2:36:18,  3.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 188/3150 [12:36<2:26:51,  2.97s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 189/3150 [12:38<2:17:55,  2.79s/it]
CSHPOS
Petrick440_MX437720_posCSH_BPL1415-0930-440.mzML
CSHPOS
Petrick441_MX437720_posCSH_BPL1415-0931-441.mzML
CSHPOS
Petrick442_MX437720_posCSH_BPL1415-0932-442.mzML
CSHPOS
Petrick443_MX437720_posCSH_BPL1415-0933-443.mzML
CSHPOS
Petrick444_MX437720_posCSH_BPL1415-0934-444.mzML
CSHPOS
Petrick446_MX437720_posCSH_BPL1415-0936-446.mzML
CSHPOS
Petrick447_MX437720_posCSH_BPL1415-0937-447.mzML
CSHPOS
Petrick448_MX437720_posCSH_BPL1415-0938-448.mzML
CSHPOS
Petrick449_MX437720_posCSH_BPL1415-0939-449.mzML
CSHPOS
Petrick450_MX437720_posCSH_BPL1415-0940-450.mzML
CSHPOS
Petrick451_MX437720_posCSH_BPL1415-0941-451.mzML
CSHPOS
Petrick453_MX437720_posCSH_BPL1415-0943-453.mzML
CSHPOS
Petrick454_MX437720_posCSH_BPL1415-0944-454.mzML
CSHPOS
Petrick455_MX437720_posCSH_BPL1415-0945-455.mzML
CSHPOS
Petrick456_MX437720_posCSH_BPL1415-0946-456.mzML
CSHPOS
Petrick457_MX437720_posCSH_BPL1415-0947-457.mzML
CSHPOS
Petrick458_MX437720_posCSH_BPL1415-0948-458.mzML
CSHPOS
Petrick459_MX437720_posCSH_BPL1415-0949-459.mzML
CSHPOS
Petrick460_MX437720_posCSH_BPL1415-0950-460.mzML
CSHPOS
Petrick461_MX437720_posCSH_BPL1415-0951-461.mzML
CSHPOS
Petrick462_MX437720_posCSH_BPL1415-0952-462.mzML
CSHPOS
Petrick464_MX437720_posCSH_BPL1415-0954-464.mzML
CSHPOS
Petrick465_MX437720_posCSH_BPL1415-0955-465.mzML
CSHPOS
Petrick466_MX437720_posCSH_BPL1415-0956-466.mzML
CSHPOS
Petrick467_MX437720_posCSH_BPL1415-0957-467.mzML
CSHPOS
Petrick468_MX437720_posCSH_BPL1415-0958-468.mzML
CSHPOS
Petrick469_MX437720_posCSH_BPL1415-0959-469.mzML
CSHPOS
Petrick470_MX437720_posCSH_BPL1415-0960-470.mzML
CSHPOS
Petrick471_MX437720_posCSH_BPL1415-0961-471.mzML
CSHPOS
Petrick472_MX437720_posCSH_BPL1415-0962-472.mzML
CSHPOS
Petrick473_MX437720_posCSH_BPL1415-0963-473.mzML
CSHPOS
Petrick474_MX437720_posCSH_BPL1415-0964-474.mzML
CSHPOS
Petrick475_MX437720_posCSH_BPL1415-0965-475.mzML
CSHPOS
Petrick477_MX437720_posCSH_BPL1415-0967-477.mzML
CSHPOS
Petrick478_MX437720_posCSH_BPL1415-0968-478.mzML
CSHPOS
Petrick479_MX437720_posCSH_BPL1415-0969-479.mzML
CSHPOS
Petrick480_MX437720_posCSH_BPL1415-0970-480.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 876 rows!
Extracted information for 876 samples.
Processing  ST002051
Initiating REDU-table generation for AN003338
Rest length is 108
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Tz_Bz_Comp
0424_Blank_1.mzML
Tz_Bz_Comp
0424_Blank_2.mzML
Tz_Bz_Comp
0424_Blank_3.mzML
Tz_Bz_Comp
0424_Blank_4.mzML
Tz_Bz_Comp
0424_NP_Cysten_T1_1.mzML
Tz_Bz_Comp
0424_NP_Cysten_T1_2.mzML
Tz_Bz_Comp
0424_NP_Cysten_T1_3.mzML
Tz_Bz_Comp
0424_NP_Cysten_T1_4.mzML
Tz_Bz_Comp
0424_NP_T1.mzML
Tz_Bz_Comp
0424_NP_Tachy_HFF_1.mzML
Tz_Bz_Comp
0424_NP_Tachy_HFF_2.mzML
Tz_Bz_Comp
0424_NP_Tachy_HFF_3.mzML
Tz_Bz_Comp
0424_NP_Tachy_HFF_4.mzML
Tz_Bz_Comp
0424_NP_Tachy_HFF_T1_1.mzML
Tz_Bz_Comp
0424_NP_Tachy_HFF_T1_2.mzML
Tz_Bz_Comp
0424_NP_Tachy_HFF_T1_3.mzML
Tz_Bz_Comp
0424_NP_Tachy_HFF_T1_4.mzML
Tz_Bz_Comp
0424_NP_Tachy_Tubes_1.mzML
Tz_Bz_Comp
0424_NP_Tachy_Tubes_2.mzML
Tz_Bz_Comp
0424_NP_Tachy_Tubes_3.mzML
Tz_Bz_Comp
0424_NP_Tachy_Tubes_4.mzML
Tz_Bz_Comp
0424_NP_Tachy_Tubes_T1_1.mzML
Tz_Bz_Comp
0424_NP_Tachy_Tubes_T1_2.mzML
Tz_Bz_Comp
0424_NP_Tachy_Tubes_T1_3.mzML
Tz_Bz_Comp
0424_NP_Tachy_Tubes_T1_4.mzML
Tz_Bz_Comp
0424_NP_uninf_T1_1.mzML
Tz_Bz_Comp
0424_NP_uninf_T1_2.mzML
Tz_Bz_Comp
0424_NP_uninf_T1_3.mzML
Tz_Bz_Comp
0424_NP_uninf_T1_4.mzML
Tz_Bz_Comp
0424_PP_Cysten_T1_1.mzML
Tz_Bz_Comp
0424_PP_Cysten_T1_2.mzML
Tz_Bz_Comp
0424_PP_Cysten_T1_3.mzML
Tz_Bz_Comp
0424_PP_Cysten_T1_4.mzML
Tz_Bz_Comp
0424_PP_T1.mzML
Tz_Bz_Comp
0424_PP_Tachy_HFF_1.mzML
Tz_Bz_Comp
0424_PP_Tachy_HFF_2.mzML
Tz_Bz_Comp
0424_PP_Tachy_HFF_3.mzML
Tz_Bz_Comp
0424_PP_Tachy_HFF_4.mzML
Tz_Bz_Comp
0424_PP_Tachy_HFF_T1_1.mzML
Tz_Bz_Comp
0424_PP_Tachy_HFF_T1_2.mzML
Tz_Bz_Comp
0424_PP_Tachy_HFF_T1_3.mzML
Tz_Bz_Comp
0424_PP_Tachy_HFF_T1_4.mzML
Tz_Bz_Comp
0424_PP_Tachy_Tubes_1.mzML
Tz_Bz_Comp
0424_PP_Tachy_Tubes_2.mzML
Tz_Bz_Comp
0424_PP_Tachy_Tubes_3.mzML
Tz_Bz_Comp
0424_PP_Tachy_Tubes_4.mzML
Tz_Bz_Comp
0424_PP_Tachy_Tubes_T1_1.mzML
Tz_Bz_Comp
0424_PP_Tachy_Tubes_T1_2.mzML
Tz_Bz_Comp
0424_PP_Tachy_Tubes_T1_3.mzML
Tz_Bz_Comp
0424_PP_Tachy_Tubes_T1_4.mzML
Tz_Bz_Comp
0424_PP_uninf_T1_1.mzML
Tz_Bz_Comp
0424_PP_uninf_T1_2.mzML
Tz_Bz_Comp
0424_PP_uninf_T1_3.mzML
Tz_Bz_Comp
0424_PP_uninf_T1_4.mzML
Tz_Bz_Comp
0427_Blank_1.mzML
Tz_Bz_Comp
0427_Blank_2.mzML
Tz_Bz_Comp
0427_Blank_3.mzML
Tz_Bz_Comp
0427_Blank_4.mzML
Tz_Bz_Comp
0427_NP_Cysten_T1_1.mzML
Tz_Bz_Comp
0427_NP_Cysten_T1_2.mzML
Tz_Bz_Comp
0427_NP_Cysten_T1_3.mzML
Tz_Bz_Comp
0427_NP_Cysten_T1_4.mzML
Tz_Bz_Comp
0427_NP_T1.mzML
Tz_Bz_Comp
0427_NP_Tachy_HFF_1.mzML
Tz_Bz_Comp
0427_NP_Tachy_HFF_2.mzML
Tz_Bz_Comp
0427_NP_Tachy_HFF_3.mzML
Tz_Bz_Comp
0427_NP_Tachy_HFF_4.mzML
Tz_Bz_Comp
0427_NP_Tachy_HFF_T1_1.mzML
Tz_Bz_Comp
0427_NP_Tachy_HFF_T1_2.mzML
Tz_Bz_Comp
0427_NP_Tachy_HFF_T1_3.mzML
Tz_Bz_Comp
0427_NP_Tachy_HFF_T1_4.mzML
Tz_Bz_Comp
0427_NP_Tachy_Tubes_1.mzML
Tz_Bz_Comp
0427_NP_Tachy_Tubes_2.mzML
Tz_Bz_Comp
0427_NP_Tachy_Tubes_3.mzML
Tz_Bz_Comp
0427_NP_Tachy_Tubes_4.mzML
Tz_Bz_Comp
0427_NP_Tachy_Tubes_T1_1.mzML
Tz_Bz_Comp
0427_NP_Tachy_Tubes_T1_2.mzML
Tz_Bz_Comp
0427_NP_Tachy_Tubes_T1_3.mzML
Tz_Bz_Comp
0427_NP_Tachy_Tubes_T1_4.mzML
Tz_Bz_Comp
0427_NP_uninf_T1_1.mzML
Tz_Bz_Comp
0427_NP_uninf_T1_2.mzML
Tz_Bz_Comp
0427_NP_uninf_T1_3.mzML
Tz_Bz_Comp
0427_NP_uninf_T1_4.mzML
Tz_Bz_Comp
0427_PP_Cysten_T1_1.mzML
Tz_Bz_Comp
0427_PP_Cysten_T1_2.mzML
Tz_Bz_Comp
0427_PP_Cysten_T1_3.mzML
Tz_Bz_Comp
0427_PP_Cysten_T1_4.mzML
Tz_Bz_Comp
0427_PP_T1.mzML
Tz_Bz_Comp
0427_PP_Tachy_HFF_1.mzML
Tz_Bz_Comp
0427_PP_Tachy_HFF_2.mzML
Tz_Bz_Comp
0427_PP_Tachy_HFF_3.mzML
Tz_Bz_Comp
0427_PP_Tachy_HFF_4.mzML
Tz_Bz_Comp
0427_PP_Tachy_HFF_T1_1.mzML
Tz_Bz_Comp
0427_PP_Tachy_HFF_T1_2.mzML
Tz_Bz_Comp
0427_PP_Tachy_HFF_T1_3.mzML
Tz_Bz_Comp
0427_PP_Tachy_HFF_T1_4.mzML
Tz_Bz_Comp
0427_PP_Tachy_Tubes_1.mzML
Tz_Bz_Comp
0427_PP_Tachy_Tubes_2.mzML
Tz_Bz_Comp
0427_PP_Tachy_Tubes_3.mzML
Tz_Bz_Comp
0427_PP_Tachy_Tubes_4.mzML
Tz_Bz_Comp
0427_PP_Tachy_Tubes_T1_1.mzML
Tz_Bz_Comp
0427_PP_Tachy_Tubes_T1_2.mzML
Tz_Bz_Comp
0427_PP_Tachy_Tubes_T1_3.mzML
Tz_Bz_Comp
0427_PP_Tachy_Tubes_T1_4.mzML
Tz_Bz_Comp
0427_PP_uninf_T1_1.mzML
Tz_Bz_Comp
0427_PP_uninf_T1_2.mzML
Tz_Bz_Comp
0427_PP_uninf_T1_3.mzML
Tz_Bz_Comp
0427_PP_uninf_T1_4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!
Extracted information for 108 samples.
Processing  ST001959
Initiating REDU-table generation for AN003194
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
A328pos.mzXML
A329pos.mzXML
A330pos.mzXML
A331pos.mzXML
B332pos.mzXML
B333pos.mzXML
B334pos.mzXML
B335pos.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST002326
Initiating REDU-table generation for AN003795
Rest length is 90
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
191111_FW_1_project_Ermolaeva_TAGII_1_10.wiff
191111_FW_1_project_Ermolaeva_TAGI_1_10.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST000367
No raw data detected. Ignoring ST000367
Processing  ST000430
No raw data detected. Ignoring ST000430
Processing  ST003016
Initiating REDU-table generation for AN004949
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Sorbola_raw_pos
220923_1_FS_pos.mzXML
Sorbola_raw_pos
220923_2_FS_pos.mzXML
Sorbola_raw_pos
220923_3_FS_pos.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 192/3150 [12:41<1:25:20,  1.73s/it]
Sorbola_raw_pos
220923_4_FS_pos.mzXML
Sorbola_raw_pos
220923_5_FS_pos.mzXML
Sorbola_raw_pos
220923_6_FS_pos.mzXML
Sorbola_raw_pos
220923_7_FS_pos.mzXML
Sorbola_raw_pos
220923_8_FS_pos.mzXML
Sorbola_raw_pos
220923_9_FS_pos.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST001324
Initiating REDU-table generation for AN002202
Rest length is 42
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/2 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 2/2 [00:00<00:00, 259.62it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002203
Rest length is 42
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/2 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 2/2 [00:00<00:00, 249.29it/s]

  6%|▌         | 193/3150 [12:41<1:16:01,  1.54s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000710
No raw data detected. Ignoring ST000710
Processing  ST002608
Initiating REDU-table generation for AN004280
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 491.17it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 490.49it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▌         | 195/3150 [12:44<1:10:50,  1.44s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
21dec20_25.RAW
21dec20_26.RAW
21dec20_27.RAW
21dec20_28.RAW
21dec20_29.RAW
21dec20_30.RAW
21dec20_31.RAW
21dec20_32.RAW
21dec20_33.RAW
21dec20_34.RAW
21dec20_35.RAW
21dec20_36.RAW
21dec20_37.RAW
21dec20_39.RAW
21dec20_40.RAW
21dec20_41.RAW
21dec20_42.RAW
21dec20_43.RAW
21dec20_44.RAW
21dec20_45.RAW
21dec20_46.RAW
21dec20_47.RAW
21dec20_48.RAW
21dec20_49.RAW
21dec20_50.RAW
23dec20_26.RAW
23dec20_27.RAW
23dec20_28.RAW
23dec20_29.RAW
23dec20_30.RAW
23dec20_31.RAW
23dec20_32.RAW
23dec20_33.RAW
23dec20_34.RAW
23dec20_35.RAW
23dec20_36.RAW
23dec20_37.RAW
23dec20_38.RAW
23dec20_40.RAW
23dec20_41.RAW
23dec20_42.RAW
23dec20_43.RAW
23dec20_44.RAW
23dec20_45.RAW
23dec20_46.RAW
23dec20_47.RAW
23dec20_48.RAW
23dec20_49.RAW
23dec20_50.RAW
23dec20_51.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST002869
No raw data detected. Ignoring ST002869
Processing  ST001199
Initiating REDU-table generation for AN001995
Rest length is 83
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/83 [00:00<?, ?it/s]

Mapping potential matches:  12%|█▏        | 10/83 [00:00<00:00, 90.13it/s]

Mapping potential matches:  24%|██▍       | 20/83 [00:00<00:00, 90.59it/s]

Mapping potential matches:  36%|███▌      | 30/83 [00:00<00:00, 90.78it/s]

Mapping potential matches:  48%|████▊     | 40/83 [00:00<00:00, 90.52it/s]

Mapping potential matches:  60%|██████    | 50/83 [00:00<00:00, 90.24it/s]

Mapping potential matches:  72%|███████▏  | 60/83 [00:00<00:00, 90.25it/s]

Mapping potential matches:  84%|████████▍ | 70/83 [00:00<00:00, 90.39it/s]

Mapping potential matches:  96%|█████████▋| 80/83 [00:00<00:00, 90.13it/s]
Mapping potential matches: 100%|██████████| 83/83 [00:00<00:00, 90.27it/s]

  6%|▋         | 197/3150 [12:46<59:34,  1.21s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▋         | 198/3150 [12:48<1:10:23,  1.43s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003282
Initiating REDU-table generation for AN005377
Rest length is 84
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
nDeP_96Plex_A.raw
nDeP_96Plex_B.raw
nDeP_96Plex_C.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST003432
Initiating REDU-table generation for AN005637
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 423.71it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005638
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 451.53it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▋         | 199/3150 [12:52<1:39:16,  2.02s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▋         | 201/3150 [12:55<1:34:12,  1.92s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  6%|▋         | 202/3150 [12:58<1:38:13,  2.00s/it]
  7%|▋         | 206/3150 [12:58<44:47,  1.10it/s]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230331 Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-Blank (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 0.1 uM cells (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 1 uM cells (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 1 uM cells (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 1 uM cells.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 1 uM med (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 1 uM med (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 1 uM med.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 100 uM cells (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 100 uM cells (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 100 uM cells.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 100 uM med (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 100 uM med (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 100 uM med.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 20 uM cells (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 20 uM cells (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 20 uM cells.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 20 uM med (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 20 uM med (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 20 uM med.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 5 uM cells (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 5 uM cells (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 5 uM cells.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 5 uM med (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 5 uM med (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 5 uM med.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 50 uM cells (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 50 uM cells (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 50 uM cells.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 50 uM med (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 50 uM med (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 50 uM med.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 Veh cells (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 Veh cells (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 Veh cells.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 Veh med (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 Veh med (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-BT-474 LW6 Veh med.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-Blank.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-DMEM_F12 no adds (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-DMEM_F12 no adds.mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-RPMI with dFBS (2).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-RPMI with dFBS (3).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-RPMI with dFBS (4).mzML
Fabrizio BT474 LW6 mzML
20230331 Fabrizio BT474 LW6-RPMI with dFBS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST001743
No raw data detected. Ignoring ST001743
Processing  ST001927
Initiating REDU-table generation for AN003133
Rest length is 15
raw file key found.
Initiating REDU-table generation for AN003134
Rest length is 15
raw file key found.
Initiating REDU-table generation for AN003135
Rest length is 15
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov2
Bov2_1.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov2
Bov2_2.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov2
Bov2_3.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov2
Bov2_4.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov2
Bov2_5.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov3
Bov3_1.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov3
Bov3_2.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov3
Bov3_3.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov3
Bov3_4.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Bov3
Bov3_5.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Consortium
Cons_1.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Consortium
Cons_2.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Consortium
Cons_3.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Consortium
Cons_4.cdf
Stuart2021_FullData
Metabolomics_MS_RawData
GC
Consortium
Cons_5.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST002524
Initiating REDU-table generation for AN004158
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
3805
steady state CP CTX_1_polar.CDF
3805
steady state CP CTX_2_polar.CDF
3805
steady state CP CTX_3_polar.CDF
3805
steady state CP DVC_1_polar.CDF
3805
steady state CP DVC_2_polar.CDF
3805
steady state CP DVC_3_polar.CDF
3805
steady state CP Hipp_1_polar.CDF
3805
steady state CP Hipp_2_polar.CDF
3805
steady state CP Hipp_3_polar.CDF
3805
steady state FM CTX_1_polar.CDF
3805
steady state FM CTX_2_polar.CDF
3805
steady state FM CTX_3_polar.CDF
3805
steady state FM DVC_1_polar.CDF
3805
steady state FM DVC_2_polar.CDF
3805
steady state FM DVC_3_polar.CDF
3805
steady state FM Hipp_1_polar.CDF
3805
steady state FM Hipp_2_polar.CDF
3805
steady state FM Hipp_3_polar.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST003317
No raw data detected. Ignoring ST003317
Processing  ST000859
No raw data detected. Ignoring ST000859
Processing  ST002662
No raw data detected. Ignoring ST002662
Processing  ST000666
No raw data detected. Ignoring ST000666
Processing  ST001626
No raw data detected. Ignoring ST001626
Processing  ST000469
Initiating REDU-table generation for AN000732
Rest length is 5
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/5 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 5/5 [00:00<00:00, 682.33it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000733
Rest length is 5
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/5 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 5/5 [00:00<00:00, 684.52it/s]

  7%|▋         | 208/3150 [12:59<38:36,  1.27it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 209/3150 [13:03<1:10:19,  1.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 212/3150 [13:06<59:26,  1.21s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 214/3150 [13:09<1:00:54,  1.24s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001886
Initiating REDU-table generation for AN003051
Rest length is 22
raw file key found.
Initiating REDU-table generation for AN003052
Rest length is 22
raw file key found.
Initiating REDU-table generation for AN003053
Rest length is 22
raw file key found.
Initiating REDU-table generation for AN003054
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Metabolomics
nHILIC_A1067.raw
Metabolomics
nHILIC_A2971.raw
Metabolomics
nHILIC_D1234.raw
Metabolomics
nHILIC_D1331.raw
Metabolomics
nHILIC_D2507.raw
Metabolomics
nHILIC_D2540.raw
Metabolomics
nHILIC_D2552.raw
Metabolomics
nHILIC_D2554.raw
Metabolomics
nHILIC_M1385.raw
Metabolomics
nHILIC_M1455.raw
Metabolomics
nHILIC_M2622.raw
Metabolomics
nHILIC_M2673.raw
Metabolomics
nHILIC_M2692.raw
Metabolomics
nHILIC_M2799.raw
Metabolomics
nHILIC_M2800.raw
Metabolomics
nHILIC_M2803.raw
Metabolomics
nHILIC_M2856.raw
Metabolomics
nHILIC_M2860.raw
Metabolomics
nHILIC_M2939.raw
Metabolomics
nHILIC_M433.raw
Metabolomics
nHILIC_M467.raw
Metabolomics
nHILIC_MS270.raw
Metabolomics
nRPLC_A1067.raw
Metabolomics
nRPLC_A2971.raw
Metabolomics
nRPLC_D1234.raw
Metabolomics
nRPLC_D1331.raw
Metabolomics
nRPLC_D2507.raw
Metabolomics
nRPLC_D2540.raw
Metabolomics
nRPLC_D2552.raw
Metabolomics
nRPLC_D2554.raw
Metabolomics
nRPLC_M1385.raw
Metabolomics
nRPLC_M1455.raw
Metabolomics
nRPLC_M2622.raw
Metabolomics
nRPLC_M2673.raw
Metabolomics
nRPLC_M2692.raw
Metabolomics
nRPLC_M2799.raw
Metabolomics
nRPLC_M2800.raw
Metabolomics
nRPLC_M2803.raw
Metabolomics
nRPLC_M2856.raw
Metabolomics
nRPLC_M2860.raw
Metabolomics
nRPLC_M2939.raw
Metabolomics
nRPLC_M433.raw
Metabolomics
nRPLC_M467.raw
Metabolomics
nRPLC_MS270.raw
Metabolomics
pHILIC_A1067.raw
Metabolomics
pHILIC_A2971.raw
Metabolomics
pHILIC_D1234.raw
Metabolomics
pHILIC_D1331.raw
Metabolomics
pHILIC_D2507.raw
Metabolomics
pHILIC_D2540.raw
Metabolomics
pHILIC_D2552.raw
Metabolomics
pHILIC_D2554.raw
Metabolomics
pHILIC_M1385.raw
Metabolomics
pHILIC_M1455.raw
Metabolomics
pHILIC_M2622.raw
Metabolomics
pHILIC_M2673.raw
Metabolomics
pHILIC_M2692.raw
Metabolomics
pHILIC_M2799.raw
Metabolomics
pHILIC_M2800.raw
Metabolomics
pHILIC_M2803.raw
Metabolomics
pHILIC_M2856.raw
Metabolomics
pHILIC_M2860.raw
Metabolomics
pHILIC_M2939.raw
Metabolomics
pHILIC_M433.raw
Metabolomics
pHILIC_M467.raw
Metabolomics
pHILIC_MS270.raw
Metabolomics
pRPLC_A1067.raw
Metabolomics
pRPLC_A2971.raw
Metabolomics
pRPLC_D1234.raw
Metabolomics
pRPLC_D1331.raw
Metabolomics
pRPLC_D2507.raw
Metabolomics
pRPLC_D2540.raw
Metabolomics
pRPLC_D2552.raw
Metabolomics
pRPLC_D2554.raw
Metabolomics
pRPLC_M1385.raw
Metabolomics
pRPLC_M1455.raw
Metabolomics
pRPLC_M2622.raw
Metabolomics
pRPLC_M2692.raw
Metabolomics
pRPLC_M2799.raw
Metabolomics
pRPLC_M2800.raw
Metabolomics
pRPLC_M2803.raw
Metabolomics
pRPLC_M2856.raw
Metabolomics
pRPLC_M2860.raw
Metabolomics
pRPLC_M2939.raw
Metabolomics
pRPLC_M433.raw
Metabolomics
pRPLC_M467.raw
Metabolomics
pRPLC_MS270.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 87 rows!
Extracted information for 87 samples.
Processing  ST003123
No raw data detected. Ignoring ST003123
Processing  ST002098
No raw data detected. Ignoring ST002098
Processing  ST003022
Initiating REDU-table generation for AN004956
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1153.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1154.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1155.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1156.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1161.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1162.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1163.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1164.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1165.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1166.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1167.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1168.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1173.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1174.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1175.raw
Dataset22_longterm_lowFA_PKCi_MEL_porphyrin
Copy of 20231002_QEF2_Phenomenex_MELHeme_AM1176.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST002837
No raw data detected. Ignoring ST002837
Processing  ST001334
Initiating REDU-table generation for AN002223
Rest length is 80
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
05222018_011.raw
05222018_012.raw
05222018_013.raw
05222018_014.raw
05222018_015.raw
05222018_016.raw
05222018_017.raw
05222018_018.raw
05222018_019.raw
05222018_020.raw
05222018_021.raw
05222018_022.raw
05222018_023.raw
05222018_024.raw
05222018_025.raw
05222018_026.raw
05222018_027.raw
05222018_028.raw
05222018_029.raw
05222018_030.raw
05222018_031.raw
05222018_032.raw
05222018_033.raw
05222018_034.raw
05222018_035.raw
05222018_036.raw
05222018_037.raw
05222018_038.raw
05222018_039.raw
05222018_040.raw
05222018_041.raw
05222018_042.raw
05222018_043.raw
05222018_044.raw
05222018_045.raw
05222018_046.raw
05222018_047.raw
05222018_048.raw
05222018_049.raw
05222018_050.raw
05222018_051.raw
05222018_052.raw
05222018_053.raw
05222018_054.raw
05222018_055.raw
05222018_056.raw
05222018_057.raw
05222018_058.raw
05222018_059.raw
05222018_060.raw
05222018_061.raw
05222018_062.raw
05222018_063.raw
05222018_064.raw
05222018_065.raw
05222018_066.raw
05222018_067.raw
05222018_068.raw
05222018_069.raw
05222018_070.raw
05222018_071.raw
05222018_072.raw
05222018_073.raw
05222018_074.raw
05222018_075.raw
05222018_076.raw
05222018_077.raw
05222018_078.raw
05222018_079.raw
05222018_080.raw
05222018_081.raw
05222018_082.raw
05222018_083.raw
05222018_084.raw
05222018_085.raw
05222018_086.raw
05222018_087.raw
05222018_088.raw
05222018_089.raw
05222018_090.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 80 rows!
Extracted information for 80 samples.
Processing  ST000425
No raw data detected. Ignoring ST000425/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 218/3150 [13:11<46:11,  1.06it/s]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 221/3150 [13:14<45:49,  1.07it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 222/3150 [13:18<1:04:55,  1.33s/it]
Processing  ST001966
No raw data detected. Ignoring ST001966
Processing  ST001080
No raw data detected. Ignoring ST001080
Processing  ST002571
Initiating REDU-table generation for AN004236
Rest length is 11
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ap1calAP1GR_cytokinins_1.raw
ap1calAP1GR_cytokinins_2.raw
ap1calAP1GR_cytokinins_3.raw
ap1calAP1GR_cytokinins_4.raw
ap1calAP1GR_cytokinins_5.raw
drmy1ap1calAP1GR_cytokinins_1.raw
drmy1ap1calAP1GR_cytokinins_2.raw
drmy1ap1calAP1GR_cytokinins_3.raw
drmy1ap1calAP1GR_cytokinins_4.raw
drmy1ap1calAP1GR_cytokinins_5.raw
drmy1ap1calAP1GR_cytokinins_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST002686
No raw data detected. Ignoring ST002686
Processing  ST000982
No raw data detected. Ignoring ST000982
Processing  ST003077
Initiating REDU-table generation for AN005035
Rest length is 74
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
Mydata
Adipose491.raw
Mydata
Adipose492.raw
Mydata
Adipose493.raw
Mydata
Adipose494.raw
Mydata
Adipose501.raw
Mydata
Adipose502.raw
Mydata
Adipose503.raw
Mydata
Adipose505.raw
Mydata
Heart491.raw
Mydata
Heart492.raw
Mydata
Heart494.raw
Mydata
Heart501.raw
Mydata
Heart502.raw
Mydata
Heart503.raw
Mydata
Heart504.raw
Mydata
Heart505.raw
Mydata
Intestine491.raw
Mydata
Intestine493.raw
Mydata
Intestine494.raw
Mydata
Intestine501.raw
Mydata
Intestine502.raw
Mydata
Intestine503.raw
Mydata
Intestine504.raw
Mydata
Intestine505.raw
Mydata
Kidney491.raw
Mydata
Kidney492.raw
Mydata
Kidney493.raw
Mydata
Kidney494.raw
Mydata
Kidney501.raw
Mydata
Kidney502.raw
Mydata
Kidney503.raw
Mydata
Kidney504.raw
Mydata
Kidney505.raw
Mydata
Liver491.raw
Mydata
Liver492.raw
Mydata
Liver493.raw
Mydata
Liver494.raw
Mydata
Liver501.raw
Mydata
Liver502.raw
Mydata
Liver503.raw
Mydata
Liver504.raw
Mydata
Liver505.raw
Mydata
Muscle491.raw
Mydata
Muscle492.raw
Mydata
Muscle493.raw
Mydata
Muscle494.raw
Mydata
Muscle501.raw
Mydata
Muscle502.raw
Mydata
Muscle503.raw
Mydata
Muscle504.raw
Mydata
Muscle505.raw
Mydata
P1.raw
Mydata
P10.raw
Mydata
P11.raw
Mydata
P12.raw
Mydata
P13.raw
Mydata
P14.raw
Mydata
P2.raw
Mydata
P3.raw
Mydata
P4.raw
Mydata
Pooled_adipose_neg.raw
Mydata
Pooled_adipose_pos.raw
Mydata
Pooled_heart_neg.raw
Mydata
Pooled_heart_pos.raw
Mydata
Pooled_intestine_neg.raw
Mydata
Pooled_intestine_pos.raw
Mydata
Pooled_kidney_neg.raw
Mydata
Pooled_kidney_pos.raw
Mydata
Pooled_liver_neg.raw
Mydata
Pooled_liver_pos.raw
Mydata
Pooled_muscle_neg.raw
Mydata
Pooled_muscle_pos.raw
Mydata
Pooled_plasma_neg.raw
Mydata
Pooled_plasma_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 74 rows!
Extracted information for 74 samples.
Processing  ST001978
Initiating REDU-table generation for AN003226
Rest length is 80
raw file key found.
Initiating REDU-table generation for AN003227
Rest length is 80
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ381.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ382.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ383.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ384.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ385.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ386.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ387.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ388.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ389.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ390.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ391.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ392.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ393.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ394.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ395.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ396.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ397.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ398.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ399.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ400.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ402.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ403.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ434.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ434_pool1x_a.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ434_pool1x_b.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ434_pool1x_c.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ434_pool1x_d.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ435_pool03x.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_AJ436_pool01x_a.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_blank1.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_blank2.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_blank3.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_blank4.raw
20210109_QEF1_HILIC_AJ_CSFpatients20_blank5.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ405.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ406.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ407.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ408.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ409.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ410.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ411.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ412.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ413.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ414.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ415.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ416.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ417.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ418.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ419.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ420.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ421.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ422.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ423.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ424.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ425.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ426.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ427.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ428.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ429.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ430.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ431.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ432.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ433.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ437.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ438_pool1x_a.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ438_pool1x_b.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ438_pool1x_c.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ438_pool1x_d.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ438_pool1x_e.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ438_pool1x_e_20210112160513.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ439_pool03x.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ440_pool01x_a.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_AJ440_pool01x_b.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_blank1.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_blank2.raw
20210110_QEF1_HILIC_CSFPatients_20_part2_blank3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 76 rows!
Extracted information for 76 samples.
Processing  ST001613
No raw data detected. Ignoring ST001613
Processing  ST003419
Initiating REDU-table generation for AN005618
Rest length is 37
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HeLa MitoIP TLCD1 KO HA Tag 1.raw
HeLa MitoIP TLCD1 KO HA Tag 2.raw
HeLa MitoIP TLCD1 KO HA Tag 3.raw
HeLa MitoIP TLCD1 KO HA Tag 4.raw
HeLa MitoIP TLCD1 KO HA Tag 5.raw
HeLa MitoIP TLCD1 KO HA Tag 6.raw
HeLa MitoIP TLCD1 KO Myc Tag 1.raw
HeLa MitoIP TLCD1 KO Myc Tag 2.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 224/3150 [13:21<1:06:11,  1.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 225/3150 [13:24<1:24:23,  1.73s/it]
HeLa MitoIP TLCD1 KO Myc Tag 3.raw
HeLa MitoIP TLCD1 KO Myc Tag 4.raw
HeLa MitoIP TLCD1 KO Myc Tag 5.raw
HeLa MitoIP TLCD1 KO Myc Tag 6.raw
HeLa MitoIP WT HA Tag 1.raw
HeLa MitoIP WT HA Tag 2.raw
HeLa MitoIP WT HA Tag 3.raw
HeLa MitoIP WT HA Tag 4.raw
HeLa MitoIP WT HA Tag 5.raw
HeLa MitoIP WT HA Tag 6.raw
HeLa MitoIP WT Myc Tag 1.raw
HeLa MitoIP WT Myc Tag 2.raw
HeLa MitoIP WT Myc Tag 3.raw
HeLa MitoIP WT Myc Tag 4.raw
HeLa MitoIP WT Myc Tag 5.raw
HeLa MitoIP WT Myc Tag 6.raw
HeLa WholeCell TLCD1 KO HA Tag 1.raw
HeLa WholeCell TLCD1 KO HA Tag 2.raw
HeLa WholeCell TLCD1 KO HA Tag 3.raw
HeLa WholeCell TLCD1 KO MYC Tag 1.raw
HeLa WholeCell TLCD1 KO MYC Tag 2.raw
HeLa WholeCell TLCD1 KO MYC Tag 3.raw
HeLa WholeCell WT HA Tag 1.raw
HeLa WholeCell WT HA Tag 2.raw
HeLa WholeCell WT HA Tag 3.raw
HeLa WholeCell WT MYC Tag 1.raw
HeLa WholeCell WT MYC Tag 2.raw
HeLa WholeCell WT MYC Tag 3.raw
MitoIP process blank.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 37 rows!
Extracted information for 37 samples.
Processing  ST001371
Initiating REDU-table generation for AN002288
Rest length is 52
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002289
Rest length is 52
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Acorns_mzXML
Neg
B F_NEG C.mzXML
Acorns_mzXML
Neg
BOL1_NEG C.mzXML
Acorns_mzXML
Neg
BOL2_NEG C.mzXML
Acorns_mzXML
Neg
BOL3_NEG C.mzXML
Acorns_mzXML
Neg
BR_NEG C.mzXML
Acorns_mzXML
Neg
BR_NEG C_1.mzXML
Acorns_mzXML
Neg
B_NEG C1.mzXML
Acorns_mzXML
Neg
B_NEG C2.mzXML
Acorns_mzXML
Neg
B_NEG C3.mzXML
Acorns_mzXML
Neg
B_NEG C4.mzXML
Acorns_mzXML
Neg
B_NEG C5.mzXML
Acorns_mzXML
Neg
MAD1_NEG C.mzXML
Acorns_mzXML
Neg
MAD2_NEG C.mzXML
Acorns_mzXML
Neg
MAD3_NEG C.mzXML
Acorns_mzXML
Neg
MIX FEN F_NEG C.mzXML
Acorns_mzXML
Neg
MIX FEN_NEG C.mzXML
Acorns_mzXML
Neg
NTC1_NEG C.mzXML
Acorns_mzXML
Neg
NTC2_NEG C.mzXML
Acorns_mzXML
Neg
NTC3_NEG C.mzXML
Acorns_mzXML
Neg
POL1_NEG C.mzXML
Acorns_mzXML
Neg
POL2_NEG C.mzXML
Acorns_mzXML
Neg
POL3_NEG C.mzXML
Acorns_mzXML
Neg
QC MIX2_NEG C01.mzXML
Acorns_mzXML
Neg
QC MIX2_NEG C02.mzXML
Acorns_mzXML
Neg
QC MIX2_NEG C03.mzXML
Acorns_mzXML
Neg
QC MIX2_NEG C04.mzXML
Acorns_mzXML
Pos
B F_POS C.mzXML
Acorns_mzXML
Pos
BOL1_POS C.mzXML
Acorns_mzXML
Pos
BOL2_POS C.mzXML
Acorns_mzXML
Pos
BOL3_POS C.mzXML
Acorns_mzXML
Pos
BR_POS C.mzXML
Acorns_mzXML
Pos
B_POS C1.mzXML
Acorns_mzXML
Pos
B_POS C2.mzXML
Acorns_mzXML
Pos
B_POS C3.mzXML
Acorns_mzXML
Pos
B_POS C4.mzXML
Acorns_mzXML
Pos
B_POS C5.mzXML
Acorns_mzXML
Pos
MAD1_POS C.mzXML
Acorns_mzXML
Pos
MAD2_POS C.mzXML
Acorns_mzXML
Pos
MAD3_POS C.mzXML
Acorns_mzXML
Pos
MIX FEN F_POS C.mzXML
Acorns_mzXML
Pos
MIX FEN_POS C.mzXML
Acorns_mzXML
Pos
NTC1_POS C.mzXML
Acorns_mzXML
Pos
NTC2_POS C.mzXML
Acorns_mzXML
Pos
NTC3_POS C.mzXML
Acorns_mzXML
Pos
POL1_POS C.mzXML
Acorns_mzXML
Pos
POL2_POS C.mzXML
Acorns_mzXML
Pos
POL3_POS C.mzXML
Acorns_mzXML
Pos
QC MIX2_POS C01.mzXML
Acorns_mzXML
Pos
QC MIX2_POS C02.mzXML
Acorns_mzXML
Pos
QC MIX2_POS C03.mzXML
Acorns_mzXML
Pos
QC MIX2_POS C04.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 51 rows!
Extracted information for 51 samples.
Processing  ST000953
Initiating REDU-table generation for AN001562
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 228.67it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001563
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 226.87it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 226/3150 [13:28<1:38:58,  2.03s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 227/3150 [13:30<1:44:56,  2.15s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 228/3150 [13:32<1:46:27,  2.19s/it]
  7%|▋         | 231/3150 [13:33<53:56,  1.11s/it]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_10[EW-10-RT]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_11[EW-10-RCH]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_12-14_pool[EW-10-ACC]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_12-14_pool[EW-10-ACC]n_dd.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_1[EW-02-RT]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_1[EW-02-RT]n_dd.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_2[EW-02-RCH]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_3[EW-02-ACC]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_4[EW-06-RT]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_5[EW-06-RCH]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_5[EW-06-RCH]n_dd.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_6[EW-06-ACC]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_7[EW-07-RT]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_8[EW-07-RCH]n.mzXML
Cahan_WB
Data
MzXML
NEG
QE2_lm_29_Cahan_9[EW-07-ACC]n.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_10[EW-10-RT]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_11[EW-10-RCH]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_12-14_pool[EW-10-ACC]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_12-14_pool[EW-10-ACC]p_dd.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_1[EW-02-RT]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_1[EW-02-RT]p_dd.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_2[EW-02-RCH]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_3[EW-02-ACC]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_4[EW-06-RT]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_5[EW-06-RCH]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_5[EW-06-RCH]p_dd.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_6[EW-06-ACC]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_7[EW-07-RT]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_8[EW-07-RCH]p.mzXML
Cahan_WB
Data
MzXML
POS
QE2_lm_29_Cahan_9[EW-07-ACC]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST001842
Initiating REDU-table generation for AN002985
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
379866 Valentina Midici raw data files
171207cZKsa01_1.cdf
379866 Valentina Midici raw data files
171207cZKsa02_1.cdf
379866 Valentina Midici raw data files
171207cZKsa03_1.cdf
379866 Valentina Midici raw data files
171207cZKsa04_1.cdf
379866 Valentina Midici raw data files
171207cZKsa05_1.cdf
379866 Valentina Midici raw data files
171207cZKsa06_1.cdf
379866 Valentina Midici raw data files
171207cZKsa07_1.cdf
379866 Valentina Midici raw data files
171207cZKsa08_1.cdf
379866 Valentina Midici raw data files
171207cZKsa09_1.cdf
379866 Valentina Midici raw data files
171207cZKsa10_1.cdf
379866 Valentina Midici raw data files
171207cZKsa11_1.cdf
379866 Valentina Midici raw data files
171207cZKsa12_1.cdf
379866 Valentina Midici raw data files
171207cZKsa13_1.cdf
379866 Valentina Midici raw data files
171207cZKsa14_1.cdf
379866 Valentina Midici raw data files
171207cZKsa15_1.cdf
379866 Valentina Midici raw data files
171207cZKsa16_1.cdf
379866 Valentina Midici raw data files
171207cZKsa17_1.cdf
379866 Valentina Midici raw data files
171207cZKsa18_1.cdf
379866 Valentina Midici raw data files
171207cZKsa19_1.cdf
379866 Valentina Midici raw data files
171207cZKsa20_1.cdf
379866 Valentina Midici raw data files
171207cZKsa21_1.cdf
379866 Valentina Midici raw data files
171207cZKsa22_1.cdf
379866 Valentina Midici raw data files
171207cZKsa23_1.cdf
379866 Valentina Midici raw data files
171207cZKsa24_1.cdf
379866 Valentina Midici raw data files
171207cZKsa25_1.cdf
379866 Valentina Midici raw data files
171207cZKsa26_1.cdf
379866 Valentina Midici raw data files
171207cZKsa27_1.cdf
379866 Valentina Midici raw data files
171207cZKsa28_1.cdf
379866 Valentina Midici raw data files
171207cZKsa29_1.cdf
379866 Valentina Midici raw data files
171207cZKsa30_1.cdf
379866 Valentina Midici raw data files
171207cZKsa31_1.cdf
379866 Valentina Midici raw data files
171207cZKsa32_1.cdf
379866 Valentina Midici raw data files
171207cZKsa33_1.cdf
379866 Valentina Midici raw data files
171207cZKsa34_1.cdf
379866 Valentina Midici raw data files
171207cZKsa35_1.cdf
379866 Valentina Midici raw data files
171207cZKsa36_1.cdf
379866 Valentina Midici raw data files
171207cZKsa37_1.cdf
379866 Valentina Midici raw data files
171207cZKsa38_1.cdf
379866 Valentina Midici raw data files
171207cZKsa39_1.cdf
379866 Valentina Midici raw data files
171207cZKsa40_1.cdf
379866 Valentina Midici raw data files
171207cZKsa41_1.cdf
379866 Valentina Midici raw data files
171207cZKsa42_1.cdf
379866 Valentina Midici raw data files
171207cZKsa43_1.cdf
379866 Valentina Midici raw data files
171207cZKsa44_1.cdf
379866 Valentina Midici raw data files
171207cZKsa45_1.cdf
379866 Valentina Midici raw data files
171207cZKsa46_1.cdf
379866 Valentina Midici raw data files
171207cZKsa47_1.cdf
379866 Valentina Midici raw data files
171207cZKsa48_1.cdf
379866 Valentina Midici raw data files
171207cZKsa49_1.cdf
379866 Valentina Midici raw data files
171207cZKsa50_1.cdf
379866 Valentina Midici raw data files
171208cZKsa01_1.cdf
379866 Valentina Midici raw data files
171208cZKsa02_1.cdf
379866 Valentina Midici raw data files
171208cZKsa03_1.cdf
379866 Valentina Midici raw data files
171208cZKsa04_1.cdf
379866 Valentina Midici raw data files
171208cZKsa05_1.cdf
379866 Valentina Midici raw data files
171208cZKsa06_1.cdf
379866 Valentina Midici raw data files
171208cZKsa07_1.cdf
379866 Valentina Midici raw data files
171208cZKsa08_1.cdf
379866 Valentina Midici raw data files
171208cZKsa09_1.cdf
379866 Valentina Midici raw data files
171208cZKsa10_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST002396
Initiating REDU-table generation for AN003903
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
XML files
WT-21RL.mzXML
XML files
WT-22R.mzXML
XML files
WT-24R.mzXML
XML files
WT-8RL.mzXML
XML files
m-12L.mzXML
XML files
m-41RL.mzXML
XML files
m-6L.mzXML
XML files
m-6R.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST003273
No raw data detected. Ignoring ST003273
Processing  ST000902
No raw data detected. Ignoring ST000902
Processing  ST001412
No raw data detected. Ignoring ST001412
Processing  ST000679
No raw data detected. Ignoring ST000679
Processing  ST000378
No raw data detected. Ignoring ST000378
Processing  ST003055
Initiating REDU-table generation for AN005009
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20220907_liver_10_Thrb_lipidomics_JF
Liver_01.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_02.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_03.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_04.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_05.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_06.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_07.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_08.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_09.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_10.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_11.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_12.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_13.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_14.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_15.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_16.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_17.raw
20220907_liver_10_Thrb_lipidomics_JF/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 234/3150 [13:35<48:22,  1.00it/s]
Liver_18.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_19.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_20.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_21.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_22.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_23.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_24.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_25.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_26.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_27.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_28.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_29.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_30.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_31.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_32.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_33.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_34.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_35.raw
20220907_liver_10_Thrb_lipidomics_JF
Liver_36.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST002588
Initiating REDU-table generation for AN004260
Rest length is 47
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/47 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 47/47 [00:00<00:00, 526.13it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  7%|▋         | 235/3150 [13:38<1:02:44,  1.29s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  8%|▊         | 237/3150 [13:42<1:13:55,  1.52s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
17feb21_25.RAW
17feb21_26.RAW
17feb21_27.RAW
17feb21_28.RAW
17feb21_29.RAW
17feb21_30.RAW
17feb21_31.RAW
17feb21_32.RAW
17feb21_33.RAW
17feb21_34.RAW
17feb21_35.RAW
17feb21_36.RAW
17feb21_38.RAW
17feb21_39.RAW
17feb21_40.RAW
17feb21_41.RAW
17feb21_42.RAW
17feb21_43.RAW
17feb21_44.RAW
17feb21_45.RAW
17feb21_46.RAW
17feb21_47.RAW
17feb21_48.RAW
17feb21_49.RAW
19feb21_26.RAW
19feb21_27.RAW
19feb21_28.RAW
19feb21_29.RAW
19feb21_30.RAW
19feb21_31.RAW
19feb21_32.RAW
19feb21_33.RAW
19feb21_34.RAW
19feb21_35.RAW
19feb21_36.RAW
19feb21_37.RAW
19feb21_39.RAW
19feb21_40.RAW
19feb21_41.RAW
19feb21_42.RAW
19feb21_43.RAW
19feb21_44.RAW
19feb21_45.RAW
19feb21_46.RAW
19feb21_47.RAW
19feb21_48.RAW
19feb21_49.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 47 rows!
Extracted information for 47 samples.
Processing  ST000221
No raw data detected. Ignoring ST000221
Processing  ST002473
Initiating REDU-table generation for AN004039
Rest length is 48
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004040
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
PROTECT_Vparvula_2
HN
0001_ROJ_Purines_HN_pucD_Azathioprine-R2_20201218124340.raw
PROTECT_Vparvula_2
HN
0002_ROJ_Purines_HN_None_Azathioprine-R2_20201218131115.raw
PROTECT_Vparvula_2
HN
0003_ROJ_Purines_HN_None_None-R4.raw
PROTECT_Vparvula_2
HN
0004_ROJ_Purines_HN_WT_6-mercaptopurine-R1.raw
PROTECT_Vparvula_2
HN
0005_ROJ_Purines_HN_None_None-R2.raw
PROTECT_Vparvula_2
HN
0006_ROJ_Purines_HN_WT_6-mercaptopurine-R4.raw
PROTECT_Vparvula_2
HN
0007_ROJ_Purines_HN_WT_None-R4.raw
PROTECT_Vparvula_2
HN
0008_ROJ_Purines_HN_xdhA_None-R4.raw
PROTECT_Vparvula_2
HN
0009_ROJ_Purines_HN_xdhA_None-R3.raw
PROTECT_Vparvula_2
HN
0010_ROJ_Purines_HN_xdhA_6-mercaptopurine-R1.raw
PROTECT_Vparvula_2
HN
0011_ROJ_Purines_HN_WT_None-R1.raw
PROTECT_Vparvula_2
HN
0012_ROJ_Purines_HN_pucD_6-mercaptopurine-R1.raw
PROTECT_Vparvula_2
HN
0013_ROJ_Purines_HN_WT_Azathioprine-R3.raw
PROTECT_Vparvula_2
HN
0014_ROJ_Purines_HN_pucD_6-mercaptopurine-R3.raw
PROTECT_Vparvula_2
HN
0015_ROJ_Purines_HN_WT_None-R2.raw
PROTECT_Vparvula_2
HN
0016_ROJ_Purines_HN_xdhA_Azathioprine-R3.raw
PROTECT_Vparvula_2
HN
0017_ROJ_Purines_HN_xdhA_None-R1.raw
PROTECT_Vparvula_2
HN
0018_ROJ_Purines_HN_pucD_None-R2.raw
PROTECT_Vparvula_2
HN
0019_ROJ_Purines_HN_WT_Azathioprine-R4.raw
PROTECT_Vparvula_2
HN
0020_ROJ_Purines_HN_pucD_None-R3.raw
PROTECT_Vparvula_2
HN
0021_ROJ_Purines_HN_None_6-mercaptopurine-R4.raw
PROTECT_Vparvula_2
HN
0022_ROJ_Purines_HN_WT_Azathioprine-R1.raw
PROTECT_Vparvula_2
HN
0023_ROJ_Purines_HN_xdhA_None-R2.raw
PROTECT_Vparvula_2
HN
0024_ROJ_Purines_HN_xdhA_6-mercaptopurine-R3.raw
PROTECT_Vparvula_2
HN
0025_ROJ_Purines_HN_xdhA_Azathioprine-R1.raw
PROTECT_Vparvula_2
HN
0026_ROJ_Purines_HN_xdhA_6-mercaptopurine-R4.raw
PROTECT_Vparvula_2
HN
0027_ROJ_Purines_HN_None_6-mercaptopurine-R1.raw
PROTECT_Vparvula_2
HN
0028_ROJ_Purines_HN_WT_Azathioprine-R2.raw
PROTECT_Vparvula_2
HN
0029_ROJ_Purines_HN_WT_None-R3.raw
PROTECT_Vparvula_2
HN
0030_ROJ_Purines_HN_xdhA_6-mercaptopurine-R2.raw
PROTECT_Vparvula_2
HN
0031_ROJ_Purines_HN_WT_6-mercaptopurine-R3.raw
PROTECT_Vparvula_2
HN
0032_ROJ_Purines_HN_None_Azathioprine-R3.raw
PROTECT_Vparvula_2
HN
0033_ROJ_Purines_HN_pucD_6-mercaptopurine-R4.raw
PROTECT_Vparvula_2
HN
0034_ROJ_Purines_HN_pucD_6-mercaptopurine-R2.raw
PROTECT_Vparvula_2
HN
0035_ROJ_Purines_HN_pucD_Azathioprine-R1.raw
PROTECT_Vparvula_2
HN
0036_ROJ_Purines_HN_pucD_None-R4.raw
PROTECT_Vparvula_2
HN
0037_ROJ_Purines_HN_None_None-R3.raw
PROTECT_Vparvula_2
HN
0038_ROJ_Purines_HN_pucD_Azathioprine-R3.raw
PROTECT_Vparvula_2
HN
0039_ROJ_Purines_HN_None_6-mercaptopurine-R2.raw
PROTECT_Vparvula_2
HN
0040_ROJ_Purines_HN_None_Azathioprine-R4.raw
PROTECT_Vparvula_2
HN
0041_ROJ_Purines_HN_None_6-mercaptopurine-R3.raw
PROTECT_Vparvula_2
HN
0042_ROJ_Purines_HN_xdhA_Azathioprine-R4.raw
PROTECT_Vparvula_2
HN
0043_ROJ_Purines_HN_None_Azathioprine-R1.raw
PROTECT_Vparvula_2
HN
0044_ROJ_Purines_HN_xdhA_Azathioprine-R2.raw
PROTECT_Vparvula_2
HN
0045_ROJ_Purines_HN_WT_6-mercaptopurine-R2.raw
PROTECT_Vparvula_2
HN
0046_ROJ_Purines_HN_pucD_Azathioprine-R4.raw
PROTECT_Vparvula_2
HN
0047_ROJ_Purines_HN_None_None-R1.raw
PROTECT_Vparvula_2
HN
0048_ROJ_Purines_HN_pucD_None-R1.raw
PROTECT_Vparvula_2
HP
0001_ROJ_Purines_HP-pucD_Azathioprine-R2.raw
PROTECT_Vparvula_2
HP
0002_ROJ_Purines_HP-None_Azathioprine-R2.raw
PROTECT_Vparvula_2
HP
0003_ROJ_Purines_HP-None_None-R4.raw
PROTECT_Vparvula_2
HP
0004_ROJ_Purines_HP-WT_6-mercaptopurine-R1.raw
PROTECT_Vparvula_2
HP
0005_ROJ_Purines_HP-None_None-R2.raw
PROTECT_Vparvula_2
HP
0006_ROJ_Purines_HP-WT_6-mercaptopurine-R4.raw
PROTECT_Vparvula_2
HP
0007_ROJ_Purines_HP-WT_None-R4.raw
PROTECT_Vparvula_2
HP
0008_ROJ_Purines_HP-xdhA_None-R4.raw
PROTECT_Vparvula_2
HP
0009_ROJ_Purines_HP-xdhA_None-R3.raw
PROTECT_Vparvula_2
HP
0010_ROJ_Purines_HP-xdhA_6-mercaptopurine-R1.raw
PROTECT_Vparvula_2
HP
0011_ROJ_Purines_HP-WT_None-R1.raw
PROTECT_Vparvula_2
HP
0012_ROJ_Purines_HP-pucD_6-mercaptopurine-R1.raw
PROTECT_Vparvula_2
HP
0013_ROJ_Purines_HP-WT_Azathioprine-R3.raw
PROTECT_Vparvula_2
HP
0014_ROJ_Purines_HP-pucD_6-mercaptopurine-R3.raw
PROTECT_Vparvula_2
HP
0015_ROJ_Purines_HP-WT_None-R2.raw
PROTECT_Vparvula_2
HP
0016_ROJ_Purines_HP-xdhA_Azathioprine-R3.raw
PROTECT_Vparvula_2
HP
0017_ROJ_Purines_HP-xdhA_None-R1.raw
PROTECT_Vparvula_2
HP
0018_ROJ_Purines_HP-pucD_None-R2.raw
PROTECT_Vparvula_2
HP
0019_ROJ_Purines_HP-WT_Azathioprine-R4.raw
PROTECT_Vparvula_2
HP
0020_ROJ_Purines_HP-pucD_None-R3.raw
PROTECT_Vparvula_2
HP
0021_ROJ_Purines_HP-None_6-mercaptopurine-R4.raw
PROTECT_Vparvula_2
HP
0022_ROJ_Purines_HP-WT_Azathioprine-R1.raw
PROTECT_Vparvula_2
HP
0023_ROJ_Purines_HP-xdhA_None-R2.raw
PROTECT_Vparvula_2
HP
0024_ROJ_Purines_HP-xdhA_6-mercaptopurine-R3.raw
PROTECT_Vparvula_2
HP
0025_ROJ_Purines_HP-xdhA_Azathioprine-R1.raw
PROTECT_Vparvula_2
HP
0026_ROJ_Purines_HP-xdhA_6-mercaptopurine-R4.raw
PROTECT_Vparvula_2
HP
0027_ROJ_Purines_HP-None_6-mercaptopurine-R1.raw
PROTECT_Vparvula_2
HP
0028_ROJ_Purines_HP-WT_Azathioprine-R2.raw
PROTECT_Vparvula_2
HP
0029_ROJ_Purines_HP-WT_None-R3.raw
PROTECT_Vparvula_2
HP
0030_ROJ_Purines_HP-xdhA_6-mercaptopurine-R2.raw
PROTECT_Vparvula_2
HP
0031_ROJ_Purines_HP-WT_6-mercaptopurine-R3.raw
PROTECT_Vparvula_2
HP
0032_ROJ_Purines_HP-None_Azathioprine-R3.raw
PROTECT_Vparvula_2
HP
0033_ROJ_Purines_HP-pucD_6-mercaptopurine-R4.raw
PROTECT_Vparvula_2
HP
0034_ROJ_Purines_HP-pucD_6-mercaptopurine-R2.raw
PROTECT_Vparvula_2
HP
0035_ROJ_Purines_HP-pucD_Azathioprine-R1.raw
PROTECT_Vparvula_2
HP
0036_ROJ_Purines_HP-pucD_None-R4.raw
PROTECT_Vparvula_2
HP
0037_ROJ_Purines_HP-None_None-R3.raw
PROTECT_Vparvula_2
HP
0038_ROJ_Purines_HP-pucD_Azathioprine-R3.raw
PROTECT_Vparvula_2
HP
0039_ROJ_Purines_HP-None_6-mercaptopurine-R2.raw
PROTECT_Vparvula_2
HP
0040_ROJ_Purines_HP-None_Azathioprine-R4.raw
PROTECT_Vparvula_2
HP
0041_ROJ_Purines_HP-None_6-mercaptopurine-R3.raw
PROTECT_Vparvula_2
HP
0042_ROJ_Purines_HP-xdhA_Azathioprine-R4.raw
PROTECT_Vparvula_2
HP
0043_ROJ_Purines_HP-None_Azathioprine-R1.raw
PROTECT_Vparvula_2
HP
0044_ROJ_Purines_HP-xdhA_Azathioprine-R2.raw
PROTECT_Vparvula_2
HP
0045_ROJ_Purines_HP-WT_6-mercaptopurine-R2.raw
PROTECT_Vparvula_2
HP
0046_ROJ_Purines_HP-pucD_Azathioprine-R4.raw
PROTECT_Vparvula_2
HP
0047_ROJ_Purines_HP-None_None-R1.raw
PROTECT_Vparvula_2
HP
0048_ROJ_Purines_HP-pucD_None-R1.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 96 rows!
Extracted information for 96 samples.
Processing  ST000607
No raw data detected. Ignoring ST000607
Processing  ST001745
No raw data detected. Ignoring ST001745
Processing  ST003330
Initiating REDU-table generation for AN005455
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 997.09it/s]

  8%|▊         | 240/3150 [13:42<47:13,  1.03it/s]  
  8%|▊         | 244/3150 [13:43<27:09,  1.78it/s]
  8%|▊         | 248/3150 [13:43<17:17,  2.80it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  8%|▊         | 250/3150 [13:46<31:59,  1.51it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  8%|▊         | 252/3150 [13:49<37:37,  1.28it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000384
No raw data detected. Ignoring ST000384
Processing  ST001116
No raw data detected. Ignoring ST001116
Processing  ST002632
No raw data detected. Ignoring ST002632
Processing  ST000450
No raw data detected. Ignoring ST000450
Processing  ST000680
No raw data detected. Ignoring ST000680
Processing  ST002754
No raw data detected. Ignoring ST002754
Processing  ST002660
No raw data detected. Ignoring ST002660
Processing  ST000041
No raw data detected. Ignoring ST000041
Processing  ST002281
Initiating REDU-table generation for AN003725
Rest length is 20
raw file key found.
Initiating REDU-table generation for AN003726
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Negative mode
HFX3_1074585_CN_QC1.raw
Negative mode
HFX3_1074585_CN_QC2.raw
Negative mode
HFX3_1074585_CN_QC3.raw
Negative mode
HFX3_1074585_CN_blank.raw
Negative mode
HFX3_CN1_FZTM220002975-1A_N1 group.raw
Negative mode
HFX3_CN2_FZTM220002976-1A_N2 group.raw
Negative mode
HFX3_CN3_FZTM220002977-1A_N3 group.raw
Negative mode
HFX3_CN4_FZTM220002978-1A_P1 group.raw
Negative mode
HFX3_CN5_FZTM220002979-1A_P2 group.raw
Negative mode
HFX3_CN6_FZTM220002980-1A_P3 group.raw
Positive mode
HFX3_1074585_CP_QC1.raw
Positive mode
HFX3_1074585_CP_QC2.raw
Positive mode
HFX3_1074585_CP_QC3.raw
Positive mode
HFX3_1074585_CP_blank.raw
Positive mode
HFX3_CP1_FZTM220002975-1A_N1 group.raw
Positive mode
HFX3_CP2_FZTM220002976-1A_N2 group.raw
Positive mode
HFX3_CP3_FZTM220002977-1A_N3 group.raw
Positive mode
HFX3_CP4_FZTM220002978-1A_P1 group.raw
Positive mode
HFX3_CP5_FZTM220002979-1A_P2 group.raw
Positive mode
HFX3_CP6_FZTM220002980-1A_P3 group.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST000110
No raw data detected. Ignoring ST000110
Processing  ST002202
No raw data detected. Ignoring ST002202
Processing  ST001946
Initiating REDU-table generation for AN003168
Rest length is 28
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
B01.CDF
B02.CDF
B03.CDF
B05.CDF
B06.CDF
B07.CDF
B08.CDF
B09.CDF
B10.CDF
B11.CDF
B12.CDF
B14.CDF
B15.CDF
B16.CDF
D01.CDF
D02.CDF
D03.CDF
D04.CDF
D05.CDF
D06.CDF
D07.CDF
D08.CDF
D09.CDF
D10.CDF
D11.CDF
D12.CDF
D13.CDF
D14.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST000623
No raw data detected. Ignoring ST000623
Processing  ST001273
Initiating REDU-table generation for AN002113
Rest length is 62
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/62 [00:00<?, ?it/s]

Mapping potential matches:  34%|███▍      | 21/62 [00:00<00:00, 202.57it/s]

Mapping potential matches:  68%|██████▊   | 42/62 [00:00<00:00, 202.16it/s]
Mapping potential matches: 100%|██████████| 62/62 [00:00<00:00, 203.18it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002114
Rest length is 62
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/62 [00:00<?, ?it/s]

Mapping potential matches:  34%|███▍      | 21/62 [00:00<00:00, 200.45it/s]

Mapping potential matches:  68%|██████▊   | 42/62 [00:00<00:00, 199.50it/s]

Mapping potential matches: 100%|██████████| 62/62 [00:00<00:00, 199.61it/s]
Mapping potential matches: 100%|██████████| 62/62 [00:00<00:00, 199.59it/s]

  8%|▊         | 254/3150 [13:50<37:00,  1.30it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  8%|▊         | 256/3150 [13:52<41:26,  1.16it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000026
No raw data detected. Ignoring ST000026
Processing  ST001798
Initiating REDU-table generation for AN002920
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzXML
N1958_1.mzXML
mzXML
N1958_2.mzXML
mzXML
N1958_3.mzXML
mzXML
N1958_4.mzXML
mzXML
N1958_5.mzXML
mzXML
N1958_6.mzXML
mzXML
N1958_7.mzXML
mzXML
N1958_8.mzXML
mzXML
N1958_9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST000033
No raw data detected. Ignoring ST000033
Processing  ST000723
No raw data detected. Ignoring ST000723
Processing  ST002833
Initiating REDU-table generation for AN004627
Rest length is 119
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004628
Rest length is 119
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
PoYi_C18_2022
metaboproj_165C_20220203Neg_BK2.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_BK3.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_BK4.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_BK5.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_BK6.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_BK7.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_BK8.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_QC2.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_QC3.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_QC4.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_QC5.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_QC6.raw
PoYi_C18_2022
metaboproj_165C_20220203Neg_QC7.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_BK2.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_BK3.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_BK4.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_BK5.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_BK6.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_BK7.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_BK8.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_QC2.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_QC3.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_QC4.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_QC5.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_QC6.raw
PoYi_C18_2022
metaboproj_165C_20220203Pos_QC7.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0002.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0003.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0004.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0005.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0009.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0010.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0011.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0013.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0015.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0017.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0018.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0019.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0020.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0021.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0022.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0023.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0025.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0028.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0029.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0031.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0033.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0034.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0035.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0036.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0038.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0039.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0042.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0044.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0045.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0046.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0047.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0048.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0049.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0050.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0051.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0052.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0053.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0054.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0055.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0056.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0058.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0059.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0060.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0062.raw
PoYi_C18_2022
metaboproj_165C_20220203_Neg_1_MSA0063.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0001.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0002.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0003.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0004.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0005.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0009.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0010.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0011.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0013.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0014.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0015.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0017.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0018.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0019.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0020.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0021.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0022.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0023.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0024.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0025.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0028.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0029.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0031.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0033.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0034.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0035.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0036.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0038.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0039.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0042.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0044.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0045.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0046.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0047.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0048.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0049.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  8%|▊         | 259/3150 [13:58<57:40,  1.20s/it]
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0050.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0051.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0052.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0053.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0054.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0055.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0056.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0058.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0059.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0060.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0062.raw
PoYi_C18_2022
metaboproj_165C_20220203_Pos_1_MSA0063.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 119 rows!
Extracted information for 119 samples.
Processing  ST003411
Initiating REDU-table generation for AN005602
Rest length is 52
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 433.07it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005603
Rest length is 52
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 428.60it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  8%|▊         | 260/3150 [14:02<1:20:51,  1.68s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  8%|▊         | 263/3150 [14:06<1:11:11,  1.48s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230205 Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-Blank (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-Blank (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-Blank (4).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-Blank (5).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-Blank.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-Bottle med (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-Bottle med (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-Bottle med.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 0 uM cells (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 0 uM cells (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 0 uM cells.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 0 uM med (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 0 uM med (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 0 uM med.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 1 uM cells (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 1 uM cells (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 1 uM cells.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 1 uM med (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 1 uM med (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 1 uM med.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 100 uM cells (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 100 uM cells (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 100 uM cells.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 100 uM med (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 100 uM med (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 100 uM med.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 15 uM cells (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 15 uM cells (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 15 uM cells.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 15 uM med (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 15 uM med (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 15 uM med.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 20 uM cells (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 20 uM cells (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 20 uM cells.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 20 uM med (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 20 uM med (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 20 uM med.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 40 uM cells (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 40 uM cells (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 40 uM cells.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 40 uM med (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 40 uM med (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 40 uM med.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 5 uM cells (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 5 uM cells (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 5 uM cells.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 5 uM med (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 5 uM med (3).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-C75 5 uM med.mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-DMEM_F12 no adds (2).mzML
Dima C75 rerun extended mzML
20230205 Dima C75 rerun extended-DMEM_F12 no adds.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 52 rows!
Extracted information for 52 samples.
Processing  ST000176
No raw data detected. Ignoring ST000176
Processing  ST001201
No raw data detected. Ignoring ST001201
Processing  ST002668
Initiating REDU-table generation for AN004340
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0349m_MoTrPAC_PASS1B_HP-PREFA01.raw
0349n_MoTrPAC_PASS1B_HP-PREFB01.raw
0349o_MoTrPAC_PASS1B_HP-Sed01-LUN.raw
0349p_MoTrPAC_PASS1B_HP-Sed02-LUN.raw
0349q_MoTrPAC_PASS1B_HP-IPE01-LUN.raw
0349r_MoTrPAC_PASS1B_HP-IPE02-LUN.raw
0350_MoTrPAC_PASS1B_HP-90217016605-LUN.raw
0351_MoTrPAC_PASS1B_HP-90218016605-LUN.raw
0352_MoTrPAC_PASS1B_HP-90222016605-LUN.raw
0353_MoTrPAC_PASS1B_HP-90223016605-LUN.raw
0354_MoTrPAC_PASS1B_HP-90225016605-LUN.raw
0355_MoTrPAC_PASS1B_HP-90227016605-LUN.raw
0356_MoTrPAC_PASS1B_HP-90229016605-LUN.raw
0357_MoTrPAC_PASS1B_HP-90232016605-LUN.raw
0358_MoTrPAC_PASS1B_HP-90237016605-LUN.raw
0359_MoTrPAC_PASS1B_HP-90239016605-LUN.raw
0360_MoTrPAC_PASS1B_HP-90245016605-LUN.raw
0361_MoTrPAC_PASS1B_HP-90248016605-LUN.raw
0362_MoTrPAC_PASS1B_HP-90251016605-LUN.raw
0363_MoTrPAC_PASS1B_HP-90252016605-LUN.raw
0364_MoTrPAC_PASS1B_HP-90254016605-LUN.raw
0365_MoTrPAC_PASS1B_HP-90258016605-LUN.raw
0366_MoTrPAC_PASS1B_HP-90259016605-LUN.raw
0367_MoTrPAC_PASS1B_HP-90265016605-LUN.raw
0368_MoTrPAC_PASS1B_HP-90266016605-LUN.raw
0369_MoTrPAC_PASS1B_HP-90267016605-LUN.raw
0369a_MoTrPAC_PASS1B_HP-PREFA02.raw
0369b_MoTrPAC_PASS1B_HP-PREFB02.raw
0370_MoTrPAC_PASS1B_HP-90280016605-LUN.raw
0371_MoTrPAC_PASS1B_HP-90281016605-LUN.raw
0372_MoTrPAC_PASS1B_HP-90283016605-LUN.raw
0373_MoTrPAC_PASS1B_HP-90289016605-LUN.raw
0374_MoTrPAC_PASS1B_HP-90292016605-LUN.raw
0375_MoTrPAC_PASS1B_HP-90406016605-LUN.raw
0376_MoTrPAC_PASS1B_HP-90410016605-LUN.raw
0377_MoTrPAC_PASS1B_HP-90412016605-LUN.raw
0378_MoTrPAC_PASS1B_HP-90416016605-LUN.raw
0379_MoTrPAC_PASS1B_HP-90420016605-LUN.raw
0380_MoTrPAC_PASS1B_HP-90421016605-LUN.raw
0381_MoTrPAC_PASS1B_HP-90422016605-LUN.raw
0382_MoTrPAC_PASS1B_HP-90423016605-LUN.raw
0383_MoTrPAC_PASS1B_HP-90426016605-LUN.raw
0384_MoTrPAC_PASS1B_HP-90430016605-LUN.raw
0385_MoTrPAC_PASS1B_HP-90439016605-LUN.raw
0386_MoTrPAC_PASS1B_HP-90441016605-LUN.raw
0387_MoTrPAC_PASS1B_HP-90444016605-LUN.raw
0388_MoTrPAC_PASS1B_HP-90449016605-LUN.raw
0389_MoTrPAC_PASS1B_HP-90450016605-LUN.raw
0389a_MoTrPAC_PASS1B_HP-PREFA03.raw
0389b_MoTrPAC_PASS1B_HP-PREFB03.raw
0390_MoTrPAC_PASS1B_HP-90559016605-LUN.raw
0391_MoTrPAC_PASS1B_HP-90560016605-LUN.raw
0392_MoTrPAC_PASS1B_HP-90564016605-LUN.raw
0393_MoTrPAC_PASS1B_HP-90567016605-LUN.raw
0394_MoTrPAC_PASS1B_HP-90571016605-LUN.raw
0395_MoTrPAC_PASS1B_HP-90576016605-LUN.raw
0396_MoTrPAC_PASS1B_HP-90578016605-LUN.raw
0397_MoTrPAC_PASS1B_HP-90581016605-LUN.raw
0398_MoTrPAC_PASS1B_HP-90585016605-LUN.raw
0399_MoTrPAC_PASS1B_HP-90587016605-LUN.raw
0399a_MoTrPAC_PASS1B_HP-Sed03-LUN.raw
0399b_MoTrPAC_PASS1B_HP-Sed04-LUN.raw
0399c_MoTrPAC_PASS1B_HP-IPE03-LUN.raw
0399d_MoTrPAC_PASS1B_HP-IPE04-LUN.raw
0399e_MoTrPAC_PASS1B_HP-PREFA04.raw
0399f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST002901
Initiating REDU-table generation for AN004760
Rest length is 32
raw file key found.
ENVOEnvironmentBiome: ADDED!/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  8%|▊         | 264/3150 [14:08<1:19:19,  1.65s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  8%|▊         | 265/3150 [14:11<1:31:36,  1.91s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▊         | 268/3150 [14:14<1:10:56,  1.48s/it]
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Sample_CF_1.mzML
Sample_CF_2.mzML
Sample_CF_3.mzML
Sample_CF_4.mzML
Sample_CF_5.mzML
Sample_CF_6.mzML
Sample_CF_7.mzML
Sample_CF_8.mzML
Sample_C_1.mzML
Sample_C_2.mzML
Sample_C_3.mzML
Sample_C_4.mzML
Sample_C_5.mzML
Sample_C_6.mzML
Sample_C_7.mzML
Sample_C_8.mzML
Sample_ISF_1.mzML
Sample_ISF_2.mzML
Sample_ISF_3.mzML
Sample_ISF_4.mzML
Sample_ISF_5.mzML
Sample_ISF_6.mzML
Sample_ISF_7.mzML
Sample_ISF_8.mzML
Sample_IS_1.mzML
Sample_IS_2.mzML
Sample_IS_3.mzML
Sample_IS_4.mzML
Sample_IS_5.mzML
Sample_IS_6.mzML
Sample_IS_7.mzML
Sample_IS_8.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST002775
Initiating REDU-table generation for AN004517
Rest length is 24
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004518
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Retina_RAW Data
Right_Retina_1_NEG.raw
Retina_RAW Data
Right_Retina_1_POS.raw
Retina_RAW Data
Right_Retina_2_NEG.raw
Retina_RAW Data
Right_Retina_2_POS.raw
Retina_RAW Data
Right_Retina_3_NEG.raw
Retina_RAW Data
Right_Retina_3_POS.raw
Retina_RAW Data
Right_Retina_4_NEG.raw
Retina_RAW Data
Right_Retina_4_POS.raw
Retina_RAW Data
Right_Retina_5_NEG.raw
Retina_RAW Data
Right_Retina_5_POS.raw
Retina_RAW Data
Right_Retina_6_NEG.raw
Retina_RAW Data
Right_Retina_6_POS.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000116
No raw data detected. Ignoring ST000116
Processing  ST001657
No raw data detected. Ignoring ST001657
Processing  ST001996
Initiating REDU-table generation for AN003255
Rest length is 18
raw file key found.
Initiating REDU-table generation for AN003256
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NecJ macrophage raw files
3 min pos
18.raw
NecJ macrophage raw files
3 min pos
19.raw
NecJ macrophage raw files
3 min pos
20.raw
NecJ macrophage raw files
3 min pos
21.raw
NecJ macrophage raw files
3 min pos
22.raw
NecJ macrophage raw files
3 min pos
23.raw
NecJ macrophage raw files
3 min pos
24.raw
NecJ macrophage raw files
3 min pos
25.raw
NecJ macrophage raw files
3 min pos
26.raw
NecJ macrophage raw files
3 min pos
27.raw
NecJ macrophage raw files
3 min pos
28.raw
NecJ macrophage raw files
3 min pos
29.raw
NecJ macrophage raw files
3 min pos
30.raw
NecJ macrophage raw files
3 min pos
31.raw
NecJ macrophage raw files
3 min pos
32.raw
NecJ macrophage raw files
3 min pos
33.raw
NecJ macrophage raw files
3 min pos
34.raw
NecJ macrophage raw files
3 min pos
35.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST003538
No raw data detected. Ignoring ST003538
Processing  ST002330
Initiating REDU-table generation for AN003801
Rest length is 144
raw file key found.
Initiating REDU-table generation for AN003802
Rest length is 144
raw file key found.
Initiating REDU-table generation for AN003803
Rest length is 144
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Metabolomics-mzXML-C18.zip
C18-RN1-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN1-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN10-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN10-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN11-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN11-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN12-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN12-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN13-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN13-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN14-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN14-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN15-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN15-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN16-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN16-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN17-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN17-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN18-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN18-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN19-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN19-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN2-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN2-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN20-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN20-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN21-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN21-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN22-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN22-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN23-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN23-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN24-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN24-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN25-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN25-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN26-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN26-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN27-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN27-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN28-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN28-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN29-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN29-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN3-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN3-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN30-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN30-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN31-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN31-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN32-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN32-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN33-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN33-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN34-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN34-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN35-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN35-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN36-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN36-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN4-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN4-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN5-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN5-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN6-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN6-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN7-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN7-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN8-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN8-pos.mzML
Metabolomics-mzXML-C18.zip
C18-RN9-neg.mzML
Metabolomics-mzXML-C18.zip
C18-RN9-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN1-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN1-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN10-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN10-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN11-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN11-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN12-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN12-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN13-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN13-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN14-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN14-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN15-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN15-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN16-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN16-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN17-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN17-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN18-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN18-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN19-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN19-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN2-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN2-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN20-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN20-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN21-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN21-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN22-neg.mzML
Metabolomics-mzXML-HILIC
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▊         | 270/3150 [14:19<1:28:24,  1.84s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▊         | 271/3150 [14:23<1:42:43,  2.14s/it]HILIC-RN22-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN23-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN23-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN24-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN24-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN25-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN25-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN26-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN26-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN27-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN27-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN28-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN28-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN29-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN29-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN3-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN3-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN30-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN30-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN31-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN31-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN32-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN32-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN33-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN33-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN34-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN34-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN35-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN35-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN36-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN36-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN4-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN4-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN5-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN5-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN6-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN6-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN7-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN7-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN8-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN8-pos.mzML
Metabolomics-mzXML-HILIC
HILIC-RN9-neg.mzML
Metabolomics-mzXML-HILIC
HILIC-RN9-pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 144 rows!
Extracted information for 144 samples.
Processing  ST003266
Initiating REDU-table generation for AN005350
Rest length is 61
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005351
Rest length is 61
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MS-RAW_DATA
N10.raw
MS-RAW_DATA
N11.raw
MS-RAW_DATA
N12.raw
MS-RAW_DATA
N13.raw
MS-RAW_DATA
N14.raw
MS-RAW_DATA
N15.raw
MS-RAW_DATA
N16.raw
MS-RAW_DATA
N17.raw
MS-RAW_DATA
N18.raw
MS-RAW_DATA
N19.raw
MS-RAW_DATA
N2.raw
MS-RAW_DATA
N20.raw
MS-RAW_DATA
N21.raw
MS-RAW_DATA
N23.raw
MS-RAW_DATA
N24.raw
MS-RAW_DATA
N25.raw
MS-RAW_DATA
N26.raw
MS-RAW_DATA
N27.raw
MS-RAW_DATA
N28.raw
MS-RAW_DATA
N29.raw
MS-RAW_DATA
N3.raw
MS-RAW_DATA
N30.raw
MS-RAW_DATA
N34.raw
MS-RAW_DATA
N35.raw
MS-RAW_DATA
N37.raw
MS-RAW_DATA
N38.raw
MS-RAW_DATA
N4.raw
MS-RAW_DATA
N41.raw
MS-RAW_DATA
N42.raw
MS-RAW_DATA
N43.raw
MS-RAW_DATA
N44.raw
MS-RAW_DATA
N45.raw
MS-RAW_DATA
N46.raw
MS-RAW_DATA
N47.raw
MS-RAW_DATA
N48.raw
MS-RAW_DATA
N49.raw
MS-RAW_DATA
N5.raw
MS-RAW_DATA
N50.raw
MS-RAW_DATA
N51.raw
MS-RAW_DATA
N52.raw
MS-RAW_DATA
N53.raw
MS-RAW_DATA
N54.raw
MS-RAW_DATA
N56.raw
MS-RAW_DATA
N57.raw
MS-RAW_DATA
N58.raw
MS-RAW_DATA
N59.raw
MS-RAW_DATA
N6.raw
MS-RAW_DATA
N60.raw
MS-RAW_DATA
N61.raw
MS-RAW_DATA
N62.raw
MS-RAW_DATA
N64.raw
MS-RAW_DATA
N68.raw
MS-RAW_DATA
N69.raw
MS-RAW_DATA
N7.raw
MS-RAW_DATA
N70.raw
MS-RAW_DATA
N8.raw
MS-RAW_DATA
N9.raw
MS-RAW_DATA
QC_MSMS_NEG_AS.raw
MS-RAW_DATA
QC_MSMS_NEG_NZ.raw
MS-RAW_DATA
QC_MSMS_POS_AS.raw
MS-RAW_DATA
QC_MSMS_POS_NZ.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 61 rows!
Extracted information for 61 samples.
Processing  ST001491
Initiating REDU-table generation for AN002470
Rest length is 172
raw file key found.
Initiating REDU-table generation for AN002471
Rest length is 172
raw file key found.
Initiating REDU-table generation for AN002472
Rest length is 172
raw file key found.
Initiating REDU-table generation for AN002473
Rest length is 172
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_1.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_10.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_100.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_101.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_102.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_103.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_104.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_105.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_106.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_107.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_108.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_109.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_11.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_110.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_111.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_112.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_113.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_114.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_115.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_116.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_117.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_118.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_119.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_12.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_120.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_121.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_122.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_123.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_124.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_125.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_126.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_127.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_128.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_129.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_13.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_130.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_131.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_132.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_133.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_134.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_135.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_136.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_137.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_138.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_139.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_14.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_140.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_141.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_142.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_143.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_144.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_145.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_146.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_147.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_148.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_149.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_15.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_150.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_151.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_152.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_153.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_154.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_155.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_156.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_157.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_158.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_159.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_16.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_160.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_161.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_162.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_163.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_164.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_165.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_166.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_167.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_168.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_169.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_17.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_170.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_171.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_172.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_18.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_19.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_2.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_20.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_21.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_22.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_23.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_24.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_25.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_26.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_27.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_28.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_29.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_3.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_30.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_31.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_32.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_33.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_34.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_35.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_36.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_37.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_38.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_39.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_4.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_40.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_41.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_42.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_43.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_44.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_45.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_46.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_47.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_48.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_49.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_5.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_50.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_51.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_52.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_53.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_54.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_55.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_56.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_57.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_58.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_59.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_6.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_60.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_61.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_62.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_63.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_64.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_65.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_66.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_67.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_68.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_69.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_7.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_70.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_71.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_72.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_73.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_74.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_75.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_76.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_77.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_78.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_79.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_8.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_80.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_81.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_82.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_83.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_84.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_85.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_86.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_87.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_88.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_89.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_9.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_90.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_91.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_92.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_93.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_94.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_95.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_96.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_97.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_98.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nHILIC_99.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_1.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_10.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_100.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_101.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_102.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_103.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_104.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_105.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_106.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_107.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_108.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_109.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_11.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_110.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_111.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_112.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_113.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_114.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_115.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_116.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_117.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_118.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_119.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_12.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_120.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_121.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_122.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_123.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_124.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_125.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_126.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_127.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_128.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_129.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_13.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_130.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_131.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_132.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_133.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_134.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_135.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_136.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_137.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_138.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_139.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_14.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_140.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_141.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_142.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_143.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_144.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_145.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_146.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_147.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_148.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_149.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_15.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_150.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_151.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_152.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_153.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_154.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_155.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_156.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_157.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_158.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_159.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_16.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_160.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_161.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_162.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_163.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_164.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_165.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_166.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_167.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_168.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_169.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_17.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_170.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_171.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_172.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_18.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_19.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_2.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_20.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_21.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_22.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_23.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_24.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_25.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_26.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_27.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_28.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_29.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_3.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_30.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_31.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_32.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_33.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_34.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_35.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_36.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_37.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_38.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_39.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_4.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_40.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_41.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_42.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_43.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_44.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_45.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_46.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_47.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_48.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_49.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_5.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_50.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_51.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_52.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_53.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_54.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_55.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_56.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_57.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_58.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_59.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_6.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_60.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_61.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_62.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_63.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_64.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_65.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_66.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_67.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_68.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_69.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_7.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_70.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_71.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_72.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_73.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_74.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_75.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_76.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_77.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_78.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_79.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_8.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_80.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_81.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_82.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_83.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_84.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_85.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_86.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_87.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_88.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_89.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_9.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_90.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_91.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_92.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_93.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_94.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_95.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_96.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_97.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_98.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
nRPLC_99.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_1.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_10.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_100.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_101.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_102.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_103.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_104.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_105.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_106.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_107.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_108.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_109.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_11.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_110.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_111.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_112.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_113.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_114.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_115.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_116.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_117.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_118.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_119.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_12.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_120.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_121.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_122.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_123.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_124.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_125.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_126.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_127.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_128.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_129.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_13.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_130.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_131.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_132.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_133.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_134.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_135.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_136.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_137.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_138.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_139.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_14.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_140.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_141.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_142.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_143.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_144.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_145.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_146.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_147.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_148.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_149.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_15.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_150.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_151.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_152.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_153.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_154.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_155.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_156.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_157.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_158.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_159.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_16.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_160.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_161.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_162.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_163.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_164.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_165.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_166.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_167.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_168.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_169.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_17.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_170.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_171.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_172.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_18.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_19.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_2.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_20.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_21.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_22.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_23.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_24.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_25.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_26.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_27.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_28.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_29.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_3.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_30.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_31.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_32.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_33.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_34.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_35.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_36.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_37.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_38.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_39.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_4.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_40.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_41.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_42.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_43.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_44.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_45.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_46.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_47.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_48.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_49.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_5.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_50.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_51.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_52.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_53.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_54.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_55.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_56.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_57.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_58.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_59.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_6.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_60.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_61.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_62.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_63.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_64.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_65.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_66.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_67.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_68.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_69.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_7.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_70.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_71.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_72.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_73.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_74.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_75.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_76.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_77.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_78.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_79.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_8.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_80.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_81.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_82.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_83.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_84.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_85.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_86.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_87.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_88.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_89.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_9.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_90.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_91.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_92.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_93.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_94.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_95.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_96.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_97.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_98.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pHILIC_99.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_1.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_10.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_100.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_101.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_102.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_103.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_104.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_105.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_106.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_107.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_108.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_109.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_11.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_110.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_111.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_112.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_113.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_114.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_115.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_116.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_117.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_118.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_119.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_12.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_120.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_121.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_122.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_123.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_124.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_125.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_126.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_127.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_128.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_129.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_13.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_130.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_131.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_132.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_133.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_134.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_135.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_136.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_137.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_138.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_139.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_14.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_140.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_141.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_142.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_143.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_144.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_145.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_146.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_147.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_148.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_149.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_15.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_150.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_151.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_152.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_153.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_154.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_155.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_156.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_157.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_158.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_159.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_16.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_160.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_161.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_162.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_163.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_164.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_165.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_166.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_167.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_168.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_169.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_17.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_170.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_171.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_172.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_18.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_19.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_2.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_20.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_21.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_22.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_23.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_24.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_25.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_26.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_27.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_28.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_29.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_3.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_30.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_31.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_32.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_33.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_34.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_35.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_36.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_37.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_38.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_39.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_4.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_40.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_41.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_42.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_43.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_44.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_45.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_46.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_47.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_48.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_49.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_5.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_50.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_51.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_52.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_53.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_54.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_55.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_56.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_57.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_58.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_59.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_60.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_61.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_62.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_63.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_64.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_79.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_81.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_82.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_83.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_89.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_90.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_91.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_92.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_93.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_94.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_95.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_96.raw
MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
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MOMI_Urine_Untargeted_Metabolomics
data deposition
pRPLC_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 688 rows!
Extracted information for 688 samples./app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▊         | 272/3150 [14:33<2:59:09,  3.74s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▊         | 275/3150 [15:50<11:00:49, 13.79s/it]
  9%|▉         | 279/3150 [15:50<5:52:24,  7.36s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▉         | 282/3150 [15:52<4:06:49,  5.16s/it]

Processing  ST000444
No raw data detected. Ignoring ST000444
Processing  ST003371
No raw data detected. Ignoring ST003371
Processing  ST001357
Initiating REDU-table generation for AN002260
Rest length is 166
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
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mtab_alm_UW_072718_33.mzML
mzML_files
mtab_alm_UW_072718_34.mzML
mzML_files
mtab_alm_UW_072718_35.mzML
mzML_files
mtab_alm_UW_072718_36.mzML
mzML_files
mtab_alm_UW_072718_37.mzML
mzML_files
mtab_alm_UW_072718_38.mzML
mzML_files
mtab_alm_UW_072718_39.mzML
mzML_files
mtab_alm_UW_072718_40.mzML
mzML_files
mtab_alm_UW_072718_41.mzML
mzML_files
mtab_alm_UW_072718_42.mzML
mzML_files
mtab_alm_UW_072718_43.mzML
mzML_files
mtab_alm_UW_072718_44.mzML
mzML_files
mtab_alm_UW_072718_45.mzML
mzML_files
mtab_alm_UW_072718_46.mzML
mzML_files
mtab_alm_UW_072718_47.mzML
mzML_files
mtab_alm_UW_072718_48.mzML
mzML_files
mtab_alm_UW_072718_49.mzML
mzML_files
mtab_alm_UW_072718_50.mzML
mzML_files
mtab_alm_UW_072718_51.mzML
mzML_files
mtab_alm_UW_072718_52.mzML
mzML_files
mtab_alm_UW_072718_53.mzML
mzML_files
mtab_alm_UW_072718_54.mzML
mzML_files
mtab_alm_UW_072718_55.mzML
mzML_files
mtab_alm_UW_072718_56.mzML
mzML_files
mtab_alm_UW_072718_57.mzML
mzML_files
mtab_alm_UW_072718_58.mzML
mzML_files
mtab_alm_UW_072718_59.mzML
mzML_files
mtab_alm_UW_072718_60.mzML
mzML_files
mtab_alm_UW_072718_61.mzML
mzML_files
mtab_alm_UW_072718_62.mzML
mzML_files
mtab_alm_UW_072718_63.mzML
mzML_files
mtab_alm_UW_072718_64.mzML
mzML_files
mtab_alm_UW_072718_65.mzML
mzML_files
mtab_alm_UW_072718_66.mzML
mzML_files
mtab_alm_UW_072718_67.mzML
mzML_files
mtab_alm_UW_072718_68.mzML
mzML_files
mtab_alm_UW_072718_69.mzML
mzML_files
mtab_alm_UW_072718_70.mzML
mzML_files
mtab_alm_UW_072718_71.mzML
mzML_files
mtab_alm_UW_072718_72.mzML
mzML_files
mtab_alm_UW_072718_73.mzML
mzML_files
mtab_alm_UW_072718_74.mzML
mzML_files
mtab_alm_UW_072718_75.mzML
mzML_files
mtab_alm_UW_072718_76.mzML
mzML_files
mtab_alm_UW_072718_77.mzML
mzML_files
mtab_alm_UW_072718_78.mzML
mzML_files
mtab_alm_UW_072718_79.mzML
mzML_files
mtab_alm_UW_072718_80.mzML
mzML_files
mtab_alm_UW_072718_81.mzML
mzML_files
mtab_alm_UW_072718_82.mzML
mzML_files
mtab_alm_UW_072718_83.mzML
mzML_files
mtab_alm_UW_072718_84.mzML
mzML_files
mtab_alm_UW_072718_85.mzML
mzML_files
mtab_alm_UW_072718_86.mzML
mzML_files
mtab_alm_UW_072718_87.mzML
mzML_files
mtab_alm_UW_072718_88.mzML
mzML_files
mtab_alm_UW_072718_89.mzML
mzML_files
mtab_alm_UW_072718_90.mzML
mzML_files
mtab_alm_UW_072718_91.mzML
mzML_files
mtab_alm_UW_072718_92.mzML
mzML_files
mtab_alm_UW_072718_93.mzML
mzML_files
mtab_alm_UW_072718_94.mzML
mzML_files
mtab_alm_UW_072718_95.mzML
mzML_files
mtab_alm_UW_072718_96.mzML
mzML_files
mtab_alm_UW_072718_97.mzML
mzML_files
mtab_alm_UW_072718_98.mzML
mzML_files
mtab_alm_UW_072718_99.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 166 rows!
Extracted information for 166 samples.
Processing  ST000172
No raw data detected. Ignoring ST000172
Processing  ST002045
No raw data detected. Ignoring ST002045
Processing  ST000002
No raw data detected. Ignoring ST000002
Processing  ST001909
No raw data detected. Ignoring ST001909
Processing  ST001622
No raw data detected. Ignoring ST001622
Processing  ST000652
No raw data detected. Ignoring ST000652
Processing  ST002610
Initiating REDU-table generation for AN004282
Rest length is 79
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pass1B_neg_lung_V1-2020-04-16.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST002431
Initiating REDU-table generation for AN003957
Rest length is 56
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  39%|███▉      | 22/56 [00:00<00:00, 216.99it/s]

Mapping potential matches:  79%|███████▊  | 44/56 [00:00<00:00, 217.19it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 216.90it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003958
Rest length is 56
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  39%|███▉      | 22/56 [00:00<00:00, 211.56it/s]

Mapping potential matches:  79%|███████▊  | 44/56 [00:00<00:00, 212.97it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 213.03it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▉         | 283/3150 [15:56<3:59:27,  5.01s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▉         | 284/3150 [15:59<3:43:58,  4.69s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▉         | 285/3150 [16:02<3:20:47,  4.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▉         | 286/3150 [16:09<3:49:30,  4.81s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
box_data
negative
mzXML_files
neg_am1_e_r1.mzXML
box_data
negative
mzXML_files
neg_am1_e_r2.mzXML
box_data
negative
mzXML_files
neg_am1_s_r1.mzXML
box_data
negative
mzXML_files
neg_am1_s_r2.mzXML
box_data
negative
mzXML_files
neg_am2_e_r1.mzXML
box_data
negative
mzXML_files
neg_am2_e_r2.mzXML
box_data
negative
mzXML_files
neg_am2_s_r1.mzXML
box_data
negative
mzXML_files
neg_am2_s_r2.mzXML
box_data
negative
mzXML_files
neg_am3_e_r1.mzXML
box_data
negative
mzXML_files
neg_am3_e_r2.mzXML
box_data
negative
mzXML_files
neg_am3_s_r1.mzXML
box_data
negative
mzXML_files
neg_am3_s_r2.mzXML
box_data
negative
mzXML_files
neg_am4_e_r1.mzXML
box_data
negative
mzXML_files
neg_am4_e_r2.mzXML
box_data
negative
mzXML_files
neg_am4_s_r1.mzXML
box_data
negative
mzXML_files
neg_am4_s_r2.mzXML
box_data
negative
mzXML_files
neg_am5_e_r1.mzXML
box_data
negative
mzXML_files
neg_am5_e_r2.mzXML
box_data
negative
mzXML_files
neg_am5_s_r1.mzXML
box_data
negative
mzXML_files
neg_am5_s_r2.mzXML
box_data
negative
mzXML_files
neg_am6_e_r1.mzXML
box_data
negative
mzXML_files
neg_am6_e_r2.mzXML
box_data
negative
mzXML_files
neg_am6_s_r1.mzXML
box_data
negative
mzXML_files
neg_am6_s_r2.mzXML
box_data
negative
mzXML_files
neg_ap1_e_r1.mzXML
box_data
negative
mzXML_files
neg_ap1_e_r2.mzXML
box_data
negative
mzXML_files
neg_ap1_s_r1.mzXML
box_data
negative
mzXML_files
neg_ap1_s_r2.mzXML
box_data
negative
mzXML_files
neg_ap2_e_r1.mzXML
box_data
negative
mzXML_files
neg_ap2_e_r2.mzXML
box_data
negative
mzXML_files
neg_ap2_s_r1.mzXML
box_data
negative
mzXML_files
neg_ap2_s_r2.mzXML
box_data
negative
mzXML_files
neg_ap3_e_r1.mzXML
box_data
negative
mzXML_files
neg_ap3_e_r2.mzXML
box_data
negative
mzXML_files
neg_ap3_s_r1.mzXML
box_data
negative
mzXML_files
neg_ap3_s_r2.mzXML
box_data
negative
mzXML_files
neg_ap4_e_r1.mzXML
box_data
negative
mzXML_files
neg_ap4_e_r2.mzXML
box_data
negative
mzXML_files
neg_ap4_s_r1.mzXML
box_data
negative
mzXML_files
neg_ap4_s_r2.mzXML
box_data
negative
mzXML_files
neg_ap5_e_r1.mzXML
box_data
negative
mzXML_files
neg_ap5_e_r2.mzXML
box_data
negative
mzXML_files
neg_ap5_s_r1.mzXML
box_data
negative
mzXML_files
neg_ap5_s_r2.mzXML
box_data
negative
mzXML_files
neg_ap6_e_r1.mzXML
box_data
negative
mzXML_files
neg_ap6_e_r2.mzXML
box_data
negative
mzXML_files
neg_ap6_s_r1.mzXML
box_data
negative
mzXML_files
neg_ap6_s_r2.mzXML
box_data
negative
mzXML_files
neg_rel606_e_r1.mzXML
box_data
negative
mzXML_files
neg_rel606_e_r2.mzXML
box_data
negative
mzXML_files
neg_rel606_s_r1.mzXML
box_data
negative
mzXML_files
neg_rel606_s_r2.mzXML
box_data
negative
mzXML_files
neg_rel607_e_r1.mzXML
box_data
negative
mzXML_files
neg_rel607_e_r2.mzXML
box_data
negative
mzXML_files
neg_rel607_s_r1.mzXML
box_data
negative
mzXML_files
neg_rel607_s_r2.mzXML
box_data
positive
mzXML_files
pos_am1_e_r1.mzXML
box_data
positive
mzXML_files
pos_am1_e_r2.mzXML
box_data
positive
mzXML_files
pos_am1_s_r1.mzXML
box_data
positive
mzXML_files
pos_am1_s_r2.mzXML
box_data
positive
mzXML_files
pos_am2_e_r1.mzXML
box_data
positive
mzXML_files
pos_am2_e_r2.mzXML
box_data
positive
mzXML_files
pos_am2_s_r1.mzXML
box_data
positive
mzXML_files
pos_am2_s_r2.mzXML
box_data
positive
mzXML_files
pos_am3_e_r1.mzXML
box_data
positive
mzXML_files
pos_am3_e_r2.mzXML
box_data
positive
mzXML_files
pos_am3_s_r1.mzXML
box_data
positive
mzXML_files
pos_am3_s_r2.mzXML
box_data
positive
mzXML_files
pos_am4_e_r1.mzXML
box_data
positive
mzXML_files
pos_am4_e_r2.mzXML
box_data
positive
mzXML_files
pos_am4_s_r1.mzXML
box_data
positive
mzXML_files
pos_am4_s_r2.mzXML
box_data
positive
mzXML_files
pos_am5_e_r1.mzXML
box_data
positive
mzXML_files
pos_am5_e_r2.mzXML
box_data
positive
mzXML_files
pos_am5_s_r1.mzXML
box_data
positive
mzXML_files
pos_am5_s_r2.mzXML
box_data
positive
mzXML_files
pos_am6_e_r1.mzXML
box_data
positive
mzXML_files
pos_am6_e_r2.mzXML
box_data
positive
mzXML_files
pos_am6_s_r1.mzXML
box_data
positive
mzXML_files
pos_am6_s_r2.mzXML
box_data
positive
mzXML_files
pos_ap1_e_r1.mzXML
box_data
positive
mzXML_files
pos_ap1_e_r2.mzXML
box_data
positive
mzXML_files
pos_ap1_s_r1.mzXML
box_data
positive
mzXML_files
pos_ap1_s_r2.mzXML
box_data
positive
mzXML_files
pos_ap2_e_r1.mzXML
box_data
positive
mzXML_files
pos_ap2_e_r2.mzXML
box_data
positive
mzXML_files
pos_ap2_s_r1.mzXML
box_data
positive
mzXML_files
pos_ap2_s_r2.mzXML
box_data
positive
mzXML_files
pos_ap3_e_r1.mzXML
box_data
positive
mzXML_files
pos_ap3_e_r2.mzXML
box_data
positive
mzXML_files
pos_ap3_s_r1.mzXML
box_data
positive
mzXML_files
pos_ap3_s_r2.mzXML
box_data
positive
mzXML_files
pos_ap4_e_r1.mzXML
box_data
positive
mzXML_files
pos_ap4_e_r2.mzXML
box_data
positive
mzXML_files
pos_ap4_s_r1.mzXML
box_data
positive
mzXML_files
pos_ap4_s_r2.mzXML
box_data
positive
mzXML_files
pos_ap5_e_r1.mzXML
box_data
positive
mzXML_files
pos_ap5_e_r2.mzXML
box_data
positive
mzXML_files
pos_ap5_s_r1.mzXML
box_data
positive
mzXML_files
pos_ap5_s_r2.mzXML
box_data
positive
mzXML_files
pos_ap6_e_r1.mzXML
box_data
positive
mzXML_files
pos_ap6_e_r2.mzXML
box_data
positive
mzXML_files
pos_ap6_s_r1.mzXML
box_data
positive
mzXML_files
pos_ap6_s_r2.mzXML
box_data
positive
mzXML_files
pos_rel606_e_r1.mzXML
box_data
positive
mzXML_files
pos_rel606_e_r2.mzXML
box_data
positive
mzXML_files
pos_rel606_s_r1.mzXML
box_data
positive
mzXML_files
pos_rel606_s_r2.mzXML
box_data
positive
mzXML_files
pos_rel607_e_r1.mzXML
box_data
positive
mzXML_files
pos_rel607_e_r2.mzXML
box_data
positive
mzXML_files
pos_rel607_s_r1.mzXML
pos_rel607_s_r2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 112 rows!
Extracted information for 112 samples.
Processing  ST002721
Initiating REDU-table generation for AN004411
Rest length is 32
raw file key found.
Initiating REDU-table generation for AN004412
Rest length is 32
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw
VT_210113_M63_001.raw
raw
VT_210113_M63_007.raw
raw
VT_210113_M63_013.raw
raw
VT_210113_M63_019.raw
raw
VT_210113_M63_025.raw
raw
VT_210113_M63_031.raw
raw
VT_210113_M63_037.raw
raw
VT_210113_M63_043.raw
raw
VT_210113_M63_049.raw
raw
VT_210113_M63_055.raw
raw
VT_210113_M63_061.raw
raw
VT_210113_M63_067.raw
raw
VT_210113_M63_073.raw
raw
VT_210113_M63_079.raw
raw
VT_210113_M63_085.raw
raw
VT_210113_M63_091.raw
raw
VT_210113_M63_097.raw
raw
VT_210113_M63_103.raw
raw
VT_210113_M63_109.raw
raw
VT_210113_M63_115.raw
raw
VT_210113_M63_121.raw
raw
VT_210113_M63_127.raw
raw
VT_210113_M63_133.raw
raw
VT_210113_M63_139.raw
raw
VT_210113_M63_145.raw
raw
VT_210113_M63_151.raw
raw
VT_210113_M63_157.raw
raw
VT_210113_M63_163.raw
raw
VT_210113_M63_169.raw
raw
VT_210113_M63_271.raw
raw
VT_210113_M63_277.raw
raw
VT_210113_M63_283.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST002844
Initiating REDU-table generation for AN004658
Rest length is 2
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
4_Lipid Annotation
LIF_ddMS2.mzXML
4_Lipid Annotation
WT_ddMS2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST003074
Initiating REDU-table generation for AN005032
Rest length is 2
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20220728_QEF2_C18_T3T4Dilutions_T3_6_PRM_pos.raw
20220728_QEF2_C18_T3T4Dilutions_T4_6_PRM_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 2
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001522
No raw data detected. Ignoring ST001522/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▉         | 289/3150 [16:11<2:21:23,  2.97s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▉         | 291/3150 [16:14<1:54:46,  2.41s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▉         | 292/3150 [16:17<1:59:52,  2.52s/it]
Processing  ST002114
No raw data detected. Ignoring ST002114
Processing  ST003418
Initiating REDU-table generation for AN005617
Rest length is 31
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Cell_process_blank.raw
HeLa_TLCD1_KO_clone_Replicate_1.raw
HeLa_TLCD1_KO_clone_Replicate_2.raw
HeLa_TLCD1_KO_clone_Replicate_3.raw
HeLa_TLCD1_KO_pool_Replicate_1.raw
HeLa_TLCD1_KO_pool_Replicate_2.raw
HeLa_TLCD1_KO_pool_Replicate_3.raw
HeLa_Wild-Type_clone_1_Replicate_1.raw
HeLa_Wild-Type_clone_1_Replicate_2.raw
HeLa_Wild-Type_clone_1_Replicate_3.raw
HeLa_Wild-Type_clone_2_Replicate_1.raw
HeLa_Wild-Type_clone_2_Replicate_2.raw
HeLa_Wild-Type_clone_2_Replicate_3.raw
HeLa_Wild-Type_pool_Replicate_1.raw
HeLa_Wild-Type_pool_Replicate_2.raw
HeLa_Wild-Type_pool_Replicate_3.raw
U20S_TLCD1_KO_clone_Replicate_1.raw
U20S_TLCD1_KO_clone_Replicate_2.raw
U20S_TLCD1_KO_clone_Replicate_3.raw
U20S_TLCD1_KO_pool_Replicate_1.raw
U20S_TLCD1_KO_pool_Replicate_2.raw
U20S_TLCD1_KO_pool_Replicate_3.raw
U20S_Wild-Type_clone_1_Replicate_1.raw
U20S_Wild-Type_clone_1_Replicate_2.raw
U20S_Wild-Type_clone_1_Replicate_3.raw
U20S_Wild-Type_clone_2_Replicate_1.raw
U20S_Wild-Type_clone_2_Replicate_2.raw
U20S_Wild-Type_clone_2_Replicate_3.raw
U20S_Wild-Type_pool_Replicate_1.raw
U20S_Wild-Type_pool_Replicate_2.raw
U20S_Wild-Type_pool_Replicate_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST000182
No raw data detected. Ignoring ST000182
Processing  ST002146
Initiating REDU-table generation for AN003515
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Welhaven_H10.mzML
Welhaven_H11.mzML
Welhaven_H12.mzML
Welhaven_H13.mzML
Welhaven_H27.mzML
Welhaven_H28.mzML
Welhaven_H29.mzML
Welhaven_H30.mzML
Welhaven_H31.mzML
Welhaven_H32.mzML
Welhaven_H33.mzML
Welhaven_H34.mzML
Welhaven_H35.mzML
Welhaven_H36.mzML
Welhaven_H4.mzML
Welhaven_H5.mzML
Welhaven_H6.mzML
Welhaven_H7.mzML
Welhaven_H8.mzML
Welhaven_H9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002656
Initiating REDU-table generation for AN004328
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217015907.raw
90218015907.raw
90222015907.raw
90223015907.raw
90225015907.raw
90227015907.raw
90229015907.raw
90232015907.raw
90237015907.raw
90239015907.raw
90245015907.raw
90248015907.raw
90251015907.raw
90252015907.raw
90254015907.raw
90258015907.raw
90259015907.raw
90265015907.raw
90266015907.raw
90267015907.raw
90280015907.raw
90281015907.raw
90283015907.raw
90289015907.raw
90292015907.raw
90406015907.raw
90410015907.raw
90412015907.raw
90416015907.raw
90420015907.raw
90421015907.raw
90422015907.raw
90423015907.raw
90426015907.raw
90430015907.raw
90439015907.raw
90441015907.raw
90444015907.raw
90449015907.raw
90450015907.raw
90559015907.raw
90560015907.raw
90564015907.raw
90567015907.raw
90571015907.raw
90576015907.raw
90578015907.raw
90581015907.raw
90585015907.raw
90587015907.raw
IPE_Reference_Kidney.raw
IPE_Reference_Kidney02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Kidney.raw
SED_Reference_Kidney02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST002026
Initiating REDU-table generation for AN003296
Rest length is 149
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data_stoolGC
200204bJWsa38_1.cdf
raw_data_stoolGC
200204bJWsa39_1.cdf
raw_data_stoolGC
200204bJWsa40_1.cdf
raw_data_stoolGC
200204bJWsa41_1.cdf
raw_data_stoolGC
200204bJWsa42_1.cdf
raw_data_stoolGC
200204bJWsa43_1.cdf
raw_data_stoolGC
200204bJWsa44_1.cdf
raw_data_stoolGC
200204bJWsa45_1.cdf
raw_data_stoolGC
200204bJWsa46_1.cdf
raw_data_stoolGC
200204bJWsa47_1.cdf
raw_data_stoolGC
200204bJWsa48_1.cdf
raw_data_stoolGC
200204bJWsa49_1.cdf
raw_data_stoolGC
200204bJWsa50_1.cdf
raw_data_stoolGC
200205bJWsa01_1.cdf
raw_data_stoolGC
200205bJWsa02_1.cdf
raw_data_stoolGC
200205bJWsa03_1.cdf
raw_data_stoolGC
200205bJWsa04_1.cdf
raw_data_stoolGC
200205bJWsa05_1.cdf
raw_data_stoolGC
200205bJWsa06_1.cdf
raw_data_stoolGC
200205bJWsa07_1.cdf
raw_data_stoolGC
200205bJWsa08_1.cdf
raw_data_stoolGC
200205bJWsa09_1.cdf
raw_data_stoolGC
200205bJWsa10_2.cdf
raw_data_stoolGC
200205bJWsa11_1.cdf
raw_data_stoolGC
200205bJWsa12_1.cdf
raw_data_stoolGC
200205bJWsa13_1.cdf
raw_data_stoolGC
200205bJWsa14_1.cdf
raw_data_stoolGC
200205bJWsa15_1.cdf
raw_data_stoolGC
200205bJWsa16_1.cdf
raw_data_stoolGC
200205bJWsa18_1.cdf
raw_data_stoolGC
200205bJWsa19_1.cdf
raw_data_stoolGC
200205bJWsa20_1.cdf
raw_data_stoolGC
200205bJWsa21_1.cdf
raw_data_stoolGC
200205bJWsa22_1.cdf
raw_data_stoolGC
200205bJWsa23_1.cdf
raw_data_stoolGC
200205bJWsa24_1.cdf
raw_data_stoolGC
200205bJWsa25_1.cdf
raw_data_stoolGC
200205bJWsa26_1.cdf
raw_data_stoolGC
200205bJWsa27_1.cdf
raw_data_stoolGC
200205bJWsa28_1.cdf
raw_data_stoolGC
200205bJWsa29_1.cdf
raw_data_stoolGC
200205bJWsa30_1.cdf
raw_data_stoolGC
200205bJWsa31_1.cdf
raw_data_stoolGC
200205bJWsa32_1.cdf
raw_data_stoolGC
200205bJWsa33_1.cdf
raw_data_stoolGC
200205bJWsa34_1.cdf
raw_data_stoolGC
200205bJWsa35_1.cdf
raw_data_stoolGC
200205bJWsa36_1.cdf
raw_data_stoolGC
200205bJWsa37_1.cdf
raw_data_stoolGC
200205bJWsa38_1.cdf
raw_data_stoolGC
200205bJWsa40_1.cdf
raw_data_stoolGC
200205bJWsa41_1.cdf
raw_data_stoolGC
200205bJWsa42_1.cdf
raw_data_stoolGC
200205bJWsa43_1.cdf
raw_data_stoolGC
200205bJWsa44_1.cdf
raw_data_stoolGC
200205bJWsa45_1.cdf
raw_data_stoolGC
200205bJWsa46_1.cdf
raw_data_stoolGC
200205bJWsa47_1.cdf
raw_data_stoolGC
200205bJWsa48_1.cdf
raw_data_stoolGC
200205bJWsa49_1.cdf
raw_data_stoolGC
200205bJWsa50_1.cdf
raw_data_stoolGC
200206bJWsa02_1.cdf
raw_data_stoolGC
200206bJWsa03_1.cdf
raw_data_stoolGC
200206bJWsa04_1.cdf
raw_data_stoolGC
200206bJWsa05_3.cdf
raw_data_stoolGC
200206bJWsa06_1.cdf
raw_data_stoolGC
200206bJWsa07_1.cdf
raw_data_stoolGC
200206bJWsa08_1.cdf
raw_data_stoolGC
200206bJWsa10_1.cdf
raw_data_stoolGC
200206bJWsa11_1.cdf
raw_data_stoolGC
200206bJWsa12_1.cdf
raw_data_stoolGC
200206bJWsa13_1.cdf
raw_data_stoolGC
200206bJWsa14_1.cdf
raw_data_stoolGC
200206bJWsa15_1.cdf
raw_data_stoolGC
200206bJWsa16_1.cdf
raw_data_stoolGC
200206bJWsa18_1.cdf
raw_data_stoolGC
200206bJWsa19_1.cdf
raw_data_stoolGC
200206bJWsa20_1.cdf
raw_data_stoolGC
200206bJWsa21_1.cdf
raw_data_stoolGC
200206bJWsa22_1.cdf
raw_data_stoolGC
200206bJWsa23_1.cdf
raw_data_stoolGC
200206bJWsa24_1.cdf
raw_data_stoolGC
200206bJWsa25_1.cdf
raw_data_stoolGC
200206bJWsa26_1.cdf
raw_data_stoolGC
200206bJWsa27_1.cdf
raw_data_stoolGC
200206bJWsa28_1.cdf
raw_data_stoolGC
200206bJWsa29_1.cdf
raw_data_stoolGC
200206bJWsa32_1.cdf
raw_data_stoolGC
200206bJWsa33_1.cdf
raw_data_stoolGC
200206bJWsa34_1.cdf
raw_data_stoolGC
200206bJWsa35_1.cdf
raw_data_stoolGC
200206bJWsa36_1.cdf
raw_data_stoolGC
200206bJWsa37_1.cdf
raw_data_stoolGC
200206bJWsa38_1.cdf
raw_data_stoolGC
200206bJWsa39_2.cdf
raw_data_stoolGC
200206bJWsa40_1.cdf
raw_data_stoolGC
200206bJWsa41_1.cdf
raw_data_stoolGC
200206bJWsa42_1.cdf
raw_data_stoolGC
200206bJWsa43_1.cdf
raw_data_stoolGC
200206bJWsa44_1.cdf
raw_data_stoolGC
200206bJWsa45_1.cdf
raw_data_stoolGC
200206bJWsa46_9.cdf
raw_data_stoolGC
200206bJWsa47_1.cdf
raw_data_stoolGC
200206bJWsa48_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

  9%|▉         | 293/3150 [16:20<2:07:59,  2.69s/it]
raw_data_stoolGC
200206bJWsa49_1.cdf
raw_data_stoolGC
200206bJWsa50_1.cdf
raw_data_stoolGC
200207bJWsa02_1.cdf
raw_data_stoolGC
200207bJWsa03_1.cdf
raw_data_stoolGC
200207bJWsa04_1.cdf
raw_data_stoolGC
200207bJWsa05_1.cdf
raw_data_stoolGC
200207bJWsa06_1.cdf
raw_data_stoolGC
200207bJWsa07_1.cdf
raw_data_stoolGC
200207bJWsa08_1.cdf
raw_data_stoolGC
200207bJWsa10_1.cdf
raw_data_stoolGC
200207bJWsa11_1.cdf
raw_data_stoolGC
200207bJWsa12_1.cdf
raw_data_stoolGC
200207bJWsa13_1.cdf
raw_data_stoolGC
200207bJWsa14_1.cdf
raw_data_stoolGC
200207bJWsa16_1.cdf
raw_data_stoolGC
200207bJWsa17_1.cdf
raw_data_stoolGC
200207bJWsa18_1.cdf
raw_data_stoolGC
200207bJWsa19_1.cdf
raw_data_stoolGC
200207bJWsa20_1.cdf
raw_data_stoolGC
200207bJWsa21_1.cdf
raw_data_stoolGC
200207bJWsa22_1.cdf
raw_data_stoolGC
200207bJWsa23_1.cdf
raw_data_stoolGC
200207bJWsa24_1.cdf
raw_data_stoolGC
200207bJWsa25_1.cdf
raw_data_stoolGC
200207bJWsa26_1.cdf
raw_data_stoolGC
200207bJWsa27_1.cdf
raw_data_stoolGC
200207bJWsa28_1.cdf
raw_data_stoolGC
200207bJWsa29_1.cdf
raw_data_stoolGC
200207bJWsa30_1.cdf
raw_data_stoolGC
200207bJWsa31_1.cdf
raw_data_stoolGC
200207bJWsa32_1.cdf
raw_data_stoolGC
200207bJWsa33_1.cdf
raw_data_stoolGC
200207bJWsa34_1.cdf
raw_data_stoolGC
200207bJWsa35_1.cdf
raw_data_stoolGC
200207bJWsa36_1.cdf
raw_data_stoolGC
200207bJWsa38_1.cdf
raw_data_stoolGC
200207bJWsa39_1.cdf
raw_data_stoolGC
200207bJWsa40_1.cdf
raw_data_stoolGC
200207bJWsa41_1.cdf
raw_data_stoolGC
200207bJWsa42_1.cdf
raw_data_stoolGC
200207bJWsa43_1.cdf
raw_data_stoolGC
200207bJWsa45_1.cdf
raw_data_stoolGC
200207bJWsa48_1.cdf
raw_data_stoolGC
200207bJWsa49_1.cdf
raw_data_stoolGC
200208bJWsa02_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 149 rows!
Extracted information for 149 samples.
Processing  ST000725
No raw data detected. Ignoring ST000725
Processing  ST000093
No raw data detected. Ignoring ST000093
Processing  ST001131
Initiating REDU-table generation for AN001856
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 1837.59it/s]

  9%|▉         | 296/3150 [16:21<1:11:51,  1.51s/it]
 10%|▉         | 300/3150 [16:21<38:30,  1.23it/s]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000433
No raw data detected. Ignoring ST000433
Processing  ST000040
No raw data detected. Ignoring ST000040
Processing  ST001710
No raw data detected. Ignoring ST001710
Processing  ST001149
No raw data detected. Ignoring ST001149
Processing  ST000160
No raw data detected. Ignoring ST000160
Processing  ST002404
No raw data detected. Ignoring ST002404
Processing  ST002813
Initiating REDU-table generation for AN004575
Rest length is 236
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 62.09it/s]


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004576
Rest length is 236
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 61.74it/s]

 10%|▉         | 300/3150 [16:40<38:30,  1.23it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004577
Rest length is 236
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 64.02it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004578
Rest length is 236
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 63.55it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|▉         | 303/3150 [17:25<6:05:57,  7.71s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
arterial_lipids
neg1.mzXML
arterial_lipids
neg10.mzXML
arterial_lipids
neg11.mzXML
arterial_lipids
neg12.mzXML
arterial_lipids
neg13.mzXML
arterial_lipids
neg14.mzXML
arterial_lipids
neg15.mzXML
arterial_lipids
neg17.mzXML
arterial_lipids
neg18.mzXML
arterial_lipids
neg19.mzXML
arterial_lipids
neg2.mzXML
arterial_lipids
neg20.mzXML
arterial_lipids
neg21.mzXML
arterial_lipids
neg22.mzXML
arterial_lipids
neg23.mzXML
arterial_lipids
neg24.mzXML
arterial_lipids
neg25.mzXML
arterial_lipids
neg26.mzXML
arterial_lipids
neg27.mzXML
arterial_lipids
neg28.mzXML
arterial_lipids
neg29.mzXML
arterial_lipids
neg3.mzXML
arterial_lipids
neg30.mzXML
arterial_lipids
neg31.mzXML
arterial_lipids
neg32.mzXML
arterial_lipids
neg33.mzXML
arterial_lipids
neg34.mzXML
arterial_lipids
neg35.mzXML
arterial_lipids
neg36.mzXML
arterial_lipids
neg37.mzXML
arterial_lipids
neg38.mzXML
arterial_lipids
neg39.mzXML
arterial_lipids
neg4.mzXML
arterial_lipids
neg40.mzXML
arterial_lipids
neg41.mzXML
arterial_lipids
neg42.mzXML
arterial_lipids
neg5.mzXML
arterial_lipids
neg6.mzXML
arterial_lipids
neg7.mzXML
arterial_lipids
neg8.mzXML
arterial_lipids
neg9.mzXML
arterial_lipids
posi1.mzXML
arterial_lipids
posi10.mzXML
arterial_lipids
posi11.mzXML
arterial_lipids
posi12.mzXML
arterial_lipids
posi13.mzXML
arterial_lipids
posi14.mzXML
arterial_lipids
posi15.mzXML
arterial_lipids
posi17.mzXML
arterial_lipids
posi18.mzXML
arterial_lipids
posi19.mzXML
arterial_lipids
posi2.mzXML
arterial_lipids
posi20.mzXML
arterial_lipids
posi21.mzXML
arterial_lipids
posi22.mzXML
arterial_lipids
posi23.mzXML
arterial_lipids
posi24.mzXML
arterial_lipids
posi25.mzXML
arterial_lipids
posi26.mzXML
arterial_lipids
posi27.mzXML
arterial_lipids
posi28.mzXML
arterial_lipids
posi29.mzXML
arterial_lipids
posi3.mzXML
arterial_lipids
posi30.mzXML
arterial_lipids
posi31.mzXML
arterial_lipids
posi32.mzXML
arterial_lipids
posi33.mzXML
arterial_lipids
posi34.mzXML
arterial_lipids
posi35.mzXML
arterial_lipids
posi36.mzXML
arterial_lipids
posi37.mzXML
arterial_lipids
posi38.mzXML
arterial_lipids
posi39.mzXML
arterial_lipids
posi4.mzXML
arterial_lipids
posi40.mzXML
arterial_lipids
posi41.mzXML
arterial_lipids
posi42.mzXML
arterial_lipids
posi5.mzXML
arterial_lipids
posi6.mzXML
arterial_lipids
posi7.mzXML
arterial_lipids
posi8.mzXML
arterial_lipids
posi9.mzXML
arterial_polar
neg-1.mzXML
arterial_polar
neg-10.mzXML
arterial_polar
neg-11.mzXML
arterial_polar
neg-12.mzXML
arterial_polar
neg-13.mzXML
arterial_polar
neg-14.mzXML
arterial_polar
neg-15.mzXML
arterial_polar
neg-17.mzXML
arterial_polar
neg-18.mzXML
arterial_polar
neg-19.mzXML
arterial_polar
neg-2.mzXML
arterial_polar
neg-20.mzXML
arterial_polar
neg-21.mzXML
arterial_polar
neg-22.mzXML
arterial_polar
neg-23.mzXML
arterial_polar
neg-24.mzXML
arterial_polar
neg-25.mzXML
arterial_polar
neg-26.mzXML
arterial_polar
neg-27.mzXML
arterial_polar
neg-28.mzXML
arterial_polar
neg-29.mzXML
arterial_polar
neg-3.mzXML
arterial_polar
neg-30.mzXML
arterial_polar
neg-31.mzXML
arterial_polar
neg-32.mzXML
arterial_polar
neg-33.mzXML
arterial_polar
neg-34.mzXML
arterial_polar
neg-35.mzXML
arterial_polar
neg-36.mzXML
arterial_polar
neg-37.mzXML
arterial_polar
neg-38.mzXML
arterial_polar
neg-39.mzXML
arterial_polar
neg-4.mzXML
arterial_polar
neg-40.mzXML
arterial_polar
neg-41.mzXML
arterial_polar
neg-42.mzXML
arterial_polar
neg-5.mzXML
arterial_polar
neg-6.mzXML
arterial_polar
neg-7.mzXML
arterial_polar
neg-8.mzXML
arterial_polar
neg-9.mzXML
arterial_polar
posi-1.mzXML
arterial_polar
posi-10.mzXML
arterial_polar
posi-11.mzXML
arterial_polar
posi-12.mzXML
arterial_polar
posi-13.mzXML
arterial_polar
posi-14.mzXML
arterial_polar
posi-15.mzXML
arterial_polar
posi-17.mzXML
arterial_polar
posi-18.mzXML
arterial_polar
posi-19.mzXML
arterial_polar
posi-2.mzXML
arterial_polar
posi-20.mzXML
arterial_polar
posi-21.mzXML
arterial_polar
posi-22.mzXML
arterial_polar
posi-23.mzXML
arterial_polar
posi-24.mzXML
arterial_polar
posi-25.mzXML
arterial_polar
posi-26.mzXML
arterial_polar
posi-27.mzXML
arterial_polar
posi-28.mzXML
arterial_polar
posi-29.mzXML
arterial_polar
posi-3.mzXML
arterial_polar
posi-30.mzXML
arterial_polar
posi-31.mzXML
arterial_polar
posi-32.mzXML
arterial_polar
posi-33.mzXML
arterial_polar
posi-34.mzXML
arterial_polar
posi-35.mzXML
arterial_polar
posi-36.mzXML
arterial_polar
posi-37.mzXML
arterial_polar
posi-38.mzXML
arterial_polar
posi-39.mzXML
arterial_polar
posi-4.mzXML
arterial_polar
posi-40.mzXML
arterial_polar
posi-41.mzXML
arterial_polar
posi-42.mzXML
arterial_polar
posi-5.mzXML
arterial_polar
posi-6.mzXML
arterial_polar
posi-7.mzXML
arterial_polar
posi-8.mzXML
arterial_polar
posi-9.mzXML
tissues_polar
10D.mzXML
tissues_polar
11D.mzXML
tissues_polar
12D.mzXML
tissues_polar
1D.mzXML
tissues_polar
2D.mzXML
tissues_polar
3D.mzXML
tissues_polar
4D.mzXML
tissues_polar
5D.mzXML
tissues_polar
6D.mzXML
tissues_polar
7D.mzXML
tissues_polar
8D.mzXML
tissues_polar
9D.mzXML
tissues_polar
GWAT1.mzXML
tissues_polar
GWAT10.mzXML
tissues_polar
GWAT11.mzXML
tissues_polar
GWAT12.mzXML
tissues_polar
GWAT2.mzXML
tissues_polar
GWAT3.mzXML
tissues_polar
GWAT4.mzXML
tissues_polar
GWAT5.mzXML
tissues_polar
GWAT6.mzXML
tissues_polar
GWAT7.mzXML
tissues_polar
GWAT8.mzXML
tissues_polar
GWAT9.mzXML
tissues_polar
col005j1_B_01.mzXML
tissues_polar
col005j1_B_02.mzXML
tissues_polar
col005j1_B_03.mzXML
tissues_polar
col005j1_B_04.mzXML
tissues_polar
col005j1_B_05.mzXML
tissues_polar
col005j1_B_06.mzXML
tissues_polar
col005j1_B_07.mzXML
tissues_polar
col005j1_B_08.mzXML
tissues_polar
col005j1_B_09.mzXML
tissues_polar
col005j1_B_10.mzXML
tissues_polar
col005j1_B_11.mzXML
tissues_polar
col005j1_B_12.mzXML
tissues_polar
col005j1_L_01.mzXML
tissues_polar
col005j1_L_02.mzXML
tissues_polar
col005j1_L_03.mzXML
tissues_polar
col005j1_L_04.mzXML
tissues_polar
col005j1_L_05.mzXML
tissues_polar
col005j1_L_06.mzXML
tissues_polar
col005j1_L_07.mzXML
tissues_polar
col005j1_L_08.mzXML
tissues_polar
col005j1_L_09.mzXML
tissues_polar
col005j1_L_10.mzXML
tissues_polar
col005j1_L_11.mzXML
tissues_polar
col005j1_L_12.mzXML
tissues_polar
col005j1_Q_01.mzXML
tissues_polar
col005j1_Q_02.mzXML
tissues_polar
col005j1_Q_03.mzXML
tissues_polar
col005j1_Q_04.mzXML
tissues_polar
col005j1_Q_05.mzXML
tissues_polar
col005j1_Q_06.mzXML
tissues_polar
col005j1_Q_07.mzXML
tissues_polar
col005j1_Q_08.mzXML
tissues_polar
col005j1_Q_09.mzXML
tissues_polar
col005j1_Q_10.mzXML
tissues_polar
col005j1_Q_11.mzXML
tissues_polar
col005j1_Q_12.mzXML
tissues_polar
h1.mzXML
tissues_polar
h10.mzXML
tissues_polar
h11.mzXML
tissues_polar
h12.mzXML
tissues_polar
h2.mzXML
tissues_polar
h3.mzXML
tissues_polar
h4.mzXML
tissues_polar
h5.mzXML
tissues_polar
h6.mzXML
tissues_polar
h7.mzXML
tissues_polar
h8.mzXML
tissues_polar
h9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 236 rows!
Extracted information for 236 samples.
Processing  ST000414
Initiating REDU-table generation for AN000655
Rest length is 448
no raw file key found.
raw file key found.
Initiating REDU-table generation for AN000656
Rest length is 448
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DC11000_10drugs
RAW
ci33a.raw
DC11000_10drugs
RAW
ci33b.raw
DC11000_10drugs
RAW
ci33c.raw
DC11000_10drugs
RAW
ci33d.raw
DC11000_10drugs
RAW
ciAQa.raw
DC11000_10drugs
RAW
ciAQb.raw
DC11000_10drugs
RAW
ciAQc.raw
DC11000_10drugs
RAW
ciAQd.raw
DC11000_10drugs
RAW
ciARa.raw
DC11000_10drugs
RAW
ciARb.raw
DC11000_10drugs
RAW
ciARc.raw
DC11000_10drugs
RAW
ciARd.raw
DC11000_10drugs
RAW
ciBSa.raw
DC11000_10drugs
RAW
ciBSb.raw
DC11000_10drugs
RAW
ciBSc.raw
DC11000_10drugs
RAW
ciBSd.raw
DC11000_10drugs
RAW
ciCQa.raw
DC11000_10drugs
RAW
ciCQb.raw
DC11000_10drugs
RAW
ciCQc.raw
DC11000_10drugs
RAW
ciCQd.raw
DC11000_10drugs
RAW
ciDGa.raw
DC11000_10drugs
RAW
ciDGb.raw
DC11000_10drugs
RAW
ciDGc.raw
DC11000_10drugs
RAW
ciDGd.raw
DC11000_10drugs
RAW
ciDMa.raw
DC11000_10drugs
RAW
ciDMb.raw
DC11000_10drugs
RAW
ciDMc.raw
DC11000_10drugs
RAW
ciDMd.raw
DC11000_10drugs
RAW
ciFAa.raw
DC11000_10drugs
RAW
ciFAb.raw
DC11000_10drugs
RAW
ciFAc.raw
DC11000_10drugs
RAW
ciFAd.raw
DC11000_10drugs
RAW
ciMBa.raw
DC11000_10drugs
RAW
ciMBb.raw
DC11000_10drugs
RAW
ciMBc.raw
DC11000_10drugs
RAW
ciMBd.raw
DC11000_10drugs
RAW
ciPQa.raw
DC11000_10drugs
RAW
ciPQb.raw
DC11000_10drugs
RAW
ciPQc.raw
DC11000_10drugs
RAW
ciPQd.raw
DC11000_10drugs
RAW
ciPRa.raw
DC11000_10drugs
RAW
ciPRb.raw
DC11000_10drugs
RAW
ciPRc.raw
DC11000_10drugs
RAW
ciPRd.raw
DC11200_MB1A
RAW
ciAtovaqna.raw
DC11200_MB1A
RAW
ciAtovaqnb.raw
DC11200_MB1A
RAW
ciAtovaqnc.raw
DC11200_MB1A
RAW
ciAtovaqnd.raw
DC11200_MB1A
RAW
ciDMSO_DFa.raw
DC11200_MB1A
RAW
ciDMSO_DFb.raw
DC11200_MB1A
RAW
ciDMSO_DFc.raw
DC11200_MB1A
RAW
ciDMSO_DFd.raw
DC11200_MB1A
RAW
ciMB1_A02a.raw
DC11200_MB1A
RAW
ciMB1_A02b.raw
DC11200_MB1A
RAW
ciMB1_A02c.raw
DC11200_MB1A
RAW
ciMB1_A02d.raw
DC11200_MB1A
RAW
ciMB1_A03a.raw
DC11200_MB1A
RAW
ciMB1_A03b.raw
DC11200_MB1A
RAW
ciMB1_A03c.raw
DC11200_MB1A
RAW
ciMB1_A03d.raw
DC11200_MB1A
RAW
ciMB1_A04a.raw
DC11200_MB1A
RAW
ciMB1_A04b.raw
DC11200_MB1A
RAW
ciMB1_A04c.raw
DC11200_MB1A
RAW
ciMB1_A04d.raw
DC11200_MB1A
RAW
ciMB1_A05a.raw
DC11200_MB1A
RAW
ciMB1_A05b.raw
DC11200_MB1A
RAW
ciMB1_A05c.raw
DC11200_MB1A
RAW
ciMB1_A05d.raw
DC11200_MB1A
RAW
ciMB1_A06a.raw
DC11200_MB1A
RAW
ciMB1_A06b.raw
DC11200_MB1A
RAW
ciMB1_A06c.raw
DC11200_MB1A
RAW
ciMB1_A06d.raw
DC11200_MB1A
RAW
ciMB1_A07a.raw
DC11200_MB1A
RAW
ciMB1_A07b.raw
DC11200_MB1A
RAW
ciMB1_A07c.raw
DC11200_MB1A
RAW
ciMB1_A07d.raw
DC11200_MB1A
RAW
ciMB1_A08a.raw
DC11200_MB1A
RAW
ciMB1_A08b.raw
DC11200_MB1A
RAW
ciMB1_A08c.raw
DC11200_MB1A
RAW
ciMB1_A08d.raw
DC11200_MB1A
RAW
ciMB1_A09a.raw
DC11200_MB1A
RAW
ciMB1_A09b.raw
DC11200_MB1A
RAW
ciMB1_A09c.raw
DC11200_MB1A
RAW
ciMB1_A09d.raw
DC11200_MB1A
RAW
ciMB1_A10a.raw
DC11200_MB1A
RAW
ciMB1_A10b.raw
DC11200_MB1A
RAW
ciMB1_A10c.raw
DC11200_MB1A
RAW
ciMB1_A10d.raw
DC11200_MB1A
RAW
ciMB1_A11a.raw
DC11200_MB1A
RAW
ciMB1_A11b.raw
DC11200_MB1A
RAW
ciMB1_A11c.raw
DC11200_MB1A
RAW
ciMB1_A11d.raw
DC11400_MB1BE
RAW
ciArt0010a.raw
DC11400_MB1BE
RAW
ciArt0010b.raw
DC11400_MB1BE
RAW
ciArt0010c.raw
DC11400_MB1BE
RAW
ciArt0010d.raw
DC11400_MB1BE
RAW
ciArt0100a.raw
DC11400_MB1BE
RAW
ciArt0100b.raw
DC11400_MB1BE
RAW
ciArt0100c.raw
DC11400_MB1BE
RAW
ciArt0100d.raw
DC11400_MB1BE
RAW
ciArt1000a.raw
DC11400_MB1BE
RAW
ciArt1000b.raw
DC11400_MB1BE
RAW
ciArt1000c.raw
DC11400_MB1BE
RAW
ciArt1000d.raw
DC11400_MB1BE
RAW
ciAtovaqna.raw
DC11400_MB1BE
RAW
ciAtovaqnb.raw
DC11400_MB1BE
RAW
ciAtovaqnc.raw
DC11400_MB1BE
RAW
ciAtovaqnd.raw
DC11400_MB1BE
RAW
ciDMSO_DFa.raw
DC11400_MB1BE
RAW
ciDMSO_DFb.raw
DC11400_MB1BE
RAW
ciDMSO_DFc.raw
DC11400_MB1BE
RAW
ciDMSO_DFd.raw
DC11400_MB1BE
RAW
ciDMSO_DFe.raw
DC11400_MB1BE
RAW
ciDMSO_DFf.raw
DC11400_MB1BE
RAW
ciDMSO_DFg.raw
DC11400_MB1BE
RAW
ciDMSO_DFh.raw
DC11400_MB1BE
RAW
ciMB1_B02a.raw
DC11400_MB1BE
RAW
ciMB1_B02b.raw
DC11400_MB1BE
RAW
ciMB1_B02c.raw
DC11400_MB1BE
RAW
ciMB1_B02d.raw
DC11400_MB1BE
RAW
ciMB1_B03a.raw
DC11400_MB1BE
RAW
ciMB1_B03b.raw
DC11400_MB1BE
RAW
ciMB1_B03c.raw
DC11400_MB1BE
RAW
ciMB1_B03d.raw
DC11400_MB1BE
RAW
ciMB1_B04a.raw
DC11400_MB1BE
RAW
ciMB1_B04b.raw
DC11400_MB1BE
RAW
ciMB1_B04c.raw
DC11400_MB1BE
RAW
ciMB1_B04d.raw
DC11400_MB1BE
RAW
ciMB1_B05a.raw
DC11400_MB1BE
RAW
ciMB1_B05b.raw
DC11400_MB1BE
RAW
ciMB1_B05c.raw
DC11400_MB1BE
RAW
ciMB1_B05d.raw
DC11400_MB1BE
RAW
ciMB1_B06a.raw
DC11400_MB1BE
RAW
ciMB1_B06b.raw
DC11400_MB1BE
RAW
ciMB1_B06c.raw
DC11400_MB1BE
RAW
ciMB1_B06d.raw
DC11400_MB1BE
RAW
ciMB1_B07a.raw
DC11400_MB1BE
RAW
ciMB1_B07b.raw
DC11400_MB1BE
RAW
ciMB1_B07c.raw
DC11400_MB1BE
RAW
ciMB1_B07d.raw
DC11400_MB1BE
RAW
ciMB1_B08a.raw
DC11400_MB1BE
RAW
ciMB1_B08b.raw
DC11400_MB1BE
RAW
ciMB1_B08c.raw
DC11400_MB1BE
RAW
ciMB1_B08d.raw
DC11400_MB1BE
RAW
ciMB1_B09a.raw
DC11400_MB1BE
RAW
ciMB1_B09b.raw
DC11400_MB1BE
RAW
ciMB1_B09c.raw
DC11400_MB1BE
RAW
ciMB1_B09d.raw
DC11400_MB1BE
RAW
ciMB1_B10a.raw
DC11400_MB1BE
RAW
ciMB1_B10b.raw
DC11400_MB1BE
RAW
ciMB1_B10c.raw
DC11400_MB1BE
RAW
ciMB1_B10d.raw
DC11400_MB1BE
RAW
ciMB1_B11a.raw
DC11400_MB1BE
RAW
ciMB1_B11b.raw
DC11400_MB1BE
RAW
ciMB1_B11c.raw
DC11400_MB1BE
RAW
ciMB1_B11d.raw
DC11400_MB1BE
RAW
ciMB1_C02a.raw
DC11400_MB1BE
RAW
ciMB1_C02b.raw
DC11400_MB1BE
RAW
ciMB1_C02c.raw
DC11400_MB1BE
RAW
ciMB1_C02d.raw
DC11400_MB1BE
RAW
ciMB1_C03a.raw
DC11400_MB1BE
RAW
ciMB1_C03b.raw
DC11400_MB1BE
RAW
ciMB1_C03c.raw
DC11400_MB1BE
RAW
ciMB1_C03d.raw
DC11400_MB1BE
RAW
ciMB1_C04a.raw
DC11400_MB1BE
RAW
ciMB1_C04b.raw
DC11400_MB1BE
RAW
ciMB1_C04c.raw
DC11400_MB1BE
RAW
ciMB1_C04d.raw
DC11400_MB1BE
RAW
ciMB1_C05a.raw
DC11400_MB1BE
RAW
ciMB1_C05b.raw
DC11400_MB1BE
RAW
ciMB1_C05c.raw
DC11400_MB1BE
RAW
ciMB1_C05d.raw
DC11400_MB1BE
RAW
ciMB1_C06a.raw
DC11400_MB1BE
RAW
ciMB1_C06b.raw
DC11400_MB1BE
RAW
ciMB1_C06c.raw
DC11400_MB1BE
RAW
ciMB1_C06d.raw
DC11400_MB1BE
RAW
ciMB1_C07a.raw
DC11400_MB1BE
RAW
ciMB1_C07b.raw
DC11400_MB1BE
RAW
ciMB1_C07c.raw
DC11400_MB1BE
RAW
ciMB1_C07d.raw
DC11400_MB1BE
RAW
ciMB1_C08a.raw
DC11400_MB1BE
RAW
ciMB1_C08b.raw
DC11400_MB1BE
RAW
ciMB1_C08c.raw
DC11400_MB1BE
RAW
ciMB1_C08d.raw
DC11400_MB1BE
RAW
ciMB1_C09a.raw
DC11400_MB1BE
RAW
ciMB1_C09b.raw
DC11400_MB1BE
RAW
ciMB1_C09c.raw
DC11400_MB1BE
RAW
ciMB1_C09d.raw
DC11400_MB1BE
RAW
ciMB1_C10a.raw
DC11400_MB1BE
RAW
ciMB1_C10b.raw
DC11400_MB1BE
RAW
ciMB1_C10c.raw
DC11400_MB1BE
RAW
ciMB1_C10d.raw
DC11400_MB1BE
RAW
ciMB1_C11a.raw
DC11400_MB1BE
RAW
ciMB1_C11b.raw
DC11400_MB1BE
RAW
ciMB1_C11c.raw
DC11400_MB1BE
RAW
ciMB1_C11d.raw
DC11400_MB1BE
RAW
ciMB1_D02a.raw
DC11400_MB1BE
RAW
ciMB1_D02b.raw
DC11400_MB1BE
RAW
ciMB1_D02c.raw
DC11400_MB1BE
RAW
ciMB1_D02d.raw
DC11400_MB1BE
RAW
ciMB1_D03a.raw
DC11400_MB1BE
RAW
ciMB1_D03b.raw
DC11400_MB1BE
RAW
ciMB1_D03c.raw
DC11400_MB1BE
RAW
ciMB1_D03d.raw
DC11400_MB1BE
RAW
ciMB1_D04a.raw
DC11400_MB1BE
RAW
ciMB1_D04b.raw
DC11400_MB1BE
RAW
ciMB1_D04c.raw
DC11400_MB1BE
RAW
ciMB1_D04d.raw
DC11400_MB1BE
RAW
ciMB1_D05a.raw
DC11400_MB1BE
RAW
ciMB1_D05b.raw
DC11400_MB1BE
RAW
ciMB1_D05c.raw
DC11400_MB1BE
RAW
ciMB1_D05d.raw
DC11400_MB1BE
RAW
ciMB1_D06a.raw
DC11400_MB1BE
RAW
ciMB1_D06b.raw
DC11400_MB1BE
RAW
ciMB1_D06c.raw
DC11400_MB1BE
RAW
ciMB1_D06d.raw
DC11400_MB1BE
RAW
ciMB1_D07a.raw
DC11400_MB1BE
RAW
ciMB1_D07b.raw
DC11400_MB1BE
RAW
ciMB1_D07c.raw
DC11400_MB1BE
RAW
ciMB1_D07d.raw
DC11400_MB1BE
RAW
ciMB1_D08a.raw
DC11400_MB1BE
RAW
ciMB1_D08b.raw
DC11400_MB1BE
RAW
ciMB1_D08c.raw
DC11400_MB1BE
RAW
ciMB1_D08d.raw
DC11400_MB1BE
RAW
ciMB1_D09a.raw
DC11400_MB1BE
RAW
ciMB1_D09b.raw
DC11400_MB1BE
RAW
ciMB1_D09c.raw
DC11400_MB1BE
RAW
ciMB1_D09d.raw
DC11400_MB1BE
RAW
ciMB1_D10a.raw
DC11400_MB1BE
RAW
ciMB1_D10b.raw
DC11400_MB1BE
RAW
ciMB1_D10c.raw
DC11400_MB1BE
RAW
ciMB1_D10d.raw
DC11400_MB1BE
RAW
ciMB1_D11a.raw
DC11400_MB1BE
RAW
ciMB1_D11b.raw
DC11400_MB1BE
RAW
ciMB1_D11c.raw
DC11400_MB1BE
RAW
ciMB1_D11d.raw
DC11400_MB1BE
RAW
ciMB1_E02a.raw
DC11400_MB1BE
RAW
ciMB1_E02b.raw
DC11400_MB1BE
RAW
ciMB1_E02c.raw
DC11400_MB1BE
RAW
ciMB1_E02d.raw
DC11400_MB1BE
RAW
ciMB1_E03a.raw
DC11400_MB1BE
RAW
ciMB1_E03b.raw
DC11400_MB1BE
RAW
ciMB1_E03c.raw
DC11400_MB1BE
RAW
ciMB1_E03d.raw
DC11400_MB1BE
RAW
ciMB1_E04a.raw
DC11400_MB1BE
RAW
ciMB1_E04b.raw
DC11400_MB1BE
RAW
ciMB1_E04c.raw
DC11400_MB1BE
RAW
ciMB1_E04d.raw
DC11400_MB1BE
RAW
ciMB1_E05a.raw
DC11400_MB1BE
RAW
ciMB1_E05b.raw
DC11400_MB1BE
RAW
ciMB1_E05c.raw
DC11400_MB1BE
RAW
ciMB1_E05d.raw
DC11400_MB1BE
RAW
ciMB1_E06a.raw
DC11400_MB1BE
RAW
ciMB1_E06b.raw
DC11400_MB1BE
RAW
ciMB1_E06c.raw
DC11400_MB1BE
RAW
ciMB1_E06d.raw
DC11400_MB1BE
RAW
ciMB1_E07a.raw
DC11400_MB1BE
RAW
ciMB1_E07b.raw
DC11400_MB1BE
RAW
ciMB1_E07c.raw
DC11400_MB1BE
RAW
ciMB1_E07d.raw
DC11400_MB1BE
RAW
ciMB1_E08a.raw
DC11400_MB1BE
RAW
ciMB1_E08b.raw
DC11400_MB1BE
RAW
ciMB1_E08c.raw
DC11400_MB1BE
RAW
ciMB1_E08d.raw
DC11400_MB1BE
RAW
ciMB1_E09a.raw
DC11400_MB1BE
RAW
ciMB1_E09b.raw
DC11400_MB1BE
RAW
ciMB1_E09c.raw
DC11400_MB1BE
RAW
ciMB1_E09d.raw
DC11400_MB1BE
RAW
ciMB1_E10a.raw
DC11400_MB1BE
RAW
ciMB1_E10b.raw
DC11400_MB1BE
RAW
ciMB1_E10c.raw
DC11400_MB1BE
RAW
ciMB1_E10d.raw
DC11400_MB1BE
RAW
ciMB1_E11a.raw
DC11400_MB1BE
RAW
ciMB1_E11b.raw
DC11400_MB1BE
RAW
ciMB1_E11c.raw
DC11400_MB1BE
RAW
ciMB1_E11d.raw
DC11400_MB1BE
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|▉         | 304/3150 [17:30<5:47:25,  7.32s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|▉         | 305/3150 [17:34<5:24:44,  6.85s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|▉         | 306/3150 [17:37<4:45:21,  6.02s/it]RAW
ciQT_MB1Ba.raw
DC11400_MB1BE
RAW
ciQT_MB1Bb.raw
DC11400_MB1BE
RAW
ciQT_MB1Ca.raw
DC11400_MB1BE
RAW
ciQT_MB1Cb.raw
DC11400_MB1BE
RAW
ciQT_MB1Da.raw
DC11400_MB1BE
RAW
ciQT_MB1Db.raw
DC11400_MB1BE
RAW
ciQT_MB1Ea.raw
DC11400_MB1BE
RAW
ciQT_MB1Eb.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 284 rows!
Extracted information for 284 samples.
Processing  ST001644
Initiating REDU-table generation for AN002689
Rest length is 160
raw file key found.
Initiating REDU-table generation for AN002690
Rest length is 160
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RCulpHill_2387
10_B1_D14_4NS+.raw
RCulpHill_2387
10_B1_D14_4NS-.raw
RCulpHill_2387
11_B2_D1_RT+.raw
RCulpHill_2387
11_B2_D1_RT-.raw
RCulpHill_2387
12_B2_D2_RT+.raw
RCulpHill_2387
12_B2_D2_RT-.raw
RCulpHill_2387
13_B2_D2_4S+.raw
RCulpHill_2387
13_B2_D2_4S-.raw
RCulpHill_2387
14_B2_D2_4NS+.raw
RCulpHill_2387
14_B2_D2_4NS-.raw
RCulpHill_2387
15_B2_D7_RT+.raw
RCulpHill_2387
15_B2_D7_RT-.raw
RCulpHill_2387
16_B2_D7_4S+.raw
RCulpHill_2387
16_B2_D7_4S-.raw
RCulpHill_2387
17_B2_D7_4NS+.raw
RCulpHill_2387
17_B2_D7_4NS-.raw
RCulpHill_2387
18_B2_D14_RT+.raw
RCulpHill_2387
18_B2_D14_RT-.raw
RCulpHill_2387
19_B2_D14_4S+.raw
RCulpHill_2387
19_B2_D14_4S-.raw
RCulpHill_2387
1_B1_D1_RT+.raw
RCulpHill_2387
1_B1_D1_RT-.raw
RCulpHill_2387
20_B2_D14_4NS+.raw
RCulpHill_2387
20_B2_D14_4NS-.raw
RCulpHill_2387
21_B3_D1_RT+.raw
RCulpHill_2387
21_B3_D1_RT-.raw
RCulpHill_2387
22_B3_D2_RT+.raw
RCulpHill_2387
22_B3_D2_RT-.raw
RCulpHill_2387
23_B3_D2_4S+.raw
RCulpHill_2387
23_B3_D2_4S-.raw
RCulpHill_2387
24_B3_D2_4NS+.raw
RCulpHill_2387
24_B3_D2_4NS-.raw
RCulpHill_2387
25_B3_D7_RT+.raw
RCulpHill_2387
25_B3_D7_RT-.raw
RCulpHill_2387
26_B3_D7_4S+.raw
RCulpHill_2387
26_B3_D7_4S-.raw
RCulpHill_2387
27_B3_D7_4NS+.raw
RCulpHill_2387
27_B3_D7_4NS-.raw
RCulpHill_2387
28_B3_D14_RT+.raw
RCulpHill_2387
28_B3_D14_RT-.raw
RCulpHill_2387
29_B3_D14_4S+.raw
RCulpHill_2387
29_B3_D14_4S-.raw
RCulpHill_2387
2_B1_D2_RT+.raw
RCulpHill_2387
2_B1_D2_RT-.raw
RCulpHill_2387
30_B3_D14_4NS+.raw
RCulpHill_2387
30_B3_D14_4NS-.raw
RCulpHill_2387
31_B4_D1_RT+.raw
RCulpHill_2387
31_B4_D1_RT-.raw
RCulpHill_2387
32_B4_D2_RT+.raw
RCulpHill_2387
32_B4_D2_RT-.raw
RCulpHill_2387
33_B4_D2_4S+.raw
RCulpHill_2387
33_B4_D2_4S-.raw
RCulpHill_2387
34_B4_D2_4NS+.raw
RCulpHill_2387
34_B4_D2_4NS-.raw
RCulpHill_2387
35_B4_D7_RT+.raw
RCulpHill_2387
35_B4_D7_RT-.raw
RCulpHill_2387
36_B4_D7_4S+.raw
RCulpHill_2387
36_B4_D7_4S-.raw
RCulpHill_2387
37_B4_D7_4NS+.raw
RCulpHill_2387
37_B4_D7_4NS-.raw
RCulpHill_2387
38_B4_D14_RT+.raw
RCulpHill_2387
38_B4_D14_RT-.raw
RCulpHill_2387
39_B4_D14_4S+.raw
RCulpHill_2387
39_B4_D14_4S-.raw
RCulpHill_2387
3_B1_D2_4S+.raw
RCulpHill_2387
3_B1_D2_4S-.raw
RCulpHill_2387
40_B4_D14_4NS+.raw
RCulpHill_2387
40_B4_D14_4NS-.raw
RCulpHill_2387
41_B5_D1_RT+.raw
RCulpHill_2387
41_B5_D1_RT-.raw
RCulpHill_2387
42_B5_D2_RT+.raw
RCulpHill_2387
42_B5_D2_RT-.raw
RCulpHill_2387
43_B5_D2_4S+.raw
RCulpHill_2387
43_B5_D2_4S-.raw
RCulpHill_2387
44_B5_D2_4NS+.raw
RCulpHill_2387
44_B5_D2_4NS-.raw
RCulpHill_2387
45_B5_D7_RT+.raw
RCulpHill_2387
45_B5_D7_RT-.raw
RCulpHill_2387
46_B5_D7_4S+.raw
RCulpHill_2387
46_B5_D7_4S-.raw
RCulpHill_2387
47_B5_D7_4NS+.raw
RCulpHill_2387
47_B5_D7_4NS-.raw
RCulpHill_2387
48_B5_D14_RT+.raw
RCulpHill_2387
48_B5_D14_RT-.raw
RCulpHill_2387
49_B5_D14_4S+.raw
RCulpHill_2387
49_B5_D14_4S-.raw
RCulpHill_2387
4_B1_D2_4NS+.raw
RCulpHill_2387
4_B1_D2_4NS-.raw
RCulpHill_2387
50_B5_D14_4NS+.raw
RCulpHill_2387
50_B5_D14_4NS-.raw
RCulpHill_2387
51_B6_D1_RT+.raw
RCulpHill_2387
51_B6_D1_RT-.raw
RCulpHill_2387
52_B6_D2_RT+.raw
RCulpHill_2387
52_B6_D2_RT-.raw
RCulpHill_2387
53_B6_D2_4S+.raw
RCulpHill_2387
53_B6_D2_4S-.raw
RCulpHill_2387
54_B6_D2_4NS+.raw
RCulpHill_2387
54_B6_D2_4NS-.raw
RCulpHill_2387
55_B6_D7_RT+.raw
RCulpHill_2387
55_B6_D7_RT-.raw
RCulpHill_2387
56_B6_D7_4S+.raw
RCulpHill_2387
56_B6_D7_4S-.raw
RCulpHill_2387
57_B6_D7_4NS+.raw
RCulpHill_2387
57_B6_D7_4NS-.raw
RCulpHill_2387
58_B6_D14_RT+.raw
RCulpHill_2387
58_B6_D14_RT-.raw
RCulpHill_2387
59_B6_D14_4S+.raw
RCulpHill_2387
59_B6_D14_4S-.raw
RCulpHill_2387
5_B1_D7_RT+.raw
RCulpHill_2387
5_B1_D7_RT-.raw
RCulpHill_2387
60_B6_D14_4NS+.raw
RCulpHill_2387
60_B6_D14_4NS-.raw
RCulpHill_2387
61_B7_D1_RT+.raw
RCulpHill_2387
61_B7_D1_RT-.raw
RCulpHill_2387
62_B7_D2_RT+.raw
RCulpHill_2387
62_B7_D2_RT-.raw
RCulpHill_2387
63_B7_D2_4S+.raw
RCulpHill_2387
63_B7_D2_4S-.raw
RCulpHill_2387
64_B7_D2_4NS+.raw
RCulpHill_2387
64_B7_D2_4NS-.raw
RCulpHill_2387
65_B7_D7_RT+.raw
RCulpHill_2387
65_B7_D7_RT-.raw
RCulpHill_2387
66_B7_D7_4S+.raw
RCulpHill_2387
66_B7_D7_4S-.raw
RCulpHill_2387
67_B7_D7_4NS+.raw
RCulpHill_2387
67_B7_D7_4NS-.raw
RCulpHill_2387
68_B7_D14_RT+.raw
RCulpHill_2387
68_B7_D14_RT-.raw
RCulpHill_2387
69_B7_D14_4S+.raw
RCulpHill_2387
69_B7_D14_4S-.raw
RCulpHill_2387
6_B1_D7_4S+.raw
RCulpHill_2387
6_B1_D7_4S-.raw
RCulpHill_2387
70_B7_D14_4NS+.raw
RCulpHill_2387
70_B7_D14_4NS-.raw
RCulpHill_2387
71_B8_D1_RT+.raw
RCulpHill_2387
71_B8_D1_RT-.raw
RCulpHill_2387
72_B8_D2_RT+.raw
RCulpHill_2387
72_B8_D2_RT-.raw
RCulpHill_2387
73_B8_D2_4S+.raw
RCulpHill_2387
73_B8_D2_4S-.raw
RCulpHill_2387
74_B8_D2_4NS+.raw
RCulpHill_2387
74_B8_D2_4NS-.raw
RCulpHill_2387
75_B8_D7_RT+.raw
RCulpHill_2387
75_B8_D7_RT-.raw
RCulpHill_2387
76_B8_D7_4S+.raw
RCulpHill_2387
76_B8_D7_4S-.raw
RCulpHill_2387
77_B8_D7_4NS+.raw
RCulpHill_2387
77_B8_D7_4NS-.raw
RCulpHill_2387
78_B8_D14_RT+.raw
RCulpHill_2387
78_B8_D14_RT-.raw
RCulpHill_2387
79_B8_D14_4S+.raw
RCulpHill_2387
79_B8_D14_4S-.raw
RCulpHill_2387
7_B1_D7_4NS+.raw
RCulpHill_2387
7_B1_D7_4NS-.raw
RCulpHill_2387
80_B8_D14_4NS+.raw
RCulpHill_2387
80_B8_D14_4NS-.raw
RCulpHill_2387
8_B1_D14_RT+.raw
RCulpHill_2387
8_B1_D14_RT-.raw
RCulpHill_2387
9_B1_D14_4S+.raw
RCulpHill_2387
9_B1_D14_4S-.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 160 rows!
Extracted information for 160 samples.
Processing  ST001388
Initiating REDU-table generation for AN002317
Rest length is 27
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Bile_acids
L_K10D1.wiff
Bile_acids
L_K10D14.wiff
Bile_acids
L_K10D21.wiff
Bile_acids
L_K10D28.wiff
Bile_acids
L_K10D56.wiff
Bile_acids
L_K10D7.wiff
Bile_acids
L_K11D14.wiff
Bile_acids
L_K11D21.wiff
Bile_acids
L_K11D28.wiff
Bile_acids
L_K11D56.wiff
Bile_acids
L_K11D7.wiff
Bile_acids
L_K7D14.wiff
Bile_acids
L_K7D21.wiff
Bile_acids
L_K7D28.wiff
Bile_acids
L_K7D56.wiff
Bile_acids
L_K7D7.wiff
Bile_acids
L_K8D14.wiff
Bile_acids
L_K8D21.wiff
Bile_acids
L_K8D28.wiff
Bile_acids
L_K8D56.wiff
Bile_acids
L_K8D7.wiff
Bile_acids
L_K9D1.wiff
Bile_acids
L_K9D14.wiff
Bile_acids
L_K9D21.wiff
Bile_acids
L_K9D28.wiff
Bile_acids
L_K9D56.wiff
Bile_acids
L_K9D7.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST001229
No raw data detected. Ignoring ST001229
Processing  ST002550
Initiating REDU-table generation for AN004198
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/96 [00:00<?, ?it/s]

Mapping potential matches:  10%|█         | 10/96 [00:00<00:00, 92.62it/s]

Mapping potential matches:  21%|██        | 20/96 [00:00<00:00, 92.69it/s]

Mapping potential matches:  31%|███▏      | 30/96 [00:00<00:00, 93.04it/s]

Mapping potential matches:  42%|████▏     | 40/96 [00:00<00:00, 93.34it/s]

Mapping potential matches:  52%|█████▏    | 50/96 [00:00<00:00, 92.97it/s]

Mapping potential matches:  62%|██████▎   | 60/96 [00:00<00:00, 92.49it/s]

Mapping potential matches:  73%|███████▎  | 70/96 [00:00<00:00, 91.98it/s]

Mapping potential matches:  83%|████████▎ | 80/96 [00:00<00:00, 91.65it/s]

Mapping potential matches:  94%|█████████▍| 90/96 [00:00<00:00, 91.57it/s]
Mapping potential matches: 100%|██████████| 96/96 [00:01<00:00, 92.11it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004199
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/96 [00:00<?, ?it/s]

Mapping potential matches:  10%|█         | 10/96 [00:00<00:00, 93.61it/s]

Mapping potential matches:  21%|██        | 20/96 [00:00<00:00, 93.44it/s]

Mapping potential matches:  31%|███▏      | 30/96 [00:00<00:00, 93.43it/s]

Mapping potential matches:  42%|████▏     | 40/96 [00:00<00:00, 93.98it/s]

Mapping potential matches:  52%|█████▏    | 50/96 [00:00<00:00, 94.34it/s]

Mapping potential matches:  62%|██████▎   | 60/96 [00:00<00:00, 94.61it/s]

Mapping potential matches:  73%|███████▎  | 70/96 [00:00<00:00, 94.51it/s]

Mapping potential matches:  83%|████████▎ | 80/96 [00:00<00:00, 94.59it/s]

Mapping potential matches:  94%|█████████▍| 90/96 [00:00<00:00, 94.34it/s]
Mapping potential matches: 100%|██████████| 96/96 [00:01<00:00, 94.22it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|▉         | 308/3150 [17:43<3:53:26,  4.93s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20190802_PC,PE profiling_Human serum_set1_HJW-B_Serum_31_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-B_Serum_32_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-B_Serum_33_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-B_Serum_34_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-B_Serum_35_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-C_Serum_61_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-C_Serum_62_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-C_Serum_63_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-C_Serum_64_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-C_Serum_65_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-D_Normal serum_1_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-D_Normal serum_2_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-D_Normal serum_3_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-D_Normal serum_4_1_100.mzML
20190802_PC,PE profiling_Human serum_set1_HJW-D_Normal serum_5_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-B_Serum_36_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-B_Serum_37_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-B_Serum_38_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-B_Serum_39_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-B_Serum_40_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-C_Serum_66_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-C_Serum_67_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-C_Serum_68_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-C_Serum_69_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-C_Serum_70_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-D_Normal serum_10_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-D_Normal serum_6_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-D_Normal serum_7_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-D_Normal serum_8_1_100.mzML
20190808_PC,PE profiling_Human serum_set2_HJW-D_Normal serum_9_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-B_Serum_41_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-B_Serum_42_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-B_Serum_43_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-B_Serum_44_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-B_Serum_45_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-C_Serum_71_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-C_Serum_72_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-C_Serum_73_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-C_Serum_74_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-C_Serum_75_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-D_Normal serum_11_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-D_Normal serum_12_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-D_Normal serum_13_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-D_Normal serum_14_1_100.mzML
20190813_PC,PE profiling_Human serum_set3_HJW-D_Normal serum_15_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-B_Serum_46_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-B_Serum_47_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-B_Serum_48_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-B_Serum_49_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-B_Serum_50_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-C_Serum_76_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-C_Serum_77_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-C_Serum_78_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-C_Serum_79_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-C_Serum_80_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-D_Normal serum_16_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-D_Normal serum_17_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-D_Normal serum_18_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-D_Normal serum_19_1_100.mzML
20191017_PC,PE profiling_Human serum_set4_HJW-D_Normal serum_20_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-B_Serum_51_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-B_Serum_52_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-B_Serum_53_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-B_Serum_54_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-B_Serum_55_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-C_Serum_81_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-C_Serum_82_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-C_Serum_83_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-C_Serum_84_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-C_Serum_85_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-D_Normal serum_21_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-D_Normal serum_22_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-D_Normal serum_23_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-D_Normal serum_24_1_100.mzML
20191022_PC,PE profiling_Human serum_set5_HJW-D_Normal serum_25_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-B_Serum_56_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-B_Serum_57_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-B_Serum_58_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-B_Serum_59_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-B_Serum_60_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-C_Serum_86_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-C_Serum_87_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-C_Serum_88_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-C_Serum_89_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-C_Serum_90_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-D_Normal serum_26_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-D_Normal serum_27_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-D_Normal serum_28_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-D_Normal serum_29_1_100.mzML
20191025_PC,PE profiling_Human serum_set6_HJW_cell media-D_Normal serum_30_1_100.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 90 rows!
Extracted information for 90 samples.
Processing  ST003427
Initiating REDU-table generation for AN005627
Rest length is 54
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 410.88it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005628
Rest length is 54
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 415.24it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|▉         | 309/3150 [17:47<3:45:42,  4.77s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|▉         | 311/3150 [17:50<2:49:00,  3.57s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230301 Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-Blank (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 0 mM cells (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 0 mM cells (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 0 mM cells.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 0 mM med (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 0 mM med (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 0 mM med.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 0.1 mM cells (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 1 mM cells (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 1 mM cells (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 1 mM cells.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 1 mM med (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 1 mM med (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 1 mM med.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 10 mM cells (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 10 mM cells (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 10 mM cells.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 10 mM med (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 10 mM med (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 10 mM med.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 20 mM cells (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 20 mM cells (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 20 mM cells.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 20 mM med (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 20 mM med (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 20 mM med.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 40 mM med (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 40 mM med (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 40 mM med.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 5 mM cells (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 5 mM cells (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 5 mM cells.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 5 mM med (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 5 mM med (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-BT-474 DMM 5 mM med.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-Blank.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-Bottle medium (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-Bottle medium (3).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-Bottle medium.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-DMEM_F12 no adds (2).mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-DMEM_F12 no adds.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-DMM 1000.mzML
Dima BT-474 DMM mzML
20230301 Dima BT-474 DMM-DMM 50.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 43 rows!
Extracted information for 43 samples.
Processing  ST000619
No raw data detected. Ignoring ST000619
Processing  ST003067
Initiating REDU-table generation for AN005023
Rest length is 48
raw file key found.
Initiating REDU-table generation for AN005024
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T12_1.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T12_2.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T12_3.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T12_4.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T12_5.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T12_6.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T12_7.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T12_8.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T2_1.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T2_2.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T2_3.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T2_4.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T2_5.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T2_6.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T2_7.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T2_8.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T8_1.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T8_2.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T8_3.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T8_4.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T8_5.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T8_6.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T8_7.raw
Cover_Cells_VacA_Time_HILICn_MS_Raw_Files
SC_20220131_HILICn_FMS_Cover_T8_8.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T12_1.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T12_2.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T12_3.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T12_4.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T12_5.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T12_6.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T12_7.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T12_8.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T2_1.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T2_2.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T2_3.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T2_4.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T2_5.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T2_6.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T2_7.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T2_8.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T8_1.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T8_2.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T8_3.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T8_4.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T8_5.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T8_6.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T8_7.raw
Cover_Cells_VacA_Time_RPLCp_MS_Raw_Files
SC_20220124_RPLCp_FMS_Cover_T8_8.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002122
No raw data detected. Ignoring ST002122
Processing  ST002075
Initiating REDU-table generation for AN003382
Rest length is 331
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UntargetedHILICpos
HilicPos_122220_1411.raw
UntargetedHILICpos
HilicPos_122220_1412.raw
UntargetedHILICpos
HilicPos_122220_1413.raw
UntargetedHILICpos
HilicPos_122220_1414.raw
UntargetedHILICpos
HilicPos_122220_1415.raw
UntargetedHILICpos
HilicPos_122220_1416.raw
UntargetedHILICpos
HilicPos_122220_1417.raw
UntargetedHILICpos
HilicPos_122220_1418.raw
UntargetedHILICpos
HilicPos_122220_1419.raw
UntargetedHILICpos
HilicPos_122220_1420.raw
UntargetedHILICpos
HilicPos_122220_1421.raw
UntargetedHILICpos
HilicPos_122220_1422.raw
UntargetedHILICpos
HilicPos_122220_1423.raw
UntargetedHILICpos
HilicPos_122220_1424.raw
UntargetedHILICpos
HilicPos_122220_1425.raw
UntargetedHILICpos
HilicPos_122220_1426.raw
UntargetedHILICpos
HilicPos_122220_1427.raw
UntargetedHILICpos
HilicPos_122220_1428.raw
UntargetedHILICpos
HilicPos_122220_1429.raw
UntargetedHILICpos
HilicPos_122220_1430.raw
UntargetedHILICpos
HilicPos_122220_1431.raw
UntargetedHILICpos
HilicPos_122220_1432.raw
UntargetedHILICpos
HilicPos_122220_1433.raw
UntargetedHILICpos
HilicPos_122220_1434.raw
UntargetedHILICpos
HilicPos_122220_1435.raw
UntargetedHILICpos
HilicPos_122220_1436.raw
UntargetedHILICpos
HilicPos_122220_1437.raw
UntargetedHILICpos
HilicPos_122220_1438.raw
UntargetedHILICpos
HilicPos_122220_1439.raw
UntargetedHILICpos
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UntargetedHILICpos
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UntargetedHILICpos
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UntargetedHILICpos
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UntargetedHILICpos
HilicPos_122220_1445.raw
UntargetedHILICpos
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UntargetedHILICpos
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UntargetedHILICpos
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UntargetedHILICpos
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UntargetedHILICpos
HilicPos_122220_1450.raw
UntargetedHILICpos
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UntargetedHILICpos
HilicPos_122220_1452.raw
UntargetedHILICpos
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UntargetedHILICpos
HilicPos_122220_1454.raw
UntargetedHILICpos
HilicPos_122220_1455.raw
UntargetedHILICpos
HilicPos_122220_1456.raw
UntargetedHILICpos
HilicPos_122220_1457.raw
UntargetedHILICpos
HilicPos_122220_1458.raw
UntargetedHILICpos
HilicPos_122220_1459.raw
UntargetedHILICpos
HilicPos_122220_1460.raw
UntargetedHILICpos
HilicPos_122220_1461.raw
UntargetedHILICpos
HilicPos_122220_1462.raw
UntargetedHILICpos
HilicPos_122220_1463.raw
UntargetedHILICpos
HilicPos_122220_1464.raw
UntargetedHILICpos
HilicPos_122220_1465.raw
UntargetedHILICpos
HilicPos_122220_1466.raw
UntargetedHILICpos
HilicPos_122220_1467.raw
UntargetedHILICpos
HilicPos_122220_1468.raw
UntargetedHILICpos
HilicPos_122220_1469.raw
UntargetedHILICpos
HilicPos_122220_1470.raw
UntargetedHILICpos
HilicPos_122220_1471.raw
UntargetedHILICpos
HilicPos_122220_1473.raw
UntargetedHILICpos
HilicPos_122220_1474.raw
UntargetedHILICpos
HilicPos_122220_1475.raw
UntargetedHILICpos
HilicPos_122220_1476.raw
UntargetedHILICpos
HilicPos_122220_1477.raw
UntargetedHILICpos
HilicPos_122220_1478.raw
UntargetedHILICpos
HilicPos_122220_1479.raw
UntargetedHILICpos
HilicPos_122220_1480.raw
UntargetedHILICpos
HilicPos_122220_1481.raw
UntargetedHILICpos
HilicPos_122220_1482.raw
UntargetedHILICpos
HilicPos_122220_1483.raw
UntargetedHILICpos
HilicPos_122220_1484.raw
UntargetedHILICpos
HilicPos_122220_1485.raw
UntargetedHILICpos
HilicPos_122220_1486.raw
UntargetedHILICpos
HilicPos_122220_1487.raw
UntargetedHILICpos
HilicPos_122220_1488.raw
UntargetedHILICpos
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UntargetedHILICpos
HilicPos_122220_1490.raw
UntargetedHILICpos
HilicPos_122220_1491.raw
UntargetedHILICpos
HilicPos_122220_1492.raw
UntargetedHILICpos
HilicPos_122220_1493.raw
UntargetedHILICpos
HilicPos_122220_1494.raw
UntargetedHILICpos
HilicPos_122220_1495.raw
UntargetedHILICpos
HilicPos_122220_1496.raw
UntargetedHILICpos
HilicPos_122220_1497.raw
UntargetedHILICpos
HilicPos_122220_1498.raw
UntargetedHILICpos
HilicPos_122220_1499.raw
UntargetedHILICpos
HilicPos_122220_1500.raw
UntargetedHILICpos
HilicPos_122220_1501.raw
UntargetedHILICpos
HilicPos_122220_1502.raw
UntargetedHILICpos
HilicPos_122220_1503.raw
UntargetedHILICpos
HilicPos_122220_1504.raw
UntargetedHILICpos
HilicPos_122220_1505.raw
UntargetedHILICpos
HilicPos_122220_1506.raw
UntargetedHILICpos
HilicPos_122220_1507.raw
UntargetedHILICpos
HilicPos_122220_1508.raw
UntargetedHILICpos
HilicPos_122220_1509.raw
UntargetedHILICpos
HilicPos_122220_1510.raw
UntargetedHILICpos
HilicPos_122220_1511.raw
UntargetedHILICpos
HilicPos_122220_1512.raw
UntargetedHILICpos
HilicPos_122220_1513.raw
UntargetedHILICpos
HilicPos_122220_1514.raw
UntargetedHILICpos
HilicPos_122220_1515.raw
UntargetedHILICpos
HilicPos_122220_1516.raw
UntargetedHILICpos
HilicPos_122220_1517.raw
UntargetedHILICpos
HilicPos_122220_1518.raw
UntargetedHILICpos
HilicPos_122220_1519.raw
UntargetedHILICpos
HilicPos_122220_1520.raw
UntargetedHILICpos
HilicPos_122220_1521.raw
UntargetedHILICpos
HilicPos_122220_1522.raw
UntargetedHILICpos
HilicPos_122220_1523.raw
UntargetedHILICpos
HilicPos_122220_1524.raw
UntargetedHILICpos
HilicPos_122220_1525.raw
UntargetedHILICpos
HilicPos_122220_1526.raw
UntargetedHILICpos
HilicPos_122220_1527.raw
UntargetedHILICpos
HilicPos_122220_1528.raw
UntargetedHILICpos
HilicPos_122220_1529.raw
UntargetedHILICpos
HilicPos_122220_1530.raw
UntargetedHILICpos
HilicPos_122220_1531.raw
UntargetedHILICpos
HilicPos_122220_1532.raw
UntargetedHILICpos
HilicPos_122220_1533.raw
UntargetedHILICpos
HilicPos_122220_1534.raw
UntargetedHILICpos
HilicPos_122220_1535.raw
UntargetedHILICpos
HilicPos_122220_1536.raw
UntargetedHILICpos
HilicPos_122220_1537.raw
UntargetedHILICpos
HilicPos_122220_1538.raw
UntargetedHILICpos
HilicPos_122220_1539.raw
UntargetedHILICpos
HilicPos_122220_1540.raw
UntargetedHILICpos
HilicPos_122220_1541.raw
UntargetedHILICpos
HilicPos_122220_1542.raw
UntargetedHILICpos
HilicPos_122220_1543.raw
UntargetedHILICpos
HilicPos_122220_1544.raw
UntargetedHILICpos
HilicPos_122220_1545.raw
UntargetedHILICpos
HilicPos_122220_1546.raw
UntargetedHILICpos
HilicPos_122220_1547.raw
UntargetedHILICpos
HilicPos_122220_1548.raw
UntargetedHILICpos
HilicPos_122220_1550.raw
UntargetedHILICpos
HilicPos_122220_1551.raw
UntargetedHILICpos
HilicPos_122220_1552.raw
UntargetedHILICpos
HilicPos_122220_1553.raw
UntargetedHILICpos
HilicPos_122220_1554.raw
UntargetedHILICpos
HilicPos_122220_1555.raw
UntargetedHILICpos
HilicPos_122220_1556.raw
UntargetedHILICpos
HilicPos_122220_1557.raw
UntargetedHILICpos
HilicPos_122220_1558.raw
UntargetedHILICpos
HilicPos_122220_1559.raw
UntargetedHILICpos
HilicPos_122220_1560.raw
UntargetedHILICpos
HilicPos_122220_1561.raw
UntargetedHILICpos
HilicPos_122220_1562.raw
UntargetedHILICpos
HilicPos_122220_1563.raw
UntargetedHILICpos
HilicPos_122220_1897.raw
UntargetedHILICpos
HilicPos_122220_1898.raw
UntargetedHILICpos
HilicPos_122220_1899.raw
UntargetedHILICpos
HilicPos_122220_1900.raw
UntargetedHILICpos
HilicPos_122220_1901.raw
UntargetedHILICpos
HilicPos_122220_1902.raw
UntargetedHILICpos
HilicPos_122220_1903.raw
UntargetedHILICpos
HilicPos_122220_1904.raw
UntargetedHILICpos
HilicPos_122220_1905.raw
UntargetedHILICpos
HilicPos_122220_1906.raw
UntargetedHILICpos
HilicPos_122220_1907.raw
UntargetedHILICpos
HilicPos_122220_1908.raw
UntargetedHILICpos
HilicPos_122220_1909.raw
UntargetedHILICpos
HilicPos_122220_1910.raw
UntargetedHILICpos
HilicPos_122220_1911.raw
UntargetedHILICpos
HilicPos_122220_1912.raw
UntargetedHILICpos
HilicPos_122220_1913.raw
UntargetedHILICpos
HilicPos_122220_1914.raw
UntargetedHILICpos
HilicPos_122220_1915.raw
UntargetedHILICpos
HilicPos_122220_1916.raw
UntargetedHILICpos
HilicPos_122220_1917.raw
UntargetedHILICpos
HilicPos_122220_1918.raw
UntargetedHILICpos
HilicPos_122220_1919.raw
UntargetedHILICpos
HilicPos_122220_1920.raw
UntargetedHILICpos
HilicPos_122220_1921.raw
UntargetedHILICpos
HilicPos_122220_1922.raw
UntargetedHILICpos
HilicPos_122220_1923.raw
UntargetedHILICpos
HilicPos_122220_1924.raw
UntargetedHILICpos
HilicPos_122220_1925.raw
UntargetedHILICpos
HilicPos_122220_1926.raw
UntargetedHILICpos
HilicPos_122220_1927.raw
UntargetedHILICpos
HilicPos_122220_1928.raw
UntargetedHILICpos
HilicPos_122220_1929.raw
UntargetedHILICpos
HilicPos_122220_1930.raw
UntargetedHILICpos
HilicPos_122220_1931.raw
UntargetedHILICpos
HilicPos_122220_1932.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|▉         | 313/3150 [17:54<2:28:21,  3.14s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|▉         | 314/3150 [17:57<2:21:43,  3.00s/it]
UntargetedHILICpos
HilicPos_122220_1933.raw
UntargetedHILICpos
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UntargetedHILICpos
HilicPos_122220_1935.raw
UntargetedHILICpos
HilicPos_122220_1936.raw
UntargetedHILICpos
HilicPos_122220_1937.raw
UntargetedHILICpos
HilicPos_122220_1938.raw
UntargetedHILICpos
HilicPos_122220_1939.raw
UntargetedHILICpos
HilicPos_122220_1940.raw
UntargetedHILICpos
HilicPos_122220_1941.raw
UntargetedHILICpos
HilicPos_122220_1942.raw
UntargetedHILICpos
HilicPos_122220_1943.raw
UntargetedHILICpos
HilicPos_122220_1944.raw
UntargetedHILICpos
HilicPos_122220_1945.raw
UntargetedHILICpos
HilicPos_122220_1946.raw
UntargetedHILICpos
HilicPos_122220_1947.raw
UntargetedHILICpos
HilicPos_122220_1948.raw
UntargetedHILICpos
HilicPos_122220_1949.raw
UntargetedHILICpos
HilicPos_122220_1950.raw
UntargetedHILICpos
HilicPos_122220_1951.raw
UntargetedHILICpos
HilicPos_122220_1952.raw
UntargetedHILICpos
HilicPos_122220_1953.raw
UntargetedHILICpos
HilicPos_122220_1954.raw
UntargetedHILICpos
HilicPos_122220_1955.raw
UntargetedHILICpos
HilicPos_122220_1956.raw
UntargetedHILICpos
HilicPos_122220_1957.raw
UntargetedHILICpos
HilicPos_122220_1958.raw
UntargetedHILICpos
HilicPos_122220_1959.raw
UntargetedHILICpos
HilicPos_122220_1960.raw
UntargetedHILICpos
HilicPos_122220_1961.raw
UntargetedHILICpos
HilicPos_122220_1962.raw
UntargetedHILICpos
HilicPos_122220_1963.raw
UntargetedHILICpos
HilicPos_122220_1964.raw
UntargetedHILICpos
HilicPos_122220_1965.raw
UntargetedHILICpos
HilicPos_122220_1966.raw
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HilicPos_122220_1967.raw
UntargetedHILICpos
HilicPos_122220_1968.raw
UntargetedHILICpos
HilicPos_122220_1969.raw
UntargetedHILICpos
HilicPos_122220_1970.raw
UntargetedHILICpos
HilicPos_122220_1971.raw
UntargetedHILICpos
HilicPos_122220_1972.raw
UntargetedHILICpos
HilicPos_122220_1973.raw
UntargetedHILICpos
HilicPos_122220_1974.raw
UntargetedHILICpos
HilicPos_122220_1975.raw
UntargetedHILICpos
HilicPos_122220_1976.raw
UntargetedHILICpos
HilicPos_122220_1977.raw
UntargetedHILICpos
HilicPos_122220_1978.raw
UntargetedHILICpos
HilicPos_122220_1979.raw
UntargetedHILICpos
HilicPos_122220_1980.raw
UntargetedHILICpos
HilicPos_122220_1981.raw
UntargetedHILICpos
HilicPos_122220_1982.raw
UntargetedHILICpos
HilicPos_122220_1983.raw
UntargetedHILICpos
HilicPos_122220_1984.raw
UntargetedHILICpos
HilicPos_122220_1985.raw
UntargetedHILICpos
HilicPos_122220_1986.raw
UntargetedHILICpos
HilicPos_122220_1987.raw
UntargetedHILICpos
HilicPos_122220_1988.raw
UntargetedHILICpos
HilicPos_122220_1989.raw
UntargetedHILICpos
HilicPos_122220_1990.raw
UntargetedHILICpos
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UntargetedHILICpos
HilicPos_122220_1992.raw
UntargetedHILICpos
HilicPos_122220_1993.raw
UntargetedHILICpos
HilicPos_122220_1994.raw
UntargetedHILICpos
HilicPos_122220_1995.raw
UntargetedHILICpos
HilicPos_122220_1996.raw
UntargetedHILICpos
HilicPos_122220_1997.raw
UntargetedHILICpos
HilicPos_122220_1998.raw
UntargetedHILICpos
HilicPos_122220_1999.raw
UntargetedHILICpos
HilicPos_122220_2000.raw
UntargetedHILICpos
HilicPos_122220_2001.raw
UntargetedHILICpos
HilicPos_122220_2002.raw
UntargetedHILICpos
HilicPos_122220_2003.raw
UntargetedHILICpos
HilicPos_122220_2004.raw
UntargetedHILICpos
HilicPos_122220_2005.raw
UntargetedHILICpos
HilicPos_122220_2006.raw
UntargetedHILICpos
HilicPos_122220_2007.raw
UntargetedHILICpos
HilicPos_122220_2008.raw
UntargetedHILICpos
HilicPos_122220_2009.raw
UntargetedHILICpos
HilicPos_122220_2010.raw
UntargetedHILICpos
HilicPos_122220_2011.raw
UntargetedHILICpos
HilicPos_122220_2012.raw
UntargetedHILICpos
HilicPos_122220_2013.raw
UntargetedHILICpos
HilicPos_122220_2014.raw
UntargetedHILICpos
HilicPos_122220_2015.raw
UntargetedHILICpos
HilicPos_122220_2016.raw
UntargetedHILICpos
HilicPos_122220_2017.raw
UntargetedHILICpos
HilicPos_122220_2018.raw
UntargetedHILICpos
HilicPos_122220_2019.raw
UntargetedHILICpos
HilicPos_122220_2126.raw
UntargetedHILICpos
HilicPos_122220_2127.raw
UntargetedHILICpos
HilicPos_122220_2128.raw
UntargetedHILICpos
HilicPos_122220_2129.raw
UntargetedHILICpos
HilicPos_122220_2130.raw
UntargetedHILICpos
HilicPos_122220_2131.raw
UntargetedHILICpos
HilicPos_122220_2133.raw
UntargetedHILICpos
HilicPos_122220_2134.raw
UntargetedHILICpos
HilicPos_122220_2135.raw
UntargetedHILICpos
HilicPos_122220_2136.raw
UntargetedHILICpos
HilicPos_122220_2137.raw
UntargetedHILICpos
HilicPos_122220_2150.raw
UntargetedHILICpos
HilicPos_122220_2151.raw
UntargetedHILICpos
HilicPos_122220_2159.raw
UntargetedHILICpos
HilicPos_122220_2161.raw
UntargetedHILICpos
HilicPos_122220_2162.raw
UntargetedHILICpos
HilicPos_122220_2164.raw
UntargetedHILICpos
HilicPos_122220_2165.raw
UntargetedHILICpos
HilicPos_122220_2166.raw
UntargetedHILICpos
HilicPos_122220_2167.raw
UntargetedHILICpos
HilicPos_122220_2168.raw
UntargetedHILICpos
HilicPos_122220_2169.raw
UntargetedHILICpos
HilicPos_122220_2170.raw
UntargetedHILICpos
HilicPos_122220_2171.raw
UntargetedHILICpos
HilicPos_122220_2172.raw
UntargetedHILICpos
HilicPos_122220_2173.raw
UntargetedHILICpos
HilicPos_122220_2174.raw
UntargetedHILICpos
HilicPos_122220_2175.raw
UntargetedHILICpos
HilicPos_122220_2176.raw
UntargetedHILICpos
HilicPos_122220_2177.raw
UntargetedHILICpos
HilicPos_122220_2178.raw
UntargetedHILICpos
HilicPos_122220_2179.raw
UntargetedHILICpos
HilicPos_122220_2180.raw
UntargetedHILICpos
HilicPos_122220_2181.raw
UntargetedHILICpos
HilicPos_122220_2195.raw
UntargetedHILICpos
HilicPos_122220_2196.raw
UntargetedHILICpos
HilicPos_122220_2197.raw
UntargetedHILICpos
HilicPos_122220_2198.raw
UntargetedHILICpos
HilicPos_122220_2199.raw
UntargetedHILICpos
HilicPos_122220_2200.raw
UntargetedHILICpos
HilicPos_122220_2201.raw
UntargetedHILICpos
HilicPos_122220_2475.raw
UntargetedHILICpos
HilicPos_122220_2476.raw
UntargetedHILICpos
HilicPos_122220_2477.raw
UntargetedHILICpos
HilicPos_122220_2478.raw
UntargetedHILICpos
HilicPos_122220_2479.raw
UntargetedHILICpos
HilicPos_122220_2480.raw
UntargetedHILICpos
HilicPos_122220_2481.raw
UntargetedHILICpos
HilicPos_122220_2482.raw
UntargetedHILICpos
HilicPos_122220_2483.raw
UntargetedHILICpos
HilicPos_122220_2484.raw
UntargetedHILICpos
HilicPos_122220_2556.raw
UntargetedHILICpos
HilicPos_122220_2557.raw
UntargetedHILICpos
HilicPos_122220_2558.raw
UntargetedHILICpos
HilicPos_122220_2559.raw
UntargetedHILICpos
HilicPos_122220_2560.raw
UntargetedHILICpos
HilicPos_122220_2561.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 331 rows!
Extracted information for 331 samples.
Processing  ST003097
Initiating REDU-table generation for AN005068
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
WangYaRu-P220801102.mzML
WangYaRu-P220801103.mzML
WangYaRu-P220801104.mzML
WangYaRu-P220801105.mzML
WangYaRu-P220801106.mzML
WangYaRu-P220801107.mzML
WangYaRu-P220801108.mzML
WangYaRu-P220801109.mzML
WangYaRu-P220801110.mzML
WangYaRu-P220801111.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST001453
Initiating REDU-table generation for AN002428
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
01_A0_Liver_T03-2017_naive_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
02_A1_Liver_T03-2017_naive_170427_UKy_GCB_rep2-quench_ICMSA.raw
raw_data
03_A2_Liver_T03-2017_naive_170427_UKy_GCB_rep3-quench_ICMSA.raw
raw_data
04_B0_Liver_T03-2017_syn_170427_UKy_GCB_rep1-quench_ICMS.raw
raw_data
05_B1_Liver_T03-2017_syn_170427_UKy_GCB_rep2-quench_ICMSA.raw
raw_data
06_B2_Liver_T03-2017_syn_170427_UKy_GCB_rep3-quench_ICMS.raw
raw_data
07_C1-1_Liver_T03-2017_allo_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
08_C1-2_Liver_T03-2017_allo_170427_UKy_GCB_rep2-quench_ICMSA.raw
raw_data
09_C2-0_Liver_T03-2017_allo_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
10_B1-0_Liver_T04-2017_syn_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
11_B1-1_Liver_T04-2017_syn_170427_UKy_GCB_rep2-quench_ICMSA.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 315/3150 [17:59<2:13:52,  2.83s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 316/3150 [18:01<2:09:18,  2.74s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 317/3150 [18:05<2:18:43,  2.94s/it]
raw_data
12_B1-2_Liver_T04-2017_syn_170427_UKy_GCB_rep3-quench_ICMSA.raw
raw_data
13_C1-1_Liver_T04-2017_allo_170427_UKy_GCB_rep1-quench_ICMS.raw
raw_data
14_C1-2_Liver_T04-2017_allo_170427_UKy_GCB_rep2-quench_ICMSA.raw
raw_data
15_C1-20_Liver_T04-2017_allo_170427_UKy_GCB_rep3-quench_ICMSA.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST001234
Initiating REDU-table generation for AN002052
Rest length is 40
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MX 258923 raw files
160322cOEsa01_1.cdf
MX 258923 raw files
160322cOEsa02_1.cdf
MX 258923 raw files
160322cOEsa03_1.cdf
MX 258923 raw files
160322cOEsa04_1.cdf
MX 258923 raw files
160322cOEsa05_1.cdf
MX 258923 raw files
160322cOEsa06_1.cdf
MX 258923 raw files
160322cOEsa07_1.cdf
MX 258923 raw files
160322cOEsa08_1.cdf
MX 258923 raw files
160322cOEsa09_1.cdf
MX 258923 raw files
160322cOEsa10_1.cdf
MX 258923 raw files
160322cOEsa11_1.cdf
MX 258923 raw files
160322cOEsa12_1.cdf
MX 258923 raw files
160322cOEsa13_1.cdf
MX 258923 raw files
160322cOEsa14_1.cdf
MX 258923 raw files
160322cOEsa15_1.cdf
MX 258923 raw files
160322cOEsa16_1.cdf
MX 258923 raw files
160322cOEsa17_1.cdf
MX 258923 raw files
160322cOEsa18_1.cdf
MX 258923 raw files
160322cOEsa19_1.cdf
MX 258923 raw files
160322cOEsa20_1.cdf
MX 258923 raw files
160322cOEsa21_1.cdf
MX 258923 raw files
160322cOEsa23_1.cdf
MX 258923 raw files
160322cOEsa24_1.cdf
MX 258923 raw files
160322cOEsa25_1.cdf
MX 258923 raw files
160322cOEsa26_1.cdf
MX 258923 raw files
160322cOEsa27_1.cdf
MX 258923 raw files
160322cOEsa28_1.cdf
MX 258923 raw files
160322cOEsa29_1.cdf
MX 258923 raw files
160322cOEsa30_1.cdf
MX 258923 raw files
160322cOEsa33_1.cdf
MX 258923 raw files
160322cOEsa34_1.cdf
MX 258923 raw files
160322cOEsa35_1.cdf
MX 258923 raw files
160322cOEsa36_1.cdf
MX 258923 raw files
160322cOEsa37_1.cdf
MX 258923 raw files
160322cOEsa38_1.cdf
MX 258923 raw files
160322cOEsa40_1.cdf
MX 258923 raw files
160322cOEsa42_2.cdf
MX 258923 raw files
160322cOEsa44_2.cdf
MX 258923 raw files
160322cOEsa45_2.cdf
MX 258923 raw files
160322cOEsa46_2.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST001976
Initiating REDU-table generation for AN003224
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200318_QEF1_HILIC_AJ100.raw
20200318_QEF1_HILIC_AJ101.raw
20200318_QEF1_HILIC_AJ102.raw
20200318_QEF1_HILIC_AJ103.raw
20200318_QEF1_HILIC_AJ104.raw
20200318_QEF1_HILIC_AJ105.raw
20200318_QEF1_HILIC_AJ106.raw
20200318_QEF1_HILIC_AJ107.raw
20200318_QEF1_HILIC_AJ108.raw
20200318_QEF1_HILIC_AJ109.raw
20200318_QEF1_HILIC_AJ110.raw
20200318_QEF1_HILIC_AJ111_pool1x_a.raw
20200318_QEF1_HILIC_AJ111_pool1x_b.raw
20200318_QEF1_HILIC_AJ111_pool1x_c.raw
20200318_QEF1_HILIC_AJ111_pool1x_d.raw
20200318_QEF1_HILIC_AJ111_pool1x_f.raw
20200318_QEF1_HILIC_AJ111_pool1x_g.raw
20200318_QEF1_HILIC_AJ112_pool03x.raw
20200318_QEF1_HILIC_AJ113_pool01x_a.raw
20200318_QEF1_HILIC_AJ113_pool01x_b.raw
20200318_QEF1_HILIC_AJ85.raw
20200318_QEF1_HILIC_AJ86.raw
20200318_QEF1_HILIC_AJ87.raw
20200318_QEF1_HILIC_AJ88.raw
20200318_QEF1_HILIC_AJ89.raw
20200318_QEF1_HILIC_AJ90.raw
20200318_QEF1_HILIC_AJ91.raw
20200318_QEF1_HILIC_AJ92.raw
20200318_QEF1_HILIC_AJ93.raw
20200318_QEF1_HILIC_AJ94.raw
20200318_QEF1_HILIC_AJ95.raw
20200318_QEF1_HILIC_AJ96.raw
20200318_QEF1_HILIC_AJ97.raw
20200318_QEF1_HILIC_AJ98.raw
20200318_QEF1_HILIC_AJ99.raw
20200318_QEF1_HILIC_AJ_blank_end.raw
20200318_QEF1_HILIC_AJ_blank_start1.raw
20200318_QEF1_HILIC_AJ_blank_start2.raw
20200318_QEF1_HILIC_AJ_blank_start3.raw
20200318_QEF1_HILIC_AJ_blank_start4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002611
No raw data detected. Ignoring ST002611
Processing  ST001948
Initiating REDU-table generation for AN003170
Rest length is 68
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/203 [00:00<?, ?it/s]

Mapping potential matches:   6%|▋         | 13/203 [00:00<00:01, 122.73it/s]

Mapping potential matches:  13%|█▎        | 26/203 [00:00<00:01, 123.12it/s]

Mapping potential matches:  19%|█▉        | 39/203 [00:00<00:01, 123.57it/s]

Mapping potential matches:  26%|██▌       | 52/203 [00:00<00:01, 123.91it/s]

Mapping potential matches:  32%|███▏      | 65/203 [00:00<00:01, 125.81it/s]

Mapping potential matches:  38%|███▊      | 78/203 [00:00<00:00, 126.80it/s]

Mapping potential matches:  45%|████▍     | 91/203 [00:00<00:00, 127.50it/s]

Mapping potential matches:  52%|█████▏    | 105/203 [00:00<00:00, 128.80it/s]

Mapping potential matches:  59%|█████▊    | 119/203 [00:00<00:00, 129.36it/s]

Mapping potential matches:  65%|██████▌   | 132/203 [00:01<00:00, 129.40it/s]

Mapping potential matches:  71%|███████▏  | 145/203 [00:01<00:00, 129.23it/s]

Mapping potential matches:  78%|███████▊  | 158/203 [00:01<00:00, 129.10it/s]

Mapping potential matches:  84%|████████▍ | 171/203 [00:01<00:00, 128.65it/s]

Mapping potential matches:  91%|█████████ | 184/203 [00:01<00:00, 128.80it/s]

Mapping potential matches:  97%|█████████▋| 197/203 [00:01<00:00, 129.00it/s]
Mapping potential matches: 100%|██████████| 203/203 [00:01<00:00, 127.78it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003171
Rest length is 68
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/203 [00:00<?, ?it/s]

Mapping potential matches:   6%|▋         | 13/203 [00:00<00:01, 123.69it/s]

Mapping potential matches:  13%|█▎        | 26/203 [00:00<00:01, 124.30it/s]

Mapping potential matches:  19%|█▉        | 39/203 [00:00<00:01, 124.50it/s]

Mapping potential matches:  26%|██▌       | 52/203 [00:00<00:01, 124.88it/s]

Mapping potential matches:  32%|███▏      | 65/203 [00:00<00:01, 124.60it/s]

Mapping potential matches:  38%|███▊      | 78/203 [00:00<00:01, 124.37it/s]

Mapping potential matches:  45%|████▍     | 91/203 [00:00<00:00, 124.49it/s]

Mapping potential matches:  51%|█████     | 104/203 [00:00<00:00, 124.05it/s]

Mapping potential matches:  58%|█████▊    | 117/203 [00:00<00:00, 124.62it/s]

Mapping potential matches:  64%|██████▍   | 130/203 [00:01<00:00, 124.84it/s]

Mapping potential matches:  70%|███████   | 143/203 [00:01<00:00, 124.74it/s]

Mapping potential matches:  77%|███████▋  | 156/203 [00:01<00:00, 124.61it/s]

Mapping potential matches:  83%|████████▎ | 169/203 [00:01<00:00, 124.71it/s]

Mapping potential matches:  90%|████████▉ | 182/203 [00:01<00:00, 124.68it/s]

Mapping potential matches:  96%|█████████▌| 195/203 [00:01<00:00, 124.73it/s]
Mapping potential matches: 100%|██████████| 203/203 [00:01<00:00, 124.61it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003172
Rest length is 68
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/203 [00:00<?, ?it/s]

Mapping potential matches:   6%|▋         | 13/203 [00:00<00:01, 126.89it/s]

Mapping potential matches:  13%|█▎        | 26/203 [00:00<00:01, 127.98it/s]

Mapping potential matches:  19%|█▉        | 39/203 [00:00<00:01, 127.80it/s]

Mapping potential matches:  26%|██▌       | 52/203 [00:00<00:01, 127.89it/s]

Mapping potential matches:  32%|███▏      | 65/203 [00:00<00:01, 127.96it/s]

Mapping potential matches:  38%|███▊      | 78/203 [00:00<00:01, 124.35it/s]

Mapping potential matches:  45%|████▍     | 91/203 [00:00<00:00, 121.36it/s]

Mapping potential matches:  51%|█████     | 104/203 [00:00<00:00, 122.22it/s]

Mapping potential matches:  58%|█████▊    | 117/203 [00:00<00:00, 124.50it/s]

Mapping potential matches:  64%|██████▍   | 130/203 [00:01<00:00, 125.95it/s]

Mapping potential matches:  70%|███████   | 143/203 [00:01<00:00, 126.92it/s]

Mapping potential matches:  77%|███████▋  | 156/203 [00:01<00:00, 126.99it/s]

Mapping potential matches:  83%|████████▎ | 169/203 [00:01<00:00, 127.28it/s]

Mapping potential matches:  90%|████████▉ | 182/203 [00:01<00:00, 127.64it/s]

Mapping potential matches:  96%|█████████▌| 195/203 [00:01<00:00, 127.88it/s]
Mapping potential matches: 100%|██████████| 203/203 [00:01<00:00, 126.39it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 12 -REPAVG.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 13.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 16.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 18.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 2.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 21.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 23.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 24.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 25 -REPAVG.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 26.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 29.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 33.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 34.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 36.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 39.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 4.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 40 -REPAVG.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 41.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 42.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 44 .mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 45.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 47.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 49.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 5.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 50.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 51.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 53.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 54.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 55.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 56.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 57.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 60.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 62.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 65.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 66.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 67.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 69.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 7.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 70 .mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 73.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 74.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS Brown 8.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 1 -REPAVG.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 10.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 11.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 12.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 13.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 14.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 17.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 18.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 19.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 2.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 20.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 21.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 23 -REPAVG.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 24.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 28.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 29.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 31.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 32.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 35.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 39.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 4.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 40.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 42.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 45.mzML
Raw_Data
20190729 SURP GDMSET1-20190729 SURP GDM METABOLOMICS CP 5.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 12 -REPAVG.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 13.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 16.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 18.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 2.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 21.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 23.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 24.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 25 -REPAVG.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 26.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 29.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 33.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 34.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 36.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 39.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 4.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 40 -REPAVG.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 5.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 7.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS Brown 8.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 1 -REPAVG.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 10.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 11.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 12.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 13.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 14.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 17.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 18.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 19.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 2.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 20.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 21.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 23 REPAVG.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 24.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 28.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 29.mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 319/3150 [18:14<2:50:31,  3.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 320/3150 [18:18<2:51:22,  3.63s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 323/3150 [18:22<1:57:36,  2.50s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 325/3150 [18:24<1:39:17,  2.11s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 328/3150 [19:54<10:31:03, 13.42s/it]
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 30.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 31.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 32.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 35.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 39.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 4.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 40.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 41.mzML
Raw_Data
20190731 SURP GDM AminomicsSET1-20190801 SURP GDM LIPIDOMICS CP 5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 112 rows!
Extracted information for 112 samples.
Processing  ST003003
Initiating REDU-table generation for AN004933
Rest length is 27
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004934
Rest length is 27
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
NEG
MA1-neg.raw
NEG
MA13-neg.raw
NEG
MA17-neg.raw
NEG
MA21-neg.raw
NEG
MA25-neg.raw
NEG
MA26-neg.raw
NEG
MA28-neg.raw
NEG
MA34-neg.raw
NEG
MA4-neg.raw
NEG
MA5-neg.raw
NEG
MA6-neg.raw
NEG
MA7-neg.raw
NEG
Y1-neg.raw
NEG
Y10-neg.raw
NEG
Y13-neg.raw
NEG
Y14-neg.raw
NEG
Y3-neg.raw
NEG
Y4-neg.raw
NEG
Y5-neg.raw
NEG
Y6-neg.raw
NEG
Y7-neg.raw
NEG
Y8-neg.raw
NEG
Y9-neg.raw
POS
MA1-pos.raw
POS
MA13-pos.raw
POS
MA17-pos.raw
POS
MA21-pos.raw
POS
MA25-pos.raw
POS
MA26-pos.raw
POS
MA28-pos.raw
POS
MA34-pos.raw
POS
MA4-pos.raw
POS
MA5-pos.raw
POS
MA6-pos.raw
POS
MA7-pos.raw
POS
QC1-pos.raw
POS
QC2-pos.raw
POS
QC3-pos.raw
POS
QC4-pos.raw
POS
Y1-pos.raw
POS
Y10-pos.raw
POS
Y13-pos.raw
POS
Y14-pos.raw
POS
Y3-pos.raw
POS
Y4-pos.raw
POS
Y5-pos.raw
POS
Y6-pos.raw
POS
Y7-pos.raw
POS
Y8-pos.raw
POS
Y9-pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST000930
No raw data detected. Ignoring ST000930
Processing  ST000996
No raw data detected. Ignoring ST000996
Processing  ST001634
Initiating REDU-table generation for AN002670
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN002671
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Project_2362
neg
Sa_001_neg.raw
Project_2362
neg
Sa_002_neg.raw
Project_2362
neg
Sa_003_neg.raw
Project_2362
neg
Sa_004_neg.raw
Project_2362
neg
Sa_005_neg.raw
Project_2362
neg
Sa_006_neg.raw
Project_2362
neg
Sa_007_neg.raw
Project_2362
neg
Sa_008_neg.raw
Project_2362
neg
Sa_009_neg.raw
Project_2362
neg
Sa_010_neg.raw
Project_2362
pos
Sa_001_pos.raw
Project_2362
pos
Sa_002_pos.raw
Project_2362
pos
Sa_003_pos.raw
Project_2362
pos
Sa_004_pos.raw
Project_2362
pos
Sa_005_pos.raw
Project_2362
pos
Sa_006_pos.raw
Project_2362
pos
Sa_007_pos.raw
Project_2362
pos
Sa_008_pos.raw
Project_2362
pos
Sa_009_pos.raw
Project_2362
pos
Sa_010_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST001219
No raw data detected. Ignoring ST001219
Processing  ST001929
Initiating REDU-table generation for AN003137
Rest length is 61
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
180731bJWsa03_2.cdf
180731bJWsa04_2.cdf
180731bJWsa05_2.cdf
180731bJWsa06_2.cdf
180731bJWsa07_2.cdf
180731bJWsa08_2.cdf
180731bJWsa09_2.cdf
180731bJWsa10_2.cdf
180731bJWsa11_2.cdf
180731bJWsa12_2.cdf
180731bJWsa13_2.cdf
180731bJWsa14_2.cdf
180731bJWsa15_2.cdf
180731bJWsa16_2.cdf
180731bJWsa17_2.cdf
180731bJWsa18_2.cdf
180731bJWsa19_2.cdf
180731bJWsa20_2.cdf
180731bJWsa21_2.cdf
180731bJWsa22_2.cdf
180731bJWsa23_2.cdf
180731bJWsa24_2.cdf
180731bJWsa25_1.cdf
180731bJWsa26_1.cdf
180731bJWsa27_1.cdf
180731bJWsa28_1.cdf
180731bJWsa29_1.cdf
180731bJWsa30_1.cdf
180731bJWsa31_1.cdf
180731bJWsa32_1.cdf
180731bJWsa33_1.cdf
180731bJWsa34_1.cdf
180731bJWsa35_1.cdf
180731bJWsa36_2.cdf
180731bJWsa37_1.cdf
180731bJWsa38_1.cdf
180731bJWsa39_1.cdf
180731bJWsa40_1.cdf
180731bJWsa41_1.cdf
180731bJWsa42_1.cdf
180731bJWsa43_1.cdf
180731bJWsa44_1.cdf
180731bJWsa45_1.cdf
180731bJWsa46_1.cdf
180731bJWsa47_1.cdf
180731bJWsa48_1.cdf
180731bJWsa49_1.cdf
180731bJWsa50_1.cdf
180801bJWsa01_1.cdf
180801bJWsa02_1.cdf
180801bJWsa03_1.cdf
180801bJWsa04_1.cdf
180801bJWsa05_1.cdf
180801bJWsa06_1.cdf
180801bJWsa07_1.cdf
180801bJWsa08_1.cdf
180801bJWsa09_1.cdf
180801bJWsa10_1.cdf
180801bJWsa11_1.cdf
180801bJWsa12_1.cdf
180801bJWsa13_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 61 rows!
Extracted information for 61 samples.
Processing  ST001029
No raw data detected. Ignoring ST001029
Processing  ST001230
No raw data detected. Ignoring ST001230
Processing  ST002854
Initiating REDU-table generation for AN004675
Rest length is 120
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004676
Rest length is 120
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
P_AB-A-1.mzML
P_AB-A-2.mzML
P_AB-A-3.mzML
P_AB-A-4.mzML
P_AB-A-5.mzML
P_AB-B-1.mzML
P_AB-B-2.mzML
P_AB-B-3.mzML
P_AB-B-4.mzML
P_AB-B-5.mzML
P_AB-C-1.mzML
P_AB-C-2.mzML
P_AB-C-3.mzML
P_AB-C-4.mzML
P_AB-C-5.mzML
P_EF-A-1.mzML
P_EF-A-2.mzML
P_EF-A-3.mzML
P_EF-A-4.mzML
P_EF-A-5.mzML
P_EF-B-1.mzML
P_EF-B-2.mzML
P_EF-B-3.mzML
P_EF-B-4.mzML
P_EF-B-5.mzML
P_EF-C-1.mzML
P_EF-C-2.mzML
P_EF-C-3.mzML
P_EF-C-4.mzML
P_EF-C-5.mzML
P_PA-A-1.mzML
P_PA-A-2.mzML
P_PA-A-3.mzML
P_PA-A-4.mzML
P_PA-A-5.mzML
P_PA-B-1.mzML
P_PA-B-2.mzML
P_PA-B-3.mzML
P_PA-B-4.mzML
P_PA-B-5.mzML
P_PA-C-1.mzML
P_PA-C-2.mzML
P_PA-C-3.mzML
P_PA-C-4.mzML
P_PA-C-5.mzML
P_SA-A-1.mzML
P_SA-A-2.mzML
P_SA-A-3.mzML
P_SA-A-4.mzML
P_SA-A-5.mzML
P_SA-B-1.mzML
P_SA-B-2.mzML
P_SA-B-3.mzML
P_SA-B-4.mzML
P_SA-B-5.mzML
P_SA-C-1.mzML
P_SA-C-2.mzML
P_SA-C-3.mzML
P_SA-C-4.mzML
P_SA-C-5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST001052
Initiating REDU-table generation for AN001721
Rest length is 53
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/59 [00:00<?, ?it/s]

Mapping potential matches:  29%|██▉       | 17/59 [00:00<00:00, 166.52it/s]

Mapping potential matches:  61%|██████    | 36/59 [00:00<00:00, 176.88it/s]

Mapping potential matches:  93%|█████████▎| 55/59 [00:00<00:00, 181.19it/s]
Mapping potential matches: 100%|██████████| 59/59 [00:00<00:00, 179.10it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 329/3150 [19:58<9:18:16, 11.87s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 10%|█         | 330/3150 [20:01<8:03:13, 10.28s/it]
 11%|█         | 333/3150 [20:01<4:27:49,  5.70s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█         | 334/3150 [20:05<4:08:07,  5.29s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█         | 337/3150 [20:08<2:45:38,  3.53s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█         | 338/3150 [20:11<2:38:52,  3.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█         | 339/3150 [20:14<2:33:30,  3.28s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
8355_Neg.raw
8355_Pos.raw
8356_Neg.raw
8356_Pos.raw
8358_Neg.raw
8358_Pos.raw
8359_Neg.raw
8359_Pos.raw
8363_Neg.raw
8363_Pos.raw
8364X2X_Neg.raw
8364X2X_Pos.raw
8366_Neg.raw
8366_Pos.raw
8370_Neg.raw
8370_Pos.raw
8371X2X_Neg.raw
8371X2X_Pos.raw
8372_Neg.raw
8372_Pos.raw
8373_Neg.raw
8373_Pos.raw
8374_Neg.raw
8374_Pos.raw
8375_Neg.raw
8375_Pos.raw
8376_Neg.raw
8376_Pos.raw
8377_Neg.raw
8377_Pos.raw
8378fixed_Neg.raw
8378fixed_Pos.raw
8379_Neg.raw
8379_Pos.raw
8380_Neg.raw
8380_Pos.raw
8381_Neg.raw
8381_Pos.raw
8382_Neg.raw
8382_Pos.raw
8383_Neg.raw
8383_Pos.raw
8384_Neg.raw
8384_Pos.raw
8385_Neg.raw
8385_Pos.raw
8386_Neg.raw
8386_Pos.raw
8387_Neg.raw
8387_Pos.raw
8389_Neg.raw
8389_Pos.raw
8390_Neg.raw
8390_Pos.raw
8391x2x_Neg.raw
8391x2x_Pos.raw
8392_Neg.raw
8392_Pos.raw
8393_Neg.raw
8393_Pos.raw
8394_Neg.raw
8394_Pos.raw
8395_Neg.raw
8395_Pos.raw
8396_Neg.raw
8396_Pos.raw
8398_Neg.raw
8398_Pos.raw
8399_Neg.raw
8399_Pos.raw
8400_Neg.raw
8400_Pos.raw
8401_Neg.raw
8401_Pos.raw
8402_Neg.raw
8402_Pos.raw
8403_Neg.raw
8403_Pos.raw
8404_Neg.raw
8404_Pos.raw
8405_Neg.raw
8405_Pos.raw
8406_Neg.raw
8406_Pos.raw
8407_Neg.raw
8407_Pos.raw
8408_Neg.raw
8408_Pos.raw
8409_Neg.raw
8409_Pos.raw
8410_Neg.raw
8410_Pos.raw
AIF8384_Neg.raw
AIF8384_Pos.raw
AIF8392_Neg.raw
AIF8392_Pos.raw
dd8384_Neg.raw
dd8384_Pos.raw
dd8386_Neg.raw
dd8386_Neg2.raw
dd8386_Pos.raw
dd8386_Pos3.raw
dd8386_PosIE2.raw
dd8387_Neg.raw
dd8387_Neg2.raw
dd8387_Pos.raw
dd8387_Pos3.raw
dd8387_PosIE2.raw
dd8392_Neg.raw
dd8392_Pos.raw
dd8392_PosIE1.raw
dd8396_PosIE1.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 112 rows!
Extracted information for 112 samples.
Processing  ST001495
Initiating REDU-table generation for AN002478
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
180628aJKsa01_1.cdf
180628aJKsa02_1.cdf
180628aJKsa03_1.cdf
180628aJKsa04_1.cdf
180628aJKsa05_1.cdf
180628aJKsa06_1.cdf
180628aJKsa07_1.cdf
180628aJKsa08_1.cdf
180628aJKsa09_1.cdf
180628aJKsa10_1.cdf
180628aJKsa11_1.cdf
180628aJKsa12_1.cdf
180628aJKsa13_1.cdf
180628aJKsa14_1.cdf
180628aJKsa15_1.cdf
180628aJKsa16_1.cdf
180628aJKsa17_1.cdf
180628aJKsa18_1.cdf
180628aJKsa19_1.cdf
180628aJKsa20_1.cdf
180628aJKsa21_1.cdf
180628aJKsa22_1.cdf
180628aJKsa23_1.cdf
180628aJKsa24_1.cdf
180628aJKsa25_1.cdf
180628aJKsa26_1.cdf
180628aJKsa27_1.cdf
180628aJKsa28_1.cdf
180628aJKsa29_1.cdf
180628aJKsa30_1.cdf
180628aJKsa31_1.cdf
180628aJKsa32_1.cdf
180628aJKsa33_1.cdf
180628aJKsa34_1.cdf
180628aJKsa35_1.cdf
180628aJKsa36_1.cdf
180628aJKsa37_1.cdf
180628aJKsa38_1.cdf
180628aJKsa39_1.cdf
180628aJKsa40_1.cdf
180628aJKsa41_1.cdf
180628aJKsa42_1.cdf
180628aJKsa43_1.cdf
180628aJKsa44_1.cdf
180628aJKsa45_1.cdf
180628aJKsa46_1.cdf
180628aJKsa47_1.cdf
180628aJKsa48_1.cdf
180628aJKsa49_1.cdf
180628aJKsa50_1.cdf
180629aJKsa01_1.cdf
180629aJKsa02_1.cdf
180629aJKsa03_1.cdf
180629aJKsa04_1.cdf
180629aJKsa05_1.cdf
180629aJKsa06_1.cdf
180629aJKsa07_1.cdf
180629aJKsa08_1.cdf
180629aJKsa09_1.cdf
180629aJKsa10_1.cdf
180629aJKsa11_1.cdf
180629aJKsa12_1.cdf
180629aJKsa13_1.cdf
180629aJKsa14_1.cdf
180629aJKsa15_1.cdf
180629aJKsa16_1.cdf
180629aJKsa17_1.cdf
180629aJKsa18_1.cdf
180629aJKsa19_1.cdf
180629aJKsa20_1.cdf
180629aJKsa21_1.cdf
180629aJKsa22_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST000055
No raw data detected. Ignoring ST000055
Processing  ST000925
No raw data detected. Ignoring ST000925
Processing  ST000866
No raw data detected. Ignoring ST000866
Processing  ST002765
Initiating REDU-table generation for AN004500
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN004501
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Mydata
Mydata NEG
M3.raw
Mydata
Mydata NEG
M4.raw
Mydata
Mydata NEG
M5.raw
Mydata
Mydata NEG
M6.raw
Mydata
Mydata NEG
M7.raw
Mydata
Mydata NEG
M8.raw
Mydata
Mydata NEG
P1.raw
Mydata
Mydata NEG
P2.raw
Mydata
Mydata NEG
P3.raw
Mydata
Mydata NEG
P4.raw
Mydata
Mydata NEG
P6.raw
Mydata
Mydata NEG
P7.raw
Mydata
Mydata POS
M3.raw
Mydata
Mydata POS
M4.raw
Mydata
Mydata POS
M5.raw
Mydata
Mydata POS
M6.raw
Mydata
Mydata POS
M7.raw
Mydata
Mydata POS
M8.raw
Mydata
Mydata POS
P1.raw
Mydata
Mydata POS
P2.raw
Mydata
Mydata POS
P3.raw
Mydata
Mydata POS
P4.raw
Mydata
Mydata POS
P6.raw
Mydata
Mydata POS
P7.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002555
No raw data detected. Ignoring ST002555
Processing  ST002916
No raw data detected. Ignoring ST002916
Processing  ST001758
Initiating REDU-table generation for AN002864
Rest length is 48
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002865
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
brain_Neg_CN_30A1A_M.mzXML
brain_Neg_CN_30A1B_M.mzXML
brain_Neg_CN_30A1C_M.mzXML
brain_Neg_CN_30A2A_M.mzXML
brain_Neg_CN_30A2B_M.mzXML
brain_Neg_CN_30A2C_M.mzXML
brain_Neg_CN_9A1C_F.mzXML
brain_Neg_CN_9A2A_F.mzXML
brain_Neg_CN_9A2B_F.mzXML
brain_Neg_CN_9A2C_F.mzXML
brain_Neg_CN_9A2D_F.mzXML
brain_Neg_CN_9A2E_F.mzXML
brain_Neg_GF_27F2.mzXML
brain_Neg_GF_27F3.mzXML
brain_Neg_GF_27F4.mzXML
brain_Neg_GF_27F5.mzXML
brain_Neg_GF_27F6.mzXML
brain_Neg_GF_27F7.mzXML
brain_Neg_GF_27M1.mzXML
brain_Neg_GF_27M2.mzXML
brain_Neg_GF_27M5.mzXML
brain_Neg_GF_27M7.mzXML
brain_Neg_GF_27M8.mzXML
brain_Neg_GF_27M9.mzXML
brain_Pos_CN_30A1A_M.mzXML
brain_Pos_CN_30A1B_M.mzXML
brain_Pos_CN_30A1C_M.mzXML
brain_Pos_CN_30A2A_M.mzXML
brain_Pos_CN_30A2B_M.mzXML
brain_Pos_CN_30A2C_M.mzXML
brain_Pos_CN_9A1C_F.mzXML
brain_Pos_CN_9A2A_F.mzXML
brain_Pos_CN_9A2B_F.mzXML
brain_Pos_CN_9A2C_F.mzXML
brain_Pos_CN_9A2D_F.mzXML
brain_Pos_CN_9A2E_F.mzXML
brain_Pos_GF_27F2.mzXML
brain_Pos_GF_27F3.mzXML
brain_Pos_GF_27F4.mzXML
brain_Pos_GF_27F5.mzXML
brain_Pos_GF_27F6.mzXML
brain_Pos_GF_27F7.mzXML
brain_Pos_GF_27M1.mzXML
brain_Pos_GF_27M2.mzXML
brain_Pos_GF_27M5.mzXML
brain_Pos_GF_27M7.mzXML
brain_Pos_GF_27M8.mzXML
brain_Pos_GF_27M9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST003245
Initiating REDU-table generation for AN005315
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
190905_AG_Brabletz_ZEB1_EMT_Lipidomics_PE.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST002792
Initiating REDU-table generation for AN004542
Rest length is 13
raw file key found.
Initiating REDU-table generation for AN004543
Rest length is 13
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
73_irbcs_p_1.raw
73_irbcs_p_2.raw
73_irbcs_p_3.raw
73_irbcs_p_4.raw
DMSO_iRBC_p_1.raw
DMSO_iRBC_p_2.raw
DMSO_iRBC_p_3.raw
DMSO_iRBC_p_4.raw
DMSO_iRBC_p_5.raw
DMSO_iRBC_p_6.raw
DMSO_iRBC_p_7.raw
DMSO_iRBC_p_8.raw
DMSO_iRBC_p_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 13 rows!
Extracted information for 13 samples.
Processing  ST000957
Initiating REDU-table generation for AN001570
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 446.77it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001571
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 435.55it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█         | 340/3150 [20:17<2:35:45,  3.33s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_10[BLS010A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_11[BLS010A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_12[BLS010A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_1[BLS001A]n-dd.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_1[BLS001A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_2[BLS001A]n-dd.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_2[BLS001A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_3[BLS001A]n-dd.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_3[BLS001A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_4[BLS002A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_5[BLS002A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_6[BLS002A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_7[BLS003A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_8[BLS003A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
NEG
QE2_jdg_115_Lemas_9[BLS003A]n.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_10[BLS010A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_11[BLS010A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_12[BLS010A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_1[BLS001A]p-dd.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_1[BLS001A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_2[BLS001A]p-dd.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_2[BLS001A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_3[BLS001A]p-dd.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_3[BLS001A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_4[BLS002A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_5[BLS002A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_6[BLS002A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_7[BLS003A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_8[BLS003A]p.raw
Lemas
raw
QE2_jdg_115_Lemas
POS
QE2_jdg_115_Lemas_9[BLS003A]p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002819
No raw data detected. Ignoring ST002819
Processing  ST000418
Initiating REDU-table generation for AN000660
Rest length is 22
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/22 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 22/22 [00:00<00:00, 1123.48it/s]

 11%|█         | 342/3150 [20:18<1:40:23,  2.14s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█         | 343/3150 [20:43<5:34:36,  7.15s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█         | 347/3150 [20:46<2:50:47,  3.66s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002709
Initiating REDU-table generation for AN004391
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData2
Sample_1.RAW
MyData2
Sample_10.RAW
MyData2
Sample_11.RAW
MyData2
Sample_12.RAW
MyData2
Sample_13.RAW
MyData2
Sample_14.RAW
MyData2
Sample_15.RAW
MyData2
Sample_16.RAW
MyData2
Sample_17.RAW
MyData2
Sample_18.RAW
MyData2
Sample_19.RAW
MyData2
Sample_2.RAW
MyData2
Sample_20.RAW
MyData2
Sample_21.RAW
MyData2
Sample_22.RAW
MyData2
Sample_23.RAW
MyData2
Sample_24.RAW
MyData2
Sample_3.RAW
MyData2
Sample_4.RAW
MyData2
Sample_5.RAW
MyData2
Sample_6.RAW
MyData2
Sample_7.RAW
MyData2
Sample_8.RAW
MyData2
Sample_9.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 24
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST003071
No raw data detected. Ignoring ST003071
Processing  ST000529
No raw data detected. Ignoring ST000529
Processing  ST001056
No raw data detected. Ignoring ST001056
Processing  ST002753
Initiating REDU-table generation for AN004467
Rest length is 14
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
407 660.mzML
407 661.mzML
407 662.mzML
407 663.mzML
407 667.mzML
407 668.mzML
407 669.mzML
QC1.mzML
QC2.mzML
QC3.mzML
QC4.mzML
QC5.mzML
QC6.mzML
blank01.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST003400
Initiating REDU-table generation for AN005580
Rest length is 275
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005581
Rest length is 275
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
BPS-Mice metabolomics-negative
BCF-223.raw
BPS-Mice metabolomics-negative
BCF-226.raw
BPS-Mice metabolomics-negative
BCF-227.raw
BPS-Mice metabolomics-negative
BCF-228.raw
BPS-Mice metabolomics-negative
BCF-229.raw
BPS-Mice metabolomics-negative
BCF-230.raw
BPS-Mice metabolomics-negative
BCF-231.raw
BPS-Mice metabolomics-negative
BCM-233.raw
BPS-Mice metabolomics-negative
BCM-234.raw
BPS-Mice metabolomics-negative
BCM-236.raw
BPS-Mice metabolomics-negative
BCM-237.raw
BPS-Mice metabolomics-negative
BCM-238.raw
BPS-Mice metabolomics-negative
BCM-243.raw
BPS-Mice metabolomics-negative
BCM-246.raw
BPS-Mice metabolomics-negative
BHF-295.raw
BPS-Mice metabolomics-negative
BHF-297.raw
BPS-Mice metabolomics-negative
BHF-298.raw
BPS-Mice metabolomics-negative
BHF-299.raw
BPS-Mice metabolomics-negative
BHF-306.raw
BPS-Mice metabolomics-negative
BHF-307.raw
BPS-Mice metabolomics-negative
BHF-4413.raw
BPS-Mice metabolomics-negative
BHF-4415.raw
BPS-Mice metabolomics-negative
BHF-4416.raw
BPS-Mice metabolomics-negative
BHF-4417.raw
BPS-Mice metabolomics-negative
BHF-4418.raw
BPS-Mice metabolomics-negative
BHF-4419.raw
BPS-Mice metabolomics-negative
BHF-4438.raw
BPS-Mice metabolomics-negative
BHM-289.raw
BPS-Mice metabolomics-negative
BHM-290.raw
BPS-Mice metabolomics-negative
BHM-294.raw
BPS-Mice metabolomics-negative
BHM-300.raw
BPS-Mice metabolomics-negative
BHM-301.raw
BPS-Mice metabolomics-negative
BHM-304.raw
BPS-Mice metabolomics-negative
BHM-305.raw
BPS-Mice metabolomics-negative
BHM-4423.raw
BPS-Mice metabolomics-negative
BHM-4427.raw
BPS-Mice metabolomics-negative
BHM-4431.raw
BPS-Mice metabolomics-negative
BHM-4432.raw
BPS-Mice metabolomics-negative
BHM-4433.raw
BPS-Mice metabolomics-negative
BHM-4434.raw
BPS-Mice metabolomics-negative
BHM-4452.raw
BPS-Mice metabolomics-negative
BLF-258.raw
BPS-Mice metabolomics-negative
BLF-261.raw
BPS-Mice metabolomics-negative
BLF-262.raw
BPS-Mice metabolomics-negative
BLF-263.raw
BPS-Mice metabolomics-negative
BLF-264.raw
BPS-Mice metabolomics-negative
BLF-266.raw
BPS-Mice metabolomics-negative
BLF-267.raw
BPS-Mice metabolomics-negative
BLM-247.raw
BPS-Mice metabolomics-negative
BLM-252.raw
BPS-Mice metabolomics-negative
BLM-253.raw
BPS-Mice metabolomics-negative
BLM-255.raw
BPS-Mice metabolomics-negative
BLM-275.raw
BPS-Mice metabolomics-negative
BLM-278.raw
BPS-Mice metabolomics-negative
BLM-279.raw
BPS-Mice metabolomics-negative
HCF-223.raw
BPS-Mice metabolomics-negative
HCF-226.raw
BPS-Mice metabolomics-negative
HCF-227.raw
BPS-Mice metabolomics-negative
HCF-228.raw
BPS-Mice metabolomics-negative
HCF-229.raw
BPS-Mice metabolomics-negative
HCF-230.raw
BPS-Mice metabolomics-negative
HCF-231.raw
BPS-Mice metabolomics-negative
HCM-233.raw
BPS-Mice metabolomics-negative
HCM-234.raw
BPS-Mice metabolomics-negative
HCM-236.raw
BPS-Mice metabolomics-negative
HCM-237.raw
BPS-Mice metabolomics-negative
HCM-238.raw
BPS-Mice metabolomics-negative
HCM-243.raw
BPS-Mice metabolomics-negative
HCM-246.raw
BPS-Mice metabolomics-negative
HHF-295.raw
BPS-Mice metabolomics-negative
HHF-297.raw
BPS-Mice metabolomics-negative
HHF-298.raw
BPS-Mice metabolomics-negative
HHF-299.raw
BPS-Mice metabolomics-negative
HHF-306.raw
BPS-Mice metabolomics-negative
HHF-307.raw
BPS-Mice metabolomics-negative
HHF-4413.raw
BPS-Mice metabolomics-negative
HHF-4415.raw
BPS-Mice metabolomics-negative
HHF-4416.raw
BPS-Mice metabolomics-negative
HHF-4417.raw
BPS-Mice metabolomics-negative
HHF-4418.raw
BPS-Mice metabolomics-negative
HHF-4419.raw
BPS-Mice metabolomics-negative
HHF-4438.raw
BPS-Mice metabolomics-negative
HHM-289.raw
BPS-Mice metabolomics-negative
HHM-290.raw
BPS-Mice metabolomics-negative
HHM-294.raw
BPS-Mice metabolomics-negative
HHM-300.raw
BPS-Mice metabolomics-negative
HHM-301.raw
BPS-Mice metabolomics-negative
HHM-304.raw
BPS-Mice metabolomics-negative
HHM-305.raw
BPS-Mice metabolomics-negative
HHM-4423.raw
BPS-Mice metabolomics-negative
HHM-4427.raw
BPS-Mice metabolomics-negative
HHM-4431.raw
BPS-Mice metabolomics-negative
HHM-4432.raw
BPS-Mice metabolomics-negative
HHM-4433.raw
BPS-Mice metabolomics-negative
HHM-4434.raw
BPS-Mice metabolomics-negative
HHM-4452.raw
BPS-Mice metabolomics-negative
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BPS-Mice metabolomics-positive
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BPS-Mice metabolomics-positive
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BPS-Mice metabolomics-positive
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PLM-278.raw
BPS-Mice metabolomics-positive/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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PLM-279.raw
BPS-Mice metabolomics-positive
WCF-223.raw
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WCF-226.raw
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WCF-227.raw
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WCF-229.raw
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WCF-230.raw
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WCF-231.raw
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WCM-233.raw
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WCM-234.raw
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WCM-236.raw
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WHF-295.raw
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WHF-297.raw
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WHF-298.raw
BPS-Mice metabolomics-positive
WHF-299.raw
BPS-Mice metabolomics-positive
WHF-306.raw
BPS-Mice metabolomics-positive
WHF-307.raw
BPS-Mice metabolomics-positive
WHF-4413.raw
BPS-Mice metabolomics-positive
WHF-4415.raw
BPS-Mice metabolomics-positive
WHF-4416.raw
BPS-Mice metabolomics-positive
WHF-4417.raw
BPS-Mice metabolomics-positive
WHF-4418.raw
BPS-Mice metabolomics-positive
WHF-4419.raw
BPS-Mice metabolomics-positive
WHF-4438.raw
BPS-Mice metabolomics-positive
WHM-289.raw
BPS-Mice metabolomics-positive
WHM-290.raw
BPS-Mice metabolomics-positive
WHM-294.raw
BPS-Mice metabolomics-positive
WHM-300.raw
BPS-Mice metabolomics-positive
WHM-301.raw
BPS-Mice metabolomics-positive
WHM-304.raw
BPS-Mice metabolomics-positive
WHM-305.raw
BPS-Mice metabolomics-positive
WHM-4423.raw
BPS-Mice metabolomics-positive
WHM-4427.raw
BPS-Mice metabolomics-positive
WHM-4431.raw
BPS-Mice metabolomics-positive
WHM-4432.raw
BPS-Mice metabolomics-positive
WHM-4433.raw
BPS-Mice metabolomics-positive
WHM-4434.raw
BPS-Mice metabolomics-positive
WHM-4452.raw
BPS-Mice metabolomics-positive
WLF-258.raw
BPS-Mice metabolomics-positive
WLF-261.raw
BPS-Mice metabolomics-positive
WLF-262.raw
BPS-Mice metabolomics-positive
WLF-263.raw
BPS-Mice metabolomics-positive
WLF-264.raw
BPS-Mice metabolomics-positive
WLF-266.raw
BPS-Mice metabolomics-positive
WLF-267.raw
BPS-Mice metabolomics-positive
WLM-247.raw
BPS-Mice metabolomics-positive
WLM-252.raw
BPS-Mice metabolomics-positive
WLM-253.raw
BPS-Mice metabolomics-positive
WLM-255.raw
BPS-Mice metabolomics-positive
WLM-275.raw
BPS-Mice metabolomics-positive
WLM-278.raw
BPS-Mice metabolomics-positive
WLM-279.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 550 rows!
Extracted information for 550 samples.
Processing  ST002035
Initiating REDU-table generation for AN003309
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 22/58 [00:00<00:00, 212.62it/s]

Mapping potential matches:  76%|███████▌  | 44/58 [00:00<00:00, 214.72it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 215.01it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003310
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 22/58 [00:00<00:00, 216.36it/s]

Mapping potential matches:  76%|███████▌  | 44/58 [00:00<00:00, 215.85it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 215.78it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█         | 349/3150 [20:57<3:11:10,  4.10s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Heart_Data
AM7 Negative
AM7-10_r40-.raw
Heart_Data
AM7 Negative
AM7-11_r51-.raw
Heart_Data
AM7 Negative
AM7-12_r42-.raw
Heart_Data
AM7 Negative
AM7-13_r58-.raw
Heart_Data
AM7 Negative
AM7-14_r14-.raw
Heart_Data
AM7 Negative
AM7-15_r25-.raw
Heart_Data
AM7 Negative
AM7-16_r57-.raw
Heart_Data
AM7 Negative
AM7-17_r47-.raw
Heart_Data
AM7 Negative
AM7-18_r55-.raw
Heart_Data
AM7 Negative
AM7-19_r56-.raw
Heart_Data
AM7 Negative
AM7-1_r4-.raw
Heart_Data
AM7 Negative
AM7-20_r20-.raw
Heart_Data
AM7 Negative
AM7-21_r5-.raw
Heart_Data
AM7 Negative
AM7-22_r32-.raw
Heart_Data
AM7 Negative
AM7-23_r8-.raw
Heart_Data
AM7 Negative
AM7-24_r50-.raw
Heart_Data
AM7 Negative
AM7-25_r23-.raw
Heart_Data
AM7 Negative
AM7-26_r53-.raw
Heart_Data
AM7 Negative
AM7-27_r54-.raw
Heart_Data
AM7 Negative
AM7-28_r9-.raw
Heart_Data
AM7 Negative
AM7-29_r13-.raw
Heart_Data
AM7 Negative
AM7-2_r38-.raw
Heart_Data
AM7 Negative
AM7-30_r7-.raw
Heart_Data
AM7 Negative
AM7-31_r30-.raw
Heart_Data
AM7 Negative
AM7-32_r24-.raw
Heart_Data
AM7 Negative
AM7-33_r33-.raw
Heart_Data
AM7 Negative
AM7-34_r29-.raw
Heart_Data
AM7 Negative
AM7-35_r19-.raw
Heart_Data
AM7 Negative
AM7-36_r16-.raw
Heart_Data
AM7 Negative
AM7-37_r49-.raw
Heart_Data
AM7 Negative
AM7-38_r52-.raw
Heart_Data
AM7 Negative
AM7-39_r34-.raw
Heart_Data
AM7 Negative
AM7-3_r6-.raw
Heart_Data
AM7 Negative
AM7-40_r22-.raw
Heart_Data
AM7 Negative
AM7-41_r17-.raw
Heart_Data
AM7 Negative
AM7-42_r36-.raw
Heart_Data
AM7 Negative
AM7-43_r35-.raw
Heart_Data
AM7 Negative
AM7-44_r11-.raw
Heart_Data
AM7 Negative
AM7-45_r2-.raw
Heart_Data
AM7 Negative
AM7-46_r27-.raw
Heart_Data
AM7 Negative
AM7-47_r1-.raw
Heart_Data
AM7 Negative
AM7-48_r21-.raw
Heart_Data
AM7 Negative
AM7-49_r46-.raw
Heart_Data
AM7 Negative
AM7-4_r44-.raw
Heart_Data
AM7 Negative
AM7-50_r28-.raw
Heart_Data
AM7 Negative
AM7-51_r3-.raw
Heart_Data
AM7 Negative
AM7-52_r18-.raw
Heart_Data
AM7 Negative
AM7-53_r39-.raw
Heart_Data
AM7 Negative
AM7-54_r37-.raw
Heart_Data
AM7 Negative
AM7-55_r15-.raw
Heart_Data
AM7 Negative
AM7-56_r12-.raw
Heart_Data
AM7 Negative
AM7-57_r26-.raw
Heart_Data
AM7 Negative
AM7-58_r43-.raw
Heart_Data
AM7 Negative
AM7-5_r10-.raw
Heart_Data
AM7 Negative
AM7-6_r48-.raw
Heart_Data
AM7 Negative
AM7-7_r31-.raw
Heart_Data
AM7 Negative
AM7-8_r41-.raw
Heart_Data
AM7 Negative
AM7-9_r45-.raw
Heart_Data
AM7 Positive
AM7-10_r22+.raw
Heart_Data
AM7 Positive
AM7-11_r52+.raw
Heart_Data
AM7 Positive
AM7-12_r4+.raw
Heart_Data
AM7 Positive
AM7-13_r9+.raw
Heart_Data
AM7 Positive
AM7-14_r18+.raw
Heart_Data
AM7 Positive
AM7-15_r42+.raw
Heart_Data
AM7 Positive
AM7-16_r46+.raw
Heart_Data
AM7 Positive
AM7-17_r44+.raw
Heart_Data
AM7 Positive
AM7-18_r24+.raw
Heart_Data
AM7 Positive
AM7-19_r15+.raw
Heart_Data
AM7 Positive
AM7-1_r30+.raw
Heart_Data
AM7 Positive
AM7-20_r25+.raw
Heart_Data
AM7 Positive
AM7-21_r32+.raw
Heart_Data
AM7 Positive
AM7-22_r6+.raw
Heart_Data
AM7 Positive
AM7-23_r37+.raw
Heart_Data
AM7 Positive
AM7-24_r17+.raw
Heart_Data
AM7 Positive
AM7-25_r29+.raw
Heart_Data
AM7 Positive
AM7-26_r34+.raw
Heart_Data
AM7 Positive
AM7-27_r45+.raw
Heart_Data
AM7 Positive
AM7-28_r8+.raw
Heart_Data
AM7 Positive
AM7-29_r51+.raw
Heart_Data
AM7 Positive
AM7-2_r1+.raw
Heart_Data
AM7 Positive
AM7-30_r35+.raw
Heart_Data
AM7 Positive
AM7-31_r36+.raw
Heart_Data
AM7 Positive
AM7-32_r12+.raw
Heart_Data
AM7 Positive
AM7-33_r28+.raw
Heart_Data
AM7 Positive
AM7-34_r41+.raw
Heart_Data
AM7 Positive
AM7-35_r33+.raw
Heart_Data
AM7 Positive
AM7-36_r55+.raw
Heart_Data
AM7 Positive
AM7-37_r39+.raw
Heart_Data
AM7 Positive
AM7-38_r56+.raw
Heart_Data
AM7 Positive
AM7-39_r43+.raw
Heart_Data
AM7 Positive
AM7-3_r2+.raw
Heart_Data
AM7 Positive
AM7-40_r21+.raw
Heart_Data
AM7 Positive
AM7-41_r50+.raw
Heart_Data
AM7 Positive
AM7-42_r38+.raw
Heart_Data
AM7 Positive
AM7-43_r13+.raw
Heart_Data
AM7 Positive
AM7-44_r3+.raw
Heart_Data
AM7 Positive
AM7-45_r27+.raw
Heart_Data
AM7 Positive
AM7-46_r19+.raw
Heart_Data
AM7 Positive
AM7-47_r47+.raw
Heart_Data
AM7 Positive
AM7-48_r49+.raw
Heart_Data
AM7 Positive
AM7-49_r23+.raw
Heart_Data
AM7 Positive
AM7-4_r14+.raw
Heart_Data
AM7 Positive
AM7-50_r53+.raw
Heart_Data
AM7 Positive
AM7-51_r57+.raw
Heart_Data
AM7 Positive
AM7-52_r58+.raw
Heart_Data
AM7 Positive
AM7-53_r11+.raw
Heart_Data
AM7 Positive
AM7-54_r40+.raw
Heart_Data
AM7 Positive
AM7-55_r26+.raw
Heart_Data
AM7 Positive
AM7-56_r48+.raw
Heart_Data
AM7 Positive
AM7-57_r16+.raw
Heart_Data
AM7 Positive
AM7-58_r7+.raw
Heart_Data
AM7 Positive
AM7-5_r31+.raw
Heart_Data
AM7 Positive
AM7-6_r10+.raw
Heart_Data
AM7 Positive
AM7-7_r5+.raw
Heart_Data
AM7 Positive
AM7-8_r54+.raw
Heart_Data
AM7 Positive
AM7-9_r20+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST002629
Initiating REDU-table generation for AN004301
Rest length is 89
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/89 [00:00<?, ?it/s]

Mapping potential matches:  40%|████      | 36/89 [00:00<00:00, 359.49it/s]

Mapping potential matches:  82%|████████▏ | 73/89 [00:00<00:00, 360.98it/s]
Mapping potential matches: 100%|██████████| 89/89 [00:00<00:00, 360.59it/s]

 11%|█         | 350/3150 [20:57<2:38:34,  3.40s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█         | 354/3150 [21:00<1:26:36,  1.86s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█▏        | 355/3150 [21:03<1:32:31,  1.99s/it]
 11%|█▏        | 356/3150 [21:03<1:17:20,  1.66s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001030
No raw data detected. Ignoring ST001030
Processing  ST000717
No raw data detected. Ignoring ST000717
Processing  ST002751
No raw data detected. Ignoring ST002751
Processing  ST001911
Initiating REDU-table generation for AN003108
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw Data Files
OB+BMJ_03.d
Raw Data Files
OB+BMJ_04.d
Raw Data Files
OB+BMJ_05.d
Raw Data Files
OB_07.d
Raw Data Files
OB_11.d
Raw Data Files
OB_12_A.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002441
Initiating REDU-table generation for AN003978
Rest length is 82
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Petriello MARCH-LCMS-Untargeted
MARCH_HHEAR_1.raw
Petriello MARCH-LCMS-Untargeted
MARCH_HHEAR_2.raw
Petriello MARCH-LCMS-Untargeted
MARCH_HHEAR_3.raw
Petriello MARCH-LCMS-Untargeted
MARCH_HHEAR_4.raw
Petriello MARCH-LCMS-Untargeted
MARCH_HHEAR_5.raw
Petriello MARCH-LCMS-Untargeted
MARCH_HHEAR_6.raw
Petriello MARCH-LCMS-Untargeted
MARCH_HHEAR_7.raw
Petriello MARCH-LCMS-Untargeted
MARCH_NIST_1.raw
Petriello MARCH-LCMS-Untargeted
MARCH_NIST_2.raw
Petriello MARCH-LCMS-Untargeted
MARCH_NIST_3.raw
Petriello MARCH-LCMS-Untargeted
MARCH_SP_1.raw
Petriello MARCH-LCMS-Untargeted
MARCH_SP_2.raw
Petriello MARCH-LCMS-Untargeted
MARCH_SP_3.raw
Petriello MARCH-LCMS-Untargeted
MARCH_SP_4.raw
Petriello MARCH-LCMS-Untargeted
MARCH_SP_5.raw
Petriello MARCH-LCMS-Untargeted
MARCH_SP_6.raw
Petriello MARCH-LCMS-Untargeted
MARCH_SP_7.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_1.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_10.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_11.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_12.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_13.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_14.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_15.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_16.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_17.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_18.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_19.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_2.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_20.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_21.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_22.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_23.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_24.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_25.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_26.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_27.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_28.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_29.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_3.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_30.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_31.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_32.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_33.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_34.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_35.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_36.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_37.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_38.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_39.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_4.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_40.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_41.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_42.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_43.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_44.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_45.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_46.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_47.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_48.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_49.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_5.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_50.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_51.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_52.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_53.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_54.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_55.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_56.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_57.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_58.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_59.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_6.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_60.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_61.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_62.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_63.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_64.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_65.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_7.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_8.raw
Petriello MARCH-LCMS-Untargeted
MARCH_S_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 82 rows!
Extracted information for 82 samples.
Processing  ST002706
Initiating REDU-table generation for AN004387
Did not receive valid mwTab json for AN004387!
Initiating REDU-table generation for AN004388
Did not receive valid mwTab json for AN004388!
Processing  ST002767
Initiating REDU-table generation for AN004503
Rest length is 783
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(227)-227-H10.3-21307_262.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(229)-229-D7.3-19420_211.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(230)-230-C7.3-21971_199.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(232)-232-C11.3-21760_203.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(234)-234-D9.3-21379_213.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(235)-235-E6.3-4103_222.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(236)-236-G6.3-16466_246.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(237)-237-G11.3-4076_251.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(238)-238-G1.3-11440_241.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(241)-241-H3.3-10555_255.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(242)-242-F8.3-21713_236.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(243)-243-H2.3-21966_254.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(245)-245-G10.3-7582_250.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(246)-246-D1.3-2298_205.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(248)-248-E9.3-12288_225.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(249)-249-D2.3-5939_206.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(250)-250-D5.3-4455_209.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(255)-255-E10.3-16729_226.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(256)-256-G7.3-5613_247.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(258)-258-F6.3-21552_234.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(259)-259-F1.3-6370_229.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(260)-260-E2.3-11198_218.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(261)-261-D3.3-5417_207.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(262)-262-D11.3-17417_215.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(263)-263-H5.3-11534_257.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(264)-264-F5.3-19726_233.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(265)-265-H1.3-17725_253.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(266)-266-E8.3-19165_224.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(267)-267-C8.3-8613_200.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(268)-268-D10.3-12118_214.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(269)-269-G5.3-6012_245.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(270)-270-H11.3-16836_263.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(272)-272-C10.3-9530_202.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(273)-273-D8.3-16508_212.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(274)-274-F10.3-19202_238.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(275)-275-F7.3-10317_235.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(276)-276-F4.3-17970_232.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(277)-277-F12.3-5291_240.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(278)-278-E4.3-16955_220.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(285)-285-E1.3-2137_217.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(289)-289-H6.3-3017_258.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(290)-290-E11.3-17327_227.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(291)-291-H9.3-10377_261.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(293)-293-G3.3-17571_243.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(294)-294-G8.3-19614_248.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(297)-297-E7.3-8324_223.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(298)-298-H8.3-17880_260.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(299)-299-F9.3-7187_237.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(300)-300-D12.3-3061_216.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(301)-301-E5.3-18908_221.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(302)-302-C9.3-21955_201.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(304)-304-G12.3-21561_252.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(305)-305-E3.3-19504_219.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(306)-306-G4.3-10798_244.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(307)-307-E12.3-8100_228.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(308)-308-F2.3-3185_230.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(315)-315-H7.3-8784_259.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(316)-316-F3.3-11049_231.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(317)-317-H12.3-19930_264.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(320)-320-F11.3-17343_239.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(321)-321-G9.3-10922_249.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(322)-322-G2.3-2567_242.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(323)-323-D4.3-17433_208.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(325)-325-D6.3-19702_210.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(326)-326-C12.3-21061_204.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 1-3(327)-327-H4.3-19574_256.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(10)-980-G5.10-11976_861.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(100)-1069-F12.10-16338_856.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(101)-1070-G11.10-11191_867.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(107)-1076-D7.10-21495_827.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(108)-1077-C11.10-17506_819.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(109)-1078-D12.10-10164_832.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(11)-981-F5.10-17671_849.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(110)-1079-B7.10-20853_803.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(115)-1084-C5.11-19089_901.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(116)-1085-F7.11-2836_939.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(117)-1086-C11.11-21931_907.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(118)-1087-F4.11-8176_936.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(119)-1088-B1.11-9987_885.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(12)-982-F6.10-1926_850.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(120)-1089-E5.11-16634_925.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(121)-1090-C3.11-20843_899.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(123)-1092-A10.11-18564_882.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(124)-1093-E10.11-11508_930.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(125)-1094-E7.11-8342_927.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(126)-1095-A12.11-3976_884.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(127)-1096-E1.11-21723_921.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(128)-1097-E4.11-8871_924.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(129)-1098-A9.11-2600_881.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(130)-1099-C8.11-3086_904.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(131)-1100-B3.11-21530_887.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(132)-1101-G10.11-21473_954.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(133)-1102-G7.11-16129_951.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(134)-1103-G12.11-15769_956.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(140)-1109-G8.11-19544_952.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(141)-1110-C1.11-19707_897.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(142)-1111-D7.11-17545_915.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(143)-1112-D10.11-19434_918.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(144)-1113-C2.11-2208_898.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(145)-1114-F12.11-3696_944.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(146)-1115-D9.11-17821_917.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(147)-1116-D2.11-17057_910.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(148)-1117-F10.11-5682_942.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(149)-1118-B7.11-21933_891.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(150)-1119-G6.11-2822_950.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(151)-1120-H7.11-8978_963.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(152)-1121-G1.11-21842_945.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(153)-1122-G9.11-7343_953.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(154)-1123-B4.11-6692_888.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(155)-1124-G2.11-5147_946.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(156)-1125-B11.11-20983_895.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(157)-1126-F8.11-17707_940.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(158)-1127-E2.11-10512_922.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(159)-1128-H6.11-19610_962.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(160)-1129-E8.11-8293_928.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(161)-1130-H4.11-4375_960.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(162)-1131-F9.11-17719_941.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(163)-1132-B12.11-9812_896.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(164)-1133-E12.11-6511_932.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(169)-1138-B10.11-2056_894.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(17)-987-B5.10-16599_801.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(170)-1139-H2.11-2262_958.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(171)-1140-H11.11-17773_967.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(172)-1141-F11.11-1983_943.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(173)-1142-H1.11-5477_957.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(174)-1143-B2.11-16234_886.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(175)-1144-D12.11-17902_920.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(176)-1145-G5.11-8095_949.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(177)-1146-C4.11-3120_900.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(178)-1147-G4.11-17760_948.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(179)-1148-H5.11-3115_961.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(18)-988-C2.10-17494_810.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(180)-1149-F6.11-8132_938.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(181)-1150-B9.11-16602_893.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(182)-1151-E3.11-17794_923.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(183)-1152-C6.11-11163_902.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(184)-1153-H10.11-17697_966.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(185)-1154-C9.11-19815_905.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(186)-1155-C10.11-11258_906.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(187)-1156-D8.11-17626_916.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(188)-1157-B8.11-5143_892.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(189)-1158-G3.11-9770_947.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(19)-989-H11.10-3646_879.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(190)-1159-E11.11-2140_931.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(191)-1160-B5.11-4582_889.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(192)-1161-H12.11-21935_968.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(193)-1162-F1.11-21873_933.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(198)-1167-C12.11-7049_908.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(199)-1168-G11.11-11699_955.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(20)-990-B2.10-2945_798.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(200)-1169-D1.11-8407_909.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(201)-1170-B6.11-2341_890.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(202)-1171-D4.11-3320_912.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(203)-1172-F2.11-5061_934.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(204)-1173-H9.11-16601_965.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(205)-1174-H8.11-16740_964.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(206)-1175-E9.11-16673_929.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(207)-1176-H3.11-17645_959.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(208)-1177-D11.11-16992_919.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(209)-1178-F5.11-20940_937.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(21)-991-G7.10-2366_863.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(210)-1179-D5.11-20018_913.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(211)-1180-F3.11-21383_935.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(212)-1181-D3.11-16796_911.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(213)-1182-D6.11-4561_914.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(214)-1183-A11.11-21594_883.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(215)-1184-C7.11-21479_903.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(22)-992-D3.10-17591_823.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(220)-1189-B11.12-6522_983.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(221)-1190-D1.12-6972_997.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(222)-1191-C9.12-16422_993.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(223)-1192-D6.12-20792_1002.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(224)-1193-C1.12-1927_985.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(225)-1194-C4.12-2385_988.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(226)-1195-E12.12-16605_1020.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(23)-993-C5.10-2332_813.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(232)-1201-B5.12-11509_977.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(233)-1202-B12.12-19714_984.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(234)-1203-B2.12-21656_974.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(235)-1204-D3.12-4423_999.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(236)-1205-B3.12-5169_975.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(237)-1206-D11.12-10628_1007.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(238)-1207-C12.12-4558_996.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(239)-1208-B7.12-10491_979.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(24)-994-E6.10-9908_838.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(240)-1209-B10.12-17704_982.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(241)-1210-E3.12-9365_1011.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(243)-1212-D9.12-3877_1005.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(244)-1213-A11.12-4000_971.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(245)-1214-C2.12-19752_986.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(246)-1215-B4.12-20950_976.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(247)-1216-D7.12-8876_1003.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(248)-1217-F1.12-11816_1021.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(249)-1218-C7.12-2853_991.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(25)-995-C6.10-3110_814.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(250)-1219-E10.12-16983_1018.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(251)-1220-A9.12-3668_969.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(252)-1221-D8.12-6525_1004.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(253)-1222-B1.12-9900_973.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(254)-1223-E1.12-7482_1009.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(256)-1225-C6.12-19500_990.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(26)-996-H9.10-19605_877.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(261)-1230-F4.12-17399_1024.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(262)-1231-B9.12-6954_981.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(263)-1232-E8.12-5059_1016.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(264)-1233-E9.12-8785_1017.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(265)-1234-C5.12-8831_989.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(266)-1235-D10.12-1874_1006.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(267)-1236-B6.12-20972_978.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(268)-1237-A10.12-18441_970.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(269)-1238-E7.12-3770_1015.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(27)-997-C9.10-21872_817.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(270)-1239-D12.12-1905_1008.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(273)-1242-C10.12-20867_994.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(274)-1243-F2.12-19278_1022.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(275)-1244-E11.12-10498_1019.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(276)-1245-C3.12-11897_987.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(278)-1247-E2.12-11918_1010.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(279)-1248-D2.12-20904_998.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(28)-998-E8.10-8388_840.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(280)-1249-A12.12-2057_972.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(282)-1251-B8.12-20946_980.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(283)-1252-C11.12-6104_995.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(284)-1253-D4.12-2254_1000.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(285)-1254-C8.12-18625_992.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(29)-999-D4.10-11959_824.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(30)-1000-F11.10-2413_855.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(31)-1001-E7.10-21073_839.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(32)-1002-D1.10-16430_821.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(33)-1003-H4.10-7861_872.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(34)-1004-A10.10-11162_794.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(35)-1005-H6.10-5992_874.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(36)-1006-B4.10-3348_800.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(37)-1007-G8.10-3983_864.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(38)-1008-H5.10-21889_873.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(39)-1009-F4.10-2530_848.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(40)-1010-B8.10-6228_804.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(41)-1011-F9.10-6719_853.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(47)-1017-D11.10-10032_831.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(48)-1018-G1.10-19632_857.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(49)-1019-B9.10-20923_805.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(5)-975-G9.10-20016_865.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(50)-1020-B11.10-21032_807.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(51)-1021-D6.10-9218_826.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(52)-1022-C1.10-17390_809.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(53)-1023-B6.10-6120_802.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(54)-1024-E2.10-18712_834.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(55)-1025-F8.10-5271_852.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(56)-1026-E4.10-6799_836.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(57)-1027-C10.10-5311_818.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(58)-1028-G10.10-11036_866.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(59)-1029-F2.10-3451_846.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(6)-976-G3.10-2131_859.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(60)-1030-B12.10-8572_808.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(61)-1031-C8.10-4172_816.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(62)-1032-B10.10-5376_806.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(63)-1033-F3.10-17536_847.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(64)-1034-D9.10-3516_829.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(65)-1035-F7.10-2907_851.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(66)-1036-B1.10-2800_797.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(67)-1037-A11.10-20900_795.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(68)-1038-H10.10-9588_878.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(69)-1039-A9.10-16750_793.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(7)-977-E3.10-21117_835.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(70)-1040-H2.10-2306_870.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(71)-1041-H8.10-3549_876.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(76)-1046-E10.10-17628_842.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(77)-1047-B3.10-19799_799.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(78)-1048-G6.10-10419_862.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(79)-1049-E9.10-17542_841.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(8)-978-D5.10-10853_825.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(80)-1050-E11.10-2663_843.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(82)-1051-H3.10-19380_871.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(83)-1052-D10.10-17838_830.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(84)-1053-G4.10-3260_860.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(85)-1054-H1.10-19772_869.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(86)-1055-A12.10-17837_796.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(87)-1056-H12.10-10597_880.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(88)-1057-H7.10-5893_875.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(89)-1058-C3.10-21063_811.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(9)-979-C7.10-21705_815.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(90)-1059-E1.10-17319_833.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(91)-1060-D8.10-16381_828.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(92)-1061-F1.10-19646_845.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(93)-1062-C12.10-8579_820.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(94)-1063-G2.10-8244_858.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(95)-1064-F10.10-19206_854.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(96)-1065-E12.10-3524_844.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(97)-1066-C4.10-8482_812.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(98)-1067-D2.10-2317_822.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 10-12(99)-1068-G12.10-17188_868.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(10)-337-F1.4-16823_317.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(100)-426-E8.4-8642_312.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(101)-427-C9.4-20531_289.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(102)-428-F8.4-16939_324.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(103)-429-H4.4-19177_344.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(104)-430-H3.4-8900_343.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(109)-435-B8.4-7254_276.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(11)-338-F4.4-10691_320.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(110)-436-A12.4-19494_268.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(116)-442-F6.5-2953_410.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(117)-443-H3.5-2632_431.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(118)-444-G9.5-20733_425.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(119)-445-E8.5-2451_400.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(12)-339-H5.4-9142_345.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(120)-446-C6.5-17482_374.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(121)-447-C11.5-20809_379.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(122)-448-E6.5-9781_398.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(123)-449-B1.5-20661_357.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(124)-450-A10.5-10200_354.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(125)-451-F3.5-21035_407.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(126)-452-E12.5-2110_404.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(127)-453-B3.5-17401_359.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(13)-340-B3.4-6633_271.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(131)-457-G3.5-8651_419.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(132)-458-C9.5-2233_377.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(133)-459-G10.5-2200_426.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(134)-460-E1.5-16533_393.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(135)-461-G11.5-2379_427.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(136)-462-F2.5-7427_406.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(137)-463-H1.5-18419_429.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(14)-341-G9.4-11227_337.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(143)-469-G12.5-10701_428.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(144)-470-C1.5-21045_369.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(145)-471-C2.5-21715_370.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(146)-472-F10.5-8452_414.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(147)-473-G7.5-4535_423.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(148)-474-F5.5-3138_409.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(149)-475-F4.5-9925_408.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(15)-342-H6.4-18697_346.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(150)-476-D1.5-6076_381.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(151)-477-C5.5-12099_373.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(152)-478-D6.5-5550_386.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(153)-479-E10.5-5258_402.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(154)-480-C8.5-7788_376.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(155)-481-E3.5-1990_395.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(156)-482-E11.5-2284_403.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(160)-486-B8.5-21338_364.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(161)-487-D10.5-7527_390.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(162)-488-C10.5-6105_378.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(163)-489-A12.5-21636_356.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(164)-490-F8.5-6677_412.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(165)-491-D3.5-19283_383.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(166)-492-H6.5-6663_434.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(167)-493-D2.5-3921_382.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(172)-498-B7.5-5362_363.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(173)-499-E4.5-7995_396.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(174)-500-E7.5-21318_399.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(175)-501-D8.5-3748_388.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(176)-502-E5.5-19343_397.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(177)-503-F1.5-20926_405.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(178)-504-H4.5-9793_432.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(179)-505-E9.5-20907_401.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(180)-506-H10.5-17884_438.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(181)-507-D5.5-16871_385.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(182)-508-H7.5-21076_435.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(183)-509-C4.5-21927_372.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(184)-510-B4.5-7944_360.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(185)-511-C3.5-18560_371.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(189)-515-D7.5-3184_387.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(190)-516-H12.5-7274_440.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(191)-517-H9.5-2422_437.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(192)-518-G6.5-21826_422.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(193)-519-H8.5-8812_436.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(194)-520-G2.5-17926_418.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(195)-521-D4.5-16893_384.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(196)-522-H2.5-16324_430.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(20)-347-F11.4-2886_327.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(201)-527-G1.5-3151_417.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(202)-528-B10.5-21528_366.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(203)-529-A11.5-17498_355.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(204)-530-E2.5-4216_394.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(205)-531-F9.5-21066_413.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(206)-532-F12.5-15848_416.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(207)-533-F11.5-20669_415.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(208)-534-B2.5-7113_358.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(209)-535-B9.5-9473_365.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(21)-348-F2.4-2319_318.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(210)-536-B11.5-12196_367.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(211)-537-B6.5-21040_362.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(212)-538-G5.5-16401_421.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(213)-539-D12.5-7356_392.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(214)-540-B5.5-7199_361.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(215)-541-A9.5-7273_353.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(22)-349-F3.4-19645_319.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(221)-547-H12.6-7457_528.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(224)-550-H2.6-20047_518.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(225)-551-G7.6-17403_511.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(226)-552-G5.6-20986_509.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(227)-553-D12.6-7516_480.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(228)-554-C6.6-17155_462.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(229)-555-F4.6-3011_496.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(23)-350-E5.4-16727_309.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(235)-561-B2.6-16312_446.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(236)-562-F5.6-21725_497.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(237)-563-B10.6-19526_454.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(238)-564-H10.6-16710_526.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(239)-565-E10.6-11591_490.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(24)-351-C3.4-4531_283.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(240)-566-C2.6-17272_458.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(241)-567-G4.6-5752_508.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(242)-568-E1.6-19944_481.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(243)-569-H1.6-16772_517.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(244)-570-G12.6-4293_516.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(245)-571-D4.6-5668_472.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(246)-572-F10.6-8698_502.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(247)-573-B11.6-19723_455.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(248)-574-G1.6-21008_505.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(25)-352-G8.4-21837_336.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(252)-578-C12.6-6740_468.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(253)-579-D10.6-10358_478.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(254)-580-B3.6-19558_447.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(255)-581-C3.6-4339_459.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(256)-582-G2.6-11156_506.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(257)-583-G10.6-9932_514.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(258)-584-B9.6-10020_453.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(259)-585-A9.6-21120_441.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(26)-353-C10.4-4376_290.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(264)-590-E7.6-2180_487.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(265)-591-G8.6-15973_512.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(266)-592-B12.6-11005_456.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(267)-593-H8.6-11246_524.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(268)-594-C9.6-1890_465.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(269)-595-F11.6-19047_503.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(27)-354-B11.4-19464_279.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(270)-596-E3.6-4362_483.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(271)-597-F3.6-21684_495.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(272)-598-C10.6-11693_466.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(273)-599-B1.6-10220_445.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(274)-600-A10.6-12403_442.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(275)-601-G11.6-16706_515.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(276)-602-F7.6-21756_499.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(277)-603-A12.6-5681_444.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(28)-355-C7.4-21050_287.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(281)-607-C1.6-17741_457.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(282)-608-E4.6-9201_484.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(283)-609-B5.6-5079_449.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(284)-610-G6.6-10713_510.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(285)-611-D7.6-9905_475.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(286)-612-E6.6-20760_486.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(287)-613-D6.6-16628_474.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(288)-614-B6.6-6095_450.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(29)-356-B12.4-9941_280.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(293)-619-C11.6-1856_467.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(294)-620-F12.6-3827_504.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(295)-621-H7.6-22034_523.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(296)-622-B7.6-20046_451.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(297)-623-C4.6-4215_460.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(298)-624-H3.6-5821_519.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(299)-625-B4.6-8879_448.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(30)-357-B5.4-16616_273.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(300)-626-E5.6-21951_485.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(301)-627-F6.6-6761_498.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(302)-628-F2.6-5281_494.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(303)-629-E8.6-3140_488.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(304)-630-H4.6-8097_520.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(305)-631-H5.6-16329_521.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(306)-632-C7.6-21317_463.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(307)-633-G9.6-21823_513.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(31)-358-C6.4-16587_286.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(311)-637-C5.6-11634_461.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(312)-638-G3.6-21785_507.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(313)-639-C8.6-3069_464.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(314)-640-B8.6-8355_452.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(316)-642-D5.6-8653_473.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(317)-643-D8.6-18875_476.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(32)-359-C12.4-7723_292.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(323)-649-F9.6-4245_501.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(324)-650-D3.6-11382_471.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(325)-651-D1.6-19465_469.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(33)-360-B7.4-19639_275.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(34)-361-C1.4-16997_281.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(38)-365-H7.4-7118_347.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(39)-366-G3.4-16934_331.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(40)-367-B9.4-18887_277.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(41)-368-B2.4-11326_270.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(42)-369-G2.4-16177_330.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(43)-370-D7.4-18638_299.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(44)-371-H10.4-6007_350.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(5)-332-E11.4-17438_315.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(51)-377-G6.4-8261_334.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(52)-378-D4.4-4143_296.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(53)-379-E9.4-22049_313.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(54)-380-D1.4-21797_293.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(55)-381-C2.4-8083_282.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(56)-382-F6.4-3059_322.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(57)-383-F10.4-16456_326.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(58)-384-H1.4-9565_341.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(59)-385-G1.4-17443_329.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(60)-386-F5.4-4011_321.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(61)-387-E3.4-17316_307.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(62)-388-H12.4-8384_352.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(63)-389-B4.4-19756_272.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(64)-390-H2.4-21917_342.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(68)-394-G4.4-4344_332.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(69)-395-C8.4-20637_288.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(70)-396-E12.4-6225_316.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(71)-397-C5.4-10995_285.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(72)-398-G11.4-4416_339.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(73)-399-D5.4-21007_297.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(74)-400-B6.4-7959_274.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(75)-401-A11.4-7536_267.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(80)-406-D11.4-21663_303.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(81)-407-C11.4-21546_291.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(82)-408-E2.4-17509_306.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(83)-409-D2.4-2981_294.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(84)-410-A10.4-21895_266.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(85)-411-D3.4-19858_295.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(86)-412-G7.4-10109_335.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(87)-413-E6.4-10107_310.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(88)-414-D9.4-7253_301.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(89)-415-E7.4-17248_311.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(9)-336-E4.4-17135_308.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(90)-416-G10.4-17158_338.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(91)-417-C4.4-17154_284.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(92)-418-D12.4-2739_304.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(93)-419-G5.4-10790_333.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(97)-423-B1.4-21072_269.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(98)-424-E10.4-8013_314.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 4-6(99)-425-F9.4-9224_325.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(10)-661-C10.7-21537_554.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(100)-751-H5.7-16653_609.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(101)-752-B2.7-17680_534.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(102)-753-B6.7-19850_538.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(103)-754-F4.7-8800_584.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(104)-755-F5.7-17354_585.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(105)-756-G11.7-20949_603.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(11)-662-F9.7-20870_589.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(110)-761-F9.8-9317_677.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(111)-762-E5.8-7234_661.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(112)-763-B10.8-16835_630.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(113)-764-B12.8-19050_632.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(114)-765-F1.8-4933_669.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(115)-766-F11.8-6848_679.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(116)-767-G10.8-3243_690.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(117)-768-H7.8-8820_699.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(118)-769-E1.8-16797_657.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(12)-663-F12.7-9295_592.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(123)-774-D10.8-22015_654.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(124)-775-H11.8-11797_703.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(125)-776-G8.8-17161_688.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(126)-777-E12.8-17221_668.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(127)-778-B11.8-18678_631.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(128)-779-C4.8-18981_636.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(129)-780-B8.8-3582_628.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(13)-664-D9.7-16736_565.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(130)-781-G4.8-8961_684.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(131)-782-F3.8-3954_671.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(132)-783-C11.8-6770_643.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(133)-784-D9.8-7685_653.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(134)-785-C3.8-5962_635.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(135)-786-H6.8-21047_698.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(136)-787-F6.8-19600_674.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(137)-788-C1.8-11530_633.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(138)-789-E10.8-21812_666.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(139)-790-B5.8-5371_625.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(14)-665-G8.7-5656_600.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(140)-791-F12.8-21690_680.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(141)-792-G9.8-3650_689.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(142)-793-C9.8-10913_641.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(143)-794-A11.8-3349_619.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(144)-795-E9.8-6324_665.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(145)-796-F10.8-19579_678.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(146)-797-H9.8-3993_701.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(147)-798-C6.8-19770_638.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(15)-666-G12.7-8025_604.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(152)-803-D5.8-4932_649.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(153)-804-C2.8-17105_634.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(154)-805-G11.8-3996_691.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(155)-806-C7.8-2640_639.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(156)-807-H8.8-21511_700.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(157)-808-G7.8-3266_687.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(158)-809-E8.8-7338_664.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(159)-810-G2.8-17116_682.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(16)-667-A10.7-15993_530.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(160)-811-E2.8-19210_658.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(161)-812-C10.8-16582_642.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(162)-813-H2.8-18778_694.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(163)-814-G6.8-18865_686.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(164)-815-G1.8-2245_681.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(165)-816-G3.8-11988_683.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(166)-817-A9.8-7128_617.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(167)-818-C12.8-18689_644.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(168)-819-G12.8-16917_692.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(169)-820-G5.8-16831_685.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(17)-668-C11.7-17084_555.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(170)-821-B6.8-17308_626.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(171)-822-D1.8-9811_645.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(172)-823-F7.8-18684_675.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(173)-824-E7.8-10676_663.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(174)-825-F8.8-16904_676.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(175)-826-D2.8-7142_646.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(176)-827-F4.8-19126_672.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(18)-669-E7.7-16970_575.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(182)-833-H4.8-19429_696.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(183)-834-B9.8-1967_629.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(184)-835-E6.8-11753_662.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(185)-836-E3.8-18803_659.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(186)-837-B3.8-4004_623.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(187)-838-B7.8-8946_627.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(188)-839-D8.8-21786_652.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(189)-840-F2.8-21706_670.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(19)-670-C9.7-4079_553.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(190)-841-H5.8-11942_697.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(191)-842-B4.8-19205_624.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(192)-843-E4.8-3224_660.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(193)-844-D11.8-9124_655.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(194)-845-H3.8-17022_695.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(195)-846-C8.8-2299_640.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(196)-847-D12.8-4674_656.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(197)-848-B2.8-21587_622.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(198)-849-D4.8-17969_648.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(199)-850-F5.8-16681_673.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(20)-671-G3.7-2802_595.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(200)-851-D6.8-2881_650.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(201)-852-H10.8-21898_702.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(202)-853-D3.8-4846_647.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(203)-854-B1.8-16764_621.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(204)-855-E11.8-6531_667.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(205)-856-H12.8-21004_704.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(206)-857-A12.8-21443_620.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(21)-672-G2.7-16424_594.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(211)-862-D7.8-9061_651.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(212)-863-H1.8-10267_693.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(213)-864-A10.8-21543_618.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(214)-865-C5.8-8005_637.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(219)-870-G1.9-5206_769.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(22)-673-B7.7-8614_539.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(220)-871-B3.9-3611_711.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(221)-872-D8.9-16993_740.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(222)-873-H8.9-7048_788.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(223)-874-H11.9-3566_791.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(224)-875-C3.9-16561_723.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(225)-876-C8.9-19315_728.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(226)-877-B9.9-5225_717.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(227)-878-G4.9-21373_772.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(228)-879-C10.9-19438_730.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(229)-880-A12.9-6989_708.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(23)-674-H3.7-6597_607.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(230)-881-H3.9-6865_783.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(231)-882-A9.9-7032_705.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(232)-883-C6.9-18882_726.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(233)-884-B1.9-5053_709.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(234)-885-E7.9-4823_751.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(235)-886-H5.9-19407_785.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(236)-887-F4.9-21647_760.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(237)-888-E8.9-17249_752.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(238)-889-B7.9-9507_715.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(239)-890-F1.9-9016_757.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(24)-675-H9.7-16930_613.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(244)-895-F6.9-8237_762.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(245)-896-G3.9-7425_771.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(246)-897-B5.9-2568_713.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(247)-898-E9.9-7691_753.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(248)-899-E6.9-2258_750.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(249)-900-F10.9-5666_766.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(25)-676-B11.7-3345_543.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(250)-901-C5.9-7710_725.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(251)-902-F3.9-7591_759.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(252)-903-D3.9-8894_735.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(253)-904-E11.9-4130_755.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(254)-905-F9.9-8920_765.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(255)-906-G9.9-11409_777.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(256)-907-H6.9-5697_786.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(257)-908-A11.9-8534_707.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(258)-909-H12.9-4402_792.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(259)-910-E12.9-9731_756.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(26)-677-D7.7-4100_563.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(260)-911-H2.9-17060_782.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(261)-912-D5.9-16431_737.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(262)-913-H1.9-5149_781.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(263)-914-C2.9-19926_722.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(264)-915-F7.9-6902_763.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(265)-916-E4.9-20953_748.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(266)-917-G2.9-6854_770.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(267)-918-C12.9-17113_732.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(268)-919-C4.9-19232_724.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(274)-925-D11.9-11468_743.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(275)-926-D7.9-5192_739.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(276)-927-B6.9-8911_714.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(277)-928-D2.9-7406_734.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(278)-929-F8.9-11883_764.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(279)-930-F12.9-21000_768.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(280)-931-C11.9-5611_731.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(281)-932-B4.9-19458_712.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(282)-933-E10.9-7745_754.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(283)-934-E5.9-10400_749.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(284)-935-E3.9-5070_747.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(285)-936-F2.9-21970_758.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(286)-937-G12.9-20807_780.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(287)-938-A10.9-18995_706.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(288)-939-D12.9-17523_744.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(289)-940-D10.9-21654_742.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(290)-941-F11.9-8693_767.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(291)-942-F5.9-3964_761.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(292)-943-D9.9-16991_741.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(293)-944-B8.9-18867_716.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(294)-945-G10.9-17299_778.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(295)-946-B11.9-5203_719.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(296)-947-C1.9-11368_721.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(297)-948-H10.9-2224_790.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(298)-949-C9.9-4354_729.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(303)-954-B2.9-21829_710.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(304)-955-E1.9-4118_745.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(305)-956-D6.9-7041_738.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(306)-957-G6.9-21737_774.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(307)-958-H9.9-10219_789.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(308)-959-D1.9-10524_733.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(309)-960-G11.9-9854_779.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(31)-682-D3.7-17215_559.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(310)-961-C7.9-5854_727.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(311)-962-H7.9-19013_787.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(312)-963-B10.9-18874_718.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(313)-964-G5.9-16215_773.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(314)-965-D4.9-18252_736.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(315)-966-H4.9-4106_784.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(316)-967-G8.9-19881_776.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(317)-968-E2.9-21407_746.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(318)-969-B12.9-21729_720.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(32)-683-H12.7-10990_616.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(33)-684-C12.7-21012_556.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(34)-685-D6.7-21868_562.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(35)-686-G5.7-20769_597.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(36)-687-F1.7-6400_581.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(37)-688-C3.7-3213_547.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(38)-689-F8.7-9305_588.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(39)-690-H10.7-5822_614.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(40)-691-E8.7-21424_576.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(41)-692-D8.7-18738_564.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█▏        | 357/3150 [21:12<2:32:35,  3.28s/it]
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(42)-693-G9.7-20975_601.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(43)-694-A12.7-18596_532.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(44)-695-F11.7-21718_591.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(45)-696-E5.7-12090_573.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(46)-697-E2.7-19251_570.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(47)-698-H7.7-19697_611.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(48)-699-C5.7-17840_549.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(49)-700-B8.7-3450_540.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(5)-656-F7.7-17411_587.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(50)-701-E1.7-9294_569.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(51)-702-B4.7-2917_536.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(52)-703-C6.7-21644_550.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(53)-704-E11.7-20715_579.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(54)-705-F2.7-8395_582.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(55)-706-E10.7-16429_578.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(6)-657-A11.7-10545_531.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(60)-711-E9.7-8442_577.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(61)-712-F3.7-2432_583.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(62)-713-H11.7-17759_615.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(63)-714-B10.7-17212_542.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(64)-715-E6.7-17658_574.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(65)-716-G7.7-21704_599.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(66)-717-D1.7-8284_557.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(67)-718-E3.7-3085_571.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(68)-719-C4.7-2158_548.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(69)-720-G1.7-18543_593.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(7)-658-D2.7-20943_558.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(70)-721-A9.7-3681_529.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(71)-722-G4.7-18563_596.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(72)-723-E12.7-11725_580.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(73)-724-B5.7-4691_537.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(74)-725-C2.7-3414_546.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(75)-726-C7.7-18574_551.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(76)-727-B12.7-8650_544.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(77)-728-H2.7-11223_606.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(78)-729-D5.7-9789_561.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(79)-730-H6.7-6415_610.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(8)-659-B1.7-2264_533.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(80)-731-D11.7-12120_567.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(81)-732-D12.7-21943_568.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(82)-733-H8.7-4186_612.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(83)-734-H1.7-17540_605.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(84)-735-F10.7-3561_590.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(9)-660-D10.7-2331_566.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(90)-741-F6.7-7003_586.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(91)-742-B3.7-2051_535.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(92)-743-H4.7-10630_608.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(93)-744-G6.7-7024_598.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(94)-745-D4.7-16708_560.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(95)-746-B9.7-10749_541.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(96)-747-C1.7-5508_545.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(97)-748-G10.7-7753_602.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(98)-749-C8.7-21765_552.mzML
mx468564 raw data
Unpacked_From_MX468564 Lipkin Oxy Plates 7-9(99)-750-E4.7-20952_572.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 783 rows!
Extracted information for 783 samples.
Processing  ST000833
No raw data detected. Ignoring ST000833
Processing  ST000220
No raw data detected. Ignoring ST000220
Processing  ST002012
Initiating REDU-table generation for AN003286
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
593038 Wu raw files
210707cEMsa01_3.cdf
593038 Wu raw files
210707cEMsa02_3.cdf
593038 Wu raw files
210707cEMsa03_3.cdf
593038 Wu raw files
210707cEMsa04_3.cdf
593038 Wu raw files
210707cEMsa05_2.cdf
593038 Wu raw files
210707cEMsa06_3.cdf
593038 Wu raw files
210707cEMsa07_4.cdf
593038 Wu raw files
210707cEMsa08_3.cdf
593038 Wu raw files
210707cEMsa09_3.cdf
593038 Wu raw files
210707cEMsa10_3.cdf
593038 Wu raw files
210707cEMsa11_3.cdf
593038 Wu raw files
210707cEMsa12_3.cdf
593038 Wu raw files
210707cEMsa13_3.cdf
593038 Wu raw files
210707cEMsa14_2.cdf
593038 Wu raw files
210707cEMsa15_3.cdf
593038 Wu raw files
210707cEMsa16_3.cdf
593038 Wu raw files
210707cEMsa17_2.cdf
593038 Wu raw files
210707cEMsa18_2.cdf
593038 Wu raw files
210707cEMsa19_3.cdf
593038 Wu raw files
210707cEMsa20_2.cdf
593038 Wu raw files
210707cEMsa21_2.cdf
593038 Wu raw files
210707cEMsa22_2.cdf
593038 Wu raw files
210707cEMsa23_2.cdf
593038 Wu raw files
210707cEMsa24_3.cdf
593038 Wu raw files
210707cEMsa25_2.cdf
593038 Wu raw files
210707cEMsa26_3.cdf
593038 Wu raw files
210707cEMsa27_2.cdf
593038 Wu raw files
210707cEMsa28_2.cdf
593038 Wu raw files
210707cEMsa29_3.cdf
593038 Wu raw files
210707cEMsa30_2.cdf
593038 Wu raw files
210707cEMsa31_2.cdf
593038 Wu raw files
210707cEMsa32_3.cdf
593038 Wu raw files
210707cEMsa33_2.cdf
593038 Wu raw files
210707cEMsa34_2.cdf
593038 Wu raw files
210707cEMsa35_2.cdf
593038 Wu raw files
210707cEMsa36_2.cdf
593038 Wu raw files
210707cEMsa37_3.cdf
593038 Wu raw files
210707cEMsa38_2.cdf
593038 Wu raw files
210707cEMsa39_3.cdf
593038 Wu raw files
210707cEMsa40_3.cdf
593038 Wu raw files
210707cEMsa41_2.cdf
593038 Wu raw files
210707cEMsa42_3.cdf
593038 Wu raw files
210707cEMsa43_2.cdf
593038 Wu raw files
210707cEMsa44_2.cdf
593038 Wu raw files
210707cEMsa45_3.cdf
593038 Wu raw files
210707cEMsa46_1.cdf
593038 Wu raw files
210707cEMsa47_3.cdf
593038 Wu raw files
210707cEMsa48_2.cdf
593038 Wu raw files
210707cEMsa49_2.cdf
593038 Wu raw files
210707cEMsa50_2.cdf
593038 Wu raw files
210708cEMsa01_2.cdf
593038 Wu raw files
210708cEMsa02_3.cdf
593038 Wu raw files
210708cEMsa03_3.cdf
593038 Wu raw files
210708cEMsa04_1.cdf
593038 Wu raw files
210708cEMsa05_1.cdf
593038 Wu raw files
210708cEMsa06_2.cdf
593038 Wu raw files
210708cEMsa07_1.cdf
593038 Wu raw files
210708cEMsa08_1.cdf
593038 Wu raw files
210708cEMsa09_3.cdf
593038 Wu raw files
210708cEMsa10_1.cdf
593038 Wu raw files
210708cEMsa11_2.cdf
593038 Wu raw files
210708cEMsa12_1.cdf
593038 Wu raw files
210708cEMsa13_2.cdf
593038 Wu raw files
210708cEMsa14_3.cdf
593038 Wu raw files
210708cEMsa15_3.cdf
593038 Wu raw files
210708cEMsa16_1.cdf
593038 Wu raw files
210708cEMsa17_3.cdf
593038 Wu raw files
210708cEMsa18_3.cdf
593038 Wu raw files/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 11%|█▏        | 360/3150 [21:15<1:39:16,  2.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 12%|█▏        | 363/3150 [21:17<1:13:28,  1.58s/it]
210708cEMsa19_2.cdf
593038 Wu raw files
210708cEMsa20_1.cdf
593038 Wu raw files
210708cEMsa21_1.cdf
593038 Wu raw files
210708cEMsa22_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST000746
No raw data detected. Ignoring ST000746
Processing  ST000952
No raw data detected. Ignoring ST000952
Processing  ST003191
Initiating REDU-table generation for AN005239
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MCF001881_IP01.mzML
MCF001881_IP02.mzML
MCF001881_IP03.mzML
MCF001881_IP04.mzML
MCF001881_IP05.mzML
MCF001881_IP06.mzML
MCF001881_IP07.mzML
MCF001881_IP08.mzML
MCF001881_IP09.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST000087
Initiating REDU-table generation for AN000139
Rest length is 79
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/79 [00:00<?, ?it/s]

Mapping potential matches:  28%|██▊       | 22/79 [00:00<00:00, 214.07it/s]

Mapping potential matches:  56%|█████▌    | 44/79 [00:00<00:00, 212.99it/s]

Mapping potential matches:  84%|████████▎ | 66/79 [00:00<00:00, 212.76it/s]
Mapping potential matches: 100%|██████████| 79/79 [00:00<00:00, 212.66it/s]

 12%|█▏        | 364/3150 [21:18<1:08:09,  1.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 12%|█▏        | 365/3150 [21:21<1:19:00,  1.70s/it]
 12%|█▏        | 368/3150 [21:21<44:33,  1.04it/s]  
 12%|█▏        | 372/3150 [21:21<24:59,  1.85it/s]
 12%|█▏        | 375/3150 [21:21<17:14,  2.68it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 12%|█▏        | 377/3150 [21:24<28:53,  1.60it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002010
Initiating REDU-table generation for AN003276
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Blank_1.raw
Blank_2.raw
Blank_3.raw
CaOV3_CBPR_1.raw
CaOV3_CBPR_2.raw
CaOV3_CBPR_3.raw
CaOV3_Parent_1.raw
CaOV3_Parent_2.raw
CaOV3_Parent_3.raw
DMEM_IST_1.raw
DMEM_IST_2.raw
OVCAR5_CBPR_1.raw
OVCAR5_CBPR_2.raw
OVCAR5_CBPR_3.raw
OVCAR5_Parent_1.raw
OVCAR5_Parent_2.raw
OVCAR5_Parent_3.raw
QC_ov_1.raw
QC_ov_2.raw
QC_ov_3.raw
RPMI_IST_1.raw
RPMI_IST_2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST000413
No raw data detected. Ignoring ST000413
Processing  ST002257
No raw data detected. Ignoring ST002257
Processing  ST000393
No raw data detected. Ignoring ST000393
Processing  ST002087
No raw data detected. Ignoring ST002087
Processing  ST000465
No raw data detected. Ignoring ST000465
Processing  ST000696
No raw data detected. Ignoring ST000696
Processing  ST000829
No raw data detected. Ignoring ST000829
Processing  ST000211
No raw data detected. Ignoring ST000211
Processing  ST000586
No raw data detected. Ignoring ST000586
Processing  ST000672
No raw data detected. Ignoring ST000672
Processing  ST001659
No raw data detected. Ignoring ST001659
Processing  ST003166
Initiating REDU-table generation for AN005194
Rest length is 8
raw file key found.
Initiating REDU-table generation for AN005195
Rest length is 8
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Mouse 19bbz_4769
Negative
1.raw
Mouse 19bbz_4769
Negative
2.raw
Mouse 19bbz_4769
Negative
3.raw
Mouse 19bbz_4769
Negative
4.raw
Mouse 19bbz_4769
Negative
5.raw
Mouse 19bbz_4769
Negative
6.raw
Mouse 19bbz_4769
Negative
7.raw
Mouse 19bbz_4769
Negative
8.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST001420
No raw data detected. Ignoring ST001420
Processing  ST001941
No raw data detected. Ignoring ST001941
Processing  ST000920
No raw data detected. Ignoring ST000920
Processing  ST003430
Initiating REDU-table generation for AN005633
Rest length is 49
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 455.16it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005634
Rest length is 49
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 462.34it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 12%|█▏        | 381/3150 [21:28<36:54,  1.25it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230304 Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-Blank (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 0 nM cells (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 0 nM cells (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 0 nM cells.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 0 nM med (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 0 nM med (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 0 nM med.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 10 nM cells (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 10 nM cells (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 10 nM cells.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 10 nM med (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 10 nM med (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 10 nM med.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 1000 nM cells (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 1000 nM cells (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 1000 nM cells.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 1000 nM med (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 1000 nM med (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 1000 nM med.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 200 nM cells (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 200 nM cells (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 200 nM cells.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 200 nM med (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 200 nM med (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 200 nM med.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 50 nM cells (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 50 nM cells (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 50 nM cells.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 50 nM med (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 50 nM med (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 50 nM med.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 500 nM cells (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 500 nM cells (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 500 nM cells.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 500 nM med (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 500 nM med (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 500 nM med.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 5000 nM cells (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 5000 nM cells (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 5000 nM cells.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 5000 nM med (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 5000 nM med (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-BT-474 GSK214069 5000 nM med.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-Blank.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-Bottle medium (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-Bottle medium (3).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-Bottle medium.mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-DMEM_F12 no adds (2).mzML
Dima BT-474 GSK mzML
20230304 Dima BT-474 GSK-DMEM_F12 no adds.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 49 rows!
Extracted information for 49 samples.
Processing  ST002730
Initiating REDU-table generation for AN004427
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 12336.19it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 12%|█▏        | 382/3150 [21:30<46:12,  1.00s/it]
 12%|█▏        | 383/3150 [21:31<39:54,  1.16it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 12%|█▏        | 386/3150 [21:34<47:36,  1.03s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Rouba Solid Media 5-02-4799.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST001216
No raw data detected. Ignoring ST001216
Processing  ST002295
No raw data detected. Ignoring ST002295
Processing  ST001465
No raw data detected. Ignoring ST001465
Processing  ST003081
Initiating REDU-table generation for AN005039
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP963.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP964.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP965.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP966.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP967.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP968.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP969.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP970.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP971.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP972.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP973_pool1xa.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP973_pool1xb.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP973_pool1xc.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP974_pool03x.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP975_pool01xa.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP975_pool01xb.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_blank1.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_blank2.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_blank3.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_blank4.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_blank5.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_blank6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST002735
Initiating REDU-table generation for AN004434
Rest length is 40
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  78%|███████▊  | 31/40 [00:00<00:00, 304.11it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 303.37it/s]analyzing contradictions,..
resolving contradictions,..
An error occurred in MWB_to_REDU_wrapper: division by zero
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 504, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    potential_matches = resolve_contradictions(contradictions, potential_matches)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 323, in resolve_contradictions
    percentage = len(df_value) / raw_value_length
ZeroDivisionError: division by zero

Initiating REDU-table generation for AN004435
Rest length is 40
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  78%|███████▊  | 31/40 [00:00<00:00, 301.97it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 302.93it/s]

 12%|█▏        | 387/3150 [21:36<48:04,  1.04s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 12%|█▏        | 388/3150 [21:38<59:04,  1.28s/it]
 12%|█▏        | 392/3150 [21:38<29:23,  1.56it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

analyzing contradictions,..
resolving contradictions,..
An error occurred in MWB_to_REDU_wrapper: division by zero
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 504, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    potential_matches = resolve_contradictions(contradictions, potential_matches)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 323, in resolve_contradictions
    percentage = len(df_value) / raw_value_length
ZeroDivisionError: division by zero

Processing  ST002526
Initiating REDU-table generation for AN004160
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2J_Raw
20211105_QE2_JAS_Job2416_15_Plasma-01_Pancreas.raw
2J_Raw
20211105_QE2_JAS_Job2416_17_Plasma-03_Pancreas.raw
2J_Raw
20211105_QE2_JAS_Job2416_19_Plasma-05_Pancreas.raw
2J_Raw
20211105_QE2_JAS_Job2416_21_Plasma-07_Pancreas.raw
2J_Raw
20211105_QE2_JAS_Job2416_22_Plasma-08_Pancreas.raw
2J_Raw
20211105_QE2_JAS_Job2416_25_Plasma-11_Pancreas.raw
2J_Raw
20211105_QE2_JAS_Job2416_27_Plasma-13_Pancreas.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_01_Pancreas.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_03_Pancreas.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_04_PDAC-Tumor.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_05_Pancreas.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_06_PDAC-Tumor.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_07_Pancreas.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_08_Pancreas.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_09_PDAC-Tumor.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_10_PDAC-Tumor.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_11_Pancreas.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_12_PDAC-Tumor.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_13_Pancreas.raw
2J_Raw
20211113_QE1_JAS_Job2416_Tissue_14_PDAC-Tumor.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST001793
No raw data detected. Ignoring ST001793
Processing  ST000226
No raw data detected. Ignoring ST000226
Processing  ST003068
No raw data detected. Ignoring ST003068
Processing  ST000148
No raw data detected. Ignoring ST000148
Processing  ST002825
Initiating REDU-table generation for AN004609
Rest length is 82
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa01_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa02_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa03_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa04_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa05_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa06_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa07_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa08_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa09_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa10_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa11_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa12_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa13_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa14_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa15_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa16_2.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa17_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa18_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa19_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa20_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa21_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa22_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa23_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa24_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa25_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa26_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa27_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa28_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa29_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa30_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa31_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa32_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa33_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa34_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa35_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa36_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa37_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa38_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa39_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa40_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa41_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa42_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa43_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa44_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa45_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa46_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa47_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa48_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa49_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220603bKCsa50_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa01_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa02_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa03_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa04_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa05_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa06_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa07_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa08_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa09_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa10_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa11_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa12_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa13_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa14_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa15_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa16_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa17_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa18_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa19_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa20_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa21_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa22_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa23_1.cdf
mx656897_Maria Jimena Salcedo_raw data
220604bKCsa24_2.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 74 rows!
Extracted information for 74 samples.
Processing  ST000107
Initiating REDU-table generation for AN000177
Rest length is 108
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/108 [00:00<?, ?it/s]

Mapping potential matches:  19%|█▉        | 21/108 [00:00<00:00, 208.83it/s]

Mapping potential matches:  39%|███▉      | 42/108 [00:00<00:00, 208.92it/s]

Mapping potential matches:  59%|█████▉    | 64/108 [00:00<00:00, 209.64it/s]

Mapping potential matches:  80%|███████▉  | 86/108 [00:00<00:00, 210.51it/s]

Mapping potential matches: 100%|██████████| 108/108 [00:00<00:00, 211.15it/s]
Mapping potential matches: 100%|██████████| 108/108 [00:00<00:00, 210.44it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000178
Rest length is 108
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/108 [00:00<?, ?it/s]

Mapping potential matches:  19%|█▉        | 21/108 [00:00<00:00, 206.37it/s]

Mapping potential matches:  39%|███▉      | 42/108 [00:00<00:00, 205.59it/s]

Mapping potential matches:  58%|█████▊    | 63/108 [00:00<00:00, 205.22it/s]

Mapping potential matches:  78%|███████▊  | 84/108 [00:00<00:00, 205.30it/s]

Mapping potential matches:  97%|█████████▋| 105/108 [00:00<00:00, 206.35it/s]
Mapping potential matches: 100%|██████████| 108/108 [00:00<00:00, 205.99it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A01-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A01-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A01-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A01-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A01-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A02-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A02-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A02-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A02-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A02-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A03-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A03-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A03-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A03-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A03-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A04-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A04-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A04-120-1 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A04-120-2 Replicate Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A04-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq1-Endos-A04-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-A05-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-A05-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-A05-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-A05-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-A05-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B01-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B01-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B01-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B01-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B01-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B02-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B02-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B02-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B02-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B02-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B03-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B03-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B03-120-1 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B03-120-2 Replicate Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B03-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq2-Endos-B03-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C01-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C01-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C01-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C01-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C01-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C02-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C02-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C02-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C02-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C02-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C03-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C03-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C03-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C03-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C03-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C04-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C04-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C04-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C04-60-1 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq3-Endos-C04-60-2 Replicate Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-C04-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL01-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL01-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL01-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL01-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL01-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL02-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL02-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL02-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL02-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL03-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL03-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL03-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL03-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL03-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL04-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL04-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq4-Endos-IL04-30-2 Replicate Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE01-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE01-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE01-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE01-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE01-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE02-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE02-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE02-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE02-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE02-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE03-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 394/3150 [21:45<1:07:05,  1.46s/it]
Ortiz Acq5-Endos-IE03-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE03-30-1 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IE03-30-2 Replicate Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IL04-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IL04-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IL05-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IL05-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IL05-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq5-Endos-IL05-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-B03-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE03-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE03-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE04-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE04-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE04-120 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE04-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE04-60 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE05-0 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE05-10 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE05-120-1 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE05-120-2 Replicate Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IE05-30 Endos.mzML
Metabolomics Workbench upload - 2013-14 Ortiz NIH WCMC Pilot
mzML files - 2013-14 Ortiz NIH WCMC Pilot - Newman Lab Endocannabinoid Analysis
Ortiz Acq6-Endos-IL02-0 Endos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 114 rows!
Extracted information for 114 samples.
Processing  ST000844
Initiating REDU-table generation for AN001366
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 688.85it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001367
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 674.43it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 395/3150 [21:49<1:19:38,  1.73s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 397/3150 [21:53<1:30:09,  1.96s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-01.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-02.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-03.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-04.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-05.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-08.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-09.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-10.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-11.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-12.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-13.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-14.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-15.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-16.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-17.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-18.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-19.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-20.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-21.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-22.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-23.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-24.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-25.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-26.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-27.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-28.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-29.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-30.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-31.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-32.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-33.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-34.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-35.mzXML
Zeki Plasma OxyEndos
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-PLAZ-36.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 34 rows!
Extracted information for 34 samples.
Processing  ST003205
No raw data detected. Ignoring ST003205
Processing  ST001450
Initiating REDU-table generation for AN002421
Rest length is 200
raw file key found.
Initiating REDU-table generation for AN002422
Rest length is 200
raw file key found.
Initiating REDU-table generation for AN002423
Rest length is 200
raw file key found.
Initiating REDU-table generation for AN002424
Rest length is 200
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
100.mzXML
151.mzXML
152.mzXML
153.mzXML
154.mzXML
155.mzXML
156.mzXML
157.mzXML
158.mzXML
159.mzXML
160.mzXML
161.mzXML
162.mzXML
163.mzXML
164.mzXML
165.mzXML
166.mzXML
167.mzXML
168.mzXML
169.mzXML
170.mzXML
171.mzXML
172.mzXML
173.mzXML
174.mzXML
175.mzXML
176.mzXML
177.mzXML
178.mzXML
179.mzXML
180.mzXML
181.mzXML
182.mzXML
183.mzXML
184.mzXML
185.mzXML
186.mzXML
187.mzXML
188.mzXML
189.mzXML
190.mzXML
191.mzXML
192.mzXML
193.mzXML
194.mzXML
195.mzXML
196.mzXML
197.mzXML
198.mzXML
199.mzXML
200.mzXML
51.mzXML
52.mzXML
53.mzXML
54.mzXML
55.mzXML
56.mzXML
57.mzXML
58.mzXML
59.mzXML
60.mzXML
61.mzXML
62.mzXML
63.mzXML
64.mzXML
65.mzXML
66.mzXML
67.mzXML
68.mzXML
69.mzXML
70.mzXML
71.mzXML
72.mzXML
73.mzXML
74.mzXML
75.mzXML
76.mzXML
77.mzXML
78.mzXML
79.mzXML
80.mzXML
81.mzXML
82.mzXML
83.mzXML
84.mzXML
85.mzXML
86.mzXML
87.mzXML
88.mzXML
89.mzXML
90.mzXML
91.mzXML
92.mzXML
93.mzXML
94.mzXML
95.mzXML
96.mzXML
97.mzXML
98.mzXML
99.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 100 rows!
Extracted information for 100 samples.
Processing  ST002537
Initiating REDU-table generation for AN004175
Rest length is 64
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/32 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 32/32 [00:00<00:00, 381.26it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN004176
Rest length is 64
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/32 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 32/32 [00:00<00:00, 390.82it/s]

 13%|█▎        | 398/3150 [21:55<1:22:40,  1.80s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 401/3150 [21:57<1:05:52,  1.44s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003225
No raw data detected. Ignoring ST003225
Processing  ST001013
No raw data detected. Ignoring ST001013
Processing  ST001642
Initiating REDU-table generation for AN002687
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
8_12_2019
1_neg.raw
8_12_2019
1_neg_2.raw
8_12_2019
1_pos.raw
8_12_2019
1_pos_2.raw
8_12_2019
2_neg.raw
8_12_2019
2_neg_2.raw
8_12_2019
2_pos.raw
8_12_2019
2_pos_2.raw
8_12_2019
3_neg.raw
8_12_2019
3_neg_2.raw
8_12_2019
3_pos.raw
8_12_2019
3_pos_2.raw
8_12_2019
4_neg.raw
8_12_2019
4_neg_2.raw
8_12_2019
4_pos.raw
8_12_2019
4_pos_2.raw
8_12_2019
5_neg.raw
8_12_2019
5_neg_2.raw
8_12_2019
5_pos.raw
8_12_2019
5_pos_2.raw
8_12_2019
6_neg.raw
8_12_2019
6_neg_2.raw
8_12_2019
6_pos.raw
8_12_2019
6_pos_2.raw
8_12_2019
7_neg.raw
8_12_2019
7_neg_2.raw
8_12_2019
7_pos.raw
8_12_2019
7_pos_2.raw
8_12_2019
8_neg.raw
8_12_2019
8_neg_2.raw
8_12_2019
8_pos.raw
8_12_2019
8_pos_2.raw
8_12_2019
9_neg.raw
8_12_2019
9_neg_2.raw
8_12_2019
9_pos.raw
8_12_2019
9_pos_2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST001755
Initiating REDU-table generation for AN002859
Rest length is 10
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/10 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 10/10 [00:00<00:00, 414.08it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 402/3150 [22:00<1:17:46,  1.70s/it]
 13%|█▎        | 406/3150 [22:01<39:38,  1.15it/s]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 408/3150 [22:03<45:51,  1.00s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 412/3150 [22:07<43:42,  1.04it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 413/3150 [22:10<54:39,  1.20s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 414/3150 [22:12<1:05:06,  1.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 415/3150 [22:15<1:11:55,  1.58s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw_file_metabolomics
EV_LN1_02maio2017_split_15.cdf
Raw_file_metabolomics
EV_LN1_02maio2017_split_50.cdf
Raw_file_metabolomics
EV_LN1_02maio2017_splitless.cdf
Raw_file_metabolomics
EV_LN1_03maio2017_split_15.cdf
Raw_file_metabolomics
EV_LN1_03maio2017_split_50.cdf
Raw_file_metabolomics
EV_LN1_03maio2017_splitless.cdf
Raw_file_metabolomics
EV_LN1_07fev2017_split_15.cdf
Raw_file_metabolomics
EV_LN1_07fev2017_split_50.cdf
Raw_file_metabolomics
EV_LN1_07fev2017_splitless.cdf
Raw_file_metabolomics
EV_SCC9_09fev2017_split_15.cdf
Raw_file_metabolomics
EV_SCC9_09fev2017_split_50.cdf
Raw_file_metabolomics
EV_SCC9_09fev2017_splitless.cdf
Raw_file_metabolomics
EV_SCC9_24abril2017_split_15.cdf
Raw_file_metabolomics
EV_SCC9_24abril2017_split_50.cdf
Raw_file_metabolomics
EV_SCC9_24abril2017_splitless.cdf
Raw_file_metabolomics
EV_SCC9_25abril2017_split_15.cdf
Raw_file_metabolomics
EV_SCC9_25abril2017_split_50.cdf
Raw_file_metabolomics
EV_SCC9_25abril2017_splitless.cdf
Raw_file_metabolomics
LN1_A_split_15.cdf
Raw_file_metabolomics
LN1_A_split_50.cdf
Raw_file_metabolomics
LN1_A_splitless.cdf
Raw_file_metabolomics
LN1_B_split_15.cdf
Raw_file_metabolomics
LN1_B_split_50.cdf
Raw_file_metabolomics
LN1_B_splitless.cdf
Raw_file_metabolomics
SCC9_B_split_15.cdf
Raw_file_metabolomics
SCC9_B_split_50.cdf
Raw_file_metabolomics
SCC9_B_splitless.cdf
Raw_file_metabolomics
SCC9_C_split_15.cdf
Raw_file_metabolomics
SCC9_C_split_50.cdf
Raw_file_metabolomics
SCC9_C_splitless.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST000567
No raw data detected. Ignoring ST000567
Processing  ST000727
No raw data detected. Ignoring ST000727
Processing  ST000234
No raw data detected. Ignoring ST000234
Processing  ST000869
No raw data detected. Ignoring ST000869
Processing  ST002722
Initiating REDU-table generation for AN004413
Rest length is 22
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CIR16.mzXML
CIR18.mzXML
CIR19.mzXML
CIR20.mzXML
CIR21_hilic_pos.mzXML
CIR22_hilic_pos.mzXML
CIR23_hilic_pos.mzXML
CIR32_hilic_pos.mzXML
CIR41_hilic_pos.mzXML
CIR5.mzXML
CIR51_hilic_pos.mzXML
CIR52_hilic_pos.mzXML
CIR53_hilic_pos.mzXML
CIR55_hilic_pos.mzXML
CIR57.mzXML
CIR58.mzXML
CIR59.mzXML
CIR6.mzXML
CIR60.mzXML
CIR61.mzXML
CIR63.mzXML
CIR7.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST000646
No raw data detected. Ignoring ST000646
Processing  ST001016
No raw data detected. Ignoring ST001016
Processing  ST001092
No raw data detected. Ignoring ST001092
Processing  ST001361
No raw data detected. Ignoring ST001361
Processing  ST001864
Initiating REDU-table generation for AN003021
Rest length is 36
raw file key found.
Initiating REDU-table generation for AN003022
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RBC raw files
negative 3MM raw files
122.raw
RBC raw files
negative 3MM raw files
124.raw
RBC raw files
negative 3MM raw files
126.raw
RBC raw files
negative 3MM raw files
140.raw
RBC raw files
negative 3MM raw files
142.raw
RBC raw files
negative 3MM raw files
144.raw
RBC raw files
negative 3MM raw files
146.raw
RBC raw files
negative 3MM raw files
148.raw
RBC raw files
negative 3MM raw files
150.raw
RBC raw files
negative 3MM raw files
2.raw
RBC raw files
negative 3MM raw files
20.raw
RBC raw files
negative 3MM raw files
22.raw
RBC raw files
negative 3MM raw files
24.raw
RBC raw files
negative 3MM raw files
26.raw
RBC raw files
negative 3MM raw files
28.raw
RBC raw files
negative 3MM raw files
30.raw
RBC raw files
negative 3MM raw files
32.raw
RBC raw files
negative 3MM raw files
34.raw
RBC raw files
negative 3MM raw files
36.raw
RBC raw files
negative 3MM raw files
4.raw
RBC raw files
negative 3MM raw files
50.raw
RBC raw files
negative 3MM raw files
52.raw
RBC raw files
negative 3MM raw files
54.raw
RBC raw files
negative 3MM raw files
56.raw
RBC raw files
negative 3MM raw files
58.raw
RBC raw files
negative 3MM raw files
6.raw
RBC raw files
negative 3MM raw files
60.raw
RBC raw files
negative 3MM raw files
62.raw
RBC raw files
negative 3MM raw files
64.raw
RBC raw files
negative 3MM raw files
66.raw
RBC raw files
negative 3MM raw files
80.raw
RBC raw files
negative 3MM raw files
82.raw
RBC raw files
negative 3MM raw files
84.raw
RBC raw files
negative 3MM raw files
86.raw
RBC raw files
negative 3MM raw files
88.raw
RBC raw files
negative 3MM raw files
90.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST002199
Initiating REDU-table generation for AN003599
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Connor
CR02_031.raw
Connor
CR02_032.raw
Connor
CR02_033.raw
Connor
CR02_034.raw
Connor
CR02_035.raw
Connor
CR02_036.raw
Connor
CR02_037.raw
Connor
CR02_038.raw
Connor
CR02_039.raw
Connor
CR02_040.raw
Connor
CR02_041.raw
Connor
CR02_042.raw
Connor
CR02_043.raw
Connor
CR02_044.raw
Connor
CR02_045.raw
Connor
CR02_046.raw
Connor
CR02_047.raw
Connor
CR02_048.raw
Connor
CR02_049.raw
Connor
CR02_050.raw
Connor
CR02_051.raw
Connor
CR02_052.raw
Connor
CR02_053.raw
Connor
CR02_054.raw
Connor
CR02_055.raw
Connor
CR02_056.raw
Connor
CR02_057.raw
Connor
CR02_058.raw
Connor
CR02_059.raw
Connor
CR02_060.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002563
Initiating REDU-table generation for AN004224
Rest length is 80
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MCF000867_SR01.mzML
MCF000867_SR02.mzML
MCF000867_SR03.mzML
MCF000867_SR04.mzML
MCF000867_SR05.mzML
MCF000867_SR06.mzML
MCF000867_SR07.mzML
MCF000867_SR08.mzML
MCF000867_SR09.mzML
MCF000867_SR10.mzML
MCF000867_SR11.mzML
MCF000867_SR12.mzML
MCF000867_SR13.mzML
MCF000867_SR14.mzML
MCF000867_SR15.mzML
MCF000867_SR16.mzML
MCF000867_SR17.mzML
MCF000867_SR18.mzML
MCF000867_SR19.mzML
MCF000867_SR20.mzML
MCF000867_SR21.mzML
MCF000867_SR22.mzML
MCF000867_SR23.mzML
MCF000867_SR24.mzML
MCF000887_SR01.mzML
MCF000887_SR02.mzML
MCF000887_SR03.mzML
MCF000887_SR04.mzML
MCF000887_SR05.mzML
MCF000887_SR06.mzML
MCF000887_SR07.mzML
MCF000887_SR08.mzML
MCF000887_SR09.mzML
MCF000887_SR10.mzML
MCF000887_SR11.mzML
MCF000887_SR12.mzML
MCF000887_SR13.mzML
MCF000887_SR14.mzML
MCF000887_SR15.mzML
MCF000887_SR16.mzML
MCF000887_SR17.mzML
MCF000887_SR18.mzML
MCF000887_SR19.mzML
MCF000887_SR20.mzML
MCF000887_SR21.mzML
MCF000887_SR22.mzML
MCF000887_SR23.mzML
MCF000887_SR24.mzML
MCF000887_SR25.mzML
MCF000887_SR26.mzML
MCF000887_SR27.mzML
MCF000887_SR28.mzML
MCF000887_SR29.mzML
MCF000887_SR30.mzML
MCF000887_SR31.mzML
MCF000887_SR32.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 56 rows!
Extracted information for 56 samples.
Processing  ST002590
Initiating REDU-table generation for AN004262
Rest length is 73
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pass1B_neg_hippocampus_V1-2020-04-16.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST001991
Initiating REDU-table generation for AN003248
Rest length is 333
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Serumrawdata
02082019Plate8_restarted-5000075.mzML
Serumrawdata
02082019Plate8_restarted-5000505.mzML
Serumrawdata
02082019Plate8_restarted-5000570.mzML
Serumrawdata
02082019Plate8_restarted-5000599.mzML
Serumrawdata
02082019Plate8_restarted-5000683.mzML
Serumrawdata
02082019Plate8_restarted-5000718.mzML
Serumrawdata
02082019Plate8_restarted-5000987.mzML
Serumrawdata
02082019Plate8_restarted-5001033.mzML
Serumrawdata
02082019Plate8_restarted-5001058.mzML
Serumrawdata
02082019Plate8_restarted-5001132.mzML
Serumrawdata
02082019Plate8_restarted-5001187.mzML
Serumrawdata
02082019Plate8_restarted-5001256.mzML
Serumrawdata
02082019Plate8_restarted-5001273.mzML
Serumrawdata
02082019Plate8_restarted-5001295.mzML
Serumrawdata
02082019Plate8_restarted-5001354.mzML
Serumrawdata
02082019Plate8_restarted-5001401.mzML
Serumrawdata
02082019Plate8_restarted-5001562.mzML
Serumrawdata
02082019Plate8_restarted-5001563.mzML
Serumrawdata
02082019Plate8_restarted-5001952.mzML
Serumrawdata
02082019Plate8_restarted-5002564.mzML
Serumrawdata
02082019Plate8_restarted-5002656.mzML
Serumrawdata
02082019Plate8_restarted-5002960.mzML
Serumrawdata
02082019Plate8_restarted-5003541.mzML
Serumrawdata
02082019Plate8_restarted-5003645.mzML
Serumrawdata
02082019Plate8_restarted-5004081.mzML
Serumrawdata
02082019Plate8_restarted-5004189.mzML
Serumrawdata
02082019Plate8_restarted-5004197.mzML
Serumrawdata
02082019Plate8_restarted-5004373.mzML
Serumrawdata
02082019Plate8_restarted-5004417.mzML
Serumrawdata
02082019Plate8_restarted-5005553.mzML
Serumrawdata
02082019Plate8_restarted-5600666.mzML
Serumrawdata
02082019Plate9BA-5000443.mzML
Serumrawdata
02082019Plate9BA-5002890.mzML
Serumrawdata
02082019Plate9BA-5003679.mzML
Serumrawdata
02082019Plate9BA-5003732.mzML
Serumrawdata
02082019Plate9BA-5004095.mzML
Serumrawdata
20190805_BA_rerun_10-5001159v2.mzML
Serumrawdata
20190805_BA_rerun_10-5001457v2.mzML
Serumrawdata
20190805_BA_rerun_10-5001740v2.mzML
Serumrawdata
20190805_BA_rerun_10-5002931v2.mzML
Serumrawdata
20190805_BA_rerun_10-5004404v2.mzML
Serumrawdata
20190805_BA_rerun_10-5005864v2.mzML
Serumrawdata
20190805_BA_rerun_10-5600902v2.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000089.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000291.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000306.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000388.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000396.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000492.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000526.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000745.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000819.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000893.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000897.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000900.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000912.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5000992.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5001088.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5001108.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5001174.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5001342.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5001433.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5001462.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5001837.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5002923.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5003718.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5004073.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5004102.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5004277.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5005774.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5005793.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5005813.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5005836.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_1-5600919.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5000069.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5000336.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5000376.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5000439.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5000468.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5000800.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5000839.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001127.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001240.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001288.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001302.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001325.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001358.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001472.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001519.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001942.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5001991.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5002678.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5002721.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5002828.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5003553.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5004166.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5004192.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5004285.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5004323.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5004390.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5004428.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005537.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005538.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005654.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005656.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005660.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005859.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005880.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005905.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005927.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005937.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5005970.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5600873.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5600896.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5600897.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_2-5600901.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000018.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000061.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000153.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000318.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000667.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000692.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000732.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000820.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000867.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000880.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000881.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5000888.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5001308.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5001318.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5001336.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5001373.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5001504.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5002549.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5002577.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5002586.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5002644.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5002738.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5002754.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5002961.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5002979.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5003532.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5004006.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5004013.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5004051.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5004115.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5004176.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5004186.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5004334.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5005559.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5005655.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5005682.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5005728.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5005768.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5005863.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5600757.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5600956.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_3-5601269.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5000049.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5000292.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5000486.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5000525.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5000595.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5000633.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5000761.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5000807.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5000899.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5001093.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5001164.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5001263.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5001362.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5001389.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5001459.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5001858.mzML
Serumrawdata
21072019_Bile_Acid_Rerun_Plate_4-5001908.mzML
Serumrawdata
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26072019_Bile_Acid_Rerun_Plate_7&part8-5000047.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 333 rows!
Extracted information for 333 samples.
Processing  ST000372
No raw data detected. Ignoring ST000372
Processing  ST002338
Initiating REDU-table generation for AN003820
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003821
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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wiff_format
Neg
neg_31.wiff
RawData
wiff_format
Neg
neg_32.wiff
RawData
wiff_format
Neg
neg_33.wiff
RawData
wiff_format
Neg
neg_34.wiff
RawData
wiff_format
Neg
neg_35.wiff
RawData
wiff_format
Neg
neg_36.wiff
RawData
wiff_format
Neg
neg_37.wiff
RawData
wiff_format
Neg
neg_38.wiff
RawData
wiff_format
Neg
neg_39.wiff
RawData
wiff_format
Neg
neg_40.wiff
RawData
wiff_format
Neg
neg_41.wiff
RawData
wiff_format
Neg
neg_42.wiff
RawData
wiff_format
Neg
neg_43.wiff
RawData
wiff_format
Neg
neg_44.wiff
RawData
wiff_format
Neg
neg_45.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 418/3150 [22:24<1:44:47,  2.30s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 419/3150 [22:28<1:57:06,  2.57s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 420/3150 [22:30<1:53:06,  2.49s/it]
 13%|█▎        | 423/3150 [22:30<57:31,  1.27s/it]  
RawData
wiff_format
Neg
neg_46.wiff
RawData
wiff_format
Neg
neg_47.wiff
RawData
wiff_format
Neg
neg_48.wiff
RawData
wiff_format
Neg
neg_49.wiff
RawData
wiff_format
Neg
neg_50.wiff
RawData
wiff_format
Neg
neg_51.wiff
RawData
wiff_format
Pos
pos_12.wiff
RawData
wiff_format
Pos
pos_13.wiff
RawData
wiff_format
Pos
pos_14.wiff
RawData
wiff_format
Pos
pos_15.wiff
RawData
wiff_format
Pos
pos_16.wiff
RawData
wiff_format
Pos
pos_17.wiff
RawData
wiff_format
Pos
pos_18.wiff
RawData
wiff_format
Pos
pos_19.wiff
RawData
wiff_format
Pos
pos_20.wiff
RawData
wiff_format
Pos
pos_21.wiff
RawData
wiff_format
Pos
pos_22.wiff
RawData
wiff_format
Pos
pos_23.wiff
RawData
wiff_format
Pos
pos_24.wiff
RawData
wiff_format
Pos
pos_25.wiff
RawData
wiff_format
Pos
pos_26.wiff
RawData
wiff_format
Pos
pos_27.wiff
RawData
wiff_format
Pos
pos_28.wiff
RawData
wiff_format
Pos
pos_29.wiff
RawData
wiff_format
Pos
pos_30.wiff
RawData
wiff_format
Pos
pos_31.wiff
RawData
wiff_format
Pos
pos_32.wiff
RawData
wiff_format
Pos
pos_33.wiff
RawData
wiff_format
Pos
pos_34.wiff
RawData
wiff_format
Pos
pos_35.wiff
RawData
wiff_format
Pos
pos_36.wiff
RawData
wiff_format
Pos
pos_37.wiff
RawData
wiff_format
Pos
pos_38.wiff
RawData
wiff_format
Pos
pos_39.wiff
RawData
wiff_format
Pos
pos_40.wiff
RawData
wiff_format
Pos
pos_41.wiff
RawData
wiff_format
Pos
pos_42.wiff
RawData
wiff_format
Pos
pos_43.wiff
RawData
wiff_format
Pos
pos_44.wiff
RawData
wiff_format
Pos
pos_45.wiff
RawData
wiff_format
Pos
pos_46.wiff
RawData
wiff_format
Pos
pos_47.wiff
RawData
wiff_format
Pos
pos_48.wiff
RawData
wiff_format
Pos
pos_49.wiff
RawData
wiff_format
Pos
pos_50.wiff
RawData
wiff_format
Pos
pos_51.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 160 rows!
Extracted information for 160 samples.
Processing  ST002076
Initiating REDU-table generation for AN003383
Rest length is 24
raw file key found.
Initiating REDU-table generation for AN003384
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AI_negative_1.raw
AI_negative_2.raw
AI_negative_3.raw
AI_negative_4.raw
AI_negative_5.raw
AI_negative_6.raw
AI_positive_1.raw
AI_positive_2.raw
AI_positive_3.raw
AI_positive_4.raw
AI_positive_5.raw
AI_positive_6.raw
FA_negative_1.raw
FA_negative_2.raw
FA_negative_3.raw
FA_negative_4.raw
FA_negative_5.raw
FA_negative_6.raw
FA_positive_1.raw
FA_positive_2.raw
FA_positive_3.raw
FA_positive_4.raw
FA_positive_5.raw
FA_positive_6.raw
FI_negative_1.raw
FI_negative_2.raw
FI_negative_3.raw
FI_negative_4.raw
FI_negative_5.raw
FI_negative_6.raw
FI_positive_1.raw
FI_positive_2.raw
FI_positive_3.raw
FI_positive_4.raw
FI_positive_5.raw
FI_positive_6.raw
WT_negative_1.raw
WT_negative_2.raw
WT_negative_3.raw
WT_negative_4.raw
WT_negative_5.raw
WT_negative_6.raw
WT_positive_1.raw
WT_positive_2.raw
WT_positive_3.raw
WT_positive_4.raw
WT_positive_5.raw
WT_positive_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST003259
Initiating REDU-table generation for AN005343
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
230221_PE_KPC-Brabletz_1-30-dil_.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST002150
No raw data detected. Ignoring ST002150
Processing  ST001077
No raw data detected. Ignoring ST001077
Processing  ST001054
No raw data detected. Ignoring ST001054
Processing  ST000740
No raw data detected. Ignoring ST000740
Processing  ST000241
Initiating REDU-table generation for AN000373
Rest length is 24
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 500.24it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000374
Rest length is 24
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 507.18it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 13%|█▎        | 425/3150 [22:33<1:02:29,  1.38s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 14%|█▎        | 427/3150 [22:36<1:04:47,  1.43s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CBC
FAC1N.mzXML
CBC
FAC1P.mzXML
CBC
FAC2N.mzXML
CBC
FAC2P.mzXML
CBC
FAC3N.mzXML
CBC
FAC3P.mzXML
CBT
FAT1N.mzXML
CBT
FAT1P.mzXML
CBT
FAT2N.mzXML
CBT
FAT2P.mzXML
CBT
FAT3N.mzXML
CBT
FAT3P.mzXML
CKC
CKC1N.mzXML
CKC
CKC1P.mzXML
CKC
CKC2N.mzXML
CKC
CKC2P.mzXML
CKC
CKC3N.mzXML
CKC
CKC3P.mzXML
CKT
CKT1N.mzXML
CKT
CKT1P.mzXML
CKT
CKT2N.mzXML
CKT
CKT2P.mzXML
CKT
CKT3N.mzXML
CKT
CKT3P.mzXML
KC
KC1N.mzXML
KC
KC1P.mzXML
KC
KC2N.mzXML
KC
KC2P.mzXML
KC
KC3N.mzXML
KC
KC3P.mzXML
OA
OA1N.mzXML
OA
OA1P.mzXML
OA
OA2N.mzXML
OA
OA2P.mzXML
OA
OA3N.mzXML
OA
OA3P.mzXML
PA
PA1N.mzXML
PA
PA1P.mzXML
PA
PA2N.mzXML
PA
PA2P.mzXML
PA
PA3N.mzXML
PA
PA3P.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 42 rows!
Extracted information for 42 samples.
Processing  ST001857
No raw data detected. Ignoring ST001857
Processing  ST003001
Initiating REDU-table generation for AN004929
Rest length is 140
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
F39_0.raw
F39_15.raw
F39_35.raw
F39_56.raw
F41_0.raw
F41_15.raw
F41_35.raw
F41_56.raw
F47_0.raw
F47_15.raw
F47_35.raw
F47_56.raw
F48_0.raw
F48_15.raw
F48_35.raw
F48_56.raw
F49_0.raw
F49_15.raw
F49_35.raw
F49_56.raw
F52_0.raw
F52_15.raw
F52_35.raw
F52_56.raw
F53_0.raw
F53_15.raw
F53_35.raw
F53_56.raw
F55_0.raw
F55_15.raw
F55_35.raw
F55_56.raw
F56_0.raw
F56_15.raw
F56_35.raw
F56_56.raw
F58_0.raw
F58_15.raw
F58_35.raw
F58_56.raw
F61_0.raw
F61_15.raw
F61_35.raw
F61_56.raw
F62_0.raw
F62_15.raw
F62_35.raw
F62_56.raw
F63_0.raw
F63_15.raw
F63_35.raw
F63_56.raw
F64_0.raw
F64_15.raw
F64_35.raw
F64_56.raw
F65_0.raw
F65_15.raw
F65_35.raw
F65_56.raw
F66_0.raw
F66_15.raw
F66_35.raw
F66_56.raw
F67_0.raw
F67_15.raw
F67_35.raw
F67_56.raw
F68_0.raw
F68_15.raw
F68_35.raw
F68_56.raw
F69_0.raw
F69_15.raw
F69_35.raw
F69_56.raw
F70_0.raw
F70_15.raw
F70_35.raw
F70_56.raw
F73_0.raw
F73_15.raw
F73_35.raw
F73_56.raw
F75_0.raw
F75_15.raw
F75_35.raw
F75_56.raw
F76_0.raw
F76_15.raw
F76_35.raw
F76_56.raw
F77_0.raw
F77_15.raw
F77_35.raw
F77_56.raw
F79_0.raw
F79_15.raw
F79_35.raw
F79_56.raw
F80_0.raw
F80_15.raw
F80_35.raw
F80_56.raw
F83_0.raw
F83_15.raw
F83_35.raw
F83_56.raw
F84_0.raw
F84_15.raw
F84_35.raw
F84_56.raw
F86_0.raw
F86_15.raw
F86_35.raw
F86_56.raw
F87_0.raw
F87_15.raw
F87_35.raw
F87_56.raw
F88_0.raw
F88_15.raw
F88_35.raw
F88_56.raw
F89_0.raw
F89_15.raw
F89_35.raw
F89_56.raw
F90_0.raw
F90_15.raw
F90_35.raw
F90_56.raw
F91_0.raw
F91_15.raw
F91_35.raw
F91_56.raw
F92_0.raw
F92_15.raw
F92_35.raw
F92_56.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 140 rows!
Extracted information for 140 samples.
Processing  ST003327
No raw data detected. Ignoring ST003327
Processing  ST001167
No raw data detected. Ignoring ST001167
Processing  ST001195
Initiating REDU-table generation for AN001991
Rest length is 80
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/80 [00:00<?, ?it/s]

Mapping potential matches:  35%|███▌      | 28/80 [00:00<00:00, 275.10it/s]

Mapping potential matches:  70%|███████   | 56/80 [00:00<00:00, 274.67it/s]
Mapping potential matches: 100%|██████████| 80/80 [00:00<00:00, 275.38it/s]

 14%|█▎        | 430/3150 [22:37<43:26,  1.04it/s]  
 14%|█▎        | 432/3150 [22:37<32:09,  1.41it/s]
 14%|█▍        | 435/3150 [22:37<20:45,  2.18it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002861
No raw data detected. Ignoring ST002861
Processing  ST002597
No raw data detected. Ignoring ST002597
Processing  ST001520
No raw data detected. Ignoring ST001520
Processing  ST000102
No raw data detected. Ignoring ST000102
Processing  ST001143
No raw data detected. Ignoring ST001143
Processing  ST001270
Initiating REDU-table generation for AN002110
Rest length is 150
no raw file key found.
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1838_Infect
100_1.cdf
100_1.cdf
1838_Infect
101_1.cdf
101_1.cdf
1838_Infect
102_1.cdf
102_1.cdf
1838_Infect
103_1.cdf
103_1.cdf
1838_Infect
104_1.cdf
104_1.cdf
1838_Infect
106_1.cdf
106_1.cdf
1838_Infect
107_1.cdf
107_1.cdf
1838_Infect
108_1.cdf
108_1.cdf
1838_Infect
109_1.cdf
109_1.cdf
1838_Infect
111_1.cdf
111_1.cdf
1838_Infect
112_1.cdf
112_1.cdf
1838_Infect
113_1.cdf
113_1.cdf
1838_Infect
114_1.cdf
114_1.cdf
1838_Infect
116_1.cdf
116_1.cdf
1838_Infect
117_1.cdf
117_1.cdf
1838_Infect
118_1.cdf
118_1.cdf
1838_Infect
119_1.cdf
119_1.cdf
1838_Infect
11_1.cdf
11_1.cdf
1838_Infect
121_1.cdf
121_1.cdf
1838_Infect
122_1.cdf
122_1.cdf
1838_Infect
123_1.cdf
123_1.cdf
1838_Infect
124_1.cdf
124_1.cdf
1838_Infect
125_1.cdf
125_1.cdf
1838_Infect
126_1.cdf
126_1.cdf
1838_Infect
127_1.cdf
127_1.cdf
1838_Infect
129_1.cdf
129_1.cdf
1838_Infect
12_1.cdf
12_1.cdf
1838_Infect
130_1.cdf
130_1.cdf
1838_Infect
131_1.cdf
131_1.cdf
1838_Infect
132_1.cdf
132_1.cdf
1838_Infect
133_1.cdf
133_1.cdf
1838_Infect
134_1.cdf
134_1.cdf
1838_Infect
135_1.cdf
135_1.cdf
1838_Infect
136_1.cdf
136_1.cdf
1838_Infect
137_1.cdf
137_1.cdf
1838_Infect
139_1.cdf
139_1.cdf
1838_Infect
13_1.cdf
13_1.cdf
1838_Infect
140_1.cdf
140_1.cdf
1838_Infect
141_1.cdf
141_1.cdf
1838_Infect
142_1.cdf
142_1.cdf
1838_Infect
143_1.cdf
143_1.cdf
1838_Infect
144_1.cdf
144_1.cdf
1838_Infect
145_1.cdf
145_1.cdf
1838_Infect
147_1.cdf
147_1.cdf
1838_Infect
148_1.cdf
148_1.cdf
1838_Infect
150_1.cdf
150_1.cdf
1838_Infect
151_1.cdf
151_1.cdf
1838_Infect
153_1.cdf
153_1.cdf
1838_Infect
154_1.cdf
154_1.cdf
1838_Infect
155_1.cdf
155_1.cdf
1838_Infect
156_1.cdf
156_1.cdf
1838_Infect
157_1.cdf
157_1.cdf
1838_Infect
159_1.cdf
159_1.cdf
1838_Infect
160_1.cdf
160_1.cdf
1838_Infect
162_1.cdf
162_1.cdf
1838_Infect
163_1.cdf
163_1.cdf
1838_Infect
165_1.cdf
165_1.cdf
1838_Infect
166_1.cdf
166_1.cdf
1838_Infect
167_1.cdf
167_1.cdf
1838_Infect
168_1.cdf
168_1.cdf
1838_Infect
170_1.cdf
170_1.cdf
1838_Infect
171_1.cdf
171_1.cdf
1838_Infect
172_1.cdf
172_1.cdf
1838_Infect
173_1.cdf
173_1.cdf
1838_Infect
175_1.cdf
175_1.cdf
1838_Infect
176_1.cdf
176_1.cdf
1838_Infect
177_1.cdf
177_1.cdf
1838_Infect
178_1.cdf
178_1.cdf
1838_Infect
17_1.cdf
17_1.cdf
1838_Infect
180_1.cdf
180_1.cdf
1838_Infect
181_1.cdf
181_1.cdf
1838_Infect
182_1.cdf
182_1.cdf
1838_Infect
183_1.cdf
183_1.cdf
1838_Infect
185_1.cdf
185_1.cdf
1838_Infect
186_1.cdf
186_1.cdf
1838_Infect
187_1.cdf
187_1.cdf
1838_Infect
188_1.cdf
188_1.cdf
1838_Infect
189_1.cdf
189_1.cdf
1838_Infect
190_1.cdf
190_1.cdf
1838_Infect
191_1.cdf
191_1.cdf
1838_Infect
192_1.cdf
192_1.cdf
1838_Infect
193_1.cdf
193_1.cdf
1838_Infect
194_1.cdf
194_1.cdf
1838_Infect
195_1.cdf
195_1.cdf
1838_Infect
196_1.cdf
196_1.cdf
1838_Infect
198_1.cdf
198_1.cdf
1838_Infect
199_1.cdf
199_1.cdf
1838_Infect
1_1.cdf
1_1.cdf
1838_Infect
21_1.cdf
21_1.cdf
1838_Infect
22_1.cdf
22_1.cdf
1838_Infect
23_1.cdf
23_1.cdf
1838_Infect
26_1.cdf
26_1.cdf
1838_Infect
27_1.cdf
27_1.cdf
1838_Infect
2_1.cdf
2_1.cdf
1838_Infect
31_1.cdf
31_1.cdf
1838_Infect
32_1.cdf
32_1.cdf
1838_Infect
33_1.cdf
33_1.cdf
1838_Infect
36_1.cdf
36_1.cdf
1838_Infect
37_1.cdf
37_1.cdf
1838_Infect
3_1.cdf
3_1.cdf
1838_Infect
41_1.cdf
41_1.cdf
1838_Infect
42_1.cdf
42_1.cdf
1838_Infect
43_1.cdf
43_1.cdf
1838_Infect
46_1.cdf
46_1.cdf
1838_Infect
47_1.cdf
47_1.cdf
1838_Infect
48_1.cdf
48_1.cdf
1838_Infect
51_1.cdf
51_1.cdf
1838_Infect
52_1.cdf
52_1.cdf
1838_Infect
55_1.cdf
55_1.cdf
1838_Infect
56_1.cdf
56_1.cdf
1838_Infect
59_1.cdf
59_1.cdf
1838_Infect
60_1.cdf
60_1.cdf
1838_Infect
63_1.cdf
63_1.cdf
1838_Infect
64_1.cdf
64_1.cdf
1838_Infect
67_1.cdf
67_1.cdf
1838_Infect
68_1.cdf
68_1.cdf
1838_Infect
69_1.cdf
69_1.cdf
1838_Infect
6_1.cdf
6_1.cdf
1838_Infect
70_1.cdf
70_1.cdf
1838_Infect
71_1.cdf
71_1.cdf
1838_Infect
72_1.cdf
72_1.cdf
1838_Infect
73_1.cdf
73_1.cdf
1838_Infect
74_1.cdf
74_1.cdf
1838_Infect
75_1.cdf
75_1.cdf
1838_Infect
76_1.cdf
76_1.cdf
1838_Infect
77_1.cdf
77_1.cdf
1838_Infect
78_1.cdf
78_1.cdf
1838_Infect
79_1.cdf
79_1.cdf
1838_Infect
7_1.cdf
7_1.cdf
1838_Infect
80_1.cdf
80_1.cdf
1838_Infect
81_1.cdf
81_1.cdf
1838_Infect
82_1.cdf
82_1.cdf
1838_Infect
83_1.cdf
83_1.cdf
1838_Infect
84_1.cdf
84_1.cdf
1838_Infect
85_1.cdf
85_1.cdf
1838_Infect
86_1.cdf
86_1.cdf
1838_Infect
87_1.cdf
87_1.cdf
1838_Infect
88_1.cdf
88_1.cdf
1838_Infect
89_1.cdf
89_1.cdf
1838_Infect
90_1.cdf
90_1.cdf
1838_Infect
91_1.cdf
91_1.cdf
1838_Infect
92_1.cdf
92_1.cdf
1838_Infect
93_1.cdf
93_1.cdf
1838_Infect
94_1.cdf
94_1.cdf
1838_Infect
95_1.cdf
95_1.cdf
1838_Infect
96_1.cdf
96_1.cdf
1838_Infect
97_1.cdf
97_1.cdf
1838_Infect
98_1.cdf
98_1.cdf
1838_Infect
99_1.cdf
99_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 149 rows!
Extracted information for 149 samples.
Processing  ST001883
Initiating REDU-table generation for AN003047
Rest length is 53
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Urine GC data
netCDF10.1v.KO_1.cdf
Urine GC data
netCDF11.3d.WT_1.cdf
Urine GC data
netCDF16.4m.WT_1.cdf
Urine GC data
netCDF18.2l.KO_1.cdf
Urine GC data
netCDF2.1u.WT_1.cdf
Urine GC data
netCDF2.3s.KO_1.cdf
Urine GC data
netCDF2.4i.KO_1.cdf
Urine GC data
netCDF20.4m.KO_1.cdf
Urine GC data
netCDF26.3g.WT_1.cdf
Urine GC data
netCDF27.4n.WT_1.cdf
Urine GC data
netCDF28.3g.KO_1.cdf
Urine GC data
netCDF29.4n.WT_1.cdf
Urine GC data
netCDF33.2o.KO_1.cdf
Urine GC data
netCDF34.4o.KO_1.cdf
Urine GC data
netCDF37.3j.KO_1.cdf
Urine GC data
netCDF37.4p.WT_1.cdf
Urine GC data
netCDF42.3k.WT_1.cdf
Urine GC data
netCDF42.4q.KO_1.cdf
Urine GC data
netCDF44.3k.KO_1.cdf
Urine GC data
netCDF45.3k.KO_1.cdf
Urine GC data
netCDF49.2a.WT_1.cdf
Urine GC data
netCDF50.4s.KO_1.cdf
Urine GC data
netCDF53.2c.WT_1.cdf
Urine GC data
netCDF54.2c.WT_1.cdf
Urine GC data
netCDF54.4a.KO_1.cdf
Urine GC data
netCDF56.2d.KO_1.cdf
Urine GC data
netCDF57.3l.WT_1.cdf
Urine GC data
netCDF60.2e.KO_2.cdf
Urine GC data
netCDF61.2e.WT_1.cdf
Urine GC data
netCDF62.2t.WT_1.cdf
Urine GC data
netCDF62.4b.WT_1.cdf
Urine GC data
netCDF63.4b.WT_1.cdf
Urine GC data
netCDF65.2u.WT_1.cdf
Urine GC data
netCDF65.3n.WT_1.cdf
Urine GC data
netCDF67.2f.KO_1.cdf
Urine GC data
netCDF68.1o.KO_1.cdf
Urine GC data
netCDF68.3n.WT_1.cdf
Urine GC data
netCDF69.2f.KO_1.cdf
Urine GC data
netCDF8.1v.WT_1.cdf
Urine GC data
netCDF8.4j.KO_1.cdf
Urine GC data
netCDF81.3p.WT_1.cdf
Urine GC data
netCDF82.2g.WT_1.cdf
Urine GC data
netCDF83.3p.WT_1.cdf
Urine GC data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 14%|█▍        | 437/3150 [22:44<56:21,  1.25s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 14%|█▍        | 438/3150 [22:47<1:08:13,  1.51s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 14%|█▍        | 441/3150 [22:51<1:03:32,  1.41s/it]
 14%|█▍        | 444/3150 [22:51<40:49,  1.10it/s]  
 14%|█▍        | 444/3150 [23:04<40:49,  1.10it/s]
netCDF86.3q.KO_1.cdf
Urine GC data
netCDF87.3q.WT_1.cdf
Urine GC data
netCDF89.1r.KO_1.cdf
Urine GC data
netCDF9.3d.WT_1.cdf
Urine GC data
netCDF9.4j.WT_1.cdf
Urine GC data
netCDF91.2i.WT_1.cdf
Urine GC data
netCDF96.2i.KO_1.cdf
Urine GC data
netCDF97.4h.WT_1.cdf
Urine GC data
netCDF98.4h.WT_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 52 rows!
Extracted information for 52 samples.
Processing  ST002756
Initiating REDU-table generation for AN004473
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DataFiles
TQSm_042122_010.mzML
DataFiles
TQSm_042122_011.mzML
DataFiles
TQSm_042122_012.mzML
DataFiles
TQSm_042122_013.mzML
DataFiles
TQSm_042122_014.mzML
DataFiles
TQSm_042122_015.mzML
DataFiles
TQSm_042122_016.mzML
DataFiles
TQSm_042122_017.mzML
DataFiles
TQSm_042122_018.mzML
DataFiles
TQSm_042122_019.mzML
DataFiles
TQSm_042122_020.mzML
DataFiles
TQSm_042122_021.mzML
DataFiles
TQSm_042122_022.mzML
DataFiles
TQSm_042122_023.mzML
DataFiles
TQSm_042122_024.mzML
DataFiles
TQSm_042122_025.mzML
DataFiles
TQSm_042122_026.mzML
DataFiles
TQSm_042122_027.mzML
DataFiles
TQSm_042122_028.mzML
DataFiles
TQSm_042122_029.mzML
DataFiles
TQSm_042122_030.mzML
DataFiles
TQSm_042122_031.mzML
DataFiles
TQSm_042122_032.mzML
DataFiles
TQSm_042122_033.mzML
DataFiles
TQSm_042122_034.mzML
DataFiles
TQSm_042122_035.mzML
DataFiles
TQSm_042122_036.mzML
DataFiles
TQSm_042122_037.mzML
DataFiles
TQSm_042122_038.mzML
DataFiles
TQSm_042122_039.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002856
No raw data detected. Ignoring ST002856
Processing  ST002176
No raw data detected. Ignoring ST002176
Processing  ST001507
Initiating REDU-table generation for AN002498
Rest length is 119
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
01_Young_Liver_1a.raw
02_Young_Liver_1b.raw
03_Young_Liver_1c.raw
05_Young_Liver_2a.raw
06_Young_Liver_2b.raw
07_Young_Liver_2c.raw
09_Young_Liver_3a.raw
100_Old_Liver_27b.raw
101_Old_Liver_27c.raw
102_Old_Liver_28a.raw
103_Old_Liver_28b.raw
104_Old_Liver_28c.raw
105_Old_Liver_29a.raw
106_Old_Liver_29b.raw
107_Old_Liver_29c.raw
108_Old_Liver_30a.raw
109_Old_Liver_30b.raw
10_Young_Liver_3b.raw
110_Old_Liver_30c.raw
111_Old_Liver_31a.raw
112_Old_Liver_31b.raw
113_Old_Liver_31c.raw
114_Old_Liver_32a.raw
115_Old_Liver_32b.raw
116_Old_Liver_32c.raw
117_Old_Liver_33a.raw
118_Old_Liver_33b.raw
119_Old_Liver_33c.raw
11_Young_Liver_3c.raw
120_Old_Liver_34a.raw
121_Old_Liver_34b.raw
122_Old_Liver_34c.raw
123_Old_Liver_35a.raw
124_Old_Liver_35b.raw
125_Old_Liver_35c.raw
126_Old_Liver_36a.raw
127_Old_Liver_36b.raw
128_Old_Liver_36c.raw
129_Old_Liver_37a.raw
130_Old_Liver_37b.raw
131_Old_Liver_37c.raw
132_Old_Liver_38a.raw
133_Old_Liver_38b.raw
134_Old_Liver_38c.raw
135_Old_Liver_39a.raw
136_Old_Liver_39b.raw
137_Old_Liver_39c.raw
138_Old_Liver_40a.raw
139_Old_Liver_40b.raw
13_Young_Liver_4a.raw
140_Old_Liver_40c.raw
14_Young_Liver_4b.raw
15_Young_Liver_4c.raw
17_Young_Liver_5a.raw
18_Young_Liver_5b.raw
19_Young_Liver_5c.raw
21_Young_Liver_6a.raw
22_Young_Liver_6b.raw
23_Young_Liver_6c.raw
25_Young_Liver_7a.raw
26_Young_Liver_7b.raw
27_Young_Liver_7c.raw
29_Young_Liver_8a.raw
30_Young_Liver_8b.raw
31_Young_Liver_8c.raw
33_Young_Liver_9a.raw
34_Young_Liver_9b.raw
37_Young_Liver_10a.raw
38_Young_Liver_10b.raw
39_Young_Liver_10c.raw
41_Young_Liver_11a.raw
42_Young_Liver_11b.raw
43_Young_Liver_11c.raw
45_Young_Liver_12a.raw
46_Young_Liver_12b.raw
47_Young_Liver_12c.raw
49_Young_Liver_13a.raw
50_Young_Liver_13b.raw
51_Young_Liver_13c.raw
53_Young_Liver_14a.raw
54_Young_Liver_14b.raw
55_Young_Liver_14c.raw
57_Young_Liver_15a.raw
58_Young_Liver_15b.raw
59_Young_Liver_15c.raw
61_Young_Liver_16a.raw
62_Young_Liver_16b.raw
63_Young_Liver_16c.raw
65_Young_Liver_17a.raw
66_Young_Liver_17b.raw
67_Young_Liver_17c.raw
69_Young_Liver_18a.raw
70_Young_Liver_18b.raw
71_Young_Liver_18c.raw
73_Young_Liver_19a.raw
74_Young_Liver_19b.raw
75_Young_Liver_19c.raw
77_Young_Liver_20a.raw
78_Young_Liver_20b.raw
79_Young_Liver_20c.raw
81_Old_Liver_21a.raw
82_Old_Liver_21b.raw
83_Old_Liver_21c.raw
84_Old_Liver_22a.raw
85_Old_Liver_22b.raw
86_Old_Liver_22c.raw
87_Old_Liver_23a.raw
88_Old_Liver_23b.raw
89_Old_Liver_23c.raw
90_Old_Liver_24a.raw
91_Old_Liver_24b.raw
92_Old_Liver_24c.raw
93_Old_Liver_25a.raw
94_Old_Liver_25b.raw
95_Old_Liver_25c.raw
96_Old_Liver_26a.raw
97_Old_Liver_26b.raw
98_Old_Liver_26c.raw
99_Old_Liver_27a.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 119 rows!
Extracted information for 119 samples.
Processing  ST001038
No raw data detected. Ignoring ST001038
Processing  ST002099
No raw data detected. Ignoring ST002099
Processing  ST000237
No raw data detected. Ignoring ST000237
Processing  ST001514
Initiating REDU-table generation for AN002508
Rest length is 63
raw file key found.
Initiating REDU-table generation for AN002509
Rest length is 63
raw file key found.
Initiating REDU-table generation for AN002510
Rest length is 63
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HILIC_neg
161107_Smp_2090_A.mzXML
HILIC_neg
161107_Smp_2090_B.mzXML
HILIC_neg
161107_Smp_2090_C.mzXML
HILIC_neg
161107_Smp_371_A.mzXML
HILIC_neg
161107_Smp_371_B.mzXML
HILIC_neg
161107_Smp_371_C.mzXML
HILIC_neg
161107_Smp_Cy_A.mzXML
HILIC_neg
161107_Smp_Cy_B.mzXML
HILIC_neg
161107_Smp_Cy_C.mzXML
HILIC_neg
161107_Smp_To_A.mzXML
HILIC_neg
161107_Smp_To_B.mzXML
HILIC_neg
161107_Smp_To_C.mzXML
HILIC_neg
161107_Smp_Tp_A.mzXML
HILIC_neg
161107_Smp_Tp_E.mzXML
HILIC_neg
161107_Smp_Tp_F.mzXML
HILIC_neg
161114_Smp_7803_B.mzXML
HILIC_neg
161114_Smp_7803_F.mzXML
HILIC_neg
161114_Smp_8102_A.mzXML
HILIC_neg
161114_Smp_8102_F.mzXML
HILIC_neg
161114_Smp_8501_B.mzXML
HILIC_neg
161114_Smp_8501_C.mzXML
HILIC_neg
161114_Smp_8501_D.mzXML
HILIC_neg
161114_Smp_MED4_D.mzXML
HILIC_neg
161114_Smp_MED4_E.mzXML
HILIC_neg
161114_Smp_MED4_F.mzXML
HILIC_neg
170213_Smp_Np_A.mzXML
HILIC_neg
170213_Smp_Np_C.mzXML
HILIC_neg
170213_Smp_Np_F.mzXML
HILIC_neg
170213_Smp_Pc55x_A.mzXML
HILIC_neg
170213_Smp_Pc55x_B.mzXML
HILIC_neg
170213_Smp_Pc55x_C.mzXML
HILIC_neg
170213_Smp_Pt_C.mzXML
HILIC_neg
170213_Smp_Pt_F.mzXML
HILIC_neg
170821_Smp_1314P_A.mzXML
HILIC_neg
170821_Smp_1314P_B.mzXML
HILIC_neg
170821_Smp_1314P_C.mzXML
HILIC_neg
170821_Smp_1314_A.mzXML
HILIC_neg
170821_Smp_1314_B.mzXML
HILIC_neg
170821_Smp_1314_C.mzXML
HILIC_neg
170821_Smp_1545_A.mzXML
HILIC_neg
170821_Smp_1545_B.mzXML
HILIC_neg
170821_Smp_1545_C.mzXML
HILIC_neg
170821_Smp_1771_A.mzXML
HILIC_neg
170821_Smp_1771_B.mzXML
HILIC_neg
170821_Smp_1771_C.mzXML
HILIC_neg
170821_Smp_2021_A.mzXML
HILIC_neg
170821_Smp_2021_B.mzXML
HILIC_neg
170821_Smp_2021_C.mzXML
HILIC_neg
170821_Smp_449_A.mzXML
HILIC_neg
170821_Smp_449_B.mzXML
HILIC_neg
170821_Smp_449_C.mzXML
HILIC_neg
170821_Smp_As9601_A.mzXML
HILIC_neg
170821_Smp_As9601_B.mzXML
HILIC_neg
170821_Smp_As9601_C.mzXML
HILIC_neg
170821_Smp_Nat_A.mzXML
HILIC_neg
170821_Smp_Nat_B.mzXML
HILIC_neg
170821_Smp_Nat_C.mzXML
HILIC_neg
180130_Smp_Exp_1.mzXML
HILIC_neg
180130_Smp_Exp_2.mzXML
HILIC_neg
180130_Smp_Exp_3.mzXML
HILIC_neg
180227_Smp_3430_A.mzXML
HILIC_neg
180227_Smp_3430_B.mzXML
HILIC_neg
180227_Smp_3430_C.mzXML
HILIC_pos
161107_Smp_2090_A.mzXML
HILIC_pos
161107_Smp_2090_B.mzXML
HILIC_pos
161107_Smp_2090_C.mzXML
HILIC_pos
161107_Smp_371_A.mzXML
HILIC_pos
161107_Smp_371_B.mzXML
HILIC_pos
161107_Smp_371_C.mzXML
HILIC_pos
161107_Smp_Cy_A.mzXML
HILIC_pos
161107_Smp_Cy_B.mzXML
HILIC_pos
161107_Smp_Cy_C.mzXML
HILIC_pos
161107_Smp_To_A.mzXML
HILIC_pos
161107_Smp_To_B.mzXML
HILIC_pos
161107_Smp_To_C.mzXML
HILIC_pos
161107_Smp_Tp_A.mzXML
HILIC_pos
161107_Smp_Tp_E.mzXML
HILIC_pos
161107_Smp_Tp_F.mzXML
HILIC_pos
161114_Smp_7803_B.mzXML
HILIC_pos/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 14%|█▍        | 445/3150 [26:17<23:30:08, 31.28s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 14%|█▍        | 446/3150 [26:20<19:46:40, 26.33s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 14%|█▍        | 449/3150 [26:22<11:32:46, 15.39s/it]
161114_Smp_7803_F.mzXML
HILIC_pos
161114_Smp_8102_A.mzXML
HILIC_pos
161114_Smp_8102_F.mzXML
HILIC_pos
161114_Smp_8501_B.mzXML
HILIC_pos
161114_Smp_8501_C.mzXML
HILIC_pos
161114_Smp_8501_D.mzXML
HILIC_pos
161114_Smp_MED4_D.mzXML
HILIC_pos
161114_Smp_MED4_E.mzXML
HILIC_pos
161114_Smp_MED4_F.mzXML
HILIC_pos
170213_Smp_Np_A.mzXML
HILIC_pos
170213_Smp_Np_C.mzXML
HILIC_pos
170213_Smp_Np_F.mzXML
HILIC_pos
170213_Smp_Pc55x_A.mzXML
HILIC_pos
170213_Smp_Pc55x_B.mzXML
HILIC_pos
170213_Smp_Pc55x_C.mzXML
HILIC_pos
170213_Smp_Pt_C.mzXML
HILIC_pos
170213_Smp_Pt_F.mzXML
HILIC_pos
170821_Smp_1314P_A.mzXML
HILIC_pos
170821_Smp_1314P_B.mzXML
HILIC_pos
170821_Smp_1314P_C.mzXML
HILIC_pos
170821_Smp_1314_A.mzXML
HILIC_pos
170821_Smp_1314_B.mzXML
HILIC_pos
170821_Smp_1314_C.mzXML
HILIC_pos
170821_Smp_1545_A.mzXML
HILIC_pos
170821_Smp_1545_B.mzXML
HILIC_pos
170821_Smp_1545_C.mzXML
HILIC_pos
170821_Smp_1771_A.mzXML
HILIC_pos
170821_Smp_1771_B.mzXML
HILIC_pos
170821_Smp_1771_C.mzXML
HILIC_pos
170821_Smp_2021_A.mzXML
HILIC_pos
170821_Smp_2021_B.mzXML
HILIC_pos
170821_Smp_2021_C.mzXML
HILIC_pos
170821_Smp_449_A.mzXML
HILIC_pos
170821_Smp_449_B.mzXML
HILIC_pos
170821_Smp_449_C.mzXML
HILIC_pos
170821_Smp_As9601_A.mzXML
HILIC_pos
170821_Smp_As9601_B.mzXML
HILIC_pos
170821_Smp_As9601_C.mzXML
HILIC_pos
170821_Smp_Nat_A.mzXML
HILIC_pos
170821_Smp_Nat_B.mzXML
HILIC_pos
170821_Smp_Nat_C.mzXML
HILIC_pos
180130_Smp_Exp_1.mzXML
HILIC_pos
180130_Smp_Exp_2.mzXML
HILIC_pos
180130_Smp_Exp_3.mzXML
HILIC_pos
180227_Smp_3430_A.mzXML
HILIC_pos
180227_Smp_3430_B.mzXML
HILIC_pos
180227_Smp_3430_C.mzXML
RP_pos
161110_Smp_2090_A.mzXML
RP_pos
161110_Smp_2090_B.mzXML
RP_pos
161110_Smp_2090_C.mzXML
RP_pos
161110_Smp_371_A.mzXML
RP_pos
161110_Smp_371_B.mzXML
RP_pos
161110_Smp_371_C.mzXML
RP_pos
161110_Smp_Cy_A.mzXML
RP_pos
161110_Smp_Cy_B.mzXML
RP_pos
161110_Smp_Cy_C.mzXML
RP_pos
161110_Smp_To_A.mzXML
RP_pos
161110_Smp_To_B.mzXML
RP_pos
161110_Smp_To_C.mzXML
RP_pos
161110_Smp_Tp_A.mzXML
RP_pos
161110_Smp_Tp_E.mzXML
RP_pos
161110_Smp_Tp_F.mzXML
RP_pos
161118_Smp_7803_B.mzXML
RP_pos
161118_Smp_7803_F.mzXML
RP_pos
161118_Smp_8102_A.mzXML
RP_pos
161118_Smp_8102_F.mzXML
RP_pos
161118_Smp_8501_B.mzXML
RP_pos
161118_Smp_8501_C.mzXML
RP_pos
161118_Smp_8501_D.mzXML
RP_pos
161118_Smp_MED4_D.mzXML
RP_pos
161118_Smp_MED4_E.mzXML
RP_pos
161118_Smp_MED4_F.mzXML
RP_pos
170216_Smp_Np_A.mzXML
RP_pos
170216_Smp_Np_C.mzXML
RP_pos
170216_Smp_Np_F.mzXML
RP_pos
170216_Smp_Pc55x_A.mzXML
RP_pos
170216_Smp_Pc55x_B.mzXML
RP_pos
170216_Smp_Pc55x_C.mzXML
RP_pos
170216_Smp_Pt_C.mzXML
RP_pos
170216_Smp_Pt_F.mzXML
RP_pos
170828_Smp_1314P_A.mzXML
RP_pos
170828_Smp_1314P_B.mzXML
RP_pos
170828_Smp_1314P_C.mzXML
RP_pos
170828_Smp_1314_A.mzXML
RP_pos
170828_Smp_1314_B.mzXML
RP_pos
170828_Smp_1314_C.mzXML
RP_pos
170828_Smp_1545_A.mzXML
RP_pos
170828_Smp_1545_B.mzXML
RP_pos
170828_Smp_1545_C.mzXML
RP_pos
170828_Smp_1771_A.mzXML
RP_pos
170828_Smp_1771_B.mzXML
RP_pos
170828_Smp_1771_C.mzXML
RP_pos
170828_Smp_2021_A.mzXML
RP_pos
170828_Smp_2021_B.mzXML
RP_pos
170828_Smp_2021_C.mzXML
RP_pos
170828_Smp_449_A.mzXML
RP_pos
170828_Smp_449_B.mzXML
RP_pos
170828_Smp_449_C.mzXML
RP_pos
170828_Smp_As9601_A.mzXML
RP_pos
170828_Smp_As9601_B.mzXML
RP_pos
170828_Smp_As9601_C.mzXML
RP_pos
170828_Smp_Nat_A.mzXML
RP_pos
170828_Smp_Nat_B.mzXML
RP_pos
170828_Smp_Nat_C.mzXML
RP_pos
180131_Smp_Exp_1.mzXML
RP_pos
180131_Smp_Exp_2.mzXML
RP_pos
180131_Smp_Exp_3.mzXML
RP_pos
180302_Smp_3430_A.mzXML
RP_pos
180302_Smp_3430_B.mzXML
RP_pos
180302_Smp_3430_C.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 27
Returning 162 rows!
Extracted information for 162 samples.
Processing  ST002768
Initiating REDU-table generation for AN004504
Rest length is 36
no raw file key found.
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004505
Rest length is 36
no raw file key found.
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DMSO_72hpf_A.cdf
DMSO_72hpf_A_C18.cdf
DMSO_72hpf_B.cdf
DMSO_72hpf_B_C18.cdf
DMSO_72hpf_C.cdf
DMSO_72hpf_C_C18.cdf
DMSO_72hpf_D.cdf
DMSO_72hpf_E.cdf
DMSO_72hpf_E_C18.cdf
DMSO_72hpf_F.cdf
DMSO_72hpf_G.cdf
DMSO_72hpf_H.cdf
DMSO_72hpf_H_C18.cdf
DMSO_72hpf_I.cdf
DMSO_72hpf_I_C18.cdf
PFOS32_72hpf_A.cdf
PFOS32_72hpf_B.cdf
PFOS32_72hpf_B_C18.cdf
PFOS32_72hpf_C.cdf
PFOS32_72hpf_C_C18.cdf
PFOS32_72hpf_D.cdf
PFOS32_72hpf_E.cdf
PFOS32_72hpf_F.cdf
PFOS32_72hpf_G.cdf
PFOS32_72hpf_H.cdf
PFOS32_72hpf_H_C18.cdf
PFOS32_72hpf_I.cdf
PFOS32_72hpf_I_C18.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST003368
No raw data detected. Ignoring ST003368
Processing  ST001630
No raw data detected. Ignoring ST001630
Processing  ST003377
Initiating REDU-table generation for AN005529
Rest length is 14
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
05_10_24_Huh7freshmedia_delip_1.mzXML
05_10_24_Huh7freshmedia_delip_2.mzXML
05_10_24_Huh7freshmedia_delip_3.mzXML
05_10_24_Huh7freshmedia_delip_3_MS2.mzXML
05_10_24_Huh7spentmedia_delip_AAVS_1.mzXML
05_10_24_Huh7spentmedia_delip_AAVS_2.mzXML
05_10_24_Huh7spentmedia_delip_AAVS_2_MS2.mzXML
05_10_24_Huh7spentmedia_delip_AAVS_3.mzXML
05_10_24_Huh7spentmedia_delip_SPT3KO1_1.mzXML
05_10_24_Huh7spentmedia_delip_SPT3KO1_2.mzXML
05_10_24_Huh7spentmedia_delip_SPT3KO1_3.mzXML
05_10_24_Huh7spentmedia_delip_SPT3KO2_1.mzXML
05_10_24_Huh7spentmedia_delip_SPT3KO2_2.mzXML
05_10_24_Huh7spentmedia_delip_SPT3KO2_3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST001227
No raw data detected. Ignoring ST001227
Processing  ST002760
No raw data detected. Ignoring ST002760
Processing  ST002928
Initiating REDU-table generation for AN004802
Rest length is 76
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
TargetedBrainLipids
Negative
10_neg.raw
TargetedBrainLipids
Negative
11_neg.raw
TargetedBrainLipids
Negative
12_neg.raw
TargetedBrainLipids
Negative
13_neg.raw
TargetedBrainLipids
Negative
14_neg.raw
TargetedBrainLipids
Negative
15_neg.raw
TargetedBrainLipids
Negative
16_neg.raw
TargetedBrainLipids
Negative
17_neg.raw
TargetedBrainLipids
Negative
18_neg.raw
TargetedBrainLipids
Negative
19_neg.raw
TargetedBrainLipids
Negative
1_neg.raw
TargetedBrainLipids
Negative
20_neg.raw
TargetedBrainLipids
Negative
21_neg.raw
TargetedBrainLipids
Negative
22_neg.raw
TargetedBrainLipids
Negative
23_neg.raw
TargetedBrainLipids
Negative
24_neg.raw
TargetedBrainLipids
Negative
25_neg.raw
TargetedBrainLipids
Negative
26_neg.raw
TargetedBrainLipids
Negative
27_neg.raw
TargetedBrainLipids
Negative
28_neg.raw
TargetedBrainLipids
Negative
29_neg.raw
TargetedBrainLipids
Negative
2_neg.raw
TargetedBrainLipids
Negative
30_neg.raw
TargetedBrainLipids
Negative
31_neg.raw
TargetedBrainLipids
Negative
32_neg.raw
TargetedBrainLipids
Negative
33_neg.raw
TargetedBrainLipids
Negative
34_neg.raw
TargetedBrainLipids
Negative
35_neg.raw
TargetedBrainLipids
Negative
36_neg.raw
TargetedBrainLipids
Negative
37_neg.raw
TargetedBrainLipids
Negative
38_neg.raw
TargetedBrainLipids
Negative
39_neg.raw
TargetedBrainLipids
Negative
41_neg.raw
TargetedBrainLipids
Negative
42_neg.raw
TargetedBrainLipids
Negative
43_neg.raw
TargetedBrainLipids
Negative
45_neg.raw
TargetedBrainLipids
Negative
46_neg.raw
TargetedBrainLipids
Negative
47_neg.raw
TargetedBrainLipids
Negative
48_neg.raw
TargetedBrainLipids
Negative
49_neg.raw
TargetedBrainLipids
Negative
50_neg.raw
TargetedBrainLipids
Negative
51_neg.raw
TargetedBrainLipids
Negative
52_neg.raw
TargetedBrainLipids
Negative
53_neg.raw
TargetedBrainLipids
Negative
54_neg.raw
TargetedBrainLipids
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 14%|█▍        | 452/3150 [26:25<7:27:15,  9.95s/it] Negative
55_neg.raw
TargetedBrainLipids
Negative
56_neg.raw
TargetedBrainLipids
Negative
57_neg.raw
TargetedBrainLipids
Negative
58_neg.raw
TargetedBrainLipids
Negative
59_neg.raw
TargetedBrainLipids
Negative
5_neg.raw
TargetedBrainLipids
Negative
60_neg.raw
TargetedBrainLipids
Negative
61_neg.raw
TargetedBrainLipids
Negative
62_neg.raw
TargetedBrainLipids
Negative
63_neg.raw
TargetedBrainLipids
Negative
64_neg.raw
TargetedBrainLipids
Negative
65_neg.raw
TargetedBrainLipids
Negative
66_neg.raw
TargetedBrainLipids
Negative
67_neg.raw
TargetedBrainLipids
Negative
68_neg.raw
TargetedBrainLipids
Negative
69_neg.raw
TargetedBrainLipids
Negative
6_neg.raw
TargetedBrainLipids
Negative
70_neg.raw
TargetedBrainLipids
Negative
71_neg.raw
TargetedBrainLipids
Negative
73_neg.raw
TargetedBrainLipids
Negative
74_neg.raw
TargetedBrainLipids
Negative
75_neg.raw
TargetedBrainLipids
Negative
76_neg.raw
TargetedBrainLipids
Negative
77_neg.raw
TargetedBrainLipids
Negative
78_neg.raw
TargetedBrainLipids
Negative
79_neg.raw
TargetedBrainLipids
Negative
7_neg.raw
TargetedBrainLipids
Negative
80_neg.raw
TargetedBrainLipids
Negative
8_neg.raw
TargetedBrainLipids
Negative
9_neg.raw
TargetedBrainLipids
Positive
10_pos.raw
TargetedBrainLipids
Positive
11_pos.raw
TargetedBrainLipids
Positive
12_pos.raw
TargetedBrainLipids
Positive
13_pos.raw
TargetedBrainLipids
Positive
14_pos.raw
TargetedBrainLipids
Positive
15_pos.raw
TargetedBrainLipids
Positive
16_pos.raw
TargetedBrainLipids
Positive
17_pos.raw
TargetedBrainLipids
Positive
18_pos.raw
TargetedBrainLipids
Positive
19_pos.raw
TargetedBrainLipids
Positive
1_pos.raw
TargetedBrainLipids
Positive
20_pos.raw
TargetedBrainLipids
Positive
21_pos.raw
TargetedBrainLipids
Positive
22_pos.raw
TargetedBrainLipids
Positive
23_pos.raw
TargetedBrainLipids
Positive
24_pos.raw
TargetedBrainLipids
Positive
25_pos.raw
TargetedBrainLipids
Positive
26_pos.raw
TargetedBrainLipids
Positive
27_pos.raw
TargetedBrainLipids
Positive
28_pos.raw
TargetedBrainLipids
Positive
29_pos.raw
TargetedBrainLipids
Positive
2_pos.raw
TargetedBrainLipids
Positive
30_pos.raw
TargetedBrainLipids
Positive
31_pos.raw
TargetedBrainLipids
Positive
32_pos.raw
TargetedBrainLipids
Positive
33_pos.raw
TargetedBrainLipids
Positive
34_pos.raw
TargetedBrainLipids
Positive
35_pos.raw
TargetedBrainLipids
Positive
36_pos.raw
TargetedBrainLipids
Positive
37_pos.raw
TargetedBrainLipids
Positive
38_pos.raw
TargetedBrainLipids
Positive
39_pos.raw
TargetedBrainLipids
Positive
41_pos.raw
TargetedBrainLipids
Positive
42_pos.raw
TargetedBrainLipids
Positive
43_pos.raw
TargetedBrainLipids
Positive
45_pos.raw
TargetedBrainLipids
Positive
46_pos.raw
TargetedBrainLipids
Positive
47_pos.raw
TargetedBrainLipids
Positive
48_pos.raw
TargetedBrainLipids
Positive
49_pos.raw
TargetedBrainLipids
Positive
50_pos.raw
TargetedBrainLipids
Positive
51_pos.raw
TargetedBrainLipids
Positive
52_pos.raw
TargetedBrainLipids
Positive
53_pos.raw
TargetedBrainLipids
Positive
54_pos.raw
TargetedBrainLipids
Positive
55_pos.raw
TargetedBrainLipids
Positive
56_pos.raw
TargetedBrainLipids
Positive
57_pos.raw
TargetedBrainLipids
Positive
58_pos.raw
TargetedBrainLipids
Positive
59_pos.raw
TargetedBrainLipids
Positive
5_pos.raw
TargetedBrainLipids
Positive
60_pos.raw
TargetedBrainLipids
Positive
61_pos.raw
TargetedBrainLipids
Positive
62_pos.raw
TargetedBrainLipids
Positive
63_pos.raw
TargetedBrainLipids
Positive
64_pos.raw
TargetedBrainLipids
Positive
65_pos.raw
TargetedBrainLipids
Positive
66_pos.raw
TargetedBrainLipids
Positive
67_pos.raw
TargetedBrainLipids
Positive
68_pos.raw
TargetedBrainLipids
Positive
69_pos.raw
TargetedBrainLipids
Positive
6_pos.raw
TargetedBrainLipids
Positive
70_pos.raw
TargetedBrainLipids
Positive
71_pos.raw
TargetedBrainLipids
Positive
73_pos.raw
TargetedBrainLipids
Positive
74_pos.raw
TargetedBrainLipids
Positive
75_pos.raw
TargetedBrainLipids
Positive
76_pos.raw
TargetedBrainLipids
Positive
77_pos.raw
TargetedBrainLipids
Positive
78_pos.raw
TargetedBrainLipids
Positive
79_pos.raw
TargetedBrainLipids
Positive
7_pos.raw
TargetedBrainLipids
Positive
80_pos.raw
TargetedBrainLipids
Positive
8_pos.raw
TargetedBrainLipids
Positive
9_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 150 rows!
Extracted information for 150 samples.
Processing  ST002151
Initiating REDU-table generation for AN003522
Rest length is 344
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/344 [00:00<?, ?it/s]

Mapping potential matches:  13%|█▎        | 45/344 [00:00<00:00, 445.43it/s]

Mapping potential matches:  26%|██▌       | 90/344 [00:00<00:00, 447.89it/s]

Mapping potential matches:  40%|███▉      | 136/344 [00:00<00:00, 451.77it/s]

Mapping potential matches:  53%|█████▎    | 182/344 [00:00<00:00, 452.93it/s]

Mapping potential matches:  66%|██████▋   | 228/344 [00:00<00:00, 453.68it/s]

Mapping potential matches:  80%|███████▉  | 274/344 [00:00<00:00, 453.96it/s]

Mapping potential matches:  93%|█████████▎| 320/344 [00:00<00:00, 452.72it/s]
Mapping potential matches: 100%|██████████| 344/344 [00:00<00:00, 452.02it/s]

 14%|█▍        | 453/3150 [26:27<6:28:53,  8.65s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001110
Initiating REDU-table generation for AN001804
Rest length is 97
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/22 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 22/22 [00:00<00:00, 293.91it/s]

 14%|█▍        | 454/3150 [26:27<5:23:28,  7.20s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001049
No raw data detected. Ignoring ST001049
Processing  ST002653
Initiating REDU-table generation for AN004325
Rest length is 86
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/86 [00:00<?, ?it/s]

Mapping potential matches:  45%|████▌     | 39/86 [00:00<00:00, 380.77it/s]

Mapping potential matches:  91%|█████████ | 78/86 [00:00<00:00, 383.31it/s]
Mapping potential matches: 100%|██████████| 86/86 [00:00<00:00, 382.62it/s]

 14%|█▍        | 456/3150 [26:28<3:39:28,  4.89s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002716
Initiating REDU-table generation for AN004403
Rest length is 64
raw file key found.
Initiating REDU-table generation for AN004404
Rest length is 64
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
12_40.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
13_34.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
14_22.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
17_57.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
18_23.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
19_18.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
20_14.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
22_2.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
23_60.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
24_10.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
25_55.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
27_28.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
28_47.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
29_8.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
2_3.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
30_70.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
33_63.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
34_69.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
37_4.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
38_68.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
39_61.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
3_6.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
42_49.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
43_48.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
44_59.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
45_65.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
47_54.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
48_36.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
49_33.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
4_19.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
50_20.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
52_62.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
54_66.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
55_31.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
57_17.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
59_24.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
60_50.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
62_77.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
63_35.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
64_43.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
67_56.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
68_30.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
69_76.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
70_13.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
72_25.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
73_67.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
74_71.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
75_75.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
78_15.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
79_11.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
7_72.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
80_53.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
82_37.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
83_1.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
84_32.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
87_29.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
88_44.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
89_39.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
8_38.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
90_45.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
92_21.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
93_73.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
94_7.mzML
LVvsRV_2018_metaboite_raw_data
AMIDE metabolites LVvsRV mzML
9_52.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
12_40.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
13_34.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
14_22.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
17_57.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
18_23.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
19_18.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
20_14.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
22_2.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
23_60.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
24_10.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
25_55.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
27_28.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
28_47.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
29_8.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
2_3.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
30_70.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
33_63.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
34_69.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
37_4.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
38_68.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
39_61.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
3_6.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
42_49.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
43_48.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
44_59.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
45_65.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
47_54.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
48_36.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
49_33.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
4_19.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
50_20.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 457/3150 [26:33<3:36:26,  4.82s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 459/3150 [26:36<2:42:29,  3.62s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 460/3150 [26:39<2:44:02,  3.66s/it]
52_62.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
54_66.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
55_31.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
57_17.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
59_24.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
60_50.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
62_77.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
63_35.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
64_43.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
67_56.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
68_30.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
69_76.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
70_13.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
72_25.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
73_67.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
74_71.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
75_75.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
78_15.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
79_11.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
7_72.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
80_53.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
82_37.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
83_1.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
84_32.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
87_29.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
88_44.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
89_39.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
8_38.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
90_45.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
92_21.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
93_73.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
94_7.mzML
LVvsRV_2018_metaboite_raw_data
HILIC metabolites LVvsRV mzML
9_52.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 128 rows!
Extracted information for 128 samples.
Processing  ST001308
No raw data detected. Ignoring ST001308
Processing  ST001122
Initiating REDU-table generation for AN001847
Rest length is 43
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
IC10_31.raw
IC11_32.raw
IC12_33.raw
IC13_34.raw
IC14_35.raw
IC15_36.raw
IC16_37.raw
IC17_38.raw
IC18_39.raw
IC19_40.raw
IC1_22.raw
IC20_41.raw
IC21_42.raw
IC22_43.raw
IC24_45.raw
IC25_46.raw
IC26_47.raw
IC27_48.raw
IC28_49.raw
IC29_50.raw
IC2_23.raw
IC30_51.raw
IC31_52.raw
IC33_54.raw
IC34_55.raw
IC35_56.raw
IC36_57.raw
IC37_58.raw
IC38_59.raw
IC39_60.raw
IC3_24.raw
IC40_61.raw
IC41_62.raw
IC42_63.raw
IC43_64.raw
IC4_25.raw
IC5_26.raw
IC6_27.raw
IC7_28.raw
IC8_29.raw
IC9_30.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 41 rows!
Extracted information for 41 samples.
Processing  ST002515
Initiating REDU-table generation for AN004142
Rest length is 114
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
agilent_raw
mzML
Blank_01.mzML
agilent_raw
mzML
Blank_02.mzML
agilent_raw
mzML
Blank_03.mzML
agilent_raw
mzML
Blank_04.mzML
agilent_raw
mzML
Blank_05.mzML
agilent_raw
mzML
P1-A01.mzML
agilent_raw
mzML
P1-A02.mzML
agilent_raw
mzML
P1-A03.mzML
agilent_raw
mzML
P1-A04.mzML
agilent_raw
mzML
P1-A05.mzML
agilent_raw
mzML
P1-A06.mzML
agilent_raw
mzML
P1-A07.mzML
agilent_raw
mzML
P1-A08.mzML
agilent_raw
mzML
P1-A09.mzML
agilent_raw
mzML
P1-A10.mzML
agilent_raw
mzML
P1-A11.mzML
agilent_raw
mzML
P1-A12.mzML
agilent_raw
mzML
P1-B01.mzML
agilent_raw
mzML
P1-B02.mzML
agilent_raw
mzML
P1-B03.mzML
agilent_raw
mzML
P1-B04.mzML
agilent_raw
mzML
P1-B05.mzML
agilent_raw
mzML
P1-B06.mzML
agilent_raw
mzML
P1-B07.mzML
agilent_raw
mzML
P1-B08.mzML
agilent_raw
mzML
P1-B09.mzML
agilent_raw
mzML
P1-B10.mzML
agilent_raw
mzML
P1-B11.mzML
agilent_raw
mzML
P1-B12.mzML
agilent_raw
mzML
P1-C01.mzML
agilent_raw
mzML
P1-C02.mzML
agilent_raw
mzML
P1-C03.mzML
agilent_raw
mzML
P1-C04.mzML
agilent_raw
mzML
P1-C05.mzML
agilent_raw
mzML
P1-C06.mzML
agilent_raw
mzML
P1-C07.mzML
agilent_raw
mzML
P1-C08.mzML
agilent_raw
mzML
P1-C09.mzML
agilent_raw
mzML
P1-C10.mzML
agilent_raw
mzML
P1-C11.mzML
agilent_raw
mzML
P1-C12.mzML
agilent_raw
mzML
P1-D01.mzML
agilent_raw
mzML
P1-D02.mzML
agilent_raw
mzML
P1-D03.mzML
agilent_raw
mzML
P1-D04.mzML
agilent_raw
mzML
P1-D05.mzML
agilent_raw
mzML
P1-D06.mzML
agilent_raw
mzML
P1-D07.mzML
agilent_raw
mzML
P1-D08.mzML
agilent_raw
mzML
P1-D09.mzML
agilent_raw
mzML
P1-D10.mzML
agilent_raw
mzML
P1-D11.mzML
agilent_raw
mzML
P1-D12.mzML
agilent_raw
mzML
P1-E01.mzML
agilent_raw
mzML
P1-E02.mzML
agilent_raw
mzML
P1-E03.mzML
agilent_raw
mzML
P1-E04.mzML
agilent_raw
mzML
P1-E05.mzML
agilent_raw
mzML
P1-E06.mzML
agilent_raw
mzML
P1-E07.mzML
agilent_raw
mzML
P1-E08.mzML
agilent_raw
mzML
P1-E09.mzML
agilent_raw
mzML
P1-E10.mzML
agilent_raw
mzML
P1-E11.mzML
agilent_raw
mzML
P1-E12.mzML
agilent_raw
mzML
P1-F01.mzML
agilent_raw
mzML
P1-F02.mzML
agilent_raw
mzML
P1-F03.mzML
agilent_raw
mzML
P1-F04.mzML
agilent_raw
mzML
P1-F05.mzML
agilent_raw
mzML
P1-F06.mzML
agilent_raw
mzML
P1-F07.mzML
agilent_raw
mzML
P1-F08.mzML
agilent_raw
mzML
P1-F09.mzML
agilent_raw
mzML
P1-F10.mzML
agilent_raw
mzML
P1-F11.mzML
agilent_raw
mzML
P1-G01.mzML
agilent_raw
mzML
P1-G02.mzML
agilent_raw
mzML
P1-G03.mzML
agilent_raw
mzML
P1-G04.mzML
agilent_raw
mzML
P1-G05.mzML
agilent_raw
mzML
P1-G06.mzML
agilent_raw
mzML
P1-G07.mzML
agilent_raw
mzML
P1-G08.mzML
agilent_raw
mzML
P1-G09.mzML
agilent_raw
mzML
P1-G10.mzML
agilent_raw
mzML
P1-G11.mzML
agilent_raw
mzML
PooledQC_01.mzML
agilent_raw
mzML
PooledQC_02.mzML
agilent_raw
mzML
PooledQC_03.mzML
agilent_raw
mzML
Std_PBSSt_01.mzML
agilent_raw
mzML
Std_PBSSt_02.mzML
agilent_raw
mzML
Std_PBSSt_03.mzML
agilent_raw
mzML
Std_PBSSt_04.mzML
agilent_raw
mzML
Std_PBSSt_05.mzML
agilent_raw
mzML
Std_PBSSt_06.mzML
agilent_raw
mzML
Std_PBSSt_07.mzML
agilent_raw
mzML
Std_PBSSt_08.mzML
agilent_raw
mzML
Std_PBSSt_09.mzML
agilent_raw
mzML
Std_PBSSt_10.mzML
agilent_raw
mzML
Std_PBSSt_11.mzML
agilent_raw
mzML
Std_PBSSt_12.mzML
agilent_raw
mzML
Std_mSt_01.mzML
agilent_raw
mzML
Std_mSt_02.mzML
agilent_raw
mzML
Std_mSt_03.mzML
agilent_raw
mzML
Std_mSt_04.mzML
agilent_raw
mzML
Std_mSt_05.mzML
agilent_raw
mzML
Std_mSt_06.mzML
agilent_raw
mzML
Std_mSt_07.mzML
agilent_raw
mzML
Std_mSt_08.mzML
agilent_raw
mzML
Std_mSt_09.mzML
agilent_raw
mzML
Std_mSt_10.mzML
agilent_raw
mzML
Std_mSt_11.mzML
agilent_raw
mzML
Std_mSt_12.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 114 rows!
Extracted information for 114 samples.
Processing  ST003347
Initiating REDU-table generation for AN005482
Rest length is 35
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ADSL
BT02-001.raw
ADSL
BT02-002.raw
ADSL
BT02-003.raw
ADSL
BT02-004.raw
ADSL
BT02-005.raw
ADSL
BT02-006.raw
ADSL
BT02-007.raw
ADSL
BT02-008.raw
ADSL
BT02-009.raw
ADSL
BT02-010.raw
ADSL
BT02-011.raw
ADSL
BT02-012.raw
ADSL
BT02-013.raw
ADSL
BT02-014.raw
ADSL
BT02-015.raw
ADSL
BT02-021.raw
ADSL
BT02-022.raw
ADSL
BT02-023.raw
ADSL
BT02-024.raw
ADSL
BT02-025.raw
ADSL
BT02-026.raw
ADSL
BT02-027.raw
ADSL
BT02-028.raw
ADSL
BT02-029.raw
ADSL
BT02-030.raw
ADSL
BT02-031.raw
ADSL
BT02-032.raw
ADSL
BT02-033.raw
ADSL
BT02-034.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 461/3150 [26:42<2:37:10,  3.51s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 462/3150 [26:46<2:41:38,  3.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 463/3150 [26:49<2:34:35,  3.45s/it]
ADSL
BT02-035.raw
ADSL
BT02-036.raw
ADSL
BT02-037.raw
ADSL
BT02-038.raw
ADSL
BT02-039.raw
ADSL
BT02-040.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 35 rows!
Extracted information for 35 samples.
Processing  ST002503
Initiating REDU-table generation for AN004112
Rest length is 48
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004113
Rest length is 48
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004114
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO1n_05.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO1n_13.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO1n_21.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO1p_07.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO1p_15.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO1p_23.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO3n_06.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO3n_14.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO3n_22.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO3p_08.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO3p_16.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_KO3p_24.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT1n_01.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT1n_09.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT1n_17.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT1p_03.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT1p_11.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT1p_19.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT3n_02.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT3n_10.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT3n_18.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT3p_04.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT3p_12.mzML
Nada_Exosomes_mzML
Agilent
HSS_Nada_Exo_Pos_IPA_WT3p_20.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST001757
Initiating REDU-table generation for AN002862
Rest length is 48
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002863
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
serum_Neg_CN_30A1A_M.mzXML
serum_Neg_CN_30A1B_M.mzXML
serum_Neg_CN_30A1C_M.mzXML
serum_Neg_CN_30A2A_M.mzXML
serum_Neg_CN_30A2B_M.mzXML
serum_Neg_CN_30A2C_M.mzXML
serum_Neg_CN_9A1C_F.mzXML
serum_Neg_CN_9A2A_F.mzXML
serum_Neg_CN_9A2B_F.mzXML
serum_Neg_CN_9A2C_F.mzXML
serum_Neg_CN_9A2D_F.mzXML
serum_Neg_CN_9A2E_F.mzXML
serum_Neg_GF_27F2.mzXML
serum_Neg_GF_27F3.mzXML
serum_Neg_GF_27F4.mzXML
serum_Neg_GF_27F5.mzXML
serum_Neg_GF_27F6.mzXML
serum_Neg_GF_27F7.mzXML
serum_Neg_GF_27M1.mzXML
serum_Neg_GF_27M2.mzXML
serum_Neg_GF_27M5.mzXML
serum_Neg_GF_27M7.mzXML
serum_Neg_GF_27M8.mzXML
serum_Neg_GF_27M9.mzXML
serum_Pos_CN_30A1A_M.mzXML
serum_Pos_CN_30A1B_M.mzXML
serum_Pos_CN_30A1C_M.mzXML
serum_Pos_CN_30A2A_M.mzXML
serum_Pos_CN_30A2B_M.mzXML
serum_Pos_CN_30A2C_M.mzXML
serum_Pos_CN_9A1C_F.mzXML
serum_Pos_CN_9A2A_F.mzXML
serum_Pos_CN_9A2B_F.mzXML
serum_Pos_CN_9A2C_F.mzXML
serum_Pos_CN_9A2D_F.mzXML
serum_Pos_CN_9A2E_F.mzXML
serum_Pos_GF_27F2.mzXML
serum_Pos_GF_27F3.mzXML
serum_Pos_GF_27F4.mzXML
serum_Pos_GF_27F5.mzXML
serum_Pos_GF_27F6.mzXML
serum_Pos_GF_27F7.mzXML
serum_Pos_GF_27M1.mzXML
serum_Pos_GF_27M2.mzXML
serum_Pos_GF_27M5.mzXML
serum_Pos_GF_27M7.mzXML
serum_Pos_GF_27M8.mzXML
serum_Pos_GF_27M9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST003141
No raw data detected. Ignoring ST003141
Processing  ST001667
Initiating REDU-table generation for AN002719
Rest length is 108
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/108 [00:00<?, ?it/s]

Mapping potential matches:  22%|██▏       | 24/108 [00:00<00:00, 229.81it/s]

Mapping potential matches:  44%|████▎     | 47/108 [00:00<00:00, 228.07it/s]

Mapping potential matches:  65%|██████▍   | 70/108 [00:00<00:00, 220.32it/s]

Mapping potential matches:  86%|████████▌ | 93/108 [00:00<00:00, 215.88it/s]
Mapping potential matches: 100%|██████████| 108/108 [00:00<00:00, 220.30it/s]

 15%|█▍        | 465/3150 [26:50<1:38:43,  2.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 466/3150 [26:53<1:46:35,  2.38s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 468/3150 [26:56<1:25:23,  1.91s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 470/3150 [27:00<1:28:02,  1.97s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002874
Initiating REDU-table generation for AN004711
Rest length is 117
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LC_KP-Validation
RAW_Data
LN106.raw
LC_KP-Validation
RAW_Data
LN123.raw
LC_KP-Validation
RAW_Data
LN165.raw
LC_KP-Validation
RAW_Data
LN170.raw
LC_KP-Validation
RAW_Data
LN18.raw
LC_KP-Validation
RAW_Data
LN197.raw
LC_KP-Validation
RAW_Data
LN222.raw
LC_KP-Validation
RAW_Data
LN236.raw
LC_KP-Validation
RAW_Data
LN239.raw
LC_KP-Validation
RAW_Data
LN243.raw
LC_KP-Validation
RAW_Data
LN249.raw
LC_KP-Validation
RAW_Data
LN250.raw
LC_KP-Validation
RAW_Data
LN257.raw
LC_KP-Validation
RAW_Data
LN268.raw
LC_KP-Validation
RAW_Data
LN269.raw
LC_KP-Validation
RAW_Data
LN272.raw
LC_KP-Validation
RAW_Data
LN275.raw
LC_KP-Validation
RAW_Data
LN276.raw
LC_KP-Validation
RAW_Data
LN277.raw
LC_KP-Validation
RAW_Data
LN288.raw
LC_KP-Validation
RAW_Data
LN291.raw
LC_KP-Validation
RAW_Data
LN294.raw
LC_KP-Validation
RAW_Data
LN343.raw
LC_KP-Validation
RAW_Data
LN362.raw
LC_KP-Validation
RAW_Data
LN369.raw
LC_KP-Validation
RAW_Data
LN404.raw
LC_KP-Validation
RAW_Data
LN405.raw
LC_KP-Validation
RAW_Data
LN45.raw
LC_KP-Validation
RAW_Data
LN470.raw
LC_KP-Validation
RAW_Data
LN473.raw
LC_KP-Validation
RAW_Data
LN476.raw
LC_KP-Validation
RAW_Data
LN48.raw
LC_KP-Validation
RAW_Data
LN5.raw
LC_KP-Validation
RAW_Data
LN503.raw
LC_KP-Validation
RAW_Data
LN55.raw
LC_KP-Validation
RAW_Data
LN564.raw
LC_KP-Validation
RAW_Data
LN57.raw
LC_KP-Validation
RAW_Data
LN59.raw
LC_KP-Validation
RAW_Data
LN616.raw
LC_KP-Validation
RAW_Data
LN699.raw
LC_KP-Validation
RAW_Data
LN7.raw
LC_KP-Validation
RAW_Data
LN709.raw
LC_KP-Validation
RAW_Data
LN74.raw
LC_KP-Validation
RAW_Data
LN75.raw
LC_KP-Validation
RAW_Data
LN799.raw
LC_KP-Validation
RAW_Data
LN803.raw
LC_KP-Validation
RAW_Data
LN805.raw
LC_KP-Validation
RAW_Data
LN809.raw
LC_KP-Validation
RAW_Data
LN818.raw
LC_KP-Validation
RAW_Data
LN828.raw
LC_KP-Validation
RAW_Data
LN834.raw
LC_KP-Validation
RAW_Data
LN845.raw
LC_KP-Validation
RAW_Data
LN855.raw
LC_KP-Validation
RAW_Data
LN870.raw
LC_KP-Validation
RAW_Data
LN871.raw
LC_KP-Validation
RAW_Data
LN882.raw
LC_KP-Validation
RAW_Data
LN886.raw
LC_KP-Validation
RAW_Data
LN893.raw
LC_KP-Validation
RAW_Data
LN912.raw
LC_KP-Validation
RAW_Data
LN925.raw
LC_KP-Validation
RAW_Data
LN937.raw
LC_KP-Validation
RAW_Data
LN949.raw
LC_KP-Validation
RAW_Data
LN953.raw
LC_KP-Validation
RAW_Data
LN961.raw
LC_KP-Validation
RAW_Data
normal108197.raw
LC_KP-Validation
RAW_Data
normal16799.raw
LC_KP-Validation
RAW_Data
normal171808.raw
LC_KP-Validation
RAW_Data
normal190667.raw
LC_KP-Validation
RAW_Data
normal219541.raw
LC_KP-Validation
RAW_Data
normal228443.raw
LC_KP-Validation
RAW_Data
normal275182.raw
LC_KP-Validation
RAW_Data
normal282901.raw
LC_KP-Validation
RAW_Data
normal297429.raw
LC_KP-Validation
RAW_Data
normal300195.raw
LC_KP-Validation
RAW_Data
normal302449.raw
LC_KP-Validation
RAW_Data
normal303739.raw
LC_KP-Validation
RAW_Data
normal304786.raw
LC_KP-Validation
RAW_Data
normal309354.raw
LC_KP-Validation
RAW_Data
normal309427.raw
LC_KP-Validation
RAW_Data
normal328154.raw
LC_KP-Validation
RAW_Data
normal346675.raw
LC_KP-Validation
RAW_Data
normal350796.raw
LC_KP-Validation
RAW_Data
normal358762.raw
LC_KP-Validation
RAW_Data
normal358797.raw
LC_KP-Validation
RAW_Data
normal362875.raw
LC_KP-Validation
RAW_Data
normal367346.raw
LC_KP-Validation
RAW_Data
normal374393.raw
LC_KP-Validation
RAW_Data
normal376701.raw
LC_KP-Validation
RAW_Data
normal378194.raw
LC_KP-Validation
RAW_Data
normal386006.raw
LC_KP-Validation
RAW_Data
normal388793.raw
LC_KP-Validation
RAW_Data
normal391263.raw
LC_KP-Validation
RAW_Data
normal392456.raw
LC_KP-Validation
RAW_Data
normal398659.raw
LC_KP-Validation
RAW_Data
normal408913.raw
LC_KP-Validation
RAW_Data
normal409863.raw
LC_KP-Validation
RAW_Data
normal414999.raw
LC_KP-Validation
RAW_Data
normal418242.raw
LC_KP-Validation
RAW_Data
normal420689.raw
LC_KP-Validation
RAW_Data
normal422436.raw
LC_KP-Validation
RAW_Data
normal425168.raw
LC_KP-Validation
RAW_Data
normal425621.raw
LC_KP-Validation
RAW_Data
normal434728.raw
LC_KP-Validation
RAW_Data
normal438685.raw
LC_KP-Validation
RAW_Data
normal441384.raw
LC_KP-Validation
RAW_Data
normal446904.raw
LC_KP-Validation
RAW_Data
normal449032.raw
LC_KP-Validation
RAW_Data
normal454125.raw
LC_KP-Validation
RAW_Data
normal456977.raw
LC_KP-Validation
RAW_Data
normal462020.raw
LC_KP-Validation
RAW_Data
normal463329.raw
LC_KP-Validation
RAW_Data
normal469548.raw
LC_KP-Validation
RAW_Data
normal470457.raw
LC_KP-Validation
RAW_Data
normal502839.raw
LC_KP-Validation
RAW_Data
normal521337.raw
LC_KP-Validation
RAW_Data
normal61921.raw
LC_KP-Validation
RAW_Data
normal64947.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 117 rows!
Extracted information for 117 samples.
Processing  ST002097
No raw data detected. Ignoring ST002097
Processing  ST002218
Initiating REDU-table generation for AN003627
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LV17
LV17-01.raw
LV17
LV17-02.raw
LV17
LV17-03.raw
LV17
LV17-04.raw
LV17
LV17-05.raw
LV17
LV17-06.raw
LV17
LV17-07.raw
LV17
LV17-08.raw
LV17
LV17-09.raw
LV17
LV17-10.raw
LV17
LV17-11.raw
LV17
LV17-12.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST001980
No raw data detected. Ignoring ST001980
Processing  ST001297
Initiating REDU-table generation for AN002158
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN002159
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN002160
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN002161
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
High_1.raw
High_2.raw
High_3.raw
High_4.raw
High_5.raw
Low_1.raw
Low_2.raw
Low_3.raw
Low_4.raw
Low_5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST003210
Initiating REDU-table generation for AN005262
Rest length is 112
raw file key found.
Initiating REDU-table generation for AN005263
Rest length is 112
raw file key found.
Initiating REDU-table generation for AN005264
Rest length is 112
raw file key found.
Initiating REDU-table generation for AN005265
Rest length is 112
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Single cells vs Cell clusters
MDA-MB-231_Blank-NPC-01.mzML
Single cells vs Cell clusters
MDA-MB-231_Blank-NPC-02.mzML
Single cells vs Cell clusters/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 471/3150 [27:05<2:01:41,  2.73s/it]
MDA-MB-231_Blank-NPC-03.mzML
Single cells vs Cell clusters
MDA-MB-231_Blank-RPC-01.mzML
Single cells vs Cell clusters
MDA-MB-231_Blank-RPC-02.mzML
Single cells vs Cell clusters
MDA-MB-231_Blank-RPC-03.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-01.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-02.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-03.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-04.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-05.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-06.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-07.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-08.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-09.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-NPC-10.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-01.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-02.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-03.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-04.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-05.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-06.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-07.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-08.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-09.mzML
Single cells vs Cell clusters
MDA-MB-231_Cell_clusters-RPC-10.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-NPC-01.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-NPC-02.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-NPC-03.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-NPC-04.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-NPC-05.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-RPC-01.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-RPC-02.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-RPC-03.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-RPC-04.mzML
Single cells vs Cell clusters
MDA-MB-231_QCs-RPC-05.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-01.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-02.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-03.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-04.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-05.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-06.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-07.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-08.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-09.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-NPC-10.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-01.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-02.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-03.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-04.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-05.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-06.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-07.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-08.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-09.mzML
Single cells vs Cell clusters
MDA-MB-231_Single_cells-RPC-10.mzML
Single cells vs Cell clusters
MDA-MB-453_Blank-NPC-01.mzML
Single cells vs Cell clusters
MDA-MB-453_Blank-NPC-02.mzML
Single cells vs Cell clusters
MDA-MB-453_Blank-NPC-03.mzML
Single cells vs Cell clusters
MDA-MB-453_Blank-RPC-01.mzML
Single cells vs Cell clusters
MDA-MB-453_Blank-RPC-02.mzML
Single cells vs Cell clusters
MDA-MB-453_Blank-RPC-03.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-01.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-02.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-03.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-04.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-05.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-06.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-07.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-08.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-09.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-NPC-10.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-01.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-02.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-03.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-04.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-05.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-06.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-07.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-08.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-09.mzML
Single cells vs Cell clusters
MDA-MB-453_Cell_clusters-RPC-10.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-NPC-01.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-NPC-02.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-NPC-03.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-NPC-04.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-NPC-05.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-RPC-01.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-RPC-02.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-RPC-03.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-RPC-04.mzML
Single cells vs Cell clusters
MDA-MB-453_QCs-RPC-05.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-01.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-02.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-03.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-04.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-05.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-06.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-07.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-08.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-09.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-NPC-10.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-01.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-02.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-03.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-04.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-05.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-06.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-07.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-08.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-09.mzML
Single cells vs Cell clusters
MDA-MB-453_Single_cells-RPC-10.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 112 rows!
Extracted information for 112 samples.
Processing  ST001423
Initiating REDU-table generation for AN002380
Rest length is 494
raw file key found.
Initiating REDU-table generation for AN002381
Rest length is 494
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
hilicpos
VT_160715_M198_001.raw
hilicpos
VT_160715_M198_007.raw
hilicpos
VT_160715_M198_013.raw
hilicpos
VT_160715_M198_019.raw
hilicpos
VT_160715_M198_025.raw
hilicpos
VT_160715_M198_031.raw
hilicpos
VT_160715_M198_037.raw
hilicpos
VT_160715_M198_043.raw
hilicpos
VT_160715_M198_049.raw
hilicpos
VT_160715_M198_055.raw
hilicpos
VT_160715_M198_061.raw
hilicpos
VT_160715_M198_067.raw
hilicpos
VT_160715_M198_073.raw
hilicpos
VT_160715_M198_079.raw
hilicpos
VT_160715_M198_085.raw
hilicpos
VT_160715_M198_091.raw
hilicpos
VT_160715_M198_097.raw
hilicpos
VT_160715_M198_103.raw
hilicpos
VT_160715_M198_109.raw
hilicpos
VT_160715_M198_115.raw
hilicpos
VT_160715_M198_121.raw
hilicpos
VT_160715_M198_127.raw
hilicpos
VT_160715_M198_133.raw
hilicpos
VT_160715_M198_139.raw
hilicpos
VT_160716_M198_001.raw
hilicpos
VT_160716_M198_007.raw
hilicpos
VT_160716_M198_013.raw
hilicpos
VT_160716_M198_019.raw
hilicpos
VT_160716_M198_025.raw
hilicpos
VT_160716_M198_031.raw
hilicpos
VT_160716_M198_037.raw
hilicpos
VT_160716_M198_043.raw
hilicpos
VT_160716_M198_049.raw
hilicpos
VT_160716_M198_055.raw
hilicpos
VT_160716_M198_061.raw
hilicpos
VT_160716_M198_067.raw
hilicpos
VT_160716_M198_073.raw
hilicpos
VT_160716_M198_079.raw
hilicpos
VT_160716_M198_085.raw
hilicpos
VT_160716_M198_091.raw
hilicpos
VT_160716_M198_097.raw
hilicpos
VT_160716_M198_103.raw
hilicpos
VT_160716_M198_109.raw
hilicpos
VT_160716_M198_115.raw
hilicpos
VT_160716_M198_121.raw
hilicpos
VT_160716_M198_127.raw
hilicpos
VT_160717_M198_001.raw
hilicpos
VT_160717_M198_007.raw
hilicpos
VT_160717_M198_013.raw
hilicpos
VT_160717_M198_019.raw
hilicpos
VT_160717_M198_025.raw
hilicpos
VT_160717_M198_031.raw
hilicpos
VT_160717_M198_037.raw
hilicpos
VT_160717_M198_043.raw
hilicpos
VT_160717_M198_049.raw
hilicpos
VT_160717_M198_055.raw
hilicpos
VT_160717_M198_061.raw
hilicpos
VT_160717_M198_067.raw
hilicpos
VT_160717_M198_073.raw
hilicpos
VT_160717_M198_079.raw
hilicpos
VT_160717_M198_085.raw
hilicpos
VT_160717_M198_091.raw
hilicpos
VT_160717_M198_097.raw
hilicpos
VT_160717_M198_103.raw
hilicpos
VT_160717_M198_109.raw
hilicpos
VT_160717_M198_115.raw
hilicpos
VT_160717_M198_121.raw
hilicpos
VT_160717_M198_127.raw
hilicpos
VT_160718_M198_001.raw
hilicpos
VT_160718_M198_007.raw
hilicpos
VT_160718_M198_013.raw
hilicpos
VT_160718_M198_019.raw
hilicpos
VT_160718_M198_025.raw
hilicpos
VT_160718_M198_031.raw
hilicpos
VT_160718_M198_037.raw
hilicpos
VT_160718_M198_043.raw
hilicpos
VT_160718_M198_049.raw
hilicpos
VT_160718_M198_055.raw
hilicpos
VT_160718_M198_061.raw
hilicpos
VT_160718_M198_067.raw
hilicpos
VT_160718_M198_073.raw
hilicpos
VT_160718_M198_079.raw
hilicpos
VT_160718_M198_085.raw
hilicpos
VT_160718_M198_091.raw
hilicpos
VT_160718_M198_097.raw
hilicpos
VT_160718_M198_103.raw
hilicpos
VT_160718_M198_109.raw
hilicpos
VT_160718_M198_115.raw
hilicpos
VT_160718_M198_121.raw
hilicpos
VT_160718_M198_127.raw
hilicpos
VT_160720_M198_001.raw
hilicpos
VT_160720_M198_007.raw
hilicpos
VT_160720_M198_013.raw
hilicpos
VT_160720_M198_019.raw
hilicpos
VT_160720_M198_025.raw
hilicpos
VT_160720_M198_031.raw
hilicpos
VT_160720_M198_037.raw
hilicpos
VT_160720_M198_043.raw
hilicpos
VT_160720_M198_049.raw
hilicpos
VT_160720_M198_055.raw
hilicpos
VT_160720_M198_061.raw
hilicpos
VT_160720_M198_067.raw
hilicpos
VT_160720_M198_073.raw
hilicpos
VT_160720_M198_079.raw
hilicpos
VT_160720_M198_085.raw
hilicpos
VT_160720_M198_091.raw
hilicpos
VT_160720_M198_097.raw
hilicpos
VT_160720_M198_103.raw
hilicpos
VT_160720_M198_109.raw
hilicpos
VT_160720_M198_115.raw
hilicpos
VT_160720_M198_121.raw
hilicpos
VT_160720_M198_127.raw
hilicpos
VT_160721_M198_001.raw
hilicpos
VT_160721_M198_007.raw
hilicpos
VT_160721_M198_013.raw
hilicpos
VT_160721_M198_019.raw
hilicpos
VT_160721_M198_025.raw
hilicpos
VT_160721_M198_031.raw
hilicpos
VT_160721_M198_037.raw
hilicpos
VT_160721_M198_043.raw
hilicpos
VT_160721_M198_049.raw
hilicpos
VT_160721_M198_055.raw
hilicpos
VT_160721_M198_061.raw
hilicpos
VT_160721_M198_067.raw
hilicpos
VT_160721_M198_073.raw
hilicpos
VT_160721_M198_079.raw
hilicpos
VT_160721_M198_085.raw
hilicpos
VT_160721_M198_091.raw
hilicpos
VT_160721_M198_097.raw
hilicpos
VT_160721_M198_103.raw
hilicpos
VT_160721_M198_109.raw
hilicpos
VT_160721_M198_115.raw
hilicpos
VT_160721_M198_121.raw
hilicpos
VT_160721_M198_127.raw
hilicpos
VT_160722_M198_001.raw
hilicpos
VT_160722_M198_007.raw
hilicpos
VT_160722_M198_013.raw
hilicpos
VT_160722_M198_019.raw
hilicpos
VT_160722_M198_025.raw
hilicpos
VT_160722_M198_031.raw
hilicpos
VT_160722_M198_037.raw
hilicpos
VT_160722_M198_043.raw
hilicpos
VT_160722_M198_049.raw
hilicpos
VT_160722_M198_055.raw
hilicpos
VT_160722_M198_061.raw
hilicpos
VT_160722_M198_067.raw
hilicpos
VT_160722_M198_073.raw
hilicpos
VT_160722_M198_079.raw
hilicpos
VT_160722_M198_085.raw
hilicpos
VT_160722_M198_091.raw
hilicpos
VT_160722_M198_097.raw
hilicpos
VT_160722_M198_103.raw
hilicpos
VT_160722_M198_109.raw
hilicpos
VT_160722_M198_115.raw
hilicpos
VT_160722_M198_121.raw
hilicpos
VT_160722_M198_127.raw
hilicpos
VT_160723_M198_001.raw
hilicpos
VT_160723_M198_007.raw
hilicpos
VT_160723_M198_013.raw
hilicpos
VT_160723_M198_019.raw
hilicpos
VT_160723_M198_025.raw
hilicpos
VT_160723_M198_031.raw
hilicpos
VT_160723_M198_037.raw
hilicpos
VT_160723_M198_043.raw
hilicpos
VT_160723_M198_049.raw
hilicpos
VT_160723_M198_055.raw
hilicpos
VT_160723_M198_061.raw
hilicpos
VT_160723_M198_067.raw
hilicpos
VT_160723_M198_073.raw
hilicpos
VT_160723_M198_079.raw
hilicpos
VT_160723_M198_085.raw
hilicpos
VT_160723_M198_091.raw
hilicpos
VT_160723_M198_097.raw
hilicpos
VT_160723_M198_103.raw
hilicpos
VT_160723_M198_109.raw
hilicpos
VT_160723_M198_115.raw
hilicpos
VT_160723_M198_121.raw
hilicpos
VT_160723_M198_127.raw
hilicpos
VT_160725_M198_001.raw
hilicpos
VT_160725_M198_007.raw
hilicpos
VT_160725_M198_013.raw
hilicpos
VT_160725_M198_019.raw
hilicpos
VT_160725_M198_025.raw
hilicpos
VT_160725_M198_031.raw
hilicpos
VT_160725_M198_037.raw
hilicpos
VT_160725_M198_043.raw
hilicpos
VT_160725_M198_049.raw
hilicpos
VT_160725_M198_055.raw
hilicpos
VT_160725_M198_061.raw
hilicpos
VT_160725_M198_067.raw
hilicpos
VT_160725_M198_073.raw
hilicpos
VT_160725_M198_079.raw
hilicpos
VT_160725_M198_085.raw
hilicpos
VT_160725_M198_091.raw
hilicpos
VT_160725_M198_097.raw
hilicpos
VT_160725_M198_103.raw
hilicpos
VT_160725_M198_109.raw
hilicpos
VT_160725_M198_115.raw
hilicpos
VT_160725_M198_121.raw
hilicpos
VT_160725_M198_127.raw
hilicpos
VT_160726_M198_001.raw
hilicpos
VT_160726_M198_007.raw
hilicpos
VT_160726_M198_013.raw
hilicpos
VT_160726_M198_019.raw
hilicpos
VT_160726_M198_025.raw
hilicpos
VT_160726_M198_031.raw
hilicpos
VT_160726_M198_037.raw
hilicpos
VT_160726_M198_043.raw
hilicpos
VT_160726_M198_049.raw
hilicpos
VT_160726_M198_055.raw
hilicpos
VT_160726_M198_061.raw
hilicpos
VT_160726_M198_067.raw
hilicpos
VT_160726_M198_073.raw
hilicpos
VT_160726_M198_079.raw
hilicpos
VT_160726_M198_085.raw
hilicpos
VT_160726_M198_091.raw
hilicpos
VT_160726_M198_097.raw
hilicpos
VT_160726_M198_103.raw
hilicpos
VT_160726_M198_109.raw
hilicpos
VT_160726_M198_115.raw
hilicpos
VT_160726_M198_121.raw
hilicpos
VT_160726_M198_127.raw
hilicpos
VT_160727_M198_001.raw
hilicpos
VT_160727_M198_007.raw
hilicpos
VT_160727_M198_013.raw
hilicpos
VT_160727_M198_019.raw
hilicpos
VT_160727_M198_025.raw
hilicpos
VT_160727_M198_031.raw
hilicpos
VT_160727_M198_037.raw
hilicpos
VT_160727_M198_043.raw
hilicpos
VT_160727_M198_049.raw
hilicpos
VT_160727_M198_055.raw
hilicpos
VT_160727_M198_061.raw
hilicpos
VT_160727_M198_067.raw
hilicpos
VT_160727_M198_073.raw
hilicpos
VT_160727_M198_079.raw
hilicpos
VT_160727_M198_085.raw
hilicpos
VT_160727_M198_091.raw
hilicpos
VT_160727_M198_097.raw
hilicpos
VT_160727_M198_103.raw
hilicpos
VT_160727_M198_109.raw
hilicpos
VT_160727_M198_115.raw
hilicpos
VT_160727_M198_121.raw
hilicpos
VT_160727_M198_127.raw
hilicpos
VT_160728_M198_001.raw
hilicpos
VT_160728_M198_007.raw
hilicpos
VT_160728_M198_013.raw
hilicpos
VT_160728_M198_019.raw
hilicpos
VT_160728_M198_025.raw
hilicpos
VT_160728_M198_031.raw
hilicpos
VT_160728_M198_037.raw
hilicpos
VT_160728_M198_043.raw
hilicpos
VT_160728_M198_049.raw
hilicpos
VT_160728_M198_055.raw
hilicpos
VT_160728_M198_061.raw
hilicpos
VT_160728_M198_067.raw
hilicpos
VT_160728_M198_073.raw
hilicpos
VT_160728_M198_079.raw
hilicpos
VT_160728_M198_085.raw
hilicpos
VT_160728_M198_091.raw
hilicpos
VT_160728_M198_097.raw
hilicpos
VT_160728_M198_103.raw
hilicpos
VT_160728_M198_109.raw
hilicpos
VT_160728_M198_115.raw
hilicpos
VT_160728_M198_121.raw
hilicpos
VT_160728_M198_127.raw
hilicpos
VT_160729_M198_001.raw
hilicpos
VT_160729_M198_007.raw
hilicpos
VT_160729_M198_013.raw
hilicpos
VT_160729_M198_019.raw
hilicpos
VT_160729_M198_025.raw
hilicpos
VT_160729_M198_031.raw
hilicpos
VT_160729_M198_037.raw
hilicpos
VT_160729_M198_043.raw
hilicpos
VT_160729_M198_049.raw
hilicpos
VT_160729_M198_055.raw
hilicpos
VT_160729_M198_061.raw
hilicpos
VT_160729_M198_067.raw
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▍        | 472/3150 [27:12<2:38:55,  3.56s/it]
 15%|█▌        | 475/3150 [27:12<1:22:34,  1.85s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▌        | 476/3150 [27:14<1:26:05,  1.93s/it]
 15%|█▌        | 480/3150 [27:15<41:56,  1.06it/s]  hilicpos
VT_160729_M198_073.raw
hilicpos
VT_160729_M198_079.raw
hilicpos
VT_160729_M198_085.raw
hilicpos
VT_160729_M198_091.raw
hilicpos
VT_160729_M198_097.raw
hilicpos
VT_160729_M198_103.raw
hilicpos
VT_160729_M198_109.raw
hilicpos
VT_160729_M198_115.raw
hilicpos
VT_160729_M198_121.raw
hilicpos
VT_160729_M198_127.raw
hilicpos
VT_160730_M198_001.raw
hilicpos
VT_160730_M198_007.raw
hilicpos
VT_160730_M198_013.raw
hilicpos
VT_160730_M198_019.raw
hilicpos
VT_160730_M198_025.raw
hilicpos
VT_160730_M198_031.raw
hilicpos
VT_160730_M198_037.raw
hilicpos
VT_160730_M198_043.raw
hilicpos
VT_160730_M198_049.raw
hilicpos
VT_160730_M198_055.raw
hilicpos
VT_160730_M198_061.raw
hilicpos
VT_160730_M198_067.raw
hilicpos
VT_160730_M198_073.raw
hilicpos
VT_160730_M198_079.raw
hilicpos
VT_160730_M198_085.raw
hilicpos
VT_160730_M198_091.raw
hilicpos
VT_160730_M198_097.raw
hilicpos
VT_160730_M198_103.raw
hilicpos
VT_160730_M198_109.raw
hilicpos
VT_160730_M198_115.raw
hilicpos
VT_160730_M198_121.raw
hilicpos
VT_160730_M198_127.raw
hilicpos
VT_160731_M198_001.raw
hilicpos
VT_160731_M198_007.raw
hilicpos
VT_160731_M198_013.raw
hilicpos
VT_160731_M198_019.raw
hilicpos
VT_160731_M198_025.raw
hilicpos
VT_160731_M198_031.raw
hilicpos
VT_160731_M198_037.raw
hilicpos
VT_160731_M198_043.raw
hilicpos
VT_160731_M198_049.raw
hilicpos
VT_160731_M198_055.raw
hilicpos
VT_160731_M198_061.raw
hilicpos
VT_160731_M198_067.raw
hilicpos
VT_160731_M198_073.raw
hilicpos
VT_160731_M198_079.raw
hilicpos
VT_160731_M198_085.raw
hilicpos
VT_160731_M198_091.raw
hilicpos
VT_160731_M198_097.raw
hilicpos
VT_160731_M198_103.raw
hilicpos
VT_160731_M198_109.raw
hilicpos
VT_160731_M198_115.raw
hilicpos
VT_160731_M198_121.raw
hilicpos
VT_160731_M198_127.raw
hilicpos
VT_160801_M198_001.raw
hilicpos
VT_160801_M198_007.raw
hilicpos
VT_160801_M198_013.raw
hilicpos
VT_160801_M198_019.raw
hilicpos
VT_160801_M198_025.raw
hilicpos
VT_160801_M198_031.raw
hilicpos
VT_160801_M198_037.raw
hilicpos
VT_160801_M198_043.raw
hilicpos
VT_160801_M198_049.raw
hilicpos
VT_160801_M198_055.raw
hilicpos
VT_160801_M198_061.raw
hilicpos
VT_160801_M198_067.raw
hilicpos
VT_160801_M198_073.raw
hilicpos
VT_160801_M198_079.raw
hilicpos
VT_160801_M198_085.raw
hilicpos
VT_160801_M198_091.raw
hilicpos
VT_160801_M198_097.raw
hilicpos
VT_160801_M198_103.raw
hilicpos
VT_160801_M198_109.raw
hilicpos
VT_160801_M198_115.raw
hilicpos
VT_160801_M198_121.raw
hilicpos
VT_160801_M198_127.raw
hilicpos
VT_160802_M198_001.raw
hilicpos
VT_160802_M198_007.raw
hilicpos
VT_160802_M198_013.raw
hilicpos
VT_160802_M198_019.raw
hilicpos
VT_160802_M198_025.raw
hilicpos
VT_160802_M198_031.raw
hilicpos
VT_160802_M198_037.raw
hilicpos
VT_160802_M198_043.raw
hilicpos
VT_160802_M198_049.raw
hilicpos
VT_160802_M198_055.raw
hilicpos
VT_160802_M198_061.raw
hilicpos
VT_160802_M198_067.raw
hilicpos
VT_160802_M198_073.raw
hilicpos
VT_160802_M198_079.raw
hilicpos
VT_160802_M198_085.raw
hilicpos
VT_160802_M198_091.raw
hilicpos
VT_160802_M198_097.raw
hilicpos
VT_160802_M198_103.raw
hilicpos
VT_160802_M198_109.raw
hilicpos
VT_160802_M198_115.raw
hilicpos
VT_160802_M198_121.raw
hilicpos
VT_160802_M198_127.raw
hilicpos
VT_160803_M198_001.raw
hilicpos
VT_160803_M198_007.raw
hilicpos
VT_160803_M198_013.raw
hilicpos
VT_160803_M198_019.raw
hilicpos
VT_160803_M198_025.raw
hilicpos
VT_160803_M198_031.raw
hilicpos
VT_160803_M198_037.raw
hilicpos
VT_160803_M198_043.raw
hilicpos
VT_160803_M198_049.raw
hilicpos
VT_160803_M198_055.raw
hilicpos
VT_160803_M198_061.raw
hilicpos
VT_160803_M198_067.raw
hilicpos
VT_160803_M198_073.raw
hilicpos
VT_160803_M198_079.raw
hilicpos
VT_160803_M198_085.raw
hilicpos
VT_160803_M198_091.raw
hilicpos
VT_160803_M198_097.raw
hilicpos
VT_160803_M198_103.raw
hilicpos
VT_160803_M198_109.raw
hilicpos
VT_160803_M198_115.raw
hilicpos
VT_160803_M198_121.raw
hilicpos
VT_160803_M198_127.raw
hilicpos
VT_160804_M198_001.raw
hilicpos
VT_160804_M198_007.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 400 rows!
Extracted information for 400 samples.
Processing  ST000297
No raw data detected. Ignoring ST000297
Processing  ST000555
No raw data detected. Ignoring ST000555
Processing  ST000046
No raw data detected. Ignoring ST000046
Processing  ST002802
Initiating REDU-table generation for AN004558
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
T3_400uL_pos_20230711_serum_IO10_Sample_G32-Con-32A1B_10uL.raw
T3_400uL_pos_20230711_serum_IO15_Sample_G31-Con-31A2A_10uL.raw
T3_400uL_pos_20230711_serum_IO17_Sample_G32-Con-32A2A_10uL.raw
T3_400uL_pos_20230711_serum_IO19_Sample_G31-Con-31A2B_10uL.raw
T3_400uL_pos_20230711_serum_IO21_Sample_G32-Con-32A2B_10uL.raw
T3_400uL_pos_20230711_serum_IO26_Sample_G31-Con-31A3A_10uL.raw
T3_400uL_pos_20230711_serum_IO28_Sample_G32-Con-32A5A_10uL.raw
T3_400uL_pos_20230711_serum_IO30_Sample_G31-Con-31A3B_10uL.raw
T3_400uL_pos_20230711_serum_IO32_Sample_G32-Con-32A5B_10uL.raw
T3_400uL_pos_20230711_serum_IO37_Sample_G31-Con-31A4A_10uL.raw
T3_400uL_pos_20230711_serum_IO39_Sample_G32-Con-32A6A_10uL.raw
T3_400uL_pos_20230711_serum_IO41_Sample_G31-Con-31A4B_10uL.raw
T3_400uL_pos_20230711_serum_IO43_Sample_G32-Con-32A6B_10uL.raw
T3_400uL_pos_20230711_serum_IO48_Sample_G31-Con-31A5A_10uL.raw
T3_400uL_pos_20230711_serum_IO4_Sample_G31-Con-31A1A_10uL.raw
T3_400uL_pos_20230711_serum_IO50_Sample_G32-Con-32A8A_10uL.raw
T3_400uL_pos_20230711_serum_IO52_Sample_G31-Con-31A5B_10uL.raw
T3_400uL_pos_20230711_serum_IO54_Sample_G32-Con-32A8B_10uL.raw
T3_400uL_pos_20230711_serum_IO6_Sample_G32-Con-32A1A_10uL.raw
T3_400uL_pos_20230711_serum_IO8_Sample_G31-Con-31A1B_10uL.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST000644
No raw data detected. Ignoring ST000644
Processing  ST003471
No raw data detected. Ignoring ST003471
Processing  ST001148
No raw data detected. Ignoring ST001148
Processing  ST000626
No raw data detected. Ignoring ST000626
Processing  ST002495
No raw data detected. Ignoring ST002495
Processing  ST003528
Initiating REDU-table generation for AN005795
Rest length is 28
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005796
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
6545A_20221108_-_07_4.mzML
6545A_20221108_-_08_2.mzML
6545A_20221108_-_09_23.mzML
6545A_20221108_-_10_22.mzML
6545A_20221108_-_11_31.mzML
6545A_20221108_-_14_26.mzML
6545A_20221108_-_15_17.mzML
6545A_20221108_-_18_16.mzML
6545A_20221108_-_20_24.mzML
6545A_20221108_-_21_32.mzML
6545A_20221108_-_22_21.mzML
6545A_20221108_-_24_30.mzML
6545A_20221108_-_25_5.mzML
6545A_20221108_-_26_1.mzML
6545A_20221108_-_27_25.mzML
6545A_20221108_-_29_20.mzML
6545A_20221108_-_30_33.mzML
6545A_20221108_-_31_6.mzML
6545A_20221108_-_32_28.mzML
6545A_20221108_-_33_10.mzML
6545A_20221108_-_36_19.mzML
6545A_20221108_-_38_7.mzML
6545A_20221108_-_39_18.mzML
6545A_20221108_-_41_9.mzML
6545A_20221108_-_42_3.mzML
6545A_20221108_-_43_29.mzML
6545A_20221108_-_46_27.mzML
6545A_20221108_-_48_8.mzML
6545A_20221110_+_07_24.mzML
6545A_20221110_+_08_28.mzML
6545A_20221110_+_09_10.mzML
6545A_20221110_+_11_8.mzML
6545A_20221110_+_13_29.mzML
6545A_20221110_+_14_27.mzML
6545A_20221110_+_15_32.mzML
6545A_20221110_+_16_7.mzML
6545A_20221110_+_17_20.mzML
6545A_20221110_+_20_31.mzML
6545A_20221110_+_21_22.mzML
6545A_20221110_+_22_21.mzML
6545A_20221110_+_25_19.mzML
6545A_20221110_+_27_18.mzML
6545A_20221110_+_28_17.mzML
6545A_20221110_+_29_16.mzML
6545A_20221110_+_30_2.mzML
6545A_20221110_+_31_23.mzML
6545A_20221110_+_35_6.mzML
6545A_20221110_+_38_9.mzML
6545A_20221110_+_40_33.mzML
6545A_20221110_+_41_25.mzML
6545A_20221110_+_42_1.mzML
6545A_20221110_+_43_30.mzML
6545A_20221110_+_46_3.mzML
6545A_20221110_+_47_4.mzML
6545A_20221110_+_48_26.mzML
6545A_20221110_+_49_5.mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▌        | 482/3150 [27:18<51:37,  1.16s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▌        | 484/3150 [27:22<1:01:26,  1.38s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▌        | 485/3150 [29:52<19:19:38, 26.11s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 15%|█▌        | 488/3150 [29:55<11:35:01, 15.67s/it]IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 56 rows!
Extracted information for 56 samples.
Processing  ST002194
No raw data detected. Ignoring ST002194
Processing  ST003576
Initiating REDU-table generation for AN005871
Rest length is 20
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005872
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MzMile
Sample_010_Veni_pos.mzML
MzMile
Sample_01_Tasso_pos.mzML
MzMile
Sample_01_Veni_pos.mzML
MzMile
Sample_02_Tasso_pos.mzML
MzMile
Sample_02_Veni_pos.mzML
MzMile
Sample_03_Tasso_pos.mzML
MzMile
Sample_04_Tasso_pos.mzML
MzMile
Sample_04_Veni_pos.mzML
MzMile
Sample_05_Tasso_pos.mzML
MzMile
Sample_05_Veni_pos.mzML
MzMile
Sample_06_Tasso_pos.mzML
MzMile
Sample_06_Veni_pos.mzML
MzMile
Sample_07_Tasso_pos.mzML
MzMile
Sample_07_Veni_pos.mzML
MzMile
Sample_08_Tasso_pos.mzML
MzMile
Sample_08_Veni_pos.mzML
MzMile
Sample_09_Tasso_pos.mzML
MzMile
Sample_09_Veni_pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST001829
Initiating REDU-table generation for AN002968
Rest length is 124
raw file key found.
Initiating REDU-table generation for AN002969
Rest length is 124
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data Track 2687
MALDI_positive ion_MSMS_PLPC AAPH hemin 18O2 air.mzML
Data Track 2687
MALDI_positive ion_MSMS_PLPC AAPH hemin normal air.mzML
Data Track 2687
MALDI_positive ion_MSMS_PLPC con.mzML
Data Track 2687
negative ion_PRM_PLPC_AAPH hemin.mzML
Data Track 2687
negative ion_PRM_oxPC_AAPH hemin1.mzML
Data Track 2687
negative ion_PRM_oxPC_AAPH hemin2.mzML
Data Track 2687
negative ion_PRM_oxPC_AAPH hemin3.mzML
Data Track 2687
negative ion_PRM_oxPC_AAPH1.mzML
Data Track 2687
negative ion_PRM_oxPC_AAPH2.mzML
Data Track 2687
negative ion_PRM_oxPC_AAPH3.mzML
Data Track 2687
negative ion_PRM_oxPC_Autoxidation1.mzML
Data Track 2687
negative ion_PRM_oxPC_Autoxidation2.mzML
Data Track 2687
negative ion_PRM_oxPC_Autoxidation3.mzML
Data Track 2687
negative ion_PRM_oxPC_CuSO4 AsA1.mzML
Data Track 2687
negative ion_PRM_oxPC_CuSO4 AsA2.mzML
Data Track 2687
negative ion_PRM_oxPC_CuSO4 AsA3.mzML
Data Track 2687
negative ion_PRM_oxPC_control1.mzML
Data Track 2687
negative ion_PRM_oxPC_control2.mzML
Data Track 2687
negative ion_PRM_oxPC_control3.mzML
Data Track 2687
positive ion_Full scan MSMS_PLPC AAPH hemin 18O2 air.mzML
Data Track 2687
positive ion_Full scan MSMS_PLPC AAPH hemin normal air.mzML
Data Track 2687
positive ion_Full scan_PC_control1.mzML
Data Track 2687
positive ion_Full scan_PC_control2.mzML
Data Track 2687
positive ion_Full scan_PC_control3.mzML
Data Track 2687
positive ion_Full scan_oxPC_control1.mzML
Data Track 2687
positive ion_Full scan_oxPC_control2.mzML
Data Track 2687
positive ion_Full scan_oxPC_control3.mzML
Data Track 2687
positive ion_PRM_PLPC_AAPH hemin.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PAPC AAPH hemin1.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PAPC AAPH hemin2.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PAPC AAPH hemin3.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PAPC AAPH hemin4.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PAPC AAPH hemin5.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PDPC AAPH hemin1.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PDPC AAPH hemin2.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PDPC AAPH hemin3.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PDPC AAPH hemin4.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PDPC AAPH hemin5.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PDPC AAPH hemin6.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PLPC AAPH hemin1.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PLPC AAPH hemin2.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PLPC AAPH hemin3.mzML
Data Track 2687
product ion screening_negative ion_MSMS_PLPC AAPH hemin4.mzML
Data Track 2687
product ion screening_positive ion_MSMS_PAPC AAPH hemin1.mzML
Data Track 2687
product ion screening_positive ion_MSMS_PAPC AAPH hemin2.mzML
Data Track 2687
product ion screening_positive ion_MSMS_PDPC AAPH hemin1.mzML
Data Track 2687
product ion screening_positive ion_MSMS_PDPC AAPH hemin2.mzML
Data Track 2687
product ion screening_positive ion_MSMS_PLPC AAPH hemin1.mzML
Data Track 2687
product ion screening_positive ion_MSMS_PLPC AAPH hemin2.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 49
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST003334
No raw data detected. Ignoring ST003334
Processing  ST000036
No raw data detected. Ignoring ST000036
Processing  ST003112
Initiating REDU-table generation for AN005111
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HF1170
HF1170_C92DG_07.mzXML
HF1170
HF1170_C92DG_26.mzXML
HF1170
HF1170_C92DG_30.mzXML
HF1170
HF1170_C92DG_34.mzXML
HF1170
HF1170_C92DG_45.mzXML
HF1170
HF1170_C92DG_47.mzXML
HF1170
HF1170_C92DG_56.mzXML
HF1170
HF1170_C9S_11.mzXML
HF1170
HF1170_C9S_29.mzXML
HF1170
HF1170_C9S_33.mzXML
HF1170
HF1170_C9S_43.mzXML
HF1170
HF1170_C9S_50.mzXML
HF1170
HF1170_C9S_57.mzXML
HF1170
HF1170_C9S_69.mzXML
HF1170
HF1170_WTS_31.mzXML
HF1170
HF1170_WTS_39.mzXML
HF1170
HF1170_WTS_51.mzXML
HF1170
HF1170_WTS_53.mzXML
HF1170
HF1170_WTS_58.mzXML
HF1170
HF1170_WTS_59.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002286
Initiating REDU-table generation for AN003738
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20220527_QEF1-HILIC_MIAshortRepeat_BP976.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP977.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP978.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP979.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP980.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP981.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP982.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP983.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP984.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP986.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP987.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP988.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP989.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP990.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP991.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP992.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP993.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP994.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP995.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP996.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP997.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP998.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP999.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1006.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1007.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1008.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1009.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1010.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1011.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1012.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1016.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1017.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1018.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1019.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1020.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1021.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1022.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1023.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 489/3150 [29:58<10:02:20, 13.58s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 491/3150 [30:03<7:23:46, 10.01s/it] 
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1024.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1028.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1029.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1030.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1031.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1032.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1033.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1034.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1035.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1036.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002581
No raw data detected. Ignoring ST002581
Processing  ST001335
Initiating REDU-table generation for AN002224
Rest length is 530
raw file key found.
Initiating REDU-table generation for AN002225
Rest length is 530
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Chear_2017_1729_raw
VT_191125_M418_002.raw
Chear_2017_1729_raw
VT_191125_M418_004.raw
Chear_2017_1729_raw
VT_191125_M418_006.raw
Chear_2017_1729_raw
VT_191125_M418_008.raw
Chear_2017_1729_raw
VT_191125_M418_010.raw
Chear_2017_1729_raw
VT_191125_M418_012.raw
Chear_2017_1729_raw
VT_191125_M418_014.raw
Chear_2017_1729_raw
VT_191125_M418_016.raw
Chear_2017_1729_raw
VT_191125_M418_018.raw
Chear_2017_1729_raw
VT_191125_M418_020.raw
Chear_2017_1729_raw
VT_191125_M418_022.raw
Chear_2017_1729_raw
VT_191125_M418_024.raw
Chear_2017_1729_raw
VT_191125_M418_026.raw
Chear_2017_1729_raw
VT_191125_M418_028.raw
Chear_2017_1729_raw
VT_191125_M418_030.raw
Chear_2017_1729_raw
VT_191125_M418_032.raw
Chear_2017_1729_raw
VT_191125_M418_034.raw
Chear_2017_1729_raw
VT_191125_M418_036.raw
Chear_2017_1729_raw
VT_191125_M418_038.raw
Chear_2017_1729_raw
VT_191125_M418_040.raw
Chear_2017_1729_raw
VT_191125_M418_042.raw
Chear_2017_1729_raw
VT_191125_M418_044.raw
Chear_2017_1729_raw
VT_191125_M418_046.raw
Chear_2017_1729_raw
VT_191125_M418_048.raw
Chear_2017_1729_raw
VT_191125_M418_050.raw
Chear_2017_1729_raw
VT_191125_M418_052.raw
Chear_2017_1729_raw
VT_191125_M418_054.raw
Chear_2017_1729_raw
VT_191125_M418_056.raw
Chear_2017_1729_raw
VT_191125_M418_058.raw
Chear_2017_1729_raw
VT_191125_M418_060.raw
Chear_2017_1729_raw
VT_191125_M418_062.raw
Chear_2017_1729_raw
VT_191125_M418_064.raw
Chear_2017_1729_raw
VT_191125_M418_066.raw
Chear_2017_1729_raw
VT_191125_M418_068.raw
Chear_2017_1729_raw
VT_191125_M418_070.raw
Chear_2017_1729_raw
VT_191125_M418_072.raw
Chear_2017_1729_raw
VT_191125_M418_074.raw
Chear_2017_1729_raw
VT_191125_M418_076.raw
Chear_2017_1729_raw
VT_191125_M418_078.raw
Chear_2017_1729_raw
VT_191125_M418_080.raw
Chear_2017_1729_raw
VT_191125_M418_082.raw
Chear_2017_1729_raw
VT_191125_M418_084.raw
Chear_2017_1729_raw
VT_191125_M418_086.raw
Chear_2017_1729_raw
VT_191125_M418_088.raw
Chear_2017_1729_raw
VT_191125_M418_090.raw
Chear_2017_1729_raw
VT_191125_M418_092.raw
Chear_2017_1729_raw
VT_191125_M418_094.raw
Chear_2017_1729_raw
VT_191125_M418_096.raw
Chear_2017_1729_raw
VT_191125_M418_098.raw
Chear_2017_1729_raw
VT_191125_M418_100.raw
Chear_2017_1729_raw
VT_191125_M418_102.raw
Chear_2017_1729_raw
VT_191125_M418_104.raw
Chear_2017_1729_raw
VT_191125_M418_106.raw
Chear_2017_1729_raw
VT_191125_M418_108.raw
Chear_2017_1729_raw
VT_191125_M418_110.raw
Chear_2017_1729_raw
VT_191125_M418_112.raw
Chear_2017_1729_raw
VT_191125_M418_114.raw
Chear_2017_1729_raw
VT_191125_M418_116.raw
Chear_2017_1729_raw
VT_191125_M418_118.raw
Chear_2017_1729_raw
VT_191125_M418_120.raw
Chear_2017_1729_raw
VT_191125_M418_122.raw
Chear_2017_1729_raw
VT_191125_M418_124.raw
Chear_2017_1729_raw
VT_191125_M418_126.raw
Chear_2017_1729_raw
VT_191125_M418_128.raw
Chear_2017_1729_raw
VT_191125_M418_130.raw
Chear_2017_1729_raw
VT_191125_M418_132.raw
Chear_2017_1729_raw
VT_191125_M418_134.raw
Chear_2017_1729_raw
VT_191125_M418_136.raw
Chear_2017_1729_raw
VT_191125_M418_138.raw
Chear_2017_1729_raw
VT_191125_M418_140.raw
Chear_2017_1729_raw
VT_191125_M418_142.raw
Chear_2017_1729_raw
VT_191125_M418_144.raw
Chear_2017_1729_raw
VT_191125_M418_146.raw
Chear_2017_1729_raw
VT_191125_M418_148.raw
Chear_2017_1729_raw
VT_191125_M418_150.raw
Chear_2017_1729_raw
VT_191125_M418_152.raw
Chear_2017_1729_raw
VT_191125_M418_154.raw
Chear_2017_1729_raw
VT_191125_M418_156.raw
Chear_2017_1729_raw
VT_191125_M418_158.raw
Chear_2017_1729_raw
VT_191125_M418_160.raw
Chear_2017_1729_raw
VT_191125_M418_162.raw
Chear_2017_1729_raw
VT_191125_M418_164.raw
Chear_2017_1729_raw
VT_191125_M418_166.raw
Chear_2017_1729_raw
VT_191125_M418_168.raw
Chear_2017_1729_raw
VT_191125_M418_170.raw
Chear_2017_1729_raw
VT_191125_M418_172.raw
Chear_2017_1729_raw
VT_191125_M418_174.raw
Chear_2017_1729_raw
VT_191125_M418_176.raw
Chear_2017_1729_raw
VT_191125_M418_178.raw
Chear_2017_1729_raw
VT_191125_M418_180.raw
Chear_2017_1729_raw
VT_191125_M418_182.raw
Chear_2017_1729_raw
VT_191125_M418_184.raw
Chear_2017_1729_raw
VT_191125_M418_186.raw
Chear_2017_1729_raw
VT_191125_M418_188.raw
Chear_2017_1729_raw
VT_191125_M418_190.raw
Chear_2017_1729_raw
VT_191125_M418_192.raw
Chear_2017_1729_raw
VT_191125_M418_194.raw
Chear_2017_1729_raw
VT_191125_M418_196.raw
Chear_2017_1729_raw
VT_191125_M418_198.raw
Chear_2017_1729_raw
VT_191125_M418_200.raw
Chear_2017_1729_raw
VT_191125_M418_202.raw
Chear_2017_1729_raw
VT_191125_M418_204.raw
Chear_2017_1729_raw
VT_191125_M418_206.raw
Chear_2017_1729_raw
VT_191125_M418_208.raw
Chear_2017_1729_raw
VT_191125_M418_210.raw
Chear_2017_1729_raw
VT_191125_M418_212.raw
Chear_2017_1729_raw
VT_191125_M418_214.raw
Chear_2017_1729_raw
VT_191125_M418_216.raw
Chear_2017_1729_raw
VT_191125_M418_218.raw
Chear_2017_1729_raw
VT_191125_M418_220.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 110 rows!
Extracted information for 110 samples.
Processing  ST001672
Initiating REDU-table generation for AN002730
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Fibro_Cer_raw
CTRL_1.raw
Fibro_Cer_raw
CTRL_2.raw
Fibro_Cer_raw
CTRL_3.raw
Fibro_Cer_raw
GOLPH3_KD_1.raw
Fibro_Cer_raw
GOLPH3_KD_2.raw
Fibro_Cer_raw
GOLPH3_KD_3.raw
Fibro_Cer_raw
GOLPH3_OE_1.raw
Fibro_Cer_raw
GOLPH3_OE_2.raw
Fibro_Cer_raw
GOLPH3_OE_3.raw
Fibro_Hex_LacCer_raw
CTRL_1.raw
Fibro_Hex_LacCer_raw
CTRL_2.raw
Fibro_Hex_LacCer_raw
CTRL_3.raw
Fibro_Hex_LacCer_raw
GOLPH3_KD_1.raw
Fibro_Hex_LacCer_raw
GOLPH3_KD_2.raw
Fibro_Hex_LacCer_raw
GOLPH3_KD_3.raw
Fibro_Hex_LacCer_raw
GOLPH3_OE_1.raw
Fibro_Hex_LacCer_raw
GOLPH3_OE_2.raw
Fibro_Hex_LacCer_raw
GOLPH3_OE_3.raw
Sphingolipid_analysis
Fibro_Cer_raw
CTRL_1.raw
Sphingolipid_analysis
Fibro_Cer_raw
CTRL_2.raw
Sphingolipid_analysis
Fibro_Cer_raw
CTRL_3.raw
Sphingolipid_analysis
Fibro_Cer_raw
GOLPH3_KD_1.raw
Sphingolipid_analysis
Fibro_Cer_raw
GOLPH3_KD_2.raw
Sphingolipid_analysis
Fibro_Cer_raw
GOLPH3_KD_3.raw
Sphingolipid_analysis
Fibro_Cer_raw
GOLPH3_OE_1.raw
Sphingolipid_analysis
Fibro_Cer_raw
GOLPH3_OE_2.raw
Sphingolipid_analysis
Fibro_Cer_raw
GOLPH3_OE_3.raw
Sphingolipid_analysis
Fibro_Hex_LacCer
Fibro_Hex_LacCer_raw
CTRL_1.raw
Sphingolipid_analysis
Fibro_Hex_LacCer
Fibro_Hex_LacCer_raw
CTRL_2.raw
Sphingolipid_analysis
Fibro_Hex_LacCer
Fibro_Hex_LacCer_raw
CTRL_3.raw
Sphingolipid_analysis
Fibro_Hex_LacCer
Fibro_Hex_LacCer_raw
GOLPH3_KD_1.raw
Sphingolipid_analysis
Fibro_Hex_LacCer
Fibro_Hex_LacCer_raw
GOLPH3_KD_2.raw
Sphingolipid_analysis
Fibro_Hex_LacCer
Fibro_Hex_LacCer_raw
GOLPH3_KD_3.raw
Sphingolipid_analysis
Fibro_Hex_LacCer
Fibro_Hex_LacCer_raw
GOLPH3_OE_1.raw
Sphingolipid_analysis
Fibro_Hex_LacCer
Fibro_Hex_LacCer_raw
GOLPH3_OE_2.raw
Sphingolipid_analysis
Fibro_Hex_LacCer
Fibro_Hex_LacCer_raw
GOLPH3_OE_3.raw
Sphingolipid_analysis
Fibro_SM_Raw
CTRL_1.raw
Sphingolipid_analysis
Fibro_SM_Raw
CTRL_2.raw
Sphingolipid_analysis
Fibro_SM_Raw
CTRL_3.raw
Sphingolipid_analysis
Fibro_SM_Raw
GOLPH3_KD_1.raw
Sphingolipid_analysis
Fibro_SM_Raw
GOLPH3_KD_2.raw
Sphingolipid_analysis
Fibro_SM_Raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 492/3150 [30:06<6:28:09,  8.76s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 493/3150 [30:10<5:38:45,  7.65s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 496/3150 [30:13<3:20:32,  4.53s/it]
GOLPH3_KD_3.raw
Sphingolipid_analysis
Fibro_SM_Raw
GOLPH3_OE_1.raw
Sphingolipid_analysis
Fibro_SM_Raw
GOLPH3_OE_2.raw
Sphingolipid_analysis
Fibro_SM_Raw
GOLPH3_OE_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST002167
Initiating REDU-table generation for AN003550
Rest length is 17
raw file key found.
Initiating REDU-table generation for AN003551
Rest length is 17
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
in vitro
ICQE
1.mzXML
in vitro
ICQE
2.mzXML
in vitro
ICQE
4.mzXML
in vitro
ICQE
5.mzXML
in vitro
ICQE
6.mzXML
in vitro
ICQE
8.mzXML
in vitro
PFPPQE
1.mzXML
in vitro
PFPPQE
2.mzXML
in vitro
PFPPQE
3.mzXML
in vitro
PFPPQE
4.mzXML
in vitro
PFPPQE
5.mzXML
in vitro
PFPPQE
6.mzXML
in vitro
PFPPQE
7.mzXML
in vitro
PFPPQE
8.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST001174
No raw data detected. Ignoring ST001174
Processing  ST000870
No raw data detected. Ignoring ST000870
Processing  ST003099
Initiating REDU-table generation for AN005070
Rest length is 50
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
081S0.mzML
081S1.mzML
081S14.mzML
081S18.mzML
081S7.mzML
107S0.mzML
107S1.mzML
107S14.mzML
107S18.mzML
107S7.mzML
120S0.mzML
120S1.mzML
120S14.mzML
120S18.mzML
120S7.mzML
122S0.mzML
122S1.mzML
122S14.mzML
122S18.mzML
122S7.mzML
180S0.mzML
180S1.mzML
180S14.mzML
180S18.mzML
180S7.mzML
185S0.mzML
185S1.mzML
185S14.mzML
185S18.mzML
185S7.mzML
188S0.mzML
188S1.mzML
188S14.mzML
188S18.mzML
188S7.mzML
907S0.mzML
907S1.mzML
907S14.mzML
907S18.mzML
907S7.mzML
908S0.mzML
908S1.mzML
908S14.mzML
908S18.mzML
908S7.mzML
909S0.mzML
909S1.mzML
909S14.mzML
909S18.mzML
909S7.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST001414
No raw data detected. Ignoring ST001414
Processing  ST001744
No raw data detected. Ignoring ST001744
Processing  ST001831
Initiating REDU-table generation for AN002972
Rest length is 100
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/200 [00:00<?, ?it/s]

Mapping potential matches:   4%|▍         | 9/200 [00:00<00:02, 87.19it/s]

Mapping potential matches:   9%|▉         | 18/200 [00:00<00:02, 88.11it/s]

Mapping potential matches:  14%|█▎        | 27/200 [00:00<00:01, 88.91it/s]

Mapping potential matches:  18%|█▊        | 36/200 [00:00<00:01, 87.06it/s]

Mapping potential matches:  22%|██▎       | 45/200 [00:00<00:01, 87.35it/s]

Mapping potential matches:  27%|██▋       | 54/200 [00:00<00:01, 87.67it/s]

Mapping potential matches:  32%|███▏      | 63/200 [00:00<00:01, 88.03it/s]

Mapping potential matches:  36%|███▌      | 72/200 [00:00<00:01, 87.68it/s]

Mapping potential matches:  40%|████      | 81/200 [00:00<00:01, 86.75it/s]

Mapping potential matches:  45%|████▌     | 90/200 [00:01<00:01, 87.63it/s]

Mapping potential matches:  50%|████▉     | 99/200 [00:01<00:01, 87.35it/s]

Mapping potential matches:  54%|█████▍    | 108/200 [00:01<00:01, 88.08it/s]

Mapping potential matches:  58%|█████▊    | 117/200 [00:01<00:00, 88.62it/s]

Mapping potential matches:  64%|██████▎   | 127/200 [00:01<00:00, 89.24it/s]

Mapping potential matches:  68%|██████▊   | 137/200 [00:01<00:00, 89.47it/s]

Mapping potential matches:  73%|███████▎  | 146/200 [00:01<00:00, 89.46it/s]

Mapping potential matches:  78%|███████▊  | 155/200 [00:01<00:00, 89.48it/s]

Mapping potential matches:  82%|████████▏ | 164/200 [00:01<00:00, 89.38it/s]

Mapping potential matches:  86%|████████▋ | 173/200 [00:01<00:00, 89.31it/s]

Mapping potential matches:  91%|█████████ | 182/200 [00:02<00:00, 89.46it/s]

Mapping potential matches:  96%|█████████▌| 191/200 [00:02<00:00, 89.50it/s]

Mapping potential matches: 100%|██████████| 200/200 [00:02<00:00, 89.39it/s]
Mapping potential matches: 100%|██████████| 200/200 [00:02<00:00, 88.58it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002973
Rest length is 100
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/200 [00:00<?, ?it/s]

Mapping potential matches:   4%|▍         | 9/200 [00:00<00:02, 88.89it/s]

Mapping potential matches:   9%|▉         | 18/200 [00:00<00:02, 88.48it/s]

Mapping potential matches:  14%|█▎        | 27/200 [00:00<00:01, 89.05it/s]

Mapping potential matches:  18%|█▊        | 36/200 [00:00<00:01, 89.26it/s]

Mapping potential matches:  23%|██▎       | 46/200 [00:00<00:01, 89.97it/s]

Mapping potential matches:  28%|██▊       | 56/200 [00:00<00:01, 90.48it/s]

Mapping potential matches:  33%|███▎      | 66/200 [00:00<00:01, 90.73it/s]

Mapping potential matches:  38%|███▊      | 76/200 [00:00<00:01, 91.07it/s]

Mapping potential matches:  43%|████▎     | 86/200 [00:00<00:01, 91.13it/s]

Mapping potential matches:  48%|████▊     | 96/200 [00:01<00:01, 91.01it/s]

Mapping potential matches:  53%|█████▎    | 106/200 [00:01<00:01, 89.13it/s]

Mapping potential matches:  58%|█████▊    | 116/200 [00:01<00:00, 89.60it/s]

Mapping potential matches:  63%|██████▎   | 126/200 [00:01<00:00, 90.13it/s]

Mapping potential matches:  68%|██████▊   | 136/200 [00:01<00:00, 90.47it/s]

Mapping potential matches:  73%|███████▎  | 146/200 [00:01<00:00, 90.96it/s]

Mapping potential matches:  78%|███████▊  | 156/200 [00:01<00:00, 90.97it/s]

Mapping potential matches:  83%|████████▎ | 166/200 [00:01<00:00, 90.99it/s]

Mapping potential matches:  88%|████████▊ | 176/200 [00:01<00:00, 90.83it/s]

Mapping potential matches:  93%|█████████▎| 186/200 [00:02<00:00, 90.53it/s]

Mapping potential matches:  98%|█████████▊| 196/200 [00:02<00:00, 90.45it/s]
Mapping potential matches: 100%|██████████| 200/200 [00:02<00:00, 90.34it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 499/3150 [30:22<2:55:17,  3.97s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NEG
BATCH1
20180802_S00035268_N.wiff
NEG
BATCH1
20180802_S00035269_N.wiff
NEG
BATCH1
20180802_S00035271_N.wiff
NEG
BATCH1
20180802_S00035273_N.wiff
NEG
BATCH1
20180802_S00035274_N.wiff
NEG
BATCH1
20180802_S00035276_N.wiff
NEG
BATCH1
20180802_S00035279_N.wiff
NEG
BATCH1
20180802_S00035281_N.wiff
NEG
BATCH1
20180802_S00035285_N.wiff
NEG
BATCH1
20180802_S00035286_N.wiff
NEG
BATCH1
20180802_S00035287_N.wiff
NEG
BATCH1
20180802_S00035290_N.wiff
NEG
BATCH1
20180802_S00035298_N.wiff
NEG
BATCH1
20180802_S00035300_N.wiff
NEG
BATCH1
20180802_S00035302_N.wiff
NEG
BATCH1
20180802_S00035303_N.wiff
NEG
BATCH1
20180802_S00035306_N.wiff
NEG
BATCH1
20180802_S00035308_N.wiff
NEG
BATCH1
20180802_S00035309_N.wiff
NEG
BATCH1
20180802_S00035311_N.wiff
NEG
BATCH1
20180802_S00035312_N.wiff
NEG
BATCH1
20180802_S00035320_N.wiff
NEG
BATCH1
20180802_S00035321_N.wiff
NEG
BATCH1
20180802_S00035323_N.wiff
NEG
BATCH1
20180802_S00035327_N.wiff
NEG
BATCH1
20180802_S00035331_N.wiff
NEG
BATCH1
20180802_S00035332_N.wiff
NEG
BATCH1
20180802_S00035333_N.wiff
NEG
BATCH1
20180802_S00035335_N.wiff
NEG
BATCH1
20180802_S00035336_N.wiff
NEG
BATCH1
20180802_S00035338_N.wiff
NEG
BATCH1
20180802_S00035339_N.wiff
NEG
BATCH1
20180802_S00035341_N.wiff
NEG
BATCH1
20180802_S00035343_N.wiff
NEG
BATCH1
20180802_S00035344_N.wiff
NEG
BATCH1
20180802_S00035345_N.wiff
NEG
BATCH1
20180802_S00035346_N.wiff
NEG
BATCH1
20180802_S00035347_N.wiff
NEG
BATCH1
20180802_S00035348_N.wiff
NEG
BATCH1
20180802_S00035349_N.wiff
NEG
BATCH1
20180802_S00035350_N.wiff
NEG
BATCH1
20180802_S00035352_N.wiff
NEG
BATCH1
20180802_S00035353_N.wiff
NEG
BATCH1
20180802_S00035355_N.wiff
NEG
BATCH1
20180802_S00035356_N.wiff
NEG
BATCH1
20180802_S00035357_N.wiff
NEG
BATCH1
20180802_S00035358_N.wiff
NEG
BATCH1
20180802_S00035360_N.wiff
NEG
BATCH1
20180802_S00035366_N.wiff
NEG
BATCH1
20180802_S00035367_N.wiff
NEG
BATCH2
20180808_S00035270_N.wiff
NEG
BATCH2
20180808_S00035272_N.wiff
NEG
BATCH2
20180808_S00035275_N.wiff
NEG
BATCH2
20180808_S00035277_N.wiff
NEG
BATCH2
20180808_S00035278_N.wiff
NEG
BATCH2
20180808_S00035280_N.wiff
NEG
BATCH2
20180808_S00035282_N.wiff
NEG
BATCH2
20180808_S00035283_N.wiff
NEG
BATCH2
20180808_S00035284_N.wiff
NEG
BATCH2
20180808_S00035288_N.wiff
NEG
BATCH2
20180808_S00035289_N.wiff
NEG
BATCH2
20180808_S00035291_N.wiff
NEG
BATCH2
20180808_S00035292_N.wiff
NEG
BATCH2
20180808_S00035293_N.wiff
NEG
BATCH2
20180808_S00035294_N.wiff
NEG
BATCH2
20180808_S00035295_N.wiff
NEG
BATCH2
20180808_S00035296_N.wiff
NEG
BATCH2
20180808_S00035297_N.wiff
NEG
BATCH2
20180808_S00035299_N.wiff
NEG
BATCH2
20180808_S00035301_N.wiff
NEG
BATCH2
20180808_S00035304_N.wiff
NEG
BATCH2
20180808_S00035305_N.wiff
NEG
BATCH2
20180808_S00035307_N.wiff
NEG
BATCH2
20180808_S00035310_N.wiff
NEG
BATCH2
20180808_S00035313_N.wiff
NEG
BATCH2
20180808_S00035314_N.wiff
NEG
BATCH2
20180808_S00035315_N.wiff
NEG
BATCH2
20180808_S00035316_N.wiff
NEG
BATCH2
20180808_S00035317_N.wiff
NEG
BATCH2
20180808_S00035318_N.wiff
NEG
BATCH2
20180808_S00035319_N.wiff
NEG
BATCH2
20180808_S00035322_N.wiff
NEG
BATCH2
20180808_S00035324_N.wiff
NEG
BATCH2
20180808_S00035325_N.wiff
NEG
BATCH2
20180808_S00035326_N.wiff
NEG
BATCH2
20180808_S00035328_N.wiff
NEG
BATCH2
20180808_S00035329_N.wiff
NEG
BATCH2
20180808_S00035330_N.wiff
NEG
BATCH2
20180808_S00035334_N.wiff
NEG
BATCH2
20180808_S00035337_N.wiff
NEG
BATCH2
20180808_S00035340_N.wiff
NEG
BATCH2
20180808_S00035342_N.wiff
NEG
BATCH2
20180808_S00035351_N.wiff
NEG
BATCH2
20180808_S00035354_N.wiff
NEG
BATCH2
20180808_S00035359_N.wiff
NEG
BATCH2
20180808_S00035361_N.wiff
NEG
BATCH2
20180808_S00035362_N.wiff
NEG
BATCH2
20180808_S00035363_N.wiff
NEG
BATCH2
20180808_S00035364_N.wiff
NEG
BATCH2
20180808_S00035365_N.wiff
POS
BATCH1
20180731_S00035268_P.wiff
POS
BATCH1
20180731_S00035269_P.wiff
POS
BATCH1
20180731_S00035271_P.wiff
POS
BATCH1
20180731_S00035273_P.wiff
POS
BATCH1
20180731_S00035274_P.wiff
POS
BATCH1
20180731_S00035276_P.wiff
POS
BATCH1
20180731_S00035279_P.wiff
POS
BATCH1
20180731_S00035281_P.wiff
POS
BATCH1
20180731_S00035285_P.wiff
POS
BATCH1
20180731_S00035286_P.wiff
POS
BATCH1
20180731_S00035287_P.wiff
POS
BATCH1
20180731_S00035290_P.wiff
POS
BATCH1
20180731_S00035298_P.wiff
POS
BATCH1
20180731_S00035300_P.wiff
POS
BATCH1
20180731_S00035302_P.wiff
POS
BATCH1
20180731_S00035303_P.wiff
POS
BATCH1
20180731_S00035306_P.wiff
POS
BATCH1
20180731_S00035308_P.wiff
POS
BATCH1
20180731_S00035309_P.wiff
POS
BATCH1
20180731_S00035311_P.wiff
POS
BATCH1
20180731_S00035312_P.wiff
POS
BATCH1
20180731_S00035320_P.wiff
POS
BATCH1
20180731_S00035321_P.wiff
POS
BATCH1
20180731_S00035323_P.wiff
POS
BATCH1
20180731_S00035327_P.wiff
POS
BATCH1
20180731_S00035331_P.wiff
POS
BATCH1
20180731_S00035332_P.wiff
POS
BATCH1
20180731_S00035333_P.wiff
POS
BATCH1
20180731_S00035335_P.wiff
POS
BATCH1
20180731_S00035336_P.wiff
POS
BATCH1
20180731_S00035338_P.wiff
POS
BATCH1
20180731_S00035339_P.wiff
POS
BATCH1
20180731_S00035341_P.wiff
POS
BATCH1
20180731_S00035343_P.wiff
POS
BATCH1
20180731_S00035344_P.wiff
POS
BATCH1
20180731_S00035345_P.wiff
POS
BATCH1
20180731_S00035346_P.wiff
POS
BATCH1
20180731_S00035347_P.wiff
POS
BATCH1
20180731_S00035348_P.wiff
POS
BATCH1
20180731_S00035349_P.wiff
POS
BATCH1
20180731_S00035350_P.wiff
POS
BATCH1
20180731_S00035352_P.wiff
POS
BATCH1
20180731_S00035353_P.wiff
POS
BATCH1
20180731_S00035355_P.wiff
POS
BATCH1
20180731_S00035356_P.wiff
POS
BATCH1
20180731_S00035357_P.wiff
POS
BATCH1
20180731_S00035358_P.wiff
POS
BATCH1
20180731_S00035360_P.wiff
POS
BATCH1
20180731_S00035366_P.wiff
POS
BATCH1
20180731_S00035367_P.wiff
POS
BATCH2
20180806_S00035270_P.wiff
POS
BATCH2
20180806_S00035272_P.wiff
POS
BATCH2
20180806_S00035275_P.wiff
POS
BATCH2
20180806_S00035277_P.wiff
POS
BATCH2
20180806_S00035278_P.wiff
POS
BATCH2
20180806_S00035280_P.wiff
POS
BATCH2
20180806_S00035282_P.wiff
POS
BATCH2
20180806_S00035283_P.wiff
POS
BATCH2
20180806_S00035284_P.wiff
POS
BATCH2
20180806_S00035288_P.wiff
POS
BATCH2
20180806_S00035289_P.wiff
POS
BATCH2
20180806_S00035291_P.wiff
POS
BATCH2
20180806_S00035292_P.wiff
POS
BATCH2
20180806_S00035293_P.wiff
POS
BATCH2
20180806_S00035294_P.wiff
POS
BATCH2
20180806_S00035295_P.wiff
POS
BATCH2
20180806_S00035296_P.wiff
POS
BATCH2
20180806_S00035297_P.wiff
POS
BATCH2
20180806_S00035299_P.wiff
POS
BATCH2
20180806_S00035301_P.wiff
POS
BATCH2
20180806_S00035304_P.wiff
POS
BATCH2
20180806_S00035305_P.wiff
POS
BATCH2
20180806_S00035307_P.wiff
POS
BATCH2
20180806_S00035310_P.wiff
POS
BATCH2
20180806_S00035313_P.wiff
POS
BATCH2
20180806_S00035314_P.wiff
POS
BATCH2
20180806_S00035315_P.wiff
POS
BATCH2
20180806_S00035316_P.wiff
POS
BATCH2
20180806_S00035317_P.wiff
POS
BATCH2
20180806_S00035318_P.wiff
POS
BATCH2
20180806_S00035319_P.wiff
POS
BATCH2
20180806_S00035322_P.wiff
POS
BATCH2
20180806_S00035324_P.wiff
POS
BATCH2
20180806_S00035325_P.wiff
POS
BATCH2
20180806_S00035326_P.wiff
POS
BATCH2
20180806_S00035328_P.wiff
POS
BATCH2
20180806_S00035329_P.wiff
POS
BATCH2
20180806_S00035330_P.wiff
POS
BATCH2
20180806_S00035334_P.wiff
POS
BATCH2
20180806_S00035337_P.wiff
POS
BATCH2
20180806_S00035340_P.wiff
POS
BATCH2
20180806_S00035342_P.wiff
POS
BATCH2
20180806_S00035351_P.wiff
POS
BATCH2
20180806_S00035354_P.wiff
POS
BATCH2
20180806_S00035359_P.wiff
POS
BATCH2
20180806_S00035361_P.wiff
POS
BATCH2
20180806_S00035362_P.wiff
POS
BATCH2
20180806_S00035363_P.wiff
POS
BATCH2
20180806_S00035364_P.wiff
POS
BATCH2
20180806_S00035365_P.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 200 rows!
Extracted information for 200 samples.
Processing  ST000620
No raw data detected. Ignoring ST000620
Processing  ST002445
Initiating REDU-table generation for AN003983
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Kenny Paper Data
Kenny Eicosanoids.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 501/3150 [30:25<2:24:27,  3.27s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 503/3150 [31:50<10:34:55, 14.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 504/3150 [31:53<9:04:55, 12.36s/it] 
 16%|█▌        | 507/3150 [31:53<5:16:35,  7.19s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 508/3150 [31:56<4:51:14,  6.61s/it]
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST001225
No raw data detected. Ignoring ST001225
Processing  ST001862
Initiating REDU-table generation for AN003018
Rest length is 55
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003019
Rest length is 55
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
all_raw_data
01_B1-16h.d
all_raw_data
02_B2-16h.d
all_raw_data
03_B3-16h.d
all_raw_data
04_BO1-16h.d
all_raw_data
05_BO2-16h.d
all_raw_data
06_BO3-16h.d
all_raw_data
07_E1-16h.d
all_raw_data
08_E2-16h.d
all_raw_data
09_E3-16h.d
all_raw_data
10_BE1-16h.d
all_raw_data
11_BE2-16h.d
all_raw_data
12_BE3-16h.d
all_raw_data
13_B1-24h.d
all_raw_data
14_B2-24h.d
all_raw_data
15_B3-24h.d
all_raw_data
16_BO1-24h.d
all_raw_data
17_BO2-24h.d
all_raw_data
18_BO3-24h.d
all_raw_data
19_E1-24h.d
all_raw_data
20_E2-24h.d
all_raw_data
21_E3-24h.d
all_raw_data
22_BE1-24h.d
all_raw_data
23_BE2-24h.d
all_raw_data
24_BE3-24h.d
all_raw_data
25_Blank1.d
all_raw_data
26_Blank2.d
all_raw_data
27_Blank3.d
all_raw_data
28_Blank4.d
all_raw_data
B04_16H_OK.d
all_raw_data
B04_24H.d
all_raw_data
B05_16H_3.d
all_raw_data
B05_24H_3.d
all_raw_data
B06_16H_3.d
all_raw_data
B06_24H_3.d
all_raw_data
B4_16H_OK.d
all_raw_data
B4_24H.d
all_raw_data
B5_16H_3.d
all_raw_data
B5_24H_3.d
all_raw_data
B6_16H_3.d
all_raw_data
B6_16H_3.d
all_raw_data
B6_24H_3.d
all_raw_data
BE4_16H_OK.d
all_raw_data
BE4_24H.d
all_raw_data
BE5_16H_3.d
all_raw_data
BE5_24H_3.d
all_raw_data
BE6_16H_3.d
all_raw_data
BE6_24H_3.d
all_raw_data
BLANK4_OK.d
all_raw_data
E4_16H_OK.d
all_raw_data
E4_24H.d
all_raw_data
E5_16H_3.d
all_raw_data
E5_24H_3.d
all_raw_data
E6_16H_3.d
all_raw_data
blank2_3.d
all_raw_data
blank_3.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 55 rows!
Extracted information for 55 samples.
Processing  ST003106
Initiating REDU-table generation for AN005085
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SUB13607 raw data
SUB13607p4_SPL07.raw
SUB13607 raw data
SUB13607p4_SPL08.raw
SUB13607 raw data
SUB13607p4_SPL09.raw
SUB13607 raw data
SUB13607p4_SPL10.raw
SUB13607 raw data
SUB13607p4_SPL11.raw
SUB13607 raw data
SUB13607p4_SPL12.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000948
No raw data detected. Ignoring ST000948
Processing  ST000267
No raw data detected. Ignoring ST000267
Processing  ST000144
No raw data detected. Ignoring ST000144
Processing  ST002139
Initiating REDU-table generation for AN003500
Rest length is 61
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HILICnegRawData
HILICneg_ISO031322_4FThigh_01.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_01.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_02.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_03.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_04.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_06.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_07.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_08.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_09.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_10.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_11.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_12.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_13.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_14.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_15.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_17.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_18.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_19.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_20.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_21.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_22.raw
HILICnegRawData
HILICneg_ISO031322_IsTr_23.raw
HILICnegRawData
HILICneg_ISO031322_NeatStndCrv_01.raw
HILICnegRawData
HILICneg_ISO031322_NeatStndCrv_02.raw
HILICnegRawData
HILICneg_ISO031322_NeatStndCrv_03.raw
HILICnegRawData
HILICneg_ISO031322_NeatStndCrv_04.raw
HILICnegRawData
HILICneg_ISO031322_NeatStndCrv_05.raw
HILICnegRawData
HILICneg_ISO031322_RNA_01.raw
HILICnegRawData
HILICneg_ISO031322_RNA_02.raw
HILICnegRawData
HILICneg_ISO031322_RNA_03.raw
HILICnegRawData
HILICneg_ISO031322_RNA_04.raw
HILICnegRawData
HILICneg_ISO031322_RNA_05.raw
HILICnegRawData
HILICneg_ISO031322_RNA_06.raw
HILICnegRawData
HILICneg_ISO031322_RNA_07.raw
HILICnegRawData
HILICneg_ISO031322_RNA_08.raw
HILICnegRawData
HILICneg_ISO031322_RNA_09.raw
HILICnegRawData
HILICneg_ISO031322_RNA_10.raw
HILICnegRawData
HILICneg_ISO031322_RNA_11.raw
HILICnegRawData
HILICneg_ISO031322_RNA_12.raw
HILICnegRawData
HILICneg_ISO031322_RNA_13.raw
HILICnegRawData
HILICneg_ISO031322_RNA_14.raw
HILICnegRawData
HILICneg_ISO031322_RNA_15.raw
HILICnegRawData
HILICneg_ISO031322_RNA_16.raw
HILICnegRawData
HILICneg_ISO031322_RNA_17.raw
HILICnegRawData
HILICneg_ISO031322_RNA_18.raw
HILICnegRawData
HILICneg_ISO031322_RNA_19.raw
HILICnegRawData
HILICneg_ISO031322_RNA_20.raw
HILICnegRawData
HILICneg_ISO031322_RNA_21.raw
HILICnegRawData
HILICneg_ISO031322_RNA_22.raw
HILICnegRawData
HILICneg_ISO031322_mtdBlnk_01.raw
HILICnegRawData
HILICneg_ISO031322_mtdBlnk_02.raw
HILICnegRawData
HILICneg_ISO031322_mtdBlnk_03.raw
HILICnegRawData
HILICneg_ISO031322_mtdBlnk_04.raw
HILICnegRawData
HILICneg_ISO031322_mtdBlnk_05.raw
HILICnegRawData
HILICneg_ISO031322_pQC_01.raw
HILICnegRawData
HILICneg_ISO031322_pQC_02.raw
HILICnegRawData
HILICneg_ISO031322_pQC_03.raw
HILICnegRawData
HILICneg_ISO031322_pQC_04.raw
HILICnegRawData
ID_01_neg_post.raw
HILICnegRawData
ID_02_neg_post.raw
HILICnegRawData
ID_03_neg_post.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 61 rows!
Extracted information for 61 samples.
Processing  ST002213
Initiating REDU-table generation for AN003618
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]

Mapping potential matches:  86%|████████▌ | 31/36 [00:00<00:00, 308.60it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 308.87it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003619
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]

Mapping potential matches:  97%|█████████▋| 35/36 [00:00<00:00, 344.22it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 343.36it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003620
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]

Mapping potential matches:  97%|█████████▋| 35/36 [00:00<00:00, 347.85it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 347.33it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003621
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]

Mapping potential matches:  92%|█████████▏| 33/36 [00:00<00:00, 323.91it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 324.16it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 509/3150 [32:02<4:40:33,  6.37s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 510/3150 [32:06<4:16:04,  5.82s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▌        | 511/3150 [32:08<3:44:54,  5.11s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Traxler 2018 raw files for upload
negative mode
10-.raw
Traxler 2018 raw files for upload
negative mode
11-.raw
Traxler 2018 raw files for upload
negative mode
14-.raw
Traxler 2018 raw files for upload
negative mode
15-.raw
Traxler 2018 raw files for upload
negative mode
17-.raw
Traxler 2018 raw files for upload
negative mode
18-.raw
Traxler 2018 raw files for upload
negative mode
19-.raw
Traxler 2018 raw files for upload
negative mode
20-.raw
Traxler 2018 raw files for upload
negative mode
22-.raw
Traxler 2018 raw files for upload
negative mode
23-.raw
Traxler 2018 raw files for upload
negative mode
24-.raw
Traxler 2018 raw files for upload
negative mode
25-.raw
Traxler 2018 raw files for upload
negative mode
27-.raw
Traxler 2018 raw files for upload
negative mode
29-.raw
Traxler 2018 raw files for upload
negative mode
3-.raw
Traxler 2018 raw files for upload
negative mode
31-.raw
Traxler 2018 raw files for upload
negative mode
32-.raw
Traxler 2018 raw files for upload
negative mode
33-.raw
Traxler 2018 raw files for upload
negative mode
35-.raw
Traxler 2018 raw files for upload
negative mode
36-.raw
Traxler 2018 raw files for upload
negative mode
38-.raw
Traxler 2018 raw files for upload
negative mode
39-.raw
Traxler 2018 raw files for upload
negative mode
40-.raw
Traxler 2018 raw files for upload
negative mode
44-.raw
Traxler 2018 raw files for upload
negative mode
46-.raw
Traxler 2018 raw files for upload
negative mode
47-.raw
Traxler 2018 raw files for upload
negative mode
48-.raw
Traxler 2018 raw files for upload
negative mode
49-.raw
Traxler 2018 raw files for upload
negative mode
51-.raw
Traxler 2018 raw files for upload
negative mode
52-.raw
Traxler 2018 raw files for upload
negative mode
53-.raw
Traxler 2018 raw files for upload
negative mode
55-.raw
Traxler 2018 raw files for upload
negative mode
56-.raw
Traxler 2018 raw files for upload
negative mode
6-.raw
Traxler 2018 raw files for upload
negative mode
7-.raw
Traxler 2018 raw files for upload
negative mode
9-.raw
Traxler 2018 raw files for upload
positive mode
10+.raw
Traxler 2018 raw files for upload
positive mode
11+.raw
Traxler 2018 raw files for upload
positive mode
14+.raw
Traxler 2018 raw files for upload
positive mode
15+.raw
Traxler 2018 raw files for upload
positive mode
17+.raw
Traxler 2018 raw files for upload
positive mode
18+.raw
Traxler 2018 raw files for upload
positive mode
19+.raw
Traxler 2018 raw files for upload
positive mode
20+.raw
Traxler 2018 raw files for upload
positive mode
22+.raw
Traxler 2018 raw files for upload
positive mode
23+.raw
Traxler 2018 raw files for upload
positive mode
24+.raw
Traxler 2018 raw files for upload
positive mode
25+.raw
Traxler 2018 raw files for upload
positive mode
27+.raw
Traxler 2018 raw files for upload
positive mode
29+.raw
Traxler 2018 raw files for upload
positive mode
3+.raw
Traxler 2018 raw files for upload
positive mode
31+.raw
Traxler 2018 raw files for upload
positive mode
32+.raw
Traxler 2018 raw files for upload
positive mode
33+.raw
Traxler 2018 raw files for upload
positive mode
35+.raw
Traxler 2018 raw files for upload
positive mode
36+.raw
Traxler 2018 raw files for upload
positive mode
38+.raw
Traxler 2018 raw files for upload
positive mode
39+.raw
Traxler 2018 raw files for upload
positive mode
40+.raw
Traxler 2018 raw files for upload
positive mode
44+.raw
Traxler 2018 raw files for upload
positive mode
46+.raw
Traxler 2018 raw files for upload
positive mode
47+.raw
Traxler 2018 raw files for upload
positive mode
48+.raw
Traxler 2018 raw files for upload
positive mode
49+.raw
Traxler 2018 raw files for upload
positive mode
51+.raw
Traxler 2018 raw files for upload
positive mode
52+.raw
Traxler 2018 raw files for upload
positive mode
53+.raw
Traxler 2018 raw files for upload
positive mode
55+.raw
Traxler 2018 raw files for upload
positive mode
56+.raw
Traxler 2018 raw files for upload
positive mode
6+.raw
Traxler 2018 raw files for upload
positive mode
7+.raw
Traxler 2018 raw files for upload
positive mode
9+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST001856
Initiating REDU-table generation for AN003008
Rest length is 12
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003009
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData10raw
neg
a1.raw
MyData10raw
neg
a10.raw
MyData10raw
neg
a11.raw
MyData10raw
neg
a12.raw
MyData10raw
neg
a2.raw
MyData10raw
neg
a3.raw
MyData10raw
neg
a4.raw
MyData10raw
neg
a5.raw
MyData10raw
neg
a6.raw
MyData10raw
neg
a7.raw
MyData10raw
neg
a8.raw
MyData10raw
neg
a9.raw
MyData10raw
pos
a1.raw
MyData10raw
pos
a10.raw
MyData10raw
pos
a11.raw
MyData10raw
pos
a12.raw
MyData10raw
pos
a2.raw
MyData10raw
pos
a3.raw
MyData10raw
pos
a4.raw
MyData10raw
pos
a5.raw
MyData10raw
pos
a6.raw
MyData10raw
pos
a7.raw
MyData10raw
pos
a8.raw
MyData10raw
pos
a9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002275
Initiating REDU-table generation for AN003717
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003718
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
UN C 1.raw
MyData
UN C 2.raw
MyData
UN C 3.raw
MyData
UN C 4.raw
MyData
UN C 5.raw
MyData
UN C 6.raw
MyData
UN C 7.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 7 rows!
Extracted information for 7 samples.
Processing  ST003143
No raw data detected. Ignoring ST003143
Processing  ST002728
Initiating REDU-table generation for AN004422
Rest length is 693
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
CHES_B_1.raw
CHES_B_10.raw
CHES_B_11.raw
CHES_B_12.raw
CHES_B_13.raw
CHES_B_14.raw
CHES_B_15.raw
CHES_B_16.raw
CHES_B_17.raw
CHES_B_18.raw
CHES_B_19.raw
CHES_B_2.raw
CHES_B_20.raw
CHES_B_21.raw
CHES_B_22.raw
CHES_B_23.raw
CHES_B_24.raw
CHES_B_25.raw
CHES_B_26.raw
CHES_B_27.raw
CHES_B_28.raw
CHES_B_29.raw
CHES_B_3.raw
CHES_B_30.raw
CHES_B_31.raw
CHES_B_32.raw
CHES_B_33.raw
CHES_B_34.raw
CHES_B_35.raw
CHES_B_36.raw
CHES_B_37.raw
CHES_B_38.raw
CHES_B_39.raw
CHES_B_4.raw
CHES_B_40.raw
CHES_B_41.raw
CHES_B_42.raw
CHES_B_43.raw
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CHES_S_493.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 693 rows!
Extracted information for 693 samples.
Processing  ST003403
Initiating REDU-table generation for AN005584
Rest length is 18
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/72 [00:00<?, ?it/s]

Mapping potential matches:  47%|████▋     | 34/72 [00:00<00:00, 332.16it/s]

Mapping potential matches:  94%|█████████▍| 68/72 [00:00<00:00, 328.79it/s]
Mapping potential matches: 100%|██████████| 72/72 [00:00<00:00, 328.89it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005585
Rest length is 18
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/72 [00:00<?, ?it/s]

Mapping potential matches:  47%|████▋     | 34/72 [00:00<00:00, 329.60it/s]

Mapping potential matches:  93%|█████████▎| 67/72 [00:00<00:00, 327.47it/s]
Mapping potential matches: 100%|██████████| 72/72 [00:00<00:00, 327.81it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▋        | 514/3150 [32:19<3:11:24,  4.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 16%|█▋        | 518/3150 [32:22<1:38:30,  2.25s/it]
 16%|█▋        | 519/3150 [32:22<1:25:46,  1.96s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw_Data_FabT_Metabolomic
FIA
FIA1
MXP500F-0-5702_1043481437_23_0_1_1_00_1043481146-1043481437_1_1_00_1043481146.mzML
Raw_Data_FabT_Metabolomic
FIA
FIA1
MXP500F-0-5702_1043481437_60_0_1_1_00_1043481229-1043481437_1_1_00_1043481229.mzML
Raw_Data_FabT_Metabolomic
FIA
FIA2
MXP500F-0-5702_1043481437_23_1_1_1_00_1043481146-1043481437_1_1_00_1043481146.mzML
Raw_Data_FabT_Metabolomic
FIA
FIA2
MXP500F-0-5702_1043481437_60_1_1_1_00_1043481229-1043481437_1_1_00_1043481229.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_10_0_1_1_00_1043481369-1043481388_1_1_00_1043481369.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_21_0_1_1_00_1043481422-1043481388_1_1_00_1043481422.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_23_0_1_1_00_1043481146-1043481388_1_1_00_1043481146.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_33_0_1_1_00_1043481422-1043481388_1_1_00_1043481422.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_35_0_1_1_00_1043481373-1043481388_1_1_00_1043481373.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_36_0_1_1_00_1043481199-1043481388_1_1_00_1043481199.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_45_0_1_1_00_1043481422-1043481388_1_1_00_1043481422.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_46_0_1_1_00_1043481301-1043481388_1_1_00_1043481301.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_47_0_1_1_00_1043481354-1043481388_1_1_00_1043481354.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_48_0_1_1_00_1043481200-1043481388_1_1_00_1043481200.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_58_0_1_1_00_1043481340-1043481388_1_1_00_1043481340.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_60_0_1_1_00_1043481229-1043481388_1_1_00_1043481229.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_71_0_1_1_00_1043481286-1043481388_1_1_00_1043481286.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_72_0_1_1_00_1043481267-1043481388_1_1_00_1043481267.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_82_0_1_1_00_1043481291-1043481388_1_1_00_1043481291.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_84_0_1_1_00_1043481214-1043481388_1_1_00_1043481214.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_94_0_1_1_00_1043481271-1043481388_1_1_00_1043481271.mzML
Raw_Data_FabT_Metabolomic
LCMS
0-Pos
MXP500L-0-5712_1043481388_95_0_1_1_00_1043481184-1043481388_1_1_00_1043481184.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_10_1_1_1_00_1043481369-1043481388_1_1_00_1043481369.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_21_1_1_1_00_1043481422-1043481388_1_1_00_1043481422.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_23_1_1_1_00_1043481146-1043481388_1_1_00_1043481146.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_33_1_1_1_00_1043481422-1043481388_1_1_00_1043481422.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_35_1_1_1_00_1043481373-1043481388_1_1_00_1043481373.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_36_1_1_1_00_1043481199-1043481388_1_1_00_1043481199.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_45_1_1_1_00_1043481422-1043481388_1_1_00_1043481422.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_46_1_1_1_00_1043481301-1043481388_1_1_00_1043481301.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_47_1_1_1_00_1043481354-1043481388_1_1_00_1043481354.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_48_1_1_1_00_1043481200-1043481388_1_1_00_1043481200.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_58_1_1_1_00_1043481340-1043481388_1_1_00_1043481340.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_60_1_1_1_00_1043481229-1043481388_1_1_00_1043481229.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_71_1_1_1_00_1043481286-1043481388_1_1_00_1043481286.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_72_1_1_1_00_1043481267-1043481388_1_1_00_1043481267.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_82_1_1_1_00_1043481291-1043481388_1_1_00_1043481291.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_84_1_1_1_00_1043481214-1043481388_1_1_00_1043481214.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_94_1_1_1_00_1043481271-1043481388_1_1_00_1043481271.mzML
Raw_Data_FabT_Metabolomic
LCMS
1-Neg
MXP500L-0-5712_1043481388_95_1_1_1_00_1043481184-1043481388_1_1_00_1043481184.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002113
No raw data detected. Ignoring ST002113
Processing  ST002426
No raw data detected. Ignoring ST002426
Processing  ST001228
No raw data detected. Ignoring ST001228
Processing  ST002701
Initiating REDU-table generation for AN004378
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
data3
CRS1.mzML
data3
CRS10.mzML
data3
CRS11.mzML
data3
CRS12.mzML
data3
CRS2.mzML
data3
CRS3.mzML
data3
CRS4.mzML
data3
CRS5.mzML
data3
CRS6.mzML
data3
CRS7.mzML
data3
CRS8.mzML
data3
CRS9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000417
Initiating REDU-table generation for AN001448
Rest length is 81
Adding raw data not present in REST for sample 210_PM_PRE named 140604ajcsa08
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST002155
No raw data detected. Ignoring ST002155
Processing  ST003270
No raw data detected. Ignoring ST003270
Processing  ST001374
Initiating REDU-table generation for AN002294
Rest length is 597
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-IDA-0-1.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-IDA-0-2.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-IDA-0-3.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-IDA-0-4.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-IDA-0-5.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-IDA-0-6.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-IDA-0-7.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-IDA-QC-1.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-IDA-QC-2.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-SWATH-0-1.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-SWATH-0-2.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-SWATH-0-3.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-SWATH-0-4.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-SWATH-0-5.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-SWATH-0-6.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-SWATH-0-7.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-SWATH-QC-1.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-AJ-SWATH-QC-2.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-IDA-0-1.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-IDA-0-2.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-IDA-0-3.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-IDA-0-4.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-IDA-0-5.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-IDA-0-6.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-IDA-0-7.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-IDA-QC-1.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-IDA-QC-2.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-SWATH-0-1.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-SWATH-0-2.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-SWATH-0-3.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-SWATH-0-4.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-SWATH-0-5.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-SWATH-0-6.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-SWATH-0-7.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-SWATH-QC-1.wiff
Uploaded to metabolomics workbench
20181208IDA VS. SWATH AJ
20181208-OJ-SWATH-QC-2.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-IDA-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-IDA-2.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-IDA-3.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-IDA-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-IDA-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-IDA-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-SWATH-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-SWATH-2.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-SWATH-3.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-SWATH-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-SWATH-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-1%-SWATH-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-IDA-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-IDA-2.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-IDA-3.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-IDA-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-IDA-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-IDA-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-SWATH-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-SWATH-2.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-SWATH-3.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-SWATH-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-SWATH-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-10%-SWATH-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-IDA-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-IDA-2.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-IDA-3.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-IDA-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-IDA-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-IDA-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-SWATH-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-SWATH-2.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-SWATH-3.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-SWATH-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-SWATH-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-15%-SWATH-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-2%-IDA-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-2%-IDA-2.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-2%-IDA-3.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-2%-IDA-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-2%-IDA-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-2%-IDA-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-2%-SWATH-1.wiff
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20181222Discrimination
20181222-2%-SWATH-2.wiff
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20181222Discrimination
20181222-2%-SWATH-3.wiff
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20181222Discrimination
20181222-2%-SWATH-4.wiff
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20181222Discrimination
20181222-2%-SWATH-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-2%-SWATH-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-20%-IDA-1.wiff
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20181222Discrimination
20181222-20%-IDA-2.wiff
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20181222Discrimination
20181222-20%-IDA-3.wiff
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20181222Discrimination
20181222-20%-IDA-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-20%-IDA-5.wiff
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20181222Discrimination
20181222-20%-IDA-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-20%-SWATH-1.wiff
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20181222Discrimination
20181222-20%-SWATH-2.wiff
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20181222Discrimination
20181222-20%-SWATH-3.wiff
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20181222Discrimination
20181222-20%-SWATH-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-20%-SWATH-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-20%-SWATH-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-5%-IDA-1.wiff
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20181222Discrimination
20181222-5%-IDA-2.wiff
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20181222Discrimination
20181222-5%-IDA-3.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-5%-IDA-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-5%-IDA-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-5%-IDA-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-5%-SWATH-1.wiff
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20181222Discrimination
20181222-5%-SWATH-2.wiff
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20181222Discrimination
20181222-5%-SWATH-3.wiff
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20181222Discrimination
20181222-5%-SWATH-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-5%-SWATH-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-5%-SWATH-6.wiff
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20181222Discrimination
20181222-AJ-IDA-1.wiff
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20181222Discrimination
20181222-AJ-IDA-10.wiff
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20181222Discrimination
20181222-AJ-IDA-11.wiff
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20181222Discrimination
20181222-AJ-IDA-12.wiff
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20181222Discrimination
20181222-AJ-IDA-13.wiff
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20181222Discrimination
20181222-AJ-IDA-14.wiff
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20181222Discrimination
20181222-AJ-IDA-15.wiff
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20181222Discrimination
20181222-AJ-IDA-16.wiff
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20181222Discrimination
20181222-AJ-IDA-17.wiff
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20181222Discrimination
20181222-AJ-IDA-18.wiff
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20181222Discrimination
20181222-AJ-IDA-19.wiff
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20181222Discrimination
20181222-AJ-IDA-2.wiff
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20181222Discrimination
20181222-AJ-IDA-20.wiff
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20181222Discrimination
20181222-AJ-IDA-3.wiff
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20181222Discrimination
20181222-AJ-IDA-4.wiff
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20181222Discrimination
20181222-AJ-IDA-5.wiff
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20181222Discrimination
20181222-AJ-IDA-6.wiff
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20181222Discrimination
20181222-AJ-IDA-7.wiff
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20181222Discrimination
20181222-AJ-IDA-8.wiff
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20181222Discrimination
20181222-AJ-IDA-9.wiff
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20181222Discrimination
20181222-AJ-SWATH-1.wiff
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20181222Discrimination
20181222-AJ-SWATH-10.wiff
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20181222Discrimination
20181222-AJ-SWATH-11.wiff
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20181222Discrimination
20181222-AJ-SWATH-12.wiff
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20181222Discrimination
20181222-AJ-SWATH-13.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-AJ-SWATH-14.wiff
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20181222Discrimination
20181222-AJ-SWATH-15.wiff
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20181222Discrimination
20181222-AJ-SWATH-16.wiff
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20181222Discrimination
20181222-AJ-SWATH-17.wiff
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20181222Discrimination
20181222-AJ-SWATH-18.wiff
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20181222Discrimination
20181222-AJ-SWATH-19.wiff
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20181222Discrimination
20181222-AJ-SWATH-2.wiff
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20181222Discrimination
20181222-AJ-SWATH-20.wiff
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20181222Discrimination
20181222-AJ-SWATH-3.wiff
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20181222Discrimination
20181222-AJ-SWATH-4.wiff
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20181222Discrimination
20181222-AJ-SWATH-5.wiff
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20181222Discrimination
20181222-AJ-SWATH-6.wiff
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20181222Discrimination
20181222-AJ-SWATH-7.wiff
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20181222Discrimination
20181222-AJ-SWATH-8.wiff
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20181222Discrimination
20181222-AJ-SWATH-9.wiff
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20181222Discrimination
20181222-OJ-IDA-1.wiff
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20181222Discrimination
20181222-OJ-IDA-10.wiff
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20181222Discrimination
20181222-OJ-IDA-11.wiff
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20181222Discrimination
20181222-OJ-IDA-12.wiff
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20181222Discrimination
20181222-OJ-IDA-13.wiff
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20181222Discrimination
20181222-OJ-IDA-14.wiff
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20181222Discrimination
20181222-OJ-IDA-15.wiff
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20181222Discrimination
20181222-OJ-IDA-16.wiff
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20181222Discrimination
20181222-OJ-IDA-17.wiff
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20181222Discrimination
20181222-OJ-IDA-18.wiff
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20181222Discrimination
20181222-OJ-IDA-19.wiff
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20181222Discrimination
20181222-OJ-IDA-2.wiff
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20181222Discrimination
20181222-OJ-IDA-20.wiff
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20181222Discrimination
20181222-OJ-IDA-3.wiff
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20181222Discrimination
20181222-OJ-IDA-4.wiff
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20181222Discrimination
20181222-OJ-IDA-5.wiff
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20181222Discrimination
20181222-OJ-IDA-6.wiff
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20181222Discrimination
20181222-OJ-IDA-7.wiff
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20181222Discrimination
20181222-OJ-IDA-8.wiff
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20181222Discrimination
20181222-OJ-IDA-9.wiff
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20181222Discrimination
20181222-OJ-SWATH-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-OJ-SWATH-10.wiff
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20181222Discrimination
20181222-OJ-SWATH-11.wiff
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20181222Discrimination
20181222-OJ-SWATH-12.wiff
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20181222Discrimination
20181222-OJ-SWATH-13.wiff
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20181222Discrimination
20181222-OJ-SWATH-14.wiff
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20181222Discrimination
20181222-OJ-SWATH-15.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-OJ-SWATH-16.wiff
Uploaded to metabolomics workbench
20181222Discrimination
20181222-OJ-SWATH-17.wiff
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20181222Discrimination
20181222-OJ-SWATH-18.wiff
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20181222Discrimination
20181222-OJ-SWATH-19.wiff
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20181222Discrimination
20181222-OJ-SWATH-2.wiff
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20181222Discrimination
20181222-OJ-SWATH-20.wiff
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20181222Discrimination
20181222-OJ-SWATH-3.wiff
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20181222Discrimination
20181222-OJ-SWATH-4.wiff
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20181222Discrimination
20181222-OJ-SWATH-5.wiff
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20181222Discrimination
20181222-OJ-SWATH-6.wiff
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20181222Discrimination
20181222-OJ-SWATH-7.wiff
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20181222Discrimination
20181222-OJ-SWATH-8.wiff
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20181222Discrimination
20181222-OJ-SWATH-9.wiff
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20181222Discrimination
QC-IDA-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-IDA-10.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-IDA-11.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-IDA-12.wiff
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20181222Discrimination
QC-IDA-13.wiff
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20181222Discrimination
QC-IDA-14.wiff
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20181222Discrimination
QC-IDA-15.wiff
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20181222Discrimination
QC-IDA-16.wiff
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20181222Discrimination
QC-IDA-2.wiff
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20181222Discrimination
QC-IDA-3.wiff
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20181222Discrimination
QC-IDA-4.wiff
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20181222Discrimination
QC-IDA-5.wiff
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20181222Discrimination
QC-IDA-6.wiff
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20181222Discrimination
QC-IDA-7.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-IDA-8.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-IDA-9.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-1.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-10.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-11.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-12.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-13.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-14.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-15.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-16.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-2.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-3.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-4.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-5.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-6.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-7.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-8.wiff
Uploaded to metabolomics workbench
20181222Discrimination
QC-SWATH-9.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1-3.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1-4.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1-5.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-10-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-10-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-15-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-15-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-20-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-20-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-5-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O1-5-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-10-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-10-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-15-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-15-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-20-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-20-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-5-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O2-5-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-10-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-10-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-15-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-15-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-20-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-20-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-5-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A1O3-5-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2-3.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2-4.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2-5.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-10-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-10-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-15-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-15-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-20-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-20-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-5-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O1-5-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-10-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-10-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-15-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-15-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-20-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-20-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-5-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O2-5-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-10-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-10-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-15-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-15-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-20-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-20-2.wiff
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20191201commercial samples
20191201-A+O Commercial samples-A2O3-5-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A2O3-5-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3-2.wiff
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20191201commercial samples
20191201-A+O Commercial samples-A3-3.wiff
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20191201commercial samples
20191201-A+O Commercial samples-A3-4.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3-5.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-10-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-10-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-15-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-15-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-20-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-20-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-5-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O1-5-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-10-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-10-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-15-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-15-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-20-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-20-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-5-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O2-5-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-10-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-10-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-15-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-15-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-20-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-20-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-5-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-A3O3-5-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O1-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O1-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O1-3.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O1-4.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O1-5.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O2-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O2-2.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O2-3.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O2-4.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O2-5.wiff
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20191201commercial samples
20191201-A+O Commercial samples-O3-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O3-2.wiff
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20191201commercial samples
20191201-A+O Commercial samples-O3-3.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O3-4.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-O3-5.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-1.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-10.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-11.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-12.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-13.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-14.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-15.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-16.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-17.wiff
Uploaded to metabolomics workbench
20191201commercial samples
20191201-A+O Commercial samples-QC-18.wiff
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20191201commercial samples
20191201-A+O Commercial samples-QC-19.wiff
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20191201commercial samples
20191201-A+O Commercial samples-QC-2.wiff
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20191201-A+O Commercial samples-QC-20.wiff
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20191201-A+O Commercial samples-QC-21.wiff
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20191201-A+O Commercial samples-QC-22.wiff
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20191201-A+O Commercial samples-QC-23.wiff
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20191201-A+O Commercial samples-QC-24.wiff
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20191201-A+O Commercial samples-QC-25.wiff
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20191201-A+O Commercial samples-QC-3.wiff
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20191201-A+O Commercial samples-QC-4.wiff
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20191201-A+O Commercial samples-QC-5.wiff
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20191201commercial samples
20191201-A+O Commercial samples-QC-6.wiff
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20191201-A+O Commercial samples-QC-7.wiff
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20191201commercial samples
20191201-A+O Commercial samples-QC-8.wiff
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20191201-A+O Commercial samples-QC-9.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-10.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-11.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-12.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-13.wiff
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20191227-A+O-Commercial-A1-14.wiff
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20191227-A+O-Commercial-A1-15.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-3.wiff
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20191227-A+O-Commercial-A1-4.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-5.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-6.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-7.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-8.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1-9.wiff
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20191227-A+O-Commercial-A1O1-1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-10-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-10-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-15-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-15-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-20-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-20-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-5-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O1-5-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-10-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-10-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-15-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-15-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-20-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-20-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-5-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O2-5-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-10-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-10-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-15-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-15-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-20-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-20-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-5-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A1O3-5-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-10.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-11.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-12.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-13.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-14.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-15.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-3.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-4.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-5.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-6.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-7.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-8.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2-9.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-10-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-10-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-15-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-15-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-20-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-20-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-5-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O1-5-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-10-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-10-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-15-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-15-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-20-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-20-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-5-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O2-5-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-10-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-10-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-15-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-15-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-20-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-20-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-5-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A2O3-5-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-10.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-11.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-12.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-13.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-14.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-15.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-3.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-4.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-5.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-6.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-7.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-8.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3-9.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-10-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-10-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-15-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-15-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-20-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-20-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-5-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O1-5-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-10-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-10-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-15-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-15-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-20-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-20-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-5-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O2-5-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-10-1.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 17%|█▋        | 522/3150 [33:42<8:58:00, 12.28s/it]
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20191227commercial samples
20191227-A+O-Commercial-A3O3-10-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-15-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-15-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-20-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-20-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-5-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-A3O3-5-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-O1-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-O1-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-O1-3.wiff
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20191227commercial samples
20191227-A+O-Commercial-O1-4.wiff
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20191227commercial samples
20191227-A+O-Commercial-O1-5.wiff
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20191227commercial samples
20191227-A+O-Commercial-O1-6.wiff
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20191227commercial samples
20191227-A+O-Commercial-O1-7.wiff
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20191227commercial samples
20191227-A+O-Commercial-O1-8.wiff
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20191227commercial samples
20191227-A+O-Commercial-O2-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-O2-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-O2-3.wiff
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20191227commercial samples
20191227-A+O-Commercial-O2-4.wiff
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20191227commercial samples
20191227-A+O-Commercial-O2-5.wiff
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20191227commercial samples
20191227-A+O-Commercial-O2-6.wiff
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20191227commercial samples
20191227-A+O-Commercial-O2-7.wiff
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20191227commercial samples
20191227-A+O-Commercial-O2-8.wiff
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20191227commercial samples
20191227-A+O-Commercial-O3-10.wiff
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20191227commercial samples
20191227-A+O-Commercial-O3-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-O3-3.wiff
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20191227commercial samples
20191227-A+O-Commercial-O3-4.wiff
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20191227commercial samples
20191227-A+O-Commercial-O3-5.wiff
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20191227commercial samples
20191227-A+O-Commercial-O3-6.wiff
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20191227commercial samples
20191227-A+O-Commercial-O3-7.wiff
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20191227commercial samples
20191227-A+O-Commercial-O3-8.wiff
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20191227commercial samples
20191227-A+O-Commercial-O3-9.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-1.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-10.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-11.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-12.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-13.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-14.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-15.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-16.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-17.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-18.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-19.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-2.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-20.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-21.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-22.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-23.wiff
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20191227commercial samples
20191227-A+O-Commercial-QC-24.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-25.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-26.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-27.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-28.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-29.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-3.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-30.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-31.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-32.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-33.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-34.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-35.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-36.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-4.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-5.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-6.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-7.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-8.wiff
Uploaded to metabolomics workbench
20191227commercial samples
20191227-A+O-Commercial-QC-9.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 496
Returning 101 rows!
Extracted information for 101 samples.
Processing  ST002827
Initiating REDU-table generation for AN004614
Rest length is 10
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/10 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 10/10 [00:00<00:00, 437.76it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004615
Rest length is 10
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/10 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 10/10 [00:00<00:00, 446.82it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004616
Rest length is 10
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/10 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 10/10 [00:00<00:00, 456.05it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 17%|█▋        | 523/3150 [33:46<7:56:35, 10.89s/it]
 17%|█▋        | 525/3150 [33:46<5:24:11,  7.41s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 17%|█▋        | 527/3150 [33:49<4:02:55,  5.56s/it]
 17%|█▋        | 531/3150 [33:50<2:08:22,  2.94s/it]
 17%|█▋        | 535/3150 [33:50<1:16:59,  1.77s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181001 Haskell Plasma Lipidomics HG1.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181001 Haskell Plasma Lipidomics HG2.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181001 Haskell Plasma Lipidomics HP3R.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181001 Haskell Plasma Lipidomics HP9R.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181001 Haskell Plasma Lipidomics meoh (2).mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181001 Haskell Plasma Lipidomics meoh (3).mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181001 Haskell Plasma Lipidomics meoh.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181001 Haskell Plasma Lipidomics method blank.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181003 Haskell Plasma Aminomics HG1.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181003 Haskell Plasma Aminomics HG2.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181003 Haskell Plasma Aminomics HP3R.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181003 Haskell Plasma Aminomics HP9R.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181003 Haskell Plasma Aminomics meoh (2).mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181003 Haskell Plasma Aminomics meoh (3).mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181003 Haskell Plasma Aminomics meoh.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181003 Haskell Plasma Aminomics method blank.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181016 Haskell Plasma Metabolomics HG1.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181016 Haskell Plasma Metabolomics HG2.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181016 Haskell Plasma Metabolomics HP3R.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181016 Haskell Plasma Metabolomics HP9R.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181016 Haskell Plasma Metabolomics meoh (2).mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181016 Haskell Plasma Metabolomics meoh (3).mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181016 Haskell Plasma Metabolomics meoh.mzML
.mzML Files
20181001 Haskell Plasma LipidomicsSET1-20181016 Haskell Plasma Metabolomics method blank.mzML
.mzML Files
Haskell Plasma Aminomics HP1.mzML
.mzML Files
Haskell Plasma Aminomics HP10.mzML
.mzML Files
Haskell Plasma Aminomics HP2.mzML
.mzML Files
Haskell Plasma Aminomics HP3.mzML
.mzML Files
Haskell Plasma Aminomics HP4.mzML
.mzML Files
Haskell Plasma Aminomics HP5.mzML
.mzML Files
Haskell Plasma Aminomics HP6.mzML
.mzML Files
Haskell Plasma Aminomics HP7.mzML
.mzML Files
Haskell Plasma Aminomics HP8.mzML
.mzML Files
Haskell Plasma Aminomics HP9.mzML
.mzML Files
Haskell Plasma Lipidomics HP1.mzML
.mzML Files
Haskell Plasma Lipidomics HP10.mzML
.mzML Files
Haskell Plasma Lipidomics HP2.mzML
.mzML Files
Haskell Plasma Lipidomics HP3.mzML
.mzML Files
Haskell Plasma Lipidomics HP4.mzML
.mzML Files
Haskell Plasma Lipidomics HP5.mzML
.mzML Files
Haskell Plasma Lipidomics HP6.mzML
.mzML Files
Haskell Plasma Lipidomics HP7.mzML
.mzML Files
Haskell Plasma Lipidomics HP8.mzML
.mzML Files
Haskell Plasma Lipidomics HP9.mzML
.mzML Files
Haskell Plasma Metabolomics HP1.mzML
.mzML Files
Haskell Plasma Metabolomics HP10.mzML
.mzML Files
Haskell Plasma Metabolomics HP2.mzML
.mzML Files
Haskell Plasma Metabolomics HP3.mzML
.mzML Files
Haskell Plasma Metabolomics HP4.mzML
.mzML Files
Haskell Plasma Metabolomics HP5.mzML
.mzML Files
Haskell Plasma Metabolomics HP6.mzML
.mzML Files
Haskell Plasma Metabolomics HP7.mzML
.mzML Files
Haskell Plasma Metabolomics HP8.mzML
.mzML Files
Haskell Plasma Metabolomics HP9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST001608
No raw data detected. Ignoring ST001608
Processing  ST000277
No raw data detected. Ignoring ST000277
Processing  ST000438
No raw data detected. Ignoring ST000438
Processing  ST003027
Initiating REDU-table generation for AN004962
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004963
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-1.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-10.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-11.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-12.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-13.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-14.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-15.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-16.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-17.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-18.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-19.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-2.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-20.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-21.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-22.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-23.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-24.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-25.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-26.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-27.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-28.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-29.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-3.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-30.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-31.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-32.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-4.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-5.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-6.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-7.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-8.mzML
1. Raw_Early_Tissue_targeted-LC-MS
Data07-BQ-ZY20221130-600MRM-RZZ-Sample-9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST001321
No raw data detected. Ignoring ST001321
Processing  ST001403
No raw data detected. Ignoring ST001403
Processing  ST000602
No raw data detected. Ignoring ST000602
Processing  ST000158
No raw data detected. Ignoring ST000158
Processing  ST000834
No raw data detected. Ignoring ST000834
Processing  ST001956
No raw data detected. Ignoring ST001956
Processing  ST002924
No raw data detected. Ignoring ST002924
Processing  ST000134
No raw data detected. Ignoring ST000134
Processing  ST001678
Initiating REDU-table generation for AN002736
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 17%|█▋        | 537/3150 [33:55<1:25:27,  1.96s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 17%|█▋        | 539/3150 [33:57<1:17:22,  1.78s/it]
SubjectIdentifierAsRecorded:
  : missing value
Tcell_Cers_UGCG_KD_RawData
Data20201120_T Cells Batch2_diluted and undiluted-1-dil.mzML
Tcell_Cers_UGCG_KD_RawData
Data20201120_T Cells Batch2_diluted and undiluted-2-dil.mzML
Tcell_Cers_UGCG_KD_RawData
Data20201120_T Cells Batch2_diluted and undiluted-3-dil.mzML
Tcell_Cers_UGCG_KD_RawData
Data20201120_T Cells Batch2_diluted and undiluted-4-dil.mzML
Tcell_Cers_UGCG_KD_RawData
Data20201120_T Cells Batch2_diluted and undiluted-5-dil.mzML
Tcell_Cers_UGCG_KD_RawData
Data20201120_T Cells Batch2_diluted and undiluted-6-dil.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002068
Initiating REDU-table generation for AN003370
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003371
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GM620 - CHCHD10 Cohort Heart Metabolomics
125dCtrl_10.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dCtrl_11.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dCtrl_6.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dCtrl_7.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dCtrl_8.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dCtrl_9.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dMut_10.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dMut_11.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dMut_6.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dMut_7.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dMut_8.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
125dMut_9.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dCtrl_12.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dCtrl_13.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dCtrl_14.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dCtrl_15.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dCtrl_16.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dMut_12.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dMut_13.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dMut_14.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dMut_15.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
225dMut_16.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dCtrl_1.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dCtrl_2.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dCtrl_3.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dCtrl_4.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dCtrl_5.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dMut_1.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dMut_2.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dMut_3.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dMut_4.mzXML
GM620 - CHCHD10 Cohort Heart Metabolomics
75dMut_5.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST002301
Initiating REDU-table generation for AN003757
Rest length is 170
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Plasma01-01_7_1_2272.d
Plasma01-02_7_1_2273.d
Plasma02-01_8_1_2274.d
Plasma02-02_8_1_2275.d
Plasma03-01_9_1_2276.d
Plasma31-02_37_1_2333.d
Plasma62-02_68_1_2413.d
Plasma85-02_91_1_2459.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST000022
No raw data detected. Ignoring ST000022
Processing  ST000454
No raw data detected. Ignoring ST000454
Processing  ST002328
Initiating REDU-table generation for AN003797
Rest length is 66
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003798
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
positive mode-20220923T012337Z-001
positive mode
A1a.raw
positive mode-20220923T012337Z-001
positive mode
A1b.raw
positive mode-20220923T012337Z-001
positive mode
A1c.raw
positive mode-20220923T012337Z-001
positive mode
A1d.raw
positive mode-20220923T012337Z-001
positive mode
A1e.raw
positive mode-20220923T012337Z-001
positive mode
A1f.raw
positive mode-20220923T012337Z-001
positive mode
A2a.raw
positive mode-20220923T012337Z-001
positive mode
A2b.raw
positive mode-20220923T012337Z-001
positive mode
A2c.raw
positive mode-20220923T012337Z-001
positive mode
A2d.raw
positive mode-20220923T012337Z-001
positive mode
A2e.raw
positive mode-20220923T012337Z-001
positive mode
A2f.raw
positive mode-20220923T012337Z-001
positive mode
A3a.raw
positive mode-20220923T012337Z-001
positive mode
A3b.raw
positive mode-20220923T012337Z-001
positive mode
A3c.raw
positive mode-20220923T012337Z-001
positive mode
A3d.raw
positive mode-20220923T012337Z-001
positive mode
A3e.raw
positive mode-20220923T012337Z-001
positive mode
A3f.raw
positive mode-20220923T012337Z-001
positive mode
A3g.raw
positive mode-20220923T012337Z-001
positive mode
A3h.raw
positive mode-20220923T012337Z-001
positive mode
A3i.raw
positive mode-20220923T012337Z-001
positive mode
A3j.raw
positive mode-20220923T012337Z-001
positive mode
A3k.raw
positive mode-20220923T012337Z-001
positive mode
A3l.raw
positive mode-20220923T012337Z-001
positive mode
A3m.raw
positive mode-20220923T012337Z-001
positive mode
A3n.raw
positive mode-20220923T012337Z-001
positive mode
B1a.raw
positive mode-20220923T012337Z-001
positive mode
B1b.raw
positive mode-20220923T012337Z-001
positive mode
B1c.raw
positive mode-20220923T012337Z-001
positive mode
B1d.raw
positive mode-20220923T012337Z-001
positive mode
B1e.raw
positive mode-20220923T012337Z-001
positive mode
B1f.raw
positive mode-20220923T012337Z-001
positive mode
B2a.raw
positive mode-20220923T012337Z-001
positive mode
B2b.raw
positive mode-20220923T012337Z-001
positive mode
B2c.raw
positive mode-20220923T012337Z-001
positive mode
B2d.raw
positive mode-20220923T012337Z-001
positive mode
B2e.raw
positive mode-20220923T012337Z-001
positive mode
B2f.raw
positive mode-20220923T012337Z-001
positive mode
B3a.raw
positive mode-20220923T012337Z-001
positive mode
B3aa.raw
positive mode-20220923T012337Z-001
positive mode
B3b.raw
positive mode-20220923T012337Z-001
positive mode
B3bb.raw
positive mode-20220923T012337Z-001
positive mode
B3c.raw
positive mode-20220923T012337Z-001
positive mode
B3d.raw
positive mode-20220923T012337Z-001
positive mode
B3e.raw
positive mode-20220923T012337Z-001
positive mode
B3f.raw
positive mode-20220923T012337Z-001
positive mode
B3g.raw
positive mode-20220923T012337Z-001
positive mode
B3h.raw
positive mode-20220923T012337Z-001
positive mode
B3i.raw
positive mode-20220923T012337Z-001
positive mode
B3j.raw
positive mode-20220923T012337Z-001
positive mode
B3k.raw
positive mode-20220923T012337Z-001
positive mode
B3l.raw
positive mode-20220923T012337Z-001
positive mode
B3m.raw
positive mode-20220923T012337Z-001
positive mode
B3n.raw
positive mode-20220923T012337Z-001
positive mode
B3o.raw
positive mode-20220923T012337Z-001
positive mode
B3p.raw
positive mode-20220923T012337Z-001
positive mode
B3q.raw
positive mode-20220923T012337Z-001
positive mode
B3r.raw
positive mode-20220923T012337Z-001
positive mode
B3s.raw
positive mode-20220923T012337Z-001
positive mode
B3t.raw
positive mode-20220923T012337Z-001
positive mode
B3u.raw
positive mode-20220923T012337Z-001
positive mode
B3v.raw
positive mode-20220923T012337Z-001
positive mode
B3w.raw
positive mode-20220923T012337Z-001
positive mode
B3x.raw
positive mode-20220923T012337Z-001
positive mode
B3y.raw
positive mode-20220923T012337Z-001
positive mode
B3z.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 17%|█▋        | 541/3150 [34:01<1:16:54,  1.77s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 17%|█▋        | 543/3150 [34:04<1:13:22,  1.69s/it]
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST003268
No raw data detected. Ignoring ST003268
Processing  ST003102
Initiating REDU-table generation for AN005076
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SQ1169
S25059.mzXML
SQ1169
S25060.mzXML
SQ1169
S25061.mzXML
SQ1169
S25062.mzXML
SQ1169
S25063.mzXML
SQ1169
S25064.mzXML
SQ1169
S25065.mzXML
SQ1169
S25066.mzXML
SQ1169
S25067.mzXML
SQ1169
S25068.mzXML
SQ1169
S25069.mzXML
SQ1169
S25070.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002742
Initiating REDU-table generation for AN004445
Rest length is 280
raw file key found.
Initiating REDU-table generation for AN004446
Rest length is 280
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HealthStatus:
  not applicable: missing value
DOIDCommonName:
  not applicable: missing value
HumanPopulationDensity:
  not applicable: missing value
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_1.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_10.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_11.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_12.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_13.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_14.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_15.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_16.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_17.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_18.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_19.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_2.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_20.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_21.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_22.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_23.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_24.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_25.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_26.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_27.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_28.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_29.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_3.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_30.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_32.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_33.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_4.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_5.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_6.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_7.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_8.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EST_9.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_1.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_103.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_104.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_105.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_106.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_107.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_109.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_110.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_111.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_116.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_117.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_118.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_16.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_17.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_18.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_19.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_31.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_32.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_4.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_40.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_42.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_44.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_45.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_46.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_48.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_49.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_5.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_51.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_52.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_53.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_55.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_56.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_58.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_6.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_60.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_61.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_62.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_63.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_64.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_66.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_67.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_68.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_7.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_70.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_71.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_72.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_78.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_8.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_80.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_82.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_84.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_88.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_89.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_90.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_91.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_92.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_EUR_93.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_1.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_10.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_11.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_12.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_13.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_14.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_2.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_3.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_4.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_5.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_6.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_7.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_8.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_QC_9.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_1.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_10.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_11.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_12.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_13.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_14.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_15.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_16.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_17.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_18.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_19.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_2.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_20.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_21.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_22.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_23.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_24.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_25.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_26.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_27.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_28.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_29.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_3.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_30.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_31.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_32.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_33.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_34.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_35.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_37.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_38.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_4.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_5.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_6.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_7.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_8.mzML
AyahuascaSamples_LCMS
AyahuascaSample_NEG_mzML
cha_neg_UDV_9.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_1.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_10.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_11.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_12.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_13.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_14.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_15.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_16.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_17.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_18.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_19.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_2.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_20.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_21.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_22.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_23.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_24.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_25.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_26.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_27.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_28.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_29.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_3.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_30.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_32.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_33.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_4.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_5.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_6.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_7.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_EST_8.mzML
AyahuascaSamples_LCMS
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cha_pos_EST_9.mzML
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cha_pos_EUR_1.mzML
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cha_pos_EUR_103.mzML
AyahuascaSamples_LCMS
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cha_pos_EUR_104.mzML
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cha_pos_EUR_105.mzML
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cha_pos_EUR_106.mzML
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cha_pos_EUR_107.mzML
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cha_pos_EUR_109.mzML
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cha_pos_EUR_110.mzML
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cha_pos_EUR_111.mzML
AyahuascaSamples_LCMS
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cha_pos_EUR_116.mzML
AyahuascaSamples_LCMS
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cha_pos_EUR_117.mzML
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cha_pos_EUR_118.mzML
AyahuascaSamples_LCMS
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cha_pos_EUR_16.mzML
AyahuascaSamples_LCMS
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cha_pos_EUR_17.mzML
AyahuascaSamples_LCMS
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cha_pos_EUR_18.mzML
AyahuascaSamples_LCMS
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cha_pos_EUR_19.mzML
AyahuascaSamples_LCMS
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cha_pos_EUR_31.mzML
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cha_pos_EUR_32.mzML
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cha_pos_EUR_4.mzML
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cha_pos_EUR_40.mzML
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cha_pos_EUR_42.mzML
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cha_pos_EUR_44.mzML
AyahuascaSamples_LCMS
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cha_pos_EUR_45.mzML
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cha_pos_EUR_46.mzML
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cha_pos_EUR_48.mzML
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cha_pos_EUR_49.mzML
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cha_pos_EUR_5.mzML
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cha_pos_EUR_51.mzML
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cha_pos_EUR_6.mzML
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AyahuascaSamples_LCMS/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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cha_pos_UDV_26.mzML
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cha_pos_UDV_27.mzML
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cha_pos_UDV_28.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_29.mzML
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cha_pos_UDV_3.mzML
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cha_pos_UDV_30.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_31.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_32.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_33.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_34.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_35.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_37.mzML
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cha_pos_UDV_38.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_4.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_5.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_6.mzML
AyahuascaSamples_LCMS
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cha_pos_UDV_7.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_UDV_8.mzML
AyahuascaSamples_LCMS
AyahuascaSample_POS_mzML
cha_pos_UDV_9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 252
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST001196
Initiating REDU-table generation for AN001992
Rest length is 84
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/84 [00:00<?, ?it/s]

Mapping potential matches:  62%|██████▏   | 52/84 [00:00<00:00, 515.34it/s]
Mapping potential matches: 100%|██████████| 84/84 [00:00<00:00, 507.38it/s]

 17%|█▋        | 545/3150 [36:25<14:12:19, 19.63s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 17%|█▋        | 546/3150 [36:30<11:56:41, 16.51s/it]
 17%|█▋        | 550/3150 [36:30<5:25:18,  7.51s/it] analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002762
Initiating REDU-table generation for AN004491
Rest length is 369
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
NOVI_B_1.raw
NOVI_B_10.raw
NOVI_B_11.raw
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NOVI_B_7.raw
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NOVI_CHEAR_U_1.raw
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NOVI_HHEAR_U1_1.raw
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NOVI_HHEAR_U1_13.raw
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NOVI_HHEAR_U2_1.raw
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NOVI_HHEAR_U2_2.raw
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NOVI_S_23.raw
NOVI_S_230.raw
NOVI_S_231.raw
NOVI_S_232.raw
NOVI_S_233.raw
NOVI_S_234.raw
NOVI_S_235.raw
NOVI_S_236.raw
NOVI_S_237.raw
NOVI_S_238.raw
NOVI_S_239.raw
NOVI_S_24.raw
NOVI_S_240.raw
NOVI_S_241.raw
NOVI_S_242.raw
NOVI_S_243.raw
NOVI_S_244.raw
NOVI_S_245.raw
NOVI_S_246.raw
NOVI_S_247.raw
NOVI_S_248.raw
NOVI_S_249.raw
NOVI_S_25.raw
NOVI_S_250.raw
NOVI_S_251.raw
NOVI_S_252.raw
NOVI_S_253.raw
NOVI_S_254.raw
NOVI_S_255.raw
NOVI_S_256.raw
NOVI_S_257.raw
NOVI_S_258.raw
NOVI_S_259.raw
NOVI_S_26.raw
NOVI_S_260.raw
NOVI_S_261.raw
NOVI_S_262.raw
NOVI_S_263.raw
NOVI_S_264.raw
NOVI_S_265.raw
NOVI_S_27.raw
NOVI_S_28.raw
NOVI_S_29.raw
NOVI_S_3.raw
NOVI_S_30.raw
NOVI_S_31.raw
NOVI_S_32.raw
NOVI_S_33.raw
NOVI_S_34.raw
NOVI_S_35.raw
NOVI_S_36.raw
NOVI_S_37.raw
NOVI_S_38.raw
NOVI_S_39.raw
NOVI_S_4.raw
NOVI_S_40.raw
NOVI_S_41.raw
NOVI_S_42.raw
NOVI_S_43.raw
NOVI_S_44.raw
NOVI_S_45.raw
NOVI_S_46.raw
NOVI_S_47.raw
NOVI_S_48.raw
NOVI_S_49.raw
NOVI_S_5.raw
NOVI_S_50.raw
NOVI_S_51.raw
NOVI_S_52.raw
NOVI_S_53.raw
NOVI_S_54.raw
NOVI_S_55.raw
NOVI_S_56.raw
NOVI_S_57.raw
NOVI_S_58.raw
NOVI_S_59.raw
NOVI_S_6.raw
NOVI_S_60.raw
NOVI_S_61.raw
NOVI_S_62.raw
NOVI_S_63.raw
NOVI_S_64.raw
NOVI_S_65.raw
NOVI_S_66.raw
NOVI_S_67.raw
NOVI_S_68.raw
NOVI_S_69.raw
NOVI_S_7.raw
NOVI_S_70.raw
NOVI_S_71.raw
NOVI_S_72.raw
NOVI_S_73.raw
NOVI_S_74.raw
NOVI_S_75.raw
NOVI_S_76.raw
NOVI_S_77.raw
NOVI_S_78.raw
NOVI_S_79.raw
NOVI_S_8.raw
NOVI_S_80.raw
NOVI_S_81.raw
NOVI_S_82.raw
NOVI_S_83.raw
NOVI_S_84.raw
NOVI_S_85.raw
NOVI_S_86.raw
NOVI_S_87.raw
NOVI_S_88.raw
NOVI_S_89.raw
NOVI_S_9.raw
NOVI_S_90.raw
NOVI_S_91.raw
NOVI_S_92.raw
NOVI_S_93.raw
NOVI_S_94.raw
NOVI_S_95.raw
NOVI_S_96.raw
NOVI_S_97.raw
NOVI_S_98.raw
NOVI_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 369 rows!
Extracted information for 369 samples.
Processing  ST003358
No raw data detected. Ignoring ST003358
Processing  ST000392
No raw data detected. Ignoring ST000392
Processing  ST000582
No raw data detected. Ignoring ST000582
Processing  ST001317
No raw data detected. Ignoring ST001317
Processing  ST001771
Initiating REDU-table generation for AN002878
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20201211_QEF1_HILIC_BoryROSrepeat_BP609.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP610.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP611.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP612.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP613.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP614.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP615.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP616.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP617.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP618.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP619.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP620.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 552/3150 [36:33<4:16:17,  5.92s/it]
 18%|█▊        | 553/3150 [36:34<3:34:42,  4.96s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 555/3150 [36:36<2:45:47,  3.83s/it]
 18%|█▊        | 559/3150 [36:37<1:26:50,  2.01s/it]
20201211_QEF1_HILIC_BoryROSrepeat_BP621.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP622.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP623.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP624.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP625.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP626.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP627_pool01x_a.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP627_pool01x_b.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP627_pool01x_c.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP627_pool01x_d.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP628_pool03x.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP629_pool01x_a.raw
20201211_QEF1_HILIC_BoryROSrepeat_BP629_pool01x_b.raw
20201211_QEF1_HILIC_BoryROSrepeat_blank1.raw
20201211_QEF1_HILIC_BoryROSrepeat_blank2.raw
20201211_QEF1_HILIC_BoryROSrepeat_blank3.raw
20201211_QEF1_HILIC_BoryROSrepeat_blank4.raw
20201211_QEF1_HILIC_BoryROSrepeat_blank5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002518
Initiating REDU-table generation for AN004147
Rest length is 78
Adding raw data not present in REST for sample QC7 named M00182_20220405Neg_QC7.raw
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN004148
Rest length is 78
Adding raw data not present in REST for sample QC7 named M00182_20220405Neg_QC7.raw
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST003363
No raw data detected. Ignoring ST003363
Processing  ST002723
No raw data detected. Ignoring ST002723
Processing  ST001796
Initiating REDU-table generation for AN002917
Rest length is 19
raw file key found.
Initiating REDU-table generation for AN002918
Rest length is 19
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData_treatment_study
CFD_1.raw
MyData_treatment_study
CFD_2.raw
MyData_treatment_study
CFD_3.raw
MyData_treatment_study
CFD_4.raw
MyData_treatment_study
Cele_pro_HFD_2.raw
MyData_treatment_study
Cele_pro_HFD_3.raw
MyData_treatment_study
Cele_pro_HFD_4.raw
MyData_treatment_study
HFD_1.raw
MyData_treatment_study
HFD_2.raw
MyData_treatment_study
HFD_3.raw
MyData_treatment_study
HFD_4.raw
MyData_treatment_study
HFD_5.raw
MyData_treatment_study
HFD_6.raw
MyData_treatment_study
HFD_7.raw
MyData_treatment_study
cele_HFD_1.raw
MyData_treatment_study
cele_HFD_2.raw
MyData_treatment_study
cele_HFD_3.raw
MyData_treatment_study
cele_HFD_4.raw
MyData_treatment_study
cele_HFD_5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 19 rows!
Extracted information for 19 samples.
Processing  ST000486
No raw data detected. Ignoring ST000486
Processing  ST000456
No raw data detected. Ignoring ST000456
Processing  ST000718
No raw data detected. Ignoring ST000718
Processing  ST002133
No raw data detected. Ignoring ST002133
Processing  ST003413
Initiating REDU-table generation for AN005606
Rest length is 47
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005607
Rest length is 47
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
  : missing value
mzML-NEG
B1.mzML
mzML-NEG
B2.mzML
mzML-NEG
B3.mzML
mzML-NEG
Bu1.mzML
mzML-NEG
Bu2.mzML
mzML-NEG
Bu3.mzML
mzML-NEG
E1.mzML
mzML-NEG
E2.mzML
mzML-NEG
E3.mzML
mzML-NEG
G1.mzML
mzML-NEG
G2.mzML
mzML-NEG
G3.mzML
mzML-NEG
H1.mzML
mzML-NEG
H2.mzML
mzML-NEG
H3.mzML
mzML-NEG
I1.mzML
mzML-NEG
I2.mzML
mzML-NEG
I3.mzML
mzML-NEG
K1.mzML
mzML-NEG
K2.mzML
mzML-NEG
K3.mzML
mzML-NEG
L1.mzML
mzML-NEG
L2.mzML
mzML-NEG
L3.mzML
mzML-NEG
M1.mzML
mzML-NEG
M2.mzML
mzML-NEG
M3.mzML
mzML-NEG
N1.mzML
mzML-NEG
N2.mzML
mzML-NEG
N3.mzML
mzML-NEG
O1.mzML
mzML-NEG
O2.mzML
mzML-NEG
O3.mzML
mzML-NEG
QC1.mzML
mzML-NEG
QC2.mzML
mzML-NEG
QC3.mzML
mzML-NEG
QC4.mzML
mzML-NEG
QC5.mzML
mzML-NEG
S1.mzML
mzML-NEG
S2.mzML
mzML-NEG
S3.mzML
mzML-NEG
T1.mzML
mzML-NEG
T2.mzML
mzML-NEG
T3.mzML
mzML-NEG
X1.mzML
mzML-NEG
X2.mzML
mzML-NEG
X3.mzML
mzML-POS
B1.mzML
mzML-POS
B2.mzML
mzML-POS
B3.mzML
mzML-POS
Bu1.mzML
mzML-POS
Bu2.mzML
mzML-POS
Bu3.mzML
mzML-POS
E1.mzML
mzML-POS
E2.mzML
mzML-POS
E3.mzML
mzML-POS
G1.mzML
mzML-POS
G2.mzML
mzML-POS
G3.mzML
mzML-POS
H1.mzML
mzML-POS
H2.mzML
mzML-POS
H3.mzML
mzML-POS
I1.mzML
mzML-POS
I2.mzML
mzML-POS
I3.mzML
mzML-POS
K1.mzML
mzML-POS
K2.mzML
mzML-POS
K3.mzML
mzML-POS
L1.mzML
mzML-POS
L2.mzML
mzML-POS
L3.mzML
mzML-POS
M1.mzML
mzML-POS
M2.mzML
mzML-POS
M3.mzML
mzML-POS
N1.mzML
mzML-POS
N2.mzML
mzML-POS
N3.mzML
mzML-POS
O1.mzML
mzML-POS
O2.mzML
mzML-POS
O3.mzML
mzML-POS
QC1.mzML
mzML-POS
QC2.mzML
mzML-POS
QC3.mzML
mzML-POS
QC4.mzML
mzML-POS
QC5.mzML
mzML-POS
S1.mzML
mzML-POS
S2.mzML
mzML-POS
S3.mzML
mzML-POS
T1.mzML
mzML-POS
T2.mzML
mzML-POS
T3.mzML
mzML-POS
X1.mzML
mzML-POS
X2.mzML
mzML-POS
X3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 94 rows!
Extracted information for 94 samples.
Processing  ST002678
Initiating REDU-table generation for AN004350
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217016809.raw
90218016809.raw
90222016809.raw
90223016809.raw
90225016809.raw
90227016809.raw
90229016809.raw
90232016809.raw
90237016809.raw
90239016809.raw
90245016809.raw
90248016809.raw
90251016809.raw
90252016809.raw
90254016809.raw
90258016809.raw
90259016809.raw
90265016809.raw
90266016809.raw
90267016809.raw
90280016809.raw
90281016809.raw
90283016809.raw
90289016809.raw
90292016809.raw
90406016809.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 561/3150 [36:44<1:43:59,  2.41s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 562/3150 [36:47<1:48:19,  2.51s/it]
 18%|█▊        | 564/3150 [36:47<1:15:48,  1.76s/it]
90410016809.raw
90412016809.raw
90416016809.raw
90420016809.raw
90421016809.raw
90422016809.raw
90423016809.raw
90426016809.raw
90430016809.raw
90439016809.raw
90441016809.raw
90444016809.raw
90449016809.raw
90450016809.raw
90559016809.raw
90560016809.raw
90564016809.raw
90567016809.raw
90571016809.raw
90576016809.raw
90578016809.raw
90581016809.raw
90585016809.raw
90587016809.raw
IPE_Reference_Liver.raw
IPE_Reference_Liver02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Liver.raw
SED_Reference_Liver02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST002664
Initiating REDU-table generation for AN004336
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0092m_MoTrPAC_PASS1B_HP-PREFA01.raw
0092n_MoTrPAC_PASS1B_HP-PREFB01.raw
0092o_MoTrPAC_PASS1B_HP-Sed01-COL.raw
0092p_MoTrPAC_PASS1B_HP-Sed02-COL.raw
0092q_MoTrPAC_PASS1B_HP-IPE01-COL.raw
0092r_MoTrPAC_PASS1B_HP-IPE02-COL.raw
0093_MoTrPAC_PASS1B_HP-90217016103-COL.raw
0094_MoTrPAC_PASS1B_HP-90218016103-COL.raw
0095_MoTrPAC_PASS1B_HP-90222016103-COL.raw
0096_MoTrPAC_PASS1B_HP-90223016103-COL.raw
0097_MoTrPAC_PASS1B_HP-90225016103-COL.raw
0098_MoTrPAC_PASS1B_HP-90227016103-COL.raw
0099_MoTrPAC_PASS1B_HP-90229016103-COL.raw
0100_MoTrPAC_PASS1B_HP-90232016103-COL.raw
0101_MoTrPAC_PASS1B_HP-90237016103-COL.raw
0102_MoTrPAC_PASS1B_HP-90239016103-COL.raw
0103_MoTrPAC_PASS1B_HP-90245016103-COL.raw
0104_MoTrPAC_PASS1B_HP-90248016103-COL.raw
0105_MoTrPAC_PASS1B_HP-90251016103-COL.raw
0106_MoTrPAC_PASS1B_HP-90252016103-COL.raw
0107_MoTrPAC_PASS1B_HP-90254016103-COL.raw
0108_MoTrPAC_PASS1B_HP-90258016103-COL.raw
0109_MoTrPAC_PASS1B_HP-90259016103-COL.raw
0110_MoTrPAC_PASS1B_HP-90265016103-COL.raw
0111_MoTrPAC_PASS1B_HP-90266016103-COL.raw
0112_MoTrPAC_PASS1B_HP-90267016103-COL.raw
0112a_MoTrPAC_PASS1B_HP-PREFA02.raw
0112b_MoTrPAC_PASS1B_HP-PREFB02.raw
0113_MoTrPAC_PASS1B_HP-90280016103-COL.raw
0114_MoTrPAC_PASS1B_HP-90281016103-COL.raw
0115_MoTrPAC_PASS1B_HP-90283016103-COL.raw
0116_MoTrPAC_PASS1B_HP-90289016103-COL.raw
0117_MoTrPAC_PASS1B_HP-90292016103-COL.raw
0118_MoTrPAC_PASS1B_HP-90406016103-COL.raw
0119_MoTrPAC_PASS1B_HP-90410016103-COL.raw
0120_MoTrPAC_PASS1B_HP-90412016103-COL.raw
0121_MoTrPAC_PASS1B_HP-90416016103-COL.raw
0122_MoTrPAC_PASS1B_HP-90420016103-COL.raw
0123_MoTrPAC_PASS1B_HP-90421016103-COL.raw
0124_MoTrPAC_PASS1B_HP-90422016103-COL.raw
0125_MoTrPAC_PASS1B_HP-90423016103-COL.raw
0126_MoTrPAC_PASS1B_HP-90426016103-COL.raw
0127_MoTrPAC_PASS1B_HP-90430016103-COL.raw
0128_MoTrPAC_PASS1B_HP-90439016103-COL.raw
0129_MoTrPAC_PASS1B_HP-90441016103-COL.raw
0130_MoTrPAC_PASS1B_HP-90444016103-COL.raw
0131_MoTrPAC_PASS1B_HP-90449016103-COL.raw
0132_MoTrPAC_PASS1B_HP-90450016103-COL.raw
0132a_MoTrPAC_PASS1B_HP-PREFA03.raw
0132b_MoTrPAC_PASS1B_HP-PREFB03.raw
0133_MoTrPAC_PASS1B_HP-90559016103-COL.raw
0134_MoTrPAC_PASS1B_HP-90560016103-COL.raw
0135_MoTrPAC_PASS1B_HP-90564016103-COL.raw
0136_MoTrPAC_PASS1B_HP-90567016103-COL.raw
0137_MoTrPAC_PASS1B_HP-90571016103-COL.raw
0138_MoTrPAC_PASS1B_HP-90576016103-COL.raw
0139_MoTrPAC_PASS1B_HP-90578016103-COL.raw
0140_MoTrPAC_PASS1B_HP-90581016103-COL.raw
0141_MoTrPAC_PASS1B_HP-90585016103-COL.raw
0142_MoTrPAC_PASS1B_HP-90587016103-COL.raw
0142a_MoTrPAC_PASS1B_HP-Sed03-COL.raw
0142b_MoTrPAC_PASS1B_HP-Sed04-COL.raw
0142c_MoTrPAC_PASS1B_HP-IPE03-COL.raw
0142d_MoTrPAC_PASS1B_HP-IPE04-COL.raw
0142e_MoTrPAC_PASS1B_HP-PREFA04.raw
0142f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST000193
No raw data detected. Ignoring ST000193
Processing  ST001222
No raw data detected. Ignoring ST001222
Processing  ST000044
No raw data detected. Ignoring ST000044
Processing  ST000095
Initiating REDU-table generation for AN000151
Rest length is 15
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 687.20it/s]

 18%|█▊        | 566/3150 [36:48<56:36,  1.31s/it]  
 18%|█▊        | 569/3150 [36:48<36:55,  1.16it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000518
No raw data detected. Ignoring ST000518
Processing  ST001307
No raw data detected. Ignoring ST001307
Processing  ST001177
Initiating REDU-table generation for AN001953
Rest length is 6
An error occurred in MWB_to_REDU_wrapper: 'str' object has no attribute 'get'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 360, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    study_id = item.get('study_id', 'NA')
AttributeError: 'str' object has no attribute 'get'

Processing  ST001981
No raw data detected. Ignoring ST001981
Processing  ST001950
Initiating REDU-table generation for AN003174
Rest length is 114
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003175
Rest length is 114
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MildTBIDataUpload
Negative mzML
10A_T1_I2_G2_L1.mzML
MildTBIDataUpload
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10C_T3_I2_G2_L1.mzML
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10D_T4_I2_G2_L1.mzML
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11A_T1_I3_G2_L1.mzML
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11B_T2_I3_G2_L1.mzML
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14A_T1_I1_G1_L1.mzML
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18A_T1_I1_G1_L1.mzML
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1C_T3_I1_G2_L1.mzML
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1D_T4_I1_G2_L1.mzML
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20A_T1_I3_G1_L1.mzML
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MildTBIDataUpload
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MildTBIDataUpload
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MildTBIDataUpload
Negative mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 571/3150 [36:53<54:21,  1.26s/it]
7D_T4_I1_G2_L1.mzML
MildTBIDataUpload
Negative mzML
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MildTBIDataUpload
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MildTBIDataUpload
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8C_T3_I2_G2_L1.mzML
MildTBIDataUpload
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MildTBIDataUpload
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9A_T1_I3_G2_L1.mzML
MildTBIDataUpload
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9C_T3_I3_G2_L1.mzML
MildTBIDataUpload
Negative mzML
9D_T4_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
10A_T1_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
10C_T3_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
10D_T4_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
11A_T1_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
11B_T2_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
11C_T3_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
11D_T4_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
12A_T1_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
12B_T2_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
12C_T3_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
12D_T4_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
13A_T1_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
13B_T2_I2_G1_L2.mzML
MildTBIDataUpload
Positive mzML
13C_T3_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
14A_T1_I1_G1_L1.mzML
MildTBIDataUpload
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14B_T2_I1_G1_L1.mzML
MildTBIDataUpload
Positive mzML
14C_T3_I1_G1_L1.mzML
MildTBIDataUpload
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14D_T4_I1_G1_L1.mzML
MildTBIDataUpload
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15A_T1_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
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MildTBIDataUpload
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MildTBIDataUpload
Positive mzML
16A_T1_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
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MildTBIDataUpload
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MildTBIDataUpload
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MildTBIDataUpload
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MildTBIDataUpload
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MildTBIDataUpload
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23A_T1_I3_G1_L1.mzML
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Positive mzML
26B_T2_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
26C_T3_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
26D_T4_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
27A_T1_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
27B_T2_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
27C_T3_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
27D_T4_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
28A_T1_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
28B_T2_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
28C_T3_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
28D_T4_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
29A_T1_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
29B_T2_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
29C_T3_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
29D_T4_I2_G1_L1.mzML
MildTBIDataUpload
Positive mzML
2A_T1_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
2B_T2_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
2C_T3_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
2D_T4_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
30A_T1_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
30B_T2_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
30C_T3_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
30D_T4_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
31A_T1_I1_G1_L1.mzML
MildTBIDataUpload
Positive mzML
31B_T2_I1_G1_L1.mzML
MildTBIDataUpload
Positive mzML
31C_T3_I1_G1_L1.mzML
MildTBIDataUpload
Positive mzML
31D_T4_I1_G1_L1.mzML
MildTBIDataUpload
Positive mzML
32A_T1_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
32B_T2_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
32C_T3_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
32D_T4_I3_G1_L1.mzML
MildTBIDataUpload
Positive mzML
3A_T1_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
3C_T3_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
3D_T4_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
4A_T1_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
4C_T3_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
4D_T4_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
5A_T1_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
5B_T2_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
5C_T3_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
5D_T4_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
6A_T1_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
6B_T2_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
6C_T3_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
6D_T4_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
7A_T1_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
7B_T2_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
7C_T3_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
7D_T4_I1_G2_L1.mzML
MildTBIDataUpload
Positive mzML
8A_T1_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
8B_T2_I2_G2_L2.mzML
MildTBIDataUpload
Positive mzML
8C_T3_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
8D_T4_I2_G2_L1.mzML
MildTBIDataUpload
Positive mzML
9A_T1_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
9C_T3_I3_G2_L1.mzML
MildTBIDataUpload
Positive mzML
9D_T4_I3_G2_L1.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 228 rows!
Extracted information for 228 samples.
Processing  ST002811
No raw data detected. Ignoring ST002811
Processing  ST002264
Initiating REDU-table generation for AN003698
Rest length is 56
raw file key found.
Initiating REDU-table generation for AN003699
Rest length is 56
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw
VT_190927_F058_001.raw
raw
VT_190927_F058_003.raw
raw
VT_190927_F058_005.raw
raw
VT_190927_F058_007.raw
raw
VT_190927_F058_009.raw
raw
VT_190927_F058_011.raw
raw
VT_190927_F058_013.raw
raw
VT_190927_F058_015.raw
raw
VT_190927_F058_017.raw
raw
VT_190927_F058_019.raw
raw
VT_190927_F058_021.raw
raw
VT_190927_F058_023.raw
raw
VT_190927_F058_025.raw
raw
VT_190927_F058_027.raw
raw
VT_190927_F058_029.raw
raw
VT_190927_F058_031.raw
raw
VT_190927_F058_033.raw
raw
VT_190927_F058_035.raw
raw
VT_190927_F058_037.raw
raw
VT_190927_F058_039.raw
raw
VT_190927_F058_041.raw
raw
VT_190927_F058_043.raw
raw
VT_190927_F058_045.raw
raw
VT_190927_F058_047.raw
raw
VT_190927_F058_049.raw
raw
VT_190927_F058_051.raw
raw
VT_190927_F058_053.raw
raw
VT_190927_F058_055.raw
raw
VT_190927_F058_057.raw
raw
VT_190927_F058_059.raw
raw
VT_190927_F058_061.raw
raw
VT_190927_F058_063.raw
raw
VT_190927_F058_065.raw
raw
VT_190927_F058_067.raw
raw
VT_190927_F058_069.raw
raw
VT_190927_F058_071.raw
raw
VT_190927_F058_073.raw
raw
VT_190927_F058_075.raw
raw
VT_190927_F058_077.raw
raw
VT_190927_F058_079.raw
raw
VT_190927_F058_081.raw
raw
VT_190927_F058_083.raw
raw
VT_190927_F058_085.raw
raw
VT_190927_F058_087.raw
raw
VT_190927_F058_089.raw
raw
VT_190927_F058_091.raw
raw
VT_190927_F058_093.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 573/3150 [36:56<59:38,  1.39s/it]
raw
VT_190927_F058_095.raw
raw
VT_190927_F058_097.raw
raw
VT_190927_F058_099.raw
raw
VT_190927_F058_101.raw
raw
VT_190927_F058_103.raw
raw
VT_190927_F058_105.raw
raw
VT_190927_F058_107.raw
raw
VT_190927_F058_109.raw
raw
VT_190927_F058_111.raw
raw
VT_190927_F058_113.raw
raw
VT_190927_F058_115.raw
raw
VT_190927_F058_117.raw
raw
VT_190927_F058_119.raw
raw
VT_190927_F058_121.raw
raw
VT_190927_F058_123.raw
raw
VT_190927_F058_125.raw
raw
VT_190927_F058_127.raw
raw
VT_190927_F058_129.raw
raw
VT_190927_F058_131.raw
raw
VT_190927_F058_133.raw
raw
VT_190927_F058_135.raw
raw
VT_190927_F058_137.raw
raw
VT_190927_F058_139.raw
raw
VT_190927_F058_141.raw
raw
VT_190927_F058_143.raw
raw
VT_190927_F058_145.raw
raw
VT_190927_F058_147.raw
raw
VT_190927_F058_149.raw
raw
VT_190927_F058_151.raw
raw
VT_190927_F058_153.raw
raw
VT_190927_F058_155.raw
raw
VT_190927_F058_157.raw
raw
VT_190927_F058_159.raw
raw
VT_190927_F058_161.raw
raw
VT_190927_F058_163.raw
raw
VT_190927_F058_165.raw
raw
VT_190927_F058_167.raw
raw
VT_190927_F058_169.raw
raw
VT_190927_F058_171.raw
raw
VT_190927_F058_173.raw
raw
VT_190927_F058_175.raw
raw
VT_190927_F058_177.raw
raw
VT_190927_F058_179.raw
raw
VT_190927_F058_181.raw
raw
VT_190927_F058_183.raw
raw
VT_190927_F058_185.raw
raw
VT_190927_F058_187.raw
raw
VT_190927_F058_189.raw
raw
VT_190927_F058_191.raw
raw
VT_190927_F058_193.raw
raw
VT_190927_F058_195.raw
raw
VT_190927_F058_197.raw
raw
VT_190927_F058_199.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 100 rows!
Extracted information for 100 samples.
Processing  ST002737
No raw data detected. Ignoring ST002737
Processing  ST001932
Initiating REDU-table generation for AN003141
Rest length is 2158
raw file key found.
Initiating REDU-table generation for AN003142
Rest length is 2158
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_001.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_003.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_005.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_007.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_009.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_011.raw
Chear_2017_1962_Jensen_M436
batch1
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Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_015.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_017.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_019.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_021.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_023.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_025.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_027.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_029.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_031.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_033.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_035.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_037.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_039.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_041.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_043.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_045.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_047.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_049.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_051.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_053.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_055.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_057.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_059.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_061.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_063.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_065.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_067.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_069.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_071.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_073.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_075.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_077.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_079.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_081.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_083.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_085.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_087.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_089.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_091.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_093.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_095.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_097.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_099.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_101.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_103.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_105.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_107.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_109.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_111.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_113.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_115.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_117.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_119.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_121.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_123.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_125.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_127.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_129.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_131.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_133.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_135.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_137.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_139.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_141.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_143.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_145.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_147.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_149.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_151.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_153.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_155.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_157.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_159.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_161.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_163.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_165.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_167.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_169.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_171.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_173.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_175.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_177.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_179.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_181.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_183.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_185.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_187.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_189.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_191.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_193.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_195.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_197.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_199.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_201.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_203.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_205.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_207.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_209.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_211.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_213.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_215.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_217.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_219.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_221.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_223.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_225.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_227.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_229.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_231.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_233.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_235.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_237.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_239.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_241.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_243.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_245.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_247.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_249.raw
Chear_2017_1962_Jensen_M436
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KL_200505_M436_251.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_253.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_255.raw
Chear_2017_1962_Jensen_M436
batch1
KL_200505_M436_257.raw
Chear_2017_1962_Jensen_M436
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Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_185.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_187.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_189.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_191.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_193.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_195.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_197.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_199.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_201.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_203.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_205.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_207.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_209.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_211.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_213.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_215.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_217.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_219.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_221.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_223.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_225.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_227.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_229.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_231.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_233.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_235.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_237.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_239.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_241.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_243.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_245.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_247.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_249.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_251.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_253.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 575/3150 [37:43<5:29:52,  7.69s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 576/3150 [37:46<4:55:45,  6.89s/it]
 18%|█▊        | 578/3150 [37:46<3:19:54,  4.66s/it]
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_255.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_257.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_259.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_261.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_263.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_265.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_267.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_269.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_271.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_273.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_275.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_277.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_279.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_281.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_283.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_285.raw
Chear_2017_1962_Jensen_M436
batch9
KL_200516_M436_287.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 5979 rows!
Extracted information for 5979 samples.
Processing  ST003154
Initiating REDU-table generation for AN005174
Rest length is 71
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005175
Rest length is 71
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzML_GC
STD10_c.mzML
mzML_GC
STD11_c.mzML
mzML_GC
STD12_c.mzML
mzML_GC
STD2_c.mzML
mzML_GC
STD3_c.mzML
mzML_GC
STD4_c.mzML
mzML_GC
STD5_c.mzML
mzML_GC
STD6_c.mzML
mzML_GC
STD7_c.mzML
mzML_GC
STD8_c.mzML
mzML_GC
STD9_c.mzML
mzML_GC
TIF10_GC.mzML
mzML_GC
TIF11_GC.mzML
mzML_GC
TIF12_GC.mzML
mzML_GC
TIF13_GC.mzML
mzML_GC
TIF1_GC.mzML
mzML_GC
TIF2_GC.mzML
mzML_GC
TIF3_GC.mzML
mzML_GC
TIF4_GC.mzML
mzML_GC
TIF5_GC.mzML
mzML_GC
TIF6_GC.mzML
mzML_GC
TIF7_GC.mzML
mzML_GC
TIF8_GC.mzML
mzML_GC
TIF9_GC.mzML
mzML_LC1
STD10_a.mzML
mzML_LC1
STD11_a.mzML
mzML_LC1
STD12_a.mzML
mzML_LC1
STD13_a.mzML
mzML_LC1
STD14_a.mzML
mzML_LC1
STD15_a.mzML
mzML_LC1
STD2_a.mzML
mzML_LC1
STD3_a.mzML
mzML_LC1
STD4_a.mzML
mzML_LC1
STD5_a.mzML
mzML_LC1
STD6_a.mzML
mzML_LC1
STD7_a.mzML
mzML_LC1
STD8_a.mzML
mzML_LC1
STD9_a.mzML
mzML_LC1
TIF1.mzML
mzML_LC1
TIF10.mzML
mzML_LC1
TIF11.mzML
mzML_LC1
TIF12.mzML
mzML_LC1
TIF13.mzML
mzML_LC1
TIF2.mzML
mzML_LC1
TIF3.mzML
mzML_LC1
TIF4.mzML
mzML_LC1
TIF5.mzML
mzML_LC1
TIF6.mzML
mzML_LC1
TIF7.mzML
mzML_LC1
TIF8.mzML
mzML_LC1
TIF9.mzML
mzML_LC2
STD10_b.mzML
mzML_LC2
STD11_b.mzML
mzML_LC2
STD12_b.mzML
mzML_LC2
STD13_b.mzML
mzML_LC2
STD14_b.mzML
mzML_LC2
STD3_b.mzML
mzML_LC2
STD4_b.mzML
mzML_LC2
STD5_b.mzML
mzML_LC2
STD6_b.mzML
mzML_LC2
STD7_b.mzML
mzML_LC2
STD8_b.mzML
mzML_LC2
STD9_b.mzML
mzML_LC2
TIF14.mzML
mzML_LC2
TIF15.mzML
mzML_LC2
TIF16.mzML
mzML_LC2
TIF17.mzML
mzML_LC2
TIF18.mzML
mzML_LC2
TIF19.mzML
mzML_LC2
TIF20.mzML
mzML_LC2
TIF21.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 71 rows!
Extracted information for 71 samples.
Processing  ST000911
No raw data detected. Ignoring ST000911
Processing  ST000330
No raw data detected. Ignoring ST000330
Processing  ST000061
Initiating REDU-table generation for AN000099
Rest length is 130
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/130 [00:00<?, ?it/s]

Mapping potential matches:  15%|█▌        | 20/130 [00:00<00:00, 195.00it/s]

Mapping potential matches:  31%|███       | 40/130 [00:00<00:00, 196.78it/s]

Mapping potential matches:  46%|████▌     | 60/130 [00:00<00:00, 196.71it/s]

Mapping potential matches:  62%|██████▏   | 80/130 [00:00<00:00, 197.24it/s]

Mapping potential matches:  77%|███████▋  | 100/130 [00:00<00:00, 197.79it/s]

Mapping potential matches:  93%|█████████▎| 121/130 [00:00<00:00, 198.54it/s]
Mapping potential matches: 100%|██████████| 130/130 [00:00<00:00, 197.87it/s]

 18%|█▊        | 579/3150 [37:47<2:51:16,  4.00s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 581/3150 [37:50<2:12:19,  3.09s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000960
No raw data detected. Ignoring ST000960
Processing  ST003565
Initiating REDU-table generation for AN005857
Rest length is 13
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005858
Rest length is 13
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DMSO_1.raw
DMSO_2.raw
DMSO_3.raw
DMSO_4.raw
KAE609_20x_1.raw
KAE609_20x_2.raw
KAE609_20x_3.raw
KAE609_5x_1.raw
KAE609_5x_2.raw
KAE609_5x_3.raw
WEHI-1888504_1.raw
WEHI-1888504_2.raw
WEHI-1888504_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 13 rows!
Extracted information for 13 samples.
Processing  ST002612
Initiating REDU-table generation for AN004284
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 496.35it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 495.60it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 18%|█▊        | 582/3150 [37:53<2:07:23,  2.98s/it]
 19%|█▊        | 583/3150 [37:53<1:42:13,  2.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 19%|█▊        | 586/3150 [37:55<1:08:54,  1.61s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
08feb21_25.RAW
08feb21_26.RAW
08feb21_27.RAW
08feb21_28.RAW
08feb21_29.RAW
08feb21_30.RAW
08feb21_31.RAW
08feb21_32.RAW
08feb21_33.RAW
08feb21_34.RAW
08feb21_35.RAW
08feb21_36.RAW
08feb21_37.RAW
08feb21_39.RAW
08feb21_40.RAW
08feb21_41.RAW
08feb21_42.RAW
08feb21_43.RAW
08feb21_44.RAW
08feb21_45.RAW
08feb21_46.RAW
08feb21_47.RAW
08feb21_48.RAW
08feb21_49.RAW
08feb21_50.RAW
10feb21_25.RAW
10feb21_26.RAW
10feb21_27.RAW
10feb21_28.RAW
10feb21_29.RAW
10feb21_30.RAW
10feb21_31.RAW
10feb21_32.RAW
10feb21_33.RAW
10feb21_34.RAW
10feb21_35.RAW
10feb21_36.RAW
10feb21_37.RAW
10feb21_39.RAW
10feb21_40.RAW
10feb21_41.RAW
10feb21_42.RAW
10feb21_43.RAW
10feb21_44.RAW
10feb21_45.RAW
10feb21_46.RAW
10feb21_47.RAW
10feb21_48.RAW
10feb21_49.RAW
10feb21_50.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST002700
No raw data detected. Ignoring ST002700
Processing  ST000310
No raw data detected. Ignoring ST000310
Processing  ST000835
No raw data detected. Ignoring ST000835
Processing  ST002990
Initiating REDU-table generation for AN004910
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM617.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM618.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM619.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM620.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM621.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM622.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM623.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM624.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM625.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM626.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM627.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM628.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM629.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM630.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM631.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM632.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM633.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM634.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM635.raw
Dataset3_100nM_FA_Timecourse_K562_Porphyrin
Copy of 20211201_K562_timecourse_heme_AM636.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002777
Initiating REDU-table generation for AN004521
Rest length is 1646
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
VIVA_B_1.raw
VIVA_B_10.raw
VIVA_B_100.raw
VIVA_B_101.raw
VIVA_B_102.raw
VIVA_B_103.raw
VIVA_B_104.raw
VIVA_B_105.raw
VIVA_B_106.raw
VIVA_B_107.raw
VIVA_B_108.raw
VIVA_B_109.raw
VIVA_B_11.raw
VIVA_B_110.raw
VIVA_B_111.raw
VIVA_B_112.raw
VIVA_B_113.raw
VIVA_B_114.raw
VIVA_B_115.raw
VIVA_B_116.raw
VIVA_B_117.raw
VIVA_B_118.raw
VIVA_B_119.raw
VIVA_B_12.raw
VIVA_B_13.raw
VIVA_B_14.raw
VIVA_B_15.raw
VIVA_B_16.raw
VIVA_B_17.raw
VIVA_B_18.raw
VIVA_B_19.raw
VIVA_B_2.raw
VIVA_B_20.raw
VIVA_B_21.raw
VIVA_B_22.raw
VIVA_B_23.raw
VIVA_B_24.raw
VIVA_B_25.raw
VIVA_B_26.raw
VIVA_B_27.raw
VIVA_B_28.raw
VIVA_B_29.raw
VIVA_B_3.raw
VIVA_B_30.raw
VIVA_B_31.raw
VIVA_B_32.raw
VIVA_B_33.raw
VIVA_B_34.raw
VIVA_B_35.raw
VIVA_B_36.raw
VIVA_B_37.raw
VIVA_B_38.raw
VIVA_B_39.raw
VIVA_B_4.raw
VIVA_B_40.raw
VIVA_B_41.raw
VIVA_B_42.raw
VIVA_B_43.raw
VIVA_B_44.raw
VIVA_B_45.raw
VIVA_B_46.raw
VIVA_B_47.raw
VIVA_B_48.raw
VIVA_B_49.raw
VIVA_B_5.raw
VIVA_B_50.raw
VIVA_B_51.raw
VIVA_B_52.raw
VIVA_B_53.raw
VIVA_B_54.raw
VIVA_B_55.raw
VIVA_B_56.raw
VIVA_B_57.raw
VIVA_B_58.raw
VIVA_B_59.raw
VIVA_B_6.raw
VIVA_B_60.raw
VIVA_B_61.raw
VIVA_B_62.raw
VIVA_B_63.raw
VIVA_B_64.raw
VIVA_B_65.raw
VIVA_B_66.raw
VIVA_B_67.raw
VIVA_B_68.raw
VIVA_B_69.raw
VIVA_B_7.raw
VIVA_B_70.raw
VIVA_B_71.raw
VIVA_B_72.raw
VIVA_B_73.raw
VIVA_B_74.raw
VIVA_B_75.raw
VIVA_B_76.raw
VIVA_B_77.raw
VIVA_B_78.raw
VIVA_B_79.raw
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VIVA_S_683.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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VIVA_S_812.raw
VIVA_S_813.raw
VIVA_S_814.raw
VIVA_S_815.raw
VIVA_S_816.raw
VIVA_S_817.raw
VIVA_S_818.raw
VIVA_S_819.raw
VIVA_S_82.raw
VIVA_S_820.raw
VIVA_S_821.raw
VIVA_S_822.raw
VIVA_S_823.raw
VIVA_S_824.raw
VIVA_S_825.raw
VIVA_S_826.raw
VIVA_S_827.raw
VIVA_S_828.raw
VIVA_S_829.raw
VIVA_S_83.raw
VIVA_S_830.raw
VIVA_S_831.raw
VIVA_S_832.raw
VIVA_S_833.raw
VIVA_S_834.raw
VIVA_S_835.raw
VIVA_S_836.raw
VIVA_S_837.raw
VIVA_S_838.raw
VIVA_S_839.raw
VIVA_S_84.raw
VIVA_S_840.raw
VIVA_S_841.raw
VIVA_S_842.raw
VIVA_S_843.raw
VIVA_S_844.raw
VIVA_S_845.raw
VIVA_S_846.raw
VIVA_S_847.raw
VIVA_S_848.raw
VIVA_S_849.raw
VIVA_S_85.raw
VIVA_S_850.raw
VIVA_S_851.raw
VIVA_S_852.raw
VIVA_S_853.raw
VIVA_S_854.raw
VIVA_S_855.raw
VIVA_S_856.raw
VIVA_S_857.raw
VIVA_S_858.raw
VIVA_S_859.raw
VIVA_S_86.raw
VIVA_S_860.raw
VIVA_S_861.raw
VIVA_S_862.raw
VIVA_S_863.raw
VIVA_S_864.raw
VIVA_S_865.raw
VIVA_S_866.raw
VIVA_S_867.raw
VIVA_S_868.raw
VIVA_S_869.raw
VIVA_S_87.raw
VIVA_S_870.raw
VIVA_S_871.raw
VIVA_S_872.raw
VIVA_S_873.raw
VIVA_S_874.raw
VIVA_S_875.raw
VIVA_S_876.raw
VIVA_S_877.raw
VIVA_S_878.raw
VIVA_S_879.raw
VIVA_S_88.raw
VIVA_S_880.raw
VIVA_S_881.raw
VIVA_S_882.raw
VIVA_S_883.raw
VIVA_S_884.raw
VIVA_S_885.raw
VIVA_S_886.raw
VIVA_S_887.raw
VIVA_S_888.raw
VIVA_S_889.raw
VIVA_S_89.raw
VIVA_S_890.raw
VIVA_S_891.raw
VIVA_S_892.raw
VIVA_S_893.raw
VIVA_S_894.raw
VIVA_S_895.raw
VIVA_S_896.raw
VIVA_S_897.raw
VIVA_S_898.raw
VIVA_S_899.raw
VIVA_S_9.raw
VIVA_S_90.raw
VIVA_S_900.raw
VIVA_S_901.raw
VIVA_S_902.raw
VIVA_S_903.raw
VIVA_S_904.raw
VIVA_S_905.raw
VIVA_S_906.raw
VIVA_S_907.raw
VIVA_S_908.raw
VIVA_S_909.raw
VIVA_S_91.raw
VIVA_S_910.raw
VIVA_S_911.raw
VIVA_S_912.raw
VIVA_S_913.raw
VIVA_S_914.raw
VIVA_S_915.raw
VIVA_S_916.raw
VIVA_S_917.raw
VIVA_S_918.raw
VIVA_S_919.raw
VIVA_S_92.raw
VIVA_S_920.raw
VIVA_S_921.raw
VIVA_S_922.raw
VIVA_S_923.raw
VIVA_S_924.raw
VIVA_S_925.raw
VIVA_S_926.raw
VIVA_S_927.raw
VIVA_S_928.raw
VIVA_S_929.raw
VIVA_S_93.raw
VIVA_S_930.raw
VIVA_S_931.raw
VIVA_S_932.raw
VIVA_S_933.raw
VIVA_S_934.raw
VIVA_S_935.raw
VIVA_S_936.raw
VIVA_S_937.raw
VIVA_S_938.raw
VIVA_S_939.raw
VIVA_S_94.raw
VIVA_S_940.raw
VIVA_S_941.raw
VIVA_S_942.raw
VIVA_S_943.raw
VIVA_S_944.raw
VIVA_S_945.raw
VIVA_S_946.raw
VIVA_S_947.raw
VIVA_S_948.raw
VIVA_S_949.raw
VIVA_S_95.raw
VIVA_S_950.raw
VIVA_S_951.raw
VIVA_S_952.raw
VIVA_S_953.raw
VIVA_S_954.raw
VIVA_S_955.raw
VIVA_S_956.raw
VIVA_S_957.raw
VIVA_S_958.raw
VIVA_S_959.raw
VIVA_S_96.raw
VIVA_S_960.raw
VIVA_S_961.raw
VIVA_S_962.raw
VIVA_S_963.raw
VIVA_S_964.raw
VIVA_S_965.raw
VIVA_S_966.raw
VIVA_S_967.raw
VIVA_S_968.raw
VIVA_S_969.raw
VIVA_S_97.raw
VIVA_S_970.raw
VIVA_S_971.raw
VIVA_S_972.raw
VIVA_S_973.raw
VIVA_S_974.raw
VIVA_S_975.raw
VIVA_S_976.raw
VIVA_S_977.raw
VIVA_S_978.raw
VIVA_S_979.raw
VIVA_S_98.raw
VIVA_S_980.raw
VIVA_S_981.raw
VIVA_S_982.raw
VIVA_S_983.raw
VIVA_S_984.raw
VIVA_S_985.raw
VIVA_S_986.raw
VIVA_S_987.raw
VIVA_S_988.raw
VIVA_S_989.raw
VIVA_S_99.raw
VIVA_S_990.raw
VIVA_S_991.raw
VIVA_S_992.raw
VIVA_S_993.raw
VIVA_S_994.raw
VIVA_S_995.raw
VIVA_S_996.raw
VIVA_S_997.raw
VIVA_S_998.raw
VIVA_S_999.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1646 rows!
Extracted information for 1646 samples.
Processing  ST001654
Initiating REDU-table generation for AN002701
Rest length is 47
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Peromyscus_Study
Mus_101_LPS_Plasma.mzML
Peromyscus_Study
Mus_102_Control_Plasma.mzML
Peromyscus_Study
Mus_103_LPS_Plasma.mzML
Peromyscus_Study
Mus_104_LPS_Plasma.mzML
Peromyscus_Study
Mus_105_LPS_Plasma.mzML
Peromyscus_Study
Mus_106_Control_Plasma.mzML
Peromyscus_Study
Mus_107_LPS_Plasma.mzML
Peromyscus_Study
Mus_108_LPS_Plasma.mzML
Peromyscus_Study
Mus_109_LPS_Plasma.mzML
Peromyscus_Study
Mus_115_Control_Plasma.mzML
Peromyscus_Study
Mus_116_Control_Plasma.mzML
Peromyscus_Study
Mus_118_LPS_Plasma.mzML
Peromyscus_Study
Mus_120_Control_Plasma.mzML
Peromyscus_Study
Mus_F101_Control_Plasma.mzML
Peromyscus_Study
Mus_F302_Control_Plasma.mzML
Peromyscus_Study
Mus_F303_LPS_Plasma.mzML
Peromyscus_Study
Mus_M205_LPS_Plasma.mzML
Peromyscus_Study
Mus_M404_Control_Plasma.mzML
Peromyscus_Study
Mus_M406_LPS_Plasma.mzML
Peromyscus_Study
Mus_M407_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22258_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22275_Control_Plasma.mzML
Peromyscus_Study
Peromyscus_22277_Control_Plasma.mzML
Peromyscus_Study
Peromyscus_22278_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22279_Control_Plasma.mzML
Peromyscus_Study
Peromyscus_22281_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22282_Control_Plasma.mzML
Peromyscus_Study
Peromyscus_22284_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22289_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22292_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22315_Control_Plasma.mzML
Peromyscus_Study
Peromyscus_22316_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22319_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22321_Control_Plasma.mzML
Peromyscus_Study
Peromyscus_22325_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22327_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22332_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22335_Control_Plasma.mzML
Peromyscus_Study
Peromyscus_22339_LPS_Plasma.mzML
Peromyscus_Study
Peromyscus_22341_Control_Plasma.mzML
Peromyscus_Study
Pooled_QC01.mzML
Peromyscus_Study
Pooled_QC02.mzML
Peromyscus_Study
Pooled_QC03.mzML
Peromyscus_Study
Pooled_QC04.mzML
Peromyscus_Study
Pooled_QC05.mzML
Peromyscus_Study
Pooled_QC06.mzML
Peromyscus_Study
Pooled_QC07.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 47 rows!
Extracted information for 47 samples.
Processing  ST000453
No raw data detected. Ignoring ST000453
Processing  ST002048
No raw data detected. Ignoring ST002048
Processing  ST000875
No raw data detected. Ignoring ST000875/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 19%|█▉        | 592/3150 [38:15<1:24:00,  1.97s/it]
Processing  ST001244
Initiating REDU-table generation for AN002067
Rest length is 23
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SC_20180803_RPLCp_DDA2_Sup_QC_01.raw
SC_20180803_RPLCp_DDA2_Sup_QC_06.raw
SC_20180803_RPLCp_DDA4_Sup_QC_02.raw
SC_20180803_RPLCp_DDA4_Sup_QC_08.raw
SC_20180803_RPLCp_DDA6_Sup_QC_03.raw
SC_20180803_RPLCp_DDA6_Sup_QC_10.raw
SC_20180803_RPLCp_FMS_Sup_QC_04.raw
SC_20180803_RPLCp_FMS_Sup_QC_05.raw
SC_20180803_RPLCp_FMS_Sup_QC_07.raw
SC_20180803_RPLCp_FMS_Sup_QC_09.raw
SC_20180803_RPLCp_FMS_Sup_QC_11.raw
SC_20180803_RPLCp_FMS_Sup_S10_J1.raw
SC_20180803_RPLCp_FMS_Sup_S11_K1.raw
SC_20180803_RPLCp_FMS_Sup_S12_L1.raw
SC_20180803_RPLCp_FMS_Sup_S1_A1.raw
SC_20180803_RPLCp_FMS_Sup_S2_B1.raw
SC_20180803_RPLCp_FMS_Sup_S3_C1.raw
SC_20180803_RPLCp_FMS_Sup_S4_D1.raw
SC_20180803_RPLCp_FMS_Sup_S5_E1.raw
SC_20180803_RPLCp_FMS_Sup_S6_F1.raw
SC_20180803_RPLCp_FMS_Sup_S7_G1.raw
SC_20180803_RPLCp_FMS_Sup_S8_H1.raw
SC_20180803_RPLCp_FMS_Sup_S9_I1.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST000315
No raw data detected. Ignoring ST000315
Processing  ST000616
No raw data detected. Ignoring ST000616
Processing  ST002118
Initiating REDU-table generation for AN003466
Rest length is 824
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lichtveld-LCMS-Untargeted
Lich_HHEAR_1.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_10.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_11.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_12.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_13.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_14.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_15.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_16.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_17.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_18.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_19.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_2.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_20.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_21.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_22.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_23.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_24.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_25.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_26.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_27.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_28.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_29.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_3.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_30.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_31.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_32.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_33.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_34.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_35.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_36.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_37.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_38.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_39.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_4.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_40.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_41.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_42.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_43.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_44.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_45.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_46.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_47.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_48.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_49.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_5.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_50.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_51.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_52.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_53.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_54.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_55.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_56.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_57.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_58.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_59.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_6.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_60.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_61.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_62.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_63.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_64.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_65.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_66.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_67.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_68.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_7.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_8.raw
Lichtveld-LCMS-Untargeted
Lich_HHEAR_9.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_1.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_10.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_11.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_12.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_13.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_14.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_15.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_16.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_17.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_18.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_19.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_2.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_20.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_21.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_22.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_23.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_24.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_3.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_4.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_5.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_6.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_7.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_8.raw
Lichtveld-LCMS-Untargeted
Lich_NIST_9.raw
Lichtveld-LCMS-Untargeted
Lich_SP_1.raw
Lichtveld-LCMS-Untargeted
Lich_SP_10.raw
Lichtveld-LCMS-Untargeted
Lich_SP_11.raw
Lichtveld-LCMS-Untargeted
Lich_SP_12.raw
Lichtveld-LCMS-Untargeted
Lich_SP_13.raw
Lichtveld-LCMS-Untargeted
Lich_SP_15.raw
Lichtveld-LCMS-Untargeted
Lich_SP_16.raw
Lichtveld-LCMS-Untargeted
Lich_SP_17.raw
Lichtveld-LCMS-Untargeted
Lich_SP_18.raw
Lichtveld-LCMS-Untargeted
Lich_SP_19.raw
Lichtveld-LCMS-Untargeted
Lich_SP_2.raw
Lichtveld-LCMS-Untargeted
Lich_SP_20.raw
Lichtveld-LCMS-Untargeted
Lich_SP_21.raw
Lichtveld-LCMS-Untargeted
Lich_SP_22.raw
Lichtveld-LCMS-Untargeted
Lich_SP_23.raw
Lichtveld-LCMS-Untargeted
Lich_SP_24.raw
Lichtveld-LCMS-Untargeted
Lich_SP_25.raw
Lichtveld-LCMS-Untargeted
Lich_SP_26.raw
Lichtveld-LCMS-Untargeted
Lich_SP_27.raw
Lichtveld-LCMS-Untargeted
Lich_SP_28.raw
Lichtveld-LCMS-Untargeted
Lich_SP_29.raw
Lichtveld-LCMS-Untargeted
Lich_SP_3.raw
Lichtveld-LCMS-Untargeted
Lich_SP_30.raw
Lichtveld-LCMS-Untargeted
Lich_SP_31.raw
Lichtveld-LCMS-Untargeted
Lich_SP_32.raw
Lichtveld-LCMS-Untargeted
Lich_SP_35.raw
Lichtveld-LCMS-Untargeted
Lich_SP_36.raw
Lichtveld-LCMS-Untargeted
Lich_SP_37.raw
Lichtveld-LCMS-Untargeted
Lich_SP_38.raw
Lichtveld-LCMS-Untargeted
Lich_SP_39.raw
Lichtveld-LCMS-Untargeted
Lich_SP_4.raw
Lichtveld-LCMS-Untargeted
Lich_SP_40.raw
Lichtveld-LCMS-Untargeted
Lich_SP_41.raw
Lichtveld-LCMS-Untargeted
Lich_SP_42.raw
Lichtveld-LCMS-Untargeted
Lich_SP_43.raw
Lichtveld-LCMS-Untargeted
Lich_SP_44.raw
Lichtveld-LCMS-Untargeted
Lich_SP_45.raw
Lichtveld-LCMS-Untargeted
Lich_SP_46.raw
Lichtveld-LCMS-Untargeted
Lich_SP_47.raw
Lichtveld-LCMS-Untargeted
Lich_SP_48.raw
Lichtveld-LCMS-Untargeted
Lich_SP_49.raw
Lichtveld-LCMS-Untargeted
Lich_SP_5.raw
Lichtveld-LCMS-Untargeted
Lich_SP_50.raw
Lichtveld-LCMS-Untargeted
Lich_SP_51.raw
Lichtveld-LCMS-Untargeted
Lich_SP_52.raw
Lichtveld-LCMS-Untargeted
Lich_SP_53.raw
Lichtveld-LCMS-Untargeted
Lich_SP_54.raw
Lichtveld-LCMS-Untargeted
Lich_SP_55.raw
Lichtveld-LCMS-Untargeted
Lich_SP_56.raw
Lichtveld-LCMS-Untargeted
Lich_SP_57.raw
Lichtveld-LCMS-Untargeted
Lich_SP_58.raw
Lichtveld-LCMS-Untargeted
Lich_SP_6.raw
Lichtveld-LCMS-Untargeted
Lich_SP_60.raw
Lichtveld-LCMS-Untargeted
Lich_SP_61.raw
Lichtveld-LCMS-Untargeted
Lich_SP_62.raw
Lichtveld-LCMS-Untargeted
Lich_SP_63.raw
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Lich_S_643.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
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Lichtveld-LCMS-Untargeted
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Lichtveld-LCMS-Untargeted
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Lichtveld-LCMS-Untargeted
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Lichtveld-LCMS-Untargeted
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Lichtveld-LCMS-Untargeted
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Lichtveld-LCMS-Untargeted
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Lichtveld-LCMS-Untargeted
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 824 rows!
Extracted information for 824 samples.
Processing  ST000621
Initiating REDU-table generation for AN000953
Rest length is 9
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data
Nplus
CD06241601B.mzXML
Data
Nplus
CD06241602.mzXML
Data
Nplus
CD06241603.mzXML
Data
cmp_030
CD06241607.mzXML
Data
cmp_030
CD06241608.mzXML
Data
cmp_030
CD06241609.mzXML
Data
cmp_784
CD06241619.mzXML
Data
cmp_784
CD06241620.mzXML
Data
cmp_784
CD06241621.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST000702
No raw data detected. Ignoring ST000702
Processing  ST003549
Initiating REDU-table generation for AN005833
Rest length is 24
raw file key found.
Initiating REDU-table generation for AN005834
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Brain_1.raw
Brain_2.raw
Brain_3.raw
Brain_4.raw
Brain_5.raw
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Kidney_1.raw
Kidney_2.raw
Kidney_3.raw
Kidney_4.raw
Kidney_5.raw
Kidney_6.raw
Liver_1.raw
Liver_2.raw
Liver_3.raw
Liver_4.raw
Liver_5.raw
Liver_6.raw
Plasma_1.raw
Plasma_2.raw
Plasma_3.raw
Plasma_4.raw
Plasma_5.raw
Plasma_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST000178
No raw data detected. Ignoring ST000178
Processing  ST000264
No raw data detected. Ignoring ST000264
Processing  ST000073
No raw data detected. Ignoring ST000073
Processing  ST001304
No raw data detected. Ignoring ST001304
Processing  ST002836
No raw data detected. Ignoring ST002836
Processing  ST003011
Initiating REDU-table generation for AN004942
Rest length is 114
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004943
Rest length is 114
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Agilent 6546 QTOF|not available: missing value
SubjectIdentifierAsRecorded:
  : missing value
MyData
11+6_O_BA.mzML
MyData
11+6_O_BA_pos.mzML
MyData
11_O_BA.mzML
MyData
11_O_BA_pos.mzML
MyData
13_O_CD.mzML
MyData
13_O_CD_pos.mzML
MyData
14_O_CD.mzML
MyData
14_O_CD_pos.mzML
MyData
2_O_HFD.mzML
MyData
2_O_HFD_pos.mzML
MyData
36_O_CD.mzML
MyData
36_O_CD_pos.mzML
MyData
37_O_CD.mzML
MyData
37_O_CD_pos.mzML
MyData
38_O_CD.mzML
MyData
38_O_CD_pos.mzML
MyData
39_O_HFD.mzML
MyData
39_O_HFD_pos.mzML
MyData
3_O_HFD.mzML
MyData
3_O_HFD_pos.mzML
MyData
40_O_HFD.mzML
MyData
40_O_HFD_pos.mzML
MyData
41_O_HFD.mzML
MyData
41_O_HFD_pos.mzML
MyData
42_O_BA.mzML
MyData
42_O_BA_pos.mzML
MyData
46_O_CD.mzML
MyData
46_O_CD_pos.mzML
MyData
4_O_HFD.mzML
MyData
4_O_HFD_pos.mzML
MyData
54_O_BA.mzML
MyData
54_O_BA_pos.mzML
MyData
55_O_BA.mzML
MyData
55_O_BA_pos.mzML
MyData
56_O_BA.mzML
MyData
56_O_BA_pos.mzML
MyData
57_O_BA.mzML
MyData
57_O_BA_pos.mzML
MyData
5_O_HFD.mzML
MyData
5_O_HFD_pos.mzML
MyData
6_O_HFD.mzML
MyData
6_O_HFD_pos.mzML
MyData
7_O_HFD.mzML
MyData
7_O_HFD_pos.mzML
MyData
8_O_BA.mzML
MyData
8_O_BA_pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 46 rows!
Extracted information for 46 samples.
Processing  ST000815
No raw data detected. Ignoring ST000815
Processing  ST001139
No raw data detected. Ignoring ST001139
Processing  ST000858
No raw data detected. Ignoring ST000858
Processing  ST002188
No raw data detected. Ignoring ST002188
Processing  ST000592
No raw data detected. Ignoring ST000592
Processing  ST001772
Initiating REDU-table generation for AN002879
Rest length is 37
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20210109_QEF1_HILIC_K562_4buffers_repeat_BP676.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP677.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP678.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP679.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP680.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP681.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP682.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP683.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP684.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP685.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP686.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP687.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP688.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP689.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP690.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP691.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP692.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP693.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP694.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP695.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP696.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP697.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP698.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP699.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP700_pool1x_a.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 19%|█▉        | 610/3150 [38:34<36:19,  1.17it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 19%|█▉        | 612/3150 [38:37<39:48,  1.06it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 615/3150 [38:40<40:17,  1.05it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 616/3150 [38:42<48:40,  1.15s/it]
20210109_QEF1_HILIC_K562_4buffers_repeat_BP700_pool1x_b.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP700_pool1x_c.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP700_pool1x_d.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP700_pool1x_e.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP701_pool03x.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP702_pool01x_a.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_BP702_pool01x_b.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_blank1.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_blank2.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_blank3.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_blank4.raw
20210109_QEF1_HILIC_K562_4buffers_repeat_blank5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 37 rows!
Extracted information for 37 samples.
Processing  ST002605
Initiating REDU-table generation for AN004277
Rest length is 77
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MoTrPAC_kidney_pass1b_pos_V1-20200828.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000388
No raw data detected. Ignoring ST000388
Processing  ST002417
No raw data detected. Ignoring ST002417
Processing  ST000507
No raw data detected. Ignoring ST000507
Processing  ST001765
Initiating REDU-table generation for AN002872
Rest length is 35
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200819_QEF1_HILIC_K562_4buffers_BP336.raw
20200819_QEF1_HILIC_K562_4buffers_BP337.raw
20200819_QEF1_HILIC_K562_4buffers_BP338.raw
20200819_QEF1_HILIC_K562_4buffers_BP339.raw
20200819_QEF1_HILIC_K562_4buffers_BP340.raw
20200819_QEF1_HILIC_K562_4buffers_BP341.raw
20200819_QEF1_HILIC_K562_4buffers_BP342.raw
20200819_QEF1_HILIC_K562_4buffers_BP343_20200820061440.raw
20200819_QEF1_HILIC_K562_4buffers_BP344_20200820103253.raw
20200819_QEF1_HILIC_K562_4buffers_BP345.raw
20200819_QEF1_HILIC_K562_4buffers_BP346.raw
20200819_QEF1_HILIC_K562_4buffers_BP347.raw
20200819_QEF1_HILIC_K562_4buffers_BP348.raw
20200819_QEF1_HILIC_K562_4buffers_BP349_20200820113016.raw
20200819_QEF1_HILIC_K562_4buffers_BP350_20200820100409.raw
20200819_QEF1_HILIC_K562_4buffers_BP351.raw
20200819_QEF1_HILIC_K562_4buffers_BP352.raw
20200819_QEF1_HILIC_K562_4buffers_BP353.raw
20200819_QEF1_HILIC_K562_4buffers_BP354.raw
20200819_QEF1_HILIC_K562_4buffers_BP355_20200820093527.raw
20200819_QEF1_HILIC_K562_4buffers_BP356_20200820074044.raw
20200819_QEF1_HILIC_K562_4buffers_BP357_pool1x.raw
20200819_QEF1_HILIC_K562_4buffers_BP357_pool1x_3ul.raw
20200819_QEF1_HILIC_K562_4buffers_BP357_pool1x_a_20200820000136.raw
20200819_QEF1_HILIC_K562_4buffers_BP357_pool1x_b.raw
20200819_QEF1_HILIC_K562_4buffers_BP357_pool1x_c.raw
20200819_QEF1_HILIC_K562_4buffers_BP357_pool1x_d.raw
20200819_QEF1_HILIC_K562_4buffers_BP357_pool1x_e.raw
20200819_QEF1_HILIC_K562_4buffers_BP358_pool03x_20200820125621.raw
20200819_QEF1_HILIC_K562_4buffers_BP359_pool01x_20200820132504.raw
20200819_QEF1_HILIC_K562_4buffers_BP359_pool01x_a_20200820003019.raw
20200819_QEF1_HILIC_K562_4buffers_blank_end1_20200820135347.raw
20200819_QEF1_HILIC_K562_4buffers_blank_end2.raw
20200819_QEF1_HILIC_K562_4buffers_blank_start1_20200819230410.raw
20200819_QEF1_HILIC_K562_4buffers_blank_start2_20200819233254.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 35 rows!
Extracted information for 35 samples.
Processing  ST002497
Initiating REDU-table generation for AN004101
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HAR
S16192.mzXML
HAR
S16193.mzXML
HAR
S16194.mzXML
HAR
S16195.mzXML
HAR
S16196.mzXML
HAR
S16197.mzXML
HAR
S16198.mzXML
HAR
S16199.mzXML
HAR
S16200.mzXML
HAR
S16201.mzXML
HAR
S16202.mzXML
HAR
S16203.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000846
Initiating REDU-table generation for AN001369
Rest length is 18
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 454.81it/s]


Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001370
Rest length is 18
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 403.29it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 617/3150 [38:46<1:05:36,  1.55s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 619/3150 [38:49<1:07:46,  1.61s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki L 40.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki L 48.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki L 68.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki L 74.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki L 95.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki R 40.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki R 48.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki R 68.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki R 74.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki R 95.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki T 40.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki T 48.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki T 68.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki T 74.mzXML
Zeki Tissue OxyEndos
Raw Data
Zeki Tissues OxyEndo 031016-Zeki T 95.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST000864
No raw data detected. Ignoring ST000864
Processing  ST002707
Initiating REDU-table generation for AN004389
Rest length is 106
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20220121_QEF2_RF_Serum_CSF_RF145.raw
20220121_QEF2_RF_Serum_CSF_RF146.raw
20220121_QEF2_RF_Serum_CSF_RF147.raw
20220121_QEF2_RF_Serum_CSF_RF148.raw
20220121_QEF2_RF_Serum_CSF_RF149.raw
20220121_QEF2_RF_Serum_CSF_RF150.raw
20220121_QEF2_RF_Serum_CSF_RF151.raw
20220121_QEF2_RF_Serum_CSF_RF152.raw
20220121_QEF2_RF_Serum_CSF_RF153.raw
20220121_QEF2_RF_Serum_CSF_RF154.raw
20220121_QEF2_RF_Serum_CSF_RF155.raw
20220121_QEF2_RF_Serum_CSF_RF156.raw
20220121_QEF2_RF_Serum_CSF_RF157.raw
20220121_QEF2_RF_Serum_CSF_RF158.raw
20220121_QEF2_RF_Serum_CSF_RF159_p1x.raw
20220121_QEF2_RF_Serum_CSF_RF159_p1xa.raw
20220121_QEF2_RF_Serum_CSF_RF159_p1xb.raw
20220121_QEF2_RF_Serum_CSF_RF160_p03x.raw
20220121_QEF2_RF_Serum_CSF_RF160_p03xa.raw
20220121_QEF2_RF_Serum_CSF_RF161_p01x.raw
20220121_QEF2_RF_Serum_CSF_RF161_p01xa.raw
20220121_QEF2_RF_Serum_CSF_RF161_p01xb.raw
20220121_QEF2_RF_Serum_CSF_RF162.raw
20220121_QEF2_RF_Serum_CSF_RF163.raw
20220121_QEF2_RF_Serum_CSF_RF164.raw
20220121_QEF2_RF_Serum_CSF_RF165.raw
20220121_QEF2_RF_Serum_CSF_RF166.raw
20220121_QEF2_RF_Serum_CSF_RF167.raw
20220121_QEF2_RF_Serum_CSF_RF168.raw
20220121_QEF2_RF_Serum_CSF_RF169.raw
20220121_QEF2_RF_Serum_CSF_RF170.raw
20220121_QEF2_RF_Serum_CSF_RF171.raw
20220121_QEF2_RF_Serum_CSF_RF172_p1x.raw
20220121_QEF2_RF_Serum_CSF_RF172_p1xa.raw
20220121_QEF2_RF_Serum_CSF_RF172_p1xb.raw
20220121_QEF2_RF_Serum_CSF_RF173_p03x.raw
20220121_QEF2_RF_Serum_CSF_RF173_p03x_20220122111331.raw
20220121_QEF2_RF_Serum_CSF_RF174_p01x.raw
20220121_QEF2_RF_Serum_CSF_RF174_p01xa.raw
20220121_QEF2_RF_Serum_CSF_RF174_p01xb.raw
20220121_QEF2_RF_Serum_CSF_RF175.raw
20220121_QEF2_RF_Serum_CSF_RF176.raw
20220121_QEF2_RF_Serum_CSF_RF177.raw
20220121_QEF2_RF_Serum_CSF_RF178.raw
20220121_QEF2_RF_Serum_CSF_RF179.raw
20220121_QEF2_RF_Serum_CSF_RF180.raw
20220121_QEF2_RF_Serum_CSF_RF181.raw
20220121_QEF2_RF_Serum_CSF_RF182.raw
20220121_QEF2_RF_Serum_CSF_RF183.raw
20220121_QEF2_RF_Serum_CSF_RF184.raw
20220121_QEF2_RF_Serum_CSF_RF185.raw
20220121_QEF2_RF_Serum_CSF_RF186.raw
20220121_QEF2_RF_Serum_CSF_RF187.raw
20220121_QEF2_RF_Serum_CSF_RF188.raw
20220318_QEF2_C18_T3T4narrow_RF200.raw
20220318_QEF2_C18_T3T4narrow_RF201.raw
20220318_QEF2_C18_T3T4narrow_RF202.raw
20220318_QEF2_C18_T3T4narrow_RF203.raw
20220318_QEF2_C18_T3T4narrow_RF204.raw
20220318_QEF2_C18_T3T4narrow_RF205.raw
20220318_QEF2_C18_T3T4narrow_RF206.raw
20220318_QEF2_C18_T3T4narrow_RF207.raw
20220318_QEF2_C18_T3T4narrow_RF208.raw
20220318_QEF2_C18_T3T4narrow_RF209.raw
20220318_QEF2_C18_T3T4narrow_RF210.raw
20220318_QEF2_C18_T3T4narrow_RF211.raw
20220318_QEF2_C18_T3T4narrow_RF212.raw
20220318_QEF2_C18_T3T4narrow_RF213_CSFpool1xa.raw
20220318_QEF2_C18_T3T4narrow_RF213_CSFpool1xb.raw
20220318_QEF2_C18_T3T4narrow_RF213_CSFpool1xc.raw
20220318_QEF2_C18_T3T4narrow_RF214_CSFpool03x.raw
20220318_QEF2_C18_T3T4narrow_RF215_CSFpool01xa.raw
20220318_QEF2_C18_T3T4narrow_RF215_CSFpool01xb.raw
20220318_QEF2_C18_T3T4narrow_RF216_20220320130910.raw
20220318_QEF2_C18_T3T4narrow_RF217_20220320161236.raw
20220318_QEF2_C18_T3T4narrow_RF218_20220320154940.raw
20220318_QEF2_C18_T3T4narrow_RF219_20220320165826.raw
20220318_QEF2_C18_T3T4narrow_RF220_20220320141756.raw
20220318_QEF2_C18_T3T4narrow_RF221_20220320163532.raw
20220318_QEF2_C18_T3T4narrow_RF222_20220320135500.raw
20220318_QEF2_C18_T3T4narrow_RF223_20220320172122.raw
20220318_QEF2_C18_T3T4narrow_RF224_20220320124614.raw
20220318_QEF2_C18_T3T4narrow_RF225_20220320122318.raw
20220318_QEF2_C18_T3T4narrow_RF226_20220320152644.raw
20220318_QEF2_C18_T3T4narrow_RF227_20220320133206.raw
20220318_QEF2_C18_T3T4narrow_RF228_20220320144052.raw
20220318_QEF2_C18_T3T4narrow_RF229_pool1xa_20220320113726.raw
20220318_QEF2_C18_T3T4narrow_RF229_pool1xb_20220320150348.raw
20220318_QEF2_C18_T3T4narrow_RF229_pool1xc_20220320174418.raw
20220318_QEF2_C18_T3T4narrow_RF230_pool03x_20220320180714.raw
20220318_QEF2_C18_T3T4narrow_RF231_pool01a_20220320120022.raw
20220318_QEF2_C18_T3T4narrow_RF231_pool01b_20220320183010.raw
20220318_QEF2_C18_T3T4narrow_T3_01.raw
20220318_QEF2_C18_T3T4narrow_T3_02.raw
20220318_QEF2_C18_T3T4narrow_T3_03.raw
20220318_QEF2_C18_T3T4narrow_T3_04.raw
20220318_QEF2_C18_T3T4narrow_T3_05.raw
20220318_QEF2_C18_T3T4narrow_T3_06.raw
20220318_QEF2_C18_T3T4narrow_T3_07.raw
20220318_QEF2_C18_T3T4narrow_T4_01.raw
20220318_QEF2_C18_T3T4narrow_T4_02.raw
20220318_QEF2_C18_T3T4narrow_T4_03.raw
20220318_QEF2_C18_T3T4narrow_T4_04.raw
20220318_QEF2_C18_T3T4narrow_T4_05.raw
20220318_QEF2_C18_T3T4narrow_T4_06.raw
20220318_QEF2_C18_T3T4narrow_T4_07.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 106 rows!
Extracted information for 106 samples.
Processing  ST002890
Initiating REDU-table generation for AN004748
Rest length is 75
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004749
Rest length is 75
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DL_files_for_MetaboLights
50D-Gly_0_1-neg.mzML
DL_files_for_MetaboLights
50D-Gly_0_1-pos.mzML
DL_files_for_MetaboLights
50D-Gly_0_2-neg.mzML
DL_files_for_MetaboLights
50D-Gly_0_2-pos.mzML
DL_files_for_MetaboLights
50D-Gly_0_3-neg.mzML
DL_files_for_MetaboLights
50D-Gly_0_3-pos.mzML
DL_files_for_MetaboLights
50D-Gly_100_1-neg.mzML
DL_files_for_MetaboLights
50D-Gly_100_1-pos.mzML
DL_files_for_MetaboLights
50D-Gly_100_2-neg.mzML
DL_files_for_MetaboLights
50D-Gly_100_2-pos.mzML
DL_files_for_MetaboLights
50D-Gly_100_3-neg.mzML
DL_files_for_MetaboLights
50D-Gly_100_3-pos.mzML
DL_files_for_MetaboLights
D-Glu_0_1_neg.mzML
DL_files_for_MetaboLights
D-Glu_0_1_pos.mzML
DL_files_for_MetaboLights
D-Glu_0_2_neg.mzML
DL_files_for_MetaboLights
D-Glu_0_2_pos.mzML
DL_files_for_MetaboLights
D-Glu_0_3_neg.mzML
DL_files_for_MetaboLights
D-Glu_0_3_pos.mzML
DL_files_for_MetaboLights
D-Glu_100_pos.mzML
DL_files_for_MetaboLights
D-Glu_100_tech1-neg.mzML
DL_files_for_MetaboLights
D-Glu_100_tech2-neg.mzML
DL_files_for_MetaboLights
D-Gly_0_1_neg.mzML
DL_files_for_MetaboLights
D-Gly_0_1_pos.mzML
DL_files_for_MetaboLights
D-Gly_0_2_neg.mzML
DL_files_for_MetaboLights
D-Gly_0_2_pos.mzML
DL_files_for_MetaboLights
D-Gly_0_3_neg.mzML
DL_files_for_MetaboLights
D-Gly_0_3_pos.mzML
DL_files_for_MetaboLights
D-Gly_100_1_neg.mzML
DL_files_for_MetaboLights
D-Gly_100_1_pos.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 620/3150 [38:52<1:20:06,  1.90s/it]
 20%|█▉        | 621/3150 [38:52<1:04:58,  1.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 622/3150 [38:55<1:12:41,  1.73s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 623/3150 [38:57<1:23:45,  1.99s/it]
DL_files_for_MetaboLights
D-Gly_100_2_neg.mzML
DL_files_for_MetaboLights
D-Gly_100_2_pos.mzML
DL_files_for_MetaboLights
D-Gly_100_3_neg.mzML
DL_files_for_MetaboLights
D-Gly_100_3_pos.mzML
DL_files_for_MetaboLights
H-Glu_100_pos.mzML
DL_files_for_MetaboLights
H-Glu_100_tech1-neg.mzML
DL_files_for_MetaboLights
H-Glu_100_tech2-neg.mzML
DL_files_for_MetaboLights
H-Glu_25_1-neg.mzML
DL_files_for_MetaboLights
H-Glu_25_1-pos.mzML
DL_files_for_MetaboLights
H-Glu_25_2-neg.mzML
DL_files_for_MetaboLights
H-Glu_25_2-pos.mzML
DL_files_for_MetaboLights
H-Glu_25_3-neg.mzML
DL_files_for_MetaboLights
H-Glu_25_3-pos.mzML
DL_files_for_MetaboLights
H-Glu_50_1-neg.mzML
DL_files_for_MetaboLights
H-Glu_50_1-pos.mzML
DL_files_for_MetaboLights
H-Glu_50_2-neg.mzML
DL_files_for_MetaboLights
H-Glu_50_2-pos.mzML
DL_files_for_MetaboLights
H-Glu_50_3-neg.mzML
DL_files_for_MetaboLights
H-Glu_50_3-pos.mzML
DL_files_for_MetaboLights
H-Glu_75_1-neg.mzML
DL_files_for_MetaboLights
H-Glu_75_1-neg_2ndbatch.mzML
DL_files_for_MetaboLights
H-Glu_75_1-pos.mzML
DL_files_for_MetaboLights
H-Glu_75_2-neg.mzML
DL_files_for_MetaboLights
H-Glu_75_2-neg_2ndbatch.mzML
DL_files_for_MetaboLights
H-Glu_75_2-pos.mzML
DL_files_for_MetaboLights
H-Glu_75_3-neg.mzML
DL_files_for_MetaboLights
H-Glu_75_3-neg_2ndbatch.mzML
DL_files_for_MetaboLights
H-Glu_75_3-pos.mzML
DL_files_for_MetaboLights
H-Gly_0_pos.mzML
DL_files_for_MetaboLights
H-Gly_0_tech1-neg.mzML
DL_files_for_MetaboLights
H-Gly_0_tech2-neg.mzML
DL_files_for_MetaboLights
H-Gly_100_1-neg.mzML
DL_files_for_MetaboLights
H-Gly_100_1-pos.mzML
DL_files_for_MetaboLights
H-Gly_100_2-neg.mzML
DL_files_for_MetaboLights
H-Gly_100_2-pos.mzML
DL_files_for_MetaboLights
H-Gly_100_3-neg.mzML
DL_files_for_MetaboLights
H-Gly_100_3-pos.mzML
DL_files_for_MetaboLights
H-Gly_25_pos.mzML
DL_files_for_MetaboLights
H-Gly_25_tech1-neg.mzML
DL_files_for_MetaboLights
H-Gly_25_tech2-neg.mzML
DL_files_for_MetaboLights
H-Gly_50_pos.mzML
DL_files_for_MetaboLights
H-Gly_50_tech1-neg.mzML
DL_files_for_MetaboLights
H-Gly_50_tech2-neg.mzML
DL_files_for_MetaboLights
H-Gly_75_pos.mzML
DL_files_for_MetaboLights
H-Gly_75_tech1-neg.mzML
DL_files_for_MetaboLights
H-Gly_75_tech2-neg.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 75 rows!
Extracted information for 75 samples.
Processing  ST001269
Initiating REDU-table generation for AN002109
Did not receive valid mwTab json for AN002109!
Processing  ST002894
Initiating REDU-table generation for AN004753
Rest length is 22
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20220325_AM_MEL_Timecourse_folates_AM665.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM666.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM667.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM668.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM669.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM670.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM671.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM672.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM673.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM674.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM675.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM676.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM677.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM678.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM679.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM680.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM681.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM682.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM683.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM684.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM685.raw
Copy of 20220325_AM_MEL_Timecourse_folates_AM686.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST003083
Initiating REDU-table generation for AN005041
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200924_QEF1_HILIC_CSFJinNew_BP374.raw
20200924_QEF1_HILIC_CSFJinNew_BP375.raw
20200924_QEF1_HILIC_CSFJinNew_BP376.raw
20200924_QEF1_HILIC_CSFJinNew_BP377.raw
20200924_QEF1_HILIC_CSFJinNew_BP378.raw
20200924_QEF1_HILIC_CSFJinNew_BP379.raw
20200924_QEF1_HILIC_CSFJinNew_BP380.raw
20200924_QEF1_HILIC_CSFJinNew_BP381_mock.raw
20200924_QEF1_HILIC_CSFJinNew_BP382_pool1x_a.raw
20200924_QEF1_HILIC_CSFJinNew_BP382_pool1x_b.raw
20200924_QEF1_HILIC_CSFJinNew_BP382_pool1x_c.raw
20200924_QEF1_HILIC_CSFJinNew_BP383_pool03x.raw
20200924_QEF1_HILIC_CSFJinNew_BP384_pool01x.raw
20200924_QEF1_HILIC_CSFJinNew_BP384_pool01x_a.raw
20200924_QEF1_HILIC_CSFJinNew_blank_end1.raw
20200924_QEF1_HILIC_CSFJinNew_blank_end2.raw
20200924_QEF1_HILIC_CSFJinNew_blank_mid.raw
20200924_QEF1_HILIC_CSFJinNew_blank_start1.raw
20200924_QEF1_HILIC_CSFJinNew_blank_start2.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP373.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP381.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP417_saline.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP418_treated.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP419_treated.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP420_saline.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP421_saline.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP422_treated.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP423_treated.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP424_pool1x_a.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP424_pool1x_b.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP424_pool1x_c.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP424_pool1x_d.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP425_pool03x.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP426_pool01x_a.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_BP426_pool01x_b.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_blank_end1.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_blank_end2.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_blank_mid1.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_blank_start1.raw
20201014_QEF1_HILIC_CSFrerun_adjusted_blank_start2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST000050
No raw data detected. Ignoring ST000050
Processing  ST002541
Initiating REDU-table generation for AN004186
Rest length is 15
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 738.18it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004187
Rest length is 15
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 737.34it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 625/3150 [39:00<1:13:42,  1.75s/it]
 20%|█▉        | 626/3150 [39:01<1:04:41,  1.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 627/3150 [39:04<1:16:24,  1.82s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2021-01-02 01:31:58 .R..A       364544        37220  MET6KO
raw data file
Ye20210101NEG
01 met6KO_0h_1.wiff
2021-01-02 02:06:34 .R..A       364544        37182  MET6KO
raw data file
Ye20210101NEG
02met6KO_0h_2.wiff
2021-01-02 02:41:08 .R..A       364544        37232  MET6KO
raw data file
Ye20210101NEG
03met6KO_0h_3.wiff
2021-01-02 03:15:42 .R..A       364544        37193  MET6KO
raw data file
Ye20210101NEG
04met6KO_2h_1.wiff
2021-01-02 03:50:16 .R..A       364544        37264  MET6KO
raw data file
Ye20210101NEG
05met6KO_2h_2.wiff
2021-01-02 04:24:50 .R..A       364544        37250  MET6KO
raw data file
Ye20210101NEG
06met6KO_2h_3.wiff
2021-01-02 04:59:26 .R..A       364544        37218  MET6KO
raw data file
Ye20210101NEG
07met6KO_4h_1.wiff
2021-01-02 05:34:00 .R..A       364544        37247  MET6KO
raw data file
Ye20210101NEG
08met6KO_4h_2.wiff
2021-01-02 06:08:36 .R..A       364544        37242  MET6KO
raw data file
Ye20210101NEG
09met6KO_4h_3.wiff
2021-01-02 06:43:12 .R..A       364544        37248  MET6KO
raw data file
Ye20210101NEG
10met6KO_6h_1.wiff
2021-01-02 07:17:46 .R..A       364544        37290  MET6KO
raw data file
Ye20210101NEG
11met6KO_6h_2.wiff
2021-01-02 07:52:24 .R..A       364544        37165  MET6KO
raw data file
Ye20210101NEG
12met6KO_6h_3.wiff
2021-01-02 08:27:00 .R..A       364544        37282  MET6KO
raw data file
Ye20210101NEG
13met6KO_15h_1.wiff
2021-01-02 09:01:36 .R..A       364544        37287  MET6KO
raw data file
Ye20210101NEG
14met6KO_15h_2.wiff
2021-01-02 09:36:14 .R..A       364544        37260  MET6KO
raw data file
Ye20210101NEG
15met6KO_15h_3.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST001381
Initiating REDU-table generation for AN002301
Rest length is 49
Adding raw data not present in REST for sample p_NR_PC_PS_OS_519_A003, p_NR_PC_PS_OS_519_A004, p_NR_PC_PS_OS_519_A005, p_NR_PC_PS_OS_519_A006 named Wild-type
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN002302
Rest length is 49
Adding raw data not present in REST for sample p_NR_PC_PS_OS_519_A003, p_NR_PC_PS_OS_519_A004, p_NR_PC_PS_OS_519_A005, p_NR_PC_PS_OS_519_A006 named Wild-type
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST002405
Initiating REDU-table generation for AN003919
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Untargeted
S07510.mzXML
Untargeted
S07511.mzXML
Untargeted
S07512.mzXML
Untargeted
S07513.mzXML
Untargeted
S07514.mzXML
Untargeted
S07515.mzXML
Untargeted
S07516.mzXML
Untargeted
S07517.mzXML
Untargeted
S07518.mzXML
Untargeted
S07519.mzXML
Untargeted
S07520.mzXML
Untargeted
S07521.mzXML
Untargeted
S07522.mzXML
Untargeted
S07523.mzXML
Untargeted
S07524.mzXML
Untargeted
S07525.mzXML
Untargeted
S07526.mzXML
Untargeted
S07527.mzXML
Untargeted
S07528.mzXML
Untargeted
S07529.mzXML
Untargeted
S07530.mzXML
Untargeted
S07531.mzXML
Untargeted
S07532.mzXML
Untargeted
S07533.mzXML
Untargeted
S07534.mzXML
Untargeted
S07535.mzXML
Untargeted
S07536.mzXML
Untargeted
S07537.mzXML
Untargeted
S07538.mzXML
Untargeted
S07539.mzXML
Untargeted
S07540.mzXML
Untargeted
S07541.mzXML
Untargeted
S07542.mzXML
Untargeted
S07543.mzXML
Untargeted
S07544.mzXML
Untargeted
S07545.mzXML
Untargeted
S07546.mzXML
Untargeted
S07547.mzXML
Untargeted
S07548.mzXML
Untargeted
S07549.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002561
Initiating REDU-table generation for AN004221
Rest length is 92
raw file key found.
Initiating REDU-table generation for AN004222
Rest length is 92
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MCF001027_wt1_ep10.mzML
MCF001027_wt3_ep40.mzML
Zebrafish epalrestat experiments
MCF001027_pmm1.mzML
Zebrafish epalrestat experiments
MCF001027_pmm1_ep10.mzML
Zebrafish epalrestat experiments
MCF001027_pmm1_ep40.mzML
Zebrafish epalrestat experiments
MCF001027_pmm2.mzML
Zebrafish epalrestat experiments
MCF001027_pmm2_ep10.mzML
Zebrafish epalrestat experiments
MCF001027_pmm2_ep40.mzML
Zebrafish epalrestat experiments
MCF001027_pmm3.mzML
Zebrafish epalrestat experiments
MCF001027_pmm3_ep40.mzML
Zebrafish epalrestat experiments
MCF001027_pmm4.mzML
Zebrafish epalrestat experiments
MCF001027_pmm4_ep40.mzML
Zebrafish epalrestat experiments
MCF001027_wt1.mzML
Zebrafish epalrestat experiments
MCF001027_wt1_ep40.mzML
Zebrafish epalrestat experiments
MCF001027_wt2.mzML
Zebrafish epalrestat experiments
MCF001027_wt2_ep10.mzML
Zebrafish epalrestat experiments
MCF001027_wt2_ep40.mzML
Zebrafish epalrestat experiments
MCF001027_wt3.mzML
Zebrafish epalrestat experiments
MCF001027_wt4.mzML
Zebrafish epalrestat experiments
MCF001395_pmm1.mzML
Zebrafish epalrestat experiments
MCF001395_pmm1_ep10.mzML
Zebrafish epalrestat experiments
MCF001395_pmm1_ep40.mzML
Zebrafish epalrestat experiments
MCF001395_pmm2.mzML
Zebrafish epalrestat experiments
MCF001395_pmm2_ep10.mzML
Zebrafish epalrestat experiments
MCF001395_pmm2_ep40.mzML
Zebrafish epalrestat experiments
MCF001395_pmm3.mzML
Zebrafish epalrestat experiments
MCF001395_pmm3_ep10.mzML
Zebrafish epalrestat experiments
MCF001395_pmm3_ep40.mzML
Zebrafish epalrestat experiments
MCF001395_pmm4.mzML
Zebrafish epalrestat experiments
MCF001395_pmm4_ep10.mzML
Zebrafish epalrestat experiments
MCF001395_pmm4_ep40.mzML
Zebrafish epalrestat experiments
MCF001395_wt1.mzML
Zebrafish epalrestat experiments
MCF001395_wt1_ep10.mzML
Zebrafish epalrestat experiments/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 628/3150 [39:07<1:32:23,  2.20s/it]
MCF001395_wt1_ep40.mzML
Zebrafish epalrestat experiments
MCF001395_wt2.mzML
Zebrafish epalrestat experiments
MCF001395_wt2_ep10.mzML
Zebrafish epalrestat experiments
MCF001395_wt2_ep40.mzML
Zebrafish epalrestat experiments
MCF001395_wt3.mzML
Zebrafish epalrestat experiments
MCF001395_wt3_ep10.mzML
Zebrafish epalrestat experiments
MCF001395_wt3_ep40.mzML
Zebrafish epalrestat experiments
MCF001395_wt4.mzML
Zebrafish epalrestat experiments
MCF001395_wt4_ep10.mzML
Zebrafish epalrestat experiments
MCF001395_wt4_ep40.mzML
Zebrafish epalrestat experiments
MCF001428_pmm1.mzML
Zebrafish epalrestat experiments
MCF001428_pmm1_ep10.mzML
Zebrafish epalrestat experiments
MCF001428_pmm1_ep40.mzML
Zebrafish epalrestat experiments
MCF001428_pmm2.mzML
Zebrafish epalrestat experiments
MCF001428_pmm2_ep10.mzML
Zebrafish epalrestat experiments
MCF001428_pmm2_ep40.mzML
Zebrafish epalrestat experiments
MCF001428_pmm3.mzML
Zebrafish epalrestat experiments
MCF001428_pmm3_ep10.mzML
Zebrafish epalrestat experiments
MCF001428_pmm3_ep40.mzML
Zebrafish epalrestat experiments
MCF001428_pmm4_ep10.mzML
Zebrafish epalrestat experiments
MCF001428_pmm4_ep40.mzML
Zebrafish epalrestat experiments
MCF001428_wt1.mzML
Zebrafish epalrestat experiments
MCF001428_wt1_ep10.mzML
Zebrafish epalrestat experiments
MCF001428_wt1_ep40.mzML
Zebrafish epalrestat experiments
MCF001428_wt2.mzML
Zebrafish epalrestat experiments
MCF001428_wt2_ep10.mzML
Zebrafish epalrestat experiments
MCF001428_wt2_ep40.mzML
Zebrafish epalrestat experiments
MCF001428_wt3.mzML
Zebrafish epalrestat experiments
MCF001428_wt3_ep10.mzML
Zebrafish epalrestat experiments
MCF001428_wt3_ep40.mzML
Zebrafish epalrestat experiments
MCF001428_wt4_ep10.mzML
Zebrafish epalrestat experiments
pmm1.mzXML
Zebrafish epalrestat experiments
pmm1_ep10.mzXML
Zebrafish epalrestat experiments
pmm1_ep40.mzXML
Zebrafish epalrestat experiments
pmm2.mzXML
Zebrafish epalrestat experiments
pmm2_ep10.mzXML
Zebrafish epalrestat experiments
pmm2_ep40.mzXML
Zebrafish epalrestat experiments
pmm3.mzXML
Zebrafish epalrestat experiments
pmm3_ep10.mzXML
Zebrafish epalrestat experiments
pmm3_ep40.mzXML
Zebrafish epalrestat experiments
pmm4.mzXML
Zebrafish epalrestat experiments
pmm4_ep10.mzXML
Zebrafish epalrestat experiments
pmm4_ep40.mzXML
Zebrafish epalrestat experiments
pmm5.mzXML
Zebrafish epalrestat experiments
pmm6.mzXML
Zebrafish epalrestat experiments
pmm7.mzXML
Zebrafish epalrestat experiments
pmm8.mzXML
Zebrafish epalrestat experiments
wt1.mzXML
Zebrafish epalrestat experiments
wt1_ep10.mzXML
Zebrafish epalrestat experiments
wt1_ep40.mzXML
Zebrafish epalrestat experiments
wt2.mzXML
Zebrafish epalrestat experiments
wt2_ep10.mzXML
Zebrafish epalrestat experiments
wt2_ep40.mzXML
Zebrafish epalrestat experiments
wt3.mzXML
Zebrafish epalrestat experiments
wt3_ep10.mzXML
Zebrafish epalrestat experiments
wt3_ep40.mzXML
Zebrafish epalrestat experiments
wt4.mzXML
Zebrafish epalrestat experiments
wt4_ep10.mzXML
Zebrafish epalrestat experiments
wt5.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 92 rows!
Extracted information for 92 samples.
Processing  ST002807
Initiating REDU-table generation for AN004564
Rest length is 96
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Conversion MZXML20220202_B10_1j_M1_25_1_610.mzXML
Conversion MZXML20220202_B10_1j_M2_26_1_611.mzXML
Conversion MZXML20220202_B10_3j_M1_55_1_645.mzXML
Conversion MZXML20220202_B10_3j_M2_56_1_646.mzXML
Conversion MZXML20220202_B10_7j_M1_85_1_680.mzXML
Conversion MZXML20220202_B10_7j_M2_86_1_681.mzXML
Conversion MZXML20220202_B11_1j_M1_27_1_612.mzXML
Conversion MZXML20220202_B11_1j_M2_28_1_613.mzXML
Conversion MZXML20220202_B11_3j_M1_57_1_647.mzXML
Conversion MZXML20220202_B11_3j_M2_58_1_648.mzXML
Conversion MZXML20220202_B11_7j_M1_87_1_682.mzXML
Conversion MZXML20220202_B11_7j_M2_88_1_683.mzXML
Conversion MZXML20220202_B12_1j_M1_29_1_614.mzXML
Conversion MZXML20220202_B12_1j_M2_30_1_615.mzXML
Conversion MZXML20220202_B12_3j_M1_59_1_649.mzXML
Conversion MZXML20220202_B12_3j_M2_60_1_650.mzXML
Conversion MZXML20220202_B12_7j_M1_89_1_684.mzXML
Conversion MZXML20220202_B12_7j_M2_90_1_685.mzXML
Conversion MZXML20220202_B13_1j_M1_31_1_617.mzXML
Conversion MZXML20220202_B13_1j_M2_32_1_618.mzXML
Conversion MZXML20220202_B13_3j_M1_61_1_652.mzXML
Conversion MZXML20220202_B13_3j_M2_62_1_653.mzXML
Conversion MZXML20220202_B13_7j_M1_91_1_687.mzXML
Conversion MZXML20220202_B13_7j_M2_92_1_688.mzXML
Conversion MZXML20220202_B14_1j_M1_33_1_619.mzXML
Conversion MZXML20220202_B14_1j_M2_34_1_620.mzXML
Conversion MZXML20220202_B14_3j_M1_63_1_654.mzXML
Conversion MZXML20220202_B14_3j_M2_64_1_655.mzXML
Conversion MZXML20220202_B14_7j_M1_93_1_689.mzXML
Conversion MZXML20220202_B14_7j_M2_94_1_690.mzXML
Conversion MZXML20220202_B15_1j_M1_35_1_621.mzXML
Conversion MZXML20220202_B15_1j_M2_36_1_622.mzXML
Conversion MZXML20220202_B15_3j_M1_65_1_656.mzXML
Conversion MZXML20220202_B15_3j_M2_66_1_657.mzXML
Conversion MZXML20220202_B15_7j_M1_95_1_691.mzXML
Conversion MZXML20220202_B15_7j_M2_96_1_692.mzXML
Conversion MZXML20220202_B1_1j_M1_7_1_589.mzXML
Conversion MZXML20220202_B1_1j_M2_8_1_590.mzXML
Conversion MZXML20220202_B1_3j_M1_37_1_624.mzXML
Conversion MZXML20220202_B1_3j_M2_38_1_625.mzXML
Conversion MZXML20220202_B1_7j_M1_67_1_659.mzXML
Conversion MZXML20220202_B1_7j_M2_68_1_660.mzXML
Conversion MZXML20220202_B2_1j_M1_9_1_591.mzXML
Conversion MZXML20220202_B2_1j_M2_10_1_592.mzXML
Conversion MZXML20220202_B2_3j_M1_39_1_626.mzXML
Conversion MZXML20220202_B2_3j_M2_40_1_627.mzXML
Conversion MZXML20220202_B2_7j_M1_69_1_661.mzXML
Conversion MZXML20220202_B2_7j_M2_70_1_662.mzXML
Conversion MZXML20220202_B3_1j_M1_11_1_593.mzXML
Conversion MZXML20220202_B3_1j_M2_12_1_594.mzXML
Conversion MZXML20220202_B3_3j_M1_41_1_628.mzXML
Conversion MZXML20220202_B3_3j_M2_42_1_629.mzXML
Conversion MZXML20220202_B3_7j_M1_71_1_663.mzXML
Conversion MZXML20220202_B3_7j_M2_72_1_664.mzXML
Conversion MZXML20220202_B4_1j_M1_13_1_596.mzXML
Conversion MZXML20220202_B4_1j_M2_14_1_597.mzXML
Conversion MZXML20220202_B4_3j_M1_43_1_631.mzXML
Conversion MZXML20220202_B4_3j_M2_44_1_632.mzXML
Conversion MZXML20220202_B4_7j_M1_73_1_666.mzXML
Conversion MZXML20220202_B4_7j_M2_74_1_667.mzXML
Conversion MZXML20220202_B5_1j_M1_15_1_598.mzXML
Conversion MZXML20220202_B5_1j_M2_16_1_599.mzXML
Conversion MZXML20220202_B5_3j_M1_45_1_633.mzXML
Conversion MZXML20220202_B5_3j_M2_46_1_634.mzXML
Conversion MZXML20220202_B5_7j_M1_75_1_668.mzXML
Conversion MZXML20220202_B5_7j_M2_76_1_669.mzXML
Conversion MZXML20220202_B6_1j_M1_17_1_600.mzXML
Conversion MZXML20220202_B6_1j_M2_18_1_601.mzXML
Conversion MZXML20220202_B6_3j_M1_47_1_635.mzXML
Conversion MZXML20220202_B6_3j_M2_48_1_636.mzXML
Conversion MZXML20220202_B6_7j_M1_77_1_670.mzXML
Conversion MZXML20220202_B6_7j_M2_78_1_671.mzXML
Conversion MZXML20220202_B7_1j_M1_19_1_603.mzXML
Conversion MZXML20220202_B7_1j_M2_20_1_604.mzXML
Conversion MZXML20220202_B7_3j_M1_49_1_638.mzXML
Conversion MZXML20220202_B7_3j_M2_50_1_639.mzXML
Conversion MZXML20220202_B7_7j_M1_79_1_673.mzXML
Conversion MZXML20220202_B7_7j_M2_80_1_674.mzXML
Conversion MZXML20220202_B8_1j_M1_21_1_605.mzXML
Conversion MZXML20220202_B8_1j_M2_22_1_606.mzXML
Conversion MZXML20220202_B8_3j_M1_51_1_640.mzXML
Conversion MZXML20220202_B8_3j_M2_52_1_641.mzXML
Conversion MZXML20220202_B8_7j_M1_81_1_675.mzXML
Conversion MZXML20220202_B8_7j_M2_82_1_676.mzXML
Conversion MZXML20220202_B9_1j_M1_23_1_607.mzXML
Conversion MZXML20220202_B9_1j_M2_24_1_608.mzXML
Conversion MZXML20220202_B9_3j_M1_53_1_642.mzXML
Conversion MZXML20220202_B9_3j_M2_54_1_643.mzXML
Conversion MZXML20220202_B9_7j_M1_83_1_677.mzXML
Conversion MZXML20220202_B9_7j_M2_84_1_678.mzXML
Conversion MZXML20220202_C_M1a_1_1_582.mzXML
Conversion MZXML20220202_C_M1b_2_1_583.mzXML
Conversion MZXML20220202_C_M2a_3_1_584.mzXML
Conversion MZXML20220202_C_M2b_4_1_585.mzXML
Conversion MZXML20220202_C_M3a_5_1_586.mzXML
Conversion MZXML20220202_C_M3b_6_1_587.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 96/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|█▉        | 629/3150 [40:23<15:29:34, 22.12s/it]
 20%|██        | 631/3150 [40:23<8:45:56, 12.53s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|██        | 633/3150 [40:27<5:53:02,  8.42s/it]
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST000419
No raw data detected. Ignoring ST000419
Processing  ST002297
No raw data detected. Ignoring ST002297
Processing  ST000451
No raw data detected. Ignoring ST000451
Processing  ST003333
Initiating REDU-table generation for AN005460
Rest length is 76
raw file key found.
Initiating REDU-table generation for AN005461
Rest length is 76
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
DR_MEENA_DIPAS_POOL_N1.mzML
DR_MEENA_DIPAS_POOL_N2.mzML
DR_MEENA_DIPAS_POOL_N3.mzML
DR_MEENA_DIPAS_POOL_N4.mzML
DR_MEENA_DIPAS_POOL_N5.mzML
DR_MEENA_DIPAS_POOL_N6.mzML
DR_MEENA_DIPAS_POOL_P1.mzML
DR_MEENA_DIPAS_POOL_P2.mzML
DR_MEENA_DIPAS_POOL_P3.mzML
DR_MEENA_DIPAS_POOL_P4.mzML
DR_MEENA_DIPAS_POOL_P5.mzML
DR_MEENA_DIPAS_POOL_P6.mzML
DR_MEENA_DIPAS_SAMPLE_B10_N.mzML
DR_MEENA_DIPAS_SAMPLE_B10_P.mzML
DR_MEENA_DIPAS_SAMPLE_B11_N.mzML
DR_MEENA_DIPAS_SAMPLE_B11_P.mzML
DR_MEENA_DIPAS_SAMPLE_B12_N.mzML
DR_MEENA_DIPAS_SAMPLE_B12_P.mzML
DR_MEENA_DIPAS_SAMPLE_B13_N.mzML
DR_MEENA_DIPAS_SAMPLE_B13_P.mzML
DR_MEENA_DIPAS_SAMPLE_B14_N.mzML
DR_MEENA_DIPAS_SAMPLE_B14_P.mzML
DR_MEENA_DIPAS_SAMPLE_B15_N.mzML
DR_MEENA_DIPAS_SAMPLE_B15_P.mzML
DR_MEENA_DIPAS_SAMPLE_B16_N.mzML
DR_MEENA_DIPAS_SAMPLE_B16_P.mzML
DR_MEENA_DIPAS_SAMPLE_B1_N.mzML
DR_MEENA_DIPAS_SAMPLE_B1_P.mzML
DR_MEENA_DIPAS_SAMPLE_B2_N.mzML
DR_MEENA_DIPAS_SAMPLE_B2_P.mzML
DR_MEENA_DIPAS_SAMPLE_B3_N.mzML
DR_MEENA_DIPAS_SAMPLE_B3_P.mzML
DR_MEENA_DIPAS_SAMPLE_B4_N.mzML
DR_MEENA_DIPAS_SAMPLE_B4_P.mzML
DR_MEENA_DIPAS_SAMPLE_B5_N.mzML
DR_MEENA_DIPAS_SAMPLE_B5_P.mzML
DR_MEENA_DIPAS_SAMPLE_B6_N.mzML
DR_MEENA_DIPAS_SAMPLE_B6_P.mzML
DR_MEENA_DIPAS_SAMPLE_B7_N.mzML
DR_MEENA_DIPAS_SAMPLE_B7_P.mzML
DR_MEENA_DIPAS_SAMPLE_B8_N.mzML
DR_MEENA_DIPAS_SAMPLE_B8_P.mzML
DR_MEENA_DIPAS_SAMPLE_B9_N.mzML
DR_MEENA_DIPAS_SAMPLE_B9_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA10_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA10_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA11_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA11_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA12_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA12_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA13_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA13_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA14_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA14_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA15_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA15_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA16_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA16_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA1_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA1_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA2_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA2_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA3_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA3_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA4_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA4_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA5_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA5_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA6_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA6_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA7_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA7_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA8_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA8_P.mzML
DR_MEENA_DIPAS_SAMPLE_HA9_N.mzML
DR_MEENA_DIPAS_SAMPLE_HA9_P.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 76 rows!
Extracted information for 76 samples.
Processing  ST003289
Initiating REDU-table generation for AN005386
Rest length is 126
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005387
Rest length is 126
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20230210-SW-908_POS_001_01.mzML
20230210-SW-908_POS_001_02.mzML
20230210-SW-908_POS_002_01.mzML
20230210-SW-908_POS_002_02.mzML
20230210-SW-908_POS_003_01.mzML
20230210-SW-908_POS_003_02.mzML
20230210-SW-908_POS_004_01.mzML
20230210-SW-908_POS_004_02.mzML
20230210-SW-908_POS_005_01.mzML
20230210-SW-908_POS_005_02.mzML
20230210-SW-908_POS_006_01.mzML
20230210-SW-908_POS_006_02.mzML
20230210-SW-908_POS_007_01.mzML
20230210-SW-908_POS_007_02.mzML
20230210-SW-908_POS_008_01.mzML
20230210-SW-908_POS_008_02.mzML
20230210-SW-908_POS_009_01.mzML
20230210-SW-908_POS_009_02.mzML
20230210-SW-908_POS_010_01.mzML
20230210-SW-908_POS_010_02.mzML
20230210-SW-908_POS_011_01.mzML
20230210-SW-908_POS_011_02.mzML
20230210-SW-908_POS_012_01.mzML
20230210-SW-908_POS_012_02.mzML
20230210-SW-908_POS_013_01.mzML
20230210-SW-908_POS_013_02.mzML
20230210-SW-908_POS_014_01.mzML
20230210-SW-908_POS_014_02.mzML
20230210-SW-908_POS_015_01.mzML
20230210-SW-908_POS_015_02.mzML
20230210-SW-908_POS_016_01.mzML
20230210-SW-908_POS_016_02.mzML
20230210-SW-908_POS_017_01.mzML
20230210-SW-908_POS_017_02.mzML
20230210-SW-908_POS_018_01.mzML
20230210-SW-908_POS_018_02.mzML
20230210-SW-908_POS_019_01.mzML
20230210-SW-908_POS_019_02.mzML
20230210-SW-908_POS_020_01.mzML
20230210-SW-908_POS_020_02.mzML
20230210-SW-908_POS_021_01.mzML
20230210-SW-908_POS_021_02.mzML
20230210-SW-908_POS_022_01.mzML
20230210-SW-908_POS_022_02.mzML
20230210-SW-908_POS_023_01.mzML
20230210-SW-908_POS_023_02.mzML
20230210-SW-908_POS_024_01.mzML
20230210-SW-908_POS_024_02.mzML
20230210-SW-908_POS_025_01.mzML
20230210-SW-908_POS_025_02.mzML
20230210-SW-908_POS_026_01.mzML
20230210-SW-908_POS_026_02.mzML
20230210-SW-908_POS_027_01.mzML
20230210-SW-908_POS_027_02.mzML
20230210-SW-908_POS_028_01.mzML
20230210-SW-908_POS_028_02.mzML
20230210-SW-908_POS_029_01.mzML
20230210-SW-908_POS_029_02.mzML
20230210-SW-908_POS_030_01.mzML
20230210-SW-908_POS_030_02.mzML
20230210-SW-908_POS_031_01.mzML
20230210-SW-908_POS_031_02.mzML
20230210-SW-908_POS_032_01.mzML
20230210-SW-908_POS_032_02.mzML
20230210-SW-908_POS_033_01.mzML
20230210-SW-908_POS_033_02.mzML
20230210-SW-908_POS_034_01.mzML
20230210-SW-908_POS_034_02.mzML
20230210-SW-908_POS_035_01.mzML
20230210-SW-908_POS_035_02.mzML
20230210-SW-908_POS_036_01.mzML
20230210-SW-908_POS_036_02.mzML
20230210-SW-908_POS_037_01.mzML
20230210-SW-908_POS_037_02.mzML
20230210-SW-908_POS_038_01.mzML
20230210-SW-908_POS_038_02.mzML
20230210-SW-908_POS_039_01.mzML
20230210-SW-908_POS_039_02.mzML
20230210-SW-908_POS_040_01.mzML
20230210-SW-908_POS_040_02.mzML
20230210-SW-908_POS_041_01.mzML
20230210-SW-908_POS_041_02.mzML
20230210-SW-908_POS_042_01.mzML
20230210-SW-908_POS_042_02.mzML
20230210-SW-908_POS_043_01.mzML
20230210-SW-908_POS_043_02.mzML
20230210-SW-908_POS_044_01.mzML
20230210-SW-908_POS_044_02.mzML
20230210-SW-908_POS_045_01.mzML
20230210-SW-908_POS_045_02.mzML
20230210-SW-908_POS_046_01.mzML
20230210-SW-908_POS_046_02.mzML
20230210-SW-908_POS_047_01.mzML
20230210-SW-908_POS_047_02.mzML
20230210-SW-908_POS_048_01.mzML
20230210-SW-908_POS_048_02.mzML
20230210-SW-908_POS_049_01.mzML
20230210-SW-908_POS_049_02.mzML
20230210-SW-908_POS_050_01.mzML
20230210-SW-908_POS_050_02.mzML
20230210-SW-908_POS_051_01.mzML
20230210-SW-908_POS_051_02.mzML
20230210-SW-908_POS_052_01.mzML
20230210-SW-908_POS_052_02.mzML
20230210-SW-908_POS_053_01.mzML
20230210-SW-908_POS_053_02.mzML
20230210-SW-908_POS_054_01.mzML
20230210-SW-908_POS_054_02.mzML
20230210-SW-908_POS_Blank_001_01.mzML
20230210-SW-908_POS_Blank_001_02.mzML
20230210-SW-908_POS_Blank_002_01.mzML
20230210-SW-908_POS_Blank_002_02.mzML
20230210-SW-908_POS_Blank_003_01.mzML
20230210-SW-908_POS_Blank_003_02.mzML
20230210-SW-908_POS_QC_001_01.mzML
20230210-SW-908_POS_QC_001_02.mzML
20230210-SW-908_POS_QC_002_01.mzML
20230210-SW-908_POS_QC_002_02.mzML
20230210-SW-908_POS_QC_003_01.mzML
20230210-SW-908_POS_QC_003_02.mzML
20230210-SW-908_POS_QC_004_01.mzML
20230210-SW-908_POS_QC_004_02.mzML
20230210-SW-908_POS_QC_005_01.mzML
20230210-SW-908_POS_QC_005_02.mzML
20230210-SW-908_POS_QC_006_01.mzML
20230210-SW-908_POS_QC_006_02.mzML
20230210-SW-908_POS_QC_007_01.mzML
20230210-SW-908_POS_QC_007_02.mzML
20230210-SW-908_POS_QC_008_01.mzML
20230210-SW-908_POS_QC_008_02.mzML
20230210-SW-908_POS_QC_009_01.mzML
20230210-SW-908_POS_QC_009_02.mzML
20230210-SW-908_POS_QC_010_01.mzML
20230210-SW-908_POS_QC_010_02.mzML
mx_714032_Sarah Whitcomb_raw data
230327dEGsa01_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa02_1.cdf
mx_714032_Sarah Whitcomb_raw data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|██        | 634/3150 [40:31<5:16:07,  7.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|██        | 638/3150 [40:35<2:42:57,  3.89s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|██        | 639/3150 [40:38<2:37:22,  3.76s/it]
230327dEGsa03_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa04_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa05_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa06_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa07_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa08_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa09_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa10_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa11_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa12_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa13_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa14_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa15_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa16_2.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa17_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa18_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa19_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa20_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa21_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa22_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa23_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa24_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa25_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa26_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa27_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa28_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa29_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa30_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa31_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa32_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa33_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa34_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa35_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa36_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa37_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa38_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa39_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa40_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa41_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa42_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa43_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa44_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa45_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa46_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa47_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa48_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa49_1.cdf
mx_714032_Sarah Whitcomb_raw data
230327dEGsa50_1.cdf
mx_714032_Sarah Whitcomb_raw data
230328dEGsa01_1.cdf
mx_714032_Sarah Whitcomb_raw data
230328dEGsa02_1.cdf
mx_714032_Sarah Whitcomb_raw data
230328dEGsa03_1.cdf
mx_714032_Sarah Whitcomb_raw data
230328dEGsa04_1.cdf
mx_714032_Sarah Whitcomb_raw data
230328dEGsa05_1.cdf
mx_714032_Sarah Whitcomb_raw data
230328dEGsa06_1.cdf
mx_714032_Sarah Whitcomb_raw data
230328dEGsa07_1.cdf
mx_714032_Sarah Whitcomb_raw data
230328dEGsa08_1.cdf
mx_714032_Sarah Whitcomb_raw data
230328dEGsa09_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 193 rows!
Extracted information for 193 samples.
Processing  ST003131
No raw data detected. Ignoring ST003131
Processing  ST002498
No raw data detected. Ignoring ST002498
Processing  ST001005
No raw data detected. Ignoring ST001005
Processing  ST003341
Initiating REDU-table generation for AN005475
Rest length is 62
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005476
Rest length is 62
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PR32308-02-001.raw
PR32308-02-002.raw
PR32308-02-003.raw
PR32308-02-004.raw
PR32308-02-005.raw
PR32308-02-006.raw
PR32308-02-007.raw
PR32308-02-008.raw
PR32308-02-009.raw
PR32308-02-010.raw
PR32308-02-011.raw
PR32308-02-012.raw
PR32308-02-013.raw
PR32308-02-014.raw
PR32308-02-015.raw
PR32308-02-016.raw
PR32308-02-017.raw
PR32308-02-018.raw
PR32308-02-019.raw
PR32308-02-020.raw
PR32308-02-021.raw
PR32308-02-022.raw
PR32308-02-023.raw
PR32308-02-024.raw
PR32308-02-025.raw
PR32308-02-026.raw
PR32308-02-027.raw
PR32308-02-028.raw
PR32308-02-030.raw
PR32308-02-031.raw
PR32308-02-032.raw
PR32308-02-033.raw
PR32308-02-034.raw
PR32308-02-035.raw
PR32308-02-036.raw
PR32308-02-037.raw
PR32308-02-038.raw
PR32308-02-039.raw
PR32308-02-040.raw
PR32308-02-041.raw
PR32308-02-042.raw
PR32308-02-043.raw
PR32308-02-044.raw
PR32308-02-045.raw
PR32308-02-046.raw
PR32308-02-047.raw
PR32308-02-048.raw
PR32308-02-049.raw
PR32308-02-050.raw
PR32308-02-051.raw
PR32308-02-052.raw
PR32308-02-053.raw
PR32308-02-054.raw
PR32308-02-055.raw
PR32308-02-056.raw
PR32308-02-057.raw
PR32308-02-058.raw
PR32308-02-059.raw
PR32308-02-060.raw
PR32308-02-061.raw
PR32308-02-062.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 61 rows!
Extracted information for 61 samples.
Processing  ST001266
Initiating REDU-table generation for AN002103
Rest length is 47
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Beta-cells
CB_1.raw
Beta-cells
CB_10.raw
Beta-cells
CB_11.raw
Beta-cells
CB_12.raw
Beta-cells
CB_13.raw
Beta-cells
CB_14.raw
Beta-cells
CB_15.raw
Beta-cells
CB_16.raw
Beta-cells
CB_17.raw
Beta-cells
CB_18.raw
Beta-cells
CB_19.raw
Beta-cells
CB_2.raw
Beta-cells
CB_20.raw
Beta-cells
CB_21.raw
Beta-cells
CB_22.raw
Beta-cells
CB_23.raw
Beta-cells
CB_24.raw
Beta-cells
CB_25.raw
Beta-cells
CB_26.raw
Beta-cells
CB_27.raw
Beta-cells
CB_28.raw
Beta-cells
CB_29.raw
Beta-cells
CB_3.raw
Beta-cells
CB_30.raw
Beta-cells
CB_31.raw
Beta-cells
CB_32.raw
Beta-cells
CB_33.raw
Beta-cells
CB_34.raw
Beta-cells
CB_35.raw
Beta-cells
CB_36.raw
Beta-cells
CB_37.raw
Beta-cells
CB_38.raw
Beta-cells
CB_39.raw
Beta-cells
CB_4.raw
Beta-cells
CB_40.raw
Beta-cells
CB_5.raw
Beta-cells
CB_6.raw
Beta-cells
CB_7.raw
Beta-cells
CB_8.raw
Beta-cells
CB_9.raw
Beta-cells
SP_CB_1_1.raw
Beta-cells
SP_CB_1_2.raw
Beta-cells
SP_CB_2_1.raw
Beta-cells
SP_CB_2_2.raw
Beta-cells
SP_CB_3_1.raw
Beta-cells
SP_CB_3_2.raw
Beta-cells
SP_CB_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 47 rows!
Extracted information for 47 samples.
Processing  ST001824
No raw data detected. Ignoring ST001824
Processing  ST001059
Initiating REDU-table generation for AN001733
Rest length is 31
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/31 [00:00<?, ?it/s]

Mapping potential matches:  77%|███████▋  | 24/31 [00:00<00:00, 239.65it/s]
Mapping potential matches: 100%|██████████| 31/31 [00:00<00:00, 239.87it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|██        | 641/3150 [40:41<2:08:17,  3.07s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 20%|██        | 644/3150 [40:44<1:33:47,  2.25s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
10__8401_M_H_Adipose_Pos.raw
10__8401_M_H_Adipose_neg.raw
11__8350_F_H_Adipose_Pos.raw
11__8350_F_H_Adipose_neg.raw
13__8382_F_H_Adipose_Pos.raw
13__8382_F_H_Adipose_neg.raw
14__8396_F_H_Adipose_Pos.raw
14__8396_F_H_Adipose_neg.raw
15__8356_F_H_Adipose_Pos.raw
15__8356_F_H_Adipose_neg.raw
16__8394_F_H_Adipose_Pos.raw
16__8394_F_H_Adipose_neg.raw
17__8367_M_D_Adipose_Pos.raw
17__8367_M_D_Adipose_neg.raw
18__8383_M_D_Adipose_Pos.raw
18__8383_M_D_Adipose_neg.raw
19__8402_M_D_Adipose_Pos.raw
19__8402_M_D_Adipose_neg.raw
1__8366_M_H_Adipose_Pos.raw
1__8366_M_H_Adipose_neg.raw
20__8359_M_D_Adipose_Pos.raw
20__8359_M_D_Adipose_neg.raw
21__8384_M_D_Adipose_Pos.raw
21__8384_M_D_Adipose_neg.raw
22__8375_M_D_Adipose_Pos.raw
22__8375_M_D_Adipose_neg.raw
23__8372_M_D_Adipose_Pos.raw
23__8372_M_D_Adipose_neg.raw
24__8400_M_D_Adipose_Pos.raw
24__8400_M_D_Adipose_neg.raw
25__8395_M_D_Adipose_Pos.raw
25__8395_M_D_Adipose_neg.raw
26__8371_F_D_Adipose_Pos.raw
26__8371_F_D_Adipose_neg.raw
27__8399_F_D_Adipose_Pos.raw
27__8399_F_D_Adipose_neg.raw
28__8404_F_D_Adipose_Pos.raw
28__8404_F_D_Adipose_neg.raw
29__8363_F_D_Adipose_Pos.raw
29__8363_F_D_Adipose_neg.raw
2__8409_M_H_Adipose_Pos.raw
2__8409_M_H_Adipose_neg.raw
30__8385_F_D_Adipose_Pos.raw
30__8385_F_D_Adipose_neg.raw
31__8376_F_D_Adipose_Pos.raw
31__8376_F_D_Adipose_neg.raw
32__8373_F_D_Adipose_Pos.raw
32__8373_F_D_Adipose_neg.raw
3__8410_M_H_Adipose_Pos.raw
3__8410_M_H_Adipose_neg.raw
4__8355_M_H_Adipose_Pos_170510191159.raw
4__8355_M_H_Adipose_neg.raw
5__8388_M_H_Adipose_Pos.raw
5__8388_M_H_Adipose_neg.raw
6__8364_M_H_Adipose_Pos.raw
6__8364_M_H_Adipose_neg.raw
7__8381_M_H_Adipose_Pos.raw
7__8381_M_H_Adipose_neg.raw
8__8362_M_H_Adipose_Pos.raw
8__8362_M_H_Adipose_neg.raw
9__8408_M_H_Adipose_Pos.raw
9__8408_M_H_Adipose_neg.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 62 rows!
Extracted information for 62 samples.
Processing  ST000031
No raw data detected. Ignoring ST000031
Processing  ST001439
No raw data detected. Ignoring ST001439
Processing  ST002184
Initiating REDU-table generation for AN003577
Rest length is 138
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
IECs_raw_file
CM02-004.raw
IECs_raw_file
CM02-005.raw
IECs_raw_file
CM02-006.raw
IECs_raw_file
CM02-007.raw
IECs_raw_file
CM02-008.raw
IECs_raw_file
CM02-009.raw
IECs_raw_file
CM02-010.raw
IECs_raw_file
CM02-011.raw
IECs_raw_file
CM02-012.raw
IECs_raw_file
CM02-013.raw
IECs_raw_file
CM02-014.raw
IECs_raw_file
CM02-015.raw
IECs_raw_file
CM02-016.raw
IECs_raw_file
CM02-017.raw
IECs_raw_file
CM02-018.raw
IECs_raw_file
CM02-019.raw
IECs_raw_file
CM02-020.raw
IECs_raw_file
CM02-021.raw
IECs_raw_file
CM02-022.raw
IECs_raw_file
CM02-023.raw
IECs_raw_file
CM02-024.raw
IECs_raw_file
CM02-025.raw
IECs_raw_file
CM02-026.raw
IECs_raw_file
CM02-027.raw
IECs_raw_file
CM02-028.raw
IECs_raw_file
CM02-029.raw
IECs_raw_file
CM02-030.raw
IECs_raw_file
CM02-031.raw
IECs_raw_file
CM02-032.raw
IECs_raw_file
CM02-033.raw
IECs_raw_file
CM02-034.raw
IECs_raw_file
CM02-035.raw
IECs_raw_file
CM02-036.raw
IECs_raw_file
CM02-037.raw
IECs_raw_file
CM02-038.raw
IECs_raw_file
CM02-039.raw
IECs_raw_file
CM02-040.raw
IECs_raw_file
CM02-041.raw
IECs_raw_file
CM02-042.raw
IECs_raw_file
CM02-043.raw
IECs_raw_file
CM02-044.raw
IECs_raw_file
CM02-045.raw
IECs_raw_file
CM02-046.raw
IECs_raw_file
CM02-047.raw
IECs_raw_file
CM02-048.raw
IECs_raw_file
CM02-049.raw
IECs_raw_file
CM02-050.raw
IECs_raw_file
CM02-051.raw
IECs_raw_file
CM02-052.raw
IECs_raw_file
CM02-053.raw
IECs_raw_file
CM02-054.raw
IECs_raw_file
CM02-055.raw
IECs_raw_file
CM02-056.raw
IECs_raw_file
CM02-057.raw
IECs_raw_file
CM02-058.raw
IECs_raw_file
CM02-059.raw
IECs_raw_file
CM02-060.raw
IECs_raw_file
CM02-061.raw
IECs_raw_file
CM02-062.raw
IECs_raw_file
CM02-063.raw
IECs_raw_file
CM02-064.raw
IECs_raw_file
CM02-065.raw
IECs_raw_file
CM02-066.raw
IECs_raw_file
CM02-067.raw
IECs_raw_file
CM02-068.raw
IECs_raw_file
CM02-069.raw
IECs_raw_file
CM02-070.raw
IECs_raw_file
CM02-071.raw
IECs_raw_file
CM02-072.raw
IECs_raw_file
CM02b-004.raw
IECs_raw_file
CM02b-005.raw
IECs_raw_file
CM02b-006.raw
IECs_raw_file
CM02b-007.raw
IECs_raw_file
CM02b-008.raw
IECs_raw_file
CM02b-009.raw
IECs_raw_file
CM02b-010.raw
IECs_raw_file
CM02b-011.raw
IECs_raw_file
CM02b-012.raw
IECs_raw_file
CM02b-013.raw
IECs_raw_file
CM02b-014.raw
IECs_raw_file
CM02b-015.raw
IECs_raw_file
CM02b-016.raw
IECs_raw_file
CM02b-017.raw
IECs_raw_file
CM02b-018.raw
IECs_raw_file
CM02b-019.raw
IECs_raw_file
CM02b-020.raw
IECs_raw_file
CM02b-021.raw
IECs_raw_file
CM02b-022.raw
IECs_raw_file
CM02b-023.raw
IECs_raw_file
CM02b-024.raw
IECs_raw_file
CM02b-025.raw
IECs_raw_file
CM02b-026.raw
IECs_raw_file
CM02b-027.raw
IECs_raw_file
CM02b-028.raw
IECs_raw_file
CM02b-029.raw
IECs_raw_file
CM02b-030.raw
IECs_raw_file
CM02b-031.raw
IECs_raw_file
CM02b-032.raw
IECs_raw_file
CM02b-033.raw
IECs_raw_file
CM02b-034.raw
IECs_raw_file
CM02b-035.raw
IECs_raw_file
CM02b-036.raw
IECs_raw_file
CM02b-037.raw
IECs_raw_file
CM02b-038.raw
IECs_raw_file
CM02b-039.raw
IECs_raw_file
CM02b-040.raw
IECs_raw_file
CM02b-041.raw
IECs_raw_file
CM02b-042.raw
IECs_raw_file
CM02b-043.raw
IECs_raw_file
CM02b-044.raw
IECs_raw_file
CM02b-045.raw
IECs_raw_file
CM02b-046.raw
IECs_raw_file
CM02b-047.raw
IECs_raw_file
CM02b-048.raw
IECs_raw_file
CM02b-049.raw
IECs_raw_file
CM02b-050.raw
IECs_raw_file
CM02b-051.raw
IECs_raw_file
CM02b-052.raw
IECs_raw_file
CM02b-053.raw
IECs_raw_file
CM02b-054.raw
IECs_raw_file
CM02b-055.raw
IECs_raw_file
CM02b-056.raw
IECs_raw_file
CM02b-057.raw
IECs_raw_file
CM02b-058.raw
IECs_raw_file
CM02b-059.raw
IECs_raw_file
CM02b-060.raw
IECs_raw_file
CM02b-061.raw
IECs_raw_file
CM02b-062.raw
IECs_raw_file
CM02b-063.raw
IECs_raw_file
CM02b-064.raw
IECs_raw_file
CM02b-065.raw
IECs_raw_file
CM02b-066.raw
IECs_raw_file
CM02b-067.raw
IECs_raw_file
CM02b-068.raw
IECs_raw_file
CM02b-069.raw
IECs_raw_file
CM02b-070.raw
IECs_raw_file
CM02b-071.raw
IECs_raw_file
CM02b-072.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 138 rows!
Extracted information for 138 samples.
Processing  ST001443
No raw data detected. Ignoring ST001443
Processing  ST001262
Initiating REDU-table generation for AN002094
Rest length is 440
Adding raw data not present in REST for sample C-1PQC5-U-00_1 named VT_190427_M384_241,VT_190427_M384_243,VT_190427_M384_245
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN002095
Rest length is 440
Adding raw data not present in REST for sample C-1PQC5-U-00_1 named VT_190427_M384_241,VT_190427_M384_243,VT_190427_M384_245
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

 21%|██        | 646/3150 [40:46<1:16:05,  1.82s/it]
Processing  ST000558
No raw data detected. Ignoring ST000558
Processing  ST000707
No raw data detected. Ignoring ST000707
Processing  ST001690
Initiating REDU-table generation for AN002760
Rest length is 11
Adding raw data not present in REST for sample RT named -
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/11 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 11/11 [00:00<00:00, 12055.75it/s]

 21%|██        | 649/3150 [40:46<50:53,  1.22s/it]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000140
Initiating REDU-table generation for AN000222
Rest length is 5
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/5 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 5/5 [00:00<00:00, 1466.85it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 21%|██        | 650/3150 [40:49<57:26,  1.38s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000140
amm_acetate_1.raw
ST000140
amm_acetate_2.raw
ST000140
amm_acetate_3.raw
ST000140
amm_form_1.raw
ST000140
amm_form_2.raw
ST000140
amm_form_3.raw
ST000140
hepes_1.raw
ST000140
hepes_2.raw
ST000140
hepes_3.raw
ST000140
nacl_1.raw
ST000140
nacl_2.raw
ST000140
nacl_3.raw
ST000140
pbs_1.raw
ST000140
pbs_2.raw
ST000140
pbs_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST003470
No raw data detected. Ignoring ST003470
Processing  ST000659
Initiating REDU-table generation for AN001005
Rest length is 158
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/139 [00:00<?, ?it/s]

Mapping potential matches:  14%|█▎        | 19/139 [00:00<00:00, 181.15it/s]

Mapping potential matches:  27%|██▋       | 38/139 [00:00<00:00, 180.67it/s]

Mapping potential matches:  41%|████      | 57/139 [00:00<00:00, 181.33it/s]

Mapping potential matches:  55%|█████▍    | 76/139 [00:00<00:00, 181.63it/s]

Mapping potential matches:  68%|██████▊   | 95/139 [00:00<00:00, 181.89it/s]

Mapping potential matches:  82%|████████▏ | 114/139 [00:00<00:00, 181.65it/s]

Mapping potential matches:  96%|█████████▌| 133/139 [00:00<00:00, 181.42it/s]
Mapping potential matches: 100%|██████████| 139/139 [00:00<00:00, 181.39it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001006
Rest length is 158
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/139 [00:00<?, ?it/s]

Mapping potential matches:  14%|█▎        | 19/139 [00:00<00:00, 183.23it/s]

Mapping potential matches:  27%|██▋       | 38/139 [00:00<00:00, 182.98it/s]

Mapping potential matches:  41%|████      | 57/139 [00:00<00:00, 183.98it/s]

Mapping potential matches:  55%|█████▍    | 76/139 [00:00<00:00, 183.35it/s]

Mapping potential matches:  68%|██████▊   | 95/139 [00:00<00:00, 183.87it/s]

Mapping potential matches:  82%|████████▏ | 114/139 [00:00<00:00, 184.64it/s]

Mapping potential matches:  96%|█████████▌| 133/139 [00:00<00:00, 185.52it/s]
Mapping potential matches: 100%|██████████| 139/139 [00:00<00:00, 184.50it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A01.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A02.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A03.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A04.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A05.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A06.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A07.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A08.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A09.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A10.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A11.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 A12.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B01.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B02.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B03.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B04.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B05.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B06.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B07.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B08.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B09.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B10.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 B11.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C01.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C02.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C03.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C04.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C05.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C06.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C07.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C08.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C10.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 C11.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 D01.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 D02.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 D03.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 D04.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 D05.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 D07.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 D08.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 D10.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 D11.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 E01.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 E02.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 E04.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 E05.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 E07.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 E08.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 E10.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 E11.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 E12.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 F01.mzXML
Damrauer
Raw Data
Dameraur Plate1 OxyEndo 110716-P1 F02.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 F04.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 F05.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 F07.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 F08.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 F09.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 F10.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 F11.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 F12.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G01.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G02.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G04.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G05.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G06.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G07.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G08.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G09.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G10.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G11.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 G12.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H01.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H02.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H03.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H04.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H05.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H06.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H07.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H08.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H09.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H10.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H11.mzXML
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Dameraur Plate1 OxyEndo 110716-P1 H12.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 A01.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 A02.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 A04.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 A05.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 A07.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 A08.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 B01.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 B02.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 B04.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 B05.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 B07.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 B08.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 C01.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 C02.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 C04.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 C05.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 C06.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 C07.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 D01.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 D03.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 D04.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 D06.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 D07.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 E01.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 E02.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 E05.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 E07.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 F01.mzXML
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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Dameraur Plate2 OxyEndo 111016-P2 G06.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 H01.mzXML
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Dameraur Plate2 OxyEndo 111016-P2 H07.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 138 rows!
Extracted information for 138 samples.
Processing  ST001004
No raw data detected. Ignoring ST001004
Processing  ST001343
Initiating REDU-table generation for AN002237
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
194822_mwtab_TRIF_Raw
Sample_Method1 (1).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (10).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (11).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (12).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (13).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (14).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (15).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (16).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (17).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (18).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (2).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (20).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (21).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (22).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (23).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (24).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (25).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (26).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (27).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (28).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (3).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (30).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (31).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (32).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (4).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (5).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (6).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (7).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (8).mzML
194822_mwtab_TRIF_Raw
Sample_Method1 (9).mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002389
No raw data detected. Ignoring ST002389
Processing  ST000399
No raw data detected. Ignoring ST000399
Processing  ST000250
No raw data detected. Ignoring ST000250
Processing  ST001715
Initiating REDU-table generation for AN002792
Rest length is 1232
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002793
Rest length is 1232
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002794
Rest length is 1232
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002795
Rest length is 1232
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
12_diphenylhydrazine_0_1_c18neg_fusion.mzXML
12_diphenylhydrazine_0_1_hilicpos_fusion.mzXML
12_diphenylhydrazine_0_2_c18neg_fusion.mzXML
12_diphenylhydrazine_0_2_hilicpos_fusion.mzXML
12_diphenylhydrazine_24_1_c18neg_fusion.mzXML
12_diphenylhydrazine_24_1_hilicpos_fusion.mzXML
12_diphenylhydrazine_24_2_c18neg_fusion.mzXML
12_diphenylhydrazine_24_2_hilicpos_fusion.mzXML
246_trichlorophenol_0_1_c18neg_fusion.mzXML
246_trichlorophenol_0_1_hilicpos_fusion.mzXML
246_trichlorophenol_0_2_c18neg_fusion.mzXML
246_trichlorophenol_0_2_hilicpos_fusion.mzXML
246_trichlorophenol_24_1_c18neg_fusion.mzXML
246_trichlorophenol_24_1_hilicpos_fusion.mzXML
246_trichlorophenol_24_2_c18neg_fusion.mzXML
246_trichlorophenol_24_2_hilicpos_fusion.mzXML
24_dimethylphenol_0_1_c18neg_fusion.mzXML
24_dimethylphenol_0_1_hilicpos_fusion.mzXML
24_dimethylphenol_0_2_c18neg_fusion.mzXML
24_dimethylphenol_0_2_hilicpos_fusion.mzXML
24_dimethylphenol_24_1_c18neg_fusion.mzXML
24_dimethylphenol_24_1_hilicpos_fusion.mzXML
24_dimethylphenol_24_2_c18neg_fusion.mzXML
24_dimethylphenol_24_2_hilicpos_fusion.mzXML
24_dinitrophenol_0_1_c18neg_fusion.mzXML
24_dinitrophenol_0_1_hilicpos_fusion.mzXML
24_dinitrophenol_0_2_c18neg_fusion.mzXML
24_dinitrophenol_0_2_hilicpos_fusion.mzXML
24_dinitrophenol_24_1_c18neg_fusion.mzXML
24_dinitrophenol_24_1_hilicpos_fusion.mzXML
24_dinitrophenol_24_2_c18neg_fusion.mzXML
24_dinitrophenol_24_2_hilicpos_fusion.mzXML
24_dinitrotoluene_0_1_c18neg_fusion.mzXML
24_dinitrotoluene_0_1_hilicpos_fusion.mzXML
24_dinitrotoluene_0_2_c18neg_fusion.mzXML
24_dinitrotoluene_0_2_hilicpos_fusion.mzXML
24_dinitrotoluene_24_1_c18neg_fusion.mzXML
24_dinitrotoluene_24_1_hilicpos_fusion.mzXML
24_dinitrotoluene_24_2_c18neg_fusion.mzXML
24_dinitrotoluene_24_2_hilicpos_fusion.mzXML
2_ethyl_hexyldiphenylphosphate_0_1_c18neg_fusion.mzXML
2_ethyl_hexyldiphenylphosphate_0_1_hilicpos_fusion.mzXML
2_ethyl_hexyldiphenylphosphate_0_2_c18neg_fusion.mzXML
2_ethyl_hexyldiphenylphosphate_0_2_hilicpos_fusion.mzXML
2_ethyl_hexyldiphenylphosphate_24_1_c18neg_fusion.mzXML
2_ethyl_hexyldiphenylphosphate_24_1_hilicpos_fusion.mzXML
2_ethyl_hexyldiphenylphosphate_24_2_c18neg_fusion.mzXML
2_ethyl_hexyldiphenylphosphate_24_2_hilicpos_fusion.mzXML
2_methyl_46_dinitrophenol_0_1_c18neg_fusion.mzXML
2_methyl_46_dinitrophenol_0_1_hilicpos_fusion.mzXML
2_methyl_46_dinitrophenol_0_2_c18neg_fusion.mzXML
2_methyl_46_dinitrophenol_0_2_hilicpos_fusion.mzXML
2_methyl_46_dinitrophenol_24_1_c18neg_fusion.mzXML
2_methyl_46_dinitrophenol_24_1_hilicpos_fusion.mzXML
2_methyl_46_dinitrophenol_24_2_c18neg_fusion.mzXML
2_methyl_46_dinitrophenol_24_2_hilicpos_fusion.mzXML
2_methylnaphthalene_0_1_c18neg_fusion.mzXML
2_methylnaphthalene_0_1_hilicpos_fusion.mzXML
2_methylnaphthalene_0_2_c18neg_fusion.mzXML
2_methylnaphthalene_0_2_hilicpos_fusion.mzXML
2_methylnaphthalene_24_1_c18neg_fusion.mzXML
2_methylnaphthalene_24_1_hilicpos_fusion.mzXML
2_methylnaphthalene_24_2_c18neg_fusion.mzXML
2_methylnaphthalene_24_2_hilicpos_fusion.mzXML
2_methylphenol_0_1_c18neg_fusion.mzXML
2_methylphenol_0_1_hilicpos_fusion.mzXML
2_methylphenol_0_2_c18neg_fusion.mzXML
2_methylphenol_0_2_hilicpos_fusion.mzXML
2_methylphenol_24_1_c18neg_fusion.mzXML
2_methylphenol_24_1_hilicpos_fusion.mzXML
2_methylphenol_24_2_c18neg_fusion.mzXML
2_methylphenol_24_2_hilicpos_fusion.mzXML
33_dichlorobenzidine_0_1_c18neg_fusion.mzXML
33_dichlorobenzidine_0_1_hilicpos_fusion.mzXML
33_dichlorobenzidine_0_2_c18neg_fusion.mzXML
33_dichlorobenzidine_0_2_hilicpos_fusion.mzXML
33_dichlorobenzidine_24_1_c18neg_fusion.mzXML
33_dichlorobenzidine_24_1_hilicpos_fusion.mzXML
33_dichlorobenzidine_24_2_c18neg_fusion.mzXML
33_dichlorobenzidine_24_2_hilicpos_fusion.mzXML
44_methylenebis(2_chloroaniline)_0_1_c18neg_fusion.mzXML
44_methylenebis(2_chloroaniline)_0_1_hilicpos_fusion.mzXML
44_methylenebis(2_chloroaniline)_0_2_c18neg_fusion.mzXML
44_methylenebis(2_chloroaniline)_0_2_hilicpos_fusion.mzXML
44_methylenebis(2_chloroaniline)_24_1_c18neg_fusion.mzXML
44_methylenebis(2_chloroaniline)_24_1_hilicpos_fusion.mzXML
44_methylenebis(2_chloroaniline)_24_2_c18neg_fusion.mzXML
44_methylenebis(2_chloroaniline)_24_2_hilicpos_fusion.mzXML
4_Ethylaniline_0_1_c18neg_fusion.mzXML
4_Ethylaniline_0_1_hilicpos_fusion.mzXML
4_Ethylaniline_0_2_c18neg_fusion.mzXML
4_Ethylaniline_0_2_hilicpos_fusion.mzXML
4_Ethylaniline_24_1_c18neg_fusion.mzXML
4_Ethylaniline_24_1_hilicpos_fusion.mzXML
4_Ethylaniline_24_2_c18neg_fusion.mzXML
4_Ethylaniline_24_2_hilicpos_fusion.mzXML
4_methylphenol_0_1_c18neg_fusion.mzXML
4_methylphenol_0_1_hilicpos_fusion.mzXML
4_methylphenol_0_2_c18neg_fusion.mzXML
4_methylphenol_0_2_hilicpos_fusion.mzXML
4_methylphenol_24_1_c18neg_fusion.mzXML
4_methylphenol_24_1_hilicpos_fusion.mzXML
4_methylphenol_24_2_c18neg_fusion.mzXML
4_methylphenol_24_2_hilicpos_fusion.mzXML
APAP24_c18_01_hfqe.mzXML
APAP24_c18_02_hfqe.mzXML
APAP24_hilic_01_hfqe.mzXML
APAP24_hilic_02_hfqe.mzXML
Acarbose_0_1_c18neg_fusion.mzXML
Acarbose_0_1_hilicpos_fusion.mzXML
Acarbose_0_2_c18neg_fusion.mzXML
Acarbose_0_2_hilicpos_fusion.mzXML
Acarbose_24_1_c18neg_fusion.mzXML
Acarbose_24_1_hilicpos_fusion.mzXML
Acarbose_24_2_c18neg_fusion.mzXML
Acarbose_24_2_hilicpos_fusion.mzXML
Aceglutamide_0_1_c18neg_fusion.mzXML
Aceglutamide_0_1_hilicpos_fusion.mzXML
Aceglutamide_0_2_c18neg_fusion.mzXML
Aceglutamide_0_2_hilicpos_fusion.mzXML
Aceglutamide_24_1_c18neg_fusion.mzXML
Aceglutamide_24_1_hilicpos_fusion.mzXML
Aceglutamide_24_2_c18neg_fusion.mzXML
Aceglutamide_24_2_hilicpos_fusion.mzXML
Acemetacin_0_1_c18neg_fusion.mzXML
Acemetacin_0_1_hilicpos_fusion.mzXML
Acemetacin_0_2_c18neg_fusion.mzXML
Acemetacin_0_2_hilicpos_fusion.mzXML
Acemetacin_24_1_c18neg_fusion.mzXML
Acemetacin_24_1_hilicpos_fusion.mzXML
Acemetacin_24_2_c18neg_fusion.mzXML
Acemetacin_24_2_hilicpos_fusion.mzXML
Acetyl_L_Leucine_0_1_c18neg_fusion.mzXML
Acetyl_L_Leucine_0_1_hilicpos_fusion.mzXML
Acetyl_L_Leucine_0_2_c18neg_fusion.mzXML
Acetyl_L_Leucine_0_2_hilicpos_fusion.mzXML
Acetyl_L_Leucine_24_1_c18neg_fusion.mzXML
Acetyl_L_Leucine_24_1_hilicpos_fusion.mzXML
Acetyl_L_Leucine_24_2_c18neg_fusion.mzXML
Acetyl_L_Leucine_24_2_hilicpos_fusion.mzXML
Alrestatin_0_1_c18neg_fusion.mzXML
Alrestatin_0_1_hilicpos_fusion.mzXML
Alrestatin_0_2_c18neg_fusion.mzXML
Alrestatin_0_2_hilicpos_fusion.mzXML
Alrestatin_24_1_c18neg_fusion.mzXML
Alrestatin_24_1_hilicpos_fusion.mzXML
Alrestatin_24_2_c18neg_fusion.mzXML
Alrestatin_24_2_hilicpos_fusion.mzXML
Anisindione_0_1_c18neg_fusion.mzXML
Anisindione_0_1_hilicpos_fusion.mzXML
Anisindione_0_2_c18neg_fusion.mzXML
Anisindione_0_2_hilicpos_fusion.mzXML
Anisindione_24_1_c18neg_fusion.mzXML
Anisindione_24_1_hilicpos_fusion.mzXML
Anisindione_24_2_c18neg_fusion.mzXML
Anisindione_24_2_hilicpos_fusion.mzXML
Avanafil_0_1_c18neg_fusion.mzXML
Avanafil_0_1_hilicpos_fusion.mzXML
Avanafil_0_2_c18neg_fusion.mzXML
Avanafil_0_2_hilicpos_fusion.mzXML
Avanafil_24_1_c18neg_fusion.mzXML
Avanafil_24_1_hilicpos_fusion.mzXML
Avanafil_24_2_c18neg_fusion.mzXML
Avanafil_24_2_hilicpos_fusion.mzXML
Azacitidine_0_1_c18neg_fusion.mzXML
Azacitidine_0_1_hilicpos_fusion.mzXML
Azacitidine_0_2_c18neg_fusion.mzXML
Azacitidine_0_2_hilicpos_fusion.mzXML
Azacitidine_24_1_c18neg_fusion.mzXML
Azacitidine_24_1_hilicpos_fusion.mzXML
Azacitidine_24_2_c18neg_fusion.mzXML
Azacitidine_24_2_hilicpos_fusion.mzXML
Benz_a_anthracene_0_1_c18neg_fusion.mzXML
Benz_a_anthracene_0_1_hilicpos_fusion.mzXML
Benz_a_anthracene_0_2_c18neg_fusion.mzXML
Benz_a_anthracene_0_2_hilicpos_fusion.mzXML
Benz_a_anthracene_24_1_c18neg_fusion.mzXML
Benz_a_anthracene_24_1_hilicpos_fusion.mzXML
Benz_a_anthracene_24_2_c18neg_fusion.mzXML
Benz_a_anthracene_24_2_hilicpos_fusion.mzXML
Benzidine_0_1_c18neg_fusion.mzXML
Benzidine_0_1_hilicpos_fusion.mzXML
Benzidine_0_2_c18neg_fusion.mzXML
Benzidine_0_2_hilicpos_fusion.mzXML
Benzidine_24_1_c18neg_fusion.mzXML
Benzidine_24_1_hilicpos_fusion.mzXML
Benzidine_24_2_c18neg_fusion.mzXML
Benzidine_24_2_hilicpos_fusion.mzXML
Bezafibrate_0_1_c18neg_fusion.mzXML
Bezafibrate_0_1_hilicpos_fusion.mzXML
Bezafibrate_0_2_c18neg_fusion.mzXML
Bezafibrate_0_2_hilicpos_fusion.mzXML
Bezafibrate_24_1_c18neg_fusion.mzXML
Bezafibrate_24_1_hilicpos_fusion.mzXML
Bezafibrate_24_2_c18neg_fusion.mzXML
Bezafibrate_24_2_hilicpos_fusion.mzXML
Bretylium_0_1_c18neg_fusion.mzXML
Bretylium_0_1_hilicpos_fusion.mzXML
Bretylium_0_2_c18neg_fusion.mzXML
Bretylium_0_2_hilicpos_fusion.mzXML
Bretylium_24_1_c18neg_fusion.mzXML
Bretylium_24_1_hilicpos_fusion.mzXML
Bretylium_24_2_c18neg_fusion.mzXML
Bretylium_24_2_hilicpos_fusion.mzXML
Bumetanide_0_1_c18neg_fusion.mzXML
Bumetanide_0_1_hilicpos_fusion.mzXML
Bumetanide_0_2_c18neg_fusion.mzXML
Bumetanide_0_2_hilicpos_fusion.mzXML
Bumetanide_24_1_c18neg_fusion.mzXML
Bumetanide_24_1_hilicpos_fusion.mzXML
Bumetanide_24_2_c18neg_fusion.mzXML
Bumetanide_24_2_hilicpos_fusion.mzXML
Carbenoxolone_0_1_c18neg_fusion.mzXML
Carbenoxolone_0_1_hilicpos_fusion.mzXML
Carbenoxolone_0_2_c18neg_fusion.mzXML
Carbenoxolone_0_2_hilicpos_fusion.mzXML
Carbenoxolone_24_1_c18neg_fusion.mzXML
Carbenoxolone_24_1_hilicpos_fusion.mzXML
Carbenoxolone_24_2_c18neg_fusion.mzXML
Carbenoxolone_24_2_hilicpos_fusion.mzXML
Carvedilol_0_1_c18neg_fusion.mzXML
Carvedilol_0_1_hilicpos_fusion.mzXML
Carvedilol_0_2_c18neg_fusion.mzXML
Carvedilol_0_2_hilicpos_fusion.mzXML
Carvedilol_24_1_c18neg_fusion.mzXML
Carvedilol_24_1_hilicpos_fusion.mzXML
Carvedilol_24_2_c18neg_fusion.mzXML
Carvedilol_24_2_hilicpos_fusion.mzXML
Cefamandole2_0_1_c18neg_fusion.mzXML
Cefamandole2_0_1_hilicpos_fusion.mzXML
Cefamandole2_0_2_c18neg_fusion.mzXML
Cefamandole2_0_2_hilicpos_fusion.mzXML
Cefamandole2_24_1_c18neg_fusion.mzXML
Cefamandole2_24_1_hilicpos_fusion.mzXML
Cefamandole2_24_2_c18neg_fusion.mzXML
Cefamandole2_24_2_hilicpos_fusion.mzXML
Cefamandole_0_1_c18neg_fusion.mzXML
Cefamandole_0_1_hilicpos_fusion.mzXML
Cefamandole_0_2_c18neg_fusion.mzXML
Cefamandole_0_2_hilicpos_fusion.mzXML
Cefamandole_24_1_c18neg_fusion.mzXML
Cefamandole_24_1_hilicpos_fusion.mzXML
Cefamandole_24_2_c18neg_fusion.mzXML
Cefamandole_24_2_hilicpos_fusion.mzXML
Cefmetazole_0_1_c18neg_fusion.mzXML
Cefmetazole_0_1_hilicpos_fusion.mzXML
Cefmetazole_0_2_c18neg_fusion.mzXML
Cefmetazole_0_2_hilicpos_fusion.mzXML
Cefmetazole_24_1_c18neg_fusion.mzXML
Cefmetazole_24_1_hilicpos_fusion.mzXML
Cefmetazole_24_2_c18neg_fusion.mzXML
Cefmetazole_24_2_hilicpos_fusion.mzXML
Cefoperazone_0_1_c18neg_fusion.mzXML
Cefoperazone_0_1_hilicpos_fusion.mzXML
Cefoperazone_0_2_c18neg_fusion.mzXML
Cefoperazone_0_2_hilicpos_fusion.mzXML
Cefoperazone_24_1_c18neg_fusion.mzXML
Cefoperazone_24_1_hilicpos_fusion.mzXML
Cefoperazone_24_2_c18neg_fusion.mzXML
Cefoperazone_24_2_hilicpos_fusion.mzXML
Cefotetan_0_1_c18neg_fusion.mzXML
Cefotetan_0_1_hilicpos_fusion.mzXML
Cefotetan_0_2_c18neg_fusion.mzXML
Cefotetan_0_2_hilicpos_fusion.mzXML
Cefotetan_24_1_c18neg_fusion.mzXML
Cefotetan_24_1_hilicpos_fusion.mzXML
Cefotetan_24_2_c18neg_fusion.mzXML
Cefotetan_24_2_hilicpos_fusion.mzXML
Cefoxitin_0_1_c18neg_fusion.mzXML
Cefoxitin_0_1_hilicpos_fusion.mzXML
Cefoxitin_0_2_c18neg_fusion.mzXML
Cefoxitin_0_2_hilicpos_fusion.mzXML
Cefoxitin_24_1_c18neg_fusion.mzXML
Cefoxitin_24_1_hilicpos_fusion.mzXML
Cefoxitin_24_2_c18neg_fusion.mzXML
Cefoxitin_24_2_hilicpos_fusion.mzXML
Cefuroxime_0_1_c18neg_fusion.mzXML
Cefuroxime_0_1_hilicpos_fusion.mzXML
Cefuroxime_0_2_c18neg_fusion.mzXML
Cefuroxime_0_2_hilicpos_fusion.mzXML
Cefuroxime_24_1_c18neg_fusion.mzXML
Cefuroxime_24_1_hilicpos_fusion.mzXML
Cefuroxime_24_2_c18neg_fusion.mzXML
Cefuroxime_24_2_hilicpos_fusion.mzXML
Cephalexin_0_1_c18neg_fusion.mzXML
Cephalexin_0_1_hilicpos_fusion.mzXML
Cephalexin_0_2_c18neg_fusion.mzXML
Cephalexin_0_2_hilicpos_fusion.mzXML
Cephalexin_24_1_c18neg_fusion.mzXML
Cephalexin_24_1_hilicpos_fusion.mzXML
Cephalexin_24_2_c18neg_fusion.mzXML
Cephalexin_24_2_hilicpos_fusion.mzXML
Chlorpyrifos_0_1_c18neg_fusion.mzXML
Chlorpyrifos_0_1_hilicpos_fusion.mzXML
Chlorpyrifos_0_2_c18neg_fusion.mzXML
Chlorpyrifos_0_2_hilicpos_fusion.mzXML
Chlorpyrifos_24_1_c18neg_fusion.mzXML
Chlorpyrifos_24_1_hilicpos_fusion.mzXML
Chlorpyrifos_24_2_c18neg_fusion.mzXML
Chlorpyrifos_24_2_hilicpos_fusion.mzXML
Cimetidine_0_1_c18neg_fusion.mzXML
Cimetidine_0_1_hilicpos_fusion.mzXML
Cimetidine_0_2_c18neg_fusion.mzXML
Cimetidine_0_2_hilicpos_fusion.mzXML
Cimetidine_24_1_c18neg_fusion.mzXML
Cimetidine_24_1_hilicpos_fusion.mzXML
Cimetidine_24_2_c18neg_fusion.mzXML
Cimetidine_24_2_hilicpos_fusion.mzXML
Cinchonidine_0_1_c18neg_fusion.mzXML
Cinchonidine_0_1_hilicpos_fusion.mzXML
Cinchonidine_0_2_c18neg_fusion.mzXML
Cinchonidine_0_2_hilicpos_fusion.mzXML
Cinchonidine_24_1_c18neg_fusion.mzXML
Cinchonidine_24_1_hilicpos_fusion.mzXML
Cinchonidine_24_2_c18neg_fusion.mzXML
Cinchonidine_24_2_hilicpos_fusion.mzXML
Cinchonine_0_1_c18neg_fusion.mzXML
Cinchonine_0_1_hilicpos_fusion.mzXML
Cinchonine_0_2_c18neg_fusion.mzXML
Cinchonine_0_2_hilicpos_fusion.mzXML
Cinchonine_24_1_c18neg_fusion.mzXML
Cinchonine_24_1_hilicpos_fusion.mzXML
Cinchonine_24_2_c18neg_fusion.mzXML
Cinchonine_24_2_hilicpos_fusion.mzXML
ClofibricAcid_0_1_c18neg_fusion.mzXML
ClofibricAcid_0_1_hilicpos_fusion.mzXML
ClofibricAcid_0_2_c18neg_fusion.mzXML
ClofibricAcid_0_2_hilicpos_fusion.mzXML
ClofibricAcid_24_1_c18neg_fusion.mzXML
ClofibricAcid_24_1_hilicpos_fusion.mzXML
ClofibricAcid_24_2_c18neg_fusion.mzXML
ClofibricAcid_24_2_hilicpos_fusion.mzXML
Crizotinib_0_1_c18neg_fusion.mzXML
Crizotinib_0_1_hilicpos_fusion.mzXML
Crizotinib_0_2_c18neg_fusion.mzXML
Crizotinib_0_2_hilicpos_fusion.mzXML
Crizotinib_24_1_c18neg_fusion.mzXML
Crizotinib_24_1_hilicpos_fusion.mzXML
Crizotinib_24_2_c18neg_fusion.mzXML
Crizotinib_24_2_hilicpos_fusion.mzXML
Cycloheximide_0_1_c18neg_fusion.mzXML
Cycloheximide_0_1_hilicpos_fusion.mzXML
Cycloheximide_0_2_c18neg_fusion.mzXML
Cycloheximide_0_2_hilicpos_fusion.mzXML
Cycloheximide_24_1_c18neg_fusion.mzXML
Cycloheximide_24_1_hilicpos_fusion.mzXML
Cycloheximide_24_2_c18neg_fusion.mzXML
Cycloheximide_24_2_hilicpos_fusion.mzXML
Cyclosporine_0_1_c18neg_fusion.mzXML
Cyclosporine_0_1_hilicpos_fusion.mzXML
Cyclosporine_0_2_c18neg_fusion.mzXML
Cyclosporine_0_2_hilicpos_fusion.mzXML
Cyclosporine_24_1_c18neg_fusion.mzXML
Cyclosporine_24_1_hilicpos_fusion.mzXML
Cyclosporine_24_2_c18neg_fusion.mzXML
Cyclosporine_24_2_hilicpos_fusion.mzXML
Di_N_butylphthalate_0_1_c18neg_fusion.mzXML
Di_N_butylphthalate_0_1_hilicpos_fusion.mzXML
Di_N_butylphthalate_0_2_c18neg_fusion.mzXML
Di_N_butylphthalate_0_2_hilicpos_fusion.mzXML
Di_N_butylphthalate_24_1_c18neg_fusion.mzXML
Di_N_butylphthalate_24_1_hilicpos_fusion.mzXML
Di_N_butylphthalate_24_2_c18neg_fusion.mzXML
Di_N_butylphthalate_24_2_hilicpos_fusion.mzXML
Diazinon_0_1_c18neg_fusion.mzXML
Diazinon_0_1_hilicpos_fusion.mzXML
Diazinon_0_2_c18neg_fusion.mzXML
Diazinon_0_2_hilicpos_fusion.mzXML
Diazinon_24_1_c18neg_fusion.mzXML
Diazinon_24_1_hilicpos_fusion.mzXML
Diazinon_24_2_c18neg_fusion.mzXML
Diazinon_24_2_hilicpos_fusion.mzXML
Disulfoton_0_1_c18neg_fusion.mzXML
Disulfoton_0_1_hilicpos_fusion.mzXML
Disulfoton_0_2_c18neg_fusion.mzXML
Disulfoton_0_2_hilicpos_fusion.mzXML
Disulfoton_24_1_c18neg_fusion.mzXML
Disulfoton_24_1_hilicpos_fusion.mzXML
Disulfoton_24_2_c18neg_fusion.mzXML
Disulfoton_24_2_hilicpos_fusion.mzXML
Econazole_0_1_c18neg_fusion.mzXML
Econazole_0_1_hilicpos_fusion.mzXML
Econazole_0_2_c18neg_fusion.mzXML
Econazole_0_2_hilicpos_fusion.mzXML
Econazole_24_1_c18neg_fusion.mzXML
Econazole_24_1_hilicpos_fusion.mzXML
Econazole_24_2_c18neg_fusion.mzXML
Econazole_24_2_hilicpos_fusion.mzXML
Enalapril_0_1_c18neg_fusion.mzXML
Enalapril_0_1_hilicpos_fusion.mzXML
Enalapril_0_2_c18neg_fusion.mzXML
Enalapril_0_2_hilicpos_fusion.mzXML
Enalapril_24_1_c18neg_fusion.mzXML
Enalapril_24_1_hilicpos_fusion.mzXML
Enalapril_24_2_c18neg_fusion.mzXML
Enalapril_24_2_hilicpos_fusion.mzXML
Erythromycin_0_1_c18neg_fusion.mzXML
Erythromycin_0_1_hilicpos_fusion.mzXML
Erythromycin_0_2_c18neg_fusion.mzXML
Erythromycin_0_2_hilicpos_fusion.mzXML
Erythromycin_24_1_c18neg_fusion.mzXML
Erythromycin_24_1_hilicpos_fusion.mzXML
Erythromycin_24_2_c18neg_fusion.mzXML
Erythromycin_24_2_hilicpos_fusion.mzXML
Esomeprazole_0_1_c18neg_fusion.mzXML
Esomeprazole_0_1_hilicpos_fusion.mzXML
Esomeprazole_0_2_c18neg_fusion.mzXML
Esomeprazole_0_2_hilicpos_fusion.mzXML
Esomeprazole_24_1_c18neg_fusion.mzXML
Esomeprazole_24_1_hilicpos_fusion.mzXML
Esomeprazole_24_2_c18neg_fusion.mzXML
Esomeprazole_24_2_hilicpos_fusion.mzXML
Estradiol_0_1_c18neg_fusion.mzXML
Estradiol_0_1_hilicpos_fusion.mzXML
Estradiol_0_2_c18neg_fusion.mzXML
Estradiol_0_2_hilicpos_fusion.mzXML
Estradiol_24_1_c18neg_fusion.mzXML
Estradiol_24_1_hilicpos_fusion.mzXML
Estradiol_24_2_c18neg_fusion.mzXML
Estradiol_24_2_hilicpos_fusion.mzXML
Fleroxacin_0_1_c18neg_fusion.mzXML
Fleroxacin_0_1_hilicpos_fusion.mzXML
Fleroxacin_0_2_c18neg_fusion.mzXML
Fleroxacin_0_2_hilicpos_fusion.mzXML
Fleroxacin_24_1_c18neg_fusion.mzXML
Fleroxacin_24_1_hilicpos_fusion.mzXML
Fleroxacin_24_2_c18neg_fusion.mzXML
Fleroxacin_24_2_hilicpos_fusion.mzXML
Flumethasone_0_1_c18neg_fusion.mzXML
Flumethasone_0_1_hilicpos_fusion.mzXML
Flumethasone_0_2_c18neg_fusion.mzXML
Flumethasone_0_2_hilicpos_fusion.mzXML
Flumethasone_24_1_c18neg_fusion.mzXML
Flumethasone_24_1_hilicpos_fusion.mzXML
Flumethasone_24_2_c18neg_fusion.mzXML
Flumethasone_24_2_hilicpos_fusion.mzXML
Flunisolide_0_1_c18neg_fusion.mzXML
Flunisolide_0_1_hilicpos_fusion.mzXML
Flunisolide_0_2_c18neg_fusion.mzXML
Flunisolide_0_2_hilicpos_fusion.mzXML
Flunisolide_24_1_c18neg_fusion.mzXML
Flunisolide_24_1_hilicpos_fusion.mzXML
Flunisolide_24_2_c18neg_fusion.mzXML
Flunisolide_24_2_hilicpos_fusion.mzXML
Fosfomycin_0_1_c18neg_fusion.mzXML
Fosfomycin_0_1_hilicpos_fusion.mzXML
Fosfomycin_0_2_c18neg_fusion.mzXML
Fosfomycin_0_2_hilicpos_fusion.mzXML
Fosfomycin_24_1_c18neg_fusion.mzXML
Fosfomycin_24_1_hilicpos_fusion.mzXML
Fosfomycin_24_2_c18neg_fusion.mzXML
Fosfomycin_24_2_hilicpos_fusion.mzXML
Galantamine_0_1_c18neg_fusion.mzXML
Galantamine_0_1_hilicpos_fusion.mzXML
Galantamine_0_2_c18neg_fusion.mzXML
Galantamine_0_2_hilicpos_fusion.mzXML
Galantamine_24_1_c18neg_fusion.mzXML
Galantamine_24_1_hilicpos_fusion.mzXML
Galantamine_24_2_c18neg_fusion.mzXML
Galantamine_24_2_hilicpos_fusion.mzXML
GallicAcid_0_1_c18neg_fusion.mzXML
GallicAcid_0_1_hilicpos_fusion.mzXML
GallicAcid_0_2_c18neg_fusion.mzXML
GallicAcid_0_2_hilicpos_fusion.mzXML
GallicAcid_24_1_c18neg_fusion.mzXML
GallicAcid_24_1_hilicpos_fusion.mzXML
GallicAcid_24_2_c18neg_fusion.mzXML
GallicAcid_24_2_hilicpos_fusion.mzXML
Hexestrol_0_1_c18neg_fusion.mzXML
Hexestrol_0_1_hilicpos_fusion.mzXML
Hexestrol_0_2_c18neg_fusion.mzXML
Hexestrol_0_2_hilicpos_fusion.mzXML
Hexestrol_24_1_c18neg_fusion.mzXML
Hexestrol_24_1_hilicpos_fusion.mzXML
Hexestrol_24_2_c18neg_fusion.mzXML
Hexestrol_24_2_hilicpos_fusion.mzXML
Hexetidine_0_1_c18neg_fusion.mzXML
Hexetidine_0_1_hilicpos_fusion.mzXML
Hexetidine_0_2_c18neg_fusion.mzXML
Hexetidine_0_2_hilicpos_fusion.mzXML
Hexetidine_24_1_c18neg_fusion.mzXML
Hexetidine_24_1_hilicpos_fusion.mzXML
Hexetidine_24_2_c18neg_fusion.mzXML
Hexetidine_24_2_hilicpos_fusion.mzXML
Ibuprofen24_c18_01_hfqe.mzXML
Ibuprofen24_c18_02_hfqe.mzXML
Ibuprofen24_hilic_01_hfqe.mzXML
Ibuprofen24_hilic_02_hfqe.mzXML
Ibuprofen_0_1_c18neg_fusion.mzXML
Ibuprofen_0_1_hilicpos_fusion.mzXML
Ibuprofen_0_2_c18neg_fusion.mzXML
Ibuprofen_0_2_hilicpos_fusion.mzXML
Ibuprofen_24_1_c18neg_fusion.mzXML
Ibuprofen_24_1_hilicpos_fusion.mzXML
Ibuprofen_24_2_c18neg_fusion.mzXML
Ibuprofen_24_2_hilicpos_fusion.mzXML
Isotretinon_0_1_c18neg_fusion.mzXML
Isotretinon_0_1_hilicpos_fusion.mzXML
Isotretinon_0_2_c18neg_fusion.mzXML
Isotretinon_0_2_hilicpos_fusion.mzXML
Isotretinon_24_1_c18neg_fusion.mzXML
Isotretinon_24_1_hilicpos_fusion.mzXML
Isotretinon_24_2_c18neg_fusion.mzXML
Isotretinon_24_2_hilicpos_fusion.mzXML
Ketoprofen_0_1_c18neg_fusion.mzXML
Ketoprofen_0_1_hilicpos_fusion.mzXML
Ketoprofen_0_2_c18neg_fusion.mzXML
Ketoprofen_0_2_hilicpos_fusion.mzXML
Ketoprofen_24_1_c18neg_fusion.mzXML
Ketoprofen_24_1_hilicpos_fusion.mzXML
Ketoprofen_24_2_c18neg_fusion.mzXML
Ketoprofen_24_2_hilicpos_fusion.mzXML
KojicAcid_0_1_c18neg_fusion.mzXML
KojicAcid_0_1_hilicpos_fusion.mzXML
KojicAcid_0_2_c18neg_fusion.mzXML
KojicAcid_0_2_hilicpos_fusion.mzXML
KojicAcid_24_1_c18neg_fusion.mzXML
KojicAcid_24_1_hilicpos_fusion.mzXML
KojicAcid_24_2_c18neg_fusion.mzXML
KojicAcid_24_2_hilicpos_fusion.mzXML
Lamotrigine_0_1_c18neg_fusion.mzXML
Lamotrigine_0_1_hilicpos_fusion.mzXML
Lamotrigine_0_2_c18neg_fusion.mzXML
Lamotrigine_0_2_hilicpos_fusion.mzXML
Lamotrigine_24_1_c18neg_fusion.mzXML
Lamotrigine_24_1_hilicpos_fusion.mzXML
Lamotrigine_24_2_c18neg_fusion.mzXML
Lamotrigine_24_2_hilicpos_fusion.mzXML
Levetiracetam_0_1_c18neg_fusion.mzXML
Levetiracetam_0_1_hilicpos_fusion.mzXML
Levetiracetam_0_2_c18neg_fusion.mzXML
Levetiracetam_0_2_hilicpos_fusion.mzXML
Levetiracetam_24_1_c18neg_fusion.mzXML
Levetiracetam_24_1_hilicpos_fusion.mzXML
Levetiracetam_24_2_c18neg_fusion.mzXML
Levetiracetam_24_2_hilicpos_fusion.mzXML
Lisinopril_0_1_c18neg_fusion.mzXML
Lisinopril_0_1_hilicpos_fusion.mzXML
Lisinopril_0_2_c18neg_fusion.mzXML
Lisinopril_0_2_hilicpos_fusion.mzXML
Lisinopril_24_1_c18neg_fusion.mzXML
Lisinopril_24_1_hilicpos_fusion.mzXML
Lisinopril_24_2_c18neg_fusion.mzXML
Lisinopril_24_2_hilicpos_fusion.mzXML
Lovastatin24_c18_01_hfqe.mzXML
Lovastatin24_c18_02_hfqe.mzXML
Lovastatin24_hilic_01_hfqe.mzXML
Lovastatin24_hilic_02_hfqe.mzXML
Lovastatin_0_1_c18neg_fusion.mzXML
Lovastatin_0_1_hilicpos_fusion.mzXML
Lovastatin_0_2_c18neg_fusion.mzXML
Lovastatin_0_2_hilicpos_fusion.mzXML
Lovastatin_24_1_c18neg_fusion.mzXML
Lovastatin_24_1_hilicpos_fusion.mzXML
Lovastatin_24_2_c18neg_fusion.mzXML
Lovastatin_24_2_hilicpos_fusion.mzXML
Menadione_0_1_c18neg_fusion.mzXML
Menadione_0_1_hilicpos_fusion.mzXML
Menadione_0_2_c18neg_fusion.mzXML
Menadione_0_2_hilicpos_fusion.mzXML
Menadione_24_1_c18neg_fusion.mzXML
Menadione_24_1_hilicpos_fusion.mzXML
Menadione_24_2_c18neg_fusion.mzXML
Menadione_24_2_hilicpos_fusion.mzXML
Mephenesin_0_1_c18neg_fusion.mzXML
Mephenesin_0_1_hilicpos_fusion.mzXML
Mephenesin_0_2_c18neg_fusion.mzXML
Mephenesin_0_2_hilicpos_fusion.mzXML
Mephenesin_24_1_c18neg_fusion.mzXML
Mephenesin_24_1_hilicpos_fusion.mzXML
Mephenesin_24_2_c18neg_fusion.mzXML
Mephenesin_24_2_hilicpos_fusion.mzXML
Mephenytoin_0_1_c18neg_fusion.mzXML
Mephenytoin_0_1_hilicpos_fusion.mzXML
Mephenytoin_0_2_c18neg_fusion.mzXML
Mephenytoin_0_2_hilicpos_fusion.mzXML
Mephenytoin_24_1_c18neg_fusion.mzXML
Mephenytoin_24_1_hilicpos_fusion.mzXML
Mephenytoin_24_2_c18neg_fusion.mzXML
Mephenytoin_24_2_hilicpos_fusion.mzXML
Mesna_0_1_c18neg_fusion.mzXML
Mesna_0_1_hilicpos_fusion.mzXML
Mesna_0_2_c18neg_fusion.mzXML
Mesna_0_2_hilicpos_fusion.mzXML
Mesna_24_1_c18neg_fusion.mzXML
Mesna_24_1_hilicpos_fusion.mzXML
Mesna_24_2_c18neg_fusion.mzXML
Mesna_24_2_hilicpos_fusion.mzXML
Methimazole_0_1_c18neg_fusion.mzXML
Methimazole_0_1_hilicpos_fusion.mzXML
Methimazole_0_2_c18neg_fusion.mzXML
Methimazole_0_2_hilicpos_fusion.mzXML
Methimazole_24_1_c18neg_fusion.mzXML
Methimazole_24_1_hilicpos_fusion.mzXML
Methimazole_24_2_c18neg_fusion.mzXML
Methimazole_24_2_hilicpos_fusion.mzXML
Metoprolol_0_1_c18neg_fusion.mzXML
Metoprolol_0_1_hilicpos_fusion.mzXML
Metoprolol_0_2_c18neg_fusion.mzXML
Metoprolol_0_2_hilicpos_fusion.mzXML
Metoprolol_24_1_c18neg_fusion.mzXML
Metoprolol_24_1_hilicpos_fusion.mzXML
Metoprolol_24_2_c18neg_fusion.mzXML
Metoprolol_24_2_hilicpos_fusion.mzXML
Naphthalene0_c18_01_hfqe.mzXML
Naphthalene0_c18_02_hfqe.mzXML
Naphthalene0_hilic_01_hfqe.mzXML
Naphthalene0_hilic_02_hfqe.mzXML
Naphthalene24_c18_01_hfqe.mzXML
Naphthalene24_c18_02_hfqe.mzXML
Naphthalene24_hilic_01_hfqe.mzXML
Naphthalene24_hilic_02_hfqe.mzXML
Nefopam_0_1_c18neg_fusion.mzXML
Nefopam_0_1_hilicpos_fusion.mzXML
Nefopam_0_2_c18neg_fusion.mzXML
Nefopam_0_2_hilicpos_fusion.mzXML
Nefopam_24_1_c18neg_fusion.mzXML
Nefopam_24_1_hilicpos_fusion.mzXML
Nefopam_24_2_c18neg_fusion.mzXML
Nefopam_24_2_hilicpos_fusion.mzXML
Nicardipine_0_1_c18neg_fusion.mzXML
Nicardipine_0_1_hilicpos_fusion.mzXML
Nicardipine_0_2_c18neg_fusion.mzXML
Nicardipine_0_2_hilicpos_fusion.mzXML
Nicardipine_24_1_c18neg_fusion.mzXML
Nicardipine_24_1_hilicpos_fusion.mzXML
Nicardipine_24_2_c18neg_fusion.mzXML
Nicardipine_24_2_hilicpos_fusion.mzXML
Nicergoline_0_1_c18neg_fusion.mzXML
Nicergoline_0_1_hilicpos_fusion.mzXML
Nicergoline_0_2_c18neg_fusion.mzXML
Nicergoline_0_2_hilicpos_fusion.mzXML
Nicergoline_24_1_c18neg_fusion.mzXML
Nicergoline_24_1_hilicpos_fusion.mzXML
Nicergoline_24_2_c18neg_fusion.mzXML
Nicergoline_24_2_hilicpos_fusion.mzXML
Nicotine0_c18_01_hfqe.mzXML
Nicotine0_c18_02_hfqe.mzXML
Nicotine0_hilic_01_hfqe.mzXML
Nicotine0_hilic_02_hfqe.mzXML
Nicotine24_c18_01_hfqe.mzXML
Nicotine24_c18_02_hfqe.mzXML
Nicotine24_hilic_01_hfqe.mzXML
Nicotine24_hilic_02_hfqe.mzXML
Octodrine_0_1_c18neg_fusion.mzXML
Octodrine_0_1_hilicpos_fusion.mzXML
Octodrine_0_2_c18neg_fusion.mzXML
Octodrine_0_2_hilicpos_fusion.mzXML
Octodrine_24_1_c18neg_fusion.mzXML
Octodrine_24_1_hilicpos_fusion.mzXML
Octodrine_24_2_c18neg_fusion.mzXML
Octodrine_24_2_hilicpos_fusion.mzXML
Omeprazole24_c18_01_hfqe.mzXML
Omeprazole24_c18_02_hfqe.mzXML
Omeprazole24_hilic_01_hfqe.mzXML
Omeprazole24_hilic_02_hfqe.mzXML
Omeprazole_0_1_c18neg_fusion.mzXML
Omeprazole_0_1_hilicpos_fusion.mzXML
Omeprazole_0_2_c18neg_fusion.mzXML
Omeprazole_0_2_hilicpos_fusion.mzXML
Omeprazole_24_1_c18neg_fusion.mzXML
Omeprazole_24_1_hilicpos_fusion.mzXML
Omeprazole_24_2_c18neg_fusion.mzXML
Omeprazole_24_2_hilicpos_fusion.mzXML
Oxyclozanide_0_1_c18neg_fusion.mzXML
Oxyclozanide_0_1_hilicpos_fusion.mzXML
Oxyclozanide_0_2_c18neg_fusion.mzXML
Oxyclozanide_0_2_hilicpos_fusion.mzXML
Oxyclozanide_24_1_c18neg_fusion.mzXML
Oxyclozanide_24_1_hilicpos_fusion.mzXML
Oxyclozanide_24_2_c18neg_fusion.mzXML
Oxyclozanide_24_2_hilicpos_fusion.mzXML
Pentachlorophenol_0_1_c18neg_fusion.mzXML
Pentachlorophenol_0_1_hilicpos_fusion.mzXML
Pentachlorophenol_0_2_c18neg_fusion.mzXML
Pentachlorophenol_0_2_hilicpos_fusion.mzXML
Pentachlorophenol_24_1_c18neg_fusion.mzXML
Pentachlorophenol_24_1_hilicpos_fusion.mzXML
Pentachlorophenol_24_2_c18neg_fusion.mzXML
Pentachlorophenol_24_2_hilicpos_fusion.mzXML
Phthalylsulfathiazole_0_1_c18neg_fusion.mzXML
Phthalylsulfathiazole_0_1_hilicpos_fusion.mzXML
Phthalylsulfathiazole_0_2_c18neg_fusion.mzXML
Phthalylsulfathiazole_0_2_hilicpos_fusion.mzXML
Phthalylsulfathiazole_24_1_c18neg_fusion.mzXML
Phthalylsulfathiazole_24_1_hilicpos_fusion.mzXML
Phthalylsulfathiazole_24_2_c18neg_fusion.mzXML
Phthalylsulfathiazole_24_2_hilicpos_fusion.mzXML
Pimozide_0_1_c18neg_fusion.mzXML
Pimozide_0_1_hilicpos_fusion.mzXML
Pimozide_0_2_c18neg_fusion.mzXML
Pimozide_0_2_hilicpos_fusion.mzXML
Pimozide_24_1_c18neg_fusion.mzXML
Pimozide_24_1_hilicpos_fusion.mzXML
Pimozide_24_2_c18neg_fusion.mzXML
Pimozide_24_2_hilicpos_fusion.mzXML
Pioglitazone_0_1_c18neg_fusion.mzXML
Pioglitazone_0_1_hilicpos_fusion.mzXML
Pioglitazone_0_2_c18neg_fusion.mzXML
Pioglitazone_0_2_hilicpos_fusion.mzXML
Pioglitazone_24_1_c18neg_fusion.mzXML
Pioglitazone_24_1_hilicpos_fusion.mzXML
Pioglitazone_24_2_c18neg_fusion.mzXML
Pioglitazone_24_2_hilicpos_fusion.mzXML
PipemidicAcid_0_1_c18neg_fusion.mzXML
PipemidicAcid_0_1_hilicpos_fusion.mzXML
PipemidicAcid_0_2_c18neg_fusion.mzXML
PipemidicAcid_0_2_hilicpos_fusion.mzXML
PipemidicAcid_24_1_c18neg_fusion.mzXML
PipemidicAcid_24_1_hilicpos_fusion.mzXML
PipemidicAcid_24_2_c18neg_fusion.mzXML
PipemidicAcid_24_2_hilicpos_fusion.mzXML
Piperidolate_0_1_c18neg_fusion.mzXML
Piperidolate_0_1_hilicpos_fusion.mzXML
Piperidolate_0_2_c18neg_fusion.mzXML
Piperidolate_0_2_hilicpos_fusion.mzXML
Piperidolate_24_1_c18neg_fusion.mzXML
Piperidolate_24_1_hilicpos_fusion.mzXML
Piperidolate_24_2_c18neg_fusion.mzXML
Piperidolate_24_2_hilicpos_fusion.mzXML
Piperine0_c18_01_hfqe.mzXML
Piperine0_c18_02_hfqe.mzXML
Piperine0_hilic_01_hfqe.mzXML
Piperine0_hilic_02_hfqe.mzXML
Piperine24_c18_01_hfqe.mzXML
Piperine24_c18_02_hfqe.mzXML
Piperine24_hilic_01_hfqe.mzXML
Piperine24_hilic_02_hfqe.mzXML
Piracetam_0_1_c18neg_fusion.mzXML
Piracetam_0_1_hilicpos_fusion.mzXML
Piracetam_0_2_c18neg_fusion.mzXML
Piracetam_0_2_hilicpos_fusion.mzXML
Piracetam_24_1_c18neg_fusion.mzXML
Piracetam_24_1_hilicpos_fusion.mzXML
Piracetam_24_2_c18neg_fusion.mzXML
Piracetam_24_2_hilicpos_fusion.mzXML
Pirenzepine_0_1_c18neg_fusion.mzXML
Pirenzepine_0_1_hilicpos_fusion.mzXML
Pirenzepine_0_2_c18neg_fusion.mzXML
Pirenzepine_0_2_hilicpos_fusion.mzXML
Pirenzepine_24_1_c18neg_fusion.mzXML
Pirenzepine_24_1_hilicpos_fusion.mzXML
Pirenzepine_24_2_c18neg_fusion.mzXML
Pirenzepine_24_2_hilicpos_fusion.mzXML
Pramoxine_0_1_c18neg_fusion.mzXML
Pramoxine_0_1_hilicpos_fusion.mzXML
Pramoxine_0_2_c18neg_fusion.mzXML
Pramoxine_0_2_hilicpos_fusion.mzXML
Pramoxine_24_1_c18neg_fusion.mzXML
Pramoxine_24_1_hilicpos_fusion.mzXML
Pramoxine_24_2_c18neg_fusion.mzXML
Pramoxine_24_2_hilicpos_fusion.mzXML
Proadifen_0_1_c18neg_fusion.mzXML
Proadifen_0_1_hilicpos_fusion.mzXML
Proadifen_0_2_c18neg_fusion.mzXML
Proadifen_0_2_hilicpos_fusion.mzXML
Proadifen_24_1_c18neg_fusion.mzXML
Proadifen_24_1_hilicpos_fusion.mzXML
Proadifen_24_2_c18neg_fusion.mzXML
Proadifen_24_2_hilicpos_fusion.mzXML
Ranitidine_0_1_c18neg_fusion.mzXML
Ranitidine_0_1_hilicpos_fusion.mzXML
Ranitidine_0_2_c18neg_fusion.mzXML
Ranitidine_0_2_hilicpos_fusion.mzXML
Ranitidine_24_1_c18neg_fusion.mzXML
Ranitidine_24_1_hilicpos_fusion.mzXML
Ranitidine_24_2_c18neg_fusion.mzXML
Ranitidine_24_2_hilicpos_fusion.mzXML
Ritodrine_0_1_c18neg_fusion.mzXML
Ritodrine_0_1_hilicpos_fusion.mzXML
Ritodrine_0_2_c18neg_fusion.mzXML
Ritodrine_0_2_hilicpos_fusion.mzXML
Ritodrine_24_1_c18neg_fusion.mzXML
Ritodrine_24_1_hilicpos_fusion.mzXML
Ritodrine_24_2_c18neg_fusion.mzXML
Ritodrine_24_2_hilicpos_fusion.mzXML
Ronidazole_0_1_c18neg_fusion.mzXML
Ronidazole_0_1_hilicpos_fusion.mzXML
Ronidazole_0_2_c18neg_fusion.mzXML
Ronidazole_0_2_hilicpos_fusion.mzXML
Ronidazole_24_1_c18neg_fusion.mzXML
Ronidazole_24_1_hilicpos_fusion.mzXML
Ronidazole_24_2_c18neg_fusion.mzXML
Ronidazole_24_2_hilicpos_fusion.mzXML
Rosiglitazone_0_1_c18neg_fusion.mzXML
Rosiglitazone_0_1_hilicpos_fusion.mzXML
Rosiglitazone_0_2_c18neg_fusion.mzXML
Rosiglitazone_0_2_hilicpos_fusion.mzXML
Rosiglitazone_24_1_c18neg_fusion.mzXML
Rosiglitazone_24_1_hilicpos_fusion.mzXML
Rosiglitazone_24_2_c18neg_fusion.mzXML
Rosiglitazone_24_2_hilicpos_fusion.mzXML
Rutin_0_1_c18neg_fusion.mzXML
Rutin_0_1_hilicpos_fusion.mzXML
Rutin_0_2_c18neg_fusion.mzXML
Rutin_0_2_hilicpos_fusion.mzXML
Rutin_24_1_c18neg_fusion.mzXML
Rutin_24_1_hilicpos_fusion.mzXML
Rutin_24_2_c18neg_fusion.mzXML
Rutin_24_2_hilicpos_fusion.mzXML
Saccharin_0_1_c18neg_fusion.mzXML
Saccharin_0_1_hilicpos_fusion.mzXML
Saccharin_0_2_c18neg_fusion.mzXML
Saccharin_0_2_hilicpos_fusion.mzXML
Saccharin_24_1_c18neg_fusion.mzXML
Saccharin_24_1_hilicpos_fusion.mzXML
Saccharin_24_2_c18neg_fusion.mzXML
Saccharin_24_2_hilicpos_fusion.mzXML
Salicin_0_1_c18neg_fusion.mzXML
Salicin_0_1_hilicpos_fusion.mzXML
Salicin_0_2_c18neg_fusion.mzXML
Salicin_0_2_hilicpos_fusion.mzXML
Salicin_24_1_c18neg_fusion.mzXML
Salicin_24_1_hilicpos_fusion.mzXML
Salicin_24_2_c18neg_fusion.mzXML
Salicin_24_2_hilicpos_fusion.mzXML
Spiperone_0_1_c18neg_fusion.mzXML
Spiperone_0_1_hilicpos_fusion.mzXML
Spiperone_0_2_c18neg_fusion.mzXML
Spiperone_0_2_hilicpos_fusion.mzXML
Spiperone_24_1_c18neg_fusion.mzXML
Spiperone_24_1_hilicpos_fusion.mzXML
Spiperone_24_2_c18neg_fusion.mzXML
Spiperone_24_2_hilicpos_fusion.mzXML
Succinylsulfathiazole_0_1_c18neg_fusion.mzXML
Succinylsulfathiazole_0_1_hilicpos_fusion.mzXML
Succinylsulfathiazole_0_2_c18neg_fusion.mzXML
Succinylsulfathiazole_0_2_hilicpos_fusion.mzXML
Succinylsulfathiazole_24_1_c18neg_fusion.mzXML
Succinylsulfathiazole_24_1_hilicpos_fusion.mzXML
Succinylsulfathiazole_24_2_c18neg_fusion.mzXML
Succinylsulfathiazole_24_2_hilicpos_fusion.mzXML
Sulconazole_0_1_c18neg_fusion.mzXML
Sulconazole_0_1_hilicpos_fusion.mzXML
Sulconazole_0_2_c18neg_fusion.mzXML
Sulconazole_0_2_hilicpos_fusion.mzXML
Sulconazole_24_1_c18neg_fusion.mzXML
Sulconazole_24_1_hilicpos_fusion.mzXML
Sulconazole_24_2_c18neg_fusion.mzXML
Sulconazole_24_2_hilicpos_fusion.mzXML
Sulfacarbamide_0_1_c18neg_fusion.mzXML
Sulfacarbamide_0_1_hilicpos_fusion.mzXML
Sulfacarbamide_0_2_c18neg_fusion.mzXML
Sulfacarbamide_0_2_hilicpos_fusion.mzXML
Sulfacarbamide_24_1_c18neg_fusion.mzXML
Sulfacarbamide_24_1_hilicpos_fusion.mzXML
Sulfacarbamide_24_2_c18neg_fusion.mzXML
Sulfacarbamide_24_2_hilicpos_fusion.mzXML
Sulfachlorpyridazine_0_1_c18neg_fusion.mzXML
Sulfachlorpyridazine_0_1_hilicpos_fusion.mzXML
Sulfachlorpyridazine_0_2_c18neg_fusion.mzXML
Sulfachlorpyridazine_0_2_hilicpos_fusion.mzXML
Sulfachlorpyridazine_24_1_c18neg_fusion.mzXML
Sulfachlorpyridazine_24_1_hilicpos_fusion.mzXML
Sulfachlorpyridazine_24_2_c18neg_fusion.mzXML
Sulfachlorpyridazine_24_2_hilicpos_fusion.mzXML
Sulfadimethoxine_0_1_c18neg_fusion.mzXML
Sulfadimethoxine_0_1_hilicpos_fusion.mzXML
Sulfadimethoxine_0_2_c18neg_fusion.mzXML
Sulfadimethoxine_0_2_hilicpos_fusion.mzXML
Sulfadimethoxine_24_1_c18neg_fusion.mzXML
Sulfadimethoxine_24_1_hilicpos_fusion.mzXML
Sulfadimethoxine_24_2_c18neg_fusion.mzXML
Sulfadimethoxine_24_2_hilicpos_fusion.mzXML
Sulfaguanidine_0_1_c18neg_fusion.mzXML
Sulfaguanidine_0_1_hilicpos_fusion.mzXML
Sulfaguanidine_0_2_c18neg_fusion.mzXML
Sulfaguanidine_0_2_hilicpos_fusion.mzXML
Sulfaguanidine_24_1_c18neg_fusion.mzXML
Sulfaguanidine_24_1_hilicpos_fusion.mzXML
Sulfaguanidine_24_2_c18neg_fusion.mzXML
Sulfaguanidine_24_2_hilicpos_fusion.mzXML
Sulfameter_0_1_c18neg_fusion.mzXML
Sulfameter_0_1_hilicpos_fusion.mzXML
Sulfameter_0_2_c18neg_fusion.mzXML
Sulfameter_0_2_hilicpos_fusion.mzXML
Sulfameter_24_1_c18neg_fusion.mzXML
Sulfameter_24_1_hilicpos_fusion.mzXML
Sulfameter_24_2_c18neg_fusion.mzXML
Sulfameter_24_2_hilicpos_fusion.mzXML
Sulfamethoxypyridazine_0_1_c18neg_fusion.mzXML
Sulfamethoxypyridazine_0_1_hilicpos_fusion.mzXML
Sulfamethoxypyridazine_0_2_c18neg_fusion.mzXML
Sulfamethoxypyridazine_0_2_hilicpos_fusion.mzXML
Sulfamethoxypyridazine_24_1_c18neg_fusion.mzXML
Sulfamethoxypyridazine_24_1_hilicpos_fusion.mzXML
Sulfamethoxypyridazine_24_2_c18neg_fusion.mzXML
Sulfamethoxypyridazine_24_2_hilicpos_fusion.mzXML
Sulfamonomethoxine_0_1_c18neg_fusion.mzXML
Sulfamonomethoxine_0_1_hilicpos_fusion.mzXML
Sulfamonomethoxine_0_2_c18neg_fusion.mzXML
Sulfamonomethoxine_0_2_hilicpos_fusion.mzXML
Sulfamonomethoxine_24_1_c18neg_fusion.mzXML
Sulfamonomethoxine_24_1_hilicpos_fusion.mzXML
Sulfamonomethoxine_24_2_c18neg_fusion.mzXML
Sulfamonomethoxine_24_2_hilicpos_fusion.mzXML
Sulfaphenazole_0_1_c18neg_fusion.mzXML
Sulfaphenazole_0_1_hilicpos_fusion.mzXML
Sulfaphenazole_0_2_c18neg_fusion.mzXML
Sulfaphenazole_0_2_hilicpos_fusion.mzXML
Sulfaphenazole_24_1_c18neg_fusion.mzXML
Sulfaphenazole_24_1_hilicpos_fusion.mzXML
Sulfaphenazole_24_2_c18neg_fusion.mzXML
Sulfaphenazole_24_2_hilicpos_fusion.mzXML
Sulfaquinoxaline_0_1_c18neg_fusion.mzXML
Sulfaquinoxaline_0_1_hilicpos_fusion.mzXML
Sulfaquinoxaline_0_2_c18neg_fusion.mzXML
Sulfaquinoxaline_0_2_hilicpos_fusion.mzXML
Sulfaquinoxaline_24_1_c18neg_fusion.mzXML
Sulfaquinoxaline_24_1_hilicpos_fusion.mzXML
Sulfaquinoxaline_24_2_c18neg_fusion.mzXML
Sulfaquinoxaline_24_2_hilicpos_fusion.mzXML
Suloctidil_0_1_c18neg_fusion.mzXML
Suloctidil_0_1_hilicpos_fusion.mzXML
Suloctidil_0_2_c18neg_fusion.mzXML
Suloctidil_0_2_hilicpos_fusion.mzXML
Suloctidil_24_1_c18neg_fusion.mzXML
Suloctidil_24_1_hilicpos_fusion.mzXML
Suloctidil_24_2_c18neg_fusion.mzXML
Suloctidil_24_2_hilicpos_fusion.mzXML
Suramin_0_1_c18neg_fusion.mzXML
Suramin_0_1_hilicpos_fusion.mzXML
Suramin_0_2_c18neg_fusion.mzXML
Suramin_0_2_hilicpos_fusion.mzXML
Suramin_24_1_c18neg_fusion.mzXML
Suramin_24_1_hilicpos_fusion.mzXML
Suramin_24_2_c18neg_fusion.mzXML
Suramin_24_2_hilicpos_fusion.mzXML
Terfenadine_0_1_c18neg_fusion.mzXML
Terfenadine_0_1_hilicpos_fusion.mzXML
Terfenadine_0_2_c18neg_fusion.mzXML
Terfenadine_0_2_hilicpos_fusion.mzXML
Terfenadine_24_1_c18neg_fusion.mzXML
Terfenadine_24_1_hilicpos_fusion.mzXML
Terfenadine_24_2_c18neg_fusion.mzXML
Terfenadine_24_2_hilicpos_fusion.mzXML
Tinidazole_0_1_c18neg_fusion.mzXML
Tinidazole_0_1_hilicpos_fusion.mzXML
Tinidazole_0_2_c18neg_fusion.mzXML
Tinidazole_0_2_hilicpos_fusion.mzXML
Tinidazole_24_1_c18neg_fusion.mzXML
Tinidazole_24_1_hilicpos_fusion.mzXML
Tinidazole_24_2_c18neg_fusion.mzXML
Tinidazole_24_2_hilicpos_fusion.mzXML
Tolazamide_0_1_c18neg_fusion.mzXML
Tolazamide_0_1_hilicpos_fusion.mzXML
Tolazamide_0_2_c18neg_fusion.mzXML
Tolazamide_0_2_hilicpos_fusion.mzXML
Tolazamide_24_1_c18neg_fusion.mzXML
Tolazamide_24_1_hilicpos_fusion.mzXML
Tolazamide_24_2_c18neg_fusion.mzXML
Tolazamide_24_2_hilicpos_fusion.mzXML
Vandetanib_0_1_c18neg_fusion.mzXML
Vandetanib_0_1_hilicpos_fusion.mzXML
Vandetanib_0_2_c18neg_fusion.mzXML
Vandetanib_0_2_hilicpos_fusion.mzXML
Vandetanib_24_1_c18neg_fusion.mzXML
Vandetanib_24_1_hilicpos_fusion.mzXML
Vandetanib_24_2_c18neg_fusion.mzXML
Vandetanib_24_2_hilicpos_fusion.mzXML
Warfarin_0_1_c18neg_fusion.mzXML
Warfarin_0_1_hilicpos_fusion.mzXML
Warfarin_0_2_c18neg_fusion.mzXML
Warfarin_0_2_hilicpos_fusion.mzXML
Warfarin_24_1_c18neg_fusion.mzXML
Warfarin_24_1_hilicpos_fusion.mzXML
Warfarin_24_2_c18neg_fusion.mzXML
Warfarin_24_2_hilicpos_fusion.mzXML
Xylazine_0_1_c18neg_fusion.mzXML
Xylazine_0_1_hilicpos_fusion.mzXML
Xylazine_0_2_c18neg_fusion.mzXML
Xylazine_0_2_hilicpos_fusion.mzXML
Xylazine_24_1_c18neg_fusion.mzXML
Xylazine_24_1_hilicpos_fusion.mzXML
Xylazine_24_2_c18neg_fusion.mzXML
Xylazine_24_2_hilicpos_fusion.mzXML
Zidovudine_Azt__0_1_c18neg_fusion.mzXML
Zidovudine_Azt__0_1_hilicpos_fusion.mzXML
Zidovudine_Azt__0_2_c18neg_fusion.mzXML
Zidovudine_Azt__0_2_hilicpos_fusion.mzXML
Zidovudine_Azt__24_1_c18neg_fusion.mzXML
Zidovudine_Azt__24_1_hilicpos_fusion.mzXML
Zidovudine_Azt__24_2_c18neg_fusion.mzXML
Zidovudine_Azt__24_2_hilicpos_fusion.mzXML
acetaminophen_0_c18_001_fusion.mzXML
acetaminophen_0_c18_002_fusion.mzXML
acetaminophen_0_hilic_001_fusion.mzXML
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acetaminophen_24h_c18_001_fusion.mzXML
acetaminophen_24h_c18_002_fusion.mzXML
acetaminophen_24h_hilic_001_fusion.mzXML
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acetaminophen_2h_hilic_001_fusion.mzXML
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acetaminophen_6h_hilic_001_fusion.mzXML
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acrolein_0_1_c18neg_fusion.mzXML
acrolein_0_1_hilicpos_fusion.mzXML
acrolein_0_2_c18neg_fusion.mzXML
acrolein_0_2_hilicpos_fusion.mzXML
acrolein_24_1_c18neg_fusion.mzXML
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acrolein_24_2_hilicpos_fusion.mzXML
azinphosmethyl_0_1_c18neg_fusion.mzXML
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azinphosmethyl_0_2_c18neg_fusion.mzXML
azinphosmethyl_0_2_hilicpos_fusion.mzXML
azinphosmethyl_24_1_c18neg_fusion.mzXML
azinphosmethyl_24_1_hilicpos_fusion.mzXML
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benzoapyrene_0_hilic_001_fusion.mzXML
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benzoapyrene_24h_c18_001_fusion.mzXML
benzoapyrene_24h_c18_002_fusion.mzXML
benzoapyrene_24h_hilic_001_fusion.mzXML
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benzoapyrene_2h_c18_001_fusion.mzXML
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benzoapyrene_2h_hilic_001_fusion.mzXML
benzoapyrene_2h_hilic_002_fusion.mzXML
benzoapyrene_6h_c18_001_fusion.mzXML
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benzoapyrene_6h_hilic_001_fusion.mzXML
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bnapthoflavone_0_c18_001_fusion.mzXML
bnapthoflavone_0_c18_002_fusion.mzXML
bnapthoflavone_0_hilic_001_fusion.mzXML
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bnapthoflavone_24h_c18_001_fusion.mzXML
bnapthoflavone_24h_c18_002_fusion.mzXML
bnapthoflavone_24h_hilic_001_fusion.mzXML
bnapthoflavone_24h_hilic_002_fusion.mzXML
bnapthoflavone_2h_c18_001_fusion.mzXML
bnapthoflavone_2h_c18_002_fusion.mzXML
bnapthoflavone_2h_hilic_001_fusion.mzXML
bnapthoflavone_2h_hilic_002_fusion.mzXML
bnapthoflavone_6h_c18_001_fusion.mzXML
bnapthoflavone_6h_c18_002_fusion.mzXML
bnapthoflavone_6h_hilic_001_fusion.mzXML
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bupropion_0_c18_001_fusion.mzXML
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bupropion_0_hilic_001_fusion.mzXML
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bupropion_2h_c18_001_fusion.mzXML
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bupropion_2h_hilic_001_fusion.mzXML
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bupropion_6h_c18_001_fusion.mzXML
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bupropion_6h_hilic_001_fusion.mzXML
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caffeine_0_c18_001_fusion.mzXML
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caffeine_0_hilic_001_fusion.mzXML
caffeine_0_hilic_002_fusion.mzXML
caffeine_24h_c18_001_fusion.mzXML
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caffeine_24h_hilic_001_fusion.mzXML
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caffeine_2h_c18_001_fusion.mzXML
caffeine_2h_c18_002_fusion.mzXML
caffeine_2h_hilic_001_fusion.mzXML
caffeine_2h_hilic_002_fusion.mzXML
caffeine_6h_c18_001_fusion.mzXML
caffeine_6h_c18_002_fusion.mzXML
caffeine_6h_hilic_001_fusion.mzXML
caffeine_6h_hilic_002_fusion.mzXML
chlorzoxazone_0_c18_001_fusion.mzXML
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chlorzoxazone_0_hilic_001_fusion.mzXML
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chlorzoxazone_24h_c18_001_fusion.mzXML
chlorzoxazone_24h_c18_002_fusion.mzXML
chlorzoxazone_24h_hilic_001_fusion.mzXML
chlorzoxazone_24h_hilic_002_fusion.mzXML
chlorzoxazone_2h_c18_001_fusion.mzXML
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chlorzoxazone_2h_hilic_001_fusion.mzXML
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chlorzoxazone_6h_c18_001_fusion.mzXML
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chlorzoxazone_6h_hilic_001_fusion.mzXML
chlorzoxazone_6h_hilic_002_fusion.mzXML
curcumin0_c18_01_hfqe.mzXML
curcumin0_c18_02_hfqe.mzXML
curcumin0_hilic_01_hfqe.mzXML
curcumin0_hilic_02_hfqe.mzXML
curcumin24_c18_01_hfqe.mzXML
curcumin24_c18_02_hfqe.mzXML
curcumin24_hilic_01_hfqe.mzXML
curcumin24_hilic_02_hfqe.mzXML
dichlorvos_0_1_c18neg_fusion.mzXML
dichlorvos_0_1_hilicpos_fusion.mzXML
dichlorvos_0_2_c18neg_fusion.mzXML
dichlorvos_0_2_hilicpos_fusion.mzXML
dichlorvos_24_1_c18neg_fusion.mzXML
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endrinaldehyde_0_1_c18neg_fusion.mzXML
endrinaldehyde_0_1_hilicpos_fusion.mzXML
endrinaldehyde_0_2_c18neg_fusion.mzXML
endrinaldehyde_0_2_hilicpos_fusion.mzXML
endrinaldehyde_24_1_c18neg_fusion.mzXML
endrinaldehyde_24_1_hilicpos_fusion.mzXML
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endrinaldehyde_24_2_hilicpos_fusion.mzXML
endrinketone_0_1_c18neg_fusion.mzXML
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endrinketone_0_2_hilicpos_fusion.mzXML
endrinketone_24_1_c18neg_fusion.mzXML
endrinketone_24_1_hilicpos_fusion.mzXML
endrinketone_24_2_c18neg_fusion.mzXML
endrinketone_24_2_hilicpos_fusion.mzXML
ethion_0_1_c18neg_fusion.mzXML
ethion_0_1_hilicpos_fusion.mzXML
ethion_0_2_c18neg_fusion.mzXML
ethion_0_2_hilicpos_fusion.mzXML
ethion_24_1_c18neg_fusion.mzXML
ethion_24_1_hilicpos_fusion.mzXML
ethion_24_2_c18neg_fusion.mzXML
ethion_24_2_hilicpos_fusion.mzXML
n_nitrosodi_n_propylamine_0_1_c18neg_fusion.mzXML
n_nitrosodi_n_propylamine_0_1_hilicpos_fusion.mzXML
n_nitrosodi_n_propylamine_0_2_c18neg_fusion.mzXML
n_nitrosodi_n_propylamine_0_2_hilicpos_fusion.mzXML
n_nitrosodi_n_propylamine_24_1_c18neg_fusion.mzXML
n_nitrosodi_n_propylamine_24_1_hilicpos_fusion.mzXML
n_nitrosodi_n_propylamine_24_2_c18neg_fusion.mzXML
n_nitrosodi_n_propylamine_24_2_hilicpos_fusion.mzXML
naphthalene_0_1_c18neg_fusion.mzXML
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naphthalene_24_1_c18neg_fusion.mzXML
naphthalene_24_1_hilicpos_fusion.mzXML
naphthalene_24_2_c18neg_fusion.mzXML
naphthalene_24_2_hilicpos_fusion.mzXML
nicotine_0_c18_001_fusion.mzXML
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nicotine_0_hilic_001_fusion.mzXML
nicotine_0_hilic_002_fusion.mzXML
nicotine_24h_c18_001_fusion.mzXML
nicotine_24h_c18_002_fusion.mzXML
nicotine_24h_hilic_001_fusion.mzXML
nicotine_24h_hilic_002_fusion.mzXML
nicotine_2h_c18_001_fusion.mzXML
nicotine_2h_c18_002_fusion.mzXML
nicotine_2h_hilic_001_fusion.mzXML
nicotine_2h_hilic_002_fusion.mzXML
nicotine_6h_c18_001_fusion.mzXML
nicotine_6h_c18_002_fusion.mzXML
nicotine_6h_hilic_001_fusion.mzXML
nicotine_6h_hilic_002_fusion.mzXML
pazopanib_0_c18_001_fusion.mzXML
pazopanib_0_c18_002_fusion.mzXML
pazopanib_0_hilic_001_fusion.mzXML
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pazopanib_24h_c18_001_fusion.mzXML
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pazopanib_2h_c18_001_fusion.mzXML
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pazopanib_2h_hilic_001_fusion.mzXML
pazopanib_2h_hilic_002_fusion.mzXML
pazopanib_6h_c18_001_fusion.mzXML
pazopanib_6h_c18_002_fusion.mzXML
pazopanib_6h_hilic_001_fusion.mzXML
pazopanib_6h_hilic_002_fusion.mzXML
pentadecafluoro_octanicacid_0_1_c18neg_fusion.mzXML
pentadecafluoro_octanicacid_0_1_hilicpos_fusion.mzXML
pentadecafluoro_octanicacid_0_2_c18neg_fusion.mzXML
pentadecafluoro_octanicacid_0_2_hilicpos_fusion.mzXML
pentadecafluoro_octanicacid_24_1_c18neg_fusion.mzXML
pentadecafluoro_octanicacid_24_1_hilicpos_fusion.mzXML
pentadecafluoro_octanicacid_24_2_c18neg_fusion.mzXML
pentadecafluoro_octanicacid_24_2_hilicpos_fusion.mzXML
phenol_0_1_c18neg_fusion.mzXML
phenol_0_1_hilicpos_fusion.mzXML
phenol_0_2_c18neg_fusion.mzXML
phenol_0_2_hilicpos_fusion.mzXML
phenol_24_1_c18neg_fusion.mzXML
phenol_24_1_hilicpos_fusion.mzXML
phenol_24_2_c18neg_fusion.mzXML
phenol_24_2_hilicpos_fusion.mzXML
s.s.s._tributylphosphorotrithiolate_0_1_c18neg_fusion.mzXML
s.s.s._tributylphosphorotrithiolate_0_1_hilicpos_fusion.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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s.s.s._tributylphosphorotrithiolate_0_2_c18neg_fusion.mzXML
s.s.s._tributylphosphorotrithiolate_0_2_hilicpos_fusion.mzXML
s.s.s._tributylphosphorotrithiolate_24_1_c18neg_fusion.mzXML
s.s.s._tributylphosphorotrithiolate_24_1_hilicpos_fusion.mzXML
s.s.s._tributylphosphorotrithiolate_24_2_c18neg_fusion.mzXML
s.s.s._tributylphosphorotrithiolate_24_2_hilicpos_fusion.mzXML
tolbutamide_0_c18_001_fusion.mzXML
tolbutamide_0_c18_002_fusion.mzXML
tolbutamide_0_hilic_001_fusion.mzXML
tolbutamide_0_hilic_002_fusion.mzXML
tolbutamide_24h_c18_001_fusion.mzXML
tolbutamide_24h_c18_002_fusion.mzXML
tolbutamide_24h_hilic_001_fusion.mzXML
tolbutamide_24h_hilic_002_fusion.mzXML
tolbutamide_2h_c18_001_fusion.mzXML
tolbutamide_2h_c18_002_fusion.mzXML
tolbutamide_2h_hilic_001_fusion.mzXML
tolbutamide_2h_hilic_002_fusion.mzXML
tolbutamide_6h_c18_001_fusion.mzXML
tolbutamide_6h_c18_002_fusion.mzXML
tolbutamide_6h_hilic_001_fusion.mzXML
tolbutamide_6h_hilic_002_fusion.mzXML
trifluralin_0_1_c18neg_fusion.mzXML
trifluralin_0_1_hilicpos_fusion.mzXML
trifluralin_0_2_c18neg_fusion.mzXML
trifluralin_0_2_hilicpos_fusion.mzXML
trifluralin_24_1_c18neg_fusion.mzXML
trifluralin_24_1_hilicpos_fusion.mzXML
trifluralin_24_2_c18neg_fusion.mzXML
trifluralin_24_2_hilicpos_fusion.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1232 rows!
Extracted information for 1232 samples.
Processing  ST000150
No raw data detected. Ignoring ST000150
Processing  ST000678
No raw data detected. Ignoring ST000678
Processing  ST002749
Initiating REDU-table generation for AN004459
Rest length is 110
raw file key found.
Initiating REDU-table generation for AN004460
Rest length is 110
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
COR186-NEG.mzML
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COR191-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
COR192-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
COR195-NEG.mzML
BromeliadLipidomics_LCMS
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COR197-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
COR199-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
ITA102-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
ITA110-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
ITA113-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
ITA115-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
ITA116-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
ITA119-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
MAC152-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
MAC153-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
MAC155-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
MAC158-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
MAC163-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
MAR128-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
MAR131-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
MAR134-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
MAR139-NEG.mzML
BromeliadLipidomics_LCMS
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MAR155-NEG.mzML
BromeliadLipidomics_LCMS
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PAP01-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
PAP04-NEG.mzML
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PAP15-NEG.mzML
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PAP24-NEG.mzML
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PES142-NEG.mzML
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PES145-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
PES148-NEG.mzML
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PES149-NEG.mzML
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PES150-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
QC01-NEG.mzML
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QC010-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
QC02-NEG.mzML
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BromeliadLipidomics_NEG_mZML
QC03-NEG.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_NEG_mZML
QC04-NEG.mzML
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QC05-NEG.mzML
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QC06-NEG.mzML
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QC09-NEG.mzML
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RAN167-NEG.mzML
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RAN169-NEG.mzML
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RAN173-NEG.mzML
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RAN174-NEG.mzML
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RAN175-NEG.mzML
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BromeliadLipidomics_NEG_mZML
RAN177-NEG.mzML
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BromeliadLipidomics_NEG_mZML
RAN178-NEG.mzML
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UBA01-NEG.mzML
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UBA02-NEG.mzML
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COR186-POS.mzML
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COR192-POS.mzML
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COR195-POS.mzML
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COR199-POS.mzML
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ITA102-POS.mzML
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ITA110-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
ITA113-POS.mzML
BromeliadLipidomics_LCMS
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ITA115-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
ITA116-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
ITA119-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAC152-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAC153-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAC155-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAC158-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAC163-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAR128-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAR131-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAR134-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAR139-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
MAR155-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PAP01-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PAP04-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PAP15-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PAP17-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PAP24-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PES142-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PES145-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PES148-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PES149-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
PES150-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC01-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC010-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC02-POS.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 21%|██        | 661/3150 [41:20<1:45:54,  2.55s/it]
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC03-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC04-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC05-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC06-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC07-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC08-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
QC09-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
RAN167-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
RAN169-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
RAN173-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
RAN174-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
RAN175-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
RAN177-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
RAN178-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
UBA01-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
UBA02-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
UBA04-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
UBA05-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
UBA06-POS.mzML
BromeliadLipidomics_LCMS
BromeliadLipidomics_POS_mzML
UBA08-POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 110 rows!
Extracted information for 110 samples.
Processing  ST001138
No raw data detected. Ignoring ST001138
Processing  ST002030
Initiating REDU-table generation for AN003300
Rest length is 149
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(10).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(100).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(101).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(102).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(103).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(104).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(105).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(106).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(107).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(108).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(109).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(11).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(110).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(111).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(112).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(113).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(114).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(119).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(12).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(120).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(121).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(122).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(123).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(124).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(125).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(126).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(127).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(128).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(129).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(13).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(130).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(131).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(132).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(133).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(134).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(135).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(136).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(137).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(138).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(139).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(14).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(140).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(141).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(142).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(143).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(148).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(149).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(15).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(150).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(151).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(152).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(153).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(154).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(155).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(156).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(157).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(158).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(159).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(16).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(160).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(161).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(162).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(163).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(164).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(165).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(166).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(17).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(172).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(173).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(174).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(175).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(176).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(177).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(178).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(179).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(18).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(180).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(181).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(185).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(186).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(187).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(19).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(20).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(21).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(22).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(23).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(24).wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 21%|██        | 663/3150 [41:24<1:37:14,  2.35s/it]
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(25).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(26).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(27).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(28).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(29).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(30).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(31).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(32).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(33).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(34).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(39).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(40).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(41).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(42).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(43).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(44).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(45).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(46).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(47).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(48).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(49).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(50).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(51).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(52).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(53).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(54).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(55).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(56).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(57).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(58).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(59).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(60).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(61).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(62).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(63).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(68).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(69).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(70).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(71).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(72).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(73).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(74).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(75).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(76).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(77).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(78).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(79).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(80).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(81).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(82).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(83).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(84).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(85).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(86).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(87).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(88).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(89).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(90).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(91).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(92).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(98).wiff
raw_data_stoolBA
Unpacked_From_MX491665_493612 McCann Crock BA(99).wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 149 rows!
Extracted information for 149 samples.
Processing  ST000085
Initiating REDU-table generation for AN000137
Rest length is 9
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/9 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 9/9 [00:00<00:00, 1262.25it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 21%|██        | 664/3150 [41:26<1:36:32,  2.33s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 21%|██        | 666/3150 [41:28<1:21:44,  1.97s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 21%|██        | 667/3150 [41:32<1:34:47,  2.29s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 21%|██        | 668/3150 [41:35<1:43:41,  2.51s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LB_1_1.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LB_1_2.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LB_2_1.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LB_2_2.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LB_3_1.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LB_3_2.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM20_1_1.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM20_1_2.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM20_2_1.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM20_2_2.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM20_3_1.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM20_3_2.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM4_1_1.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM4_1_2.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM4_2_1.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM4_2_2.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM4_3_1.CDF
ST000085
SalmonellaMetabolismData
Processed Data
SBEP_STM_LPM4_3_2.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000891
No raw data detected. Ignoring ST000891
Processing  ST003261
Initiating REDU-table generation for AN005345
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2021-03-09 21:55:14 .R..A      2658304       386471  Data_MDA-MB-231 _ox-PC_ox-PE_ox-PI
210309_MDA_Timecourse_RSL3_oxPE_dil_UD_Std_1ul_SFT.wiff
2021-03-10 07:16:14 .R..A      2650112       365633  Data_MDA-MB-231 _ox-PC_ox-PE_ox-PI
210309_MDA_Timecourse_RSL3_oxPC_dil_UD_Std_1ul_SFT.wiff
2021-03-25 20:04:39 .R..A      2744320       405496  Data_MDA-MB-231 _ox-PC_ox-PE_ox-PI
210324_Rescue_Gust_compounds_oxPE_dil_UD_std_1ul_SFT.wiff
2021-03-26 17:46:39 .R..A      2760704       385217  Data_MDA-MB-231 _ox-PC_ox-PE_ox-PI
210324_Rescue_Gust_compounds_oxPC_dil_UD_std_1ul_SFT.wiff
2021-03-28 18:42:25 .R..A      2523136       367586  Data_MDA-MB-231 _ox-PC_ox-PE_ox-PI
210324_Rescue_Gust_compounds_oxPI_dil_UD_std_1ul_SFT.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 5 rows!
Extracted information for 5 samples.
Processing  ST002366
Initiating REDU-table generation for AN003861
Rest length is 106
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
C2C12-A01.mzML
C2C12-A02.mzML
C2C12-A03.mzML
C2C12-A07.mzML
C2C12-A08.mzML
C2C12-A09.mzML
C2C12-B01.mzML
C2C12-B02.mzML
C2C12-B03.mzML
C2C12-B07.mzML
C2C12-B08.mzML
C2C12-B09.mzML
C2C12-C01.mzML
C2C12-C02.mzML
C2C12-C03.mzML
C2C12-C07.mzML
C2C12-C08.mzML
C2C12-C09.mzML
C2C12-D01.mzML
C2C12-D02.mzML
C2C12-D03.mzML
C2C12-D07.mzML
C2C12-D08.mzML
C2C12-D09.mzML
C2C12-E01.mzML
C2C12-E02.mzML
C2C12-E03.mzML
C2C12-E07.mzML
C2C12-E08.mzML
C2C12-E09.mzML
C2C12-F01.mzML
C2C12-F02.mzML
C2C12-F03.mzML
C2C12-F07.mzML
C2C12-F08.mzML
C2C12-F09.mzML
C2C12-G01.mzML
C2C12-G02.mzML
C2C12-G03.mzML
C2C12-G07.mzML
C2C12-G08.mzML
C2C12-G09.mzML
C2C12-H01.mzML
C2C12-H02.mzML
C2C12-H03.mzML
C2C12-H06.mzML
C2C12-H07.mzML
C2C12-H08.mzML
C2C12-H09.mzML
C2C12-H10.mzML
C2C12-H11.mzML
C2C12-H12.mzML
HepG2-A01.mzML
HepG2-A02.mzML
HepG2-A03.mzML
HepG2-A07.mzML
HepG2-A08.mzML
HepG2-A09.mzML
HepG2-B01.mzML
HepG2-B02.mzML
HepG2-B03.mzML
HepG2-B07.mzML
HepG2-B08.mzML
HepG2-B09.mzML
HepG2-C01.mzML
HepG2-C02.mzML
HepG2-C03.mzML
HepG2-C07.mzML
HepG2-C08.mzML
HepG2-C09.mzML
HepG2-D01.mzML
HepG2-D02.mzML
HepG2-D03.mzML
HepG2-D07.mzML
HepG2-D08.mzML
HepG2-D09.mzML
HepG2-E01.mzML
HepG2-E02.mzML
HepG2-E03.mzML
HepG2-E07.mzML
HepG2-E08.mzML
HepG2-E09.mzML
HepG2-F01.mzML
HepG2-F02.mzML
HepG2-F03.mzML
HepG2-F07.mzML
HepG2-F08.mzML
HepG2-F09.mzML
HepG2-G01.mzML
HepG2-G02.mzML
HepG2-G03.mzML
HepG2-G07.mzML
HepG2-G08.mzML
HepG2-G09.mzML
HepG2-H01.mzML
HepG2-H02.mzML
HepG2-H03.mzML
HepG2-H06.mzML
HepG2-H07.mzML
HepG2-H08.mzML
HepG2-H09.mzML
HepG2-H10.mzML
HepG2-H11.mzML
HepG2-H12.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 104 rows!
Extracted information for 104 samples.
Processing  ST002388
Initiating REDU-table generation for AN003891
Rest length is 17
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003892
Rest length is 17
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyDataBloodNOPOL
SO1.raw
MyDataBloodNOPOL
SO2.raw
MyDataBloodNOPOL
SO3.raw
MyDataBloodNOPOL
SO4.raw
MyDataBloodNOPOL
SO5.raw
MyDataBloodNOPOL
SO6.raw
MyDataBloodNOPOL
SS1.raw
MyDataBloodNOPOL
SS10.raw
MyDataBloodNOPOL
SS11.raw
MyDataBloodNOPOL
SS2.raw
MyDataBloodNOPOL
SS3.raw
MyDataBloodNOPOL
SS4.raw
MyDataBloodNOPOL
SS5.raw
MyDataBloodNOPOL
SS6.raw
MyDataBloodNOPOL
SS7.raw
MyDataBloodNOPOL
SS8.raw
MyDataBloodNOPOL
SS9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST003000
No raw data detected. Ignoring ST003000
Processing  ST000742
No raw data detected. Ignoring ST000742
Processing  ST001240
Initiating REDU-table generation for AN002059
Rest length is 194
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002060
Rest length is 194
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HTP PLASMA
4MM+
D21
HTP_4pos_D21_1.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_10.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_13.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_16.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_17.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_19.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_20.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_22.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_25.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_28.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_29.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_3.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_31.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_33.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_34.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_35.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_37.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_38.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_39.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_40.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_41.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_42.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_43.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_44.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_46.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_47.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_48.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_49.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_51.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_55.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_56.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_57.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_58.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_59.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_6.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_60.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_61.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_62.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_63.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_64.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_67.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_68.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_7.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_70.raw
HTP PLASMA
4MM+
D21
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 21%|██▏       | 671/3150 [41:40<1:26:18,  2.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 21%|██▏       | 672/3150 [41:43<1:35:10,  2.30s/it]HTP_4pos_D21_71.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_72.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_74.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_75.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_78.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_79.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_80.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_81.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_82.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_83.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_84.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_86.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_87.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_88.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_89.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_9.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_91.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_93.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_95.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_96.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_97.raw
HTP PLASMA
4MM+
D21
HTP_4pos_D21_99.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_11.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_12.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_14.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_15.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_18.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_2.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_21.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_23.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_24.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_26.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_30.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_32.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_36.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_4.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_45.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_5.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_50.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_52.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_53.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_54.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_65.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_66.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_69.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_73.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_77.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_8.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_85.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_90.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_92.raw
HTP PLASMA
4MM+
T21
HTP_4pos_T21_94.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_1.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_10.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_13.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_16.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_17.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_19.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_20.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_22.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_25.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_28.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_29.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_3.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_31.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_33.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_34.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_35.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_37.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_38.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_39.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_40.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_41.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_42.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_43.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_44.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_46.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_47.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_48.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_49.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_51.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_55.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_56.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_57.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_58.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_59.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_6.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_60.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_61.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_62.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_63.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_64.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_67.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_68.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_7.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_70.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_71.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_72.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_74.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_75.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_78.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_79.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_80.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_81.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_82.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_83.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_84.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_86.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_87.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_88.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_89.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_9.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_91.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_93.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_95.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_96.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_97.raw
HTP PLASMA
4MM-
D21
HTP_4neg_D21_99.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_11.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_12.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_14.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_15.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_18.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_2.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_21.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_23.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_24.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_26.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_30.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_32.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_36.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_4.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_45.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_5.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_50.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_52.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_53.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_54.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_65.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_66.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_69.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_73.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_77.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_8.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_85.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_90.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_92.raw
HTP PLASMA
4MM-
T21
HTP_4neg_T21_94.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 192 rows!
Extracted information for 192 samples.
Processing  ST001429
Initiating REDU-table generation for AN002389
Rest length is 15
raw file key found.
Initiating REDU-table generation for AN002390
Rest length is 15
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_4A1.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_4A2.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_4A3.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_4A4.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_4A5.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_VP1.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_VP2.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_VP3.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_VP4.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_VP5.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_WT1.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_WT2.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_WT3.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_WT4.raw
MYC_RPLC_Pos_MS_Raw_Data
SC_20190611_RPLCp_FMS_Tansey_WT5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST001517
No raw data detected. Ignoring ST001517
Processing  ST000016
Initiating REDU-table generation for AN000033
Rest length is 110
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/110 [00:00<?, ?it/s]

Mapping potential matches:  10%|█         | 11/110 [00:00<00:00, 101.27it/s]

Mapping potential matches:  20%|██        | 22/110 [00:00<00:00, 101.85it/s]

Mapping potential matches:  30%|███       | 33/110 [00:00<00:00, 102.04it/s]

Mapping potential matches:  40%|████      | 44/110 [00:00<00:00, 101.85it/s]

Mapping potential matches:  50%|█████     | 55/110 [00:00<00:00, 101.62it/s]

Mapping potential matches:  60%|██████    | 66/110 [00:00<00:00, 101.07it/s]

Mapping potential matches:  70%|███████   | 77/110 [00:00<00:00, 100.72it/s]

Mapping potential matches:  80%|████████  | 88/110 [00:00<00:00, 100.38it/s]

Mapping potential matches:  90%|█████████ | 99/110 [00:00<00:00, 100.47it/s]

Mapping potential matches: 100%|██████████| 110/110 [00:01<00:00, 101.03it/s]
Mapping potential matches: 100%|██████████| 110/110 [00:01<00:00, 101.09it/s]

 21%|██▏       | 674/3150 [41:45<1:13:47,  1.79s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 678/3150 [42:01<1:56:04,  2.82s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 681/3150 [42:05<1:36:40,  2.35s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 682/3150 [42:07<1:37:03,  2.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 684/3150 [42:10<1:24:19,  2.05s/it]
 22%|██▏       | 687/3150 [42:10<52:57,  1.29s/it]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000542
No raw data detected. Ignoring ST000542
Processing  ST001223
No raw data detected. Ignoring ST001223
Processing  ST000560
No raw data detected. Ignoring ST000560
Processing  ST002511
Initiating REDU-table generation for AN004135
Rest length is 23
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
VOCdata_transformed
qtof-2017-0103 A niger mono 268208.mzML
VOCdata_transformed
qtof-2017-0105 A niger mono 268210.mzML
VOCdata_transformed
qtof-2017-0107 A niger mono 268213.mzML
VOCdata_transformed
qtof-2017-0121 TSB media control 288266.mzML
VOCdata_transformed
qtof-2017-0123 TSB media control 288269.mzML
VOCdata_transformed
qtof-2017-0125 TSB media control 288279.mzML
VOCdata_transformed
qtof-2017-0127 A niger mono 263895.mzML
VOCdata_transformed
qtof-2017-0129 A niger mono 268204.mzML
VOCdata_transformed
qtof-2017-0131 A niger mono 268209.mzML
VOCdata_transformed
qtof-2017-0145 TSB media control 288282.mzML
VOCdata_transformed
qtof-2017-0147 TSB media control 288288.mzML
VOCdata_transformed
qtof-2017-0149 TSB media control 288289.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 12
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001847
No raw data detected. Ignoring ST001847
Processing  ST000508
No raw data detected. Ignoring ST000508
Processing  ST003551
Initiating REDU-table generation for AN005837
Rest length is 31
raw file key found.
Initiating REDU-table generation for AN005838
Rest length is 31
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HEK293_KO_0NMA_PM1.raw
HEK293_KO_0NMA_PM2.raw
HEK293_KO_0NMA_PM3.raw
HEK293_KO_10NMA_PM1.raw
HEK293_KO_10NMA_PM2.raw
HEK293_KO_10NMA_PM3.raw
HEK293_KO_20NMA_PM1.raw
HEK293_KO_20NMA_PM2.raw
HEK293_KO_20NMA_PM3.raw
HEK293_KO_5NMA_PM1.raw
HEK293_TOM_0NMA_PM1.raw
HEK293_TOM_0NMA_PM2.raw
HEK293_TOM_0NMA_PM3.raw
HEK293_TOM_10NMA_PM1.raw
HEK293_TOM_10NMA_PM2.raw
HEK293_TOM_10NMA_PM3.raw
HEK293_TOM_20NMA_PM1.raw
HEK293_TOM_20NMA_PM2.raw
HEK293_TOM_20NMA_PM3.raw
HEK293_TOM_5NMA_PM1.raw
KO_NMA_PM1.raw
KO_NMA_PM3.raw
KO_control_PM1.raw
KO_control_PM2.raw
KO_control_PM3.raw
Tom_NMA_PM1.raw
Tom_NMA_PM2.raw
Tom_NMA_PM3.raw
Tom_control_PM1.raw
Tom_control_PM2.raw
Tom_control_PM3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST002578
Initiating REDU-table generation for AN004249
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
BIN67_CTRL_1_290921_01.mzXML
MyData
BIN67_CTRL_1_290921_02SIM.mzXML
MyData
BIN67_CTRL_1_290921_03DIL.mzXML
MyData
BIN67_CTRL_2_011021_01.mzXML
MyData
BIN67_CTRL_2_011021_02SIM.mzXML
MyData
BIN67_CTRL_2_011021_03DIL.mzXML
MyData
BIN67_CTRL_3_011021_01.mzXML
MyData
BIN67_CTRL_3_011021_02SIM.mzXML
MyData
BIN67_CTRL_3_011021_03DIL.mzXML
MyData
BIN67_CTRL_4_290921_01.mzXML
MyData
BIN67_CTRL_4_290921_02SIM.mzXML
MyData
BIN67_CTRL_4_290921_03DIL.mzXML
MyData
BIN67_NOGLUCOSE_1_011021_01.mzXML
MyData
BIN67_NOGLUCOSE_1_011021_02SIM.mzXML
MyData
BIN67_NOGLUCOSE_1_011021_03DIL.mzXML
MyData
BIN67_NOGLUCOSE_2_290921_01.mzXML
MyData
BIN67_NOGLUCOSE_2_290921_02SIM.mzXML
MyData
BIN67_NOGLUCOSE_2_290921_03DIL.mzXML
MyData
BIN67_NOGLUCOSE_3_290921_01.mzXML
MyData
BIN67_NOGLUCOSE_3_290921_02SIM.mzXML
MyData
BIN67_NOGLUCOSE_3_290921_03DIL.mzXML
MyData
BIN67_NOGLUCOSE_4_011021_01.mzXML
MyData
BIN67_NOGLUCOSE_4_011021_02SIM.mzXML
MyData
BIN67_NOGLUCOSE_4_011021_03DIL.mzXML
MyData
BIN67_NOGLUTAMINE_1_290921_01.mzXML
MyData
BIN67_NOGLUTAMINE_1_290921_02SIM.mzXML
MyData
BIN67_NOGLUTAMINE_1_290921_03DIL.mzXML
MyData
BIN67_NOGLUTAMINE_2_011021_01.mzXML
MyData
BIN67_NOGLUTAMINE_2_011021_02SIM.mzXML
MyData
BIN67_NOGLUTAMINE_2_011021_03DIL.mzXML
MyData
BIN67_NOGLUTAMINE_3_290921_01.mzXML
MyData
BIN67_NOGLUTAMINE_3_290921_02SIM.mzXML
MyData
BIN67_NOGLUTAMINE_3_290921_03DIL.mzXML
MyData
BIN67_NOGLUTAMINE_4_011021_01.mzXML
MyData
BIN67_NOGLUTAMINE_4_011021_02SIM.mzXML
MyData
BIN67_NOGLUTAMINE_4_011021_03DIL.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST001126
No raw data detected. Ignoring ST001126
Processing  ST002529
Initiating REDU-table generation for AN004163
Rest length is 55
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lyz2gln_Raw
0785_tumor_Arg1_KO.mzML
Lyz2gln_Raw
0787_tumor_Arg1_KO.mzML
Lyz2gln_Raw
0788_tumor_Arg1_KO.mzML
Lyz2gln_Raw
0789_tumor_Arg1_KO.mzML
Lyz2gln_Raw
A35089_tumor_Arg1_KO.mzML
Lyz2gln_Raw
A35096_tumor_Control.mzML
Lyz2gln_Raw
A35097_tumor_Control.mzML
Lyz2gln_Raw
A35098_tumor_Control.mzML
Lyz2gln_Raw
A35465_tumor_Arg1_KO.mzML
Lyz2gln_Raw
A35466_tumor_Arg1_KO.mzML
Lyz2gln_Raw
A35469_tumor_Arg1_KO.mzML
Lyz2gln_Raw
Plasma_0785-0.mzML
Lyz2gln_Raw
Plasma_0785-240.mzML
Lyz2gln_Raw
Plasma_0785-30.mzML
Lyz2gln_Raw
Plasma_0787-0.mzML
Lyz2gln_Raw
Plasma_0787-120.mzML
Lyz2gln_Raw
Plasma_0787-240.mzML
Lyz2gln_Raw
Plasma_0787-30.mzML
Lyz2gln_Raw
Plasma_0788-0.mzML
Lyz2gln_Raw
Plasma_0788-120.mzML
Lyz2gln_Raw
Plasma_0788-240.mzML
Lyz2gln_Raw
Plasma_0788-30.mzML
Lyz2gln_Raw
Plasma_0789-0.mzML
Lyz2gln_Raw
Plasma_0789-120.mzML
Lyz2gln_Raw
Plasma_0789-240.mzML
Lyz2gln_Raw
Plasma_0789-30.mzML
Lyz2gln_Raw
Plasma_A35066-0.mzML
Lyz2gln_Raw
Plasma_A35066-120.mzML
Lyz2gln_Raw
Plasma_A35066-240.mzML
Lyz2gln_Raw
Plasma_A35066-30.mzML
Lyz2gln_Raw
Plasma_A35089-0.mzML
Lyz2gln_Raw
Plasma_A35089-120.mzML
Lyz2gln_Raw
Plasma_A35089-240.mzML
Lyz2gln_Raw
Plasma_A35089-30.mzML
Lyz2gln_Raw
Plasma_A35096-0.mzML
Lyz2gln_Raw
Plasma_A35096-120.mzML
Lyz2gln_Raw
Plasma_A35096-240.mzML
Lyz2gln_Raw
Plasma_A35096-30.mzML
Lyz2gln_Raw
Plasma_A35097-0.mzML
Lyz2gln_Raw
Plasma_A35097-120.mzML
Lyz2gln_Raw
Plasma_A35097-240.mzML
Lyz2gln_Raw
Plasma_A35097-30.mzML
Lyz2gln_Raw
Plasma_A35098-0.mzML
Lyz2gln_Raw
Plasma_A35098-120.mzML
Lyz2gln_Raw
Plasma_A35098-240.mzML
Lyz2gln_Raw
Plasma_A35098-30.mzML
Lyz2gln_Raw
Plasma_A35465-0.mzML
Lyz2gln_Raw
Plasma_A35465-120.mzML
Lyz2gln_Raw
Plasma_A35465-240.mzML
Lyz2gln_Raw
Plasma_A35465-30.mzML
Lyz2gln_Raw
Plasma_A35469-0.mzML
Lyz2gln_Raw
Plasma_A35469-120.mzML
Lyz2gln_Raw
Plasma_A35469-240.mzML
Lyz2gln_Raw
Plasma_A35469-30.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST001684
No raw data detected. Ignoring ST001684
Processing  ST000428
No raw data detected. Ignoring ST000428
Processing  ST001476
No raw data detected. Ignoring ST001476
Processing  ST002032
Initiating REDU-table generation for AN003303
Rest length is 58

Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:  36%|███▌      | 21/58 [00:00<00:00, 203.81it/s]

Mapping potential matches:  74%|███████▍  | 43/58 [00:00<00:00, 211.70it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 212.34it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003304
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 22/58 [00:00<00:00, 212.57it/s]

Mapping potential matches:  76%|███████▌  | 44/58 [00:00<00:00, 213.49it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 214.46it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 688/3150 [42:14<1:10:18,  1.71s/it]
 22%|██▏       | 691/3150 [42:14<42:54,  1.05s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 693/3150 [42:17<48:06,  1.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 694/3150 [43:13<6:55:42, 10.16s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Plasma_Data
AM3-1+.raw
Plasma_Data
AM3-1-.raw
Plasma_Data
AM3-10+.raw
Plasma_Data
AM3-10-.raw
Plasma_Data
AM3-11+.raw
Plasma_Data
AM3-11-.raw
Plasma_Data
AM3-12+.raw
Plasma_Data
AM3-12-.raw
Plasma_Data
AM3-13+.raw
Plasma_Data
AM3-13-.raw
Plasma_Data
AM3-14+.raw
Plasma_Data
AM3-14-.raw
Plasma_Data
AM3-15+.raw
Plasma_Data
AM3-15-.raw
Plasma_Data
AM3-16+.raw
Plasma_Data
AM3-16-.raw
Plasma_Data
AM3-17+.raw
Plasma_Data
AM3-17-.raw
Plasma_Data
AM3-18+.raw
Plasma_Data
AM3-18-.raw
Plasma_Data
AM3-19+.raw
Plasma_Data
AM3-19-.raw
Plasma_Data
AM3-2+.raw
Plasma_Data
AM3-2-.raw
Plasma_Data
AM3-20+.raw
Plasma_Data
AM3-20-.raw
Plasma_Data
AM3-21+.raw
Plasma_Data
AM3-21-.raw
Plasma_Data
AM3-22+.raw
Plasma_Data
AM3-22-.raw
Plasma_Data
AM3-23+.raw
Plasma_Data
AM3-23-.raw
Plasma_Data
AM3-24+.raw
Plasma_Data
AM3-24-.raw
Plasma_Data
AM3-25+.raw
Plasma_Data
AM3-25-.raw
Plasma_Data
AM3-26+.raw
Plasma_Data
AM3-26-.raw
Plasma_Data
AM3-27+.raw
Plasma_Data
AM3-27-.raw
Plasma_Data
AM3-28+.raw
Plasma_Data
AM3-28-.raw
Plasma_Data
AM3-29+.raw
Plasma_Data
AM3-29-.raw
Plasma_Data
AM3-3+.raw
Plasma_Data
AM3-3-.raw
Plasma_Data
AM3-30+.raw
Plasma_Data
AM3-30-.raw
Plasma_Data
AM3-31+.raw
Plasma_Data
AM3-31-.raw
Plasma_Data
AM3-32+.raw
Plasma_Data
AM3-32-.raw
Plasma_Data
AM3-33+.raw
Plasma_Data
AM3-33-.raw
Plasma_Data
AM3-34+.raw
Plasma_Data
AM3-34-.raw
Plasma_Data
AM3-35+.raw
Plasma_Data
AM3-35-.raw
Plasma_Data
AM3-36+.raw
Plasma_Data
AM3-36-.raw
Plasma_Data
AM3-37+.raw
Plasma_Data
AM3-37-.raw
Plasma_Data
AM3-38+.raw
Plasma_Data
AM3-38-.raw
Plasma_Data
AM3-39+.raw
Plasma_Data
AM3-39-.raw
Plasma_Data
AM3-4+.raw
Plasma_Data
AM3-4-.raw
Plasma_Data
AM3-40+.raw
Plasma_Data
AM3-40-.raw
Plasma_Data
AM3-41+.raw
Plasma_Data
AM3-41-.raw
Plasma_Data
AM3-42+.raw
Plasma_Data
AM3-42-.raw
Plasma_Data
AM3-43+.raw
Plasma_Data
AM3-43-.raw
Plasma_Data
AM3-44+.raw
Plasma_Data
AM3-44-.raw
Plasma_Data
AM3-45+.raw
Plasma_Data
AM3-45-.raw
Plasma_Data
AM3-46+.raw
Plasma_Data
AM3-46-.raw
Plasma_Data
AM3-47+.raw
Plasma_Data
AM3-47-.raw
Plasma_Data
AM3-48+.raw
Plasma_Data
AM3-48-.raw
Plasma_Data
AM3-49+.raw
Plasma_Data
AM3-49-.raw
Plasma_Data
AM3-5+.raw
Plasma_Data
AM3-5-.raw
Plasma_Data
AM3-50+.raw
Plasma_Data
AM3-50-.raw
Plasma_Data
AM3-51+.raw
Plasma_Data
AM3-51-.raw
Plasma_Data
AM3-52+.raw
Plasma_Data
AM3-52-.raw
Plasma_Data
AM3-53+.raw
Plasma_Data
AM3-53-.raw
Plasma_Data
AM3-54+.raw
Plasma_Data
AM3-54-.raw
Plasma_Data
AM3-55+.raw
Plasma_Data
AM3-55-.raw
Plasma_Data
AM3-56+.raw
Plasma_Data
AM3-56-.raw
Plasma_Data
AM3-57+.raw
Plasma_Data
AM3-57-.raw
Plasma_Data
AM3-58+.raw
Plasma_Data
AM3-58-.raw
Plasma_Data
AM3-6+.raw
Plasma_Data
AM3-6-.raw
Plasma_Data
AM3-7+.raw
Plasma_Data
AM3-7-.raw
Plasma_Data
AM3-8+.raw
Plasma_Data
AM3-8-.raw
Plasma_Data
AM3-9+.raw
Plasma_Data
AM3-9-.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST000042
No raw data detected. Ignoring ST000042
Processing  ST003172
No raw data detected. Ignoring ST003172
Processing  ST001045
No raw data detected. Ignoring ST001045
Processing  ST002062
Initiating REDU-table generation for AN003361
Rest length is 45
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
71838_1.raw
71838_2.raw
71838_3.raw
71838_4.raw
71838_5.raw
71838_6.raw
71875_1.raw
71875_2.raw
71875_3.raw
71875_4.raw
71875_5.raw
71875_6.raw
72269_1.raw
72269_2.raw
72269_3.raw
72269_4.raw
72269_5.raw
72269_6.raw
72433_1.raw
72433_2.raw
72433_3.raw
72433_4.raw
72433_5.raw
72433_6.raw
73072_1.raw
73072_2.raw
73072_3.raw
73072_4.raw
73072_5.raw
73072_6.raw
73098_1.raw
73098_2.raw
73098_3.raw
73098_4.raw
73098_5.raw
73098_6.raw
Cminus_1.raw
Cminus_2.raw
Cminus_3.raw
Cminus_4.raw
Cminus_5.raw
Cminus_6.raw
QC_6_BACTERIA_LE_24_01.raw
QC_6_BACTERIA_LE_24_02.raw
QC_6_BACTERIA_LE_24_03.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST000421
No raw data detected. Ignoring ST000421
Processing  ST002289
Initiating REDU-table generation for AN003741
Rest length is 52
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I46_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I46_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I46_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I46_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I48_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I48_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I48_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I48_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I49_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I49_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I49_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_I49_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_KB18_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_KB18_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_KB18_5.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_KB18_6.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_KB1_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_KB1_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_KB1_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_KB1_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_Media1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_Media2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_Media3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_Media4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL27_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL27_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL27_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL27_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL2_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL2_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL2_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL2_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL31_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL31_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL31_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL31_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL32_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL32_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL32_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL32_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL44_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL44_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL44_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL44_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL45_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL45_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL45_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL45_4.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL58_1.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL58_2.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL58_3.mzXML
sdmdmm2
2018_07_20_2018_07_20KB_HILICNeg15_YL58_4.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 52 rows!
Extracted information for 52 samples.
Processing  ST003262
Initiating REDU-table generation for AN005346
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Les-Jas-20230207-01.raw
Les-Jas-20230207-02.raw
Les-Jas-20230207-03.raw
Les-Jas-20230207-04.raw
Les-Jas-20230207-05.raw
Les-Jas-20230207-06.raw
Les-Jas-20230207-07.raw
Les-Jas-20230207-08.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 695/3150 [43:16<5:54:54,  8.67s/it]
Les-Jas-20230207-09.raw
Les-Jas-20230207-10.raw
Les-Jas-20230207-11.raw
Les-Jas-20230207-12.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST001220
No raw data detected. Ignoring ST001220
Processing  ST000872
Initiating REDU-table generation for AN001404
Rest length is 66
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/66 [00:00<?, ?it/s]

Mapping potential matches:  55%|█████▍    | 36/66 [00:00<00:00, 356.42it/s]
Mapping potential matches: 100%|██████████| 66/66 [00:00<00:00, 355.77it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001405
Rest length is 66
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/66 [00:00<?, ?it/s]

Mapping potential matches:  56%|█████▌    | 37/66 [00:00<00:00, 363.04it/s]
Mapping potential matches: 100%|██████████| 66/66 [00:00<00:00, 363.77it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 697/3150 [43:19<4:15:12,  6.24s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-A01.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-A03.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-A04.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-A05.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-A06.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-A07.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-A09.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-A10.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-B01.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-B02.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-B03.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-B04.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-B05.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-B07.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-B08.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-B09.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-C02.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-C03.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-C04.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-C05.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-C06.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-C07.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-C08.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-C09.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-C10.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-D01.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-D02.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-D04.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-D05.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-D07.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-D08.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-D09.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E01.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E02.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E03.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E04.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E05.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E06.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E07.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E08.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E09.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-E10.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-F01.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-F02.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-F04.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-F05.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-F07.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-F08.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-F10.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-G01.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-G02.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-G03.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-G04.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-G05.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-G07.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-G08.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-G09.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-H02.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-H04.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-H05.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-H06.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-H07.mzXML
Wilson Sheep Plasma Oxyendo Analysis
Raw Data
Wilson Sheep Plasma 020717-H08.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 63 rows!
Extracted information for 63 samples.
Processing  ST001934
No raw data detected. Ignoring ST001934
Processing  ST003278
Initiating REDU-table generation for AN005369
Rest length is 98
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005370
Rest length is 98
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Retina_Metabolomics
Blank_NEG1.raw
Retina_Metabolomics
Blank_NEG2.raw
Retina_Metabolomics
Blank_NEG3.raw
Retina_Metabolomics
Blank_POS1.raw
Retina_Metabolomics
Blank_POS2.raw
Retina_Metabolomics
Blank_POS3.raw
Retina_Metabolomics
CTL_12dpi_Ret1_NEG1.raw
Retina_Metabolomics
CTL_12dpi_Ret1_NEG2.raw
Retina_Metabolomics
CTL_12dpi_Ret1_NEG3.raw
Retina_Metabolomics
CTL_12dpi_Ret1_POS1.raw
Retina_Metabolomics
CTL_12dpi_Ret1_POS2.raw
Retina_Metabolomics
CTL_12dpi_Ret1_POS3.raw
Retina_Metabolomics
CTL_12dpi_Ret2_NEG1.raw
Retina_Metabolomics
CTL_12dpi_Ret2_NEG2.raw
Retina_Metabolomics
CTL_12dpi_Ret2_NEG3.raw
Retina_Metabolomics
CTL_12dpi_Ret2_POS1.raw
Retina_Metabolomics
CTL_12dpi_Ret2_POS2.raw
Retina_Metabolomics
CTL_12dpi_Ret2_POS3.raw
Retina_Metabolomics
CTL_27dpi_Ret1_NEG1.raw
Retina_Metabolomics
CTL_27dpi_Ret1_NEG2.raw
Retina_Metabolomics
CTL_27dpi_Ret1_NEG3.raw
Retina_Metabolomics
CTL_27dpi_Ret1_POS1.raw
Retina_Metabolomics
CTL_27dpi_Ret1_POS2.raw
Retina_Metabolomics
CTL_27dpi_Ret1_POS3.raw
Retina_Metabolomics
CTL_27dpi_Ret2_NEG1.raw
Retina_Metabolomics
CTL_27dpi_Ret2_NEG2.raw
Retina_Metabolomics
CTL_27dpi_Ret2_NEG3.raw
Retina_Metabolomics
CTL_27dpi_Ret2_POS1.raw
Retina_Metabolomics
CTL_27dpi_Ret2_POS2.raw
Retina_Metabolomics
CTL_27dpi_Ret2_POS3.raw
Retina_Metabolomics
CTL_27dpi_Ret3_NEG1.raw
Retina_Metabolomics
CTL_27dpi_Ret3_NEG2.raw
Retina_Metabolomics
CTL_27dpi_Ret3_NEG3.raw
Retina_Metabolomics
CTL_27dpi_Ret3_POS1.raw
Retina_Metabolomics
CTL_27dpi_Ret3_POS2.raw
Retina_Metabolomics
CTL_27dpi_Ret3_POS3.raw
Retina_Metabolomics
CX_12dpi_Ret1_NEG1.raw
Retina_Metabolomics
CX_12dpi_Ret1_NEG2.raw
Retina_Metabolomics
CX_12dpi_Ret1_NEG3.raw
Retina_Metabolomics
CX_12dpi_Ret1_POS1.raw
Retina_Metabolomics
CX_12dpi_Ret1_POS2.raw
Retina_Metabolomics
CX_12dpi_Ret1_POS3.raw
Retina_Metabolomics
CX_12dpi_Ret2_NEG1.raw
Retina_Metabolomics
CX_12dpi_Ret2_NEG2.raw
Retina_Metabolomics
CX_12dpi_Ret2_NEG3.raw
Retina_Metabolomics
CX_12dpi_Ret2_POS1.raw
Retina_Metabolomics
CX_12dpi_Ret2_POS2.raw
Retina_Metabolomics
CX_12dpi_Ret2_POS3.raw
Retina_Metabolomics
CX_27dpi_Ret1_NEG1.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 699/3150 [43:23<3:16:03,  4.80s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 702/3150 [43:25<2:06:59,  3.11s/it]

Retina_Metabolomics
CX_27dpi_Ret1_NEG2.raw
Retina_Metabolomics
CX_27dpi_Ret1_NEG3.raw
Retina_Metabolomics
CX_27dpi_Ret1_POS1.raw
Retina_Metabolomics
CX_27dpi_Ret1_POS2.raw
Retina_Metabolomics
CX_27dpi_Ret1_POS3.raw
Retina_Metabolomics
CX_27dpi_Ret2_NEG1.raw
Retina_Metabolomics
CX_27dpi_Ret2_NEG2.raw
Retina_Metabolomics
CX_27dpi_Ret2_NEG3.raw
Retina_Metabolomics
CX_27dpi_Ret2_POS1.raw
Retina_Metabolomics
CX_27dpi_Ret2_POS2.raw
Retina_Metabolomics
CX_27dpi_Ret2_POS3.raw
Retina_Metabolomics
CX_27dpi_Ret3_NEG1.raw
Retina_Metabolomics
CX_27dpi_Ret3_NEG2.raw
Retina_Metabolomics
CX_27dpi_Ret3_NEG3.raw
Retina_Metabolomics
CX_27dpi_Ret3_POS1.raw
Retina_Metabolomics
CX_27dpi_Ret3_POS2.raw
Retina_Metabolomics
CX_27dpi_Ret3_POS3.raw
Retina_Metabolomics
Left_Ret_SHAM1_NEG1.raw
Retina_Metabolomics
Left_Ret_SHAM1_NEG2.raw
Retina_Metabolomics
Left_Ret_SHAM1_NEG3.raw
Retina_Metabolomics
Left_Ret_SHAM1_POS1.raw
Retina_Metabolomics
Left_Ret_SHAM1_POS2.raw
Retina_Metabolomics
Left_Ret_SHAM1_POS3.raw
Retina_Metabolomics
Left_Ret_SHAM2_NEG1.raw
Retina_Metabolomics
Left_Ret_SHAM2_NEG2.raw
Retina_Metabolomics
Left_Ret_SHAM2_NEG3.raw
Retina_Metabolomics
Left_Ret_SHAM2_POS1.raw
Retina_Metabolomics
Left_Ret_SHAM2_POS2.raw
Retina_Metabolomics
Left_Ret_SHAM2_POS3.raw
Retina_Metabolomics
Pooled_QC1_MS1_Ret_NEG1.raw
Retina_Metabolomics
Pooled_QC1_MS1_Ret_NEG2.raw
Retina_Metabolomics
Pooled_QC1_MS1_Ret_POS1.raw
Retina_Metabolomics
Pooled_QC1_MS1_Ret_POS2.raw
Retina_Metabolomics
Pooled_QC2_MS1_Ret_NEG1.raw
Retina_Metabolomics
Pooled_QC2_MS1_Ret_NEG2.raw
Retina_Metabolomics
Pooled_QC2_MS1_Ret_POS1.raw
Retina_Metabolomics
Pooled_QC2_MS1_Ret_POS2.raw
Retina_Metabolomics
Right_Ret_SHAM1_NEG1.raw
Retina_Metabolomics
Right_Ret_SHAM1_NEG2.raw
Retina_Metabolomics
Right_Ret_SHAM1_NEG3.raw
Retina_Metabolomics
Right_Ret_SHAM1_POS1.raw
Retina_Metabolomics
Right_Ret_SHAM1_POS2.raw
Retina_Metabolomics
Right_Ret_SHAM1_POS3.raw
Retina_Metabolomics
Right_Ret_SHAM2_NEG1.raw
Retina_Metabolomics
Right_Ret_SHAM2_NEG2.raw
Retina_Metabolomics
Right_Ret_SHAM2_NEG3.raw
Retina_Metabolomics
Right_Ret_SHAM2_POS1.raw
Retina_Metabolomics
Right_Ret_SHAM2_POS2.raw
Retina_Metabolomics
Right_Ret_SHAM2_POS3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 98 rows!
Extracted information for 98 samples.
Processing  ST000876
No raw data detected. Ignoring ST000876
Processing  ST000524
No raw data detected. Ignoring ST000524
Processing  ST003345
Initiating REDU-table generation for AN005480
Rest length is 34
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SUC
cyto
Succinyl-CoA_CXY_Ac.wiff
SUC
total
Succinyl-CoA_CXY.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST000255
Initiating REDU-table generation for AN000403
Rest length is 42
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/42 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 42/42 [00:00<00:00, 578.02it/s]

 22%|██▏       | 703/3150 [43:26<1:52:12,  2.75s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 705/3150 [43:33<1:58:03,  2.90s/it]
 22%|██▏       | 706/3150 [43:33<1:36:48,  2.38s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 707/3150 [43:35<1:39:06,  2.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 22%|██▏       | 708/3150 [43:38<1:43:03,  2.53s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001919
No raw data detected. Ignoring ST001919
Processing  ST002060
Initiating REDU-table generation for AN003354
Rest length is 72
raw file key found.
Initiating REDU-table generation for AN003355
Rest length is 72
raw file key found.
Initiating REDU-table generation for AN003356
Rest length is 72
raw file key found.
Initiating REDU-table generation for AN003357
Rest length is 72
raw file key found.
Initiating REDU-table generation for AN003358
Rest length is 72
raw file key found.
Initiating REDU-table generation for AN003359
Rest length is 72
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NMDR_Upload
Col0_Germ_HILIC_Neg_1.mzML
NMDR_Upload
Col0_Germ_HILIC_Neg_2.mzML
NMDR_Upload
Col0_Germ_HILIC_Neg_3.mzML
NMDR_Upload
Col0_Germ_HILIC_Neg_4.mzML
NMDR_Upload
Col0_Germ_HILIC_Pos_1.mzML
NMDR_Upload
Col0_Germ_HILIC_Pos_2.mzML
NMDR_Upload
Col0_Germ_HILIC_Pos_3.mzML
NMDR_Upload
Col0_Germ_HILIC_Pos_4.mzML
NMDR_Upload
Col0_Germ_Lipid_Neg_1.mzML
NMDR_Upload
Col0_Germ_Lipid_Neg_2.mzML
NMDR_Upload
Col0_Germ_Lipid_Neg_3.mzML
NMDR_Upload
Col0_Germ_Lipid_Neg_4.mzML
NMDR_Upload
Col0_Germ_Lipid_Pos_1.mzML
NMDR_Upload
Col0_Germ_Lipid_Pos_2.mzML
NMDR_Upload
Col0_Germ_Lipid_Pos_3.mzML
NMDR_Upload
Col0_Germ_Lipid_Pos_4.mzML
NMDR_Upload
Col0_Germ_RPLC_Neg_1.mzML
NMDR_Upload
Col0_Germ_RPLC_Neg_2.mzML
NMDR_Upload
Col0_Germ_RPLC_Neg_3.mzML
NMDR_Upload
Col0_Germ_RPLC_Neg_4.mzML
NMDR_Upload
Col0_Germ_RPLC_Pos_1.mzML
NMDR_Upload
Col0_Germ_RPLC_Pos_2.mzML
NMDR_Upload
Col0_Germ_RPLC_Pos_3.mzML
NMDR_Upload
Col0_Germ_RPLC_Pos_4.mzML
NMDR_Upload
Col0_Hydr_HILIC_Neg_1.mzML
NMDR_Upload
Col0_Hydr_HILIC_Neg_2.mzML
NMDR_Upload
Col0_Hydr_HILIC_Neg_3.mzML
NMDR_Upload
Col0_Hydr_HILIC_Neg_4.mzML
NMDR_Upload
Col0_Hydr_HILIC_Pos_1.mzML
NMDR_Upload
Col0_Hydr_HILIC_Pos_2.mzML
NMDR_Upload
Col0_Hydr_HILIC_Pos_3.mzML
NMDR_Upload
Col0_Hydr_HILIC_Pos_4.mzML
NMDR_Upload
Col0_Hydr_Lipid_Neg_1.mzML
NMDR_Upload
Col0_Hydr_Lipid_Neg_2.mzML
NMDR_Upload
Col0_Hydr_Lipid_Neg_3.mzML
NMDR_Upload
Col0_Hydr_Lipid_Neg_4.mzML
NMDR_Upload
Col0_Hydr_Lipid_Pos_1.mzML
NMDR_Upload
Col0_Hydr_Lipid_Pos_2.mzML
NMDR_Upload
Col0_Hydr_Lipid_Pos_3.mzML
NMDR_Upload
Col0_Hydr_Lipid_Pos_4.mzML
NMDR_Upload
Col0_Hydr_RPLC_Neg_1.mzML
NMDR_Upload
Col0_Hydr_RPLC_Neg_2.mzML
NMDR_Upload
Col0_Hydr_RPLC_Neg_3.mzML
NMDR_Upload
Col0_Hydr_RPLC_Neg_4.mzML
NMDR_Upload
Col0_Hydr_RPLC_Pos_1.mzML
NMDR_Upload
Col0_Hydr_RPLC_Pos_2.mzML
NMDR_Upload
Col0_Hydr_RPLC_Pos_3.mzML
NMDR_Upload
Col0_Hydr_RPLC_Pos_4.mzML
NMDR_Upload
Col0_Mature_HILIC_Neg_1.mzML
NMDR_Upload
Col0_Mature_HILIC_Neg_2.mzML
NMDR_Upload
Col0_Mature_HILIC_Neg_3.mzML
NMDR_Upload
Col0_Mature_HILIC_Neg_4.mzML
NMDR_Upload
Col0_Mature_HILIC_Pos_1.mzML
NMDR_Upload
Col0_Mature_HILIC_Pos_2.mzML
NMDR_Upload
Col0_Mature_HILIC_Pos_3.mzML
NMDR_Upload
Col0_Mature_HILIC_Pos_4.mzML
NMDR_Upload
Col0_Mature_Lipid_Neg_1.mzML
NMDR_Upload
Col0_Mature_Lipid_Neg_2.mzML
NMDR_Upload
Col0_Mature_Lipid_Neg_3.mzML
NMDR_Upload
Col0_Mature_Lipid_Neg_4.mzML
NMDR_Upload
Col0_Mature_Lipid_Pos_1.mzML
NMDR_Upload
Col0_Mature_Lipid_Pos_2.mzML
NMDR_Upload
Col0_Mature_Lipid_Pos_3.mzML
NMDR_Upload
Col0_Mature_Lipid_Pos_4.mzML
NMDR_Upload
Col0_Mature_RPLC_Neg_1.mzML
NMDR_Upload
Col0_Mature_RPLC_Neg_2.mzML
NMDR_Upload
Col0_Mature_RPLC_Neg_3.mzML
NMDR_Upload
Col0_Mature_RPLC_Neg_4.mzML
NMDR_Upload
Col0_Mature_RPLC_Pos_1.mzML
NMDR_Upload
Col0_Mature_RPLC_Pos_2.mzML
NMDR_Upload
Col0_Mature_RPLC_Pos_3.mzML
NMDR_Upload
Col0_Mature_RPLC_Pos_4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST000938
No raw data detected. Ignoring ST000938
Processing  ST002187
Initiating REDU-table generation for AN003581
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Metabolomics mzML
WT 6h_1.mzML
Metabolomics mzML
WT 6h_2.mzML
Metabolomics mzML
WT 6h_3.mzML
Metabolomics mzML
ccpA 6h_1.mzML
Metabolomics mzML
ccpA 6h_2.mzML
Metabolomics mzML
ccpA 6h_3.mzML
Metabolomics mzML
codY 3h_1.mzML
Metabolomics mzML
codY 3h_2.mzML
Metabolomics mzML
codY 3h_3.mzML
Metabolomics mzML
codY 6h_1.mzML
Metabolomics mzML
codY 6h_2.mzML
Metabolomics mzML
codY 6h_3.mzML
Metabolomics mzML
codY ccpA 3h_1.mzML
Metabolomics mzML
codY ccpA 3h_2.mzML
Metabolomics mzML
codY ccpA 3h_3.mzML
Metabolomics mzML
codY ccpA 6h_1.mzML
Metabolomics mzML
codY ccpA 6h_2.mzML
Metabolomics mzML
codY ccpA 6h_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST002911
Initiating REDU-table generation for AN004780
Rest length is 17
raw file key found.
Initiating REDU-table generation for AN004781
Rest length is 17
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LiLA
POSITIVE
12_UT1.mzXML
LiLA
POSITIVE
12_UT2.mzXML
LiLA
POSITIVE
12_UT3.mzXML
LiLA
POSITIVE
12_UT4.mzXML
LiLA
POSITIVE
12_UT5.mzXML
LiLA
POSITIVE
1_UI1.mzXML
LiLA
POSITIVE
1_UI2.mzXML
LiLA
POSITIVE
1_UI3.mzXML
LiLA
POSITIVE
1_UI4.mzXML
LiLA
POSITIVE
1_UI5.mzXML
LiLA
POSITIVE
1_UI6.mzXML
LiLA
POSITIVE
1_UT1.mzXML
LiLA
POSITIVE
1_UT2.mzXML
LiLA
POSITIVE
1_UT3.mzXML
LiLA
POSITIVE
1_UT4.mzXML
LiLA
POSITIVE
1_UT5.mzXML
LiLA
POSITIVE
1_UT6.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST002263
Initiating REDU-table generation for AN003696
Rest length is 23
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003697
Rest length is 23
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0001.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0002.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0003.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0004.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0005.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0006.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0007.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0008.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0009.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0010.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0011.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0012.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0013.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0014.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0015.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 709/3150 [43:41<1:47:43,  2.65s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 711/3150 [43:46<1:43:54,  2.56s/it]
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0016.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0017.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0018.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0019.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0020.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0021.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0022.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Neg_1_MSA0023.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0001.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0002.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0003.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0004.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0005.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0006.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0007.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0008.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0009.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0010.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0011.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0012.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0013.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0014.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0015.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0016.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0017.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0018.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0019.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0020.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0021.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0022.raw
MetabolomicsWorkbenchUpload
metaboproj_162_20211103_Pos_1_MSA0023.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 46 rows!
Extracted information for 46 samples.
Processing  ST003221
No raw data detected. Ignoring ST003221
Processing  ST003501
Initiating REDU-table generation for AN005746
Rest length is 29
raw file key found.
Initiating REDU-table generation for AN005747
Rest length is 29
raw file key found.
Initiating REDU-table generation for AN005748
Rest length is 29
raw file key found.
Initiating REDU-table generation for AN005749
Rest length is 29
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20220209_BL_HEX-000330_Lipid_Pos_002.mzML
20220209_BL_HEX-000330_Lipid_Pos_003.mzML
20220209_BL_HEX-000330_Lipid_Pos_004.mzML
20220209_BL_HEX-000330_Lipid_Pos_005.mzML
20220209_BL_HEX-000330_Lipid_Pos_006.mzML
20220209_BL_HEX-000330_Lipid_Pos_007.mzML
20220209_BL_HEX-000330_Lipid_Pos_008.mzML
20220209_BL_HEX-000330_Lipid_Pos_009.mzML
20220209_BL_HEX-000330_Lipid_Pos_010.mzML
20220209_BL_HEX-000330_Lipid_Pos_011.mzML
20220209_BL_HEX-000330_Lipid_Pos_012.mzML
20220209_BL_HEX-000330_Lipid_Pos_013.mzML
20220209_BL_HEX-000330_Lipid_Pos_014.mzML
20220209_BL_HEX-000330_Lipid_Pos_015.mzML
20220209_BL_HEX-000330_Lipid_Pos_016.mzML
20220209_BL_HEX-000330_Lipid_Pos_017.mzML
20220209_BL_HEX-000330_Lipid_Pos_018.mzML
20220209_BL_HEX-000330_Lipid_Pos_019.mzML
20220209_BL_HEX-000330_Lipid_Pos_020.mzML
20220209_BL_HEX-000330_Lipid_Pos_021.mzML
20220209_BL_HEX-000330_Lipid_Pos_022.mzML
20220209_BL_HEX-000330_Lipid_Pos_023.mzML
20220209_BL_HEX-000330_Lipid_Pos_024.mzML
20220209_BL_HEX-000330_Lipid_Pos_025.mzML
20220209_BL_HEX-000330_Lipid_Pos_026.mzML
20220209_BL_HEX-000330_Lipid_Pos_027.mzML
20220209_BL_HEX-000330_Lipid_Pos_028.mzML
20220209_BL_HEX-000330_Lipid_Pos_029.mzML
20220209_BL_HEX-000330_Lipid_Pos_030.mzML
20220209_BL_HEX-000330_Met_Pos_002.mzML
20220209_BL_HEX-000330_Met_Pos_003.mzML
20220209_BL_HEX-000330_Met_Pos_004.mzML
20220209_BL_HEX-000330_Met_Pos_005.mzML
20220209_BL_HEX-000330_Met_Pos_006.mzML
20220209_BL_HEX-000330_Met_Pos_007.mzML
20220209_BL_HEX-000330_Met_Pos_008.mzML
20220209_BL_HEX-000330_Met_Pos_009.mzML
20220209_BL_HEX-000330_Met_Pos_010.mzML
20220209_BL_HEX-000330_Met_Pos_011.mzML
20220209_BL_HEX-000330_Met_Pos_012.mzML
20220209_BL_HEX-000330_Met_Pos_013.mzML
20220209_BL_HEX-000330_Met_Pos_014.mzML
20220209_BL_HEX-000330_Met_Pos_015.mzML
20220209_BL_HEX-000330_Met_Pos_016.mzML
20220209_BL_HEX-000330_Met_Pos_017.mzML
20220209_BL_HEX-000330_Met_Pos_018.mzML
20220209_BL_HEX-000330_Met_Pos_019.mzML
20220209_BL_HEX-000330_Met_Pos_020.mzML
20220209_BL_HEX-000330_Met_Pos_021.mzML
20220209_BL_HEX-000330_Met_Pos_022.mzML
20220209_BL_HEX-000330_Met_Pos_023.mzML
20220209_BL_HEX-000330_Met_Pos_024.mzML
20220209_BL_HEX-000330_Met_Pos_025.mzML
20220209_BL_HEX-000330_Met_Pos_026.mzML
20220209_BL_HEX-000330_Met_Pos_027.mzML
20220209_BL_HEX-000330_Met_Pos_028.mzML
20220209_BL_HEX-000330_Met_Pos_029.mzML
20220209_BL_HEX-000330_Met_Pos_030.mzML
20220211_BL_HEX-000330_Met_Neg_002.mzML
20220211_BL_HEX-000330_Met_Neg_003.mzML
20220211_BL_HEX-000330_Met_Neg_004.mzML
20220211_BL_HEX-000330_Met_Neg_005.mzML
20220211_BL_HEX-000330_Met_Neg_006.mzML
20220211_BL_HEX-000330_Met_Neg_007.mzML
20220211_BL_HEX-000330_Met_Neg_008.mzML
20220211_BL_HEX-000330_Met_Neg_009.mzML
20220211_BL_HEX-000330_Met_Neg_010.mzML
20220211_BL_HEX-000330_Met_Neg_011.mzML
20220211_BL_HEX-000330_Met_Neg_012.mzML
20220211_BL_HEX-000330_Met_Neg_013.mzML
20220211_BL_HEX-000330_Met_Neg_014.mzML
20220211_BL_HEX-000330_Met_Neg_015.mzML
20220211_BL_HEX-000330_Met_Neg_016.mzML
20220211_BL_HEX-000330_Met_Neg_017.mzML
20220211_BL_HEX-000330_Met_Neg_018.mzML
20220211_BL_HEX-000330_Met_Neg_019.mzML
20220211_BL_HEX-000330_Met_Neg_020.mzML
20220211_BL_HEX-000330_Met_Neg_021.mzML
20220211_BL_HEX-000330_Met_Neg_022.mzML
20220211_BL_HEX-000330_Met_Neg_023.mzML
20220211_BL_HEX-000330_Met_Neg_024.mzML
20220211_BL_HEX-000330_Met_Neg_025.mzML
20220211_BL_HEX-000330_Met_Neg_026.mzML
20220211_BL_HEX-000330_Met_Neg_027.mzML
20220211_BL_HEX-000330_Met_Neg_028.mzML
20220211_BL_HEX-000330_Met_Neg_029.mzML
20220211_BL_HEX-000330_Met_Neg_030.mzML
20220324_BL_HEX-000330_TGs_Pos_001.mzML
20220324_BL_HEX-000330_TGs_Pos_002.mzML
20220324_BL_HEX-000330_TGs_Pos_003.mzML
20220324_BL_HEX-000330_TGs_Pos_004.mzML
20220324_BL_HEX-000330_TGs_Pos_005.mzML
20220324_BL_HEX-000330_TGs_Pos_006.mzML
20220324_BL_HEX-000330_TGs_Pos_007.mzML
20220324_BL_HEX-000330_TGs_Pos_008.mzML
20220324_BL_HEX-000330_TGs_Pos_009.mzML
20220324_BL_HEX-000330_TGs_Pos_010.mzML
20220324_BL_HEX-000330_TGs_Pos_011.mzML
20220324_BL_HEX-000330_TGs_Pos_012.mzML
20220324_BL_HEX-000330_TGs_Pos_013.mzML
20220324_BL_HEX-000330_TGs_Pos_014.mzML
20220324_BL_HEX-000330_TGs_Pos_015.mzML
20220324_BL_HEX-000330_TGs_Pos_016.mzML
20220324_BL_HEX-000330_TGs_Pos_017.mzML
20220324_BL_HEX-000330_TGs_Pos_018.mzML
20220324_BL_HEX-000330_TGs_Pos_019.mzML
20220324_BL_HEX-000330_TGs_Pos_020.mzML
20220324_BL_HEX-000330_TGs_Pos_021.mzML
20220324_BL_HEX-000330_TGs_Pos_022.mzML
20220324_BL_HEX-000330_TGs_Pos_023.mzML
20220324_BL_HEX-000330_TGs_Pos_024.mzML
20220324_BL_HEX-000330_TGs_Pos_025.mzML
20220324_BL_HEX-000330_TGs_Pos_026.mzML
20220324_BL_HEX-000330_TGs_Pos_027.mzML
20220324_BL_HEX-000330_TGs_Pos_028.mzML
20220324_BL_HEX-000330_TGs_Pos_029.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST000701
No raw data detected. Ignoring ST000701
Processing  ST002727
Initiating REDU-table generation for AN004420
Rest length is 32
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/32 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 32/32 [00:00<00:00, 392.53it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004421
Rest length is 32
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/32 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 32/32 [00:00<00:00, 390.74it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 713/3150 [43:49<1:30:26,  2.23s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Liver
Neg
F2-94-61-.raw
Liver
Neg
F2-94-62-.raw
Liver
Neg
F2-94-63-.raw
Liver
Neg
F2-94-64-.raw
Liver
Neg
F2-94-65-.raw
Liver
Neg
F2-94-66-.raw
Liver
Neg
F2-94-67-.raw
Liver
Neg
F2-94-68-.raw
Liver
Neg
F2-94-69-.raw
Liver
Neg
F2-94-70-.raw
Liver
Neg
F2-94-71-.raw
Liver
Neg
F2-94-72-.raw
Liver
Neg
F2-94-73-.raw
Liver
Neg
F2-94-74-.raw
Liver
Neg
F2-94-75-.raw
Liver
Neg
F2-94-76-.raw
Liver
Neg
F2-94-77-.raw
Liver
Neg
F2-94-78-.raw
Liver
Neg
F2-94-79-.raw
Liver
Neg
F2-94-80-.raw
Liver
Neg
F2-94-81-.raw
Liver
Neg
F2-94-82-.raw
Liver
Neg
F2-94-83-.raw
Liver
Neg
F2-94-84-.raw
Liver
Neg
F2-94-85-.raw
Liver
Neg
F2-94-86-.raw
Liver
Neg
F2-94-87-.raw
Liver
Neg
F2-94-88-.raw
Liver
Neg
F2-94-89-.raw
Liver
Neg
F2-94-90-.raw
Liver
Neg
F2-94-91-.raw
Liver
Neg
F2-94-92-.raw
Liver
Pos
F2-94-61+.raw
Liver
Pos
F2-94-62+.raw
Liver
Pos
F2-94-63+.raw
Liver
Pos
F2-94-64+.raw
Liver
Pos
F2-94-65+.raw
Liver
Pos
F2-94-66+.raw
Liver
Pos
F2-94-67+.raw
Liver
Pos
F2-94-68+.raw
Liver
Pos
F2-94-69+.raw
Liver
Pos
F2-94-70+.raw
Liver
Pos
F2-94-71+.raw
Liver
Pos
F2-94-72+.raw
Liver
Pos
F2-94-73+.raw
Liver
Pos
F2-94-74+.raw
Liver
Pos
F2-94-75+.raw
Liver
Pos
F2-94-76+.raw
Liver
Pos
F2-94-77+.raw
Liver
Pos
F2-94-78+.raw
Liver
Pos
F2-94-79+.raw
Liver
Pos
F2-94-80+.raw
Liver
Pos
F2-94-81+.raw
Liver
Pos
F2-94-82+.raw
Liver
Pos
F2-94-83+.raw
Liver
Pos
F2-94-84+.raw
Liver
Pos
F2-94-85+.raw
Liver
Pos
F2-94-86+.raw
Liver
Pos
F2-94-87+.raw
Liver
Pos
F2-94-88+.raw
Liver
Pos
F2-94-89+.raw
Liver
Pos
F2-94-90+.raw
Liver
Pos
F2-94-91+.raw
Liver
Pos
F2-94-92+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST000904
Initiating REDU-table generation for AN001471
Rest length is 59
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/59 [00:00<?, ?it/s]

Mapping potential matches:  56%|█████▌    | 33/59 [00:00<00:00, 326.23it/s]
Mapping potential matches: 100%|██████████| 59/59 [00:00<00:00, 325.76it/s]

 23%|██▎       | 714/3150 [43:51<1:21:20,  2.00s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 717/3150 [43:54<1:02:58,  1.55s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001663
No raw data detected. Ignoring ST001663
Processing  ST002356
No raw data detected. Ignoring ST002356
Processing  ST003087
Initiating REDU-table generation for AN005048
Rest length is 9
raw file key found.
Initiating REDU-table generation for AN005049
Rest length is 9
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200923_QEf1_HILIC_CSF_Jin_BP373_mock.raw
20200924_QEF1_HILIC_CSFJinNew_BP374_mock_1.raw
20200924_QEF1_HILIC_CSFJinNew_BP375_treated_1.raw
20200924_QEF1_HILIC_CSFJinNew_BP376_treated_2.raw
20200924_QEF1_HILIC_CSFJinNew_BP377_mock_2.raw
20200924_QEF1_HILIC_CSFJinNew_BP378_mock_3.raw
20200924_QEF1_HILIC_CSFJinNew_BP379_treated_3.raw
20200924_QEF1_HILIC_CSFJinNew_BP380_treated_4.raw
20200924_QEF1_HILIC_CSFJinNew_BP381_mock.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST001053
No raw data detected. Ignoring ST001053
Processing  ST000286
Initiating REDU-table generation for AN000454
Rest length is 40
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/2 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 2/2 [00:00<00:00, 380.87it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000455
Rest length is 40
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/2 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 2/2 [00:00<00:00, 397.24it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 719/3150 [43:57<1:02:00,  1.53s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000286
Data
raw_files
neg
QE2_SBS_17_16[blank4]n.mzXML
ST000286
Data
raw_files
neg
QE2_SBS_17_20[6]n.mzXML
ST000286
Data
raw_files
neg
QE2_SBS_17_26[17]n.mzXML
ST000286
Data
raw_files
neg
QE2_SBS_17_6[16]n.mzXML
ST000286
Data
raw_files
pos
QE2_SBS_17_16[blank4]P.mzXML
ST000286
Data
raw_files
pos
QE2_SBS_17_20[6]P.mzXML
ST000286
Data
raw_files
pos
QE2_SBS_17_26[17]P.mzXML
ST000286
Data
raw_files
pos
QE2_SBS_17_6[16]P.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST001671
No raw data detected. Ignoring ST001671
Processing  ST002412
No raw data detected. Ignoring ST002412
Processing  ST001163
Initiating REDU-table generation for AN001923
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 342.40it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001924
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 342.02it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 722/3150 [44:00<54:46,  1.35s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 723/3150 [44:21<3:00:28,  4.46s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 725/3150 [44:24<2:22:34,  3.53s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw files
NEG
QE2_lm_7_Merritt_10[U41_B_1b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_10[U41_B_1b]n_dd.mzXML
raw files
NEG
QE2_lm_7_Merritt_11[U41_B_2b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_12[U44_A_1b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_12[U44_A_1b]n_dd.mzXML
raw files
NEG
QE2_lm_7_Merritt_13[U44_A_2b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_14[U44_A_3b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_15[U44_B_1b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_15[U44_B_1b]n_dd.mzXML
raw files
NEG
QE2_lm_7_Merritt_16[U44_B_2b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_1[U25_A_1b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_1[U25_A_1b]n_dd.mzXML
raw files
NEG
QE2_lm_7_Merritt_2[U25_A_2b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_3[U25_A_3b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_4[U25_B_1b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_4[U25_B_1b]n_dd.mzXML
raw files
NEG
QE2_lm_7_Merritt_5[U25_B_2b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_6[U41_A_1b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_6[U41_A_1b]n_dd.mzXML
raw files
NEG
QE2_lm_7_Merritt_7[U41_A_2b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_8[U41_A_3b]n.mzXML
raw files
NEG
QE2_lm_7_Merritt_9[U41_A_4b]n.mzXML
raw files
POS
QE2_lm_7_Merritt_10[U41_B_1b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_10[U41_B_1b]p_dd.mzXML
raw files
POS
QE2_lm_7_Merritt_11[U41_B_2b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_12[U44_A_1b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_12[U44_A_1b]p_dd.mzXML
raw files
POS
QE2_lm_7_Merritt_13[U44_A_2b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_14[U44_A_3b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_15[U44_B_1b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_15[U44_B_1b]p_dd.mzXML
raw files
POS
QE2_lm_7_Merritt_16[U44_B_2b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_1[U25_A_1b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_1[U25_A_1b]p_dd.mzXML
raw files
POS
QE2_lm_7_Merritt_2[U25_A_2b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_3[U25_A_3b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_4[U25_B_1b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_4[U25_B_1b]p_dd.mzXML
raw files
POS
QE2_lm_7_Merritt_5[U25_B_2b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_6[U41_A_1b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_6[U41_A_1b]p_dd.mzXML
raw files
POS
QE2_lm_7_Merritt_7[U41_A_2b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_8[U41_A_3b]p.mzXML
raw files
POS
QE2_lm_7_Merritt_9[U41_A_4b]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 44 rows!
Extracted information for 44 samples.
Processing  ST001184
Initiating REDU-table generation for AN001970
Rest length is 165
no raw file key found.
raw file key found.
Initiating REDU-table generation for AN001971
Rest length is 165
no raw file key found.
raw file key found.
Initiating REDU-table generation for AN001972
Rest length is 165
no raw file key found.
raw file key found.
Initiating REDU-table generation for AN001973
Rest length is 165
no raw file key found.
raw file key found.
Initiating REDU-table generation for AN001974
Rest length is 165
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Bryn_CA_v2
160627_Smp_10R1.mzXML
Bryn_CA_v2
160627_Smp_10R2.mzXML
Bryn_CA_v2
160627_Smp_10R3.mzXML
Bryn_CA_v2
160627_Smp_1R1.mzXML
Bryn_CA_v2
160627_Smp_1R2.mzXML
Bryn_CA_v2
160627_Smp_1R3.mzXML
Bryn_CA_v2
160627_Smp_2R1.mzXML
Bryn_CA_v2
160627_Smp_2R2.mzXML
Bryn_CA_v2
160627_Smp_2R3.mzXML
Bryn_CA_v2
160627_Smp_3R1.mzXML
Bryn_CA_v2
160627_Smp_3R2.mzXML
Bryn_CA_v2
160627_Smp_3R3.mzXML
Bryn_CA_v2
160627_Smp_4R1.mzXML
Bryn_CA_v2
160627_Smp_4R2.mzXML
Bryn_CA_v2
160627_Smp_4R3.mzXML
Bryn_CA_v2
160627_Smp_5R1.mzXML
Bryn_CA_v2
160627_Smp_5R2.mzXML
Bryn_CA_v2
160627_Smp_5R3.mzXML
Bryn_CA_v2
160627_Smp_6R1.mzXML
Bryn_CA_v2
160627_Smp_6R2.mzXML
Bryn_CA_v2
160627_Smp_6R3.mzXML
Bryn_CA_v2
160627_Smp_7R1.mzXML
Bryn_CA_v2
160627_Smp_7R2.mzXML
Bryn_CA_v2
160627_Smp_7R3.mzXML
Bryn_CA_v2
160627_Smp_8R1.mzXML
Bryn_CA_v2
160627_Smp_8R2.mzXML
Bryn_CA_v2
160627_Smp_8R3.mzXML
Bryn_CA_v2
160627_Smp_9R1.mzXML
Bryn_CA_v2
160627_Smp_9R2.mzXML
Bryn_CA_v2
160627_Smp_9R3.mzXML
Bryn_CA_v2
160705_Smp_11R1.mzXML
Bryn_CA_v2
160705_Smp_12R1.mzXML
Bryn_CA_v2
160705_Smp_12R2.mzXML
Bryn_CA_v2
160705_Smp_13R1.mzXML
Bryn_CA_v2
160705_Smp_13R2.mzXML
Bryn_CA_v2
160705_Smp_13R3.mzXML
Bryn_CA_v2
160705_Smp_14R1.mzXML
Bryn_CA_v2
160705_Smp_14R2.mzXML
Bryn_CA_v2
160705_Smp_15R1.mzXML
Bryn_CA_v2
160705_Smp_15R2.mzXML
Bryn_CA_v2
160705_Smp_15R3.mzXML
Bryn_CA_v2
160705_Smp_16R2.mzXML
Bryn_CA_v2
160705_Smp_16R3.mzXML
Bryn_CA_v2
160705_Smp_17R1.mzXML
Bryn_CA_v2
160705_Smp_17R2.mzXML
Bryn_CA_v2
160705_Smp_17R3.mzXML
Bryn_CA_v2
160705_Smp_18R1.mzXML
Bryn_CA_v2
160705_Smp_19R1.mzXML
Bryn_CA_v2
160705_Smp_19R2.mzXML
Bryn_CA_v2
160705_Smp_19R3.mzXML
Bryn_CA_v2
160705_Smp_20R1.mzXML
Bryn_CA_v2
160705_Smp_20R2.mzXML
Bryn_CA_v2
160705_Smp_20R3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 53
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001355
No raw data detected. Ignoring ST001355
Processing  ST001394
Initiating REDU-table generation for AN002332
Rest length is 42
raw file key found.
Initiating REDU-table generation for AN002333
Rest length is 42
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST001394
Crp_1.raw
ST001394
Crp_2.raw
ST001394
Crp_3.raw
ST001394
Crp_4.raw
ST001394
Crp_5.raw
ST001394
Crp_6.raw
ST001394
Evocrp1_1.raw
ST001394
Evocrp1_2.raw
ST001394
Evocrp1_3.raw
ST001394
Evocrp1_4.raw
ST001394
Evocrp1_5.raw
ST001394
Evocrp1_6.raw
ST001394
Evocrp2_1.raw
ST001394
Evocrp2_2.raw
ST001394
Evocrp2_3.raw
ST001394
Evocrp2_4.raw
ST001394
Evocrp2_5.raw
ST001394
Evocrp2_6.raw
ST001394
Evocrp3_1.raw
ST001394
Evocrp3_2.raw
ST001394
Evocrp3_3.raw
ST001394
Evocrp3_4.raw
ST001394
Evocrp3_5.raw
ST001394
Evocrp3_6.raw
ST001394
Evocrp4_1.raw
ST001394
Evocrp4_2.raw
ST001394
Evocrp4_3.raw
ST001394
Evocrp4_4.raw
ST001394
Evocrp4_5.raw
ST001394
Evocrp4_6.raw
ST001394
Evocrp5_1.raw
ST001394
Evocrp5_2.raw
ST001394
Evocrp5_3.raw
ST001394
Evocrp5_4.raw
ST001394
Evocrp5_5.raw
ST001394
Evocrp5_6.raw
ST001394
WT_1.raw
ST001394
WT_2.raw
ST001394
WT_3.raw
ST001394
WT_4.raw
ST001394
WT_5.raw
ST001394
WT_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 42 rows!
Extracted information for 42 samples.
Processing  ST001115
No raw data detected. Ignoring ST001115
Processing  ST001844
Initiating REDU-table generation for AN002987
Rest length is 61
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
373582 Valentina midici Raw HIlic files
Medici_B-0193_051_posHILIC__004.wiff
373582 Valentina midici Raw HIlic files
Medici_B-0254_048_posHILIC__021.wiff
373582 Valentina midici Raw HIlic files
Medici_B-0262_052_posHILIC__020.wiff
373582 Valentina midici Raw HIlic files
Medici_B-0269_057_posHILIC__007.wiff
373582 Valentina midici Raw HIlic files
Medici_B-0286_044_posHILIC__017.wiff
373582 Valentina midici Raw HIlic files
Medici_B-0945_053_posHILIC__019.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1148_055_posHILIC__006.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1156_059_posHILIC__010.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1184_054_posHILIC__003.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1297_041_posHILIC__023.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1342_050_posHILIC__008.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1371_056_posHILIC__014.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1405_058_posHILIC__016.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1432_060_posHILIC__011.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1441_049_posHILIC__015.wiff
373582 Valentina midici Raw HIlic files
Medici_B-1501_045_posHILIC__018.wiff
373582 Valentina midici Raw HIlic files/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 727/3150 [44:26<1:54:13,  2.83s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 728/3150 [44:29<1:57:28,  2.91s/it]
Medici_B-1513_047_posHILIC__022.wiff
373582 Valentina midici Raw HIlic files
Medici_BSU-0146_042_posHILIC__009.wiff
373582 Valentina midici Raw HIlic files
Medici_BSU-0187_046_posHILIC__002.wiff
373582 Valentina midici Raw HIlic files
Medici_BSU-0197_043_posHILIC__005.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_10_020_posHILIC__072.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_110_023_posHILIC__050.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_151_024_posHILIC__034.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_175_025_posHILIC__069.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_197_026_posHILIC__041.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_204_027_posHILIC__070.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_236_028_posHILIC__029.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_26_021_posHILIC__058.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_2_019_posHILIC__066.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_316_029_posHILIC__059.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_343_030_posHILIC__037.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_80_022_posHILIC__045.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_HC105_037_posHILIC__061.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_HC117_032_posHILIC__048.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_HC121_036_posHILIC__055.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_HC122_034_posHILIC__053.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_HC126_033_posHILIC__033.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_HC127_031_posHILIC__067.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_HC128_040_posHILIC__035.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_K10_039_posHILIC__032.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_K9_038_posHILIC__060.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_M2_035_posHILIC__044.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-0185_002_posHILIC__056.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-0320_009_posHILIC__065.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-0361_005_posHILIC__038.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-0432_003_posHILIC__062.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-0788_006_posHILIC__074.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-0796_015_posHILIC__046.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-1006_004_posHILIC__057.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-1010_010_posHILIC__043.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-2546_011_posHILIC__049.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-2546_011_posHILIC__049_reinject.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-3008_013_posHILIC__042.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-3011_017_posHILIC__031.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-3043_012_posHILIC__054.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-3182_008_posHILIC__071.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-3194_001_posHILIC__036.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-3200_014_posHILIC__068.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-3227_016_posHILIC__030.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-3242_018_posHILIC__047.wiff
373582 Valentina midici Raw HIlic files
Medici_plasma_P-3266_007_posHILIC__073.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 61 rows!
Extracted information for 61 samples.
Processing  ST003084
Initiating REDU-table generation for AN005042
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN005043
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP963.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP964.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP965.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP966.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP967.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP968.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP969.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP970.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP971.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP972.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST002244
Initiating REDU-table generation for AN003663
Rest length is 224
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003664
Rest length is 224
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Carrier_Negative_P-16.raw
Carrier_Negative_P-17.raw
Carrier_Negative_P-18.raw
Carrier_Negative_P-19.raw
Carrier_Negative_P-20.raw
Carrier_Negative_P-21.raw
Carrier_Negative_P-22.raw
Carrier_Negative_P-23.raw
Carrier_Negative_P-24.raw
Carrier_Negative_P-25.raw
Carrier_Negative_P-26.raw
Carrier_Positive_P-16.raw
Carrier_Positive_P-17.raw
Carrier_Positive_P-18.raw
Carrier_Positive_P-19.raw
Carrier_Positive_P-20.raw
Carrier_Positive_P-21.raw
Carrier_Positive_P-22.raw
Carrier_Positive_P-23.raw
Carrier_Positive_P-24.raw
Carrier_Positive_P-25.raw
Carrier_Positive_P-26.raw
Control_Negative_OP_14.raw
Control_Negative_OP_15.raw
Control_Negative_OP_16.raw
Control_Negative_OP_17.raw
Control_Negative_OP_18.raw
Control_Negative_OP_19.raw
Control_Negative_OP_35.raw
Control_Negative_OP_40.raw
Control_Negative_OP_41.raw
Control_Negative_OP_42.raw
Control_Negative_OP_8.raw
Control_Negative_OP_9.raw
Control_Negative_P-01.raw
Control_Negative_P-02.raw
Control_Negative_P-03.raw
Control_Negative_P-04.raw
Control_Negative_P-05.raw
Control_Negative_P-06.raw
Control_Negative_P-07.raw
Control_Negative_P-08.raw
Control_Negative_P-09.raw
Control_Negative_P-10.raw
Control_Negative_P-11.raw
Control_Negative_P-12.raw
Control_Negative_P-13.raw
Control_Negative_P-14.raw
Control_Positive_OP_14.raw
Control_Positive_OP_15.raw
Control_Positive_OP_16.raw
Control_Positive_OP_17.raw
Control_Positive_OP_18.raw
Control_Positive_OP_19.raw
Control_Positive_OP_35.raw
Control_Positive_OP_40.raw
Control_Positive_OP_41.raw
Control_Positive_OP_42.raw
Control_Positive_OP_8.raw
Control_Positive_OP_9.raw
Control_Positive_P-01.raw
Control_Positive_P-02.raw
Control_Positive_P-03.raw
Control_Positive_P-04.raw
Control_Positive_P-05.raw
Control_Positive_P-06.raw
Control_Positive_P-07.raw
Control_Positive_P-08.raw
Control_Positive_P-09.raw
Control_Positive_P-10.raw
Control_Positive_P-11.raw
Control_Positive_P-12.raw
Control_Positive_P-13.raw
Control_Positive_P-14.raw
Negative_QC_1.raw
Negative_QC_10.raw
Negative_QC_11.raw
Negative_QC_12.raw
Negative_QC_13.raw
Negative_QC_14.raw
Negative_QC_15.raw
Negative_QC_16.raw
Negative_QC_2.raw
Negative_QC_3.raw
Negative_QC_4.raw
Negative_QC_5.raw
Negative_QC_6.raw
Negative_QC_7.raw
Negative_QC_8.raw
Negative_QC_9.raw
Patient_Negative_OP_1.raw
Patient_Negative_OP_10.raw
Patient_Negative_OP_12.raw
Patient_Negative_OP_13.raw
Patient_Negative_OP_2.raw
Patient_Negative_OP_20.raw
Patient_Negative_OP_22.raw
Patient_Negative_OP_23.raw
Patient_Negative_OP_24.raw
Patient_Negative_OP_25.raw
Patient_Negative_OP_26.raw
Patient_Negative_OP_27.raw
Patient_Negative_OP_28.raw
Patient_Negative_OP_29.raw
Patient_Negative_OP_3.raw
Patient_Negative_OP_30.raw
Patient_Negative_OP_31.raw
Patient_Negative_OP_32.raw
Patient_Negative_OP_33.raw
Patient_Negative_OP_34.raw
Patient_Negative_OP_37.raw
Patient_Negative_OP_39.raw
Patient_Negative_OP_4.raw
Patient_Negative_OP_5.raw
Patient_Negative_OP_6.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 729/3150 [44:34<2:12:48,  3.29s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 730/3150 [44:37<2:08:32,  3.19s/it]
Patient_Negative_OP_7.raw
Patient_Negative_P-27.raw
Patient_Negative_P-28.raw
Patient_Negative_P-29.raw
Patient_Negative_P-30.raw
Patient_Negative_P-31.raw
Patient_Negative_P-32.raw
Patient_Negative_P-33.raw
Patient_Negative_P-34.raw
Patient_Negative_P-35.raw
Patient_Negative_P-36.raw
Patient_Negative_P-37.raw
Patient_Negative_P-38.raw
Patient_Negative_P-39.raw
Patient_Negative_P-40.raw
Patient_Negative_P-41.raw
Patient_Negative_P-42.raw
Patient_Negative_P-43.raw
Patient_Negative_P-44.raw
Patient_Negative_P-45.raw
Patient_Negative_P-46.raw
Patient_Negative_P-47.raw
Patient_Negative_P-48.raw
Patient_Negative_P-49.raw
Patient_Negative_P-50.raw
Patient_Negative_P-51.raw
Patient_Negative_P-52.raw
Patient_Negative_P-53.raw
Patient_Negative_P-54.raw
Patient_Negative_P-55.raw
Patient_Negative_P-56.raw
Patient_Negative_P-57.raw
Patient_Negative_P-58.raw
Patient_Negative_P-59.raw
Patient_Positive_OP_1.raw
Patient_Positive_OP_10.raw
Patient_Positive_OP_12.raw
Patient_Positive_OP_13.raw
Patient_Positive_OP_2.raw
Patient_Positive_OP_20.raw
Patient_Positive_OP_22.raw
Patient_Positive_OP_23.raw
Patient_Positive_OP_24.raw
Patient_Positive_OP_25.raw
Patient_Positive_OP_26.raw
Patient_Positive_OP_27.raw
Patient_Positive_OP_28.raw
Patient_Positive_OP_29.raw
Patient_Positive_OP_3.raw
Patient_Positive_OP_30.raw
Patient_Positive_OP_31.raw
Patient_Positive_OP_32.raw
Patient_Positive_OP_33.raw
Patient_Positive_OP_34.raw
Patient_Positive_OP_37.raw
Patient_Positive_OP_39.raw
Patient_Positive_OP_4.raw
Patient_Positive_OP_5.raw
Patient_Positive_OP_6.raw
Patient_Positive_OP_7.raw
Patient_Positive_P-27.raw
Patient_Positive_P-28.raw
Patient_Positive_P-29.raw
Patient_Positive_P-30.raw
Patient_Positive_P-31.raw
Patient_Positive_P-32.raw
Patient_Positive_P-33.raw
Patient_Positive_P-34.raw
Patient_Positive_P-35.raw
Patient_Positive_P-36.raw
Patient_Positive_P-37.raw
Patient_Positive_P-38.raw
Patient_Positive_P-39.raw
Patient_Positive_P-40.raw
Patient_Positive_P-41.raw
Patient_Positive_P-42.raw
Patient_Positive_P-43.raw
Patient_Positive_P-44.raw
Patient_Positive_P-45.raw
Patient_Positive_P-46.raw
Patient_Positive_P-47.raw
Patient_Positive_P-48.raw
Patient_Positive_P-49.raw
Patient_Positive_P-50.raw
Patient_Positive_P-51.raw
Patient_Positive_P-52.raw
Patient_Positive_P-53.raw
Patient_Positive_P-54.raw
Patient_Positive_P-55.raw
Patient_Positive_P-56.raw
Patient_Positive_P-57.raw
Patient_Positive_P-58.raw
Patient_Positive_P-59.raw
Positive_QC_1.raw
Positive_QC_10.raw
Positive_QC_11.raw
Positive_QC_12.raw
Positive_QC_13.raw
Positive_QC_14.raw
Positive_QC_15.raw
Positive_QC_16.raw
Positive_QC_2.raw
Positive_QC_3.raw
Positive_QC_4.raw
Positive_QC_5.raw
Positive_QC_6.raw
Positive_QC_7.raw
Positive_QC_8.raw
Positive_QC_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 224 rows!
Extracted information for 224 samples.
Processing  ST001720
Initiating REDU-table generation for AN002803
Rest length is 81
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Abdel-Mohsen_01.raw
Abdel-Mohsen_04.raw
Abdel-Mohsen_06.raw
Abdel-Mohsen_09.raw
Abdel-Mohsen_10.raw
Abdel-Mohsen_13.raw
Abdel-Mohsen_16.raw
Abdel-Mohsen_17.raw
Abdel-Mohsen_20.raw
Abdel-Mohsen_23.raw
Abdel-Mohsen_QC1-FullMS-2.raw
Abdel-Mohsen_QC1-FullMS-3.raw
Abdel-Mohsen_QC1-FullMS-4.raw
Abdel-Mohsen_QC1-FullMS-5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST003286
No raw data detected. Ignoring ST003286
Processing  ST003527
Initiating REDU-table generation for AN005792
Rest length is 47
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005793
Rest length is 47
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005794
Rest length is 47
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData_241020
FIA
MXP500F-0-5502_1046847448_03_0_1_1_00_1046847312.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_03_1_1_1_00_1046847312.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_04_0_1_1_00_1046847399.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_04_1_1_1_00_1046847399.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_05_0_1_1_00_1046841051.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_05_1_1_1_00_1046841051.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_06_0_1_1_00_1046841133.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_06_1_1_1_00_1046841133.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_07_0_1_1_00_1046843301.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_07_1_1_1_00_1046843301.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_08_0_1_1_00_1046843373.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_08_1_1_1_00_1046843373.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_15_0_1_1_00_1046847327.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_15_1_1_1_00_1046847327.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_16_0_1_1_00_1046847400.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_16_1_1_1_00_1046847400.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_17_0_1_1_00_1046841065.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_17_1_1_1_00_1046841065.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_18_0_1_1_00_1046841148.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_18_1_1_1_00_1046841148.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_20_0_1_1_00_1046843388.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_20_1_1_1_00_1046843388.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_27_0_1_1_00_1046847331.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_27_1_1_1_00_1046847331.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_28_0_1_1_00_1046840996.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_28_1_1_1_00_1046840996.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_29_0_1_1_00_1046841070.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_29_1_1_1_00_1046841070.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_30_0_1_1_00_1046841152.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_30_1_1_1_00_1046841152.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_31_0_1_1_00_1046843316.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_31_1_1_1_00_1046843316.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_32_0_1_1_00_1046843392.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_32_1_1_1_00_1046843392.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_39_0_1_1_00_1046847346.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_39_1_1_1_00_1046847346.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_40_0_1_1_00_1046841008.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_40_1_1_1_00_1046841008.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_41_0_1_1_00_1046841084.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_41_1_1_1_00_1046841084.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_42_0_1_1_00_1046841167.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_42_1_1_1_00_1046841167.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_43_0_1_1_00_1046843321.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_43_1_1_1_00_1046843321.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_44_0_1_1_00_1046843403.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_44_1_1_1_00_1046843403.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_50_0_1_1_00_1046847278.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_50_1_1_1_00_1046847278.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_51_0_1_1_00_1046847351.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_51_1_1_1_00_1046847351.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_52_0_1_1_00_1046841012.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_52_1_1_1_00_1046841012.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_53_0_1_1_00_1046841099.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_53_1_1_1_00_1046841099.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_54_0_1_1_00_1046841171.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_54_1_1_1_00_1046841171.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_55_0_1_1_00_1046843335.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_55_1_1_1_00_1046843335.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_62_0_1_1_00_1046847282.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_62_1_1_1_00_1046847282.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_63_0_1_1_00_1046847365.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_63_1_1_1_00_1046847365.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_64_0_1_1_00_1046841027.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_64_1_1_1_00_1046841027.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_65_0_1_1_00_1046841100.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_65_1_1_1_00_1046841100.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_66_0_1_1_00_1046843271.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_66_1_1_1_00_1046843271.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_67_0_1_1_00_1046843340.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_67_1_1_1_00_1046843340.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_74_0_1_1_00_1046847297.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_74_1_1_1_00_1046847297.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_75_0_1_1_00_1046847370.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_75_1_1_1_00_1046847370.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_76_0_1_1_00_1046841031.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_76_1_1_1_00_1046841031.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_77_0_1_1_00_1046841114.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_77_1_1_1_00_1046841114.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_78_0_1_1_00_1046843286.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_78_1_1_1_00_1046843286.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_79_0_1_1_00_1046843354.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_79_1_1_1_00_1046843354.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_86_0_1_1_00_1046847308.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_86_1_1_1_00_1046847308.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_87_0_1_1_00_1046847384.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_87_1_1_1_00_1046847384.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_88_0_1_1_00_1046841046.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_88_1_1_1_00_1046841046.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_89_0_1_1_00_1046841129.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_89_1_1_1_00_1046841129.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_90_0_1_1_00_1046843291.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_90_1_1_1_00_1046843291.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_91_0_1_1_00_1046843369.wiff
MyData_241020
FIA
MXP500F-0-5502_1046847448_91_1_1_1_00_1046843369.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_03_0_1_1_00_1046847312.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_03_1_1_1_00_1046847312.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_04_0_1_1_00_1046847399.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_04_1_1_1_00_1046847399.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_05_0_1_1_00_1046841051.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_05_1_1_1_00_1046841051.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_06_0_1_1_00_1046841133.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_06_1_1_1_00_1046841133.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_07_0_1_1_00_1046843301.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_07_1_1_1_00_1046843301.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_08_0_1_1_00_1046843373.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_08_1_1_1_00_1046843373.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_15_0_1_1_00_1046847327.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_15_1_1_1_00_1046847327.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_16_0_1_1_00_1046847400.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_16_1_1_1_00_1046847400.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_17_0_1_1_00_1046841065.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_17_1_1_1_00_1046841065.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_18_0_1_1_00_1046841148.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_18_1_1_1_00_1046841148.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_20_0_1_1_00_1046843388.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_20_1_1_1_00_1046843388.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_27_0_1_1_00_1046847331.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_27_1_1_1_00_1046847331.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_28_0_1_1_00_1046840996.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_28_1_1_1_00_1046840996.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_29_0_1_1_00_1046841070.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_29_1_1_1_00_1046841070.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_30_0_1_1_00_1046841152.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_30_1_1_1_00_1046841152.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_31_0_1_1_00_1046843316.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_31_1_1_1_00_1046843316.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_32_0_1_1_00_1046843392.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_32_1_1_1_00_1046843392.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_39_0_1_1_00_1046847346.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_39_1_1_1_00_1046847346.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_40_0_1_1_00_1046841008.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_40_1_1_1_00_1046841008.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_41_0_1_1_00_1046841084.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_41_1_1_1_00_1046841084.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_42_0_1_1_00_1046841167.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_42_1_1_1_00_1046841167.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_43_0_1_1_00_1046843321.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_43_1_1_1_00_1046843321.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_44_0_1_1_00_1046843403.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_44_1_1_1_00_1046843403.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_50_0_1_1_00_1046847278.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_50_1_1_1_00_1046847278.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_51_0_1_1_00_1046847351.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_51_1_1_1_00_1046847351.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_52_0_1_1_00_1046841012.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_52_1_1_1_00_1046841012.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_53_0_1_1_00_1046841099.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_53_1_1_1_00_1046841099.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_54_0_1_1_00_1046841171.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_54_1_1_1_00_1046841171.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_55_0_1_1_00_1046843335.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_55_1_1_1_00_1046843335.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_62_0_1_1_00_1046847282.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_62_1_1_1_00_1046847282.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_63_0_1_1_00_1046847365.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_63_1_1_1_00_1046847365.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_64_0_1_1_00_1046841027.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_64_1_1_1_00_1046841027.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_65_0_1_1_00_1046841100.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_65_1_1_1_00_1046841100.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_66_0_1_1_00_1046843271.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_66_1_1_1_00_1046843271.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_67_0_1_1_00_1046843340.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_67_1_1_1_00_1046843340.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_74_0_1_1_00_1046847297.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_74_1_1_1_00_1046847297.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_75_0_1_1_00_1046847370.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 732/3150 [44:43<2:01:52,  3.02s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 733/3150 [44:45<1:59:53,  2.98s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 23%|██▎       | 734/3150 [44:48<1:53:03,  2.81s/it]
MyData_241020
LCMS
MXP500L-0-5512_1046847433_75_1_1_1_00_1046847370.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_76_0_1_1_00_1046841031.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_76_1_1_1_00_1046841031.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_77_0_1_1_00_1046841114.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_77_1_1_1_00_1046841114.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_78_0_1_1_00_1046843286.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_78_1_1_1_00_1046843286.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_79_0_1_1_00_1046843354.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_79_1_1_1_00_1046843354.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_86_0_1_1_00_1046847308.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_86_1_1_1_00_1046847308.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_87_0_1_1_00_1046847384.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_87_1_1_1_00_1046847384.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_88_0_1_1_00_1046841046.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_88_1_1_1_00_1046841046.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_89_0_1_1_00_1046841129.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_89_1_1_1_00_1046841129.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_90_0_1_1_00_1046843291.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_90_1_1_1_00_1046843291.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_91_0_1_1_00_1046843369.wiff
MyData_241020
LCMS
MXP500L-0-5512_1046847433_91_1_1_1_00_1046843369.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 188 rows!
Extracted information for 188 samples.
Processing  ST001998
Initiating REDU-table generation for AN003259
Rest length is 9
raw file key found.
Initiating REDU-table generation for AN003260
Rest length is 9
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
4h ApoJ raw data
3 min positive
14.raw
4h ApoJ raw data
3 min positive
15.raw
4h ApoJ raw data
3 min positive
16.raw
4h ApoJ raw data
3 min positive
17.raw
4h ApoJ raw data
3 min positive
18.raw
4h ApoJ raw data
3 min positive
19.raw
4h ApoJ raw data
3 min positive
20.raw
4h ApoJ raw data
3 min positive
21.raw
4h ApoJ raw data
3 min positive
22.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST001034
Initiating REDU-table generation for AN001695
Rest length is 25
no raw file key found.
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
342470 raw files
170731dngsa01_2.cdf
342470 raw files
170731dngsa02_2.cdf
342470 raw files
170731dngsa03_2.cdf
342470 raw files
170731dngsa04_2.cdf
342470 raw files
170731dngsa05_2.cdf
342470 raw files
170731dngsa06_2.cdf
342470 raw files
170731dngsa07_2.cdf
342470 raw files
170731dngsa08_2.cdf
342470 raw files
170731dngsa09_2.cdf
342470 raw files
170731dngsa10_2.cdf
342470 raw files
170731dngsa11_2.cdf
342470 raw files
170731dngsa12_2.cdf
342470 raw files
170731dngsa13_2.cdf
342470 raw files
170731dngsa14_2.cdf
342470 raw files
170731dngsa15_2.cdf
342470 raw files
170731dngsa16_2.cdf
342470 raw files
170731dngsa17_2.cdf
342470 raw files
170731dngsa18_2.cdf
342470 raw files
170731dngsa19_2.cdf
342470 raw files
170731dngsa20_2.cdf
342470 raw files
170731dngsa21_2.cdf
342470 raw files
170731dngsa22_2.cdf
342470 raw files
170731dngsa23_2.cdf
342470 raw files
170731dngsa24_2.cdf
342470 raw files
170731dngsa25_2.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 25 rows!
Extracted information for 25 samples.
Processing  ST000274
No raw data detected. Ignoring ST000274
Processing  ST002502
Initiating REDU-table generation for AN004111
Rest length is 417
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Wright Teitelbaum IKIDS-LCMS-Untargeted
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Wright Teitelbaum IKIDS-LCMS-Untargeted
IKIDS_B_10.raw
Wright Teitelbaum IKIDS-LCMS-Untargeted
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Wright Teitelbaum IKIDS-LCMS-Untargeted
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Wright Teitelbaum IKIDS-LCMS-Untargeted
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Wright Teitelbaum IKIDS-LCMS-Untargeted
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Wright Teitelbaum IKIDS-LCMS-Untargeted
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Wright Teitelbaum IKIDS-LCMS-Untargeted
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Wright Teitelbaum IKIDS-LCMS-Untargeted
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Wright Teitelbaum IKIDS-LCMS-Untargeted
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Wright Teitelbaum IKIDS-LCMS-Untargeted
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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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Wright Teitelbaum IKIDS-LCMS-Untargeted
IKIDS_S_94.raw
Wright Teitelbaum IKIDS-LCMS-Untargeted
IKIDS_S_95.raw
Wright Teitelbaum IKIDS-LCMS-Untargeted
IKIDS_S_96.raw
Wright Teitelbaum IKIDS-LCMS-Untargeted
IKIDS_S_97.raw
Wright Teitelbaum IKIDS-LCMS-Untargeted
IKIDS_S_98.raw
Wright Teitelbaum IKIDS-LCMS-Untargeted
IKIDS_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 417 rows!
Extracted information for 417 samples.
Processing  ST002715
No raw data detected. Ignoring ST002715
Processing  ST002157
No raw data detected. Ignoring ST002157
Processing  ST000922
No raw data detected. Ignoring ST000922
Processing  ST001330
Initiating REDU-table generation for AN002216
Rest length is 40
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  55%|█████▌    | 22/40 [00:00<00:00, 219.78it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 218.00it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002217
Rest length is 40
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  57%|█████▊    | 23/40 [00:00<00:00, 220.41it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 219.16it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002218
Rest length is 40
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  57%|█████▊    | 23/40 [00:00<00:00, 221.99it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 221.80it/s]

 23%|██▎       | 740/3150 [44:55<1:03:19,  1.58s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▎       | 744/3150 [44:58<45:53,  1.14s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▎       | 745/3150 [45:01<1:00:25,  1.51s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001046
No raw data detected. Ignoring ST001046
Processing  ST001133
No raw data detected. Ignoring ST001133
Processing  ST000898
No raw data detected. Ignoring ST000898
Processing  ST002528
Initiating REDU-table generation for AN004162
Rest length is 7
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
TVT_Raw_submitted
20220131_QE1_JAB_Job2501_TIF_01.raw
TVT_Raw_submitted
20220131_QE1_JAB_Job2501_TIF_02.raw
TVT_Raw_submitted
20220131_QE1_JAB_Job2501_TIF_03.raw
TVT_Raw_submitted
20220202_QE1_JAB_Job2501_Tissue_01.raw
TVT_Raw_submitted
20220202_QE1_JAB_Job2501_Tissue_02.raw
TVT_Raw_submitted
20220202_QE1_JAB_Job2501_Tissue_03.raw
TVT_Raw_submitted
20220202_QE1_JAB_Job2501_Tissue_04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 7 rows!
Extracted information for 7 samples.
Processing  ST003162
Initiating REDU-table generation for AN005187
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005188
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005189
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005190
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CNS_HILIC_NEG_WT_1.mzML
CNS_HILIC_NEG_WT_2.mzML
CNS_HILIC_NEG_WT_3.mzML
CNS_HILIC_NEG_WT_4.mzML
CNS_HILIC_NEG_WT_5.mzML
CNS_HILIC_NEG_ifc_1.mzML
CNS_HILIC_NEG_ifc_2.mzML
CNS_HILIC_NEG_ifc_3.mzML
CNS_HILIC_NEG_ifc_4.mzML
CNS_HILIC_NEG_ifc_5.mzML
CNS_RPLC_POS_WT_1.mzML
CNS_RPLC_POS_WT_2.mzML
CNS_RPLC_POS_WT_3.mzML
CNS_RPLC_POS_WT_4.mzML
CNS_RPLC_POS_WT_5.mzML
CNS_RPLC_POS_ifc_1.mzML
CNS_RPLC_POS_ifc_2.mzML
CNS_RPLC_POS_ifc_3.mzML
CNS_RPLC_POS_ifc_4.mzML
CNS_RPLC_POS_ifc_5.mzML
WL_HILIC_NEG_WT_1.mzML
WL_HILIC_NEG_WT_2.mzML
WL_HILIC_NEG_WT_3.mzML
WL_HILIC_NEG_WT_4.mzML
WL_HILIC_NEG_WT_5.mzML
WL_HILIC_NEG_ifc_1.mzML
WL_HILIC_NEG_ifc_2.mzML
WL_HILIC_NEG_ifc_3.mzML
WL_HILIC_NEG_ifc_4.mzML
WL_HILIC_NEG_ifc_5.mzML
WL_RPLC_POS_WT_1.mzML
WL_RPLC_POS_WT_2.mzML
WL_RPLC_POS_WT_3.mzML
WL_RPLC_POS_WT_4.mzML
WL_RPLC_POS_WT_5.mzML
WL_RPLC_POS_ifc_1.mzML
WL_RPLC_POS_ifc_2.mzML
WL_RPLC_POS_ifc_3.mzML
WL_RPLC_POS_ifc_4.mzML
WL_RPLC_POS_ifc_5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST001298
Initiating REDU-table generation for AN002162
Rest length is 45
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 1PC KS BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 1PC KS BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 1PC KS BR1 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 1PC KS BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 1PC KS BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 1PC KS BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 1PC KS BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 1PC KS BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 1PC KS BR3 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 2-GENE BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 2-GENE BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 2-GENE BR1 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 2-GENE BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 2-GENE BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 2-GENE BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 2-GENE BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 2-GENE BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 2-GENE BR3 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 3-GENE BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 3-GENE BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 3-GENE BR1 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 3-GENE BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 3-GENE BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 3-GENE BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 3-GENE BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 3-GENE BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA2 and SA3
11801 SA2 3-GENE BR3 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 EP 1PC KS BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 EP 1PC KS BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 EP 1PC KS BR1 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 EP 1PC KS BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 EP 1PC KS BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 EP 1PC KS BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 EP 1PC KS BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 EP 1PC KS BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 EP 1PC KS BR3 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 SBPase EP 1PC KS BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 SBPase EP 1PC KS BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 SBPase EP 1PC KS BR1 IS IDA-3.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▎       | 746/3150 [45:04<1:08:43,  1.72s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 749/3150 [45:09<1:06:02,  1.65s/it]
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 SBPase EP 1PC KS BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 SBPase EP 1PC KS BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 SBPase EP 1PC KS BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 SBPase EP 1PC KS BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 SBPase EP 1PC KS BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Succinate Producers
Wild type_SA7
11801 SBPase EP 1PC KS BR3 IS IDA-3.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST001023
No raw data detected. Ignoring ST001023
Processing  ST001775
No raw data detected. Ignoring ST001775
Processing  ST003362
Initiating REDU-table generation for AN005504
Rest length is 28
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005505
Rest length is 28
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005506
Rest length is 28
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005507
Rest length is 28
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005508
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Mydata
LCFA_Control_1.mzML
Mydata
LCFA_Control_2.mzML
Mydata
LCFA_Control_3.mzML
Mydata
LCFA_Control_4.mzML
Mydata
LCFA_Pimozide_1.mzML
Mydata
LCFA_Pimozide_2.mzML
Mydata
LCFA_Pimozide_3.mzML
Mydata
LCFA_Pimozide_4.mzML
Mydata
U251_Control_1_NEG.mzML
Mydata
U251_Control_1_POS.mzML
Mydata
U251_Control_2_NEG.mzML
Mydata
U251_Control_2_POS.mzML
Mydata
U251_Control_3_NEG.mzML
Mydata
U251_Control_3_POS.mzML
Mydata
U251_Control_4_NEG.mzML
Mydata
U251_Control_4_POS.mzML
Mydata
U251_Pimozide_1_NEG.mzML
Mydata
U251_Pimozide_1_POS.mzML
Mydata
U251_Pimozide_2_NEG.mzML
Mydata
U251_Pimozide_2_POS.mzML
Mydata
U251_Pimozide_3_NEG.mzML
Mydata
U251_Pimozide_3_POS.mzML
Mydata
U251_Pimozide_4_NEG.mzML
Mydata
U251_Pimozide_4_POS.mzML
Mydata
U251_UNLABELED_NEG.mzML
Mydata
U251_UNLABELED_NEG_2.mzML
Mydata
U251_UNLABELED_POS.mzML
Mydata
U251_UNLABELED_POS_2.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST003338
Initiating REDU-table generation for AN005470
Rest length is 1416
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005471
Rest length is 1416
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MCF001777_JV01_P3-A-1_1_28155.mzML
MCF001777_JV01_P3-A-1_1_28156.mzML
MCF001777_JV01_P3-A-1_1_28157.mzML
MCF001777_JV01_P3-A-1_1_28527.mzML
MCF001777_JV01_P3-A-1_1_28528.mzML
MCF001777_JV01_P3-A-1_1_28529.mzML
MCF001777_JV01_P5-A-1_1_28903.mzML
MCF001777_JV01_P5-A-1_1_28904.mzML
MCF001777_JV01_P5-A-1_1_28905.mzML
MCF001777_JV01_P5-A-1_1_29275.mzML
MCF001777_JV01_P5-A-1_1_29276.mzML
MCF001777_JV01_P5-A-1_1_29277.mzML
MCF001777_JV02_P3-A-2_1_27950.mzML
MCF001777_JV02_P3-A-2_1_27951.mzML
MCF001777_JV02_P3-A-2_1_27952.mzML
MCF001777_JV02_P3-A-2_1_28322.mzML
MCF001777_JV02_P3-A-2_1_28323.mzML
MCF001777_JV02_P3-A-2_1_28324.mzML
MCF001777_JV02_P5-A-2_1_28698.mzML
MCF001777_JV02_P5-A-2_1_28699.mzML
MCF001777_JV02_P5-A-2_1_28700.mzML
MCF001777_JV02_P5-A-2_1_29070.mzML
MCF001777_JV02_P5-A-2_1_29071.mzML
MCF001777_JV02_P5-A-2_1_29072.mzML
MCF001777_JV03_P3-A-3_1_27845.mzML
MCF001777_JV03_P3-A-3_1_27846.mzML
MCF001777_JV03_P3-A-3_1_27847.mzML
MCF001777_JV03_P3-A-3_1_28217.mzML
MCF001777_JV03_P3-A-3_1_28218.mzML
MCF001777_JV03_P3-A-3_1_28219.mzML
MCF001777_JV03_P5-A-3_1_28593.mzML
MCF001777_JV03_P5-A-3_1_28594.mzML
MCF001777_JV03_P5-A-3_1_28595.mzML
MCF001777_JV03_P5-A-3_1_28965.mzML
MCF001777_JV03_P5-A-3_1_28966.mzML
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MCF001777_JV89_P3-H-5_1_28448.mzML
MCF001777_JV89_P5-H-5_1_28822.mzML
MCF001777_JV89_P5-H-5_1_28823.mzML
MCF001777_JV89_P5-H-5_1_28824.mzML
MCF001777_JV89_P5-H-5_1_29194.mzML
MCF001777_JV89_P5-H-5_1_29195.mzML
MCF001777_JV89_P5-H-5_1_29196.mzML
MCF001777_JV90_P3-H-6_1_27922.mzML
MCF001777_JV90_P3-H-6_1_27923.mzML
MCF001777_JV90_P3-H-6_1_27924.mzML
MCF001777_JV90_P3-H-6_1_28294.mzML
MCF001777_JV90_P3-H-6_1_28295.mzML
MCF001777_JV90_P3-H-6_1_28296.mzML
MCF001777_JV90_P5-H-6_1_28670.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 750/3150 [45:24<2:32:20,  3.81s/it]
 24%|██▍       | 754/3150 [45:24<1:19:22,  1.99s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 756/3150 [45:26<1:11:17,  1.79s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 757/3150 [45:27<1:05:19,  1.64s/it]
MCF001777_JV90_P5-H-6_1_28671.mzML
MCF001777_JV90_P5-H-6_1_28672.mzML
MCF001777_JV90_P5-H-6_1_29042.mzML
MCF001777_JV90_P5-H-6_1_29043.mzML
MCF001777_JV90_P5-H-6_1_29044.mzML
MCF001777_JV91_P3-H-7_1_27913.mzML
MCF001777_JV91_P3-H-7_1_27914.mzML
MCF001777_JV91_P3-H-7_1_27915.mzML
MCF001777_JV91_P3-H-7_1_28285.mzML
MCF001777_JV91_P3-H-7_1_28286.mzML
MCF001777_JV91_P3-H-7_1_28287.mzML
MCF001777_JV91_P5-H-7_1_28661.mzML
MCF001777_JV91_P5-H-7_1_28662.mzML
MCF001777_JV91_P5-H-7_1_28663.mzML
MCF001777_JV91_P5-H-7_1_29033.mzML
MCF001777_JV91_P5-H-7_1_29034.mzML
MCF001777_JV91_P5-H-7_1_29035.mzML
MCF001777_JV92_P3-H-8_1_27956.mzML
MCF001777_JV92_P3-H-8_1_27957.mzML
MCF001777_JV92_P3-H-8_1_27958.mzML
MCF001777_JV92_P3-H-8_1_28328.mzML
MCF001777_JV92_P3-H-8_1_28329.mzML
MCF001777_JV92_P3-H-8_1_28330.mzML
MCF001777_JV92_P5-H-8_1_28704.mzML
MCF001777_JV92_P5-H-8_1_28705.mzML
MCF001777_JV92_P5-H-8_1_28706.mzML
MCF001777_JV92_P5-H-8_1_29076.mzML
MCF001777_JV92_P5-H-8_1_29077.mzML
MCF001777_JV92_P5-H-8_1_29078.mzML
MCF001777_JV93_P3-H-9_1_28046.mzML
MCF001777_JV93_P3-H-9_1_28047.mzML
MCF001777_JV93_P3-H-9_1_28048.mzML
MCF001777_JV93_P3-H-9_1_28418.mzML
MCF001777_JV93_P3-H-9_1_28419.mzML
MCF001777_JV93_P3-H-9_1_28420.mzML
MCF001777_JV93_P5-H-9_1_28794.mzML
MCF001777_JV93_P5-H-9_1_28795.mzML
MCF001777_JV93_P5-H-9_1_28796.mzML
MCF001777_JV93_P5-H-9_1_29166.mzML
MCF001777_JV93_P5-H-9_1_29167.mzML
MCF001777_JV93_P5-H-9_1_29168.mzML
MCF001777_JV94_P3-H-10_1_28058.mzML
MCF001777_JV94_P3-H-10_1_28059.mzML
MCF001777_JV94_P3-H-10_1_28060.mzML
MCF001777_JV94_P3-H-10_1_28430.mzML
MCF001777_JV94_P3-H-10_1_28431.mzML
MCF001777_JV94_P3-H-10_1_28432.mzML
MCF001777_JV94_P5-H-10_1_28806.mzML
MCF001777_JV94_P5-H-10_1_28807.mzML
MCF001777_JV94_P5-H-10_1_28808.mzML
MCF001777_JV94_P5-H-10_1_29178.mzML
MCF001777_JV94_P5-H-10_1_29179.mzML
MCF001777_JV94_P5-H-10_1_29180.mzML
MCF001777_JV95_P3-H-11_1_28024.mzML
MCF001777_JV95_P3-H-11_1_28025.mzML
MCF001777_JV95_P3-H-11_1_28026.mzML
MCF001777_JV95_P3-H-11_1_28396.mzML
MCF001777_JV95_P3-H-11_1_28397.mzML
MCF001777_JV95_P3-H-11_1_28398.mzML
MCF001777_JV95_P5-H-11_1_28772.mzML
MCF001777_JV95_P5-H-11_1_28773.mzML
MCF001777_JV95_P5-H-11_1_28774.mzML
MCF001777_JV95_P5-H-11_1_29144.mzML
MCF001777_JV95_P5-H-11_1_29145.mzML
MCF001777_JV95_P5-H-11_1_29146.mzML
MCF001777_JV96_P3-H-12_1_28111.mzML
MCF001777_JV96_P3-H-12_1_28112.mzML
MCF001777_JV96_P3-H-12_1_28113.mzML
MCF001777_JV96_P3-H-12_1_28483.mzML
MCF001777_JV96_P3-H-12_1_28484.mzML
MCF001777_JV96_P3-H-12_1_28485.mzML
MCF001777_JV96_P5-H-12_1_28859.mzML
MCF001777_JV96_P5-H-12_1_28860.mzML
MCF001777_JV96_P5-H-12_1_28861.mzML
MCF001777_JV96_P5-H-12_1_29231.mzML
MCF001777_JV96_P5-H-12_1_29232.mzML
MCF001777_JV96_P5-H-12_1_29233.mzML
MCF001777_JV97_P4-A-1_1_28003.mzML
MCF001777_JV97_P4-A-1_1_28004.mzML
MCF001777_JV97_P4-A-1_1_28005.mzML
MCF001777_JV97_P4-A-1_1_28375.mzML
MCF001777_JV97_P4-A-1_1_28376.mzML
MCF001777_JV97_P4-A-1_1_28377.mzML
MCF001777_JV97_P6-A-1_1_28751.mzML
MCF001777_JV97_P6-A-1_1_28752.mzML
MCF001777_JV97_P6-A-1_1_28753.mzML
MCF001777_JV97_P6-A-1_1_29123.mzML
MCF001777_JV97_P6-A-1_1_29124.mzML
MCF001777_JV97_P6-A-1_1_29125.mzML
MCF001777_JV98_P4-A-2_1_27972.mzML
MCF001777_JV98_P4-A-2_1_27973.mzML
MCF001777_JV98_P4-A-2_1_27974.mzML
MCF001777_JV98_P4-A-2_1_28344.mzML
MCF001777_JV98_P4-A-2_1_28345.mzML
MCF001777_JV98_P4-A-2_1_28346.mzML
MCF001777_JV98_P6-A-2_1_28720.mzML
MCF001777_JV98_P6-A-2_1_28721.mzML
MCF001777_JV98_P6-A-2_1_28722.mzML
MCF001777_JV98_P6-A-2_1_29092.mzML
MCF001777_JV98_P6-A-2_1_29093.mzML
MCF001777_JV98_P6-A-2_1_29094.mzML
MCF001777_JV99_P4-A-3_1_27938.mzML
MCF001777_JV99_P4-A-3_1_27939.mzML
MCF001777_JV99_P4-A-3_1_27940.mzML
MCF001777_JV99_P4-A-3_1_28310.mzML
MCF001777_JV99_P4-A-3_1_28311.mzML
MCF001777_JV99_P4-A-3_1_28312.mzML
MCF001777_JV99_P6-A-3_1_28686.mzML
MCF001777_JV99_P6-A-3_1_28687.mzML
MCF001777_JV99_P6-A-3_1_28688.mzML
MCF001777_JV99_P6-A-3_1_29058.mzML
MCF001777_JV99_P6-A-3_1_29059.mzML
MCF001777_JV99_P6-A-3_1_29060.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1416 rows!
Extracted information for 1416 samples.
Processing  ST003309
No raw data detected. Ignoring ST003309
Processing  ST000715
No raw data detected. Ignoring ST000715
Processing  ST000440
No raw data detected. Ignoring ST000440
Processing  ST000520
No raw data detected. Ignoring ST000520
Processing  ST001057
Initiating REDU-table generation for AN001726
Rest length is 40
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data Upload_Metabolomics Workbench
PCC 7002_Method 2B-0.4M NH4OH
PCC 7002_Method 2B_0.4M NH4OH_Rep 1.wiff
Data Upload_Metabolomics Workbench
PCC 7002_Method 2B-0.4M NH4OH
PCC 7002_Method 2B_0.4M NH4OH_Rep 2.wiff
Data Upload_Metabolomics Workbench
PCC 7002_Method 2B-0.4M NH4OH
PCC 7002_Method 2B_0.4M NH4OH_Rep 3.wiff
Data Upload_Metabolomics Workbench
PCC 7002_Method 2B-0.4M NH4OH
PCC 7002_Method 2B_0.4M NH4OH_Rep 4.wiff
Data Upload_Metabolomics Workbench
PCC 7942_Method 2B-0.4M NH4OH
PCC 7942_Method 2B_0.4M NH4OH_Rep 1.wiff
Data Upload_Metabolomics Workbench
PCC 7942_Method 2B-0.4M NH4OH
PCC 7942_Method 2B_0.4M NH4OH_Rep 2.wiff
Data Upload_Metabolomics Workbench
PCC 7942_Method 2B-0.4M NH4OH
PCC 7942_Method 2B_0.4M NH4OH_Rep 3.wiff
Data Upload_Metabolomics Workbench
PCC 7942_Method 2B-0.4M NH4OH
PCC 7942_Method 2B_0.4M NH4OH_Rep 4.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST001905
No raw data detected. Ignoring ST001905
Processing  ST002398
Initiating REDU-table generation for AN003905
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
Processing  ST000309
No raw data detected. Ignoring ST000309
Processing  ST002548
Initiating REDU-table generation for AN004195
Rest length is 385
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004196
Rest length is 385
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
EFOx
20210223_001_blank-pos.mzML
EFOx
20210223_002_blank-neg.mzML
EFOx
20210223_003_SRM1950-pos.mzML
EFOx
20210223_004_SRM1950-neg.mzML
EFOx
20210223_005_QC-pos.mzML
EFOx
20210223_006_QC-neg.mzML
EFOx
20210223_007_SRM1950-pos.mzML
EFOx
20210223_008_SRM1950-neg.mzML
EFOx
20210223_009_QC-pos.mzML
EFOx
20210223_010_QC-neg.mzML
EFOx
20210223_011_SRM1950-pos.mzML
EFOx
20210223_012_SRM1950-neg.mzML
EFOx
20210223_013_QC-pos.mzML
EFOx
20210223_014_QC-neg.mzML
EFOx
20210223_015_QC_ddMS2-pos.mzML
EFOx
20210223_016_QC_ddMS2-neg.mzML
EFOx
20210223_017_QC_ddMS2_EX-pos.mzML
EFOx
20210223_018_QC_ddMS2_EX-neg.mzML
EFOx
20210223_019_SRM1950_ddMS2-pos.mzML
EFOx
20210223_020_SRM1950_ddMS2-neg.mzML
EFOx
20210223_021_SRM1950_ddMS2_EX-pos.mzML
EFOx
20210223_022_SRM1950_ddMS2_EX-neg.mzML
EFOx
20210223_023_QC_Con_ddMS2-pos.mzML
EFOx
20210223_024_QC_Con_ddMS2-neg.mzML
EFOx
20210223_025_QC_Con_ddMS2_EX-pos.mzML
EFOx
20210223_026_QC_Con_ddMS2_EX-neg.mzML
EFOx
20210223_027_QC_H2O2_ddMS2-pos.mzML
EFOx
20210223_028_QC_H2O2_ddMS2-neg.mzML
EFOx
20210223_029_QC_H2O2_ddMS2_EX-pos.mzML
EFOx
20210223_030_QC_H2O2_ddMS2_EX-neg.mzML
EFOx
20210223_031_QC_HOBr_ddMS2-pos.mzML
EFOx
20210223_032_QC_HOBr_ddMS2-neg.mzML
EFOx
20210223_033_QC_HOBr_ddMS2_EX-pos.mzML
EFOx
20210223_034_QC_HOBr_ddMS2_EX-neg.mzML
EFOx
20210223_035_QC_HOCl_ddMS2-pos.mzML
EFOx
20210223_036_QC_HOCl_ddMS2-neg.mzML
EFOx
20210223_037_QC_HOCl_ddMS2_EX-pos.mzML
EFOx
20210223_038_QC_HOCl_ddMS2_EX-neg.mzML
EFOx
20210223_039_QC_HOSCN_ddMS2-pos.mzML
EFOx
20210223_040_QC_HOSCN_ddMS2-neg.mzML
EFOx
20210223_041_QC_HOSCN_ddMS2_EX-pos.mzML
EFOx
20210223_042_QC_HOSCN_ddMS2_EX-neg.mzML
EFOx
20210223_043_blank-pos.mzML
EFOx
20210223_044_blank-neg.mzML
EFOx
20210224_045_blank-pos.mzML
EFOx
20210224_046_blank-neg.mzML
EFOx
20210224_047_QC-pos.mzML
EFOx
20210224_048_QC-neg.mzML
EFOx
20210224_049_G08_HOCl_6h-pos.mzML
EFOx
20210224_050_G08_HOCl_6h-neg.mzML
EFOx
20210224_051_I05_HOBr_2h-pos.mzML
EFOx
20210224_052_I05_HOBr_2h-neg.mzML
EFOx
20210224_053_E12_HOSCN_24h-pos.mzML
EFOx
20210224_054_E12_HOSCN_24h-neg.mzML
EFOx
20210224_055_H06_Con_6h-pos.mzML
EFOx
20210224_056_H06_Con_6h-neg.mzML
EFOx
20210224_057_D04_HOSCN_2h-pos.mzML
EFOx
20210224_058_D04_HOSCN_2h-neg.mzML
EFOx
20210224_059_F07_H2O2_6h-pos.mzML
EFOx
20210224_060_F07_H2O2_6h-neg.mzML
EFOx
20210224_061_A01_Con_2h-pos.mzML
EFOx
20210224_062_A01_Con_2h-neg.mzML
EFOx
20210224_063_E06_Con_6h-pos.mzML
EFOx
20210224_064_E06_Con_6h-neg.mzML
EFOx
20210224_065_J05_HOBr_2h-pos.mzML
EFOx
20210224_066_J05_HOBr_2h-neg.mzML
EFOx
20210224_067_J10_HOBr_2h-pos.mzML
EFOx
20210224_068_J10_HOBr_2h-neg.mzML
EFOx
20210224_069_QC-pos.mzML
EFOx
20210224_070_QC-neg.mzML
EFOx
20210224_071_I08_HOCl_6h-pos.mzML
EFOx
20210224_072_I08_HOCl_6h-neg.mzML
EFOx
20210224_073_F02_H2O2_2h-pos.mzML
EFOx
20210224_074_F02_H2O2_2h-neg.mzML
EFOx
20210224_075_F06_Con_6h-pos.mzML
EFOx
20210224_076_F06_Con_6h-neg.mzML
EFOx
20210224_077_H08_HOCl_6h-pos.mzML
EFOx
20210224_078_H08_HOCl_6h-neg.mzML
EFOx
20210224_079_C07_H2O2_6h-pos.mzML
EFOx
20210224_080_C07_H2O2_6h-neg.mzML
EFOx
20210224_081_B04_HOSCN_2h-pos.mzML
EFOx
20210224_082_B04_HOSCN_2h-neg.mzML
EFOx
20210224_083_A11_Con_24h-pos.mzML
EFOx
20210224_084_A11_Con_24h-neg.mzML
EFOx
20210224_085_B01_Con_2h-pos.mzML
EFOx
20210224_086_B01_Con_2h-neg.mzML
EFOx
20210224_087_F01_Con_2h-pos.mzML
EFOx
20210224_088_F01_Con_2h-neg.mzML
EFOx
20210224_089_C09_HOSCN_6h-pos.mzML
EFOx
20210224_090_C09_HOSCN_6h-neg.mzML
EFOx
20210224_091_QC-pos.mzML
EFOx
20210224_092_QC-neg.mzML
EFOx
20210225_093_blank-pos.mzML
EFOx
20210225_094_blank-neg.mzML
EFOx
20210225_095_QC-pos.mzML
EFOx
20210225_096_QC-neg.mzML
EFOx
20210225_097_E11_Con_24h-pos.mzML
EFOx
20210225_098_E11_Con_24h-neg.mzML
EFOx
20210225_099_F03_HOCl_2h-pos.mzML
EFOx
20210225_100_F03_HOCl_2h-neg.mzML
EFOx
20210225_101_A06_Con_6h-pos.mzML
EFOx
20210225_102_A06_Con_6h-neg.mzML
EFOx
20210225_103_C06_Con_6h-pos.mzML
EFOx
20210225_104_C06_Con_6h-neg.mzML
EFOx
20210225_105_H03_HOCl_2h-pos.mzML
EFOx
20210225_106_H03_HOCl_2h-neg.mzML
EFOx
20210225_107_C12_HOSCN_24h-pos.mzML
EFOx
20210225_108_C12_HOSCN_24h-neg.mzML
EFOx
20210225_109_D05_HOBr_2h-pos.mzML
EFOx
20210225_110_D05_HOBr_2h-neg.mzML
EFOx
20210225_111_F08_HOCl_6h-pos.mzML
EFOx
20210225_112_F08_HOCl_6h-neg.mzML
EFOx
20210225_113_J06_Con_2h-pos.mzML
EFOx
20210225_114_J06_Con_2h-neg.mzML
EFOx
20210225_115_F12_HOSCN_24h-pos.mzML
EFOx
20210225_116_F12_HOSCN_24h-neg.mzML
EFOx
20210225_117_QC-pos.mzML
EFOx
20210225_118_QC-neg.mzML
EFOx
20210225_119_I02_H2O2_2h-pos.mzML
EFOx
20210225_120_I02_H2O2_2h-neg.mzML
EFOx
20210225_121_D03_HOCl_2h-pos.mzML
EFOx
20210225_122_D03_HOCl_2h-neg.mzML
EFOx
20210225_123_G02_H2O2_2h-pos.mzML
EFOx
20210225_124_G02_H2O2_2h-neg.mzML
EFOx
20210225_125_B09_HOSCN_6h-pos.mzML
EFOx
20210225_126_B09_HOSCN_6h-neg.mzML
EFOx
20210225_127_C10_HOBr_6h-pos.mzML
EFOx
20210225_128_C10_HOBr_6h-neg.mzML
EFOx
20210225_129_C03_HOCl_6h-pos.mzML
EFOx
20210225_130_C03_HOCl_6h-neg.mzML
EFOx
20210225_131_C05_HOBr_6h-pos.mzML
EFOx
20210225_132_C05_HOBr_6h-neg.mzML
EFOx
20210225_133_J11_Con_24h-pos.mzML
EFOx
20210225_134_J11_Con_24h-neg.mzML
EFOx
20210225_135_C11_Con_24h-pos.mzML
EFOx
20210225_136_C11_Con_24h-neg.mzML
EFOx
20210225_137_B12_HOSCN_24h-pos.mzML
EFOx
20210225_138_B12_HOSCN_24h-neg.mzML
EFOx
20210225_139_QC-pos.mzML
EFOx
20210225_140_QC-neg.mzML
EFOx
20210226_141_blank-pos.mzML
EFOx
20210226_142_blank-neg.mzML
EFOx
20210226_143_QC-pos.mzML
EFOx
20210226_144_QC-neg.mzML
EFOx
20210226_145_B06_Con_6h-pos.mzML
EFOx
20210226_146_B06_Con_6h-neg.mzML
EFOx
20210226_147_F10_HOBr_6h-pos.mzML
EFOx
20210226_148_F10_HOBr_6h-neg.mzML
EFOx
20210226_149_C02_H2O2_6h-pos.mzML
EFOx
20210226_150_C02_H2O2_6h-neg.mzML
EFOx
20210226_151_E04_HOSCN_2h-pos.mzML
EFOx
20210226_152_E04_HOSCN_2h-neg.mzML
EFOx
20210226_153_F04_HOSCN_2h-pos.mzML
EFOx
20210226_154_F04_HOSCN_2h-neg.mzML
EFOx
20210226_155_I03_HOCl_2h-pos.mzML
EFOx
20210226_156_I03_HOCl_2h-neg.mzML
EFOx
20210226_157_D12_HOSCN_24h-pos.mzML
EFOx
20210226_158_D12_HOSCN_24h-neg.mzML
EFOx
20210226_159_I09_HOSCN_6h-pos.mzML
EFOx
20210226_160_I09_HOSCN_6h-neg.mzML
EFOx
20210226_161_B02_H2O2_2h-pos.mzML
EFOx
20210226_162_B02_H2O2_2h-neg.mzML
EFOx
20210226_163_B05_HOBr_2h-pos.mzML
EFOx
20210226_164_B05_HOBr_2h-neg.mzML
EFOx
20210226_165_QC-pos.mzML
EFOx
20210226_166_QC-neg.mzML
EFOx
20210226_167_I10_HOBr_6h-pos.mzML
EFOx
20210226_168_I10_HOBr_6h-neg.mzML
EFOx
20210226_169_G09_HOSCN_6h-pos.mzML
EFOx
20210226_170_G09_HOSCN_6h-neg.mzML
EFOx
20210226_171_F11_Con_24h-pos.mzML
EFOx
20210226_172_F11_Con_24h-neg.mzML
EFOx
20210226_173_G03_HOCl_2h-pos.mzML
EFOx
20210226_174_G03_HOCl_2h-neg.mzML
EFOx
20210226_175_C01_Con_6h-pos.mzML
EFOx
20210226_176_C01_Con_6h-neg.mzML
EFOx
20210226_177_A12_HOSCN_24h-pos.mzML
EFOx
20210226_178_A12_HOSCN_24h-neg.mzML
EFOx
20210226_179_I11_Con_24h-pos.mzML
EFOx
20210226_180_I11_Con_24h-neg.mzML
EFOx
20210226_181_D01_Con_2h-pos.mzML
EFOx
20210226_182_D01_Con_2h-neg.mzML
EFOx
20210226_183_C04_HOSCN_6h-pos.mzML
EFOx
20210226_184_C04_HOSCN_6h-neg.mzML
EFOx
20210226_185_D10_HOBr_2h-pos.mzML
EFOx
20210226_186_D10_HOBr_2h-neg.mzML
EFOx
20210226_187_QC-pos.mzML
EFOx
20210226_188_QC-neg.mzML
EFOx
20210227_189_blank-pos.mzML
EFOx
20210227_190_blank-neg.mzML
EFOx
20210227_191_QC-pos.mzML
EFOx
20210227_192_QC-neg.mzML
EFOx
20210227_193_G04_HOSCN_2h-pos.mzML
EFOx
20210227_194_G04_HOSCN_2h-neg.mzML
EFOx
20210227_195_E08_HOCl_6h-pos.mzML
EFOx
20210227_196_E08_HOCl_6h-neg.mzML
EFOx
20210227_197_A05_HOBr_2h-pos.mzML
EFOx
20210227_198_A05_HOBr_2h-neg.mzML
EFOx
20210227_199_I12_HOSCN_24h-pos.mzML
EFOx
20210227_200_I12_HOSCN_24h-neg.mzML
EFOx
20210227_201_B03_HOCl_2h-pos.mzML
EFOx
20210227_202_B03_HOCl_2h-neg.mzML
EFOx
20210227_203_A07_H2O2_6h-pos.mzML
EFOx
20210227_204_A07_H2O2_6h-neg.mzML
EFOx
20210227_205_J03_HOCl_2h-pos.mzML
EFOx
20210227_206_J03_HOCl_2h-neg.mzML
EFOx
20210227_207_B10_HOBr_6h-pos.mzML
EFOx
20210227_208_B10_HOBr_6h-neg.mzML
EFOx
20210227_209_G05_HOBr_2h-pos.mzML
EFOx
20210227_210_G05_HOBr_2h-neg.mzML
EFOx
20210227_211_D08_HOCl_2h-pos.mzML
EFOx
20210227_212_D08_HOCl_2h-neg.mzML
EFOx
20210227_213_QC-pos.mzML
EFOx
20210227_214_QC-neg.mzML
EFOx
20210227_215_H09_HOSCN_6h-pos.mzML
EFOx
20210227_216_H09_HOSCN_6h-neg.mzML
EFOx
20210227_217_D09_HOSCN_2h-pos.mzML
EFOx
20210227_218_D09_HOSCN_2h-neg.mzML
EFOx
20210227_219_E05_HOBr_2h-pos.mzML
EFOx
20210227_220_E05_HOBr_2h-neg.mzML
EFOx
20210227_221_A10_HOBr_6h-pos.mzML
EFOx
20210227_222_A10_HOBr_6h-neg.mzML
EFOx
20210227_223_G01_Con_2h-pos.mzML
EFOx
20210227_224_G01_Con_2h-neg.mzML
EFOx
20210227_225_A03_HOCl_2h-pos.mzML
EFOx
20210227_226_A03_HOCl_2h-neg.mzML
EFOx
20210227_227_H12_HOSCN_24h-pos.mzML
EFOx
20210227_228_H12_HOSCN_24h-neg.mzML
EFOx
20210227_229_H05_HOBr_2h-pos.mzML
EFOx
20210227_230_H05_HOBr_2h-neg.mzML
EFOx
20210227_231_D11_Con_24h-pos.mzML
EFOx
20210227_232_D11_Con_24h-neg.mzML
EFOx
20210227_233_A02_H2O2_2h-pos.mzML
EFOx
20210227_234_A02_H2O2_2h-neg.mzML
EFOx
20210227_235_QC-pos.mzML
EFOx
20210227_236_QC-neg.mzML
EFOx
20210228_237_blank-pos.mzML
EFOx
20210228_238_blank-neg.mzML
EFOx
20210228_239_QC-pos.mzML
EFOx
20210228_240_QC-neg.mzML
EFOx
20210228_241_B08_HOCl_6h-pos.mzML
EFOx
20210228_242_B08_HOCl_6h-neg.mzML
EFOx
20210228_243_J07_H2O2_2h-pos.mzML
EFOx
20210228_244_J07_H2O2_2h-neg.mzML
EFOx
20210228_245_F05_HOBr_2h-pos.mzML
EFOx
20210228_246_F05_HOBr_2h-neg.mzML
EFOx
20210228_247_J04_HOSCN_2h-pos.mzML
EFOx
20210228_248_J04_HOSCN_2h-neg.mzML
EFOx
20210228_249_E02_H2O2_2h-pos.mzML
EFOx
20210228_250_E02_H2O2_2h-neg.mzML
EFOx
20210228_251_H11_Con_24h-pos.mzML
EFOx
20210228_252_H11_Con_24h-neg.mzML
EFOx
20210228_253_J09_HOSCN_2h-pos.mzML
EFOx
20210228_254_J09_HOSCN_2h-neg.mzML
EFOx
20210228_255_D06_Con_2h-pos.mzML
EFOx
20210228_256_D06_Con_2h-neg.mzML
EFOx
20210228_257_C08_HOCl_6h-pos.mzML
EFOx
20210228_258_C08_HOCl_6h-neg.mzML
EFOx
20210228_259_G06_Con_6h-pos.mzML
EFOx
20210228_260_G06_Con_6h-neg.mzML
EFOx
20210228_261_QC-pos.mzML
EFOx
20210228_262_QC-neg.mzML
EFOx
20210228_263_E10_HOBr_6h-pos.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 759/3150 [45:33<1:21:43,  2.05s/it]

EFOx
20210228_264_E10_HOBr_6h-neg.mzML
EFOx
20210228_265_I06_Con_6h-pos.mzML
EFOx
20210228_266_I06_Con_6h-neg.mzML
EFOx
20210228_267_G11_Con_24h-pos.mzML
EFOx
20210228_268_G11_Con_24h-neg.mzML
EFOx
20210228_269_A04_HOSCN_2h-pos.mzML
EFOx
20210228_270_A04_HOSCN_2h-neg.mzML
EFOx
20210228_271_B11_Con_24h-pos.mzML
EFOx
20210228_272_B11_Con_24h-neg.mzML
EFOx
20210228_273_H10_HOBr_6h-pos.mzML
EFOx
20210228_274_H10_HOBr_6h-neg.mzML
EFOx
20210228_275_J08_HOCl_2h-pos.mzML
EFOx
20210228_276_J08_HOCl_2h-neg.mzML
EFOx
20210228_277_E09_HOSCN_6h-pos.mzML
EFOx
20210228_278_E09_HOSCN_6h-neg.mzML
EFOx
20210228_279_I01_Con_2h-pos.mzML
EFOx
20210228_280_I01_Con_2h-neg.mzML
EFOx
20210228_281_H01_Con_2h-pos.mzML
EFOx
20210228_282_H01_Con_2h-neg.mzML
EFOx
20210228_283_QC-pos.mzML
EFOx
20210228_284_QC-neg.mzML
EFOx
20210301_285_blank-pos.mzML
EFOx
20210301_286_blank-neg.mzML
EFOx
20210301_287_QC-pos.mzML
EFOx
20210301_288_QC-neg.mzML
EFOx
20210301_289_I04_HOSCN_2h-pos.mzML
EFOx
20210301_290_I04_HOSCN_2h-neg.mzML
EFOx
20210301_291_J12_HOSCN_24h-pos.mzML
EFOx
20210301_292_J12_HOSCN_24h-neg.mzML
EFOx
20210301_293_G12_HOSCN_24h-pos.mzML
EFOx
20210301_294_G12_HOSCN_24h-neg.mzML
EFOx
20210301_295_D02_H2O2_2h-pos.mzML
EFOx
20210301_296_D02_H2O2_2h-neg.mzML
EFOx
20210301_297_H02_H2O2_2h-pos.mzML
EFOx
20210301_298_H02_H2O2_2h-neg.mzML
EFOx
20210301_299_D07_H2O2_2h-pos.mzML
EFOx
20210301_300_D07_H2O2_2h-neg.mzML
EFOx
20210301_301_E03_HOCl_2h-pos.mzML
EFOx
20210301_302_E03_HOCl_2h-neg.mzML
EFOx
20210301_303_H04_HOSCN_2h-pos.mzML
EFOx
20210301_304_H04_HOSCN_2h-neg.mzML
EFOx
20210301_305_J01_Con_2h-pos.mzML
EFOx
20210301_306_J01_Con_2h-neg.mzML
EFOx
20210301_307_E07_H2O2_6h-pos.mzML
EFOx
20210301_308_E07_H2O2_6h-neg.mzML
EFOx
20210301_309_E01_Con_2h-pos.mzML
EFOx
20210301_310_E01_Con_2h-neg.mzML
EFOx
20210301_311_J02_H2O2_2h-pos.mzML
EFOx
20210301_312_J02_H2O2_2h-neg.mzML
EFOx
20210301_313_QC-pos.mzML
EFOx
20210301_314_QC-neg.mzML
EFOx
20210301_315_blank-pos.mzML
EFOx
20210301_316_blank-neg.mzML
EFOx
20210301_317_SRM1950-pos.mzML
EFOx
20210301_318_SRM1950-neg.mzML
EFOx
20210301_319_QC-pos.mzML
EFOx
20210301_320_QC-neg.mzML
EFOx
20210301_321_SRM1950-pos.mzML
EFOx
20210301_322_SRM1950-neg.mzML
EFOx
20210301_323_QC-pos.mzML
EFOx
20210301_324_QC-neg.mzML
EFOx
20210301_325_SRM1950-pos.mzML
EFOx
20210301_327_QC-pos.mzML
EFOx
20210301_328_QC-neg.mzML
EFOx
20210301_329_QC_ddMS2-pos.mzML
EFOx
20210301_330_QC_ddMS2-neg.mzML
EFOx
20210301_331_QC_ddMS2_GL-EFOx-pos.mzML
EFOx
20210301_332_QC_ddMS2_GL-EFOx-neg.mzML
EFOx
20210301_333_QC_ddMS2_GL-CompoundLibrary-pos.mzML
EFOx
20210301_334_QC_ddMS2_GL-CompoundLibrary-neg.mzML
EFOx
20210301_335_SRM1950_ddMS2-pos.mzML
EFOx
20210301_336_SRM1950_ddMS2-neg.mzML
EFOx
20210301_337_SRM1950_ddMS2_EX-pos.mzML
EFOx
20210301_338_SRM1950_ddMS2_EX-neg.mzML
EFOx
20210301_339_QC_Con_ddMS2-pos.mzML
EFOx
20210301_340_QC_Con_ddMS2-neg.mzML
EFOx
20210301_341_QC_Con_ddMS2_EX-pos.mzML
EFOx
20210301_342_QC_Con_ddMS2_EX-neg.mzML
EFOx
20210301_343_QC_Con_ddMS2_GL-CompoundLibrary-pos.mzML
EFOx
20210301_344_QC_Con_ddMS2_GL-CompoundLibrary-neg.mzML
EFOx
20210301_345_QC_H2O2_ddMS2-pos.mzML
EFOx
20210301_346_QC_H2O2_ddMS2-neg.mzML
EFOx
20210301_347_QC_H2O2_ddMS2_EX-pos.mzML
EFOx
20210301_348_QC_H2O2_ddMS2_EX-neg.mzML
EFOx
20210301_349_QC_H2O2_ddMS2_GL-CompoundLibrary-pos.mzML
EFOx
20210301_350_QC_H2O2_ddMS2_GL-CompoundLibrary-neg.mzML
EFOx
20210301_351_QC_HOBr_ddMS2-pos.mzML
EFOx
20210301_352_QC_HOBr_ddMS2-neg.mzML
EFOx
20210301_353_QC_HOBr_ddMS2_EX-pos.mzML
EFOx
20210301_354_QC_HOBr_ddMS2_EX-neg.mzML
EFOx
20210301_355_QC_HOBr_ddMS2_GL-CompoundLibrary-pos.mzML
EFOx
20210301_356_QC_HOBr_ddMS2_GL-CompoundLibrary-neg.mzML
EFOx
20210301_357_QC_HOCl_ddMS2-pos.mzML
EFOx
20210301_358_QC_HOCl_ddMS2-neg.mzML
EFOx
20210301_359_QC_HOCl_ddMS2_EX-pos.mzML
EFOx
20210301_360_QC_HOCl_ddMS2_EX-neg.mzML
EFOx
20210301_361_QC_HOCl_ddMS2_GL-CompoundLibrary-pos.mzML
EFOx
20210301_362_QC_HOCl_ddMS2_GL-CompoundLibrary-neg.mzML
EFOx
20210301_363_QC_HOSCN_ddMS2-pos.mzML
EFOx
20210301_364_QC_HOSCN_ddMS2-neg.mzML
EFOx
20210301_365_QC_HOSCN_ddMS2_EX-pos.mzML
EFOx
20210301_366_QC_HOSCN_ddMS2_EX-neg.mzML
EFOx
20210301_367_QC_HOSCN_ddMS2_GL-CompoundLibrary-pos.mzML
EFOx
20210301_368_QC_HOSCN_ddMS2_GL-CompoundLibrary-neg.mzML
EFOx
20210301_369_blank-pos.mzML
EFOx
20210301_370_blank-neg.mzML
EFOx
20210301_371_QC_ddMS2_SRM-pos.mzML
EFOx
20210301_372_QC_ddMS2-SRM-neg.mzML
EFOx
20210301_373_SRM1950_ddMS2_EX-pos.mzML
EFOx
20210301_374_SRM1950_ddMS2_EX-neg.mzML
EFOx
20210301_375_SRM1950_ddMS2_GL-CompoundLibrary-pos.mzML
EFOx
20210301_376_SRM1950_ddMS2_GL-CompoundLibrary-neg.mzML
EFOx
20210301_377_QC_Con_ddMS2_SRM-pos.mzML
EFOx
20210301_378_QC_Con_ddMS2_SRM-neg.mzML
EFOx
20210301_379_QC_H2O2_ddMS2_SRM-pos.mzML
EFOx
20210301_380_QC_H2O2_ddMS2_SRM-neg.mzML
EFOx
20210301_381_QC_HOBr_ddMS2_SRM-pos.mzML
EFOx
20210301_382_QC_HOBr_ddMS2_SRM-neg.mzML
EFOx
20210301_383_QC_HOCl_ddMS2_SRM-pos.mzML
EFOx
20210301_384_QC_HOCl_ddMS2_SRM-neg.mzML
EFOx
20210301_385_QC_HOSCN_ddMS2_SRM-pos.mzML
EFOx
20210301_386_QC_HOSCN_ddMS2_SRM-neg.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 385 rows!
Extracted information for 385 samples.
Processing  ST001105
Initiating REDU-table generation for AN001798
Rest length is 44
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/44 [00:00<?, ?it/s]

Mapping potential matches:  11%|█▏        | 5/44 [00:00<00:00, 41.77it/s]

Mapping potential matches:  23%|██▎       | 10/44 [00:00<00:00, 42.01it/s]

Mapping potential matches:  34%|███▍      | 15/44 [00:00<00:00, 42.11it/s]

Mapping potential matches:  45%|████▌     | 20/44 [00:00<00:00, 41.99it/s]

Mapping potential matches:  57%|█████▋    | 25/44 [00:00<00:00, 41.81it/s]

Mapping potential matches:  68%|██████▊   | 30/44 [00:00<00:00, 41.77it/s]

Mapping potential matches:  80%|███████▉  | 35/44 [00:00<00:00, 41.82it/s]

Mapping potential matches:  91%|█████████ | 40/44 [00:00<00:00, 41.88it/s]
Mapping potential matches: 100%|██████████| 44/44 [00:01<00:00, 41.89it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST001105
RAW
KPF_10_1.raw
ST001105
RAW
KPF_10_10.raw
ST001105
RAW
KPF_10_11.raw
ST001105
RAW
KPF_10_12.raw
ST001105
RAW
KPF_10_2.raw
ST001105
RAW
KPF_10_3.raw
ST001105
RAW
KPF_10_4.raw
ST001105
RAW
KPF_10_5.raw
ST001105
RAW
KPF_10_6.raw
ST001105
RAW
KPF_10_7.raw
ST001105
RAW
KPF_10_8.raw
ST001105
RAW
KPF_10_9.raw
ST001105
RAW
KPF_11_1.raw
ST001105
RAW
KPF_11_10.raw
ST001105
RAW
KPF_11_11.raw
ST001105
RAW
KPF_11_12.raw
ST001105
RAW
KPF_11_2.raw
ST001105
RAW
KPF_11_3.raw
ST001105
RAW
KPF_11_4.raw
ST001105
RAW
KPF_11_5.raw
ST001105
RAW
KPF_11_6.raw
ST001105
RAW
KPF_11_7.raw
ST001105
RAW
KPF_11_8.raw
ST001105
RAW
KPF_11_9.raw
ST001105
RAW
KPF_12_1.raw
ST001105
RAW
KPF_12_10.raw
ST001105
RAW
KPF_12_11.raw
ST001105
RAW
KPF_12_12.raw
ST001105
RAW
KPF_12_2.raw
ST001105
RAW
KPF_12_3.raw
ST001105
RAW
KPF_12_4.raw
ST001105
RAW
KPF_12_5.raw
ST001105
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 760/3150 [45:39<1:50:30,  2.77s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 761/3150 [45:43<1:54:25,  2.87s/it]
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ST001105
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KP_A4_7.raw
ST001105
RAW
KP_A4_8.raw
ST001105
RAW
KP_A4_9.raw
ST001105
RAW
KP_A5_1.raw
ST001105
RAW
KP_A5_10.raw
ST001105
RAW
KP_A5_11.raw
ST001105
RAW
KP_A5_12.raw
ST001105
RAW
KP_A5_2.raw
ST001105
RAW
KP_A5_3.raw
ST001105
RAW
KP_A5_4.raw
ST001105
RAW
KP_A5_5.raw
ST001105
RAW
KP_A5_6.raw
ST001105
RAW
KP_A5_7.raw
ST001105
RAW
KP_A5_8.raw
ST001105
RAW
KP_A5_9.raw
ST001105
RAW
KP_A6_1.raw
ST001105
RAW
KP_A6_10.raw
ST001105
RAW
KP_A6_11.raw
ST001105
RAW
KP_A6_12.raw
ST001105
RAW
KP_A6_2.raw
ST001105
RAW
KP_A6_3.raw
ST001105
RAW
KP_A6_4.raw
ST001105
RAW
KP_A6_5.raw
ST001105
RAW
KP_A6_6.raw
ST001105
RAW
KP_A6_7.raw
ST001105
RAW
KP_A6_8.raw
ST001105
RAW
KP_A6_9.raw
ST001105
RAW
KP_A7_1.raw
ST001105
RAW
KP_A7_10.raw
ST001105
RAW
KP_A7_11.raw
ST001105
RAW
KP_A7_12.raw
ST001105
RAW
KP_A7_2.raw
ST001105
RAW
KP_A7_3.raw
ST001105
RAW
KP_A7_4.raw
ST001105
RAW
KP_A7_5.raw
ST001105
RAW
KP_A7_6.raw
ST001105
RAW
KP_A7_7.raw
ST001105
RAW
KP_A7_8.raw
ST001105
RAW
KP_A7_9.raw
ST001105
RAW
KP_A8_1.raw
ST001105
RAW
KP_A8_10.raw
ST001105
RAW
KP_A8_11.raw
ST001105
RAW
KP_A8_12.raw
ST001105
RAW
KP_A8_2.raw
ST001105
RAW
KP_A8_3.raw
ST001105
RAW
KP_A8_4.raw
ST001105
RAW
KP_A8_5.raw
ST001105
RAW
KP_A8_6.raw
ST001105
RAW
KP_A8_7.raw
ST001105
RAW
KP_A8_8.raw
ST001105
RAW
KP_A8_9.raw
ST001105
RAW
KP_A9_1.raw
ST001105
RAW
KP_A9_10.raw
ST001105
RAW
KP_A9_11.raw
ST001105
RAW
KP_A9_12.raw
ST001105
RAW
KP_A9_2.raw
ST001105
RAW
KP_A9_3.raw
ST001105
RAW
KP_A9_4.raw
ST001105
RAW
KP_A9_5.raw
ST001105
RAW
KP_A9_6.raw
ST001105
RAW
KP_A9_7.raw
ST001105
RAW
KP_A9_8.raw
ST001105
RAW
KP_A9_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 528 rows!
Extracted information for 528 samples.
Processing  ST002387
Initiating REDU-table generation for AN003889
Rest length is 17
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003890
Rest length is 17
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyDataBPOS
SO1.raw
MyDataBPOS
SO2.raw
MyDataBPOS
SO3.raw
MyDataBPOS
SO4.raw
MyDataBPOS
SO5.raw
MyDataBPOS
SO6.raw
MyDataBPOS
SS1.raw
MyDataBPOS
SS10.raw
MyDataBPOS
SS11.raw
MyDataBPOS
SS2.raw
MyDataBPOS
SS3.raw
MyDataBPOS
SS4.raw
MyDataBPOS
SS5.raw
MyDataBPOS
SS6.raw
MyDataBPOS
SS7.raw
MyDataBPOS
SS8.raw
MyDataBPOS
SS9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST001628
No raw data detected. Ignoring ST001628
Processing  ST001937
Initiating REDU-table generation for AN003150
Rest length is 1160
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2JY1.raw
2JY10.raw
2JY11.raw
2JY12.raw
2JY13.raw
2JY14.raw
2JY15.raw
2JY16.raw
2JY17.raw
2JY18.raw
2JY19.raw
2JY2.raw
2JY20.raw
2JY21.raw
2JY22.raw
2JY23.raw
2JY24.raw
2JY25.raw
2JY27.raw
2JY28.raw
2JY29.raw
2JY3.raw
2JY30.raw
2JY31.raw
2JY32.raw
2JY33.raw
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2XH6.raw
2XH60.raw
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2XH93.raw
2XH94.raw
2XH95.raw
2XH96.raw
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2XH99.raw
JY1020.raw
JY1027.raw
JY1044.raw
JY1045.raw
JY1051.raw
JY1085.raw
JY1099.raw
JY1100.raw
JY1104.raw
JY1109.raw
JY1122.raw
JY1123.raw
JY1135.raw
JY1144.raw
JY1149.raw
JY1160.raw
JY1161.raw
JY1187.raw
JY1188.raw
JY1215.raw
JY1218.raw
JY1222.raw
JY1223.raw
JY1235.raw
JY1236.raw
JY1252.raw
JY1253.raw
JY1255.raw
JY1259.raw
JY1306.raw
JY1312.raw
JY1314.raw
JY1327.raw
JY1338.raw
JY1347.raw
JY1356.raw
JY1363.raw
JY1374.raw
JY1377.raw
JY1390.raw
JY1392.raw
JY1393.raw
JY1406.raw
JY1427.raw
JY1429.raw
JY1433.raw
JY1452.raw
JY1453.raw
JY1468.raw
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JY1470.raw
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JY1488.raw
JY1511.raw
JY1554.raw
JY1569.raw
JY1588.raw
JY1600.raw
JY1601.raw
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JY1637.raw
JY1648.raw
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JY1676.raw
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JY1709.raw
JY1715.raw
JY315.raw
JY318.raw
JY320.raw
JY339.raw
JY350.raw
JY375.raw
JY425.raw
JY436.raw
JY519.raw
JY540.raw
JY557.raw
JY582.raw
JY632.raw
JY633.raw
JY644.raw
JY646.raw
JY671.raw
JY674.raw
JY703.raw
JY707.raw
JY711.raw
JY723.raw
JY726.raw
JY728.raw
JY757.raw
JY776.raw
JY777.raw
JY780.raw
JY788.raw
JY789.raw
JY799.raw
JY807.raw
JY816.raw
JY826.raw
JY829.raw
JY856.raw
JY861.raw
JY862.raw
JY863.raw
JY869.raw
JY945.raw
JY952.raw
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JYN125.raw
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JYN134.raw
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JYN15.raw
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JYN2.raw
JYN21.raw
JYN22.raw
JYN23.raw
JYN24.raw
JYN26.raw
JYN27.raw
JYN29.raw
JYN30.raw
JYN31.raw
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2SH10.raw
SH23
2SH11.raw
SH23
2SH12.raw
SH23
2SH13.raw
SH23
2SH14.raw
SH23
2SH15.raw
SH23
2SH16.raw
SH23
2SH17.raw
SH23
2SH18.raw
SH23
2SH19.raw
SH23
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SH23
2SH20.raw
SH23
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SH23
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SH23
2SH25.raw
SH23
2SH26.raw
SH23
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SH23
2SH3.raw
SH23
2SH33.raw
SH23
2SH34.raw
SH23
2SH35.raw
SH23
2SH36.raw
SH23
2SH42.raw
SH23
2SH44.raw
SH23
2SH45.raw
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SH23
2SH50.raw
SH23
2SH6.raw
SH23
2SH7.raw
SH23
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SH23
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SH23
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SH23
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SH23
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SH23
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SH23
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SH23
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SH23
SH123.raw
SH23
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SH23
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SH23
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SH23
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SH23
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SH23
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SH23
SH91.raw
SH23
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SH23
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SH23
SH97.raw
SH23
SH98.raw
SH23
SH99.raw
SZ1.raw
SZ100.raw
SZ101.raw
SZ102.raw
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SZ106.raw
SZ107.raw
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SZ111.raw
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SZ156.raw
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SZ16.raw
SZ160.raw
SZ164.raw
SZ165.raw
SZ167.raw
SZ169.raw
SZ17.raw
SZ171.raw
SZ172.raw
SZ176.raw
SZ178.raw
SZ179.raw
SZ18.raw
SZ180.raw
SZ182.raw
SZ184.raw
SZ185.raw
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SZ191.raw
SZ192.raw
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SZ194.raw
SZ195.raw
SZ196.raw
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SZ20.raw
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SZ223.raw
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SZ24.raw
SZ240.raw
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SZ245.raw
SZ26.raw
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SZ28.raw
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SZ32.raw
SZ33.raw
SZ34.raw
SZ35.raw
SZ38.raw
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SZ69.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 763/3150 [45:54<2:34:30,  3.88s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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SZ70.raw
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SZ97.raw
WH1.raw
WH10.raw
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XH295.raw
XH3.raw
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XH99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1159 rows!
Extracted information for 1159 samples.
Processing  ST000336
No raw data detected. Ignoring ST000336
Processing  ST000606
No raw data detected. Ignoring ST000606
Processing  ST001326
Initiating REDU-table generation for AN002208
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lipidomics_adamantane
067a.mzXML
Lipidomics_adamantane
067b.mzXML
Lipidomics_adamantane
067c.mzXML
Lipidomics_adamantane
542a.mzXML
Lipidomics_adamantane
542b.mzXML
Lipidomics_adamantane
542c.mzXML
Lipidomics_adamantane
NplusA.mzXML
Lipidomics_adamantane
NplusB.mzXML
Lipidomics_adamantane
NplusC.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST002112
Initiating REDU-table generation for AN004115
Rest length is 335
raw file key found.
Initiating REDU-table generation for AN004116
Rest length is 335
raw file key found.
Initiating REDU-table generation for AN004117
Rest length is 335
raw file key found.
Initiating REDU-table generation for AN004118
Rest length is 335
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
nHILIC_2
1.raw
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100.raw
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4.raw
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8.raw
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97.raw
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98.raw
nHILIC_2
99.raw
nRPLC_2
1.raw
nRPLC_2
100.raw
nRPLC_2
101.raw
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102.raw
nRPLC_2
103.raw
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104.raw
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105.raw
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107.raw
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108.raw
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109.raw
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11.raw
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111.raw
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113.raw
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114.raw
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115.raw
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12.raw
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122.raw
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124.raw
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129.raw
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132.raw
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136.raw
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137.raw
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138.raw
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139.raw
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14.raw
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140.raw
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141.raw
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142.raw
nRPLC_2
143.raw
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144.raw
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145.raw
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147.raw
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148.raw
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149.raw
nRPLC_2
15.raw
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150.raw
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151.raw
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pHILIC_2
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pHILIC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
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pRPLC_2
167.raw
pRPLC_2
168.raw
pRPLC_2
169.raw
pRPLC_2
17.raw
pRPLC_2
170.raw
pRPLC_2
171.raw
pRPLC_2
172.raw
pRPLC_2
173.raw
pRPLC_2
174.raw
pRPLC_2
175.raw
pRPLC_2
176.raw
pRPLC_2
177.raw
pRPLC_2
178.raw
pRPLC_2
179.raw
pRPLC_2
18.raw
pRPLC_2
180.raw
pRPLC_2
181.raw
pRPLC_2
182.raw
pRPLC_2
183.raw
pRPLC_2
184.raw
pRPLC_2
185.raw
pRPLC_2
186.raw
pRPLC_2
188.raw
pRPLC_2
189.raw
pRPLC_2
19.raw
pRPLC_2
190.raw
pRPLC_2
191.raw
pRPLC_2
192.raw
pRPLC_2
193.raw
pRPLC_2
194.raw
pRPLC_2
195.raw
pRPLC_2
197.raw
pRPLC_2
198.raw
pRPLC_2
199.raw
pRPLC_2
2.raw
pRPLC_2
20.raw
pRPLC_2
201.raw
pRPLC_2
203.raw
pRPLC_2
204.raw
pRPLC_2
205.raw
pRPLC_2
206.raw
pRPLC_2
207.raw
pRPLC_2
208.raw
pRPLC_2
209.raw
pRPLC_2
21.raw
pRPLC_2
210.raw
pRPLC_2
211.raw
pRPLC_2
213.raw
pRPLC_2
214.raw
pRPLC_2
215.raw
pRPLC_2
216.raw
pRPLC_2
217.raw
pRPLC_2
218.raw
pRPLC_2
219.raw
pRPLC_2
22.raw
pRPLC_2
220.raw
pRPLC_2
221.raw
pRPLC_2
222.raw
pRPLC_2
223.raw
pRPLC_2
224.raw
pRPLC_2
225.raw
pRPLC_2
226.raw
pRPLC_2
227.raw
pRPLC_2
228.raw
pRPLC_2
229.raw
pRPLC_2
23.raw
pRPLC_2
230.raw
pRPLC_2
231.raw
pRPLC_2
232.raw
pRPLC_2
233.raw
pRPLC_2
234.raw
pRPLC_2
235.raw
pRPLC_2
237.raw
pRPLC_2
238.raw
pRPLC_2
239.raw
pRPLC_2
24.raw
pRPLC_2
240.raw
pRPLC_2
242.raw
pRPLC_2
243.raw
pRPLC_2
244.raw
pRPLC_2
245.raw
pRPLC_2
246.raw
pRPLC_2
248.raw
pRPLC_2
249.raw
pRPLC_2
25.raw
pRPLC_2
250.raw
pRPLC_2
251.raw
pRPLC_2
252.raw
pRPLC_2
253.raw
pRPLC_2
254.raw
pRPLC_2
255.raw
pRPLC_2
256.raw
pRPLC_2
257.raw
pRPLC_2
258.raw
pRPLC_2
259.raw
pRPLC_2
26.raw
pRPLC_2
260.raw
pRPLC_2
261.raw
pRPLC_2
262.raw
pRPLC_2
263.raw
pRPLC_2
264.raw
pRPLC_2
265.raw
pRPLC_2
266.raw
pRPLC_2
267.raw
pRPLC_2
268.raw
pRPLC_2
269.raw
pRPLC_2
27.raw
pRPLC_2
270.raw
pRPLC_2
271.raw
pRPLC_2
272.raw
pRPLC_2
273.raw
pRPLC_2
274.raw
pRPLC_2
275.raw
pRPLC_2
276.raw
pRPLC_2
277.raw
pRPLC_2
278.raw
pRPLC_2
279.raw
pRPLC_2
28.raw
pRPLC_2
280.raw
pRPLC_2
281.raw
pRPLC_2
282.raw
pRPLC_2
283.raw
pRPLC_2
284.raw
pRPLC_2
285.raw
pRPLC_2
286.raw
pRPLC_2
287.raw
pRPLC_2
288.raw
pRPLC_2
289.raw
pRPLC_2
29.raw
pRPLC_2
290.raw
pRPLC_2
291.raw
pRPLC_2
292.raw
pRPLC_2
293.raw
pRPLC_2
294.raw
pRPLC_2
295.raw
pRPLC_2
296.raw
pRPLC_2
297.raw
pRPLC_2
298.raw
pRPLC_2
299.raw
pRPLC_2
3.raw
pRPLC_2
30.raw
pRPLC_2
300.raw
pRPLC_2
301.raw
pRPLC_2
303.raw
pRPLC_2
304.raw
pRPLC_2
305.raw
pRPLC_2
306.raw
pRPLC_2
307.raw
pRPLC_2
308.raw
pRPLC_2
309.raw
pRPLC_2
31.raw
pRPLC_2
310.raw
pRPLC_2
311.raw
pRPLC_2
312.raw
pRPLC_2
313.raw
pRPLC_2
314.raw
pRPLC_2
315.raw
pRPLC_2
316.raw
pRPLC_2
317.raw
pRPLC_2
319.raw
pRPLC_2
32.raw
pRPLC_2
320.raw
pRPLC_2
321.raw
pRPLC_2
322.raw
pRPLC_2
323.raw
pRPLC_2
324.raw
pRPLC_2
325.raw
pRPLC_2
326.raw
pRPLC_2
327.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 767/3150 [46:11<3:08:07,  4.74s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 769/3150 [46:14<2:20:17,  3.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 770/3150 [46:18<2:30:09,  3.79s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 24%|██▍       | 771/3150 [46:21<2:23:46,  3.63s/it]
 25%|██▍       | 775/3150 [46:22<1:05:28,  1.65s/it]
 25%|██▍       | 778/3150 [46:22<41:39,  1.05s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▍       | 780/3150 [46:25<48:13,  1.22s/it]

pRPLC_2
328.raw
pRPLC_2
329.raw
pRPLC_2
33.raw
pRPLC_2
330.raw
pRPLC_2
331.raw
pRPLC_2
332.raw
pRPLC_2
333.raw
pRPLC_2
334.raw
pRPLC_2
335.raw
pRPLC_2
336.raw
pRPLC_2
337.raw
pRPLC_2
338.raw
pRPLC_2
339.raw
pRPLC_2
34.raw
pRPLC_2
340.raw
pRPLC_2
341.raw
pRPLC_2
342.raw
pRPLC_2
343.raw
pRPLC_2
345.raw
pRPLC_2
346.raw
pRPLC_2
347.raw
pRPLC_2
348.raw
pRPLC_2
349.raw
pRPLC_2
35.raw
pRPLC_2
350.raw
pRPLC_2
351.raw
pRPLC_2
352.raw
pRPLC_2
354.raw
pRPLC_2
355.raw
pRPLC_2
356.raw
pRPLC_2
357.raw
pRPLC_2
358.raw
pRPLC_2
36.raw
pRPLC_2
37.raw
pRPLC_2
38.raw
pRPLC_2
39.raw
pRPLC_2
4.raw
pRPLC_2
40.raw
pRPLC_2
41.raw
pRPLC_2
42.raw
pRPLC_2
43.raw
pRPLC_2
44.raw
pRPLC_2
45.raw
pRPLC_2
46.raw
pRPLC_2
47.raw
pRPLC_2
48.raw
pRPLC_2
49.raw
pRPLC_2
5.raw
pRPLC_2
50.raw
pRPLC_2
51.raw
pRPLC_2
52.raw
pRPLC_2
53.raw
pRPLC_2
54.raw
pRPLC_2
55.raw
pRPLC_2
56.raw
pRPLC_2
57.raw
pRPLC_2
58.raw
pRPLC_2
59.raw
pRPLC_2
6.raw
pRPLC_2
60.raw
pRPLC_2
61.raw
pRPLC_2
62.raw
pRPLC_2
63.raw
pRPLC_2
64.raw
pRPLC_2
67.raw
pRPLC_2
68.raw
pRPLC_2
69.raw
pRPLC_2
70.raw
pRPLC_2
71.raw
pRPLC_2
73.raw
pRPLC_2
74.raw
pRPLC_2
75.raw
pRPLC_2
76.raw
pRPLC_2
77.raw
pRPLC_2
78.raw
pRPLC_2
79.raw
pRPLC_2
8.raw
pRPLC_2
80.raw
pRPLC_2
81.raw
pRPLC_2
82.raw
pRPLC_2
83.raw
pRPLC_2
84.raw
pRPLC_2
85.raw
pRPLC_2
86.raw
pRPLC_2
87.raw
pRPLC_2
88.raw
pRPLC_2
89.raw
pRPLC_2
9.raw
pRPLC_2
90.raw
pRPLC_2
91.raw
pRPLC_2
92.raw
pRPLC_2
93.raw
pRPLC_2
94.raw
pRPLC_2
95.raw
pRPLC_2
96.raw
pRPLC_2
97.raw
pRPLC_2
98.raw
pRPLC_2
99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1340 rows!
Extracted information for 1340 samples.
Processing  ST000271
No raw data detected. Ignoring ST000271
Processing  ST002173
Initiating REDU-table generation for AN003561
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
3058(1)-01_12_1_748.d
3058(1)-02_12_1_749.d
3058(4)-01_15_1_754.d
3058(4)-02_15_1_755.d
3058(5)-01_16_1_756.d
3058(5)-02_16_1_757.d
3066(3)-02_9_1_743.d
3066(4)-01_10_1_744.d
CR1-01_2_1_728.d
CR1-02_2_1_729.d
CR2-01_3_1_730.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST003101
Initiating REDU-table generation for AN005072
Rest length is 40
raw file key found.
Initiating REDU-table generation for AN005073
Rest length is 40
raw file key found.
Initiating REDU-table generation for AN005074
Rest length is 40
raw file key found.
Initiating REDU-table generation for AN005075
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Converted NEG
Q11_11-3-2023_R-B4_15108.mzML
Converted NEG
Q12_11-3-2023_R-B5_15098.mzML
Converted NEG
Q13_11-4-2023_R-B6_15126.mzML
Converted NEG
Q14_11-4-2023_R-B7_15122.mzML
Converted NEG
Q15_11-3-2023_R-B8_15099.mzML
Converted NEG
Q16_11-3-2023_R-B9_15097.mzML
Converted NEG
Q17_11-3-2023_R-C1_15091.mzML
Converted NEG
Q18_11-3-2023_R-C2_15105.mzML
Converted NEG
Q19_11-3-2023_R-C3_15104.mzML
Converted NEG
Q20_11-3-2023_R-C4_15092.mzML
Converted NEG
Q21_11-3-2023_R-C6_15103.mzML
Converted NEG
Q22_11-3-2023_R-C7_15109.mzML
Converted NEG
Q23_11-3-2023_R-C8_15102.mzML
Converted NEG
Q24_11-4-2023_R-C9_15129.mzML
Converted NEG
Q25_11-3-2023_R-D1_15096.mzML
Converted NEG
Q26_11-4-2023_R-D2_15128.mzML
Converted NEG
Q27_11-4-2023_R-D3_15117.mzML
Converted NEG
Q28_11-3-2023_R-D4_15085.mzML
Converted NEG
Q29_11-3-2023_R-D5_15086.mzML
Converted NEG
Q30_11-3-2023_R-D6_15087.mzML
Converted NEG
Q31_11-3-2023_R-D8_15113.mzML
Converted NEG
Q32_11-4-2023_R-D9_15123.mzML
Converted NEG
Q33_11-3-2023_R-E1_15100.mzML
Converted NEG
Q34_11-4-2023_R-E2_15125.mzML
Converted NEG
Q35_11-4-2023_R-E3_15116.mzML
Converted NEG
Q36_11-3-2023_R-E4_15115.mzML
Converted NEG
Q37_11-3-2023_R-E5_15088.mzML
Converted NEG
Q38_11-3-2023_R-E6_15110.mzML
Converted NEG
Q39_11-3-2023_R-E7_15089.mzML
Converted NEG
Q40_11-3-2023_R-E8_15112.mzML
Converted NEG
V10_11-4-2023_R-B2_15120.mzML
Converted NEG
V1_11-4-2023_R-A2_15124.mzML
Converted NEG
V2_11-3-2023_R-A3_15084.mzML
Converted NEG
V3_11-3-2023_R-A4_15101.mzML
Converted NEG
V4_11-3-2023_R-A5_15093.mzML
Converted NEG
V5_11-3-2023_R-A6_15090.mzML
Converted NEG
V6_11-4-2023_R-A7_15121.mzML
Converted NEG
V7_11-4-2023_R-A8_15127.mzML
Converted NEG
V8_11-3-2023_R-A9_15114.mzML
Converted NEG
V9_11-3-2023_R-B1_15111.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST003243
Initiating REDU-table generation for AN005313
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
24-08-18-2022-POS-Isaac-S01.raw
25-08-18-2022-POS-Isaac-S02.raw
26-08-18-2022-POS-Isaac-S03.raw
27-08-18-2022-POS-Isaac-S04.raw
28-08-18-2022-POS-Isaac-S05.raw
29-08-18-2022-POS-Isaac-S06.raw
30-08-18-2022-POS-Isaac-S07.raw
31-08-18-2022-POS-Isaac-S08.raw
32-08-18-2022-POS-Isaac-S09.raw
33-08-18-2022-POS-Isaac-S10.raw
35-08-18-2022-POS-Isaac-S11.raw
36-08-18-2022-POS-Isaac-S12.raw
37-08-18-2022-POS-Isaac-S13.raw
38-08-18-2022-POS-Isaac-S14.raw
39-08-18-2022-POS-Isaac-S15.raw
40-08-18-2022-POS-Isaac-S16.raw
41-08-18-2022-POS-Isaac-S17.raw
42-08-18-2022-POS-Isaac-S18.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000496
No raw data detected. Ignoring ST000496
Processing  ST001221
No raw data detected. Ignoring ST001221
Processing  ST001068
No raw data detected. Ignoring ST001068
Processing  ST001843
No raw data detected. Ignoring ST001843
Processing  ST000936
No raw data detected. Ignoring ST000936
Processing  ST000613
No raw data detected. Ignoring ST000613
Processing  ST000320
No raw data detected. Ignoring ST000320
Processing  ST001547
Initiating REDU-table generation for AN002576
Rest length is 8
raw file key found.
Initiating REDU-table generation for AN002577
Rest length is 8
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST001547
CP_control_1.raw
ST001547
CP_control_2.raw
ST001547
CP_control_3.raw
ST001547
CP_control_4.raw
ST001547
CP_isoprenaline_1.raw
ST001547
CP_isoprenaline_2.raw
ST001547
CP_isoprenaline_3.raw
ST001547
CP_isoprenaline_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST001968
No raw data detected. Ignoring ST001968
Processing  ST000793
No raw data detected. Ignoring ST000793
Processing  ST000521
No raw data detected. Ignoring ST000521
Processing  ST001505
Initiating REDU-table generation for AN002494
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]

Mapping potential matches:  22%|██▏       | 8/36 [00:00<00:00, 73.42it/s]

Mapping potential matches:  44%|████▍     | 16/36 [00:00<00:00, 75.46it/s]

Mapping potential matches:  69%|██████▉   | 25/36 [00:00<00:00, 78.63it/s]

Mapping potential matches:  92%|█████████▏| 33/36 [00:00<00:00, 78.58it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 78.34it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002495
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 9/36 [00:00<00:00, 85.71it/s]

Mapping potential matches:  50%|█████     | 18/36 [00:00<00:00, 85.08it/s]

Mapping potential matches:  75%|███████▌  | 27/36 [00:00<00:00, 85.43it/s]

Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 85.68it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 85.53it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▍       | 783/3150 [46:30<54:17,  1.38s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▍       | 785/3150 [46:33<56:37,  1.44s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AutoMSMS-Neg-modified
Ctrl-W-10_7669.d
AutoMSMS-Neg-modified
Ctrl-W-11_7725.d
AutoMSMS-Neg-modified
Ctrl-W-12_7705.d
AutoMSMS-Neg-modified
Ctrl-W-13_7689.d
AutoMSMS-Neg-modified
Ctrl-W-14_7727.d
AutoMSMS-Neg-modified
Ctrl-W-15_7685.d
AutoMSMS-Neg-modified
Ctrl-W-1_7695.d
AutoMSMS-Neg-modified
Ctrl-W-2_7641.d
AutoMSMS-Neg-modified
Ctrl-W-3_7711.d
AutoMSMS-Neg-modified
Ctrl-W-4_7735.d
AutoMSMS-Neg-modified
Ctrl-W-5_7637.d
AutoMSMS-Neg-modified
Ctrl-W-6_7633.d
AutoMSMS-Neg-modified
Ctrl-W-7_7701.d
AutoMSMS-Neg-modified
Ctrl-W-8_7741.d
AutoMSMS-Neg-modified
Ctrl-W-9_7667.d
AutoMSMS-Neg-modified
Dex-W-10_7629.d
AutoMSMS-Neg-modified
Dex-W-11_7733.d
AutoMSMS-Neg-modified
Dex-W-12_7659.d
AutoMSMS-Neg-modified
Dex-W-13_7627.d
AutoMSMS-Neg-modified
Dex-W-1_7687.d
AutoMSMS-Neg-modified
Dex-W-2_7679.d
AutoMSMS-Neg-modified
Dex-W-3_7623.d
AutoMSMS-Neg-modified
Dex-W-4_7739.d
AutoMSMS-Neg-modified
Dex-W-5_7663.d
AutoMSMS-Neg-modified
Dex-W-6_7651.d
AutoMSMS-Neg-modified
Dex-W-7_7647.d
AutoMSMS-Neg-modified
Dex-W-8_7665.d
AutoMSMS-Neg-modified
Dex-W-9_7671.d
AutoMSMS-Neg-modified
LPS-W-10_7697.d
AutoMSMS-Neg-modified
LPS-W-11_7717.d
AutoMSMS-Neg-modified
LPS-W-12_7635.d
AutoMSMS-Neg-modified
LPS-W-13_7649.d
AutoMSMS-Neg-modified
LPS-W-1_7645.d
AutoMSMS-Neg-modified
LPS-W-2_7653.d
AutoMSMS-Neg-modified
LPS-W-3_7661.d
AutoMSMS-Neg-modified
LPS-W-4_7673.d
AutoMSMS-Neg-modified
LPS-W-5_7681.d
AutoMSMS-Neg-modified
LPS-W-6_7721.d
AutoMSMS-Neg-modified
LPS-W-7_7731.d
AutoMSMS-Neg-modified
LPS-W-8_7709.d
AutoMSMS-Neg-modified
STV-W-10_7715.d
AutoMSMS-Neg-modified
STV-W-11_7699.d
AutoMSMS-Neg-modified
STV-W-12_7713.d
AutoMSMS-Neg-modified
STV-W-13_7719.d
AutoMSMS-Neg-modified
STV-W-1_7625.d
AutoMSMS-Neg-modified
STV-W-2_7643.d
AutoMSMS-Neg-modified
STV-W-3_7631.d
AutoMSMS-Neg-modified
STV-W-4_7655.d
AutoMSMS-Neg-modified
STV-W-5_7691.d
AutoMSMS-Neg-modified
STV-W-6_7737.d
AutoMSMS-Neg-modified
STV-W-7_7683.d
AutoMSMS-Neg-modified
STV-W-8_7677.d
AutoMSMS-Pos-2-modified
Ctrl-W-10_7517.d
AutoMSMS-Pos-2-modified
Ctrl-W-11_7573.d
AutoMSMS-Pos-2-modified
Ctrl-W-12_7553.d
AutoMSMS-Pos-2-modified
Ctrl-W-13_7537.d
AutoMSMS-Pos-2-modified
Ctrl-W-14_7575.d
AutoMSMS-Pos-2-modified
Ctrl-W-15_7533.d
AutoMSMS-Pos-2-modified
Ctrl-W-1_7543.d
AutoMSMS-Pos-2-modified
Ctrl-W-2_7489.d
AutoMSMS-Pos-2-modified
Ctrl-W-3_7559.d
AutoMSMS-Pos-2-modified
Ctrl-W-4_7583.d
AutoMSMS-Pos-2-modified
Ctrl-W-5_7485.d
AutoMSMS-Pos-2-modified
Ctrl-W-6_7481.d
AutoMSMS-Pos-2-modified
Ctrl-W-7_7549.d
AutoMSMS-Pos-2-modified
Ctrl-W-8_7589.d
AutoMSMS-Pos-2-modified
Ctrl-W-9_7515.d
AutoMSMS-Pos-2-modified
Dex-W-10_7477.d
AutoMSMS-Pos-2-modified
Dex-W-11_7581.d
AutoMSMS-Pos-2-modified
Dex-W-12_7507.d
AutoMSMS-Pos-2-modified
Dex-W-13_7475.d
AutoMSMS-Pos-2-modified
Dex-W-1_7535.d
AutoMSMS-Pos-2-modified
Dex-W-2_7527.d
AutoMSMS-Pos-2-modified
Dex-W-3_7471.d
AutoMSMS-Pos-2-modified
Dex-W-4_7587.d
AutoMSMS-Pos-2-modified
Dex-W-5_7511.d
AutoMSMS-Pos-2-modified
Dex-W-6_7499.d
AutoMSMS-Pos-2-modified
Dex-W-7_7495.d
AutoMSMS-Pos-2-modified
Dex-W-8_7513.d
AutoMSMS-Pos-2-modified
Dex-W-9_7519.d
AutoMSMS-Pos-2-modified
LPS-W-10_7545.d
AutoMSMS-Pos-2-modified
LPS-W-11_7565.d
AutoMSMS-Pos-2-modified
LPS-W-12_7483.d
AutoMSMS-Pos-2-modified
LPS-W-13_7497.d
AutoMSMS-Pos-2-modified
LPS-W-1_7493.d
AutoMSMS-Pos-2-modified
LPS-W-2_7501.d
AutoMSMS-Pos-2-modified
LPS-W-3_7509.d
AutoMSMS-Pos-2-modified
LPS-W-4_7521.d
AutoMSMS-Pos-2-modified
LPS-W-5_7529.d
AutoMSMS-Pos-2-modified
LPS-W-6_7569.d
AutoMSMS-Pos-2-modified
LPS-W-7_7579.d
AutoMSMS-Pos-2-modified
LPS-W-8_7557.d
AutoMSMS-Pos-2-modified
STV-W-10_7563.d
AutoMSMS-Pos-2-modified
STV-W-11_7547.d
AutoMSMS-Pos-2-modified
STV-W-12_7561.d
AutoMSMS-Pos-2-modified
STV-W-13_7567.d
AutoMSMS-Pos-2-modified
STV-W-1_7473.d
AutoMSMS-Pos-2-modified
STV-W-2_7491.d
AutoMSMS-Pos-2-modified
STV-W-3_7479.d
AutoMSMS-Pos-2-modified
STV-W-4_7503.d
AutoMSMS-Pos-2-modified
STV-W-5_7539.d
AutoMSMS-Pos-2-modified
STV-W-6_7585.d
AutoMSMS-Pos-2-modified
STV-W-7_7531.d
AutoMSMS-Pos-2-modified
STV-W-8_7525.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 104 rows!
Extracted information for 104 samples.
Processing  ST001925
No raw data detected. Ignoring ST001925
Processing  ST002111
Initiating REDU-table generation for AN003454
Rest length is 66
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003455
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Negative Ion Mode
ChR_1WPC_NS_NEG_(1).raw
Negative Ion Mode
ChR_1WPC_NS_NEG_(2).raw
Negative Ion Mode
ChR_1WPC_NS_NEG_(3).raw
Negative Ion Mode
ChR_1WPC_PS_NEG_(1).raw
Negative Ion Mode
ChR_1WPC_PS_NEG_(2).raw
Negative Ion Mode
ChR_1WPC_PS_NEG_(3).raw
Negative Ion Mode
ChR_2WPC_NS_NEG_(1).raw
Negative Ion Mode
ChR_2WPC_NS_NEG_(2).raw
Negative Ion Mode
ChR_2WPC_NS_NEG_(3).raw
Negative Ion Mode
ChR_2WPC_PS_NEG_(1).raw
Negative Ion Mode
ChR_2WPC_PS_NEG_(2).raw
Negative Ion Mode
ChR_2WPC_PS_NEG_(3).raw
Negative Ion Mode
ChR_NC_NS_NEG_(1).raw
Negative Ion Mode
ChR_NC_NS_NEG_(2).raw
Negative Ion Mode
ChR_NC_NS_NEG_(3).raw
Negative Ion Mode
ChR_NC_NS_NEG_(4).raw
Negative Ion Mode
ChR_NC_NS_NEG_(5).raw
Negative Ion Mode
ChR_NC_NS_NEG_(6).raw
Negative Ion Mode
ChR_NC_NS_NEG_(7).raw
Negative Ion Mode
ChR_NC_NS_NEG_(8).raw
Negative Ion Mode
WT_1WPC_NS_NEG_(1).raw
Negative Ion Mode
WT_1WPC_NS_NEG_(2).raw
Negative Ion Mode
WT_1WPC_NS_NEG_(3).raw
Negative Ion Mode
WT_1WPC_NS_NEG_(4).raw
Negative Ion Mode
WT_2WPC_NS_NEG_(1).raw
Negative Ion Mode
WT_2WPC_NS_NEG_(2).raw
Negative Ion Mode
WT_2WPC_NS_NEG_(3).raw
Negative Ion Mode
WT_NC_NS_NEG_(1).raw
Negative Ion Mode
WT_NC_NS_NEG_(2).raw
Negative Ion Mode
WT_NC_NS_NEG_(3).raw
Negative Ion Mode
WT_NC_NS_NEG_(4).raw
Negative Ion Mode
WT_NC_NS_NEG_(5).raw
Negative Ion Mode
WT_NC_NS_NEG_(6).raw
Positive Ion Mode
ChR_1WPC_NS_POS_(1).raw
Positive Ion Mode
ChR_1WPC_NS_POS_(2).raw
Positive Ion Mode
ChR_1WPC_NS_POS_(3).raw
Positive Ion Mode
ChR_1WPC_PS_POS_(1).raw
Positive Ion Mode
ChR_1WPC_PS_POS_(2).raw
Positive Ion Mode
ChR_1WPC_PS_POS_(3).raw
Positive Ion Mode
ChR_2WPC_NS_POS_(1).raw
Positive Ion Mode
ChR_2WPC_NS_POS_(2).raw
Positive Ion Mode
ChR_2WPC_NS_POS_(3).raw
Positive Ion Mode
ChR_2WPC_PS_POS_(1).raw
Positive Ion Mode
ChR_2WPC_PS_POS_(2).raw
Positive Ion Mode
ChR_2WPC_PS_POS_(3).raw
Positive Ion Mode
ChR_NC_NS_POS_(1).raw
Positive Ion Mode
ChR_NC_NS_POS_(2).raw
Positive Ion Mode
ChR_NC_NS_POS_(3).raw
Positive Ion Mode
ChR_NC_NS_POS_(4).raw
Positive Ion Mode
ChR_NC_NS_POS_(5).raw
Positive Ion Mode
ChR_NC_NS_POS_(6).raw
Positive Ion Mode
ChR_NC_NS_POS_(7).raw
Positive Ion Mode
ChR_NC_NS_POS_(8).raw
Positive Ion Mode
WT_1WPC_NS_POS_(1).raw
Positive Ion Mode
WT_1WPC_NS_POS_(2).raw
Positive Ion Mode
WT_1WPC_NS_POS_(3).raw
Positive Ion Mode
WT_1WPC_NS_POS_(4).raw
Positive Ion Mode
WT_2WPC_NS_POS_(1).raw
Positive Ion Mode
WT_2WPC_NS_POS_(2).raw
Positive Ion Mode
WT_2WPC_NS_POS_(3).raw
Positive Ion Mode
WT_NC_NS_POS_(1).raw
Positive Ion Mode
WT_NC_NS_POS_(2).raw
Positive Ion Mode
WT_NC_NS_POS_(3).raw
Positive Ion Mode
WT_NC_NS_POS_(4).raw
Positive Ion Mode
WT_NC_NS_POS_(5).raw
Positive Ion Mode
WT_NC_NS_POS_(6).raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST000401
No raw data detected. Ignoring ST000401
Processing  ST001477
Initiating REDU-table generation for AN002453
Rest length is 73
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Harvard_PTEN
C0
C0S_10_neg.raw
Harvard_PTEN
C0
C0S_10_neg_20200613191746.raw
Harvard_PTEN
C0
C0S_10_pos.raw
Harvard_PTEN
C0
C0S_10_pos_20200613183555.raw
Harvard_PTEN
C0
C0S_11_neg.raw
Harvard_PTEN
C0
C0S_11_neg_20200614013119.raw
Harvard_PTEN
C0
C0S_11_pos.raw
Harvard_PTEN
C0
C0S_11_pos_20200614004937.raw
Harvard_PTEN
C0
C0S_12_neg.raw
Harvard_PTEN
C0
C0S_12_neg_20200614074437.raw
Harvard_PTEN
C0
C0S_12_pos.raw
Harvard_PTEN
C0
C0S_12_pos_20200614070253.raw
Harvard_PTEN
C0
C0S_1_neg.raw
Harvard_PTEN
C0
C0S_1_neg_20200608213701.raw
Harvard_PTEN
C0
C0S_1_pos.raw
Harvard_PTEN
C0
C0S_1_pos_20200608205522.raw
Harvard_PTEN
C0
C0S_2_neg.raw
Harvard_PTEN
C0
C0S_2_neg_20200609035036.raw
Harvard_PTEN
C0
C0S_2_pos.raw
Harvard_PTEN
C0
C0S_2_pos_20200609030856.raw
Harvard_PTEN
C0
C0S_3_neg.raw
Harvard_PTEN
C0
C0S_3_neg_20200609100424.raw
Harvard_PTEN
C0
C0S_3_pos.raw
Harvard_PTEN
C0
C0S_3_pos_20200609092238.raw
Harvard_PTEN
C0
C0S_4_neg.raw
Harvard_PTEN
C0
C0S_4_neg_20200609163529.raw
Harvard_PTEN
C0
C0S_4_pos.raw
Harvard_PTEN
C0
C0S_4_pos_20200609153635.raw
Harvard_PTEN
C0
C0S_5_neg.raw
Harvard_PTEN
C0
C0S_5_neg_20200609224927.raw
Harvard_PTEN
C0
C0S_5_pos.raw
Harvard_PTEN
C0
C0S_5_pos_20200609220738.raw
Harvard_PTEN
C0
C0S_6_neg.raw
Harvard_PTEN
C0
C0S_6_neg_20200610050335.raw
Harvard_PTEN
C0
C0S_6_pos.raw
Harvard_PTEN
C0
C0S_6_pos_20200610042154.raw
Harvard_PTEN
C0
C0S_7_neg.raw
Harvard_PTEN
C0
C0S_7_neg_20200613003537.raw
Harvard_PTEN
C0
C0S_8_neg.raw
Harvard_PTEN
C0
C0S_8_neg_20200613064939.raw
Harvard_PTEN
C0
C0S_8_pos.raw
Harvard_PTEN
C0
C0S_8_pos_20200613060758.raw
Harvard_PTEN
C0
C0S_9_neg.raw
Harvard_PTEN
C0
C0S_9_neg_20200613130350.raw
Harvard_PTEN
C0
C0S_9_pos.raw
Harvard_PTEN
C0
C0S_9_pos_20200613122208.raw
Harvard_PTEN
C14
C14S_10_neg.raw
Harvard_PTEN
C14
C14S_10_neg_20200526053113.raw
Harvard_PTEN
C14
C14S_10_pos.raw
Harvard_PTEN
C14
C14S_10_pos_20200526044920.raw
Harvard_PTEN
C14
C14S_11_neg.raw
Harvard_PTEN
C14
C14S_11_neg_20200526114509.raw
Harvard_PTEN
C14
C14S_11_pos.raw
Harvard_PTEN
C14
C14S_11_pos_20200526110328.raw
Harvard_PTEN
C14
C14S_12_neg.raw
Harvard_PTEN
C14
C14S_12_neg_20200526175906.raw
Harvard_PTEN
C14
C14S_12_pos.raw
Harvard_PTEN
C14
C14S_12_pos_20200526171716.raw
Harvard_PTEN
C14
C14S_1_neg.raw
Harvard_PTEN
C14
C14S_1_neg_20200523045010.raw
Harvard_PTEN
C14
C14S_1_pos.raw
Harvard_PTEN
C14
C14S_1_pos_20200523040819.raw
Harvard_PTEN
C14
C14S_2_neg.raw
Harvard_PTEN
C14
C14S_2_neg_20200523110421.raw
Harvard_PTEN
C14
C14S_2_pos.raw
Harvard_PTEN
C14
C14S_2_pos_20200523102241.raw
Harvard_PTEN
C14
C14S_3_neg.raw
Harvard_PTEN
C14
C14S_3_neg_20200523171815.raw
Harvard_PTEN
C14
C14S_3_pos.raw
Harvard_PTEN
C14
C14S_3_pos_20200523163627.raw
Harvard_PTEN
C14
C14S_4_neg.raw
Harvard_PTEN
C14
C14S_4_neg_20200524160616.raw
Harvard_PTEN
C14
C14S_4_pos.raw
Harvard_PTEN
C14
C14S_4_pos_20200524152425.raw
Harvard_PTEN
C14
C14S_5_neg.raw
Harvard_PTEN
C14
C14S_5_neg_20200524222030.raw
Harvard_PTEN
C14
C14S_5_pos.raw
Harvard_PTEN
C14
C14S_5_pos_20200524213839.raw
Harvard_PTEN
C14
C14S_6_neg.raw
Harvard_PTEN
C14
C14S_6_neg_20200525043443.raw
Harvard_PTEN
C14
C14S_6_pos.raw
Harvard_PTEN
C14
C14S_6_pos_20200525035253.raw
Harvard_PTEN
C14
C14S_7_neg.raw
Harvard_PTEN
C14
C14S_7_neg_20200525104857.raw
Harvard_PTEN
C14
C14S_7_pos.raw
Harvard_PTEN
C14
C14S_7_pos_20200525100704.raw
Harvard_PTEN
C14
C14S_8_neg.raw
Harvard_PTEN
C14
C14S_8_neg_20200525170250.raw
Harvard_PTEN
C14
C14S_8_pos.raw
Harvard_PTEN
C14
C14S_8_pos_20200525162109.raw
Harvard_PTEN
C14
C14S_9_neg.raw
Harvard_PTEN
C14
C14S_9_neg_20200525231701.raw
Harvard_PTEN
C14
C14S_9_pos.raw
Harvard_PTEN
C14
C14S_9_pos_20200525223519.raw
Harvard_PTEN
C7
C7S_10_neg.raw
Harvard_PTEN
C7
C7S_10_neg_20200530153014.raw
Harvard_PTEN
C7
C7S_10_pos.raw
Harvard_PTEN
C7
C7S_10_pos_20200530144827.raw
Harvard_PTEN
C7
C7S_11_neg.raw
Harvard_PTEN
C7
C7S_11_neg_20200530214419.raw
Harvard_PTEN
C7
C7S_11_pos.raw
Harvard_PTEN
C7
C7S_11_pos_20200530210235.raw
Harvard_PTEN
C7
C7S_12_neg.raw
Harvard_PTEN
C7
C7S_12_neg_20200531035829.raw
Harvard_PTEN
C7
C7S_12_pos.raw
Harvard_PTEN
C7
C7S_12_pos_20200531031646.raw
Harvard_PTEN
C7
C7S_1_neg.raw
Harvard_PTEN
C7
C7S_1_neg_20200527192248.raw
Harvard_PTEN
C7
C7S_1_pos.raw
Harvard_PTEN
C7
C7S_1_pos_20200527184104.raw
Harvard_PTEN
C7
C7S_2_neg.raw
Harvard_PTEN
C7
C7S_2_neg_20200528013710.raw
Harvard_PTEN
C7
C7S_2_pos.raw
Harvard_PTEN
C7
C7S_2_pos_20200528005521.raw
Harvard_PTEN
C7
C7S_3_neg.raw
Harvard_PTEN
C7
C7S_3_neg_20200528075049.raw
Harvard_PTEN
C7
C7S_3_pos.raw
Harvard_PTEN
C7
C7S_3_pos_20200528070903.raw
Harvard_PTEN
C7
C7S_4_neg.raw
Harvard_PTEN
C7
C7S_4_neg_20200528140441.raw
Harvard_PTEN
C7
C7S_4_pos.raw
Harvard_PTEN
C7
C7S_4_pos_20200528132259.raw
Harvard_PTEN
C7
C7S_5_neg.raw
Harvard_PTEN
C7
C7S_5_neg_20200528201849.raw
Harvard_PTEN
C7
C7S_5_pos.raw
Harvard_PTEN
C7
C7S_5_pos_20200528193702.raw
Harvard_PTEN
C7
C7S_6_neg.raw
Harvard_PTEN
C7
C7S_6_neg_20200529023302.raw
Harvard_PTEN
C7
C7S_6_pos.raw
Harvard_PTEN
C7
C7S_6_pos_20200529015118.raw
Harvard_PTEN
C7
C7S_7_neg.raw
Harvard_PTEN
C7
C7S_7_neg_20200529204751.raw
Harvard_PTEN
C7
C7S_7_pos.raw
Harvard_PTEN
C7
C7S_7_pos_20200529200604.raw
Harvard_PTEN
C7
C7S_8_neg.raw
Harvard_PTEN
C7
C7S_8_neg_20200530030203.raw
Harvard_PTEN
C7
C7S_8_pos.raw
Harvard_PTEN
C7
C7S_8_pos_20200530022018.raw
Harvard_PTEN
C7
C7S_9_neg.raw
Harvard_PTEN
C7
C7S_9_neg_20200530091608.raw
Harvard_PTEN
C7
C7S_9_pos.raw
Harvard_PTEN
C7
C7S_9_pos_20200530083422.raw
Harvard_PTEN
P0
P0S_10_neg.raw
Harvard_PTEN
P0
P0S_10_neg_20200606152743.raw
Harvard_PTEN
P0
P0S_10_pos.raw
Harvard_PTEN
P0
P0S_10_pos_20200606144603.raw
Harvard_PTEN
P0
P0S_11_neg.raw
Harvard_PTEN
P0
P0S_11_neg_20200606214149.raw
Harvard_PTEN
P0
P0S_11_pos.raw
Harvard_PTEN
P0
P0S_11_pos_20200606210005.raw
Harvard_PTEN
P0
P0S_12_neg.raw
Harvard_PTEN
P0
P0S_12_neg_20200607035553.raw
Harvard_PTEN
P0
P0S_12_pos.raw
Harvard_PTEN
P0
P0S_12_pos_20200607031410.raw
Harvard_PTEN
P0
P0S_1_neg.raw
Harvard_PTEN
P0
P0S_1_neg_20200603220325.raw
Harvard_PTEN
P0
P0S_1_pos.raw
Harvard_PTEN
P0
P0S_1_pos_20200603212139.raw
Harvard_PTEN
P0
P0S_2_neg.raw
Harvard_PTEN
P0
P0S_2_neg_20200604041702.raw
Harvard_PTEN
P0
P0S_2_pos.raw
Harvard_PTEN
P0
P0S_2_pos_20200604033517.raw
Harvard_PTEN
P0
P0S_3_neg.raw
Harvard_PTEN
P0
P0S_3_neg_20200604103008.raw
Harvard_PTEN
P0
P0S_3_pos.raw
Harvard_PTEN
P0
P0S_3_pos_20200604094829.raw
Harvard_PTEN
P0
P0S_4_neg.raw
Harvard_PTEN
P0
P0S_4_neg_20200604164343.raw
Harvard_PTEN
P0
P0S_4_pos.raw
Harvard_PTEN
P0
P0S_4_pos_20200604160205.raw
Harvard_PTEN
P0
P0S_5_neg.raw
Harvard_PTEN
P0
P0S_5_neg_20200604225703.raw
Harvard_PTEN
P0
P0S_5_pos.raw
Harvard_PTEN
P0
P0S_5_pos_20200604221523.raw
Harvard_PTEN
P0
P0S_6_neg.raw
Harvard_PTEN
P0
P0S_6_neg_20200605051037.raw
Harvard_PTEN
P0
P0S_6_pos.raw
Harvard_PTEN
P0
P0S_6_pos_20200605042856.raw
Harvard_PTEN
P0
P0S_7_neg.raw
Harvard_PTEN
P0
P0S_7_neg_20200605204630.raw
Harvard_PTEN
P0
P0S_7_pos.raw
Harvard_PTEN
P0
P0S_7_pos_20200605200446.raw
Harvard_PTEN
P0
P0S_8_neg.raw
Harvard_PTEN
P0
P0S_8_neg_20200606030004.raw
Harvard_PTEN
P0
P0S_8_pos.raw
Harvard_PTEN
P0
P0S_8_pos_20200606021822.raw
Harvard_PTEN
P0
P0S_9_neg.raw
Harvard_PTEN
P0
P0S_9_neg_20200606091400.raw
Harvard_PTEN
P0
P0S_9_pos.raw
Harvard_PTEN
P0
P0S_9_pos_20200606083217.raw
Harvard_PTEN
P14
P14S_10_neg.raw
Harvard_PTEN
P14
P14S_10_neg_20200522085251.raw
Harvard_PTEN
P14
P14S_10_pos.raw
Harvard_PTEN
P14
P14S_10_pos_20200522081108.raw
Harvard_PTEN
P14
P14S_11_neg.raw
Harvard_PTEN
P14
P14S_11_neg_20200522161059.raw
Harvard_PTEN
P14
P14S_11_pos.raw
Harvard_PTEN
P14
P14S_11_pos_20200522142442.raw
Harvard_PTEN
P14
P14S_12_neg.raw
Harvard_PTEN
P14
P14S_12_neg_20200522222443.raw
Harvard_PTEN
P14
P14S_12_pos.raw
Harvard_PTEN
P14
P14S_12_pos_20200522214304.raw
Harvard_PTEN
P14
P14S_1_neg.raw
Harvard_PTEN
P14
P14S_1_neg_20200520004645.raw
Harvard_PTEN
P14
P14S_1_pos.raw
Harvard_PTEN
P14
P14S_1_pos_20200520000504.raw
Harvard_PTEN
P14
P14S_2_neg.raw
Harvard_PTEN
P14
P14S_2_neg_20200520070040.raw
Harvard_PTEN
P14
P14S_2_pos.raw
Harvard_PTEN
P14
P14S_2_pos_20200520061858.raw
Harvard_PTEN
P14
P14S_3_neg.raw
Harvard_PTEN
P14
P14S_3_neg_20200520131348.raw
Harvard_PTEN
P14
P14S_3_pos.raw
Harvard_PTEN
P14
P14S_3_pos_20200520123206.raw
Harvard_PTEN
P14
P14S_4_neg.raw
Harvard_PTEN
P14
P14S_4_neg_20200520192806.raw
Harvard_PTEN
P14
P14S_4_pos.raw
Harvard_PTEN
P14
P14S_4_pos_20200520184613.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▍       | 787/3150 [46:37<1:02:02,  1.58s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▌       | 789/3150 [46:40<57:49,  1.47s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▌       | 792/3150 [46:43<53:30,  1.36s/it]
Harvard_PTEN
P14
P14S_5_neg.raw
Harvard_PTEN
P14
P14S_5_neg_20200521014209.raw
Harvard_PTEN
P14
P14S_5_pos.raw
Harvard_PTEN
P14
P14S_5_pos_20200521010027.raw
Harvard_PTEN
P14
P14S_6_neg.raw
Harvard_PTEN
P14
P14S_6_neg_20200521075615.raw
Harvard_PTEN
P14
P14S_6_pos.raw
Harvard_PTEN
P14
P14S_6_pos_20200521071422.raw
Harvard_PTEN
P14
P14S_7_neg.raw
Harvard_PTEN
P14
P14S_7_neg_20200521141028.raw
Harvard_PTEN
P14
P14S_7_pos.raw
Harvard_PTEN
P14
P14S_7_pos_20200521132838.raw
Harvard_PTEN
P14
P14S_8_neg.raw
Harvard_PTEN
P14
P14S_8_neg_20200521202436.raw
Harvard_PTEN
P14
P14S_8_pos.raw
Harvard_PTEN
P14
P14S_8_pos_20200521194255.raw
Harvard_PTEN
P14
P14S_9_neg.raw
Harvard_PTEN
P14
P14S_9_neg_20200522023844.raw
Harvard_PTEN
P14
P14S_9_pos.raw
Harvard_PTEN
P14
P14S_9_pos_20200522015701.raw
Harvard_PTEN
P7
P7S_10_neg.raw
Harvard_PTEN
P7
P7S_10_neg_20200627172123.raw
Harvard_PTEN
P7
P7S_10_pos.raw
Harvard_PTEN
P7
P7S_10_pos_20200627163939.raw
Harvard_PTEN
P7
P7S_11_neg.raw
Harvard_PTEN
P7
P7S_11_neg_20200627233447.raw
Harvard_PTEN
P7
P7S_11_pos.raw
Harvard_PTEN
P7
P7S_11_pos_20200627225311.raw
Harvard_PTEN
P7
P7S_12_neg.raw
Harvard_PTEN
P7
P7S_12_neg_20200628054807.raw
Harvard_PTEN
P7
P7S_12_pos.raw
Harvard_PTEN
P7
P7S_12_pos_20200628050623.raw
Harvard_PTEN
P7
P7S_13_neg.raw
Harvard_PTEN
P7
P7S_13_neg_20200628120125.raw
Harvard_PTEN
P7
P7S_13_pos.raw
Harvard_PTEN
P7
P7S_13_pos_20200628111952.raw
Harvard_PTEN
P7
P7S_1_neg.raw
Harvard_PTEN
P7
P7S_1_neg_20200619214403.raw
Harvard_PTEN
P7
P7S_1_pos.raw
Harvard_PTEN
P7
P7S_1_pos_20200619210217.raw
Harvard_PTEN
P7
P7S_2_neg.raw
Harvard_PTEN
P7
P7S_2_neg_20200620035726.raw
Harvard_PTEN
P7
P7S_2_pos.raw
Harvard_PTEN
P7
P7S_2_pos_20200620031540.raw
Harvard_PTEN
P7
P7S_3_neg.raw
Harvard_PTEN
P7
P7S_3_neg_20200620101049.raw
Harvard_PTEN
P7
P7S_3_pos.raw
Harvard_PTEN
P7
P7S_3_pos_20200620092856.raw
Harvard_PTEN
P7
P7S_4_neg.raw
Harvard_PTEN
P7
P7S_4_neg_20200620162446.raw
Harvard_PTEN
P7
P7S_4_pos.raw
Harvard_PTEN
P7
P7S_4_pos_20200620154256.raw
Harvard_PTEN
P7
P7S_5_neg.raw
Harvard_PTEN
P7
P7S_5_neg_20200620223826.raw
Harvard_PTEN
P7
P7S_5_pos.raw
Harvard_PTEN
P7
P7S_5_pos_20200620215655.raw
Harvard_PTEN
P7
P7S_6_neg.raw
Harvard_PTEN
P7
P7S_6_neg_20200621045228.raw
Harvard_PTEN
P7
P7S_6_pos.raw
Harvard_PTEN
P7
P7S_6_pos_20200621041047.raw
Harvard_PTEN
P7
P7S_7_neg.raw
Harvard_PTEN
P7
P7S_7_neg_20200626223851.raw
Harvard_PTEN
P7
P7S_7_pos.raw
Harvard_PTEN
P7
P7S_7_pos_20200626215702.raw
Harvard_PTEN
P7
P7S_8_neg.raw
Harvard_PTEN
P7
P7S_8_neg_20200627045300.raw
Harvard_PTEN
P7
P7S_8_pos.raw
Harvard_PTEN
P7
P7S_8_pos_20200627041110.raw
Harvard_PTEN
P7
P7S_9_neg.raw
Harvard_PTEN
P7
P7S_9_neg_20200627110718.raw
Harvard_PTEN
P7
P7S_9_pos.raw
Harvard_PTEN
P7
P7S_9_pos_20200627102535.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 290 rows!
Extracted information for 290 samples.
Processing  ST001869
No raw data detected. Ignoring ST001869
Processing  ST001318
Initiating REDU-table generation for AN002194
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx 240958 Jasvinder Kaur
151210alvsa01_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa02_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa03_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa04_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa05_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa06_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa07_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa08_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa09_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa10_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa11_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa12_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa13_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa14_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa15_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa16_2.cdf
mx 240958 Jasvinder Kaur
151210alvsa17_2.cdf
mx 240958 Jasvinder Kaur
151210alvsa18_2.cdf
mx 240958 Jasvinder Kaur
151210alvsa19_2.cdf
mx 240958 Jasvinder Kaur
151210alvsa20_2.cdf
mx 240958 Jasvinder Kaur
151210alvsa21_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa22_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa23_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa24_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa25_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa26_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa27_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa28_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa29_1.cdf
mx 240958 Jasvinder Kaur
151210alvsa30_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002294
No raw data detected. Ignoring ST002294
Processing  ST000359
No raw data detected. Ignoring ST000359
Processing  ST002696
Initiating REDU-table generation for AN004369
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004370
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
24_WT5-2_pos.mzML
25_WT1-2_pos.mzML
26_WT2-2_pos.mzML
27_KO1-2_pos.mzML
28_WT3-2_pos.mzML
29_KO3-2_pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000404
No raw data detected. Ignoring ST000404
Processing  ST000661
No raw data detected. Ignoring ST000661
Processing  ST001885
Initiating REDU-table generation for AN003049
Rest length is 70
raw file key found.
Initiating REDU-table generation for AN003050
Rest length is 70
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
GT_RP_Negative
74_3ERB74_AC_1.mzML
GT_RP_Negative
74_3ERB74_AC_10.mzML
GT_RP_Negative
74_3ERB74_AC_11.mzML
GT_RP_Negative
74_3ERB74_AC_12.mzML
GT_RP_Negative
74_3ERB74_AC_13.mzML
GT_RP_Negative
74_3ERB74_AC_14.mzML
GT_RP_Negative
74_3ERB74_AC_15.mzML
GT_RP_Negative
74_3ERB74_AC_2.mzML
GT_RP_Negative
74_3ERB74_AC_3.mzML
GT_RP_Negative
74_3ERB74_AC_4.mzML
GT_RP_Negative
74_3ERB74_AC_5.mzML
GT_RP_Negative
74_3ERB74_AC_6.mzML
GT_RP_Negative
74_3ERB74_AC_7.mzML
GT_RP_Negative
74_3ERB74_AC_8.mzML
GT_RP_Negative
74_3ERB74_AC_9.mzML
GT_RP_Negative
74_3ERB74_AT_1.mzML
GT_RP_Negative
74_3ERB74_AT_10.mzML
GT_RP_Negative
74_3ERB74_AT_11.mzML
GT_RP_Negative
74_3ERB74_AT_12.mzML
GT_RP_Negative
74_3ERB74_AT_13.mzML
GT_RP_Negative
74_3ERB74_AT_14.mzML
GT_RP_Negative
74_3ERB74_AT_15.mzML
GT_RP_Negative
74_3ERB74_AT_2.mzML
GT_RP_Negative
74_3ERB74_AT_3.mzML
GT_RP_Negative
74_3ERB74_AT_4.mzML
GT_RP_Negative
74_3ERB74_AT_5.mzML
GT_RP_Negative
74_3ERB74_AT_6.mzML
GT_RP_Negative
74_3ERB74_AT_7.mzML
GT_RP_Negative
74_3ERB74_AT_8.mzML
GT_RP_Negative
74_3ERB74_AT_9.mzML
GT_RP_Negative
75_3ERB75_AP_1.mzML
GT_RP_Negative
75_3ERB75_AP_10.mzML
GT_RP_Negative
75_3ERB75_AP_11.mzML
GT_RP_Negative
75_3ERB75_AP_13.mzML
GT_RP_Negative
75_3ERB75_AP_14.mzML
GT_RP_Negative
75_3ERB75_AP_15.mzML
GT_RP_Negative
75_3ERB75_AP_2.mzML
GT_RP_Negative
75_3ERB75_AP_3.mzML
GT_RP_Negative
75_3ERB75_AP_4.mzML
GT_RP_Negative
75_3ERB75_AP_5.mzML
GT_RP_Negative
75_3ERB75_AP_6.mzML
GT_RP_Negative
75_3ERB75_AP_7.mzML
GT_RP_Negative
75_3ERB75_AP_9.mzML
GT_RP_Negative
75_3ERB75_AT_1.mzML
GT_RP_Negative
75_3ERB75_AT_10.mzML
GT_RP_Negative
75_3ERB75_AT_11.mzML
GT_RP_Negative
75_3ERB75_AT_12.mzML
GT_RP_Negative
75_3ERB75_AT_13.mzML
GT_RP_Negative
75_3ERB75_AT_14.mzML
GT_RP_Negative
75_3ERB75_AT_15.mzML
GT_RP_Negative
75_3ERB75_AT_2.mzML
GT_RP_Negative
75_3ERB75_AT_3.mzML
GT_RP_Negative
75_3ERB75_AT_5.mzML
GT_RP_Negative
75_3ERB75_AT_6.mzML
GT_RP_Negative
75_3ERB75_AT_7.mzML
GT_RP_Negative
75_3ERB75_AT_8.mzML
GT_RP_Negative
75_3ERB75_AT_9.mzML
GT_RP_Negative
Blank01.mzML
GT_RP_Negative
Blank02.mzML
GT_RP_Negative
QC02.mzML
GT_RP_Negative
QC03.mzML
GT_RP_Negative
QC04.mzML
GT_RP_Negative
QC05.mzML
GT_RP_Negative/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▌       | 795/3150 [48:34<8:56:36, 13.67s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▌       | 796/3150 [48:36<7:52:48, 12.05s/it]
QC06.mzML
GT_RP_Negative
QC07.mzML
GT_RP_Negative
QC08.mzML
GT_RP_Negative
QC09.mzML
GT_RP_Negative
QC10.mzML
GT_RP_Positive
74_3ERB74_AC_1.mzML
GT_RP_Positive
74_3ERB74_AC_10.mzML
GT_RP_Positive
74_3ERB74_AC_11.mzML
GT_RP_Positive
74_3ERB74_AC_12.mzML
GT_RP_Positive
74_3ERB74_AC_13.mzML
GT_RP_Positive
74_3ERB74_AC_14.mzML
GT_RP_Positive
74_3ERB74_AC_15.mzML
GT_RP_Positive
74_3ERB74_AC_2.mzML
GT_RP_Positive
74_3ERB74_AC_3.mzML
GT_RP_Positive
74_3ERB74_AC_4.mzML
GT_RP_Positive
74_3ERB74_AC_5.mzML
GT_RP_Positive
74_3ERB74_AC_6.mzML
GT_RP_Positive
74_3ERB74_AC_7.mzML
GT_RP_Positive
74_3ERB74_AC_8.mzML
GT_RP_Positive
74_3ERB74_AC_9.mzML
GT_RP_Positive
74_3ERB74_AT_1.mzML
GT_RP_Positive
74_3ERB74_AT_10.mzML
GT_RP_Positive
74_3ERB74_AT_11.mzML
GT_RP_Positive
74_3ERB74_AT_12.mzML
GT_RP_Positive
74_3ERB74_AT_13.mzML
GT_RP_Positive
74_3ERB74_AT_14.mzML
GT_RP_Positive
74_3ERB74_AT_15.mzML
GT_RP_Positive
74_3ERB74_AT_2.mzML
GT_RP_Positive
74_3ERB74_AT_3.mzML
GT_RP_Positive
74_3ERB74_AT_4.mzML
GT_RP_Positive
74_3ERB74_AT_5.mzML
GT_RP_Positive
74_3ERB74_AT_6.mzML
GT_RP_Positive
74_3ERB74_AT_7.mzML
GT_RP_Positive
74_3ERB74_AT_8.mzML
GT_RP_Positive
74_3ERB74_AT_9.mzML
GT_RP_Positive
75_3ERB75_AP_1.mzML
GT_RP_Positive
75_3ERB75_AP_10.mzML
GT_RP_Positive
75_3ERB75_AP_11.mzML
GT_RP_Positive
75_3ERB75_AP_13.mzML
GT_RP_Positive
75_3ERB75_AP_14.mzML
GT_RP_Positive
75_3ERB75_AP_15.mzML
GT_RP_Positive
75_3ERB75_AP_2.mzML
GT_RP_Positive
75_3ERB75_AP_3.mzML
GT_RP_Positive
75_3ERB75_AP_4.mzML
GT_RP_Positive
75_3ERB75_AP_5.mzML
GT_RP_Positive
75_3ERB75_AP_6.mzML
GT_RP_Positive
75_3ERB75_AP_7.mzML
GT_RP_Positive
75_3ERB75_AP_9.mzML
GT_RP_Positive
75_3ERB75_AT_1.mzML
GT_RP_Positive
75_3ERB75_AT_10.mzML
GT_RP_Positive
75_3ERB75_AT_11.mzML
GT_RP_Positive
75_3ERB75_AT_12.mzML
GT_RP_Positive
75_3ERB75_AT_13.mzML
GT_RP_Positive
75_3ERB75_AT_14.mzML
GT_RP_Positive
75_3ERB75_AT_15.mzML
GT_RP_Positive
75_3ERB75_AT_2.mzML
GT_RP_Positive
75_3ERB75_AT_3.mzML
GT_RP_Positive
75_3ERB75_AT_5.mzML
GT_RP_Positive
75_3ERB75_AT_6.mzML
GT_RP_Positive
75_3ERB75_AT_7.mzML
GT_RP_Positive
75_3ERB75_AT_8.mzML
GT_RP_Positive
75_3ERB75_AT_9.mzML
GT_RP_Positive
Blank01.mzML
GT_RP_Positive
Blank02.mzML
GT_RP_Positive
QC01.mzML
GT_RP_Positive
QC02.mzML
GT_RP_Positive
QC03.mzML
GT_RP_Positive
QC04.mzML
GT_RP_Positive
QC05.mzML
GT_RP_Positive
QC06.mzML
GT_RP_Positive
QC07.mzML
GT_RP_Positive
QC08.mzML
GT_RP_Positive
QC09.mzML
GT_RP_Positive
QC10.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 114
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST003006
Initiating REDU-table generation for AN004937
Rest length is 19
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
BAT_6C_chow_neg_1.raw
BAT_6C_chow_neg_10.raw
BAT_6C_chow_neg_2.raw
BAT_6C_chow_neg_3.raw
BAT_6C_chow_neg_4.raw
BAT_6C_chow_neg_5.raw
BAT_6C_chow_neg_6.raw
BAT_6C_chow_neg_7.raw
BAT_6C_chow_neg_8.raw
BAT_6C_chow_neg_9.raw
BAT_TN_chow_neg_1.raw
BAT_TN_chow_neg_2.raw
BAT_TN_chow_neg_3.raw
BAT_TN_chow_neg_4.raw
BAT_TN_chow_neg_5.raw
BAT_TN_chow_neg_6.raw
BAT_TN_chow_neg_7.raw
BAT_TN_chow_neg_8.raw
BAT_TN_chow_neg_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 19 rows!
Extracted information for 19 samples.
Processing  ST002745
No raw data detected. Ignoring ST002745
Processing  ST002782
No raw data detected. Ignoring ST002782
Processing  ST000092
Initiating REDU-table generation for AN000146
Rest length is 235
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000092
UreaseData
Processed Data
ConstantVolume_NT_1_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_1_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_1_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_2_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_2_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_2_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_3_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_3_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_3_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_4_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_4_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_4_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_5_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_5_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_NT_5_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_1_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_1_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_1_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_2_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_2_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_2_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_3_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_3_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_3_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_4_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_4_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_4_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_5_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_5_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_UT_5_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_1_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_1_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_1_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_2_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_2_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_2_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_3_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_3_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_3_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_4_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_4_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_4_3.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_5_1.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_5_2.CDF
ST000092
UreaseData
Processed Data
ConstantVolume_WT_5_3.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Asian_23_BRH600227_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Asian_23_BRH600227_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Asian_24_BRH600219_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Asian_24_BRH600219_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Black_24_BRH600216_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Black_24_BRH600216_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Black_24_BRH600226_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Black_24_BRH600226_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_22_BRH600221_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_22_BRH600221_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600213_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600213_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600214_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600214_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600218_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600218_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600224_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600224_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600225_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600225_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600228_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_23_BRH600228_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600211_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600211_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600215_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600215_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600217_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600217_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600223_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600223_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600229_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Caucasian_24_BRH600229_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Hispanic_23_BRH600210_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Hispanic_23_BRH600210_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Hispanic_23_BRH600212_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Hispanic_23_BRH600212_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Hispanic_24_BRH600220_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Hispanic_24_BRH600220_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Hispanic_24_BRH600222_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Female_Hispanic_24_BRH600222_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_20_BRH600193_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_20_BRH600193_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_20_BRH600196_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_20_BRH600196_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600192_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600192_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600197_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600197_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600201_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600201_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600202_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600202_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600204_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_21_BRH600204_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_22_BRH600190_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_22_BRH600190_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_22_BRH600194_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_22_BRH600194_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_22_BRH600198_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_22_BRH600198_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_22_BRH600199_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Caucasian_22_BRH600199_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_20_BRH600206_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_20_BRH600206_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_20_BRH600207_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_20_BRH600207_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_20_BRH600208_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_20_BRH600208_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_21_BRH600191_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_21_BRH600191_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_21_BRH600205_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_21_BRH600205_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_21_BRH600209_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_21_BRH600209_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_22_BRH600195_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_22_BRH600195_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_22_BRH600200_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_22_BRH600200_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_22_BRH600203_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_NT_Male_Hispanic_22_BRH600203_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Asian_23_BRH600227_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Asian_23_BRH600227_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Asian_24_BRH600219_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Asian_24_BRH600219_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Black_24_BRH600216_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Black_24_BRH600216_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Black_24_BRH600226_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Black_24_BRH600226_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_22_BRH600221_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_22_BRH600221_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600213_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600213_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600214_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600214_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600218_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600218_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600224_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600224_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600225_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600225_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600228_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_23_BRH600228_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600211_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600211_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600215_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600215_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600217_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600217_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600223_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600223_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600229_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Caucasian_24_BRH600229_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Hispanic_23_BRH600210_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Hispanic_23_BRH600210_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Hispanic_23_BRH600212_C.CDF
ST000092
UreaseData/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▌       | 799/3150 [48:40<5:12:20,  7.97s/it]
Processed Data
MaleVsFemale_UT_Female_Hispanic_23_BRH600212_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Hispanic_24_BRH600220_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Hispanic_24_BRH600220_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Hispanic_24_BRH600222_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Female_Hispanic_24_BRH600222_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_20_BRH600193_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_20_BRH600193_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_20_BRH600196_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_20_BRH600196_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600192_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600192_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600197_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600197_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600201_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600201_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600202_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600202_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600204_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_21_BRH600204_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_22_BRH600190_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_22_BRH600190_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_22_BRH600194_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_22_BRH600194_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_22_BRH600198_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_22_BRH600198_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_22_BRH600199_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Caucasian_22_BRH600199_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_20_BRH600206_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_20_BRH600206_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_20_BRH600207_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_20_BRH600207_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_20_BRH600208_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_20_BRH600208_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_21_BRH600191_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_21_BRH600191_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_21_BRH600205_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_21_BRH600205_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_21_BRH600209_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_21_BRH600209_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_22_BRH600195_C.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_22_BRH600195_D.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_22_BRH600200_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_22_BRH600200_B.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_22_BRH600203_A.CDF
ST000092
UreaseData
Processed Data
MaleVsFemale_UT_Male_Hispanic_22_BRH600203_B.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_100uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_100uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_100uL_3.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_10uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_10uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_10uL_3.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_25uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_25uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_25uL_3.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_50uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_50uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_50uL_3.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_5uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_5uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_NT_5uL_3.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_100uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_100uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_100uL_3.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_10uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_10uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_10uL_3.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_25uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_25uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_25uL_3.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_50uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_50uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_50uL_3.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_5uL_1.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_5uL_2.CDF
ST000092
UreaseData
Processed Data
VaryingVolume_UT_5uL_3.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 235 rows!
Extracted information for 235 samples.
Processing  ST001342
Initiating REDU-table generation for AN002236
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (1).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (10).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (11).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (12).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (13).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (14).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (15).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (16).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (17).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (18).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (19).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (2).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (20).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (21).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (22).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (23).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (24).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (25).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (26).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (27).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (28).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (29).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (3).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (30).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (31).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (32).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (33).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (34).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (35).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (36).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (37).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (38).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (39).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (4).mzML
20200327_131917_mwtab_Timecourse_Raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▌       | 800/3150 [48:42<4:39:18,  7.13s/it]
Sample_Method1 (40).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (41).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (42).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (43).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (44).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (45).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (46).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (47).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (48).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (5).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (6).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (7).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (8).mzML
20200327_131917_mwtab_Timecourse_Raw
Sample_Method1 (9).mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST001322
Initiating REDU-table generation for AN002198
Rest length is 386
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx 427980
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180909cadsa30_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▌       | 801/3150 [48:47<4:22:06,  6.69s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▌       | 802/3150 [48:50<3:55:47,  6.03s/it]
mx 427980
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180912cadsa38_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 386 rows!
Extracted information for 386 samples.
Processing  ST003557
Initiating REDU-table generation for AN005847
Rest length is 39
raw file key found.
Initiating REDU-table generation for AN005848
Rest length is 39
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1.raw
10.raw
11.raw
12.raw
13.raw
14.raw
15.raw
16.raw
17.raw
18.raw
19.raw
2.raw
20.raw
21.raw
22.raw
23.raw
24.raw
25.raw
26.raw
27.raw
28.raw
29.raw
3.raw
31.raw
32.raw
33.raw
34.raw
35.raw
36.raw
37.raw
38.raw
39.raw
4.raw
40.raw
5.raw
6.raw
7.raw
8.raw
9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 39 rows!
Extracted information for 39 samples.
Processing  ST001898
Initiating REDU-table generation for AN003083
Rest length is 32
raw file key found.
Initiating REDU-table generation for AN003084
Rest length is 32
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_AO10_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_AO13_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_AO3_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_AO8_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_AY10_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_AY1_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_AY2_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_AY3_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M10_DEV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M12_EX_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M13_DEV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M18_D6_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M19_D6_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M21_DEV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M24_DEV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M27_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M28_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M29_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M4_D6_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M5_D6_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M7_EX_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M8_EX_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_M9_EX_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_MA_M2_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_O11_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_O13_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_O8_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_O9_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_Y6_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_Y7_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_Y8_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
nRPLC_Y9_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_AO10_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_AO13_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_AO3_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_AO8_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_AY10_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_AY1_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_AY2_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_AY3_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M10_DEV_E.raw
Diapause_Untargeted_Lipidomics_Embryos/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 25%|██▌       | 803/3150 [49:53<12:11:53, 18.71s/it]
 26%|██▌       | 804/3150 [49:53<9:14:37, 14.18s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 805/3150 [49:55<7:16:32, 11.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 807/3150 [49:58<4:34:50,  7.04s/it]
pRPLC_M12_EX_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M13_DEV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M18_D6_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M19_D6_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M21_DEV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M24_DEV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M27_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M28_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M29_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M4_D6_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M5_D6_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M7_EX_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M8_EX_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_M9_EX_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_MA_M2_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_O11_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_O13_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_O9_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_Y6_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_Y7_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_Y8_KV_E.raw
Diapause_Untargeted_Lipidomics_Embryos
pRPLC_Y9_KV_E.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 63 rows!
Extracted information for 63 samples.
Processing  ST003383
No raw data detected. Ignoring ST003383
Processing  ST001132
Initiating REDU-table generation for AN001857
Rest length is 61
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
A1.mzXML
A10.mzXML
A11.mzXML
A12.mzXML
A2.mzXML
A3.mzXML
A4.mzXML
A5.mzXML
A6.mzXML
A7.mzXML
A8.mzXML
A9.mzXML
B1.mzXML
B10.mzXML
B11.mzXML
B12.mzXML
B2.mzXML
B3.mzXML
B4.mzXML
B5.mzXML
B6.mzXML
B7.mzXML
B8.mzXML
B9.mzXML
BLANK1.mzXML
BLANK2.mzXML
Negative control1.mzXML
Negative control10.mzXML
Negative control11.mzXML
Negative control12.mzXML
Negative control13.mzXML
Negative control14.mzXML
Negative control15.mzXML
Negative control16.mzXML
Negative control17.mzXML
Negative control18.mzXML
Negative control19.mzXML
Negative control2.mzXML
Negative control20.mzXML
Negative control21.mzXML
Negative control22.mzXML
Negative control23.mzXML
Negative control24.mzXML
Negative control3.mzXML
Negative control4.mzXML
Negative control5.mzXML
Negative control6.mzXML
Negative control7.mzXML
Negative control8.mzXML
Negative control9.mzXML
QC1.mzXML
QC10.mzXML
QC11.mzXML
QC2.mzXML
QC3.mzXML
QC4.mzXML
QC5.mzXML
QC6.mzXML
QC7.mzXML
QC8.mzXML
QC9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 61 rows!
Extracted information for 61 samples.
Processing  ST000191
No raw data detected. Ignoring ST000191
Processing  ST002287
Initiating REDU-table generation for AN003739
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_Intra_1_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_Intra_1_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_Intra_4_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_Intra_4_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_Intra_4_3.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_Intra_4_4.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_SN_1_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_SN_1_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_SN_4_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_SN_4_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_SN_4_3.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_GP61_SC_SN_4_4.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_Intra_1_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_Intra_1_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_Intra_4_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_Intra_4_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_Intra_4_3.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_Intra_4_4.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_SN_1_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_SN_1_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_SN_4_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_SN_4_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_SN_4_3.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_KO_SC_SN_4_4.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_Intra_1_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_Intra_1_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_Intra_4_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_Intra_4_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_Intra_4_3.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_Intra_4_4.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_SN_1_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_SN_1_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_SN_4_1.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_SN_4_2.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_SN_4_3.mzXML
geuking_culture_data
2021_02_08_RB_HILICNeg15_WT_SC_SN_4_4.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST002815
Initiating REDU-table generation for AN004582
Rest length is 46
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
mx394162_pos_saline
Abraham002_MX394162_posHILIC_T523_059.wiff
mx394162_pos_saline
Abraham004_MX394162_posHILIC_M487_014.wiff
mx394162_pos_saline
Abraham005_MX394162_posHILIC_T522_044_2.wiff
mx394162_pos_saline
Abraham006_MX394162_posHILIC_T520_043.wiff
mx394162_pos_saline
Abraham007_MX394162_posHILIC_M440_012.wiff
mx394162_pos_saline
Abraham011_MX394162_posHILIC_M498_032_2.wiff
mx394162_pos_saline
Abraham013_MX394162_posHILIC_T527_061.wiff
mx394162_pos_saline
Abraham016_MX394162_posHILIC_M499_010_2.wiff
mx394162_pos_saline
Abraham017_MX394162_posHILIC_M500_015.wiff
mx394162_pos_saline
Abraham020_MX394162_posHILIC_M485_013.wiff
mx394162_pos_saline
Abraham021_MX394162_posHILIC_M439_026.wiff
mx394162_pos_saline
Abraham022_MX394162_posHILIC_T518_042.wiff
mx394162_pos_saline
Abraham024_MX394162_posHILIC_T524_045.wiff
mx394162_pos_saline
Abraham027_MX394162_posHILIC_T525_060.wiff
mx394162_pos_saline
Abraham030_MX394162_posHILIC_T519_057.wiff
mx394162_pos_saline
Abraham032_MX394162_posHILIC_T546_064.wiff
mx394162_pos_saline
Abraham037_MX394162_posHILIC_M492_016.wiff
mx394162_pos_saline
Abraham038_MX394162_posHILIC_M503_025.wiff
mx394162_pos_saline
Abraham039_MX394162_posHILIC_M504_028.wiff
mx394162_pos_saline
Abraham042_MX394162_posHILIC_M540_031.wiff
mx394162_pos_saline
Abraham043_MX394162_posHILIC_T515_041.wiff
mx394162_pos_saline
Abraham045_MX394162_posHILIC_M447_009.wiff
mx394162_pos_saline
Abraham046_MX394162_posHILIC_T544_046.wiff
mx394162_pos_saline
Abraham047_MX394162_posHILIC_M486_030.wiff
mx394162_pos_saline
Abraham048_MX394162_posHILIC_T542_063_2.wiff
mx394162_pos_saline
Abraham051_MX394162_posHILIC_M483_029.wiff
mx394162_pos_saline
Abraham054_MX394162_posHILIC_T547_048.wiff
mx394162_pos_saline
Abraham055_MX394162_posHILIC_T540_062.wiff
mx394162_pos_saline
Abraham057_MX394162_posHILIC_M438_011.wiff
mx394162_pos_saline
Abraham060_MX394162_posHILIC_T545_047.wiff
mx394162_pos_saline
Abraham061_MX394162_posHILIC_T521_058.wiff
mx394162_pos_saline
Abraham062_MX394162_posHILIC_M441_027.wiff
mx394162_pos_saline
Biorec001_MX394162_posHILIC_preAbraham001.wiff
mx394162_pos_saline
Biorec002_MX394162_posHILIC_postAbraham010.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 808/3150 [50:01<3:56:42,  6.06s/it]
mx394162_pos_saline
Biorec003_MX394162_posHILIC_postAbraham020.wiff
mx394162_pos_saline
Biorec004_MX394162_posHILIC_postAbraham030.wiff
mx394162_pos_saline
Biorec005_MX394162_posHILIC_postAbraham040.wiff
mx394162_pos_saline
Biorec006_MX394162_posHILIC_postAbraham050.wiff
mx394162_pos_saline
Biorec007_MX394162_posHILIC_postAbraham064.wiff
mx394162_pos_saline
MtdBlank001_MX394162_posHILIC_preAbraham001.wiff
mx394162_pos_saline
MtdBlank002_MX394162_posHILIC_postAbraham010.wiff
mx394162_pos_saline
MtdBlank003_MX394162_posHILIC_postAbraham020.wiff
mx394162_pos_saline
MtdBlank004_MX394162_posHILIC_postAbraham030.wiff
mx394162_pos_saline
MtdBlank005_MX394162_posHILIC_postAbraham040.wiff
mx394162_pos_saline
MtdBlank006_MX394162_posHILIC_postAbraham050.wiff
mx394162_pos_saline
MtdBlank007_MX394162_posHILIC_postAbraham064.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 46 rows!
Extracted information for 46 samples.
Processing  ST002603
Initiating REDU-table generation for AN004275
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 494.10it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 493.43it/s]

 26%|██▌       | 809/3150 [50:02<3:03:28,  4.70s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 812/3150 [50:04<1:44:45,  2.69s/it]
 26%|██▌       | 815/3150 [50:04<1:00:45,  1.56s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 818/3150 [50:08<54:25,  1.40s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 819/3150 [50:10<1:03:17,  1.63s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000383
No raw data detected. Ignoring ST000383
Processing  ST000937
No raw data detected. Ignoring ST000937
Processing  ST002602
Initiating REDU-table generation for AN004274
Rest length is 90
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pass1B_neg_heart_V1-2020-04-16.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000429
No raw data detected. Ignoring ST000429
Processing  ST000671
No raw data detected. Ignoring ST000671
Processing  ST001625
No raw data detected. Ignoring ST001625
Processing  ST000203
No raw data detected. Ignoring ST000203
Processing  ST001367
No raw data detected. Ignoring ST001367
Processing  ST003093
Initiating REDU-table generation for AN005062
Rest length is 54
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005063
Rest length is 54
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
negative
01_1.raw
negative
01_10.raw
negative
01_11.raw
negative
01_12.raw
negative
01_13.raw
negative
01_14.raw
negative
01_17.raw
negative
01_18.raw
negative
01_19.raw
negative
01_2.raw
negative
01_20.raw
negative
01_21.raw
negative
01_22.raw
negative
01_23.raw
negative
01_24.raw
negative
01_25.raw
negative
01_26.raw
negative
01_27.raw
negative
01_28.raw
negative
01_29.raw
negative
01_30.raw
negative
01_31.raw
negative
01_32.raw
negative
01_6.raw
negative
01_7.raw
negative
01_8.raw
negative
02_10.raw
negative
02_11.raw
negative
02_12.raw
negative
02_13.raw
negative
02_14.raw
negative
02_15.raw
negative
02_16.raw
negative
02_17.raw
negative
02_18.raw
negative
02_19.raw
negative
02_2.raw
negative
02_20.raw
negative
02_21.raw
negative
02_22.raw
negative
02_23.raw
negative
02_25.raw
negative
02_26.raw
negative
02_27.raw
negative
02_28.raw
negative
02_29.raw
negative
02_3.raw
negative
02_31.raw
negative
02_4.raw
negative
02_5.raw
negative
02_6.raw
negative
02_7.raw
negative
02_8.raw
negative
02_9.raw
positive
01_1.raw
positive
01_10.raw
positive
01_11.raw
positive
01_12.raw
positive
01_13.raw
positive
01_14.raw
positive
01_17.raw
positive
01_18.raw
positive
01_19.raw
positive
01_2.raw
positive
01_20.raw
positive
01_21.raw
positive
01_22.raw
positive
01_23.raw
positive
01_24.raw
positive
01_25.raw
positive
01_26.raw
positive
01_27.raw
positive
01_28.raw
positive
01_29.raw
positive
01_30.raw
positive
01_31.raw
positive
01_32.raw
positive
01_6.raw
positive
01_7.raw
positive
01_8.raw
positive
02_10.raw
positive
02_11.raw
positive
02_12.raw
positive
02_13.raw
positive
02_14.raw
positive
02_15.raw
positive
02_16.raw
positive
02_17.raw
positive
02_18.raw
positive
02_19.raw
positive
02_2.raw
positive
02_20.raw
positive
02_21.raw
positive
02_22.raw
positive
02_23.raw
positive
02_25.raw
positive
02_26.raw
positive
02_27.raw
positive
02_28.raw
positive
02_29.raw
positive
02_3.raw
positive
02_31.raw
positive
02_4.raw
positive
02_5.raw
positive
02_6.raw
positive
02_7.raw
positive
02_8.raw
positive
02_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!
Extracted information for 108 samples.
Processing  ST001974
Initiating REDU-table generation for AN003222
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200124_QEF1_HILIC_CSF_timepoint_AJ15.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ16.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ17.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ18.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ19.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ20.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ21.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ22.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ23.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ24.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ25.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ26.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ27.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ28.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ29.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ30.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ31.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ32.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ33.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ34.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ35.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ36.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ37.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ38.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ39.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ40.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ41.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ42.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ43.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ44.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ45_pool1x_a.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ45_pool1x_b.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ45_pool1x_c.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ45_pool1x_d.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ45_pool1x_e.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ46_pool03x.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ47_pool01x_a.raw
20200124_QEF1_HILIC_CSF_timepoint_AJ47_pool01x_b.raw
20200124_QEF1_HILIC_CSF_timepoint_blank_end.raw
20200124_QEF1_HILIC_CSF_timepoint_blank_start.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST003511
Initiating REDU-table generation for AN005765
Rest length is 26
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/26 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 26/26 [00:00<00:00, 901.88it/s]

 26%|██▌       | 820/3150 [50:11<55:24,  1.43s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 821/3150 [50:14<1:12:01,  1.86s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001840
Initiating REDU-table generation for AN002983
Rest length is 178
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CSH
Lung_micro_CSH_NEG_AW_19H96.raw
CSH
Lung_micro_CSH_NEG_AW_19H97.raw
CSH
Lung_micro_CSH_NEG_AW_19H98.raw
CSH
Lung_micro_CSH_NEG_AW_19H99.raw
CSH
Lung_micro_CSH_NEG_AW_19I01.raw
CSH
Lung_micro_CSH_NEG_AW_19I02.raw
CSH
Lung_micro_CSH_NEG_AW_19I03.raw
CSH
Lung_micro_CSH_NEG_AW_19I04.raw
CSH
Lung_micro_CSH_NEG_AW_19I05.raw
CSH
Lung_micro_CSH_NEG_AW_19I06.raw
CSH
Lung_micro_CSH_NEG_AW_19I07.raw
CSH
Lung_micro_CSH_NEG_AW_19I08.raw
CSH
Lung_micro_CSH_NEG_AW_19I09.raw
CSH
Lung_micro_CSH_NEG_AW_19I10.raw
CSH
Lung_micro_CSH_NEG_AW_19I11.raw
CSH
Lung_micro_CSH_NEG_AW_19I12.raw
CSH
Lung_micro_CSH_NEG_AW_19I13.raw
CSH
Lung_micro_CSH_NEG_AW_19I14.raw
CSH
Lung_micro_CSH_NEG_AW_19I15.raw
CSH
Lung_micro_CSH_NEG_AW_19I16.raw
CSH
Lung_micro_CSH_NEG_AW_19I21.raw
CSH
Lung_micro_CSH_NEG_AW_19I22.raw
CSH
Lung_micro_CSH_NEG_AW_19I23.raw
CSH
Lung_micro_CSH_NEG_AW_19I24.raw
CSH
Lung_micro_CSH_NEG_AW_19I25.raw
CSH
Lung_micro_CSH_NEG_AW_19I26.raw
CSH
Lung_micro_CSH_NEG_AW_19I27.raw
CSH
Lung_micro_CSH_NEG_AW_19I28.raw
CSH
Lung_micro_CSH_NEG_AW_19I29.raw
CSH
Lung_micro_CSH_NEG_AW_19I30.raw
CSH
Lung_micro_CSH_NEG_AW_19I31.raw
CSH
Lung_micro_CSH_NEG_AW_19I32.raw
CSH
Lung_micro_CSH_NEG_AW_19I33.raw
CSH
Lung_micro_CSH_NEG_AW_19I34.raw
CSH
Lung_micro_CSH_NEG_AW_19I35.raw
CSH
Lung_micro_CSH_NEG_AW_19I36.raw
CSH
Lung_micro_CSH_NEG_AW_19I37.raw
CSH
Lung_micro_CSH_NEG_AW_19I38.raw
CSH
Lung_micro_CSH_NEG_AW_19I39.raw
CSH
Lung_micro_CSH_NEG_AW_19I40.raw
CSH
Lung_micro_CSH_NEG_AW_19I41.raw
CSH
Lung_micro_CSH_NEG_AW_19I42.raw
CSH
Lung_micro_CSH_NEG_AW_19I43.raw
CSH
Lung_micro_CSH_NEG_AW_19I44.raw
CSH
Lung_micro_CSH_NEG_AW_19I45.raw
CSH
Lung_micro_CSH_NEG_AW_19I46.raw
CSH
Lung_micro_CSH_NEG_AW_19I47.raw
CSH
Lung_micro_CSH_NEG_AW_19I48.raw
CSH
Lung_micro_CSH_NEG_AW_19I49.raw
CSH
Lung_micro_CSH_NEG_AW_19I50.raw
CSH
Lung_micro_CSH_NEG_AW_19I51.raw
CSH
Lung_micro_CSH_NEG_AW_19I52.raw
CSH
Lung_micro_CSH_NEG_AW_19I53.raw
CSH
Lung_micro_CSH_NEG_AW_19I54.raw
CSH
Lung_micro_CSH_NEG_AW_19I55.raw
CSH
Lung_micro_CSH_NEG_AW_19I57.raw
CSH
Lung_micro_CSH_NEG_AW_19I58.raw
CSH
Lung_micro_CSH_NEG_AW_19I59.raw
CSH
Lung_micro_CSH_NEG_AW_19I60.raw
CSH
Lung_micro_CSH_NEG_AW_19I61.raw
CSH
Lung_micro_CSH_NEG_AW_19I62.raw
CSH
Lung_micro_CSH_NEG_AW_19I63.raw
CSH
Lung_micro_CSH_NEG_AW_19I64.raw
CSH
Lung_micro_CSH_NEG_AW_19I65.raw
CSH
Lung_micro_CSH_NEG_AW_19I66.raw
CSH
Lung_micro_CSH_NEG_AW_19I67.raw
CSH
Lung_micro_CSH_NEG_AW_19I68.raw
CSH
Lung_micro_CSH_NEG_AW_20001.raw
CSH
Lung_micro_CSH_NEG_AW_20002.raw
CSH
Lung_micro_CSH_NEG_AW_20097.raw
CSH
Lung_micro_CSH_NEG_AW_20098.raw
CSH
Lung_micro_CSH_NEG_AW_20099.raw
CSH
Lung_micro_CSH_NEG_BR_01.raw
CSH
Lung_micro_CSH_NEG_BR_02.raw
CSH
Lung_micro_CSH_NEG_BR_03.raw
CSH
Lung_micro_CSH_NEG_BR_04.raw
CSH
Lung_micro_CSH_NEG_BR_05.raw
CSH
Lung_micro_CSH_NEG_BR_06.raw
CSH
Lung_micro_CSH_NEG_BR_07.raw
CSH
Lung_micro_CSH_NEG_BR_08.raw
CSH
Lung_micro_CSH_NEG_BR_09.raw
CSH
Lung_micro_CSH_NEG_BR_10.raw
CSH
Lung_micro_CSH_NEG_BR_11.raw
CSH
Lung_micro_CSH_NEG_BR_12.raw
CSH
Lung_micro_CSH_NEG_BR_13.raw
CSH
Lung_micro_CSH_NEG_BR_14.raw
CSH
Lung_micro_CSH_NEG_MB_01.raw
CSH
Lung_micro_CSH_NEG_MB_01_200223145451.raw
CSH
Lung_micro_CSH_NEG_MB_02.raw
CSH
Lung_micro_CSH_NEG_MB_02_200225121927.raw
CSH
Lung_micro_CSH_NEG_MB_03.raw
CSH
Lung_micro_CSH_NEG_MB_04.raw
CSH
Lung_micro_CSH_NEG_MB_05.raw
CSH
Lung_micro_CSH_NEG_MB_06.raw
CSH
Lung_micro_CSH_NEG_MB_07.raw
CSH
Lung_micro_CSH_NEG_MB_08.raw
CSH
Lung_micro_CSH_NEG_MB_09.raw
CSH
Lung_micro_CSH_NEG_MB_10.raw
CSH
Lung_micro_CSH_NEG_MB_11.raw
CSH
Lung_micro_CSH_NEG_MB_12.raw
CSH
Lung_micro_CSH_NEG_MB_13.raw
CSH
Lung_micro_CSH_NEG_MB_14.raw
CSH
Lung_micro_CSH_NEG_PA_19H96.raw
CSH
Lung_micro_CSH_NEG_PA_19H97.raw
CSH
Lung_micro_CSH_NEG_PA_19H98.raw
CSH
Lung_micro_CSH_NEG_PA_19H99.raw
CSH
Lung_micro_CSH_NEG_PA_19I01.raw
CSH
Lung_micro_CSH_NEG_PA_19I02.raw
CSH
Lung_micro_CSH_NEG_PA_19I03.raw
CSH
Lung_micro_CSH_NEG_PA_19I04.raw
CSH
Lung_micro_CSH_NEG_PA_19I05.raw
CSH
Lung_micro_CSH_NEG_PA_19I06.raw
CSH
Lung_micro_CSH_NEG_PA_19I07.raw
CSH
Lung_micro_CSH_NEG_PA_19I08.raw
CSH
Lung_micro_CSH_NEG_PA_19I09.raw
CSH
Lung_micro_CSH_NEG_PA_19I10.raw
CSH
Lung_micro_CSH_NEG_PA_19I11.raw
CSH
Lung_micro_CSH_NEG_PA_19I12.raw
CSH
Lung_micro_CSH_NEG_PA_19I13.raw
CSH
Lung_micro_CSH_NEG_PA_19I14.raw
CSH
Lung_micro_CSH_NEG_PA_19I15.raw
CSH
Lung_micro_CSH_NEG_PA_19I16.raw
CSH
Lung_micro_CSH_NEG_PA_19I21.raw
CSH
Lung_micro_CSH_NEG_PA_19I22.raw
CSH
Lung_micro_CSH_NEG_PA_19I23.raw
CSH
Lung_micro_CSH_NEG_PA_19I24.raw
CSH
Lung_micro_CSH_NEG_PA_19I25.raw
CSH
Lung_micro_CSH_NEG_PA_19I26.raw
CSH
Lung_micro_CSH_NEG_PA_19I27.raw
CSH
Lung_micro_CSH_NEG_PA_19I28.raw
CSH
Lung_micro_CSH_NEG_PA_19I29.raw
CSH
Lung_micro_CSH_NEG_PA_19I30.raw
CSH
Lung_micro_CSH_NEG_PA_19I31.raw
CSH
Lung_micro_CSH_NEG_PA_19I32.raw
CSH
Lung_micro_CSH_NEG_PA_19I33.raw
CSH
Lung_micro_CSH_NEG_PA_19I34.raw
CSH
Lung_micro_CSH_NEG_PA_19I35.raw
CSH
Lung_micro_CSH_NEG_PA_19I36.raw
CSH
Lung_micro_CSH_NEG_PA_19I37.raw
CSH
Lung_micro_CSH_NEG_PA_19I38.raw
CSH
Lung_micro_CSH_NEG_PA_19I39.raw
CSH
Lung_micro_CSH_NEG_PA_19I40.raw
CSH
Lung_micro_CSH_NEG_PA_19I41.raw
CSH
Lung_micro_CSH_NEG_PA_19I42.raw
CSH
Lung_micro_CSH_NEG_PA_19I43.raw
CSH
Lung_micro_CSH_NEG_PA_19I44.raw
CSH
Lung_micro_CSH_NEG_PA_19I45.raw
CSH
Lung_micro_CSH_NEG_PA_19I46.raw
CSH
Lung_micro_CSH_NEG_PA_19I47.raw
CSH
Lung_micro_CSH_NEG_PA_19I48.raw
CSH
Lung_micro_CSH_NEG_PA_19I49.raw
CSH
Lung_micro_CSH_NEG_PA_19I50.raw
CSH
Lung_micro_CSH_NEG_PA_19I51.raw
CSH
Lung_micro_CSH_NEG_PA_19I52.raw
CSH
Lung_micro_CSH_NEG_PA_19I53.raw
CSH
Lung_micro_CSH_NEG_PA_19I54.raw
CSH
Lung_micro_CSH_NEG_PA_19I55.raw
CSH
Lung_micro_CSH_NEG_PA_19I57.raw
CSH
Lung_micro_CSH_NEG_PA_19I58.raw
CSH
Lung_micro_CSH_NEG_PA_19I59.raw
CSH
Lung_micro_CSH_NEG_PA_19I60.raw
CSH
Lung_micro_CSH_NEG_PA_19I61.raw
CSH
Lung_micro_CSH_NEG_PA_19I62.raw
CSH
Lung_micro_CSH_NEG_PA_19I63.raw
CSH
Lung_micro_CSH_NEG_PA_19I64.raw
CSH
Lung_micro_CSH_NEG_PA_19I65.raw
CSH
Lung_micro_CSH_NEG_PA_19I66.raw
CSH
Lung_micro_CSH_NEG_PA_19I67.raw
CSH
Lung_micro_CSH_NEG_PA_19I68.raw
CSH
Lung_micro_CSH_NEG_PA_20001.raw
CSH
Lung_micro_CSH_NEG_PA_20002.raw
CSH
Lung_micro_CSH_NEG_PA_20097.raw
CSH
Lung_micro_CSH_NEG_media_1.raw
CSH
Lung_micro_CSH_NEG_media_2.raw
CSH
Lung_micro_CSH_NEG_media_3.raw
CSH
Lung_micro_CSH_NEG_media_4.raw
CSH
Lung_micro_CSH_NEG_media_5.raw
CSH
Lung_micro_CSH_NEG_media_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 178 rows!
Extracted information for 178 samples.
Processing  ST002320
Initiating REDU-table generation for AN003787
Rest length is 90
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HaffnerEtAl_2022_MS_Data
10GU.mzXML
HaffnerEtAl_2022_MS_Data
10TM.mzXML
HaffnerEtAl_2022_MS_Data
11GU.mzXML
HaffnerEtAl_2022_MS_Data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 822/3150 [50:17<1:21:34,  2.10s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 824/3150 [50:20<1:12:04,  1.86s/it]
11TM.mzXML
HaffnerEtAl_2022_MS_Data
12GU.mzXML
HaffnerEtAl_2022_MS_Data
13GU.mzXML
HaffnerEtAl_2022_MS_Data
14TM.mzXML
HaffnerEtAl_2022_MS_Data
16TM.mzXML
HaffnerEtAl_2022_MS_Data
17GU.mzXML
HaffnerEtAl_2022_MS_Data
17TM.mzXML
HaffnerEtAl_2022_MS_Data
18TM.mzXML
HaffnerEtAl_2022_MS_Data
19GU.mzXML
HaffnerEtAl_2022_MS_Data
1GU.mzXML
HaffnerEtAl_2022_MS_Data
1TM.mzXML
HaffnerEtAl_2022_MS_Data
20GU.mzXML
HaffnerEtAl_2022_MS_Data
26TM.mzXML
HaffnerEtAl_2022_MS_Data
27TM.mzXML
HaffnerEtAl_2022_MS_Data
2GU.mzXML
HaffnerEtAl_2022_MS_Data
2TM.mzXML
HaffnerEtAl_2022_MS_Data
31TM.mzXML
HaffnerEtAl_2022_MS_Data
3TM.mzXML
HaffnerEtAl_2022_MS_Data
4GU.mzXML
HaffnerEtAl_2022_MS_Data
4TM.mzXML
HaffnerEtAl_2022_MS_Data
6GU.mzXML
HaffnerEtAl_2022_MS_Data
6TM.mzXML
HaffnerEtAl_2022_MS_Data
7GU.mzXML
HaffnerEtAl_2022_MS_Data
BF01_01.mzXML
HaffnerEtAl_2022_MS_Data
BF09_02.mzXML
HaffnerEtAl_2022_MS_Data
BF10_01.mzXML
HaffnerEtAl_2022_MS_Data
BF11_04.mzXML
HaffnerEtAl_2022_MS_Data
BF13_01.mzXML
HaffnerEtAl_2022_MS_Data
BF17_02.mzXML
HaffnerEtAl_2022_MS_Data
BF20_03.mzXML
HaffnerEtAl_2022_MS_Data
BF22_03.mzXML
HaffnerEtAl_2022_MS_Data
BF23_02.mzXML
HaffnerEtAl_2022_MS_Data
BF25_03.mzXML
HaffnerEtAl_2022_MS_Data
BF29_01.mzXML
HaffnerEtAl_2022_MS_Data
HCO01.mzXML
HaffnerEtAl_2022_MS_Data
HCO03.mzXML
HaffnerEtAl_2022_MS_Data
HCO09.mzXML
HaffnerEtAl_2022_MS_Data
HCO10.mzXML
HaffnerEtAl_2022_MS_Data
HCO11.mzXML
HaffnerEtAl_2022_MS_Data
HCO12.mzXML
HaffnerEtAl_2022_MS_Data
HCO13.mzXML
HaffnerEtAl_2022_MS_Data
HCO14.mzXML
HaffnerEtAl_2022_MS_Data
HCO15.mzXML
HaffnerEtAl_2022_MS_Data
HCO16.mzXML
HaffnerEtAl_2022_MS_Data
HCO17.mzXML
HaffnerEtAl_2022_MS_Data
HCO18.mzXML
HaffnerEtAl_2022_MS_Data
HCO21.mzXML
HaffnerEtAl_2022_MS_Data
HCO41.mzXML
HaffnerEtAl_2022_MS_Data
HCO53.mzXML
HaffnerEtAl_2022_MS_Data
HCO61.mzXML
HaffnerEtAl_2022_MS_Data
HCO63.mzXML
HaffnerEtAl_2022_MS_Data
HCO66.mzXML
HaffnerEtAl_2022_MS_Data
HCO67.mzXML
HaffnerEtAl_2022_MS_Data
HCO68.mzXML
HaffnerEtAl_2022_MS_Data
HCO69.mzXML
HaffnerEtAl_2022_MS_Data
HCO70.mzXML
HaffnerEtAl_2022_MS_Data
HCO72.mzXML
HaffnerEtAl_2022_MS_Data
HCO74.mzXML
HaffnerEtAl_2022_MS_Data
NO01.mzXML
HaffnerEtAl_2022_MS_Data
NO02.mzXML
HaffnerEtAl_2022_MS_Data
NO03.mzXML
HaffnerEtAl_2022_MS_Data
NO04.mzXML
HaffnerEtAl_2022_MS_Data
NO05.mzXML
HaffnerEtAl_2022_MS_Data
NO06.mzXML
HaffnerEtAl_2022_MS_Data
NO07.mzXML
HaffnerEtAl_2022_MS_Data
NO08.mzXML
HaffnerEtAl_2022_MS_Data
NO09.mzXML
HaffnerEtAl_2022_MS_Data
NO10.mzXML
HaffnerEtAl_2022_MS_Data
NO11.mzXML
HaffnerEtAl_2022_MS_Data
NO12.mzXML
HaffnerEtAl_2022_MS_Data
NO13.mzXML
HaffnerEtAl_2022_MS_Data
NO19.mzXML
HaffnerEtAl_2022_MS_Data
NO20.mzXML
HaffnerEtAl_2022_MS_Data
NO21.mzXML
HaffnerEtAl_2022_MS_Data
NO22.mzXML
HaffnerEtAl_2022_MS_Data
NO23.mzXML
HaffnerEtAl_2022_MS_Data
SM01.mzXML
HaffnerEtAl_2022_MS_Data
SM02.mzXML
HaffnerEtAl_2022_MS_Data
SM03.mzXML
HaffnerEtAl_2022_MS_Data
SM10.mzXML
HaffnerEtAl_2022_MS_Data
SM23.mzXML
HaffnerEtAl_2022_MS_Data
SM28.mzXML
HaffnerEtAl_2022_MS_Data
SM29.mzXML
HaffnerEtAl_2022_MS_Data
SM33.mzXML
HaffnerEtAl_2022_MS_Data
SM37.mzXML
HaffnerEtAl_2022_MS_Data
SM39.mzXML
HaffnerEtAl_2022_MS_Data
SM41.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 90 rows!
Extracted information for 90 samples.
Processing  ST001653
No raw data detected. Ignoring ST001653
Processing  ST002210
Initiating REDU-table generation for AN003613
Rest length is 20
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003614
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
jejunal metabolome
HRI10_NEG.raw
jejunal metabolome
HRI10_POS.raw
jejunal metabolome
HRI1_NEG.raw
jejunal metabolome
HRI1_POS.raw
jejunal metabolome
HRI2_NEG.raw
jejunal metabolome
HRI2_POS.raw
jejunal metabolome
HRI3_NEG.raw
jejunal metabolome
HRI3_POS.raw
jejunal metabolome
HRI4_NEG.raw
jejunal metabolome
HRI4_POS.raw
jejunal metabolome
HRI5_NEG.raw
jejunal metabolome
HRI5_POS.raw
jejunal metabolome
HRI6_NEG.raw
jejunal metabolome
HRI6_POS.raw
jejunal metabolome
HRI7_NEG.raw
jejunal metabolome
HRI7_POS.raw
jejunal metabolome
HRI8_NEG.raw
jejunal metabolome
HRI8_POS.raw
jejunal metabolome
HRI9_NEG.raw
jejunal metabolome
HRI9_POS.raw
jejunal metabolome
LRI10_NEG.raw
jejunal metabolome
LRI10_POS.raw
jejunal metabolome
LRI1_NEG.raw
jejunal metabolome
LRI1_POS.raw
jejunal metabolome
LRI2_NEG.raw
jejunal metabolome
LRI2_POS.raw
jejunal metabolome
LRI3_NEG.raw
jejunal metabolome
LRI3_POS.raw
jejunal metabolome
LRI4_NEG.raw
jejunal metabolome
LRI4_POS.raw
jejunal metabolome
LRI5_NEG.raw
jejunal metabolome
LRI5_POS.raw
jejunal metabolome
LRI6_NEG.raw
jejunal metabolome
LRI6_POS.raw
jejunal metabolome
LRI7_NEG.raw
jejunal metabolome
LRI8_NEG.raw
jejunal metabolome
LRI8_POS.raw
jejunal metabolome
LRI9_NEG.raw
jejunal metabolome
LRI9_POS.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 39 rows!
Extracted information for 39 samples.
Processing  ST000243
Initiating REDU-table generation for AN000379
Rest length is 96
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]

Mapping potential matches:  60%|██████    | 12/20 [00:00<00:00, 111.94it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 111.65it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000380
Rest length is 96
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]

Mapping potential matches:  60%|██████    | 12/20 [00:00<00:00, 110.39it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 111.54it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 825/3150 [50:25<1:39:23,  2.56s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000243
Data
raw files
neg
QE2_SBS_25_103[EXP_1_0MIC_8_8].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_104[EXP_1_0-0625MIC_5_13].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_105[EXP_1_0-25MIC_4_28].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_106[EXP_1_0-0625MIC_3_11].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_107[EXP_1_0-5MIC_4_36].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_108[EXP_1_0-5MIC_8_40].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_109[EXP_1_0-5MIC_1_33].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_10[EXP_2_0-25MIC_5_77].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_110[EXP_2_0-125MIC_4_68].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_111[EXP_2_0-5MIC_2_82].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_112[EXP_2_0-0625MIC_5_61].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_113[EXP_2_1-0MIC_7_95].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_114[EXP_2_0MIC_8_56].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_115[EXP_2_0-25MIC_8_80].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_116[EXP_1_0MIC_3_3].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_117[EXP_2_1-0MIC_4_92].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_118[EXP_1_0MIC_5_5].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_119[EXP_2_0-0625MIC_1_57-DD].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_11[EXP_1_0-125MIC_1_17].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_120[EXP_2_0-25MIC_1_73-DD].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_121[EXP_2_0-125MIC_1_65-DD].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_122[EXP_2_0-5MIC_8_88-DD].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_123[EXP_2_0MIC_4_52-DD].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_124[EXP_2_1-0MIC_5_93-DD].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_12[EXP_1_0-25MIC_1_25].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_13[EXP_1_0-5MIC_3_35].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_14[EXP_1_1-0MIC_1_41].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_15[EXP_1_1-0MIC_2_42].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_16[EXP_2_1-0MIC_6_94].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_17[EXP_2_0-125MIC_8_72].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_18[EXP_1_0-25MIC_8_32].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_19[EXP_2_0-125MIC_6_70].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_20[EXP_2_1-0MIC_5_93].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_21[EXP_2_0MIC_4_52].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_22[EXP_1_0-5MIC_5_37].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_23[EXP_2_0-5MIC_8_88].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_24[EXP_1_0MIC_7_7].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_25[EXP_1_0-25MIC_3_27].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_26[EXP_1_1-0MIC_4_44].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_31[EXP_2_0-125MIC_3_67].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_32[EXP_1_0-5MIC_6_38].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_33[EXP_1_0MIC_4_4].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_34[EXP_1_1-0MIC_7_47].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_35[EXP_1_0-25MIC_2_26].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_36[EXP_2_1-0MIC_1_89].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_37[EXP_2_0-0625MIC_8_64].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_38[EXP_2_0-5MIC_4_84].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_39[EXP_2_0-5MIC_1_81].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_40[EXP_2_0-25MIC_6_78].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_41[EXP_2_0-125MIC_5_69].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_42[EXP_2_0-25MIC_3_75].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_43[EXP_1_0MIC_6_6].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_44[EXP_1_0MIC_2_2].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_45[EXP_2_0-25MIC_4_76].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_46[EXP_2_0MIC_2_50].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_47[EXP_1_0-125MIC_7_23].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_48[EXP_2_0-25MIC_7_79].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_49[EXP_1_0-25MIC_7_31].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_50[EXP_1_0-125MIC_4_20].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_55[EXP_1_0-5MIC_7_39].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_56[EXP_1_0-0625MIC_1_9].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_57[EXP_2_0-5MIC_5_85].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_58[EXP_2_1-0MIC_2_90].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_59[EXP_2_0MIC_5_53].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_60[EXP_2_0-125MIC_2_66].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_61[EXP_2_0-0625MIC_7_63].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_62[EXP_2_0-0625MIC_2_58].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_63[EXP_2_0MIC_6_54].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_64[EXP_1_0-25MIC_5_29].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_65[EXP_1_0-125MIC_3_19].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_66[EXP_1_0-0625MIC_8_16].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_67[EXP_2_1-0MIC_8_96].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_68[EXP_2_1-0MIC_3_91].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_69[EXP_2_0-5MIC_7_87].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_70[EXP_1_1-0MIC_6_46].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_71[EXP_1_0MIC_1_1].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_72[EXP_2_0-25MIC_2_74].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_73[EXP_1_1-0MIC_8_48].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_74[EXP_2_0-0625MIC_6_62].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_79[EXP_2_0MIC_7_55].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_7[EXP_2_0-0625MIC_1_57].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_80[EXP_1_0-5MIC_2_34].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_81[EXP_2_0-0625MIC_3_59].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_82[EXP_1_0-0625MIC_4_12].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_83[EXP_1_0-0625MIC_6_14].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_84[EXP_2_0-125MIC_7_71].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_85[EXP_1_0-125MIC_2_18].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_86[EXP_2_0-5MIC_3_83].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_87[EXP_1_0-125MIC_8_24].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_88[EXP_1_1-0MIC_5_45].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_89[EXP_1_0-0625MIC_7_15].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_8[EXP_2_0-25MIC_1_73].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_90[EXP_2_0-5MIC_6_86].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_91[EXP_1_0-25MIC_6_30].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_92[EXP_2_0MIC_1_49].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_93[EXP_1_0-0625MIC_2_10].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_94[EXP_1_0-125MIC_6_22].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_95[EXP_1_1-0MIC_3_43].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_96[EXP_2_0MIC_3_51].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_97[EXP_1_0-125MIC_5_21].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_98[EXP_2_0-0625MIC_4_60].mzXML
ST000243
Data
raw files
neg
QE2_SBS_25_9[EXP_2_0-125MIC_1_65].mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 102 rows!
Extracted information for 102 samples.
Processing  ST001263
Initiating REDU-table generation for AN002096
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/17 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 17/17 [00:00<00:00, 182.56it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002097
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/17 [00:00<?, ?it/s]

Mapping potential matches: 100%|██████████| 17/17 [00:00<00:00, 163.54it/s]
Mapping potential matches: 100%|██████████| 17/17 [00:00<00:00, 163.20it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002098
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/17 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 17/17 [00:00<00:00, 179.77it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002099
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/17 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 17/17 [00:00<00:00, 180.13it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
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Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▌       | 826/3150 [50:31<2:02:20,  3.16s/it]
L_gasseri_2_Metabolites_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
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Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
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Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_3_Metabolites_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_3_Metabolites_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_4_Lipids_AIF_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_4_Lipids_AIF_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_4_Lipids_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_4_Lipids_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_4_Lipids_ddMS2_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_4_Lipids_ddMS2_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_4_Metabolites_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_4_Metabolites_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_5_Lipids_AIF_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_5_Lipids_AIF_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_5_Lipids_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_5_Lipids_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_5_Lipids_ddMS2_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_5_Lipids_ddMS2_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_5_Metabolites_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_5_Metabolites_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_6_Lipids_AIF_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_6_Lipids_AIF_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_6_Lipids_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_6_Lipids_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_6_Lipids_ddMS2_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_6_Lipids_ddMS2_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_6_Metabolites_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_6_Metabolites_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_7_Lipids_AIF_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_7_Lipids_AIF_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_7_Lipids_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_7_Lipids_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_7_Lipids_ddMS2_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_7_Lipids_ddMS2_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_7_Metabolites_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_7_Metabolites_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_8_Lipids_AIF_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_8_Lipids_AIF_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_8_Lipids_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_8_Lipids_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_8_Lipids_ddMS2_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_8_Lipids_ddMS2_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_8_Metabolites_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_8_Metabolites_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_Pool_Lipids_AIF_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_Pool_Lipids_AIF_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_Pool_Lipids_FS_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_Pool_Lipids_FS_p.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_Pool_Lipids_ddMS2_n.raw
Lactobacillus_Metabolomics_Lipidomics_Chamberlain_etal_2019
L_gasseri_Pool_Lipids_ddMS2_p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 140 rows!
Extracted information for 140 samples.
Processing  ST000306
No raw data detected. Ignoring ST000306
Processing  ST001395
No raw data detected. Ignoring ST001395
Processing  ST000019
This is not an MS-analysis. Ignoring AN000037
Initiating REDU-table generation for AN000038
Rest length is 3
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/3 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 3/3 [00:00<00:00, 6768.65it/s]

 26%|██▋       | 829/3150 [50:31<1:06:06,  1.71s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▋       | 830/3150 [50:34<1:10:44,  1.83s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▋       | 832/3150 [50:37<1:05:21,  1.69s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 26%|██▋       | 833/3150 [50:39<1:13:09,  1.89s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002618
Initiating REDU-table generation for AN004290
Rest length is 25
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
23feb21_57.raw
23feb21_58.raw
23feb21_59.raw
23feb21_60.raw
23feb21_61.raw
23feb21_62.raw
23feb21_63.raw
23feb21_64.raw
23feb21_65.raw
23feb21_66.raw
23feb21_67.raw
23feb21_68.raw
23feb21_69.raw
23feb21_71.raw
23feb21_72.raw
23feb21_73.raw
23feb21_74.raw
23feb21_75.raw
23feb21_76.raw
23feb21_77.raw
23feb21_78.raw
23feb21_79.raw
23feb21_80.raw
23feb21_81.raw
23feb21_82.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 25 rows!
Extracted information for 25 samples.
Processing  ST003306
No raw data detected. Ignoring ST003306
Processing  ST001855
Initiating REDU-table generation for AN003006
Rest length is 12
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003007
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData21raw
neg
b1.raw
MyData21raw
neg
b10.raw
MyData21raw
neg
b11.raw
MyData21raw
neg
b12.raw
MyData21raw
neg
b2.raw
MyData21raw
neg
b3.raw
MyData21raw
neg
b4.raw
MyData21raw
neg
b5.raw
MyData21raw
neg
b6.raw
MyData21raw
neg
b7.raw
MyData21raw
neg
b8.raw
MyData21raw
neg
b9.raw
MyData21raw
pos
b1.raw
MyData21raw
pos
b10.raw
MyData21raw
pos
b11.raw
MyData21raw
pos
b12.raw
MyData21raw
pos
b2.raw
MyData21raw
pos
b3.raw
MyData21raw
pos
b4.raw
MyData21raw
pos
b5.raw
MyData21raw
pos
b6.raw
MyData21raw
pos
b7.raw
MyData21raw
pos
b8.raw
MyData21raw
pos
b9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002562
Initiating REDU-table generation for AN004223
Rest length is 88
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MCF000820 11 cel llines
SR01.mzML
MCF000820 11 cel llines
SR02.mzML
MCF000820 11 cel llines
SR03.mzML
MCF000820 11 cel llines
SR04.mzML
MCF000820 11 cel llines
SR05.mzML
MCF000820 11 cel llines
SR06.mzML
MCF000820 11 cel llines
SR07.mzML
MCF000820 11 cel llines
SR08.mzML
MCF000820 11 cel llines
SR09.mzML
MCF000820 11 cel llines
SR10.mzML
MCF000820 11 cel llines
SR11.mzML
MCF000820 11 cel llines
SR12.mzML
MCF000820 11 cel llines
SR13.mzML
MCF000820 11 cel llines
SR14.mzML
MCF000820 11 cel llines
SR15.mzML
MCF000820 11 cel llines
SR16.mzML
MCF000820 11 cel llines
SR17.mzML
MCF000820 11 cel llines
SR18.mzML
MCF000820 11 cel llines
SR19.mzML
MCF000820 11 cel llines
SR20.mzML
MCF000820 11 cel llines
SR21.mzML
MCF000820 11 cel llines
SR22.mzML
MCF000820 11 cel llines
SR23.mzML
MCF000820 11 cel llines
SR24.mzML
MCF000820 11 cel llines
SR25.mzML
MCF000820 11 cel llines
SR26.mzML
MCF000820 11 cel llines
SR27.mzML
MCF000820 11 cel llines
SR28.mzML
MCF000820 11 cel llines
SR29.mzML
MCF000820 11 cel llines
SR30.mzML
MCF000820 11 cel llines
SR31.mzML
MCF000820 11 cel llines
SR32.mzML
MCF000820 11 cel llines
SR33.mzML
MCF000820 11 cel llines
SR34.mzML
MCF000820 11 cel llines
SR35.mzML
MCF000820 11 cel llines
SR36.mzML
MCF000820 11 cel llines
SR37.mzML
MCF000820 11 cel llines
SR38.mzML
MCF000820 11 cel llines
SR39.mzML
MCF000820 11 cel llines
SR40.mzML
MCF000820 11 cel llines
SR41.mzML
MCF000820 11 cel llines
SR42.mzML
MCF000820 11 cel llines
SR43.mzML
MCF000820 11 cel llines
SR44.mzML
MCF000820 11 cel llines
SR45.mzML
MCF000820 11 cel llines
SR46.mzML
MCF000820 11 cel llines
SR47.mzML
MCF000820 11 cel llines
SR48.mzML
MCF000820 11 cel llines
SR49.mzML
MCF000820 11 cel llines
SR50.mzML
MCF000820 11 cel llines
SR51.mzML
MCF000820 11 cel llines
SR52.mzML
MCF000820 11 cel llines
SR53.mzML
MCF000820 11 cel llines
SR54.mzML
MCF000820 11 cel llines
SR55.mzML
MCF000820 11 cel llines
SR56.mzML
MCF000820 11 cel llines
SR57.mzML
MCF000820 11 cel llines
SR58.mzML
MCF000820 11 cel llines
SR59.mzML
MCF000820 11 cel llines
SR60.mzML
MCF000820 11 cel llines
SR61.mzML
MCF000820 11 cel llines
SR62.mzML
MCF000820 11 cel llines
SR63.mzML
MCF000820 11 cel llines
SR64.mzML
MCF000820 11 cel llines
SR65.mzML
MCF000820 11 cel llines
SR66.mzML
MCF000820 11 cel llines
SR67.mzML
MCF000820 11 cel llines
SR68.mzML
MCF000820 11 cel llines
SR69.mzML
MCF000820 11 cel llines
SR70.mzML
MCF000820 11 cel llines
SR71.mzML
MCF000820 11 cel llines
SR72.mzML
MCF000820 11 cel llines
SR73.mzML
MCF000820 11 cel llines
SR74.mzML
MCF000820 11 cel llines
SR75.mzML
MCF000820 11 cel llines
SR76.mzML
MCF000820 11 cel llines
SR77.mzML
MCF000820 11 cel llines
SR78.mzML
MCF000820 11 cel llines
SR79.mzML
MCF000820 11 cel llines
SR80.mzML
MCF000820 11 cel llines
SR81.mzML
MCF000820 11 cel llines
SR82.mzML
MCF000820 11 cel llines
SR83.mzML
MCF000820 11 cel llines
SR84.mzML
MCF000820 11 cel llines
SR85.mzML
MCF000820 11 cel llines
SR86.mzML
MCF000820 11 cel llines
SR87.mzML
MCF000820 11 cel llines
SR88.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 88 rows!
Extracted information for 88 samples.
Processing  ST002484
Initiating REDU-table generation for AN004375
Rest length is 918
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
mx464648 Lipkin raw data
190719bJWsa01_1.cdf
mx464648 Lipkin raw data
190719bJWsa02_1.cdf
mx464648 Lipkin raw data
190719bJWsa03_1.cdf
mx464648 Lipkin raw data
190719bJWsa04_1.cdf
mx464648 Lipkin raw data
190719bJWsa05_1.cdf
mx464648 Lipkin raw data
190719bJWsa06_1.cdf
mx464648 Lipkin raw data
190719bJWsa07_1.cdf
mx464648 Lipkin raw data
190719bJWsa08_1.cdf
mx464648 Lipkin raw data
190719bJWsa09_1.cdf
mx464648 Lipkin raw data
190719bJWsa10_1.cdf
mx464648 Lipkin raw data
190719bJWsa11_1.cdf
mx464648 Lipkin raw data
190719bJWsa12_1.cdf
mx464648 Lipkin raw data
190719bJWsa13_1.cdf
mx464648 Lipkin raw data
190719bJWsa14_1.cdf
mx464648 Lipkin raw data
190719bJWsa15_1.cdf
mx464648 Lipkin raw data
190719bJWsa16_1.cdf
mx464648 Lipkin raw data
190719bJWsa17_1.cdf
mx464648 Lipkin raw data
190719bJWsa18_1.cdf
mx464648 Lipkin raw data
190719bJWsa19_1.cdf
mx464648 Lipkin raw data
190719bJWsa20_1.cdf
mx464648 Lipkin raw data
190719bJWsa21_1.cdf
mx464648 Lipkin raw data
190719bJWsa22_1.cdf
mx464648 Lipkin raw data
190719bJWsa23_1.cdf
mx464648 Lipkin raw data
190719bJWsa24_1.cdf
mx464648 Lipkin raw data
190719bJWsa25_1.cdf
mx464648 Lipkin raw data
190719bJWsa26_1.cdf
mx464648 Lipkin raw data
190719bJWsa27_1.cdf
mx464648 Lipkin raw data
190719bJWsa28_1.cdf
mx464648 Lipkin raw data
190719bJWsa29_1.cdf
mx464648 Lipkin raw data
190719bJWsa30_1.cdf
mx464648 Lipkin raw data
190719bJWsa31_1.cdf
mx464648 Lipkin raw data
190719bJWsa32_1.cdf
mx464648 Lipkin raw data
190719bJWsa33_1.cdf
mx464648 Lipkin raw data
190719bJWsa34_1.cdf
mx464648 Lipkin raw data
190719bJWsa35_1.cdf
mx464648 Lipkin raw data
190719bJWsa36_1.cdf
mx464648 Lipkin raw data
190719bJWsa37_1.cdf
mx464648 Lipkin raw data
190719bJWsa38_1.cdf
mx464648 Lipkin raw data
190719bJWsa39_1.cdf
mx464648 Lipkin raw data
190719bJWsa40_1.cdf
mx464648 Lipkin raw data
190719bJWsa41_1.cdf
mx464648 Lipkin raw data
190719bJWsa42_1.cdf
mx464648 Lipkin raw data
190719bJWsa43_1.cdf
mx464648 Lipkin raw data
190719bJWsa44_1.cdf
mx464648 Lipkin raw data
190719bJWsa45_1.cdf
mx464648 Lipkin raw data
190719bJWsa46_1.cdf
mx464648 Lipkin raw data
190719bJWsa47_1.cdf
mx464648 Lipkin raw data
190719bJWsa48_1.cdf
mx464648 Lipkin raw data
190719bJWsa49_1.cdf
mx464648 Lipkin raw data
190719bJWsa50_1.cdf
mx464648 Lipkin raw data
190720bJWsa01_1.cdf
mx464648 Lipkin raw data
190720bJWsa02_1.cdf
mx464648 Lipkin raw data
190720bJWsa03_1.cdf
mx464648 Lipkin raw data
190720bJWsa04_1.cdf
mx464648 Lipkin raw data
190720bJWsa05_1.cdf
mx464648 Lipkin raw data
190720bJWsa06_1.cdf
mx464648 Lipkin raw data
190720bJWsa07_1.cdf
mx464648 Lipkin raw data
190720bJWsa08_1.cdf
mx464648 Lipkin raw data
190720bJWsa09_1.cdf
mx464648 Lipkin raw data
190720bJWsa10_1.cdf
mx464648 Lipkin raw data
190720bJWsa11_1.cdf
mx464648 Lipkin raw data
190720bJWsa12_1.cdf
mx464648 Lipkin raw data
190720bJWsa13_1.cdf
mx464648 Lipkin raw data
190720bJWsa14_2.cdf
mx464648 Lipkin raw data
190720bJWsa15_1.cdf
mx464648 Lipkin raw data
190720bJWsa16_1.cdf
mx464648 Lipkin raw data
190720bJWsa17_1.cdf
mx464648 Lipkin raw data
190720bJWsa18_1.cdf
mx464648 Lipkin raw data
190720bJWsa19_1.cdf
mx464648 Lipkin raw data
190720bJWsa20_1.cdf
mx464648 Lipkin raw data
190720bJWsa21_1.cdf
mx464648 Lipkin raw data
190720bJWsa22_1.cdf
mx464648 Lipkin raw data
190720bJWsa23_1.cdf
mx464648 Lipkin raw data
190720bJWsa24_1.cdf
mx464648 Lipkin raw data
190720bJWsa25_1.cdf
mx464648 Lipkin raw data
190720bJWsa26_1.cdf
mx464648 Lipkin raw data
190720bJWsa27_1.cdf
mx464648 Lipkin raw data
190720bJWsa28_1.cdf
mx464648 Lipkin raw data
190720bJWsa29_1.cdf
mx464648 Lipkin raw data
190720bJWsa30_1.cdf
mx464648 Lipkin raw data
190720bJWsa31_1.cdf
mx464648 Lipkin raw data
190720bJWsa32_1.cdf
mx464648 Lipkin raw data
190720bJWsa33_1.cdf
mx464648 Lipkin raw data
190720bJWsa34_1.cdf
mx464648 Lipkin raw data
190720bJWsa35_1.cdf
mx464648 Lipkin raw data
190720bJWsa36_1.cdf
mx464648 Lipkin raw data
190720bJWsa37_1.cdf
mx464648 Lipkin raw data
190720bJWsa38_1.cdf
mx464648 Lipkin raw data
190720bJWsa39_1.cdf
mx464648 Lipkin raw data
190720bJWsa40_1.cdf
mx464648 Lipkin raw data
190720bJWsa41_1.cdf
mx464648 Lipkin raw data
190720bJWsa42_1.cdf
mx464648 Lipkin raw data
190720bJWsa43_1.cdf
mx464648 Lipkin raw data
190720bJWsa44_2.cdf
mx464648 Lipkin raw data
190720bJWsa45_1.cdf
mx464648 Lipkin raw data
190720bJWsa46_1.cdf
mx464648 Lipkin raw data
190720bJWsa47_1.cdf
mx464648 Lipkin raw data
190720bJWsa48_1.cdf
mx464648 Lipkin raw data
190720bJWsa49_1.cdf
mx464648 Lipkin raw data
190720bJWsa50_1.cdf
mx464648 Lipkin raw data
190721bJWsa01_1.cdf
mx464648 Lipkin raw data
190721bJWsa02_1.cdf
mx464648 Lipkin raw data
190721bJWsa03_1.cdf
mx464648 Lipkin raw data
190721bJWsa04_1.cdf
mx464648 Lipkin raw data
190721bJWsa05_1.cdf
mx464648 Lipkin raw data
190721bJWsa06_1.cdf
mx464648 Lipkin raw data
190721bJWsa07_1.cdf
mx464648 Lipkin raw data
190721bJWsa08_1.cdf
mx464648 Lipkin raw data
190721bJWsa09_1.cdf
mx464648 Lipkin raw data
190721bJWsa10_1.cdf
mx464648 Lipkin raw data
190721bJWsa11_1.cdf
mx464648 Lipkin raw data
190721bJWsa12_1.cdf
mx464648 Lipkin raw data
190721bJWsa13_1.cdf
mx464648 Lipkin raw data
190721bJWsa14_1.cdf
mx464648 Lipkin raw data
190721bJWsa15_1.cdf
mx464648 Lipkin raw data
190721bJWsa16_1.cdf
mx464648 Lipkin raw data
190721bJWsa17_1.cdf
mx464648 Lipkin raw data
190721bJWsa18_1.cdf
mx464648 Lipkin raw data
190721bJWsa19_1.cdf
mx464648 Lipkin raw data
190721bJWsa20_1.cdf
mx464648 Lipkin raw data
190721bJWsa21_1.cdf
mx464648 Lipkin raw data
190721bJWsa22_1.cdf
mx464648 Lipkin raw data
190721bJWsa23_1.cdf
mx464648 Lipkin raw data
190721bJWsa24_1.cdf
mx464648 Lipkin raw data
190721bJWsa25_1.cdf
mx464648 Lipkin raw data
190721bJWsa26_1.cdf
mx464648 Lipkin raw data
190721bJWsa27_1.cdf
mx464648 Lipkin raw data
190721bJWsa28_1.cdf
mx464648 Lipkin raw data
190721bJWsa29_1.cdf
mx464648 Lipkin raw data
190721bJWsa30_1.cdf
mx464648 Lipkin raw data
190721bJWsa31_1.cdf
mx464648 Lipkin raw data
190721bJWsa32_1.cdf
mx464648 Lipkin raw data
190721bJWsa33_1.cdf
mx464648 Lipkin raw data
190721bJWsa34_1.cdf
mx464648 Lipkin raw data
190721bJWsa35_1.cdf
mx464648 Lipkin raw data
190721bJWsa36_1.cdf
mx464648 Lipkin raw data
190721bJWsa37_1.cdf
mx464648 Lipkin raw data
190721bJWsa38_1.cdf
mx464648 Lipkin raw data
190721bJWsa39_1.cdf
mx464648 Lipkin raw data
190721bJWsa40_1.cdf
mx464648 Lipkin raw data
190721bJWsa41_1.cdf
mx464648 Lipkin raw data
190721bJWsa42_1.cdf
mx464648 Lipkin raw data
190721bJWsa43_1.cdf
mx464648 Lipkin raw data
190721bJWsa44_1.cdf
mx464648 Lipkin raw data
190721bJWsa45_1.cdf
mx464648 Lipkin raw data
190721bJWsa46_1.cdf
mx464648 Lipkin raw data
190721bJWsa47_1.cdf
mx464648 Lipkin raw data
190721bJWsa48_1.cdf
mx464648 Lipkin raw data
190721bJWsa49_1.cdf
mx464648 Lipkin raw data
190721bJWsa50_1.cdf
mx464648 Lipkin raw data
190722bJWsa01_1.cdf
mx464648 Lipkin raw data
190722bJWsa02_1.cdf
mx464648 Lipkin raw data
190722bJWsa03_1.cdf
mx464648 Lipkin raw data
190722bJWsa04_1.cdf
mx464648 Lipkin raw data
190722bJWsa05_1.cdf
mx464648 Lipkin raw data
190722bJWsa06_1.cdf
mx464648 Lipkin raw data
190722bJWsa07_1.cdf
mx464648 Lipkin raw data
190722bJWsa08_1.cdf
mx464648 Lipkin raw data
190722bJWsa09_1.cdf
mx464648 Lipkin raw data
190722bJWsa10_1.cdf
mx464648 Lipkin raw data
190722bJWsa11_1.cdf
mx464648 Lipkin raw data
190722bJWsa12_1.cdf
mx464648 Lipkin raw data
190722bJWsa13_1.cdf
mx464648 Lipkin raw data
190722bJWsa14_1.cdf
mx464648 Lipkin raw data
190722bJWsa15_1.cdf
mx464648 Lipkin raw data
190722bJWsa16_1.cdf
mx464648 Lipkin raw data
190722bJWsa17_1.cdf
mx464648 Lipkin raw data
190722bJWsa18_1.cdf
mx464648 Lipkin raw data
190722bJWsa19_1.cdf
mx464648 Lipkin raw data
190722bJWsa20_1.cdf
mx464648 Lipkin raw data
190722bJWsa21_1.cdf
mx464648 Lipkin raw data
190722bJWsa22_1.cdf
mx464648 Lipkin raw data
190722bJWsa23_1.cdf
mx464648 Lipkin raw data
190722bJWsa24_1.cdf
mx464648 Lipkin raw data
190722bJWsa25_1.cdf
mx464648 Lipkin raw data
190722bJWsa26_1.cdf
mx464648 Lipkin raw data
190722bJWsa27_1.cdf
mx464648 Lipkin raw data
190722bJWsa28_1.cdf
mx464648 Lipkin raw data
190722bJWsa29_1.cdf
mx464648 Lipkin raw data
190722bJWsa30_1.cdf
mx464648 Lipkin raw data
190722bJWsa31_1.cdf
mx464648 Lipkin raw data
190722bJWsa32_1.cdf
mx464648 Lipkin raw data
190722bJWsa33_1.cdf
mx464648 Lipkin raw data
190722bJWsa34_1.cdf
mx464648 Lipkin raw data
190722bJWsa35_1.cdf
mx464648 Lipkin raw data
190722bJWsa36_1.cdf
mx464648 Lipkin raw data
190722bJWsa37_1.cdf
mx464648 Lipkin raw data
190722bJWsa38_1.cdf
mx464648 Lipkin raw data
190722bJWsa39_1.cdf
mx464648 Lipkin raw data
190722bJWsa40_1.cdf
mx464648 Lipkin raw data
190722bJWsa41_1.cdf
mx464648 Lipkin raw data
190722bJWsa42_1.cdf
mx464648 Lipkin raw data
190722bJWsa43_1.cdf
mx464648 Lipkin raw data
190722bJWsa44_1.cdf
mx464648 Lipkin raw data
190722bJWsa45_1.cdf
mx464648 Lipkin raw data
190722bJWsa46_1.cdf
mx464648 Lipkin raw data
190722bJWsa47_1.cdf
mx464648 Lipkin raw data
190722bJWsa48_1.cdf
mx464648 Lipkin raw data
190722bJWsa49_1.cdf
mx464648 Lipkin raw data
190722bJWsa50_1.cdf
mx464648 Lipkin raw data
190723bJWsa01_1.cdf
mx464648 Lipkin raw data
190723bJWsa02_1.cdf
mx464648 Lipkin raw data
190723bJWsa03_1.cdf
mx464648 Lipkin raw data
190723bJWsa04_1.cdf
mx464648 Lipkin raw data
190723bJWsa05_1.cdf
mx464648 Lipkin raw data
190723bJWsa06_1.cdf
mx464648 Lipkin raw data
190723bJWsa07_1.cdf
mx464648 Lipkin raw data
190723bJWsa08_1.cdf
mx464648 Lipkin raw data
190723bJWsa09_1.cdf
mx464648 Lipkin raw data
190723bJWsa10_1.cdf
mx464648 Lipkin raw data
190723bJWsa11_1.cdf
mx464648 Lipkin raw data
190723bJWsa12_1.cdf
mx464648 Lipkin raw data
190723bJWsa13_1.cdf
mx464648 Lipkin raw data
190723bJWsa14_1.cdf
mx464648 Lipkin raw data
190723bJWsa15_1.cdf
mx464648 Lipkin raw data
190723bJWsa16_1.cdf
mx464648 Lipkin raw data
190723bJWsa17_1.cdf
mx464648 Lipkin raw data
190723bJWsa18_1.cdf
mx464648 Lipkin raw data
190723bJWsa19_1.cdf
mx464648 Lipkin raw data
190723bJWsa20_1.cdf
mx464648 Lipkin raw data
190723bJWsa21_1.cdf
mx464648 Lipkin raw data
190723bJWsa22_1.cdf
mx464648 Lipkin raw data
190723bJWsa23_1.cdf
mx464648 Lipkin raw data
190723bJWsa24_1.cdf
mx464648 Lipkin raw data
190723bJWsa25_1.cdf
mx464648 Lipkin raw data
190723bJWsa26_1.cdf
mx464648 Lipkin raw data
190723bJWsa27_2.cdf
mx464648 Lipkin raw data
190723bJWsa28_1.cdf
mx464648 Lipkin raw data
190723bJWsa29_1.cdf
mx464648 Lipkin raw data
190723bJWsa30_1.cdf
mx464648 Lipkin raw data
190723bJWsa31_1.cdf
mx464648 Lipkin raw data
190723bJWsa32_1.cdf
mx464648 Lipkin raw data
190723bJWsa33_1.cdf
mx464648 Lipkin raw data
190723bJWsa34_1.cdf
mx464648 Lipkin raw data
190723bJWsa35_1.cdf
mx464648 Lipkin raw data
190723bJWsa36_1.cdf
mx464648 Lipkin raw data
190723bJWsa37_1.cdf
mx464648 Lipkin raw data
190723bJWsa38_1.cdf
mx464648 Lipkin raw data
190723bJWsa39_1.cdf
mx464648 Lipkin raw data
190723bJWsa40_1.cdf
mx464648 Lipkin raw data
190723bJWsa41_1.cdf
mx464648 Lipkin raw data
190723bJWsa42_1.cdf
mx464648 Lipkin raw data
190723bJWsa43_1.cdf
mx464648 Lipkin raw data
190723bJWsa44_1.cdf
mx464648 Lipkin raw data
190723bJWsa45_1.cdf
mx464648 Lipkin raw data
190723bJWsa46_1.cdf
mx464648 Lipkin raw data
190723bJWsa47_1.cdf
mx464648 Lipkin raw data
190723bJWsa48_1.cdf
mx464648 Lipkin raw data
190723bJWsa49_1.cdf
mx464648 Lipkin raw data
190723bJWsa50_2.cdf
mx464648 Lipkin raw data
190724bJWsa01_1.cdf
mx464648 Lipkin raw data
190724bJWsa02_1.cdf
mx464648 Lipkin raw data
190724bJWsa03_1.cdf
mx464648 Lipkin raw data
190724bJWsa04_1.cdf
mx464648 Lipkin raw data
190724bJWsa05_1.cdf
mx464648 Lipkin raw data
190724bJWsa06_1.cdf
mx464648 Lipkin raw data
190724bJWsa07_1.cdf
mx464648 Lipkin raw data
190724bJWsa08_1.cdf
mx464648 Lipkin raw data
190724bJWsa09_1.cdf
mx464648 Lipkin raw data
190724bJWsa10_1.cdf
mx464648 Lipkin raw data
190724bJWsa11_1.cdf
mx464648 Lipkin raw data
190724bJWsa12_1.cdf
mx464648 Lipkin raw data
190724bJWsa13_1.cdf
mx464648 Lipkin raw data
190724bJWsa14_1.cdf
mx464648 Lipkin raw data
190724bJWsa15_1.cdf
mx464648 Lipkin raw data
190724bJWsa16_1.cdf
mx464648 Lipkin raw data
190724bJWsa17_2.cdf
mx464648 Lipkin raw data
190724bJWsa18_1.cdf
mx464648 Lipkin raw data
190724bJWsa19_1.cdf
mx464648 Lipkin raw data
190724bJWsa20_1.cdf
mx464648 Lipkin raw data
190724bJWsa21_1.cdf
mx464648 Lipkin raw data
190724bJWsa22_1.cdf
mx464648 Lipkin raw data
190724bJWsa23_1.cdf
mx464648 Lipkin raw data
190724bJWsa24_1.cdf
mx464648 Lipkin raw data
190724bJWsa25_1.cdf
mx464648 Lipkin raw data
190724bJWsa26_1.cdf
mx464648 Lipkin raw data
190724bJWsa27_1.cdf
mx464648 Lipkin raw data
190724bJWsa28_1.cdf
mx464648 Lipkin raw data
190724bJWsa29_1.cdf
mx464648 Lipkin raw data
190724bJWsa30_1.cdf
mx464648 Lipkin raw data
190724bJWsa31_1.cdf
mx464648 Lipkin raw data
190724bJWsa32_1.cdf
mx464648 Lipkin raw data
190724bJWsa33_1.cdf
mx464648 Lipkin raw data
190724bJWsa34_1.cdf
mx464648 Lipkin raw data
190724bJWsa35_1.cdf
mx464648 Lipkin raw data
190724bJWsa36_1.cdf
mx464648 Lipkin raw data
190724bJWsa37_1.cdf
mx464648 Lipkin raw data
190724bJWsa38_1.cdf
mx464648 Lipkin raw data
190724bJWsa39_1.cdf
mx464648 Lipkin raw data
190724bJWsa40_1.cdf
mx464648 Lipkin raw data
190724bJWsa41_1.cdf
mx464648 Lipkin raw data
190724bJWsa42_1.cdf
mx464648 Lipkin raw data
190724bJWsa43_1.cdf
mx464648 Lipkin raw data
190724bJWsa44_1.cdf
mx464648 Lipkin raw data
190724bJWsa45_1.cdf
mx464648 Lipkin raw data
190724bJWsa46_1.cdf
mx464648 Lipkin raw data
190724bJWsa47_1.cdf
mx464648 Lipkin raw data
190724bJWsa48_1.cdf
mx464648 Lipkin raw data
190724bJWsa49_1.cdf
mx464648 Lipkin raw data
190724bJWsa50_1.cdf
mx464648 Lipkin raw data
190725bJWsa01_1.cdf
mx464648 Lipkin raw data
190725bJWsa02_1.cdf
mx464648 Lipkin raw data
190725bJWsa03_1.cdf
mx464648 Lipkin raw data
190725bJWsa04_1.cdf
mx464648 Lipkin raw data
190725bJWsa05_1.cdf
mx464648 Lipkin raw data
190725bJWsa06_1.cdf
mx464648 Lipkin raw data
190725bJWsa07_1.cdf
mx464648 Lipkin raw data
190725bJWsa08_1.cdf
mx464648 Lipkin raw data
190725bJWsa09_1.cdf
mx464648 Lipkin raw data
190725bJWsa10_1.cdf
mx464648 Lipkin raw data
190725bJWsa11_1.cdf
mx464648 Lipkin raw data
190725bJWsa12_1.cdf
mx464648 Lipkin raw data
190725bJWsa13_1.cdf
mx464648 Lipkin raw data
190725bJWsa14_1.cdf
mx464648 Lipkin raw data
190725bJWsa15_1.cdf
mx464648 Lipkin raw data
190725bJWsa16_1.cdf
mx464648 Lipkin raw data
190725bJWsa17_1.cdf
mx464648 Lipkin raw data
190725bJWsa18_1.cdf
mx464648 Lipkin raw data
190725bJWsa19_1.cdf
mx464648 Lipkin raw data
190725bJWsa20_1.cdf
mx464648 Lipkin raw data
190725bJWsa21_1.cdf
mx464648 Lipkin raw data
190725bJWsa22_1.cdf
mx464648 Lipkin raw data
190725bJWsa23_1.cdf
mx464648 Lipkin raw data
190725bJWsa24_1.cdf
mx464648 Lipkin raw data
190725bJWsa25_1.cdf
mx464648 Lipkin raw data
190725bJWsa26_1.cdf
mx464648 Lipkin raw data
190725bJWsa27_1.cdf
mx464648 Lipkin raw data
190725bJWsa28_1.cdf
mx464648 Lipkin raw data
190725bJWsa29_1.cdf
mx464648 Lipkin raw data
190725bJWsa30_1.cdf
mx464648 Lipkin raw data
190725bJWsa31_1.cdf
mx464648 Lipkin raw data
190725bJWsa32_1.cdf
mx464648 Lipkin raw data
190725bJWsa33_1.cdf
mx464648 Lipkin raw data
190725bJWsa34_1.cdf
mx464648 Lipkin raw data
190725bJWsa35_1.cdf
mx464648 Lipkin raw data
190725bJWsa36_1.cdf
mx464648 Lipkin raw data
190725bJWsa37_1.cdf
mx464648 Lipkin raw data
190725bJWsa38_1.cdf
mx464648 Lipkin raw data
190725bJWsa39_1.cdf
mx464648 Lipkin raw data
190725bJWsa40_1.cdf
mx464648 Lipkin raw data
190725bJWsa41_1.cdf
mx464648 Lipkin raw data
190725bJWsa42_1.cdf
mx464648 Lipkin raw data
190725bJWsa43_1.cdf
mx464648 Lipkin raw data
190725bJWsa44_1.cdf
mx464648 Lipkin raw data
190725bJWsa45_1.cdf
mx464648 Lipkin raw data
190725bJWsa46_1.cdf
mx464648 Lipkin raw data
190725bJWsa47_1.cdf
mx464648 Lipkin raw data
190725bJWsa48_1.cdf
mx464648 Lipkin raw data
190725bJWsa49_1.cdf
mx464648 Lipkin raw data
190725bJWsa50_1.cdf
mx464648 Lipkin raw data
190726bJWsa01_1.cdf
mx464648 Lipkin raw data
190726bJWsa02_1.cdf
mx464648 Lipkin raw data
190726bJWsa03_1.cdf
mx464648 Lipkin raw data
190726bJWsa04_1.cdf
mx464648 Lipkin raw data
190726bJWsa05_1.cdf
mx464648 Lipkin raw data
190726bJWsa06_1.cdf
mx464648 Lipkin raw data
190726bJWsa07_1.cdf
mx464648 Lipkin raw data
190726bJWsa08_1.cdf
mx464648 Lipkin raw data
190726bJWsa09_1.cdf
mx464648 Lipkin raw data
190726bJWsa10_1.cdf
mx464648 Lipkin raw data
190726bJWsa11_1.cdf
mx464648 Lipkin raw data
190726bJWsa12_1.cdf
mx464648 Lipkin raw data
190726bJWsa13_1.cdf
mx464648 Lipkin raw data
190726bJWsa14_1.cdf
mx464648 Lipkin raw data
190726bJWsa15_1.cdf
mx464648 Lipkin raw data
190726bJWsa16_1.cdf
mx464648 Lipkin raw data
190726bJWsa17_1.cdf
mx464648 Lipkin raw data
190726bJWsa18_1.cdf
mx464648 Lipkin raw data
190726bJWsa19_1.cdf
mx464648 Lipkin raw data
190726bJWsa20_1.cdf
mx464648 Lipkin raw data
190726bJWsa21_1.cdf
mx464648 Lipkin raw data
190726bJWsa22_1.cdf
mx464648 Lipkin raw data
190726bJWsa23_1.cdf
mx464648 Lipkin raw data
190726bJWsa24_1.cdf
mx464648 Lipkin raw data
190726bJWsa25_1.cdf
mx464648 Lipkin raw data
190726bJWsa26_1.cdf
mx464648 Lipkin raw data
190726bJWsa27_1.cdf
mx464648 Lipkin raw data
190726bJWsa28_1.cdf
mx464648 Lipkin raw data
190726bJWsa29_1.cdf
mx464648 Lipkin raw data
190726bJWsa30_1.cdf
mx464648 Lipkin raw data
190726bJWsa31_1.cdf
mx464648 Lipkin raw data
190726bJWsa32_1.cdf
mx464648 Lipkin raw data
190726bJWsa33_1.cdf
mx464648 Lipkin raw data
190726bJWsa34_1.cdf
mx464648 Lipkin raw data
190726bJWsa35_1.cdf
mx464648 Lipkin raw data
190726bJWsa36_1.cdf
mx464648 Lipkin raw data
190726bJWsa37_1.cdf
mx464648 Lipkin raw data
190726bJWsa38_1.cdf
mx464648 Lipkin raw data
190726bJWsa39_1.cdf
mx464648 Lipkin raw data
190726bJWsa40_1.cdf
mx464648 Lipkin raw data
190726bJWsa41_1.cdf
mx464648 Lipkin raw data
190726bJWsa42_1.cdf
mx464648 Lipkin raw data
190726bJWsa43_1.cdf
mx464648 Lipkin raw data
190726bJWsa44_1.cdf
mx464648 Lipkin raw data
190726bJWsa45_1.cdf
mx464648 Lipkin raw data
190726bJWsa46_1.cdf
mx464648 Lipkin raw data
190726bJWsa47_1.cdf
mx464648 Lipkin raw data
190726bJWsa48_1.cdf
mx464648 Lipkin raw data
190726bJWsa49_1.cdf
mx464648 Lipkin raw data
190726bJWsa50_1.cdf
mx464648 Lipkin raw data
190727bJWsa01_1.cdf
mx464648 Lipkin raw data
190727bJWsa02_1.cdf
mx464648 Lipkin raw data
190727bJWsa03_1.cdf
mx464648 Lipkin raw data
190727bJWsa04_1.cdf
mx464648 Lipkin raw data
190727bJWsa05_1.cdf
mx464648 Lipkin raw data
190727bJWsa06_1.cdf
mx464648 Lipkin raw data
190727bJWsa07_1.cdf
mx464648 Lipkin raw data
190727bJWsa08_1.cdf
mx464648 Lipkin raw data
190727bJWsa09_1.cdf
mx464648 Lipkin raw data
190727bJWsa10_1.cdf
mx464648 Lipkin raw data
190727bJWsa11_1.cdf
mx464648 Lipkin raw data
190727bJWsa12_1.cdf
mx464648 Lipkin raw data
190727bJWsa13_1.cdf
mx464648 Lipkin raw data
190727bJWsa14_1.cdf
mx464648 Lipkin raw data
190727bJWsa15_1.cdf
mx464648 Lipkin raw data
190727bJWsa16_1.cdf
mx464648 Lipkin raw data
190727bJWsa17_1.cdf
mx464648 Lipkin raw data
190727bJWsa18_1.cdf
mx464648 Lipkin raw data
190727bJWsa19_1.cdf
mx464648 Lipkin raw data
190727bJWsa20_1.cdf
mx464648 Lipkin raw data
190727bJWsa21_1.cdf
mx464648 Lipkin raw data
190727bJWsa22_1.cdf
mx464648 Lipkin raw data
190727bJWsa23_1.cdf
mx464648 Lipkin raw data
190727bJWsa24_1.cdf
mx464648 Lipkin raw data
190727bJWsa25_1.cdf
mx464648 Lipkin raw data
190727bJWsa26_1.cdf
mx464648 Lipkin raw data
190727bJWsa27_1.cdf
mx464648 Lipkin raw data
190727bJWsa28_1.cdf
mx464648 Lipkin raw data
190727bJWsa29_1.cdf
mx464648 Lipkin raw data
190727bJWsa30_1.cdf
mx464648 Lipkin raw data
190727bJWsa31_1.cdf
mx464648 Lipkin raw data
190727bJWsa32_1.cdf
mx464648 Lipkin raw data
190727bJWsa33_1.cdf
mx464648 Lipkin raw data
190727bJWsa34_1.cdf
mx464648 Lipkin raw data
190727bJWsa35_1.cdf
mx464648 Lipkin raw data
190727bJWsa36_1.cdf
mx464648 Lipkin raw data
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mx464648 Lipkin raw data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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190803bJWsa21_1.cdf
mx464648 Lipkin raw data
190803bJWsa22_1.cdf
mx464648 Lipkin raw data
190803bJWsa23_1.cdf
mx464648 Lipkin raw data
190803bJWsa24_1.cdf
mx464648 Lipkin raw data
190803bJWsa25_1.cdf
mx464648 Lipkin raw data
190803bJWsa26_1.cdf
mx464648 Lipkin raw data
190803bJWsa27_1.cdf
mx464648 Lipkin raw data
190803bJWsa28_1.cdf
mx464648 Lipkin raw data
190803bJWsa29_1.cdf
mx464648 Lipkin raw data
190803bJWsa30_1.cdf
mx464648 Lipkin raw data
190803bJWsa31_1.cdf
mx464648 Lipkin raw data
190803bJWsa32_1.cdf
mx464648 Lipkin raw data
190803bJWsa33_1.cdf
mx464648 Lipkin raw data
190803bJWsa34_1.cdf
mx464648 Lipkin raw data
190803bJWsa35_1.cdf
mx464648 Lipkin raw data
190803bJWsa36_1.cdf
mx464648 Lipkin raw data
190803bJWsa37_1.cdf
mx464648 Lipkin raw data
190803bJWsa38_1.cdf
mx464648 Lipkin raw data
190803bJWsa39_1.cdf
mx464648 Lipkin raw data
190803bJWsa40_1.cdf
mx464648 Lipkin raw data
190803bJWsa41_1.cdf
mx464648 Lipkin raw data
190803bJWsa42_1.cdf
mx464648 Lipkin raw data
190803bJWsa43_1.cdf
mx464648 Lipkin raw data
190803bJWsa44_1.cdf
mx464648 Lipkin raw data
190803bJWsa45_1.cdf
mx464648 Lipkin raw data
190803bJWsa46_1.cdf
mx464648 Lipkin raw data
190803bJWsa47_1.cdf
mx464648 Lipkin raw data
190803bJWsa48_1.cdf
mx464648 Lipkin raw data
190803bJWsa49_1.cdf
mx464648 Lipkin raw data
190803bJWsa50_1.cdf
mx464648 Lipkin raw data
190804bJWsa01_1.cdf
mx464648 Lipkin raw data
190804bJWsa02_1.cdf
mx464648 Lipkin raw data
190804bJWsa03_1.cdf
mx464648 Lipkin raw data
190804bJWsa04_1.cdf
mx464648 Lipkin raw data
190804bJWsa05_1.cdf
mx464648 Lipkin raw data
190804bJWsa06_1.cdf
mx464648 Lipkin raw data
190804bJWsa07_1.cdf
mx464648 Lipkin raw data
190804bJWsa08_1.cdf
mx464648 Lipkin raw data
190804bJWsa09_1.cdf
mx464648 Lipkin raw data
190804bJWsa10_1.cdf
mx464648 Lipkin raw data
190804bJWsa11_1.cdf
mx464648 Lipkin raw data
190804bJWsa12_1.cdf
mx464648 Lipkin raw data
190804bJWsa13_1.cdf
mx464648 Lipkin raw data
190804bJWsa14_1.cdf
mx464648 Lipkin raw data
190804bJWsa15_1.cdf
mx464648 Lipkin raw data
190804bJWsa16_1.cdf
mx464648 Lipkin raw data
190804bJWsa17_1.cdf
mx464648 Lipkin raw data
190804bJWsa18_1.cdf
mx464648 Lipkin raw data
190804bJWsa19_1.cdf
mx464648 Lipkin raw data
190804bJWsa20_1.cdf
mx464648 Lipkin raw data
190804bJWsa21_2.cdf
mx464648 Lipkin raw data
190804bJWsa22_1.cdf
mx464648 Lipkin raw data
190804bJWsa23_1.cdf
mx464648 Lipkin raw data
190804bJWsa24_1.cdf
mx464648 Lipkin raw data
190804bJWsa25_1.cdf
mx464648 Lipkin raw data
190804bJWsa26_1.cdf
mx464648 Lipkin raw data
190804bJWsa27_1.cdf
mx464648 Lipkin raw data
190804bJWsa28_1.cdf
mx464648 Lipkin raw data
190804bJWsa29_1.cdf
mx464648 Lipkin raw data
190804bJWsa30_1.cdf
mx464648 Lipkin raw data
190804bJWsa31_1.cdf
mx464648 Lipkin raw data
190804bJWsa32_1.cdf
mx464648 Lipkin raw data
190804bJWsa33_1.cdf
mx464648 Lipkin raw data
190804bJWsa34_1.cdf
mx464648 Lipkin raw data
190804bJWsa35_1.cdf
mx464648 Lipkin raw data
190804bJWsa36_1.cdf
mx464648 Lipkin raw data
190804bJWsa37_1.cdf
mx464648 Lipkin raw data
190804bJWsa38_1.cdf
mx464648 Lipkin raw data
190804bJWsa39_1.cdf
mx464648 Lipkin raw data
190804bJWsa40_1.cdf
mx464648 Lipkin raw data
190804bJWsa41_1.cdf
mx464648 Lipkin raw data
190804bJWsa42_1.cdf
mx464648 Lipkin raw data
190804bJWsa43_1.cdf
mx464648 Lipkin raw data
190804bJWsa44_1.cdf
mx464648 Lipkin raw data
190804bJWsa45_1.cdf
mx464648 Lipkin raw data
190804bJWsa46_1.cdf
mx464648 Lipkin raw data
190804bJWsa47_1.cdf
mx464648 Lipkin raw data
190804bJWsa48_1.cdf
mx464648 Lipkin raw data
190804bJWsa49_1.cdf
mx464648 Lipkin raw data
190804bJWsa50_1.cdf
mx464648 Lipkin raw data
190805bJWsa01_1.cdf
mx464648 Lipkin raw data
190805bJWsa02_1.cdf
mx464648 Lipkin raw data
190805bJWsa03_1.cdf
mx464648 Lipkin raw data
190805bJWsa04_1.cdf
mx464648 Lipkin raw data
190805bJWsa05_1.cdf
mx464648 Lipkin raw data
190805bJWsa06_1.cdf
mx464648 Lipkin raw data
190805bJWsa07_1.cdf
mx464648 Lipkin raw data
190805bJWsa08_1.cdf
mx464648 Lipkin raw data
190805bJWsa09_1.cdf
mx464648 Lipkin raw data
190805bJWsa10_1.cdf
mx464648 Lipkin raw data
190805bJWsa11_1.cdf
mx464648 Lipkin raw data
190805bJWsa12_1.cdf
mx464648 Lipkin raw data
190805bJWsa13_1.cdf
mx464648 Lipkin raw data
190805bJWsa14_1.cdf
mx464648 Lipkin raw data
190805bJWsa15_1.cdf
mx464648 Lipkin raw data
190805bJWsa16_1.cdf
mx464648 Lipkin raw data
190805bJWsa17_1.cdf
mx464648 Lipkin raw data
190805bJWsa18_1.cdf
mx464648 Lipkin raw data
190805bJWsa19_1.cdf
mx464648 Lipkin raw data
190805bJWsa20_1.cdf
mx464648 Lipkin raw data
190805bJWsa21_1.cdf
mx464648 Lipkin raw data
190805bJWsa22_1.cdf
mx464648 Lipkin raw data
190805bJWsa23_1.cdf
mx464648 Lipkin raw data
190805bJWsa24_1.cdf
mx464648 Lipkin raw data
190805bJWsa25_1.cdf
mx464648 Lipkin raw data
190805bJWsa26_1.cdf
mx464648 Lipkin raw data
190805bJWsa27_1.cdf
mx464648 Lipkin raw data
190805bJWsa28_1.cdf
mx464648 Lipkin raw data
190805bJWsa29_1.cdf
mx464648 Lipkin raw data
190805bJWsa30_1.cdf
mx464648 Lipkin raw data
190805bJWsa31_1.cdf
mx464648 Lipkin raw data
190805bJWsa32_1.cdf
mx464648 Lipkin raw data
190805bJWsa33_1.cdf
mx464648 Lipkin raw data
190805bJWsa34_1.cdf
mx464648 Lipkin raw data
190805bJWsa35_1.cdf
mx464648 Lipkin raw data
190805bJWsa36_1.cdf
mx464648 Lipkin raw data
190805bJWsa37_1.cdf
mx464648 Lipkin raw data
190805bJWsa38_1.cdf
mx464648 Lipkin raw data
190805bJWsa39_1.cdf
mx464648 Lipkin raw data
190805bJWsa40_1.cdf
mx464648 Lipkin raw data
190805bJWsa41_1.cdf
mx464648 Lipkin raw data
190805bJWsa42_1.cdf
mx464648 Lipkin raw data
190805bJWsa43_1.cdf
mx464648 Lipkin raw data
190805bJWsa44_1.cdf
mx464648 Lipkin raw data
190805bJWsa45_1.cdf
mx464648 Lipkin raw data
190805bJWsa46_1.cdf
mx464648 Lipkin raw data
190805bJWsa47_1.cdf
mx464648 Lipkin raw data
190805bJWsa48_1.cdf
mx464648 Lipkin raw data
190805bJWsa49_1.cdf
mx464648 Lipkin raw data
190805bJWsa50_1.cdf
mx464648 Lipkin raw data
190806bJWsa01_1.cdf
mx464648 Lipkin raw data
190806bJWsa02_1.cdf
mx464648 Lipkin raw data
190806bJWsa03_1.cdf
mx464648 Lipkin raw data
190806bJWsa04_1.cdf
mx464648 Lipkin raw data
190806bJWsa05_1.cdf
mx464648 Lipkin raw data
190806bJWsa06_1.cdf
mx464648 Lipkin raw data
190806bJWsa07_1.cdf
mx464648 Lipkin raw data
190806bJWsa08_1.cdf
mx464648 Lipkin raw data
190806bJWsa09_1.cdf
mx464648 Lipkin raw data
190806bJWsa10_1.cdf
mx464648 Lipkin raw data
190806bJWsa11_1.cdf
mx464648 Lipkin raw data
190806bJWsa12_1.cdf
mx464648 Lipkin raw data
190806bJWsa13_1.cdf
mx464648 Lipkin raw data
190806bJWsa14_1.cdf
mx464648 Lipkin raw data
190806bJWsa15_1.cdf
mx464648 Lipkin raw data
190806bJWsa16_1.cdf
mx464648 Lipkin raw data
190806bJWsa17_1.cdf
mx464648 Lipkin raw data
190806bJWsa18_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 918 rows!
Extracted information for 918 samples.
Processing  ST002084
Initiating REDU-table generation for AN003401
Rest length is 10
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/10 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 10/10 [00:00<00:00, 2130.39it/s]

 27%|██▋       | 835/3150 [50:49<1:46:04,  2.75s/it]analyzing contradictions,..
resolving contradictions,..
An error occurred in MWB_to_REDU_wrapper: division by zero
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 504, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    potential_matches = resolve_contradictions(contradictions, potential_matches)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 323, in resolve_contradictions
    percentage = len(df_value) / raw_value_length
ZeroDivisionError: division by zero

Processing  ST000861
No raw data detected. Ignoring ST000861
Processing  ST001292
Initiating REDU-table generation for AN002149
Rest length is 77
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/77 [00:00<?, ?it/s]

Mapping potential matches:  17%|█▋        | 13/77 [00:00<00:00, 125.38it/s]

Mapping potential matches:  34%|███▍      | 26/77 [00:00<00:00, 126.40it/s]

Mapping potential matches:  51%|█████     | 39/77 [00:00<00:00, 126.19it/s]

Mapping potential matches:  68%|██████▊   | 52/77 [00:00<00:00, 125.42it/s]

Mapping potential matches:  84%|████████▍ | 65/77 [00:00<00:00, 125.04it/s]
Mapping potential matches: 100%|██████████| 77/77 [00:00<00:00, 125.46it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002150
Rest length is 77
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/77 [00:00<?, ?it/s]

Mapping potential matches:  17%|█▋        | 13/77 [00:00<00:00, 126.32it/s]

Mapping potential matches:  34%|███▍      | 26/77 [00:00<00:00, 127.59it/s]

Mapping potential matches:  51%|█████     | 39/77 [00:00<00:00, 127.35it/s]

Mapping potential matches:  68%|██████▊   | 52/77 [00:00<00:00, 126.74it/s]

Mapping potential matches:  84%|████████▍ | 65/77 [00:00<00:00, 127.12it/s]
Mapping potential matches: 100%|██████████| 77/77 [00:00<00:00, 127.19it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 837/3150 [50:54<1:42:16,  2.65s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw data
NEG
20140727_Kidney_02_Negative_01.wiff
Raw data
NEG
20140727_Kidney_03_Negative_01.wiff
Raw data
NEG
20140727_Kidney_04_Negative_01.wiff
Raw data
NEG
20140727_Kidney_05_Negative_01.wiff
Raw data
NEG
20140727_Kidney_06_Negative_01.wiff
Raw data
NEG
20140727_Kidney_08_Negative_01.wiff
Raw data
NEG
20140727_Kidney_11_Negative_01.wiff
Raw data
NEG
20140727_Kidney_12_Negative_01.wiff
Raw data
NEG
20140727_Kidney_13_Negative_01.wiff
Raw data
NEG
20140727_Kidney_14_Negative_01.wiff
Raw data
NEG
20140727_Kidney_16_Negative_01.wiff
Raw data
NEG
20140727_Kidney_17_Negative_01.wiff
Raw data
NEG
20140727_Kidney_18_Negative_01.wiff
Raw data
NEG
20140727_Kidney_19_Negative_01.wiff
Raw data
NEG
20140727_Kidney_20_Negative_01.wiff
Raw data
NEG
20140727_Kidney_21_Negative_01.wiff
Raw data
NEG
20140727_Kidney_22_Negative_01.wiff
Raw data
NEG
20140727_Kidney_24_Negative_01.wiff
Raw data
NEG
20140727_Kidney_25_Negative_01.wiff
Raw data
NEG
20140727_Kidney_26_Negative_01.wiff
Raw data
NEG
20140727_Kidney_27_Negative_01.wiff
Raw data
NEG
20140727_Kidney_28_Negative_01.wiff
Raw data
NEG
20140727_Kidney_30_Negative_01.wiff
Raw data
NEG
20140727_Kidney_31_Negative_01.wiff
Raw data
NEG
20140727_Kidney_32_Negative_01.wiff
Raw data
NEG
20140727_Kidney_33_Negative_01.wiff
Raw data
NEG
20140727_Kidney_35_Negative_01.wiff
Raw data
NEG
20140727_Kidney_36_Negative_01.wiff
Raw data
NEG
20140727_Kidney_37_Negative_01.wiff
Raw data
NEG
20140727_Kidney_38_Negative_01.wiff
Raw data
NEG
20140727_Kidney_39_Negative_01.wiff
Raw data
NEG
20140727_Kidney_40_Negative_01.wiff
Raw data
NEG
20140727_Kidney_41_Negative_01.wiff
Raw data
NEG
20140727_Kidney_42_Negative_01.wiff
Raw data
NEG
20140727_Kidney_43_Negative_01.wiff
Raw data
NEG
20140727_Kidney_44_Negative_01.wiff
Raw data
NEG
20140727_Kidney_45_Negative_01.wiff
Raw data
NEG
20140727_Kidney_46_Negative_01.wiff
Raw data
NEG
20140727_Kidney_47_Negative_01.wiff
Raw data
NEG
20140727_Kidney_48_Negative_01.wiff
Raw data
NEG
20140727_Kidney_49_Negative_01.wiff
Raw data
NEG
20140727_Kidney_50_Negative_01.wiff
Raw data
NEG
20140727_Kidney_51_Negative_01.wiff
Raw data
NEG
20140727_Kidney_52_Negative_01.wiff
Raw data
NEG
20140727_Kidney_53_Negative_01.wiff
Raw data
NEG
20140727_Kidney_54_Negative_01.wiff
Raw data
NEG
20140727_Kidney_55_Negative_01.wiff
Raw data
NEG
20140727_Kidney_56_Negative_01.wiff
Raw data
NEG
20140727_Kidney_57_Negative_01.wiff
Raw data
NEG
20140727_Kidney_58_Negative_01.wiff
Raw data
NEG
20140727_Kidney_60_Negative_01.wiff
Raw data
NEG
20140727_Kidney_61_Negative_01.wiff
Raw data
NEG
20140727_Kidney_62_Negative_01.wiff
Raw data
NEG
20140727_Kidney_63_Negative_01.wiff
Raw data
NEG
20140727_Kidney_64_Negative_01.wiff
Raw data
NEG
20140727_Kidney_65_Negative_01.wiff
Raw data
NEG
20140727_Kidney_66_Negative_01.wiff
Raw data
NEG
20140727_Kidney_67_Negative_01.wiff
Raw data
NEG
20140727_Kidney_68_Negative_01.wiff
Raw data
NEG
20140727_Kidney_69_Negative_01.wiff
Raw data
NEG
20140727_Kidney_70_Negative_01.wiff
Raw data
NEG
20140727_Kidney_71_Negative_01.wiff
Raw data
NEG
20140727_Kidney_72_Negative_01.wiff
Raw data
NEG
20140727_Kidney_73_Negative_01.wiff
Raw data
NEG
20140727_Kidney_74_Negative_01.wiff
Raw data
NEG
20140727_Kidney_75_Negative_01.wiff
Raw data
NEG
20140727_Kidney_76_Negative_01.wiff
Raw data
NEG
20140727_Kidney_77_Negative_01.wiff
Raw data
NEG
20140727_Kidney_78_Negative_01.wiff
Raw data
NEG
20140727_Kidney_79_Negative_01.wiff
Raw data
NEG
20140727_Kidney_80_Negative_01.wiff
Raw data
NEG
20140727_Kidney_81_Negative_01.wiff
Raw data
NEG
20140727_Kidney_82_Negative_01.wiff
Raw data
NEG
20140727_Kidney_83_Negative_01.wiff
Raw data
NEG
20140727_Kidney_84_Negative_01.wiff
Raw data
NEG
20140727_Kidney_85_Negative_01.wiff
Raw data
NEG
20140727_Kidney_86_Negative_01.wiff
Raw data
POS
20140726_Kidney_02_Positive_01.wiff
Raw data
POS
20140726_Kidney_03_Positive_01.wiff
Raw data
POS
20140726_Kidney_04_Positive_01.wiff
Raw data
POS
20140726_Kidney_05_Positive_01.wiff
Raw data
POS
20140726_Kidney_06_Positive_01.wiff
Raw data
POS
20140726_Kidney_08_Positive_01.wiff
Raw data
POS
20140726_Kidney_11_Positive_01.wiff
Raw data
POS
20140726_Kidney_12_Positive_01.wiff
Raw data
POS
20140726_Kidney_13_Positive_01.wiff
Raw data
POS
20140726_Kidney_14_Positive_01.wiff
Raw data
POS
20140726_Kidney_16_Positive_01.wiff
Raw data
POS
20140726_Kidney_17_Positive_01.wiff
Raw data
POS
20140726_Kidney_18_Positive_01.wiff
Raw data
POS
20140726_Kidney_19_Positive_01.wiff
Raw data
POS
20140726_Kidney_20_Positive_01.wiff
Raw data
POS
20140726_Kidney_21_Positive_01.wiff
Raw data
POS
20140726_Kidney_22_Positive_01.wiff
Raw data
POS
20140726_Kidney_24_Positive_01.wiff
Raw data
POS
20140726_Kidney_25_Positive_01.wiff
Raw data
POS
20140726_Kidney_26_Positive_01.wiff
Raw data
POS
20140726_Kidney_27_Positive_01.wiff
Raw data
POS
20140726_Kidney_28_Positive_01.wiff
Raw data
POS
20140726_Kidney_30_Positive_01.wiff
Raw data
POS
20140726_Kidney_31_Positive_01.wiff
Raw data
POS
20140726_Kidney_32_Positive_01.wiff
Raw data
POS
20140726_Kidney_33_Positive_01.wiff
Raw data
POS
20140726_Kidney_35_Positive_01.wiff
Raw data
POS
20140726_Kidney_36_Positive_01.wiff
Raw data
POS
20140726_Kidney_37_Positive_01.wiff
Raw data
POS
20140726_Kidney_38_Positive_01.wiff
Raw data
POS
20140726_Kidney_39_Positive_01.wiff
Raw data
POS
20140726_Kidney_40_Positive_01.wiff
Raw data
POS
20140726_Kidney_41_Positive_01.wiff
Raw data
POS
20140726_Kidney_42_Positive_01.wiff
Raw data
POS
20140726_Kidney_44_Positive_01.wiff
Raw data
POS
20140726_Kidney_45_Positive_01.wiff
Raw data
POS
20140726_Kidney_46_Positive_01.wiff
Raw data
POS
20140726_Kidney_47_Positive_01.wiff
Raw data
POS
20140726_Kidney_48_Positive_01.wiff
Raw data
POS
20140726_Kidney_49_Positive_01.wiff
Raw data
POS
20140726_Kidney_50_Positive_01.wiff
Raw data
POS
20140726_Kidney_51_Positive_01.wiff
Raw data
POS
20140726_Kidney_52_Positive_01.wiff
Raw data
POS
20140726_Kidney_53_Positive_01.wiff
Raw data
POS
20140726_Kidney_54_Positive_01.wiff
Raw data
POS
20140726_Kidney_55_Positive_01.wiff
Raw data
POS
20140726_Kidney_56_Positive_01.wiff
Raw data
POS
20140726_Kidney_57_Positive_01.wiff
Raw data
POS
20140726_Kidney_58_Positive_01.wiff
Raw data
POS
20140726_Kidney_60_Positive_01.wiff
Raw data
POS
20140726_Kidney_61_Positive_01.wiff
Raw data
POS
20140726_Kidney_62_Positive_01.wiff
Raw data
POS
20140726_Kidney_63_Positive_01.wiff
Raw data
POS
20140726_Kidney_64_Positive_01.wiff
Raw data
POS
20140726_Kidney_65_Positive_01.wiff
Raw data
POS
20140726_Kidney_66_Positive_01.wiff
Raw data
POS
20140726_Kidney_67_Positive_01.wiff
Raw data
POS
20140726_Kidney_68_Positive_01.wiff
Raw data
POS
20140726_Kidney_69_Positive_01.wiff
Raw data
POS
20140726_Kidney_70_Positive_01.wiff
Raw data
POS
20140726_Kidney_71_Positive_01.wiff
Raw data
POS
20140726_Kidney_72_Positive_01.wiff
Raw data
POS
20140726_Kidney_73_Positive_01.wiff
Raw data
POS
20140726_Kidney_74_Positive_01.wiff
Raw data
POS
20140726_Kidney_75_Positive_01.wiff
Raw data
POS
20140726_Kidney_76_Positive_01.wiff
Raw data
POS
20140726_Kidney_77_Positive_01.wiff
Raw data
POS
20140726_Kidney_78_Positive_01.wiff
Raw data
POS
20140726_Kidney_79_Positive_01.wiff
Raw data
POS
20140726_Kidney_80_Positive_01.wiff
Raw data
POS
20140726_Kidney_81_Positive_01.wiff
Raw data
POS
20140726_Kidney_82_Positive_01.wiff
Raw data
POS
20140726_Kidney_83_Positive_01.wiff
Raw data
POS
20140726_Kidney_84_Positive_01.wiff
Raw data
POS
20140726_Kidney_85_Positive_01.wiff
Raw data
POS
20140726_Kidney_86_Positive_01.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 153 rows!
Extracted information for 153 samples.
Processing  ST001777
Initiating REDU-table generation for AN002884
Rest length is 36
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002885
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 838/3150 [52:15<13:08:23, 20.46s/it]
SubjectIdentifierAsRecorded:
  : missing value
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Neg
MeOH_AGC1e5_R120K_neg.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Neg
MeOH_AGC1e5_R240K_neg.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Neg
MeOH_AGC1e5_R500K_neg.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Neg
MeOH_AGC5e4_R120K_neg.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Neg
MeOH_AGC5e4_R240K_neg.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Neg
MeOH_AGC5e4_R500K_neg.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Neg
MeOH_AGC5e5_R120K_neg.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Neg
MeOH_AGC5e5_R240K_neg.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Neg
MeOH_AGC5e5_R500K_neg.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Pos
MeOH_AGC1e5_R120K_pos.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Pos
MeOH_AGC1e5_R240K_pos.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Pos
MeOH_AGC1e5_R500K_pos.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Pos
MeOH_AGC5e4_R120K_pos.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Pos
MeOH_AGC5e4_R240K_pos.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Pos
MeOH_AGC5e4_R500K_pos.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Pos
MeOH_AGC5e5_R120K_pos.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Pos
MeOH_AGC5e5_R240K_pos.raw
Orbitrap Data
20201008_IDX_Model mixture
IDX_Model mixture_Pos
MeOH_AGC5e5_R500K_pos.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C. elegans mixture_Neg
Biomatrix_AGC1e5_R120K_neg.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C. elegans mixture_Neg
Biomatrix_AGC1e5_R240K_neg.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C. elegans mixture_Neg
Biomatrix_AGC1e5_R500K_neg.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C. elegans mixture_Neg
Biomatrix_AGC5e4_R120K_neg.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C. elegans mixture_Neg
Biomatrix_AGC5e4_R240K_neg.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C. elegans mixture_Neg
Biomatrix_AGC5e4_R500K_neg.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C. elegans mixture_Neg
Biomatrix_AGC5e5_R120K_neg.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C. elegans mixture_Neg
Biomatrix_AGC5e5_R240K_neg.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C. elegans mixture_Neg
Biomatrix_AGC5e5_R500K_neg.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C.elegans mixture_Pos
Biomatrix_AGC1e5_R120K_pos.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C.elegans mixture_Pos
Biomatrix_AGC1e5_R240K_pos.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C.elegans mixture_Pos
Biomatrix_AGC1e5_R500K_pos.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C.elegans mixture_Pos
Biomatrix_AGC5e4_R120K_pos.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C.elegans mixture_Pos
Biomatrix_AGC5e4_R240K_pos.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C.elegans mixture_Pos
Biomatrix_AGC5e4_R500K_pos.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C.elegans mixture_Pos
Biomatrix_AGC5e5_R120K_pos.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C.elegans mixture_Pos
Biomatrix_AGC5e5_R240K_pos.raw
Orbitrap Data
20201015_IDX_PD1074 C. elegans mixture
IDX_PD1074 C.elegans mixture_Pos
Biomatrix_AGC5e5_R500K_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 36
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001809
Initiating REDU-table generation for AN002932
Rest length is 196
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ignacio navas mx 406205
180530aJKsa02_1.cdf
ignacio navas mx 406205
180530aJKsa03_1.cdf
ignacio navas mx 406205
180530aJKsa04_1.cdf
ignacio navas mx 406205
180530aJKsa05_1.cdf
ignacio navas mx 406205
180530aJKsa06_1.cdf
ignacio navas mx 406205
180530aJKsa07_1.cdf
ignacio navas mx 406205
180530aJKsa08_2.cdf
ignacio navas mx 406205
180530aJKsa09_1.cdf
ignacio navas mx 406205
180530aJKsa10_1.cdf
ignacio navas mx 406205
180530aJKsa11_1.cdf
ignacio navas mx 406205
180530aJKsa12_1.cdf
ignacio navas mx 406205
180530aJKsa13_1.cdf
ignacio navas mx 406205
180530aJKsa14_1.cdf
ignacio navas mx 406205
180530aJKsa15_1.cdf
ignacio navas mx 406205
180530aJKsa16_1.cdf
ignacio navas mx 406205
180530aJKsa17_1.cdf
ignacio navas mx 406205
180530aJKsa18_1.cdf
ignacio navas mx 406205
180530aJKsa19_1.cdf
ignacio navas mx 406205
180530aJKsa20_1.cdf
ignacio navas mx 406205
180530aJKsa21_1.cdf
ignacio navas mx 406205
180530aJKsa22_1.cdf
ignacio navas mx 406205
180530aJKsa23_1.cdf
ignacio navas mx 406205
180530aJKsa24_1.cdf
ignacio navas mx 406205
180530aJKsa25_1.cdf
ignacio navas mx 406205
180530aJKsa26_1.cdf
ignacio navas mx 406205
180530aJKsa27_1.cdf
ignacio navas mx 406205
180530aJKsa28_1.cdf
ignacio navas mx 406205
180530aJKsa29_1.cdf
ignacio navas mx 406205
180530aJKsa30_1.cdf
ignacio navas mx 406205
180530aJKsa31_1.cdf
ignacio navas mx 406205
180530aJKsa32_1.cdf
ignacio navas mx 406205
180530aJKsa33_1.cdf
ignacio navas mx 406205
180530aJKsa34_1.cdf
ignacio navas mx 406205
180530aJKsa35_1.cdf
ignacio navas mx 406205
180530aJKsa36_1.cdf
ignacio navas mx 406205
180530aJKsa37_1.cdf
ignacio navas mx 406205
180530aJKsa38_1.cdf
ignacio navas mx 406205
180530aJKsa39_1.cdf
ignacio navas mx 406205
180530aJKsa40_1.cdf
ignacio navas mx 406205
180530aJKsa41_1.cdf
ignacio navas mx 406205
180530aJKsa42_1.cdf
ignacio navas mx 406205
180530aJKsa43_1.cdf
ignacio navas mx 406205
180530aJKsa44_1.cdf
ignacio navas mx 406205
180530aJKsa45_1.cdf
ignacio navas mx 406205
180530aJKsa46_1.cdf
ignacio navas mx 406205
180530aJKsa47_1.cdf
ignacio navas mx 406205
180530aJKsa48_1.cdf
ignacio navas mx 406205
180530aJKsa49_1.cdf
ignacio navas mx 406205
180530aJKsa50_1.cdf
ignacio navas mx 406205
180531aJKsa01_1.cdf
ignacio navas mx 406205
180531aJKsa02_1.cdf
ignacio navas mx 406205
180531aJKsa03_1.cdf
ignacio navas mx 406205
180531aJKsa04_1.cdf
ignacio navas mx 406205
180531aJKsa05_1.cdf
ignacio navas mx 406205
180531aJKsa06_1.cdf
ignacio navas mx 406205
180531aJKsa07_1.cdf
ignacio navas mx 406205
180531aJKsa08_1.cdf
ignacio navas mx 406205
180531aJKsa09_1.cdf
ignacio navas mx 406205
180531aJKsa10_1.cdf
ignacio navas mx 406205
180531aJKsa11_1.cdf
ignacio navas mx 406205
180531aJKsa12_1.cdf
ignacio navas mx 406205
180531aJKsa13_1.cdf
ignacio navas mx 406205
180531aJKsa14_1.cdf
ignacio navas mx 406205
180531aJKsa15_1.cdf
ignacio navas mx 406205
180531aJKsa16_1.cdf
ignacio navas mx 406205
180531aJKsa17_1.cdf
ignacio navas mx 406205
180531aJKsa18_1.cdf
ignacio navas mx 406205
180531aJKsa19_1.cdf
ignacio navas mx 406205
180531aJKsa20_1.cdf
ignacio navas mx 406205
180531aJKsa21_1.cdf
ignacio navas mx 406205
180531aJKsa22_1.cdf
ignacio navas mx 406205
180531aJKsa23_1.cdf
ignacio navas mx 406205
180531aJKsa24_1.cdf
ignacio navas mx 406205
180531aJKsa25_1.cdf
ignacio navas mx 406205
180531aJKsa26_1.cdf
ignacio navas mx 406205
180531aJKsa27_1.cdf
ignacio navas mx 406205
180531aJKsa28_1.cdf
ignacio navas mx 406205
180531aJKsa29_1.cdf
ignacio navas mx 406205
180531aJKsa30_1.cdf
ignacio navas mx 406205
180531aJKsa31_1.cdf
ignacio navas mx 406205
180531aJKsa32_1.cdf
ignacio navas mx 406205
180531aJKsa33_1.cdf
ignacio navas mx 406205
180531aJKsa34_1.cdf
ignacio navas mx 406205
180531aJKsa35_1.cdf
ignacio navas mx 406205
180531aJKsa36_1.cdf
ignacio navas mx 406205
180531aJKsa37_1.cdf
ignacio navas mx 406205
180531aJKsa38_1.cdf
ignacio navas mx 406205
180531aJKsa39_1.cdf
ignacio navas mx 406205
180531aJKsa40_1.cdf
ignacio navas mx 406205
180531aJKsa41_1.cdf
ignacio navas mx 406205
180531aJKsa42_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 839/3150 [52:18<10:26:17, 16.26s/it]
ignacio navas mx 406205
180531aJKsa43_1.cdf
ignacio navas mx 406205
180531aJKsa44_1.cdf
ignacio navas mx 406205
180531aJKsa45_1.cdf
ignacio navas mx 406205
180531aJKsa46_1.cdf
ignacio navas mx 406205
180531aJKsa47_1.cdf
ignacio navas mx 406205
180531aJKsa48_1.cdf
ignacio navas mx 406205
180531aJKsa49_1.cdf
ignacio navas mx 406205
180531aJKsa50_1.cdf
ignacio navas mx 406205
180601aJKsa01_1.cdf
ignacio navas mx 406205
180601aJKsa02_1.cdf
ignacio navas mx 406205
180601aJKsa03_1.cdf
ignacio navas mx 406205
180601aJKsa04_1.cdf
ignacio navas mx 406205
180601aJKsa05_1.cdf
ignacio navas mx 406205
180601aJKsa06_1.cdf
ignacio navas mx 406205
180601aJKsa07_1.cdf
ignacio navas mx 406205
180601aJKsa08_1.cdf
ignacio navas mx 406205
180601aJKsa09_1.cdf
ignacio navas mx 406205
180601aJKsa10_1.cdf
ignacio navas mx 406205
180601aJKsa11_1.cdf
ignacio navas mx 406205
180601aJKsa12_1.cdf
ignacio navas mx 406205
180601aJKsa13_1.cdf
ignacio navas mx 406205
180601aJKsa14_1.cdf
ignacio navas mx 406205
180601aJKsa15_1.cdf
ignacio navas mx 406205
180601aJKsa16_1.cdf
ignacio navas mx 406205
180601aJKsa17_1.cdf
ignacio navas mx 406205
180601aJKsa18_1.cdf
ignacio navas mx 406205
180601aJKsa19_1.cdf
ignacio navas mx 406205
180601aJKsa20_1.cdf
ignacio navas mx 406205
180601aJKsa21_1.cdf
ignacio navas mx 406205
180601aJKsa22_1.cdf
ignacio navas mx 406205
180601aJKsa23_1.cdf
ignacio navas mx 406205
180601aJKsa24_1.cdf
ignacio navas mx 406205
180601aJKsa25_1.cdf
ignacio navas mx 406205
180601aJKsa26_1.cdf
ignacio navas mx 406205
180601aJKsa27_1.cdf
ignacio navas mx 406205
180601aJKsa28_1.cdf
ignacio navas mx 406205
180601aJKsa29_1.cdf
ignacio navas mx 406205
180601aJKsa30_1.cdf
ignacio navas mx 406205
180601aJKsa31_1.cdf
ignacio navas mx 406205
180601aJKsa32_1.cdf
ignacio navas mx 406205
180601aJKsa33_1.cdf
ignacio navas mx 406205
180601aJKsa34_1.cdf
ignacio navas mx 406205
180601aJKsa35_1.cdf
ignacio navas mx 406205
180601aJKsa36_1.cdf
ignacio navas mx 406205
180601aJKsa37_1.cdf
ignacio navas mx 406205
180601aJKsa38_1.cdf
ignacio navas mx 406205
180601aJKsa39_1.cdf
ignacio navas mx 406205
180601aJKsa40_1.cdf
ignacio navas mx 406205
180601aJKsa41_1.cdf
ignacio navas mx 406205
180601aJKsa42_1.cdf
ignacio navas mx 406205
180601aJKsa43_1.cdf
ignacio navas mx 406205
180601aJKsa44_1.cdf
ignacio navas mx 406205
180601aJKsa45_1.cdf
ignacio navas mx 406205
180601aJKsa46_1.cdf
ignacio navas mx 406205
180601aJKsa47_1.cdf
ignacio navas mx 406205
180601aJKsa48_1.cdf
ignacio navas mx 406205
180601aJKsa49_1.cdf
ignacio navas mx 406205
180601aJKsa50_1.cdf
ignacio navas mx 406205
180602aJKsa01_1.cdf
ignacio navas mx 406205
180602aJKsa02_1.cdf
ignacio navas mx 406205
180602aJKsa03_1.cdf
ignacio navas mx 406205
180602aJKsa04_1.cdf
ignacio navas mx 406205
180602aJKsa05_1.cdf
ignacio navas mx 406205
180602aJKsa06_1.cdf
ignacio navas mx 406205
180602aJKsa07_2.cdf
ignacio navas mx 406205
180602aJKsa08_1.cdf
ignacio navas mx 406205
180602aJKsa09_1.cdf
ignacio navas mx 406205
180602aJKsa10_1.cdf
ignacio navas mx 406205
180602aJKsa11_1.cdf
ignacio navas mx 406205
180602aJKsa12_1.cdf
ignacio navas mx 406205
180602aJKsa13_2.cdf
ignacio navas mx 406205
180602aJKsa14_1.cdf
ignacio navas mx 406205
180602aJKsa15_1.cdf
ignacio navas mx 406205
180602aJKsa16_1.cdf
ignacio navas mx 406205
180602aJKsa17_1.cdf
ignacio navas mx 406205
180602aJKsa18_1.cdf
ignacio navas mx 406205
180602aJKsa19_1.cdf
ignacio navas mx 406205
180602aJKsa20_1.cdf
ignacio navas mx 406205
180602aJKsa21_1.cdf
ignacio navas mx 406205
180602aJKsa22_1.cdf
ignacio navas mx 406205
180602aJKsa23_1.cdf
ignacio navas mx 406205
180602aJKsa24_1.cdf
ignacio navas mx 406205
180602aJKsa25_1.cdf
ignacio navas mx 406205
180602aJKsa26_1.cdf
ignacio navas mx 406205
180602aJKsa27_1.cdf
ignacio navas mx 406205
180602aJKsa28_1.cdf
ignacio navas mx 406205
180602aJKsa29_1.cdf
ignacio navas mx 406205
180602aJKsa30_1.cdf
ignacio navas mx 406205
180602aJKsa31_1.cdf
ignacio navas mx 406205
180602aJKsa32_1.cdf
ignacio navas mx 406205
180602aJKsa33_1.cdf
ignacio navas mx 406205
180602aJKsa34_1.cdf
ignacio navas mx 406205
180602aJKsa35_1.cdf
ignacio navas mx 406205
180602aJKsa36_1.cdf
ignacio navas mx 406205
180602aJKsa37_1.cdf
ignacio navas mx 406205
180602aJKsa38_1.cdf
ignacio navas mx 406205
180602aJKsa39_1.cdf
ignacio navas mx 406205
180602aJKsa40_1.cdf
ignacio navas mx 406205
180602aJKsa41_1.cdf
ignacio navas mx 406205
180602aJKsa42_1.cdf
ignacio navas mx 406205
180602aJKsa43_1.cdf
ignacio navas mx 406205
180602aJKsa44_1.cdf
ignacio navas mx 406205
180602aJKsa45_1.cdf
ignacio navas mx 406205
180602aJKsa46_1.cdf
ignacio navas mx 406205
180602aJKsa47_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 196 rows!
Extracted information for 196 samples.
Processing  ST002736
No raw data detected. Ignoring ST002736
Processing  ST001620
Initiating REDU-table generation for AN002655
Rest length is 7
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/7 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 7/7 [00:00<00:00, 1502.26it/s]

 27%|██▋       | 841/3150 [52:19<6:15:00,  9.74s/it] analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001379
No raw data detected. Ignoring ST001379
Processing  ST002132
Initiating REDU-table generation for AN003487
Rest length is 242
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/242 [00:00<?, ?it/s]

Mapping potential matches:   5%|▍         | 11/242 [00:00<00:02, 101.98it/s]

Mapping potential matches:   9%|▉         | 22/242 [00:00<00:02, 102.58it/s]

Mapping potential matches:  14%|█▎        | 33/242 [00:00<00:02, 102.30it/s]

Mapping potential matches:  18%|█▊        | 44/242 [00:00<00:01, 102.24it/s]

Mapping potential matches:  23%|██▎       | 55/242 [00:00<00:01, 102.02it/s]

Mapping potential matches:  27%|██▋       | 66/242 [00:00<00:01, 101.60it/s]

Mapping potential matches:  32%|███▏      | 77/242 [00:00<00:01, 101.45it/s]

Mapping potential matches:  36%|███▋      | 88/242 [00:00<00:01, 101.59it/s]

Mapping potential matches:  41%|████      | 99/242 [00:00<00:01, 101.80it/s]

Mapping potential matches:  45%|████▌     | 110/242 [00:01<00:01, 101.97it/s]

Mapping potential matches:  50%|█████     | 121/242 [00:01<00:01, 101.40it/s]

Mapping potential matches:  55%|█████▍    | 132/242 [00:01<00:01, 100.63it/s]

Mapping potential matches:  59%|█████▉    | 143/242 [00:01<00:00, 100.15it/s]

Mapping potential matches:  64%|██████▎   | 154/242 [00:01<00:00, 100.35it/s]

Mapping potential matches:  68%|██████▊   | 165/242 [00:01<00:00, 100.80it/s]

Mapping potential matches:  73%|███████▎  | 176/242 [00:01<00:00, 101.12it/s]

Mapping potential matches:  77%|███████▋  | 187/242 [00:01<00:00, 101.21it/s]

Mapping potential matches:  82%|████████▏ | 198/242 [00:01<00:00, 101.65it/s]

Mapping potential matches:  86%|████████▋ | 209/242 [00:02<00:00, 101.85it/s]

Mapping potential matches:  91%|█████████ | 220/242 [00:02<00:00, 102.09it/s]

Mapping potential matches:  95%|█████████▌| 231/242 [00:02<00:00, 102.61it/s]

Mapping potential matches: 100%|██████████| 242/242 [00:02<00:00, 102.89it/s]
Mapping potential matches: 100%|██████████| 242/242 [00:02<00:00, 101.72it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 843/3150 [52:25<4:39:46,  7.28s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1.mzML
10.mzML
11.mzML
11641.mzML
11887.mzML
12.mzML
12656.mzML
12818.mzML
13.mzML
13029.mzML
13238.mzML
13669.mzML
13737.mzML
14.mzML
14438.mzML
14705.mzML
14719.mzML
14722.mzML
15.mzML
15027.mzML
15099.mzML
15149.mzML
15400.mzML
15432.mzML
15537.mzML
15636.mzML
15671.mzML
15706.mzML
15727.mzML
15898.mzML
16.mzML
16172.mzML
16215.mzML
16518.mzML
16772.mzML
17.mzML
17000.mzML
17803.mzML
17883.mzML
18.mzML
18463.mzML
18565.mzML
19.mzML
2.mzML
20.mzML
20120.mzML
21.mzML
22.mzML
23.mzML
24.mzML
25.mzML
26.mzML
26392.mzML
26476.mzML
26702.mzML
27.mzML
27948.mzML
28.mzML
29.mzML
3.mzML
30.mzML
30226.mzML
30325.mzML
30623.mzML
30628.mzML
31.mzML
32.mzML
33.mzML
34.mzML
35.mzML
36.mzML
37.mzML
38.mzML
39.mzML
40.mzML
41.mzML
42.mzML
43.mzML
44.mzML
45.mzML
46.mzML
47.mzML
48.mzML
49.mzML
50.mzML
51.mzML
52.mzML
53.mzML
AE06.mzML
BB36.mzML
DK63.mzML
EF44.mzML
F1.mzML
F10.mzML
F11.mzML
F12.mzML
F13.mzML
F14.mzML
F15.mzML
F16.mzML
F17.mzML
F18.mzML
F19.mzML
F2.mzML
F20.mzML
F3.mzML
F4.mzML
F5.mzML
F6.mzML
F7.mzML
F8.mzML
F9.mzML
G1.mzML
G10.mzML
G2.mzML
G3.mzML
G4.mzML
G5.mzML
G6.mzML
G7.mzML
G8.mzML
G9.mzML
H1.mzML
H10.mzML
H2.mzML
H3.mzML
H4.mzML
H5.mzML
H6.mzML
H7.mzML
H8.mzML
H9.mzML
J1.mzML
J10.mzML
J11.mzML
J12.mzML
J13.mzML
J14.mzML
J15.mzML
J16.mzML
J17.mzML
J18.mzML
J19.mzML
J2.mzML
J20.mzML
J3.mzML
J4.mzML
J5.mzML
J6.mzML
J7.mzML
J8.mzML
J9.mzML
L1.mzML
L10.mzML
L11.mzML
L12.mzML
L13.mzML
L14.mzML
L15.mzML
L16.mzML
L17.mzML
L18.mzML
L19.mzML
L2.mzML
L20.mzML
L3.mzML
L4.mzML
L5.mzML
L6.mzML
L7.mzML
L8.mzML
L9.mzML
S1.mzML
S10.mzML
S2.mzML
S3.mzML
S4.mzML
S5.mzML
S6.mzML
S7.mzML
S8.mzML
S9.mzML
T1.mzML
T10.mzML
T2.mzML
T3.mzML
T4.mzML
T5.mzML
T6.mzML
T7.mzML
T8.mzML
T9.mzML
U1.mzML
U10.mzML
U2.mzML
U3.mzML
U4.mzML
U5.mzML
U6.mzML
U7.mzML
U8.mzML
U9.mzML
V1.mzML
V10.mzML
V2.mzML
V3.mzML
V4.mzML
V5.mzML
V6.mzML
V7.mzML
V8.mzML
V9.mzML
X1.mzML
X10.mzML
X2.mzML
X3.mzML
X4.mzML
X5.mzML
X6.mzML
X7.mzML
X8.mzML
X9.mzML
Y1.mzML
Y10.mzML
Y2.mzML
Y3.mzML
Y4.mzML
Y5.mzML
Y6.mzML
Y7.mzML
Y8.mzML
Y9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 232 rows!
Extracted information for 232 samples.
Processing  ST000149
No raw data detected. Ignoring ST000149
Processing  ST002635
Initiating REDU-table generation for AN004307
Rest length is 89
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/89 [00:00<?, ?it/s]

Mapping potential matches:  39%|███▉      | 35/89 [00:00<00:00, 347.64it/s]

Mapping potential matches:  80%|███████▉  | 71/89 [00:00<00:00, 352.59it/s]
Mapping potential matches: 100%|██████████| 89/89 [00:00<00:00, 353.47it/s]

 27%|██▋       | 845/3150 [52:26<3:08:52,  4.92s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 849/3150 [52:29<1:45:47,  2.76s/it]
 27%|██▋       | 851/3150 [52:29<1:19:12,  2.07s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 852/3150 [52:32<1:23:31,  2.18s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000797
No raw data detected. Ignoring ST000797
Processing  ST000001
No raw data detected. Ignoring ST000001
Processing  ST000940
No raw data detected. Ignoring ST000940
Processing  ST002907
Initiating REDU-table generation for AN004770
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM1000.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM1001.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM1002.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM1003.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM1004.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM1005.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM991.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM992.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM993.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM994.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM995.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM996.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM997.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM998.raw
Copy of 20230222_QEF2_AM_C18_Folate_titration_AM999.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST000984
No raw data detected. Ignoring ST000984
Processing  ST001096
No raw data detected. Ignoring ST001096
Processing  ST002427
Initiating REDU-table generation for AN003950
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
DansylatedHumanPlasma
0010P-P01.raw
DansylatedHumanPlasma
0010P-P02.raw
DansylatedHumanPlasma
0010P-P03.raw
DansylatedHumanPlasma
0050P-P01.raw
DansylatedHumanPlasma
0050P-P02.raw
DansylatedHumanPlasma
0050P-P03.raw
DansylatedHumanPlasma
0100P-P01.raw
DansylatedHumanPlasma
0100P-P02.raw
DansylatedHumanPlasma
0100P-P03.raw
DansylatedHumanPlasma
0150P-P01.raw
DansylatedHumanPlasma
0150P-P02.raw
DansylatedHumanPlasma
0150P-P03.raw
DansylatedHumanPlasma
1000P-P01.raw
DansylatedHumanPlasma
1000P-P02.raw
DansylatedHumanPlasma
1000P-P03.raw
DansylatedHumanPlasma
Heavy_Blank-P01.raw
DansylatedHumanPlasma
Heavy_Blank-P02.raw
DansylatedHumanPlasma
Heavy_Pool-P01.raw
DansylatedHumanPlasma
Heavy_Pool-P02.raw
DansylatedHumanPlasma
Heavy_Pool-P03.raw
DansylatedHumanPlasma
Light_Blank-P01.raw
DansylatedHumanPlasma
Light_Blank-P02.raw
DansylatedHumanPlasma
Light_Pool-P01.raw
DansylatedHumanPlasma
Light_Pool-P02.raw
DansylatedHumanPlasma
Light_Pool-P03.raw
DansylatedHumanPlasma
Mixed_Pool-P01.raw
DansylatedHumanPlasma
Mixed_Pool-P02.raw
DansylatedHumanPlasma
Mixed_Pool-P03.raw
DansylatedHumanPlasma
Mobile_Phase_Blank-P01.raw
DansylatedHumanPlasma
Mobile_Phase_Blank-P02.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002658
Initiating REDU-table generation for AN004330
Rest length is 92
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/92 [00:00<?, ?it/s]

Mapping potential matches:  41%|████▏     | 38/92 [00:00<00:00, 376.89it/s]

Mapping potential matches:  83%|████████▎ | 76/92 [00:00<00:00, 378.51it/s]
Mapping potential matches: 100%|██████████| 92/92 [00:00<00:00, 377.90it/s]

 27%|██▋       | 853/3150 [52:32<1:14:10,  1.94s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 854/3150 [52:35<1:16:09,  1.99s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 855/3150 [52:37<1:23:10,  2.17s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001346
Initiating REDU-table generation for AN002240
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Archive_204809
Raw data
C120180704_AR101_1-1_1.raw
Archive_204809
Raw data
C120180704_AR102_1-2_1.raw
Archive_204809
Raw data
C120180704_AR103_1-3_1.raw
Archive_204809
Raw data
C120180704_AR104_1-4_1.raw
Archive_204809
Raw data
C120180704_AR105_1-5_1.raw
Archive_204809
Raw data
C120180704_AR106_2-1_1.raw
Archive_204809
Raw data
C120180704_AR107_2-2_1.raw
Archive_204809
Raw data
C120180704_AR108_2-3_1.raw
Archive_204809
Raw data
C120180704_AR109_2-4_1.raw
Archive_204809
Raw data
C120180704_AR110_2-5_1.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST002865
Initiating REDU-table generation for AN004697
Rest length is 27
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
RAW files
NN-001.raw
RAW files
NN-002.raw
RAW files
NN-003.raw
RAW files
NN-004.raw
RAW files
NN-005.raw
RAW files
NN-006.raw
RAW files
NN-007.raw
RAW files
NN-008.raw
RAW files
NN-009.raw
RAW files
NN-010.raw
RAW files
NN-011.raw
RAW files
NN-012.raw
RAW files
NN-013.raw
RAW files
NN-014.raw
RAW files
NN-015.raw
RAW files
NN-016.raw
RAW files
NN-017.raw
RAW files
NN-018.raw
RAW files
NN-019.raw
RAW files
NN-020.raw
RAW files
NN-021.raw
RAW files
NN-022.raw
RAW files
NN-023.raw
RAW files
NN-024.raw
RAW files
QC-blank1.raw
RAW files
QC-blank2.raw
RAW files
QC-blank3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST001901
Initiating REDU-table generation for AN003089
Rest length is 120
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003090
Rest length is 120
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003091
Rest length is 120
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003092
Rest length is 120
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_28.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_31.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_34.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_37.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_40.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_43.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_46.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_49.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_52.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_PB4.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_PB5.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_PB6.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_QC5.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_QC6.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_QC7.cdf
Raw Data
05222019
Hughes_Schuler_20190522_5977b_10to1_Yeast_QC8.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_1.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_10.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_11.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_12.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_13.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_14.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_15.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_16.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_17.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_18.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_19.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_2.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_20.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_21.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_22.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_23.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_24.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_3.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_4.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_5.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_5a.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_7.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_8.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_9.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_PB1.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_PB2.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_PB3.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_PB4.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_QC1.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_QC2.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_QC3.cdf
Raw Data
08072020
Hughes_Schuler_20200807_MSTFA_5977b_20to1_SC_QC4.cdf
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_1A.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_1B.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_1C.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_1D.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_2A.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_2B.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_2C.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_2D.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_3A.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_3B.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_3C.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_3D.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_4A.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_4B.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_4C.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_4D.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_5A.D
Raw Data
08182020/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 856/3150 [52:43<1:56:38,  3.05s/it]
 27%|██▋       | 859/3150 [52:43<57:20,  1.50s/it]  
Hughes_Schuler_20200818_7200_20to1_Yeast_5B.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_5C.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_5D.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_6A.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_6B.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_6C.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_6D.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_7A.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_7B.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_7C.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_7D.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_8A.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_8B.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_8C.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_8D.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_PB1.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_PB2.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_PB3.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_PB4.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_QC1.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_QC2.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_QC3.D
Raw Data
08182020
Hughes_Schuler_20200818_7200_20to1_Yeast_QC4.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_1.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_10.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_11.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_12.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_13.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_14.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_15.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_16.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_17.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_18.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_19.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_2.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_20.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_21.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_22.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_23.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_24.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_3.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_4.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_5.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_6.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_7.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_8.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_9.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_PB1.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_PB2.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_PB3.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_PB4.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_QC1.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_QC2.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_QC3.D
Raw Data
08252020
Hughes_Schuler_20200825_7200_20to1_MSTFA_QC4.D
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 120 rows!
Extracted information for 120 samples.
Processing  ST001009
No raw data detected. Ignoring ST001009
Processing  ST000161
No raw data detected. Ignoring ST000161
Processing  ST000396
No raw data detected. Ignoring ST000396
Processing  ST001014
No raw data detected. Ignoring ST001014
Processing  ST002131
No raw data detected. Ignoring ST002131
Processing  ST002575
Initiating REDU-table generation for AN004240
Rest length is 99
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PMM2-CDG sugar quantification
Polyol_SR01 (1).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (10).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (11).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (12).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (13).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (14).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (15).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (16).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (17).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (18).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (19).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (2).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (20).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (21).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (22).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (23).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (24).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (25).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (26).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (27).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (28).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (3).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (4).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (5).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (6).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (7).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (8).mzML
PMM2-CDG sugar quantification
Polyol_SR01 (9).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (1).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (10).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (11).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (12).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (13).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (14).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (15).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (16).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (17).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (18).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (19).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (2).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (20).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (21).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (22).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (23).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (24).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (25).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (26).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (27).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (28).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (29).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (3).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (30).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (31).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (32).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (33).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (34).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (4).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (5).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (6).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (7).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (8).mzML
PMM2-CDG sugar quantification
Polyol_SR02 (9).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (1).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (10).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (11).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (12).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (13).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (14).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (15).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (16).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (17).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (18).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (19).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (2).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (3).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (4).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (5).mzML
PMM2-CDG sugar quantification/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 862/3150 [52:46<48:24,  1.27s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 863/3150 [52:49<1:01:58,  1.63s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 864/3150 [52:52<1:06:54,  1.76s/it]
Polyol_SR03 (6).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (7).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (8).mzML
PMM2-CDG sugar quantification
Polyol_SR03 (9).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (1).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (10).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (11).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (12).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (13).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (14).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (15).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (16).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (17).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (18).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (2).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (3).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (4).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (5).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (6).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (7).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (8).mzML
PMM2-CDG sugar quantification
Polyol_SR04 (9).mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 99 rows!
Extracted information for 99 samples.
Processing  ST001897
Initiating REDU-table generation for AN003078
Rest length is 50
raw file key found.
Initiating REDU-table generation for AN003079
Rest length is 50
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Iker_raw_data
neg_mode
x03042021x_neg_001.raw
Iker_raw_data
neg_mode
x03042021x_neg_002.raw
Iker_raw_data
neg_mode
x03042021x_neg_003.raw
Iker_raw_data
neg_mode
x03042021x_neg_004.raw
Iker_raw_data
neg_mode
x03042021x_neg_005.raw
Iker_raw_data
neg_mode
x03042021x_neg_006.raw
Iker_raw_data
neg_mode
x03042021x_neg_007.raw
Iker_raw_data
neg_mode
x03042021x_neg_008.raw
Iker_raw_data
neg_mode
x03042021x_neg_009.raw
Iker_raw_data
neg_mode
x03042021x_neg_010.raw
Iker_raw_data
neg_mode
x03042021x_neg_011.raw
Iker_raw_data
neg_mode
x03042021x_neg_012.raw
Iker_raw_data
neg_mode
x03042021x_neg_013.raw
Iker_raw_data
neg_mode
x03042021x_neg_014.raw
Iker_raw_data
neg_mode
x03042021x_neg_015.raw
Iker_raw_data
neg_mode
x03042021x_neg_016.raw
Iker_raw_data
neg_mode
x03042021x_neg_017.raw
Iker_raw_data
neg_mode
x03042021x_neg_018.raw
Iker_raw_data
neg_mode
x03042021x_neg_019.raw
Iker_raw_data
neg_mode
x03042021x_neg_020.raw
Iker_raw_data
neg_mode
x03042021x_neg_QC1.raw
Iker_raw_data
neg_mode
x03042021x_neg_QC2.raw
Iker_raw_data
neg_mode
x03042021x_neg_QC3.raw
Iker_raw_data
neg_mode
x03042021x_neg_QC4.raw
Iker_raw_data
neg_mode
x03042021x_neg_QC5.raw
Iker_raw_data
pos_mode
x03042021x_pos_001.raw
Iker_raw_data
pos_mode
x03042021x_pos_002.raw
Iker_raw_data
pos_mode
x03042021x_pos_003.raw
Iker_raw_data
pos_mode
x03042021x_pos_004.raw
Iker_raw_data
pos_mode
x03042021x_pos_005.raw
Iker_raw_data
pos_mode
x03042021x_pos_006.raw
Iker_raw_data
pos_mode
x03042021x_pos_007.raw
Iker_raw_data
pos_mode
x03042021x_pos_008.raw
Iker_raw_data
pos_mode
x03042021x_pos_009.raw
Iker_raw_data
pos_mode
x03042021x_pos_010.raw
Iker_raw_data
pos_mode
x03042021x_pos_011.raw
Iker_raw_data
pos_mode
x03042021x_pos_012.raw
Iker_raw_data
pos_mode
x03042021x_pos_013.raw
Iker_raw_data
pos_mode
x03042021x_pos_014.raw
Iker_raw_data
pos_mode
x03042021x_pos_015.raw
Iker_raw_data
pos_mode
x03042021x_pos_016.raw
Iker_raw_data
pos_mode
x03042021x_pos_017.raw
Iker_raw_data
pos_mode
x03042021x_pos_018.raw
Iker_raw_data
pos_mode
x03042021x_pos_019.raw
Iker_raw_data
pos_mode
x03042021x_pos_020.raw
Iker_raw_data
pos_mode
x03042021x_pos_QC1.raw
Iker_raw_data
pos_mode
x03042021x_pos_QC2.raw
Iker_raw_data
pos_mode
x03042021x_pos_QC3.raw
Iker_raw_data
pos_mode
x03042021x_pos_QC4.raw
Iker_raw_data
pos_mode
x03042021x_pos_QC5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST001475
Initiating REDU-table generation for AN002451
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
Positive
01_A0_Liver_T03-2017_naive_170427_UKy_GCB_rep1-quench_pos_rerun.raw
raw_data
Positive
02_A1_Liver_T03-2017_naive_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
03_A2_Liver_T03-2017_naive_170427_UKy_GCB_rep3-quench_pos.raw
raw_data
Positive
04_B0_Liver_T03-2017_syn_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
05_B1_Liver_T03-2017_syn_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
06_B2_Liver_T03-2017_syn_170427_UKy_GCB_rep3-quench_pos.raw
raw_data
Positive
07_C1-1_Liver_T03-2017_allo_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
08_C1-2_Liver_T03-2017_allo_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
09_C2-0_Liver_T03-2017_allo_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
10_B1-0_Liver_T04-2017_syn_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
11_B1-1_Liver_T04-2017_syn_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
12_B1-2_Liver_T04-2017_syn_170427_UKy_GCB_rep3-quench_pos.raw
raw_data
Positive
13_C1-1_Liver_T04-2017_allo_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
14_C1-2_Liver_T04-2017_allo_170427_UKy_GCB_rep2-quench_pos_rerun.raw
raw_data
Positive
15_C1-20_Liver_T04-2017_allo_170427_UKy_GCB_rep3-quench_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST000190
No raw data detected. Ignoring ST000190
Processing  ST002558
Initiating REDU-table generation for AN004214
Rest length is 104
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004215
Rest length is 104
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004216
Rest length is 104
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004217
Rest length is 104
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
NP_Pilot_mzML
Hilic_neg
A1_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
A2_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
A3_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
A4_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
A5_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
B1_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
B2_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
B3_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
B4_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
B5_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
BLK A_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
BLK B_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
BLK C_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
C1_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
C2_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
C3_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
C4_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
C5_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
QC01_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
QC02_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
QC03_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
QC04_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
QC05_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
QC06_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
QC07_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_neg
QC08_Hilic_neg.mzML
NP_Pilot_mzML
Hilic_pos
A1_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
A2_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
A3_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
A4_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
A5_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
B1_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
B2_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
B3_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
B4_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
B5_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
BLK A_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
BLK B_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
BLK C_Hilic_pos.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 27%|██▋       | 866/3150 [52:57<1:18:15,  2.06s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 867/3150 [53:00<1:29:29,  2.35s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 869/3150 [53:03<1:15:22,  1.98s/it]
NP_Pilot_mzML
Hilic_pos
C1_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
C2_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
C3_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
C4_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
C5_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
QC01_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
QC02_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
QC03_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
QC04_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
QC05_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
QC06_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
QC07_Hilic_pos.mzML
NP_Pilot_mzML
Hilic_pos
QC08_Hilic_pos.mzML
NP_Pilot_mzML
RP_neg
A1_RP_neg.mzML
NP_Pilot_mzML
RP_neg
A2_RP_neg.mzML
NP_Pilot_mzML
RP_neg
A3_RP_neg.mzML
NP_Pilot_mzML
RP_neg
A4_RP_neg.mzML
NP_Pilot_mzML
RP_neg
A5_RP_neg.mzML
NP_Pilot_mzML
RP_neg
B1_RP_neg.mzML
NP_Pilot_mzML
RP_neg
B2_RP_neg.mzML
NP_Pilot_mzML
RP_neg
B3_RP_neg.mzML
NP_Pilot_mzML
RP_neg
B4_RP_neg.mzML
NP_Pilot_mzML
RP_neg
B5_RP_neg.mzML
NP_Pilot_mzML
RP_neg
BLK A_RP_neg.mzML
NP_Pilot_mzML
RP_neg
BLK B_RP_neg.mzML
NP_Pilot_mzML
RP_neg
BLK C_RP_neg.mzML
NP_Pilot_mzML
RP_neg
C1_RP_neg.mzML
NP_Pilot_mzML
RP_neg
C2_RP_neg.mzML
NP_Pilot_mzML
RP_neg
C3_RP_neg.mzML
NP_Pilot_mzML
RP_neg
C4_RP_neg.mzML
NP_Pilot_mzML
RP_neg
C5_RP_neg.mzML
NP_Pilot_mzML
RP_neg
QC01_RP_neg.mzML
NP_Pilot_mzML
RP_neg
QC02_RP_neg.mzML
NP_Pilot_mzML
RP_neg
QC03_RP_neg.mzML
NP_Pilot_mzML
RP_neg
QC04_RP_neg.mzML
NP_Pilot_mzML
RP_neg
QC05_RP_neg.mzML
NP_Pilot_mzML
RP_neg
QC06_RP_neg.mzML
NP_Pilot_mzML
RP_neg
QC07_RP_neg.mzML
NP_Pilot_mzML
RP_neg
QC08_RP_neg.mzML
NP_Pilot_mzML
RP_pos
A1_RP_pos.mzML
NP_Pilot_mzML
RP_pos
A2_RP_pos.mzML
NP_Pilot_mzML
RP_pos
A3_RP_pos.mzML
NP_Pilot_mzML
RP_pos
A4_RP_pos.mzML
NP_Pilot_mzML
RP_pos
A5_RP_pos.mzML
NP_Pilot_mzML
RP_pos
B1_RP_pos.mzML
NP_Pilot_mzML
RP_pos
B2_RP_pos.mzML
NP_Pilot_mzML
RP_pos
B3_RP_pos.mzML
NP_Pilot_mzML
RP_pos
B4_RP_pos.mzML
NP_Pilot_mzML
RP_pos
B5_RP_pos.mzML
NP_Pilot_mzML
RP_pos
BLK A_RP_pos.mzML
NP_Pilot_mzML
RP_pos
BLK B_RP_pos.mzML
NP_Pilot_mzML
RP_pos
BLK C_RP_pos.mzML
NP_Pilot_mzML
RP_pos
C1_RP_pos.mzML
NP_Pilot_mzML
RP_pos
C2_RP_pos.mzML
NP_Pilot_mzML
RP_pos
C3_RP_pos.mzML
NP_Pilot_mzML
RP_pos
C4_RP_pos.mzML
NP_Pilot_mzML
RP_pos
C5_RP_pos.mzML
NP_Pilot_mzML
RP_pos
QC01_RP_pos.mzML
NP_Pilot_mzML
RP_pos
QC02_RP_pos.mzML
NP_Pilot_mzML
RP_pos
QC03_RP_pos.mzML
NP_Pilot_mzML
RP_pos
QC04_RP_pos.mzML
NP_Pilot_mzML
RP_pos
QC05_RP_pos.mzML
NP_Pilot_mzML
RP_pos
QC06_RP_pos.mzML
NP_Pilot_mzML
RP_pos
QC07_RP_pos.mzML
NP_Pilot_mzML
RP_pos
QC08_RP_pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 104 rows!
Extracted information for 104 samples.
Processing  ST001900
Initiating REDU-table generation for AN003087
Rest length is 39
raw file key found.
Initiating REDU-table generation for AN003088
Rest length is 39
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
191015LL_MetHILICpos_MP01.mzML
191015LL_MetHILICpos_MP02.mzML
191015LL_MetHILICpos_MP03.mzML
191015LL_MetHILICpos_MP05.mzML
191015LL_MetHILICpos_MP06.mzML
191015LL_MetHILICpos_MP07.mzML
191015LL_MetHILICpos_MP08.mzML
191015LL_MetHILICpos_MP09.mzML
191015LL_MetHILICpos_MP10.mzML
191015LL_MetHILICpos_MP11.mzML
191015LL_MetHILICpos_MP12.mzML
191015LL_MetHILICpos_MP13.mzML
191015LL_MetHILICpos_MP14.mzML
191015LL_MetHILICpos_MP15.mzML
191015LL_MetHILICpos_MP16.mzML
191015LL_MetHILICpos_MP18.mzML
191015LL_MetHILICpos_MP19.mzML
191015LL_MetHILICpos_MP21.mzML
191015LL_MetHILICpos_MP22.mzML
191015LL_MetHILICpos_MP24.mzML
191015LL_MetHILICpos_MP26.mzML
191015LL_MetHILICpos_MP27.mzML
191015LL_MetHILICpos_MP28.mzML
191015LL_MetHILICpos_MP29.mzML
191015LL_MetHILICpos_MP30.mzML
191015LL_MetHILICpos_MP31.mzML
191015LL_MetHILICpos_MP33.mzML
191015LL_MetHILICpos_MP34.mzML
191015LL_MetHILICpos_MP36.mzML
191015LL_MetHILICpos_MP37.mzML
191016LL_MetHILICneg_MP01.mzML
191016LL_MetHILICneg_MP02.mzML
191016LL_MetHILICneg_MP03.mzML
191016LL_MetHILICneg_MP05.mzML
191016LL_MetHILICneg_MP06.mzML
191016LL_MetHILICneg_MP07.mzML
191016LL_MetHILICneg_MP08.mzML
191016LL_MetHILICneg_MP09.mzML
191016LL_MetHILICneg_MP10.mzML
191016LL_MetHILICneg_MP11.mzML
191016LL_MetHILICneg_MP12.mzML
191016LL_MetHILICneg_MP13.mzML
191016LL_MetHILICneg_MP14.mzML
191016LL_MetHILICneg_MP15.mzML
191016LL_MetHILICneg_MP16.mzML
191016LL_MetHILICneg_MP18.mzML
191016LL_MetHILICneg_MP19.mzML
191016LL_MetHILICneg_MP21.mzML
191016LL_MetHILICneg_MP22.mzML
191016LL_MetHILICneg_MP24.mzML
191016LL_MetHILICneg_MP26.mzML
191016LL_MetHILICneg_MP27.mzML
191016LL_MetHILICneg_MP28.mzML
191016LL_MetHILICneg_MP29.mzML
191016LL_MetHILICneg_MP30.mzML
191016LL_MetHILICneg_MP31.mzML
191016LL_MetHILICneg_MP33.mzML
191016LL_MetHILICneg_MP34.mzML
191016LL_MetHILICneg_MP36.mzML
191016LL_MetHILICneg_MP37.mzML
191016LL_MetHILICneg_MP_Blank_01.mzML
191016LL_MetHILICneg_MP_Blank_02.mzML
191016LL_MetHILICneg_MP_Blank_03.mzML
191016LL_MetHILICneg_QC_MP_01.mzML
191016LL_MetHILICneg_QC_MP_02.mzML
191016LL_MetHILICneg_QC_MP_03.mzML
191016LL_MetHILICneg_QC_MP_04.mzML
191016LL_MetHILICneg_QC_MP_05.mzML
191016LL_MetHILICneg_QC_MP_06.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST000561
No raw data detected. Ignoring ST000561
Processing  ST002370
Initiating REDU-table generation for AN003865
Rest length is 23
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Irvine-mzXML-serum
311.mzXML
Irvine-mzXML-serum
312.mzXML
Irvine-mzXML-serum
314.mzXML
Irvine-mzXML-serum
316.mzXML
Irvine-mzXML-serum
318.mzXML
Irvine-mzXML-serum
319.mzXML
Irvine-mzXML-serum
320.mzXML
Irvine-mzXML-serum
321.mzXML
Irvine-mzXML-serum
322.mzXML
Irvine-mzXML-serum
324.mzXML
Irvine-mzXML-serum
326.mzXML
Irvine-mzXML-serum
327.mzXML
Irvine-mzXML-serum
328.mzXML
Irvine-mzXML-serum
330.mzXML
Irvine-mzXML-serum
332.mzXML
Irvine-mzXML-serum
333.mzXML
Irvine-mzXML-serum
334.mzXML
Irvine-mzXML-serum
335.mzXML
Irvine-mzXML-serum
serumPBQC_1.mzXML
Irvine-mzXML-serum
serumPBQC_2.mzXML
Irvine-mzXML-serum
serumPBQC_3.mzXML
Irvine-mzXML-serum
serumPBQC_5.mzXML
Irvine-mzXML-serum
serumPBQC_6.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST000565
No raw data detected. Ignoring ST000565
Processing  ST002655
Initiating REDU-table generation for AN004327
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:  41%|████      | 37/90 [00:00<00:00, 362.78it/s]

Mapping potential matches:  82%|████████▏ | 74/90 [00:00<00:00, 363.90it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:00<00:00, 363.31it/s]

 28%|██▊       | 871/3150 [53:04<55:07,  1.45s/it]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000252
Initiating REDU-table generation for AN000398
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  32%|███▎      | 13/40 [00:00<00:00, 99.66it/s]

Mapping potential matches:  80%|████████  | 32/40 [00:00<00:00, 145.13it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 145.21it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000399
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  50%|█████     | 20/40 [00:00<00:00, 191.26it/s]

Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 190.88it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 190.81it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 872/3150 [53:09<1:18:05,  2.06s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000252
Raw data
raw_data
neg
QE2_ESD_1_10[KD_388422].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_11[KD_382781].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_12[KD_382772].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_13[KD_385115].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_14[KD_385112].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_15[KD_385113].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_16[KD_386171].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_17[KD_386935].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_18[KD_388420].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_19[KD_388427].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_1[KD_382781].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_20[KD_388422].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_21[KD_382783].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_22[KD_386165].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_23[KD_386926].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_24[KD_386927].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_25[KD_386937].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_26[KD_388421].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_27[KD_388426].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_29[KD_388432].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_2[KD_382772].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_30[KD_388433].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_31[KD_382783].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_32[KD_386165].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_33[KD_386926].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_34[KD_386927].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_35[KD_386937].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_36[KD_388421].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_37[KD_388426].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_38[KD_388430].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_39[KD_388432].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_3[KD_385115].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_40[KD_388433].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_4[KD_385112].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_5[KD_385113].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_6[KD_386171].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_7[KD_386935].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_8[KD_388420].mzML
ST000252
Raw data
raw_data
neg
QE2_ESD_1_9[KD_388427].mzML
ST000252
Raw data
raw_data
pos
QE2_ESD_1_11[KD_382781]re.mzML
ST000252
Raw data
raw_data
pos
QE2_ESD_1_22[KD_386165]re.mzML
ST000252
Raw data
raw_data
pos
QE2_ESD_1_26[KD_388421]re.mzML
ST000252
Raw data
raw_data
pos
QE2_ESD_1_28[KD_388430].mzML
ST000252
Raw data
raw_data
pos
QE2_ESD_1_2[KD_382772]re.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 44 rows!
Extracted information for 44 samples.
Processing  ST002023
Initiating REDU-table generation for AN003293
Rest length is 149
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/149 [00:00<?, ?it/s]

Mapping potential matches:   3%|▎         | 4/149 [00:00<00:04, 35.63it/s]

Mapping potential matches:   5%|▌         | 8/149 [00:00<00:03, 35.82it/s]

Mapping potential matches:   8%|▊         | 12/149 [00:00<00:03, 35.97it/s]

Mapping potential matches:  11%|█         | 16/149 [00:00<00:03, 35.99it/s]

Mapping potential matches:  13%|█▎        | 20/149 [00:00<00:03, 35.92it/s]

Mapping potential matches:  16%|█▌        | 24/149 [00:00<00:03, 35.85it/s]

Mapping potential matches:  19%|█▉        | 28/149 [00:00<00:03, 35.79it/s]

Mapping potential matches:  21%|██▏       | 32/149 [00:00<00:03, 35.77it/s]

Mapping potential matches:  24%|██▍       | 36/149 [00:01<00:03, 35.78it/s]

Mapping potential matches:  27%|██▋       | 40/149 [00:01<00:03, 35.50it/s]

Mapping potential matches:  30%|██▉       | 44/149 [00:01<00:02, 35.40it/s]

Mapping potential matches:  32%|███▏      | 48/149 [00:01<00:02, 35.56it/s]

Mapping potential matches:  35%|███▍      | 52/149 [00:01<00:02, 35.56it/s]

Mapping potential matches:  38%|███▊      | 56/149 [00:01<00:02, 35.60it/s]

Mapping potential matches:  40%|████      | 60/149 [00:01<00:02, 35.51it/s]

Mapping potential matches:  43%|████▎     | 64/149 [00:01<00:02, 35.54it/s]

Mapping potential matches:  46%|████▌     | 68/149 [00:01<00:02, 35.62it/s]

Mapping potential matches:  48%|████▊     | 72/149 [00:02<00:02, 35.78it/s]

Mapping potential matches:  51%|█████     | 76/149 [00:02<00:02, 35.97it/s]

Mapping potential matches:  54%|█████▎    | 80/149 [00:02<00:01, 36.04it/s]

Mapping potential matches:  56%|█████▋    | 84/149 [00:02<00:01, 36.09it/s]

Mapping potential matches:  59%|█████▉    | 88/149 [00:02<00:01, 36.17it/s]

Mapping potential matches:  62%|██████▏   | 92/149 [00:02<00:01, 36.23it/s]

Mapping potential matches:  64%|██████▍   | 96/149 [00:02<00:01, 36.33it/s]

Mapping potential matches:  67%|██████▋   | 100/149 [00:02<00:01, 36.13it/s]

Mapping potential matches:  70%|██████▉   | 104/149 [00:02<00:01, 35.97it/s]

Mapping potential matches:  72%|███████▏  | 108/149 [00:03<00:01, 35.80it/s]

Mapping potential matches:  75%|███████▌  | 112/149 [00:03<00:01, 35.77it/s]

Mapping potential matches:  78%|███████▊  | 116/149 [00:03<00:00, 35.71it/s]

Mapping potential matches:  81%|████████  | 120/149 [00:03<00:00, 35.71it/s]

Mapping potential matches:  83%|████████▎ | 124/149 [00:03<00:00, 35.84it/s]

Mapping potential matches:  86%|████████▌ | 128/149 [00:03<00:00, 36.00it/s]

Mapping potential matches:  89%|████████▊ | 132/149 [00:03<00:00, 36.04it/s]

Mapping potential matches:  91%|█████████▏| 136/149 [00:03<00:00, 36.07it/s]

Mapping potential matches:  94%|█████████▍| 140/149 [00:03<00:00, 36.12it/s]

Mapping potential matches:  97%|█████████▋| 144/149 [00:04<00:00, 36.14it/s]

Mapping potential matches:  99%|█████████▉| 148/149 [00:04<00:00, 36.14it/s]
Mapping potential matches: 100%|██████████| 149/149 [00:04<00:00, 35.88it/s]

 28%|██▊       | 873/3150 [53:13<1:40:15,  2.64s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 874/3150 [53:16<1:39:43,  2.63s/it]
 28%|██▊       | 876/3150 [53:16<1:00:21,  1.59s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002582
Initiating REDU-table generation for AN004253
Rest length is 79
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pass1B_neg_plasma_V1-2020-04-16.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000170
No raw data detected. Ignoring ST000170
Processing  ST001924
No raw data detected. Ignoring ST001924
Processing  ST001408
No raw data detected. Ignoring ST001408
Processing  ST000549
No raw data detected. Ignoring ST000549
Processing  ST002796
Initiating REDU-table generation for AN004548
Rest length is 274
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004549
Rest length is 274
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
C18neg
MS1
Plasma
PLASMA01_C18neg.mzML
C18neg
MS1
Plasma
PLASMA02_C18neg.mzML
C18neg
MS1
Plasma
PLASMA03_C18neg.mzML
C18neg
MS1
Plasma
PLASMA05_C18neg.mzML
C18neg
MS1
Plasma
PLASMA06_C18neg.mzML
C18neg
MS1
Plasma
PLASMA07_C18neg.mzML
C18neg
MS1
Plasma
PLASMA08_C18neg.mzML
C18neg
MS1
Plasma
PLASMA09_C18neg.mzML
C18neg
MS1
Plasma
PLASMA10_C18neg.mzML
C18neg
MS1
Plasma
PLASMA11_C18neg.mzML
C18neg
MS1
Plasma
PLASMA12_C18neg.mzML
C18neg
MS1
Plasma
PLASMA13_C18neg.mzML
C18neg
MS1
Plasma
PLASMA14_C18neg.mzML
C18neg
MS1
Plasma
PLASMA15_C18neg.mzML
C18neg
MS1
QC
QC1_C18neg.mzML
C18neg
MS1
QC
QC2_C18neg.mzML
C18neg
MS1
QC
QC3_C18neg.mzML
C18neg
MS1
QC
QC4_C18neg.mzML
C18neg
MS1
QC
QC5_C18neg.mzML
C18neg
MS1
QC
QC6_C18neg.mzML
C18neg
MS1
Serum
SERUM01_C18neg.mzML
C18neg
MS1
Serum
SERUM02_C18neg.mzML
C18neg
MS1
Serum
SERUM03_C18neg.mzML
C18neg
MS1
Serum
SERUM04_C18neg.mzML
C18neg
MS1
Serum
SERUM05_C18neg.mzML
C18neg
MS1
Serum
SERUM06_C18neg.mzML
C18neg
MS1
Serum
SERUM07_C18neg.mzML
C18neg
MS1
Serum
SERUM08_C18neg.mzML
C18neg
MS1
Serum
SERUM09_C18neg.mzML
C18neg
MS1
Serum
SERUM10_C18neg.mzML
C18neg
MS1
Serum
SERUM11_C18neg.mzML
C18neg
MS1
Serum
SERUM12_C18neg.mzML
C18neg
MS1
Serum
SERUM13_C18neg.mzML
C18neg
MS1
Serum
SERUM14_C18neg.mzML
C18neg
MS1
Serum
SERUM15_C18neg.mzML
C18neg
MS1
Whole_blood
WB01_C18neg.mzML
C18neg
MS1
Whole_blood
WB02_C18neg.mzML
C18neg
MS1
Whole_blood
WB03_C18neg.mzML
C18neg
MS1
Whole_blood
WB04_C18neg.mzML
C18neg
MS1
Whole_blood
WB05_C18neg.mzML
C18neg
MS1
Whole_blood
WB06_C18neg.mzML
C18neg
MS1
Whole_blood
WB07_C18neg.mzML
C18neg
MS1
Whole_blood
WB08_C18neg.mzML
C18neg
MS1
Whole_blood
WB09_C18neg.mzML
C18neg
MS1
Whole_blood
WB10_C18neg.mzML
C18neg
MS1
Whole_blood
WB11_C18neg.mzML
C18neg
MS1
Whole_blood
WB12_C18neg.mzML
C18neg
MS1
Whole_blood
WB13_C18neg.mzML
C18neg
MS1
Whole_blood
WB14_C18neg.mzML
C18neg
MS1
Whole_blood
WB15_C18neg.mzML
C18neg
MS2
DDA
QCDDA_SCAN1_01_C18neg.mzML
C18neg
MS2
DDA
QCDDA_SCAN1_02_C18neg.mzML
C18neg
MS2
DDA
QCDDA_SCAN2_01_C18neg.mzML
C18neg
MS2
DDA
QCDDA_SCAN2_02_C18neg.mzML
C18neg
MS2
DDA
QCDDA_SCAN3_01_C18neg.mzML
C18neg
MS2
DDA
QCDDA_SCAN3_02_C18neg.mzML
C18neg
MS2
DIA
QCDIA_01_C18neg.mzML
C18neg
MS2
DIA
QCDIA_02_C18neg.mzML
C18neg
MS2
DIA
QCDIA_03_C18neg.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEG01.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEG02.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEG03.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEG04.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEG11.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEG12.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEG13.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEG14.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEGall.mzML
C18neg
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_NEGall2.mzML
C18pos
MS1
Plasma
PLASMA01_C18pos.mzML
C18pos
MS1
Plasma
PLASMA02_C18pos.mzML
C18pos
MS1
Plasma
PLASMA03_C18pos.mzML
C18pos
MS1
Plasma
PLASMA05_C18pos.mzML
C18pos
MS1
Plasma
PLASMA06_C18pos.mzML
C18pos
MS1
Plasma
PLASMA07_C18pos.mzML
C18pos
MS1
Plasma
PLASMA08_C18pos.mzML
C18pos
MS1
Plasma
PLASMA09_C18pos.mzML
C18pos
MS1
Plasma
PLASMA10_C18pos.mzML
C18pos
MS1
Plasma
PLASMA11_C18pos.mzML
C18pos
MS1
Plasma
PLASMA12_C18pos.mzML
C18pos
MS1
Plasma
PLASMA13_C18pos.mzML
C18pos
MS1
Plasma
PLASMA14_C18pos.mzML
C18pos
MS1
Plasma
PLASMA15_C18pos.mzML
C18pos
MS1
QC
QC1_C18pos.mzML
C18pos
MS1
QC
QC2_C18pos.mzML
C18pos
MS1
QC
QC3_C18pos.mzML
C18pos
MS1
QC
QC4_C18pos.mzML
C18pos
MS1
QC
QC5_C18pos.mzML
C18pos
MS1
QC
QC6_C18pos.mzML
C18pos
MS1
Serum
SERUM01_C18pos.mzML
C18pos
MS1
Serum
SERUM02_C18pos.mzML
C18pos
MS1
Serum
SERUM03_C18pos.mzML
C18pos
MS1
Serum
SERUM04_C18pos.mzML
C18pos
MS1
Serum
SERUM05_C18pos.mzML
C18pos
MS1
Serum
SERUM06_C18pos.mzML
C18pos
MS1
Serum
SERUM07_C18pos.mzML
C18pos
MS1
Serum
SERUM08_C18pos.mzML
C18pos
MS1
Serum
SERUM09_C18pos.mzML
C18pos
MS1
Serum
SERUM10_C18pos.mzML
C18pos
MS1
Serum
SERUM11_C18pos.mzML
C18pos
MS1
Serum
SERUM12_C18pos.mzML
C18pos
MS1
Serum
SERUM13_C18pos.mzML
C18pos
MS1
Serum
SERUM14_C18pos.mzML
C18pos
MS1
Serum
SERUM15_C18pos.mzML
C18pos
MS1
Whole_blood
WB01_C18pos.mzML
C18pos
MS1
Whole_blood
WB02_C18pos.mzML
C18pos
MS1
Whole_blood
WB03_C18pos.mzML
C18pos
MS1
Whole_blood
WB04_C18pos.mzML
C18pos
MS1
Whole_blood
WB05_C18pos.mzML
C18pos
MS1
Whole_blood
WB06_C18pos.mzML
C18pos
MS1
Whole_blood
WB07_C18pos.mzML
C18pos
MS1
Whole_blood
WB08_C18pos.mzML
C18pos
MS1
Whole_blood
WB09_C18pos.mzML
C18pos
MS1
Whole_blood
WB10_C18pos.mzML
C18pos
MS1
Whole_blood
WB11_C18pos.mzML
C18pos
MS1
Whole_blood
WB12_C18pos.mzML
C18pos
MS1
Whole_blood
WB13_C18pos.mzML
C18pos
MS1
Whole_blood
WB14_C18pos.mzML
C18pos
MS1
Whole_blood
WB15_C18pos.mzML
C18pos
MS2
DDA
QCDDA_SCAN1_01_C18pos.mzML
C18pos
MS2
DDA
QCDDA_SCAN1_02_C18pos.mzML
C18pos
MS2
DDA
QCDDA_SCAN2_01_C18pos.mzML
C18pos
MS2
DDA
QCDDA_SCAN2_02_C18pos.mzML
C18pos
MS2
DDA
QCDDA_SCAN3_01_C18pos.mzML
C18pos
MS2
DDA
QCDDA_SCAN3_02_C18pos.mzML
C18pos
MS2
DIA
QCDIA_01_C18pos.mzML
C18pos
MS2
DIA
QCDIA_02_C18pos.mzML
C18pos
MS2
DIA
QCDIA_03_C18pos.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POS01.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POS02.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POS03.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POS11.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POS12.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POS13.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POS21.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POS22.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POS23.mzML
C18pos
MS2
tDDA
WB_SERUM_PLASMA_TargetedDDMSC18_POSall.mzML
HILICneg
MS1
Plasma
PLASMA01_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA02_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA03_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA05_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA06_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA07_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA08_HILICneg.mzML
HILICneg
MS1
Plasma/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 879/3150 [53:21<1:02:20,  1.65s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 880/3150 [53:37<2:38:36,  4.19s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 882/3150 [53:39<1:59:11,  3.15s/it]
PLASMA09_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA10_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA11_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA12_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA13_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA14_HILICneg.mzML
HILICneg
MS1
Plasma
PLASMA15_HILICneg.mzML
HILICneg
MS1
QC
QC1_HILICneg.mzML
HILICneg
MS1
QC
QC2_HILICneg.mzML
HILICneg
MS1
QC
QC3_HILICneg.mzML
HILICneg
MS1
QC
QC4_HILICneg.mzML
HILICneg
MS1
QC
QC5_HILICneg.mzML
HILICneg
MS1
QC
QC6_HILICneg.mzML
HILICneg
MS1
Serum
SERUM01_HILICneg.mzML
HILICneg
MS1
Serum
SERUM02_HILICneg.mzML
HILICneg
MS1
Serum
SERUM03_HILICneg.mzML
HILICneg
MS1
Serum
SERUM04_HILICneg.mzML
HILICneg
MS1
Serum
SERUM05_HILICneg.mzML
HILICneg
MS1
Serum
SERUM06_HILICneg.mzML
HILICneg
MS1
Serum
SERUM07_HILICneg.mzML
HILICneg
MS1
Serum
SERUM08_HILICneg.mzML
HILICneg
MS1
Serum
SERUM09_HILICneg.mzML
HILICneg
MS1
Serum
SERUM10_HILICneg.mzML
HILICneg
MS1
Serum
SERUM11_HILICneg.mzML
HILICneg
MS1
Serum
SERUM12_HILICneg.mzML
HILICneg
MS1
Serum
SERUM13_HILICneg.mzML
HILICneg
MS1
Serum
SERUM14_HILICneg.mzML
HILICneg
MS1
Serum
SERUM15_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB01_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB02_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB03_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB04_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB05_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB06_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB07_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB08_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB09_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB10_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB11_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB12_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB13_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB14_HILICneg.mzML
HILICneg
MS1
Whole_blood
WB15_HILICneg.mzML
HILICneg
MS2
DDA
QCDDA_SCAN1_01_HILICneg.mzML
HILICneg
MS2
DDA
QCDDA_SCAN1_02_HILICneg.mzML
HILICneg
MS2
DDA
QCDDA_SCAN2_01_HILICneg.mzML
HILICneg
MS2
DDA
QCDDA_SCAN2_02_HILICneg.mzML
HILICneg
MS2
DDA
QCDDA_SCAN3_01_HILICneg.mzML
HILICneg
MS2
DDA
QCDDA_SCAN3_02_HILICneg.mzML
HILICneg
MS2
DIA
QCDIA_01_HILICneg.mzML
HILICneg
MS2
DIA
QCDIA_02_HILICneg.mzML
HILICneg
MS2
DIA
QCDIA_03_HILICneg.mzML
HILICneg
MS2
tDDA
WB_Serum_Plasma_HILICneg_targetedDDA01.mzML
HILICneg
MS2
tDDA
WB_Serum_Plasma_HILICneg_targetedDDA02.mzML
HILICneg
MS2
tDDA
WB_Serum_Plasma_HILICneg_targetedDDA03.mzML
HILICneg
MS2
tDDA
WB_Serum_Plasma_HILICneg_targetedDDA11.mzML
HILICneg
MS2
tDDA
WB_Serum_Plasma_HILICneg_targetedDDA12.mzML
HILICneg
MS2
tDDA
WB_Serum_Plasma_HILICneg_targetedDDA13.mzML
HILICneg
MS2
tDDA
WB_Serum_Plasma_HILICneg_targetedDDA_HERMES1.mzML
HILICneg
MS2
tDDA
WB_Serum_Plasma_HILICneg_targetedDDA_HERMES2.mzML
HILICpos
MS1
Plasma
PLASMA01_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA02_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA03_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA05_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA06_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA07_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA08_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA09_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA10_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA11_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA12_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA13_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA14_HILICpos.mzML
HILICpos
MS1
Plasma
PLASMA15_HILICpos.mzML
HILICpos
MS1
QC
QC1_HILICpos.mzML
HILICpos
MS1
QC
QC2_HILICpos.mzML
HILICpos
MS1
QC
QC3_HILICpos.mzML
HILICpos
MS1
QC
QC4_HILICpos.mzML
HILICpos
MS1
QC
QC5_HILICpos.mzML
HILICpos
MS1
QC
QC6_HILICpos.mzML
HILICpos
MS1
Serum
SERUM01_HILICpos.mzML
HILICpos
MS1
Serum
SERUM02_HILICpos.mzML
HILICpos
MS1
Serum
SERUM03_HILICpos.mzML
HILICpos
MS1
Serum
SERUM04_HILICpos.mzML
HILICpos
MS1
Serum
SERUM05_HILICpos.mzML
HILICpos
MS1
Serum
SERUM06_HILICpos.mzML
HILICpos
MS1
Serum
SERUM07_HILICpos.mzML
HILICpos
MS1
Serum
SERUM08_HILICpos.mzML
HILICpos
MS1
Serum
SERUM09_HILICpos.mzML
HILICpos
MS1
Serum
SERUM10_HILICpos.mzML
HILICpos
MS1
Serum
SERUM11_HILICpos.mzML
HILICpos
MS1
Serum
SERUM12_HILICpos.mzML
HILICpos
MS1
Serum
SERUM13_HILICpos.mzML
HILICpos
MS1
Serum
SERUM14_HILICpos.mzML
HILICpos
MS1
Serum
SERUM15_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB01_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB02_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB03_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB04_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB05_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB06_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB07_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB08_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB09_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB10_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB11_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB12_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB13_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB14_HILICpos.mzML
HILICpos
MS1
Whole_blood
WB15_HILICpos.mzML
HILICpos
MS2
DDA
QCDDA_SCAN1_01_HILICpos.mzML
HILICpos
MS2
DDA
QCDDA_SCAN1_02_HILICpos.mzML
HILICpos
MS2
DDA
QCDDA_SCAN2_01_HILICpos.mzML
HILICpos
MS2
DDA
QCDDA_SCAN2_02_HILICpos.mzML
HILICpos
MS2
DDA
QCDDA_SCAN3_01_HILICpos.mzML
HILICpos
MS2
DDA
QCDDA_SCAN3_02_HILICpos.mzML
HILICpos
MS2
DIA
QCDIA_01_HILICpos.mzML
HILICpos
MS2
DIA
QCDIA_02_HILICpos.mzML
HILICpos
MS2
DIA
QCDIA_03_HILICpos.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA01.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA02.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA03.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA04.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA11.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA12.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA13.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA_HERMES1.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA_HERMES2.mzML
HILICpos
MS2
tDDA
WB_Serum_Plasma_HILICpos_targetedDDA_HERMES3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 274 rows!
Extracted information for 274 samples.
Processing  ST001497
Initiating REDU-table generation for AN002480
Rest length is 112
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Validation-Intraday
20200909_Validation-Intra-day-accuracy_and_precision.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000133
No raw data detected. Ignoring ST000133
Processing  ST002893
Initiating REDU-table generation for AN004752
Rest length is 21
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20220405_AM_HEME_MEL_Timecourse_AM691.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM692.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM693.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM694.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM695.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM696.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM697.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM698.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM699.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM700.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM701.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM702.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM703.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM704.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM705.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM706.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM707.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM708.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM709.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM710.raw
Copy of 20220405_AM_HEME_MEL_Timecourse_AM711.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST002506
Initiating REDU-table generation for AN004128
Rest length is 3
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 883/3150 [53:41<1:51:44,  2.96s/it]
 28%|██▊       | 887/3150 [53:41<53:33,  1.42s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 891/3150 [53:44<42:34,  1.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 892/3150 [53:47<49:00,  1.30s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 28%|██▊       | 894/3150 [53:49<47:28,  1.26s/it]
SubjectIdentifierAsRecorded:
  : missing value
Natural_abundance_eye_organoids_supple_figure2
Natural_abundance-biological_independent1.raw
Natural_abundance_eye_organoids_supple_figure2
Natural_abundance-biological_independent2.raw
Natural_abundance_eye_organoids_supple_figure2
Natural_abundance-biological_independent3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST003254
No raw data detected. Ignoring ST003254
Processing  ST002583
No raw data detected. Ignoring ST002583
Processing  ST000015
No raw data detected. Ignoring ST000015
Processing  ST001867
No raw data detected. Ignoring ST001867
Processing  ST002793
No raw data detected. Ignoring ST002793
Processing  ST002212
No raw data detected. Ignoring ST002212
Processing  ST000794
No raw data detected. Ignoring ST000794
Processing  ST001732
Initiating REDU-table generation for AN002819
Rest length is 8
raw file key found.
Initiating REDU-table generation for AN002820
Rest length is 8
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
peptidetreat_Rincon_170807
Negative
treat1.raw
peptidetreat_Rincon_170807
Negative
treat2.raw
peptidetreat_Rincon_170807
Negative
treat3.raw
peptidetreat_Rincon_170807
Negative
treat4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 4 rows!
Extracted information for 4 samples.
Processing  ST002440
Initiating REDU-table generation for AN003977
Rest length is 43
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Petriello MAAP-LCMS-Untargeted
MAAP_HHEAR_1.raw
Petriello MAAP-LCMS-Untargeted
MAAP_HHEAR_2.raw
Petriello MAAP-LCMS-Untargeted
MAAP_HHEAR_3.raw
Petriello MAAP-LCMS-Untargeted
MAAP_HHEAR_4.raw
Petriello MAAP-LCMS-Untargeted
MAAP_NIST_1.raw
Petriello MAAP-LCMS-Untargeted
MAAP_NIST_2.raw
Petriello MAAP-LCMS-Untargeted
MAAP_NIST_3.raw
Petriello MAAP-LCMS-Untargeted
MAAP_NIST_4.raw
Petriello MAAP-LCMS-Untargeted
MAAP_SP_1.raw
Petriello MAAP-LCMS-Untargeted
MAAP_SP_2.raw
Petriello MAAP-LCMS-Untargeted
MAAP_SP_3.raw
Petriello MAAP-LCMS-Untargeted
MAAP_SP_4.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_1.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_10.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_11.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_12.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_13.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_14.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_15.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_16.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_17.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_18.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_19.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_2.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_20.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_21.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_22.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_23.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_24.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_25.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_26.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_27.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_28.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_29.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_3.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_30.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_31.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_4.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_5.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_6.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_7.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_8.raw
Petriello MAAP-LCMS-Untargeted
MAAP_S_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 43 rows!
Extracted information for 43 samples.
Processing  ST000269
No raw data detected. Ignoring ST000269
Processing  ST000658
Initiating REDU-table generation for AN001287
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MX183206 Sladek GC Plasma
Raw Data
140715blvsa01_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa02_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa03_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa04_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa05_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa06_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa07_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa08_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa09_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa10_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa11_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa12_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa13_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa14_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa15_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa16_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa17_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa18_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa19_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa20_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa21_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa22_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa23_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa25_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa26_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa27_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa28_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa29_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa30_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa31_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa32_1.cdf
MX183206 Sladek GC Plasma
Raw Data
140715blvsa34_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST003510
No raw data detected. Ignoring ST003510
Processing  ST002694
No raw data detected. Ignoring ST002694
Processing  ST000517
No raw data detected. Ignoring ST000517
Processing  ST002233
Initiating REDU-table generation for AN003643
Rest length is 268
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HilicposRAW
batch10_MT_20210804_001.raw
HilicposRAW
batch10_MT_20210804_001A.raw
HilicposRAW
batch10_MT_20210804_001E.raw
HilicposRAW
batch10_MT_20210804_001I.raw
HilicposRAW
batch10_MT_20210804_003.raw
HilicposRAW
batch10_MT_20210804_003C.raw
HilicposRAW
batch10_MT_20210804_003G.raw
HilicposRAW
batch10_MT_20210804_003K.raw
HilicposRAW
batch10_MT_20210804_007.raw
HilicposRAW
batch10_MT_20210804_051.raw
HilicposRAW
batch10_MT_20210804_087.raw
HilicposRAW
batch10_MT_20210804_089.raw
HilicposRAW
batch10_MT_20210804_091.raw
HilicposRAW
batch10_MT_20210804_139.raw
HilicposRAW
batch10_MT_20210804_171.raw
HilicposRAW
batch10_MT_20210804_173.raw
HilicposRAW
batch10_MT_20210804_175.raw
HilicposRAW
batch11_MT_20210805_001.raw
HilicposRAW
batch11_MT_20210805_001A.raw
HilicposRAW
batch11_MT_20210805_001E.raw
HilicposRAW
batch11_MT_20210805_001I.raw
HilicposRAW
batch11_MT_20210805_003.raw
HilicposRAW
batch11_MT_20210805_003C.raw
HilicposRAW
batch11_MT_20210805_003G.raw
HilicposRAW
batch11_MT_20210805_003K.raw
HilicposRAW
batch11_MT_20210805_007.raw
HilicposRAW
batch11_MT_20210805_051.raw
HilicposRAW
batch11_MT_20210805_087.raw
HilicposRAW
batch11_MT_20210805_089.raw
HilicposRAW
batch11_MT_20210805_091.raw
HilicposRAW
batch11_MT_20210805_139.raw
HilicposRAW
batch11_MT_20210805_179.raw
HilicposRAW
batch11_MT_20210805_181.raw
HilicposRAW
batch11_MT_20210805_183.raw
HilicposRAW
batch12_MT_20210806_001.raw
HilicposRAW
batch12_MT_20210806_001A.raw
HilicposRAW
batch12_MT_20210806_001E.raw
HilicposRAW
batch12_MT_20210806_001G.raw
HilicposRAW
batch12_MT_20210806_003.raw
HilicposRAW
batch12_MT_20210806_003C.raw
HilicposRAW
batch12_MT_20210806_007_20210807090814.raw
HilicposRAW
batch12_MT_20210806_051.raw
HilicposRAW
batch12_MT_20210806_087.raw
HilicposRAW
batch12_MT_20210806_089.raw
HilicposRAW
batch12_MT_20210806_091.raw
HilicposRAW
batch12_MT_20210806_139.raw
HilicposRAW
batch12_MT_20210806_175.raw
HilicposRAW
batch12_MT_20210806_177.raw
HilicposRAW
batch12_MT_20210806_179.raw
HilicposRAW
batch13_MT_20210807_001.raw
HilicposRAW
batch13_MT_20210807_001A.raw
HilicposRAW
batch13_MT_20210807_001C.raw
HilicposRAW
batch13_MT_20210807_001E.raw
HilicposRAW
batch13_MT_20210807_003.raw
HilicposRAW
batch13_MT_20210807_007.raw
HilicposRAW
batch13_MT_20210807_051.raw
HilicposRAW
batch13_MT_20210807_087.raw
HilicposRAW
batch13_MT_20210807_089.raw
HilicposRAW
batch13_MT_20210807_091.raw
HilicposRAW
batch13_MT_20210807_139.raw
HilicposRAW
batch13_MT_20210807_179.raw
HilicposRAW
batch13_MT_20210807_181.raw
HilicposRAW
batch13_MT_20210807_183.raw
HilicposRAW
batch14_MT_20210808_001.raw
HilicposRAW
batch14_MT_20210808_001A.raw
HilicposRAW
batch14_MT_20210808_001C.raw
HilicposRAW
batch14_MT_20210808_001E.raw
HilicposRAW
batch14_MT_20210808_001G.raw
HilicposRAW
batch14_MT_20210808_001I.raw
HilicposRAW
batch14_MT_20210808_001K.raw
HilicposRAW
batch14_MT_20210808_003.raw
HilicposRAW
batch14_MT_20210808_007.raw
HilicposRAW
batch14_MT_20210808_051.raw
HilicposRAW
batch14_MT_20210808_087.raw
HilicposRAW
batch14_MT_20210808_089.raw
HilicposRAW
batch14_MT_20210808_091.raw
HilicposRAW
batch14_MT_20210808_139.raw
HilicposRAW
batch14_MT_20210808_177.raw
HilicposRAW
batch14_MT_20210808_179.raw
HilicposRAW
batch14_MT_20210808_181.raw
HilicposRAW
batch15_MT_20210809_001.raw
HilicposRAW
batch15_MT_20210809_001A.raw
HilicposRAW
batch15_MT_20210809_001C.raw
HilicposRAW
batch15_MT_20210809_001E.raw
HilicposRAW
batch15_MT_20210809_001G.raw
HilicposRAW
batch15_MT_20210809_001I.raw
HilicposRAW
batch15_MT_20210809_001K.raw
HilicposRAW
batch15_MT_20210809_003.raw
HilicposRAW
batch15_MT_20210809_007.raw
HilicposRAW
batch15_MT_20210809_051.raw
HilicposRAW
batch15_MT_20210809_087.raw
HilicposRAW
batch15_MT_20210809_089.raw
HilicposRAW
batch15_MT_20210809_091.raw
HilicposRAW
batch15_MT_20210809_139.raw
HilicposRAW
batch15_MT_20210809_185.raw
HilicposRAW
batch15_MT_20210809_187.raw
HilicposRAW
batch15_MT_20210809_189.raw
HilicposRAW
batch16_MT_20210810_001A_20210809142420.raw
HilicposRAW
batch16_MT_20210810_001C_20210809143500.raw
HilicposRAW
batch16_MT_20210810_001E.raw
HilicposRAW
batch16_MT_20210810_001G.raw
HilicposRAW
batch16_MT_20210810_001I.raw
HilicposRAW
batch16_MT_20210810_001K.raw
HilicposRAW
batch16_MT_20210810_001_20210809140300.raw
HilicposRAW
batch16_MT_20210810_003_20210809141340.raw
HilicposRAW
batch16_MT_20210810_007.raw
HilicposRAW
batch16_MT_20210810_051.raw
HilicposRAW
batch16_MT_20210810_087.raw
HilicposRAW
batch16_MT_20210810_089.raw
HilicposRAW
batch16_MT_20210810_091.raw
HilicposRAW
batch16_MT_20210810_139.raw
HilicposRAW
batch16_MT_20210810_189.raw
HilicposRAW
batch16_MT_20210810_191.raw
HilicposRAW
batch16_MT_20210810_193.raw
HilicposRAW
batch17_MT_20210811_001.raw
HilicposRAW
batch17_MT_20210811_001A.raw
HilicposRAW
batch17_MT_20210811_001C.raw
HilicposRAW
batch17_MT_20210811_001E.raw
HilicposRAW
batch17_MT_20210811_001G.raw
HilicposRAW
batch17_MT_20210811_001I.raw
HilicposRAW
batch17_MT_20210811_001K.raw
HilicposRAW
batch17_MT_20210811_003.raw
HilicposRAW
batch17_MT_20210811_007.raw
HilicposRAW
batch17_MT_20210811_051.raw
HilicposRAW
batch17_MT_20210811_087.raw
HilicposRAW
batch17_MT_20210811_089.raw
HilicposRAW
batch17_MT_20210811_091.raw
HilicposRAW
batch17_MT_20210811_185.raw
HilicposRAW
batch17_MT_20210811_187.raw
HilicposRAW
batch17_MT_20210811_189.raw
HilicposRAW
batch1_MT_20210726_001.raw
HilicposRAW
batch1_MT_20210726_003.raw
HilicposRAW
batch1_MT_20210726_005.raw
HilicposRAW
batch1_MT_20210726_007.raw
HilicposRAW
batch1_MT_20210726_009.raw
HilicposRAW
batch1_MT_20210726_015.raw
HilicposRAW
batch1_MT_20210726_059.raw
HilicposRAW
batch1_MT_20210726_095.raw
HilicposRAW
batch1_MT_20210726_097.raw
HilicposRAW
batch1_MT_20210726_099.raw
HilicposRAW
batch1_MT_20210726_147.raw
HilicposRAW
batch1_MT_20210726_189.raw
HilicposRAW
batch1_MT_20210726_191.raw
HilicposRAW
batch1_MT_20210726_193.raw
HilicposRAW
batch2_MT_20210727_001.raw
HilicposRAW
batch2_MT_20210727_003.raw
HilicposRAW
batch2_MT_20210727_007.raw
HilicposRAW
batch2_MT_20210727_051.raw
HilicposRAW
batch2_MT_20210727_087.raw
HilicposRAW
batch2_MT_20210727_089.raw
HilicposRAW
batch2_MT_20210727_091.raw
HilicposRAW
batch2_MT_20210727_139.raw
HilicposRAW
batch2_MT_20210727_175.raw
HilicposRAW
batch2_MT_20210727_177.raw
HilicposRAW
batch2_MT_20210727_179.raw
HilicposRAW
batch3_MT_20210728_001.raw
HilicposRAW
batch3_MT_20210728_003.raw
HilicposRAW
batch3_MT_20210728_007.raw
HilicposRAW
batch3_MT_20210728_051.raw
HilicposRAW
batch3_MT_20210728_087.raw
HilicposRAW
batch3_MT_20210728_089.raw
HilicposRAW
batch3_MT_20210728_091.raw
HilicposRAW
batch3_MT_20210728_139_20210728204033.raw
HilicposRAW
batch3_MT_20210728_185.raw
HilicposRAW
batch3_MT_20210728_187.raw
HilicposRAW
batch3_MT_20210728_189.raw
HilicposRAW
batch4_MT_20210729_001.raw
HilicposRAW
batch4_MT_20210729_001A.raw
HilicposRAW
batch4_MT_20210729_001E.raw
HilicposRAW
batch4_MT_20210729_001I.raw
HilicposRAW
batch4_MT_20210729_003.raw
HilicposRAW
batch4_MT_20210729_003C.raw
HilicposRAW
batch4_MT_20210729_003G.raw
HilicposRAW
batch4_MT_20210729_003K.raw
HilicposRAW
batch4_MT_20210729_007.raw
HilicposRAW
batch4_MT_20210729_051.raw
HilicposRAW
batch4_MT_20210729_087.raw
HilicposRAW
batch4_MT_20210729_089.raw
HilicposRAW
batch4_MT_20210729_091.raw
HilicposRAW
batch4_MT_20210729_139.raw
HilicposRAW
batch4_MT_20210729_187.raw
HilicposRAW
batch4_MT_20210729_189.raw
HilicposRAW
batch4_MT_20210729_191.raw
HilicposRAW
batch5_MT_20210729_001A.raw
HilicposRAW
batch5_MT_20210729_001E.raw
HilicposRAW
batch5_MT_20210729_001I.raw
HilicposRAW
batch5_MT_20210729_003C.raw
HilicposRAW
batch5_MT_20210729_003G.raw
HilicposRAW
batch5_MT_20210729_003K.raw
HilicposRAW
batch5_MT_20210730_001.raw
HilicposRAW
batch5_MT_20210730_003.raw
HilicposRAW
batch5_MT_20210730_007.raw
HilicposRAW
batch5_MT_20210730_051.raw
HilicposRAW
batch5_MT_20210730_087.raw
HilicposRAW
batch5_MT_20210730_089.raw
HilicposRAW
batch5_MT_20210730_091.raw
HilicposRAW
batch5_MT_20210730_139.raw
HilicposRAW
batch5_MT_20210730_183.raw
HilicposRAW
batch5_MT_20210730_185.raw
HilicposRAW
batch5_MT_20210730_187.raw
HilicposRAW
batch6_MT_20210731_001.raw
HilicposRAW
batch6_MT_20210731_001A.raw
HilicposRAW
batch6_MT_20210731_001E.raw
HilicposRAW
batch6_MT_20210731_001I.raw
HilicposRAW
batch6_MT_20210731_003.raw
HilicposRAW
batch6_MT_20210731_003C.raw
HilicposRAW
batch6_MT_20210731_003G.raw
HilicposRAW
batch6_MT_20210731_003K.raw
HilicposRAW
batch6_MT_20210731_007.raw
HilicposRAW
batch6_MT_20210731_051.raw
HilicposRAW
batch6_MT_20210731_087.raw
HilicposRAW
batch6_MT_20210731_089.raw
HilicposRAW
batch6_MT_20210731_091.raw
HilicposRAW
batch6_MT_20210731_139.raw
HilicposRAW
batch6_MT_20210731_177.raw
HilicposRAW
batch6_MT_20210731_179.raw
HilicposRAW
batch6_MT_20210731_181.raw
HilicposRAW
batch7_MT_20210801_001.raw
HilicposRAW
batch7_MT_20210801_001A.raw
HilicposRAW
batch7_MT_20210801_001E.raw
HilicposRAW
batch7_MT_20210801_001I.raw
HilicposRAW
batch7_MT_20210801_003.raw
HilicposRAW
batch7_MT_20210801_003C.raw
HilicposRAW
batch7_MT_20210801_003G.raw
HilicposRAW
batch7_MT_20210801_003K.raw
HilicposRAW
batch7_MT_20210801_007.raw
HilicposRAW
batch7_MT_20210801_051.raw
HilicposRAW
batch7_MT_20210801_087.raw
HilicposRAW
batch7_MT_20210801_089.raw
HilicposRAW
batch7_MT_20210801_091.raw
HilicposRAW
batch7_MT_20210801_139.raw
HilicposRAW
batch7_MT_20210801_179.raw
HilicposRAW
batch7_MT_20210801_181.raw
HilicposRAW
batch7_MT_20210801_183.raw
HilicposRAW
batch8_MT_20210802_001.raw
HilicposRAW
batch8_MT_20210802_001A.raw
HilicposRAW
batch8_MT_20210802_001E.raw
HilicposRAW
batch8_MT_20210802_001I.raw
HilicposRAW
batch8_MT_20210802_003.raw
HilicposRAW
batch8_MT_20210802_003C.raw
HilicposRAW
batch8_MT_20210802_003G.raw
HilicposRAW
batch8_MT_20210802_003K.raw
HilicposRAW
batch8_MT_20210802_007.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▊       | 898/3150 [53:53<42:29,  1.13s/it]
HilicposRAW
batch8_MT_20210802_051.raw
HilicposRAW
batch8_MT_20210802_087.raw
HilicposRAW
batch8_MT_20210802_089.raw
HilicposRAW
batch8_MT_20210802_091.raw
HilicposRAW
batch8_MT_20210802_139.raw
HilicposRAW
batch8_MT_20210802_187.raw
HilicposRAW
batch8_MT_20210802_189.raw
HilicposRAW
batch8_MT_20210802_191.raw
HilicposRAW
batch9_MT_20210803_001.raw
HilicposRAW
batch9_MT_20210803_001A.raw
HilicposRAW
batch9_MT_20210803_001E.raw
HilicposRAW
batch9_MT_20210803_001I.raw
HilicposRAW
batch9_MT_20210803_003.raw
HilicposRAW
batch9_MT_20210803_003C.raw
HilicposRAW
batch9_MT_20210803_003G.raw
HilicposRAW
batch9_MT_20210803_003K.raw
HilicposRAW
batch9_MT_20210803_007.raw
HilicposRAW
batch9_MT_20210803_051.raw
HilicposRAW
batch9_MT_20210803_087.raw
HilicposRAW
batch9_MT_20210803_089.raw
HilicposRAW
batch9_MT_20210803_091.raw
HilicposRAW
batch9_MT_20210803_139.raw
HilicposRAW
batch9_MT_20210803_181.raw
HilicposRAW
batch9_MT_20210803_183.raw
HilicposRAW
batch9_MT_20210803_185.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 268 rows!
Extracted information for 268 samples.
Processing  ST003113
Initiating REDU-table generation for AN005098
Did not receive valid mwTab json for AN005098!
Initiating REDU-table generation for AN005099
Did not receive valid mwTab json for AN005099!
Initiating REDU-table generation for AN005100
Rest length is 46
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/46 [00:00<?, ?it/s]

Mapping potential matches:  76%|███████▌  | 35/46 [00:00<00:00, 346.46it/s]
Mapping potential matches: 100%|██████████| 46/46 [00:00<00:00, 345.38it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005101
Rest length is 46
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/46 [00:00<?, ?it/s]

Mapping potential matches:  78%|███████▊  | 36/46 [00:00<00:00, 350.90it/s]
Mapping potential matches: 100%|██████████| 46/46 [00:00<00:00, 350.37it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▊       | 899/3150 [53:57<54:16,  1.45s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▊       | 902/3150 [53:59<47:04,  1.26s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▊       | 903/3150 [54:02<53:54,  1.44s/it]
 29%|██▉       | 907/3150 [54:02<29:32,  1.27it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CA24_06 raw files
negative
CA24_06-10_r14-.raw
CA24_06 raw files
negative
CA24_06-11_r18-.raw
CA24_06 raw files
negative
CA24_06-12_r10-.raw
CA24_06 raw files
negative
CA24_06-13_r32-.raw
CA24_06 raw files
negative
CA24_06-14_r30-.raw
CA24_06 raw files
negative
CA24_06-15_r1-.raw
CA24_06 raw files
negative
CA24_06-16_r42-.raw
CA24_06 raw files
negative
CA24_06-17_r2-.raw
CA24_06 raw files
negative
CA24_06-18_r50-.raw
CA24_06 raw files
negative
CA24_06-19_r12-.raw
CA24_06 raw files
negative
CA24_06-1_r19-.raw
CA24_06 raw files
negative
CA24_06-20_r43-.raw
CA24_06 raw files
negative
CA24_06-21_r51-.raw
CA24_06 raw files
negative
CA24_06-22_r8-.raw
CA24_06 raw files
negative
CA24_06-23_r11-.raw
CA24_06 raw files
negative
CA24_06-24_r46-.raw
CA24_06 raw files
negative
CA24_06-2_r52-.raw
CA24_06 raw files
negative
CA24_06-37_r20-.raw
CA24_06 raw files
negative
CA24_06-38_r25-.raw
CA24_06 raw files
negative
CA24_06-39_r7-.raw
CA24_06 raw files
negative
CA24_06-3_r48-.raw
CA24_06 raw files
negative
CA24_06-40_r24-.raw
CA24_06 raw files
negative
CA24_06-41_r27-.raw
CA24_06 raw files
negative
CA24_06-42_r5-.raw
CA24_06 raw files
negative
CA24_06-43_r33-.raw
CA24_06 raw files
negative
CA24_06-44_r3-.raw
CA24_06 raw files
negative
CA24_06-45_r38-.raw
CA24_06 raw files
negative
CA24_06-46_r47-.raw
CA24_06 raw files
negative
CA24_06-47_r34-.raw
CA24_06 raw files
negative
CA24_06-48_r41-.raw
CA24_06 raw files
negative
CA24_06-4_r26-.raw
CA24_06 raw files
negative
CA24_06-5_r56-.raw
CA24_06 raw files
negative
CA24_06-6_r23-.raw
CA24_06 raw files
negative
CA24_06-7_r36-.raw
CA24_06 raw files
negative
CA24_06-8_r49-.raw
CA24_06 raw files
negative
CA24_06-9_r9-.raw
CA24_06 raw files
positive
CA24_06-10_r5+.raw
CA24_06 raw files
positive
CA24_06-11_r31+.raw
CA24_06 raw files
positive
CA24_06-12_r2+.raw
CA24_06 raw files
positive
CA24_06-13_r41+.raw
CA24_06 raw files
positive
CA24_06-14_r52+.raw
CA24_06 raw files
positive
CA24_06-15_r12+.raw
CA24_06 raw files
positive
CA24_06-16_r48+.raw
CA24_06 raw files
positive
CA24_06-17_r15+.raw
CA24_06 raw files
positive
CA24_06-18_r49+.raw
CA24_06 raw files
positive
CA24_06-19_r32+.raw
CA24_06 raw files
positive
CA24_06-1_r35+.raw
CA24_06 raw files
positive
CA24_06-20_r38+.raw
CA24_06 raw files
positive
CA24_06-21_r13+.raw
CA24_06 raw files
positive
CA24_06-22_r43+.raw
CA24_06 raw files
positive
CA24_06-23_r10+.raw
CA24_06 raw files
positive
CA24_06-24_r19+.raw
CA24_06 raw files
positive
CA24_06-2_r11+.raw
CA24_06 raw files
positive
CA24_06-37_r54+.raw
CA24_06 raw files
positive
CA24_06-38_r45+.raw
CA24_06 raw files
positive
CA24_06-39_r24+.raw
CA24_06 raw files
positive
CA24_06-3_r1+.raw
CA24_06 raw files
positive
CA24_06-40_r25+.raw
CA24_06 raw files
positive
CA24_06-41_r46+.raw
CA24_06 raw files
positive
CA24_06-42_r4+.raw
CA24_06 raw files
positive
CA24_06-43_r44+.raw
CA24_06 raw files
positive
CA24_06-44_r20+.raw
CA24_06 raw files
positive
CA24_06-45_r40+.raw
CA24_06 raw files
positive
CA24_06-46_r22+.raw
CA24_06 raw files
positive
CA24_06-47_r27+.raw
CA24_06 raw files
positive
CA24_06-48_r7+.raw
CA24_06 raw files
positive
CA24_06-4_r47+.raw
CA24_06 raw files
positive
CA24_06-5_r53+.raw
CA24_06 raw files
positive
CA24_06-6_r6+.raw
CA24_06 raw files
positive
CA24_06-7_r34+.raw
CA24_06 raw files
positive
CA24_06-8_r16+.raw
CA24_06 raw files
positive
CA24_06-9_r50+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST000442
No raw data detected. Ignoring ST000442
Processing  ST000906
No raw data detected. Ignoring ST000906
Processing  ST001548
Initiating REDU-table generation for AN002578
Rest length is 8
raw file key found.
Initiating REDU-table generation for AN002579
Rest length is 8
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST001548
M_control_1.raw
ST001548
M_control_2.raw
ST001548
M_control_3.raw
ST001548
M_control_4.raw
ST001548
M_isoprenaline_1.raw
ST001548
M_isoprenaline_2.raw
ST001548
M_isoprenaline_3.raw
ST001548
M_isoprenaline_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST003134
Initiating REDU-table generation for AN005144
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NC-1.raw
NC-10.raw
NC-11.raw
NC-12.raw
NC-2.raw
NC-3.raw
NC-4.raw
NC-5.raw
NC-6.raw
NC-7.raw
NC-8.raw
NC-9.raw
Sox13-1.raw
Sox13-10.raw
Sox13-11.raw
Sox13-12.raw
Sox13-2.raw
Sox13-3.raw
Sox13-4.raw
Sox13-5.raw
Sox13-6.raw
Sox13-7.raw
Sox13-8.raw
Sox13-9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST001364
No raw data detected. Ignoring ST001364
Processing  ST001806
No raw data detected. Ignoring ST001806
Processing  ST002761
No raw data detected. Ignoring ST002761
Processing  ST000477
No raw data detected. Ignoring ST000477
Processing  ST000298
No raw data detected. Ignoring ST000298
Processing  ST001830
Initiating REDU-table generation for AN002970
Rest length is 232
raw file key found.
Initiating REDU-table generation for AN002971
Rest length is 232
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data Track 2688
MALDI_positive ion_MSMS_APAP2h 18O2 air.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT1_1.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT1_2.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT1_3.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT1_4.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT2_1.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT2_2.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT2_3.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT2_4.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT3_1.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT3_2.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT3_3.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT3_4.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT4_1.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT4_2.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT4_3.mzML
Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_4hMT5_1.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT5_2.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT5_3.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT5_4.mzML
Data Track 2688
negative ion_PRM_oxPC_4hMT6_1.mzML
Data Track 2688
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Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_4hMT6_4.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC1_1.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC1_2.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC1_3.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC1_4.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC1_5.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC2_1.mzML
Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_4hNAC2_3.mzML
Data Track 2688
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Data Track 2688
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Data Track 2688
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Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_4hNAC3_3.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC3_4.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC3_5.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC4_1.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC4_2.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC4_3.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC4_4.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC4_5.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC5_1.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC5_2.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC5_3.mzML
Data Track 2688
negative ion_PRM_oxPC_4hNAC5_4.mzML
Data Track 2688
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Data Track 2688
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Data Track 2688
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Data Track 2688
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Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_APAP1h2_1.mzML
Data Track 2688
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Data Track 2688
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Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_APAP1h3_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h3_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h3_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h3_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h4_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h4_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h4_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h4_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h5_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h5_2.mzML
Data Track 2688
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Data Track 2688
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Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_APAP1h6_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h6_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP1h6_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h1_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h1_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h1_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h1_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h2_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h2_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h2_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h2_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h3_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h3_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h3_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h3_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h4_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h4_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h4_3.mzML
Data Track 2688
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Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_APAP24h5_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h5_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP24h5_4.mzML
Data Track 2688
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Data Track 2688
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Data Track 2688
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Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_APAP2h1_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h1_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h1_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h1_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h2_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h2_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h2_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h2_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h3_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h3_2.mzML
Data Track 2688
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Data Track 2688
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Data Track 2688
negative ion_PRM_oxPC_APAP2h4_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h4_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h4_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h4_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h5_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h5_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h5_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h5_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h6_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h6_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h6_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP2h6_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h1_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h1_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h1_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h1_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h1_5.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h2_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h2_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h2_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h2_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h2_5.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h3_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h3_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h3_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h3_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h3_5.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h4_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h4_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h4_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h4_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h4_5.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h5_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h5_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h5_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h5_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h5_5.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h6_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h6_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h6_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h6_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP4h6_5.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h1_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h1_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h1_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h1_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h2_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h2_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h2_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h2_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h3_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h3_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h3_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h3_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h4_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h4_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h4_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h4_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h5_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h5_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h5_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h5_4.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h6_1.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h6_2.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h6_3.mzML
Data Track 2688
negative ion_PRM_oxPC_APAP8h6_4.mzML
Data Track 2688
negative ion_PRM_oxPC_control1_1.mzML
Data Track 2688
negative ion_PRM_oxPC_control1_2.mzML
Data Track 2688
negative ion_PRM_oxPC_control1_3.mzML
Data Track 2688
negative ion_PRM_oxPC_control1_4.mzML
Data Track 2688
negative ion_PRM_oxPC_control1_5.mzML
Data Track 2688
negative ion_PRM_oxPC_control2_1.mzML
Data Track 2688
negative ion_PRM_oxPC_control2_2.mzML
Data Track 2688
negative ion_PRM_oxPC_control2_3.mzML
Data Track 2688
negative ion_PRM_oxPC_control2_4.mzML
Data Track 2688
negative ion_PRM_oxPC_control2_5.mzML
Data Track 2688
negative ion_PRM_oxPC_control3_1.mzML
Data Track 2688
negative ion_PRM_oxPC_control3_2.mzML
Data Track 2688
negative ion_PRM_oxPC_control3_3.mzML
Data Track 2688
negative ion_PRM_oxPC_control3_4.mzML
Data Track 2688
negative ion_PRM_oxPC_control3_5.mzML
Data Track 2688
negative ion_PRM_oxPC_control4_1.mzML
Data Track 2688
negative ion_PRM_oxPC_control4_2.mzML
Data Track 2688
negative ion_PRM_oxPC_control4_3.mzML
Data Track 2688
negative ion_PRM_oxPC_control4_4.mzML
Data Track 2688
negative ion_PRM_oxPC_control4_5.mzML
Data Track 2688
negative ion_PRM_oxPC_control5_1.mzML
Data Track 2688
negative ion_PRM_oxPC_control5_2.mzML
Data Track 2688
negative ion_PRM_oxPC_control5_3.mzML
Data Track 2688
negative ion_PRM_oxPC_control5_4.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▉       | 909/3150 [54:07<45:19,  1.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▉       | 911/3150 [54:09<44:35,  1.19s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▉       | 915/3150 [54:12<34:42,  1.07it/s]
Data Track 2688
negative ion_PRM_oxPC_control5_5.mzML
Data Track 2688
negative ion_PRM_oxPC_control6_1.mzML
Data Track 2688
negative ion_PRM_oxPC_control6_2.mzML
Data Track 2688
negative ion_PRM_oxPC_control6_3.mzML
Data Track 2688
negative ion_PRM_oxPC_control6_4.mzML
Data Track 2688
negative ion_PRM_oxPC_control6_5.mzML
Data Track 2688
positive ion_Full scan_PC_control1.mzML
Data Track 2688
positive ion_Full scan_PC_control2.mzML
Data Track 2688
positive ion_Full scan_PC_control3.mzML
Data Track 2688
positive ion_Full scan_oxPC_control1.mzML
Data Track 2688
positive ion_Full scan_oxPC_control2.mzML
Data Track 2688
positive ion_Full scan_oxPC_control3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 212 rows!
Extracted information for 212 samples.
Processing  ST000473
No raw data detected. Ignoring ST000473
Processing  ST001675
Initiating REDU-table generation for AN002733
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Ceramides_Th17_iTreg
Th0(Th17)_D1.mzML
Ceramides_Th17_iTreg
Th0(Th17)_D2.mzML
Ceramides_Th17_iTreg
Th0(Th17)_D3.mzML
Ceramides_Th17_iTreg
Th0(Th17)_D4.mzML
Ceramides_Th17_iTreg
Th0(iTreg)_D1.mzML
Ceramides_Th17_iTreg
Th0(iTreg)_D2.mzML
Ceramides_Th17_iTreg
Th0(iTreg)_D3.mzML
Ceramides_Th17_iTreg
Th0(iTreg)_D4.mzML
Ceramides_Th17_iTreg
Th0(iTreg)_D5.mzML
Ceramides_Th17_iTreg
Th17_D1.mzML
Ceramides_Th17_iTreg
Th17_D2.mzML
Ceramides_Th17_iTreg
Th17_D3.mzML
Ceramides_Th17_iTreg
Th17_D4.mzML
Ceramides_Th17_iTreg
iTreg_D1.mzML
Ceramides_Th17_iTreg
iTreg_D2.mzML
Ceramides_Th17_iTreg
iTreg_D3.mzML
Ceramides_Th17_iTreg
iTreg_D4.mzML
Ceramides_Th17_iTreg
iTreg_D5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST002818
No raw data detected. Ignoring ST002818
Processing  ST000011
No raw data detected. Ignoring ST000011
Processing  ST003580
No raw data detected. Ignoring ST003580
Processing  ST002416
Initiating REDU-table generation for AN003937
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Manuscript 1707
N01-01_7_1_1401.d
Manuscript 1707
N01-02_7_1_1402.d
Manuscript 1707
N01-03_7_1_1403.d
Manuscript 1707
N02-01_8_1_1404.d
Manuscript 1707
Proph1707-01-02_28_1_1465.d
Manuscript 1707
Veh01-01_13_1_1419.d
Manuscript 1707
Veh01-02_13_1_1420.d
Manuscript 1707
Veh01-03_13_1_1421.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST001333
Initiating REDU-table generation for AN002222
Rest length is 141
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__100_1833_C_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__101_1903_C_M_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__102_1860_C_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__103_1953_A_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__104_1874_C_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__105_1939_A_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__106_1956_C_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__107_1832_C_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__108_1878_C_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__109_1980_A_M_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__10_1921_C_F_128_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__111_1847_C_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__112_1861_C_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__114_1885_C_F_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__115_1918_A_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__116_1879_C_F_128_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__117_1887_C_F_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__118_1959_C_M_WT_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__119_1933_C_F_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__11_1984_A_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__120_1961_A_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__121_1943_A_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__122_1922_A_F_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__123_1867_C_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__124_1843b_C_F_128_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__125_1862_C_M_WT_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__126_1954_C_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__127_1843_C_F_WT_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__12_1974_A_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__130_1839_C_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__132_1899_C_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__134_1928_A_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__135_1857_C_F_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__136_1911_A_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__137_1945_A_M_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__138_1946_A_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__139_1948_A_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__13_1971_A_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__140_1949_A_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__141_1950_A_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__14_1966_A_M_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__15_1967_A_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__16_1986_A_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__17_1983_A_M_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__18_1976_A_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__19_1985_A_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__1_1841_C_F_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__20_1913_A_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__21_1840_A_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__22_1848_C_F_WT_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__24_1905_A_F_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__25_1929_A_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__27_1924_C_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__28_1856_C_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__29_1936_A_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__2_1982_A_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__31_1944_A_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__32_1852_C_M_WT_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__33_1884_C_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__34_1987_A_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__35_1957_C_M_WT_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__36_1965_C_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__37_1876_C_F_WT_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__39_1891_C_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__3_1906_A_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__40_1963_C_F_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__42_1907_C_F_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__43_1916_A_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__44_1890_A_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__45_1896_C_M_128_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__46_1914_C_M_WT_0.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▉       | 916/3150 [54:15<45:19,  1.22s/it]
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__47_1895_C_M_WT_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__48_1951_A_F_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__49_1908_A_F_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__4_1910_A_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__50_1850_C_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__51_1973_A_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__53_1981_A_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__54_1871_C_M_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__55_1849_C_F_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__56_1845_C_M_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__57_1898_A_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__58_1904_C_M_128_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__59_1872_C_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__5_1838_C_M_WT_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__60_1923_C_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__61_1837_C_M_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__62_1920_C_F_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__63_1960_C_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__64_1858_C_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__65_1930_C_M_128_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__66_1830_C_M_128_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__67_1978_A_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__68_1842_C_F_WT_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__69_1834_C_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__6_1931_C_M_WT_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__70_1915_C_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__71_1917_A_M_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__72_1901_C_M_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__73_1864_C_F_128_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__74_1935_A_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__75_1894_A_F_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__78_1866_C_F_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__7_1909_C_F_128_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__80_1869_C_F_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__81_1970_A_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__82_1831_C_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__83_1979_A_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__85_1877_C_F_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__86_1865_C_F_WT_15.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__87_1875_C_F_WT_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__88_1919_C_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__8_1958_C_M_128_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__90_1893_C_F_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__92_1937_A_F_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__93_1886_C_F_WT_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__94_1855_C_F_WT_5.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__96_1912_A_M_WT_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__97_1938_A_M_128_50.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__98_1972_A_M_128_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__99_1892_A_M_WT_0.raw
HD_Brain_Tissue_MS_Raw
SC_20180814_HILICp_PRM_AP__9_1964_C_F_128_15.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 122 rows!
Extracted information for 122 samples.
Processing  ST003012
Initiating REDU-table generation for AN004944
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches:  50%|█████     | 25/50 [00:00<00:00, 249.80it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 251.79it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004945
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches:  52%|█████▏    | 26/50 [00:00<00:00, 255.19it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 256.62it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▉       | 917/3150 [54:18<1:00:47,  1.63s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
negative raw files - plasma
DS1-27-01-.raw
negative raw files - plasma
DS1-27-02-.raw
negative raw files - plasma
DS1-27-03-.raw
negative raw files - plasma
DS1-27-04-.raw
negative raw files - plasma
DS1-27-05-.raw
negative raw files - plasma
DS1-27-06-.raw
negative raw files - plasma
DS1-27-07-.raw
negative raw files - plasma
DS1-27-08-.raw
negative raw files - plasma
DS1-27-09-.raw
negative raw files - plasma
DS1-27-10-.raw
negative raw files - plasma
DS1-27-11-.raw
negative raw files - plasma
DS1-27-12-.raw
negative raw files - plasma
DS1-27-13-.raw
negative raw files - plasma
DS1-27-14-.raw
negative raw files - plasma
DS1-27-15-.raw
negative raw files - plasma
DS1-27-16-.raw
negative raw files - plasma
DS1-27-17-.raw
negative raw files - plasma
DS1-27-18-.raw
negative raw files - plasma
DS1-27-19-.raw
negative raw files - plasma
DS1-27-20-.raw
negative raw files - plasma
DS1-27-21-.raw
negative raw files - plasma
DS1-27-25-.raw
negative raw files - plasma
DS1-27-26-.raw
negative raw files - plasma
DS1-27-27-.raw
negative raw files - plasma
DS1-27-28-.raw
negative raw files - plasma
DS1-27-29-.raw
negative raw files - plasma
DS1-27-30-.raw
negative raw files - plasma
DS1-27-34-.raw
negative raw files - plasma
DS1-27-35-.raw
negative raw files - plasma
DS1-27-36-.raw
negative raw files - plasma
DS1-27-37-.raw
negative raw files - plasma
DS1-27-38-.raw
negative raw files - plasma
DS1-27-39-.raw
negative raw files - plasma
DS1-27-40-.raw
negative raw files - plasma
DS1-27-41-.raw
negative raw files - plasma
DS1-27-42-.raw
negative raw files - plasma
DS1-27-43-.raw
negative raw files - plasma
DS1-27-44-.raw
negative raw files - plasma
DS1-27-45-.raw
negative raw files - plasma
DS1-27-46-.raw
negative raw files - plasma
DS1-27-47-.raw
negative raw files - plasma
DS1-27-48-.raw
negative raw files - plasma
DS1-27-49-.raw
negative raw files - plasma
DS1-27-50-.raw
negative raw files - plasma
DS1-27-51-.raw
negative raw files - plasma
DS1-27-52-.raw
negative raw files - plasma
DS1-27-53-.raw
negative raw files - plasma
DS1-27-54-.raw
negative raw files - plasma
DS1-27-55-.raw
negative raw files - plasma
DS1-27-56-.raw
positive raw files - plasma
DS1-27-01+.raw
positive raw files - plasma
DS1-27-02+.raw
positive raw files - plasma
DS1-27-03+.raw
positive raw files - plasma
DS1-27-04+.raw
positive raw files - plasma
DS1-27-05+.raw
positive raw files - plasma
DS1-27-06+.raw
positive raw files - plasma
DS1-27-07+.raw
positive raw files - plasma
DS1-27-08+.raw
positive raw files - plasma
DS1-27-09+.raw
positive raw files - plasma
DS1-27-10+.raw
positive raw files - plasma
DS1-27-11+.raw
positive raw files - plasma
DS1-27-12+.raw
positive raw files - plasma
DS1-27-13+.raw
positive raw files - plasma
DS1-27-14+.raw
positive raw files - plasma
DS1-27-15+.raw
positive raw files - plasma
DS1-27-16+.raw
positive raw files - plasma
DS1-27-17+.raw
positive raw files - plasma
DS1-27-18+.raw
positive raw files - plasma
DS1-27-19+.raw
positive raw files - plasma
DS1-27-20+.raw
positive raw files - plasma
DS1-27-21+.raw
positive raw files - plasma
DS1-27-25+.raw
positive raw files - plasma
DS1-27-26+.raw
positive raw files - plasma
DS1-27-27+.raw
positive raw files - plasma
DS1-27-28+.raw
positive raw files - plasma
DS1-27-29+.raw
positive raw files - plasma
DS1-27-30+.raw
positive raw files - plasma
DS1-27-34+.raw
positive raw files - plasma
DS1-27-35+.raw
positive raw files - plasma
DS1-27-36+.raw
positive raw files - plasma
DS1-27-37+.raw
positive raw files - plasma
DS1-27-38+.raw
positive raw files - plasma
DS1-27-39+.raw
positive raw files - plasma
DS1-27-40+.raw
positive raw files - plasma
DS1-27-41+.raw
positive raw files - plasma
DS1-27-42+.raw
positive raw files - plasma
DS1-27-43+.raw
positive raw files - plasma
DS1-27-44+.raw
positive raw files - plasma
DS1-27-45+.raw
positive raw files - plasma
DS1-27-46+.raw
positive raw files - plasma
DS1-27-47+.raw
positive raw files - plasma
DS1-27-48+.raw
positive raw files - plasma
DS1-27-49+.raw
positive raw files - plasma
DS1-27-50+.raw
positive raw files - plasma
DS1-27-51+_20220201121537.raw
positive raw files - plasma
DS1-27-52+.raw
positive raw files - plasma
DS1-27-53+.raw
positive raw files - plasma
DS1-27-54+.raw
positive raw files - plasma
DS1-27-55+.raw
positive raw files - plasma
DS1-27-56+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 100 rows!
Extracted information for 100 samples.
Processing  ST001954
Initiating REDU-table generation for AN003179
Rest length is 20
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 1193.97it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▉       | 918/3150 [54:21<1:05:11,  1.75s/it]
 29%|██▉       | 922/3150 [54:21<32:12,  1.15it/s]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▉       | 924/3150 [54:24<39:25,  1.06s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 29%|██▉       | 926/3150 [54:31<1:05:06,  1.76s/it]
 29%|██▉       | 928/3150 [54:31<47:08,  1.27s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|██▉       | 931/3150 [54:36<49:44,  1.34s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Kurdistani RAW
cells-yeast-H3-A110C-01__.RAW
Kurdistani RAW
cells-yeast-H3-A110C-02__.RAW
Kurdistani RAW
cells-yeast-H3-A110C-03__.RAW
Kurdistani RAW
cells-yeast-H3-A110C-04__.RAW
Kurdistani RAW
cells-yeast-H3-A110C-05__.RAW
Kurdistani RAW
cells-yeast-H3-H113N-01__.RAW
Kurdistani RAW
cells-yeast-H3-H113N-02__.RAW
Kurdistani RAW
cells-yeast-H3-H113N-03__.RAW
Kurdistani RAW
cells-yeast-H3-H113N-04__.RAW
Kurdistani RAW
cells-yeast-H3-H113N-05__.RAW
Kurdistani RAW
cells-yeast-H3-dSGH1-01__.RAW
Kurdistani RAW
cells-yeast-H3-dSGH1-02__.RAW
Kurdistani RAW
cells-yeast-H3-dSGH1-03__.RAW
Kurdistani RAW
cells-yeast-H3-dSGH1-04__.RAW
Kurdistani RAW
cells-yeast-H3-dSGH1-05__.RAW
Kurdistani RAW
cells-yeast-WT-01__.RAW
Kurdistani RAW
cells-yeast-WT-02__.RAW
Kurdistani RAW
cells-yeast-WT-03__.RAW
Kurdistani RAW
cells-yeast-WT-04__.RAW
Kurdistani RAW
cells-yeast-WT-05__.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST000351
No raw data detected. Ignoring ST000351
Processing  ST001375
No raw data detected. Ignoring ST001375
Processing  ST002164
No raw data detected. Ignoring ST002164
Processing  ST002250
No raw data detected. Ignoring ST002250
Processing  ST003140
No raw data detected. Ignoring ST003140
Processing  ST003395
Initiating REDU-table generation for AN005569
Rest length is 110
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HF_10.mzML
HF_11.mzML
HF_12.mzML
HF_13.mzML
HF_14.mzML
HF_20.mzML
HF_21.mzML
HF_22.mzML
HF_23.mzML
HF_29.mzML
HF_30.mzML
HF_31.mzML
HF_32.mzML
HF_7.mzML
HF_8.mzML
HF_9.mzML
HP_10.mzML
HP_11.mzML
HP_12.mzML
HP_13.mzML
HP_14.mzML
HP_20.mzML
HP_21.mzML
HP_22.mzML
HP_23.mzML
HP_29.mzML
HP_30.mzML
HP_31.mzML
HP_32.mzML
HP_7.mzML
LAF_1.mzML
LAF_10.mzML
LAF_11.mzML
LAF_12.mzML
LAF_19.mzML
LAF_2.mzML
LAF_20.mzML
LAF_21.mzML
LAF_22.mzML
LAF_23.mzML
LAF_29.mzML
LAF_3.mzML
LAF_30.mzML
LAF_31.mzML
LAF_32.mzML
LAF_36.mzML
LAF_37.mzML
LAF_38.mzML
LAF_39.mzML
LAF_4.mzML
LAF_43.mzML
LAF_44.mzML
LAF_45.mzML
LAF_46.mzML
LAF_9.mzML
LF_1.mzML
LF_15.mzML
LF_16.mzML
LF_17.mzML
LF_18.mzML
LF_19.mzML
LF_2.mzML
LF_25.mzML
LF_26.mzML
LF_27.mzML
LF_28.mzML
LF_3.mzML
LF_4.mzML
LF_5.mzML
LF_6.mzML
LP_1.mzML
LP_15.mzML
LP_16.mzML
LP_17.mzML
LP_18.mzML
LP_19.mzML
LP_2.mzML
LP_25.mzML
LP_26.mzML
LP_27.mzML
LP_28.mzML
LP_3.mzML
LP_4.mzML
LP_5.mzML
LP_6.mzML
W3F_14.mzML
W3F_15.mzML
W3F_16.mzML
W3F_17.mzML
W3F_18.mzML
W3F_24.mzML
W3F_25.mzML
W3F_26.mzML
W3F_27.mzML
W3F_28.mzML
W3F_29.mzML
W3F_33.mzML
W3F_34.mzML
W3F_35.mzML
W3F_40.mzML
W3F_41.mzML
W3F_42.mzML
W3F_47.mzML
W3F_48.mzML
W3F_5.mzML
W3F_6.mzML
W3F_7.mzML
W3F_8.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!
Extracted information for 108 samples.
Processing  ST001874
No raw data detected. Ignoring ST001874
Processing  ST003390
Initiating REDU-table generation for AN005559
Rest length is 300
raw file key found.
Initiating REDU-table generation for AN005560
Rest length is 300
raw file key found.
Initiating REDU-table generation for AN005561
Rest length is 300
raw file key found.
Initiating REDU-table generation for AN005562
Rest length is 300
raw file key found.
Initiating REDU-table generation for AN005563
Rest length is 300
raw file key found.
Initiating REDU-table generation for AN005564
Rest length is 300
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2023-04-11 17:27:07 .R..A    110899200     21965977  YLab_T2DM_Data
M1
Targeted metabolomics T2DM Data 23-4-4-T2DM-M1.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000343
No raw data detected. Ignoring ST000343
Processing  ST001487
No raw data detected. Ignoring ST001487
Processing  ST000077
No raw data detected. Ignoring ST000077
Processing  ST002436
No raw data detected. Ignoring ST002436
Processing  ST002824
Initiating REDU-table generation for AN004605
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004606
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004607
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004608
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1_Serum
Negative
Serum_Tglif-F_1f.mzXML
1_Serum
Negative
Serum_Tglif-F_1m.mzXML
1_Serum
Negative
Serum_Tglif-F_2f.mzXML
1_Serum
Negative
Serum_Tglif-F_2m.mzXML
1_Serum
Negative
Serum_Tglif-S_1m.mzXML
1_Serum
Negative
Serum_Tglif-S_2f.mzXML
1_Serum
Negative
Serum_Tglif-S_2m.mzXML
1_Serum
Negative
Serum_Tglif-S_3m.mzXML
1_Serum
Negative
Serum_WT-F_1f.mzXML
1_Serum
Negative
Serum_WT-F_1m.mzXML
1_Serum
Negative
Serum_WT-F_2f.mzXML
1_Serum
Negative
Serum_WT-F_2m.mzXML
1_Serum
Negative
Serum_WT-S_1f.mzXML
1_Serum
Negative
Serum_WT-S_2f.mzXML
1_Serum
Negative
Serum_WT-S_3f.mzXML
1_Serum
Negative
Serum_WT-S_3m.mzXML
1_Serum
Negative
TgLIF_F_1F.mzXML
1_Serum
Negative
TgLIF_F_1M.mzXML
1_Serum
Negative
TgLIF_F_2F.mzXML
1_Serum
Negative
TgLIF_F_2M.mzXML
1_Serum
Negative
TgLIF_S_1F.mzXML
1_Serum
Negative
TgLIF_S_1M.mzXML
1_Serum
Negative
TgLIF_S_2F.mzXML
1_Serum
Negative
TgLIF_S_2M.mzXML
1_Serum
Negative
WT_F_1F.mzXML
1_Serum
Negative
WT_F_1M.mzXML
1_Serum
Negative
WT_F_2F.mzXML
1_Serum
Negative
WT_F_2M.mzXML
1_Serum
Negative
WT_S_1F.mzXML
1_Serum
Negative
WT_S_1M.mzXML
1_Serum
Negative
WT_S_2F.mzXML
1_Serum
Negative
WT_S_2M.mzXML
1_Serum
Positive
Serum_Tglif-F_1f.mzXML
1_Serum
Positive
Serum_Tglif-F_1m.mzXML
1_Serum
Positive
Serum_Tglif-F_2f.mzXML
1_Serum
Positive
Serum_Tglif-F_2m.mzXML
1_Serum
Positive
Serum_Tglif-S_1m.mzXML
1_Serum
Positive
Serum_Tglif-S_2f.mzXML
1_Serum
Positive
Serum_Tglif-S_2m.mzXML
1_Serum
Positive
Serum_Tglif-S_3m.mzXML
1_Serum
Positive
Serum_WT-F_1f.mzXML
1_Serum
Positive
Serum_WT-F_1m.mzXML
1_Serum
Positive
Serum_WT-F_2f.mzXML
1_Serum
Positive
Serum_WT-F_2m.mzXML
1_Serum
Positive
Serum_WT-S_1f.mzXML
1_Serum
Positive
Serum_WT-S_2f.mzXML
1_Serum
Positive
Serum_WT-S_3f.mzXML
1_Serum
Positive
Serum_WT-S_3m.mzXML
1_Serum
Positive
TgLIF_F_1F.mzXML
1_Serum
Positive
TgLIF_F_1M.mzXML
1_Serum
Positive
TgLIF_F_2F.mzXML
1_Serum
Positive
TgLIF_F_2M.mzXML
1_Serum
Positive
TgLIF_S_1F.mzXML
1_Serum
Positive
TgLIF_S_1M.mzXML
1_Serum
Positive
TgLIF_S_2F.mzXML
1_Serum
Positive
TgLIF_S_2M.mzXML
1_Serum
Positive
WT_F_1F.mzXML
1_Serum
Positive
WT_F_1M.mzXML
1_Serum
Positive
WT_F_2F.mzXML
1_Serum
Positive
WT_F_2M.mzXML
1_Serum
Positive
WT_S_1F.mzXML
1_Serum
Positive
WT_S_1M.mzXML
1_Serum
Positive
WT_S_2F.mzXML
1_Serum
Positive
WT_S_2M.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST001114
Initiating REDU-table generation for AN001810
Rest length is 57
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/57 [00:00<?, ?it/s]

Mapping potential matches:   4%|▎         | 2/57 [00:00<00:03, 18.29it/s]

Mapping potential matches:   7%|▋         | 4/57 [00:00<00:02, 18.14it/s]

Mapping potential matches:  11%|█         | 6/57 [00:00<00:02, 18.25it/s]

Mapping potential matches:  14%|█▍        | 8/57 [00:00<00:02, 18.23it/s]

Mapping potential matches:  18%|█▊        | 10/57 [00:00<00:02, 18.30it/s]

Mapping potential matches:  21%|██        | 12/57 [00:00<00:02, 18.40it/s]

Mapping potential matches:  25%|██▍       | 14/57 [00:00<00:02, 18.45it/s]

Mapping potential matches:  28%|██▊       | 16/57 [00:00<00:02, 18.52it/s]

Mapping potential matches:  32%|███▏      | 18/57 [00:00<00:02, 18.53it/s]

Mapping potential matches:  35%|███▌      | 20/57 [00:01<00:01, 18.56it/s]

Mapping potential matches:  39%|███▊      | 22/57 [00:01<00:01, 18.64it/s]

Mapping potential matches:  42%|████▏     | 24/57 [00:01<00:01, 18.60it/s]

Mapping potential matches:  46%|████▌     | 26/57 [00:01<00:01, 18.59it/s]

Mapping potential matches:  49%|████▉     | 28/57 [00:01<00:01, 18.57it/s]

Mapping potential matches:  53%|█████▎    | 30/57 [00:01<00:01, 18.59it/s]

Mapping potential matches:  56%|█████▌    | 32/57 [00:01<00:01, 18.58it/s]

Mapping potential matches:  60%|█████▉    | 34/57 [00:01<00:01, 18.61it/s]

Mapping potential matches:  63%|██████▎   | 36/57 [00:01<00:01, 18.60it/s]

Mapping potential matches:  67%|██████▋   | 38/57 [00:02<00:01, 18.60it/s]

Mapping potential matches:  70%|███████   | 40/57 [00:02<00:00, 18.57it/s]

Mapping potential matches:  74%|███████▎  | 42/57 [00:02<00:00, 18.58it/s]

Mapping potential matches:  77%|███████▋  | 44/57 [00:02<00:00, 18.59it/s]

Mapping potential matches:  81%|████████  | 46/57 [00:02<00:00, 18.63it/s]

Mapping potential matches:  84%|████████▍ | 48/57 [00:02<00:00, 18.62it/s]

Mapping potential matches:  88%|████████▊ | 50/57 [00:02<00:00, 18.66it/s]

Mapping potential matches:  91%|█████████ | 52/57 [00:02<00:00, 18.67it/s]

Mapping potential matches:  95%|█████████▍| 54/57 [00:02<00:00, 18.71it/s]

Mapping potential matches:  98%|█████████▊| 56/57 [00:03<00:00, 18.73it/s]
Mapping potential matches: 100%|██████████| 57/57 [00:03<00:00, 18.57it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RAW data JPR
AA 1 batch CDF
MT1201.CDF
RAW data JPR
AA 1 batch CDF
MT1202.CDF
RAW data JPR
AA 1 batch CDF
MT1203.CDF
RAW data JPR
AA 1 batch CDF
MT1204.CDF
RAW data JPR
AA 1 batch CDF
MT1205.CDF
RAW data JPR
AA 1 batch CDF
MT1206.CDF
RAW data JPR
AA 1 batch CDF
MT1207.CDF
RAW data JPR
AA 1 batch CDF
MT1208.CDF
RAW data JPR
AA 1 batch CDF
MT1209.CDF
RAW data JPR
AA 1 batch CDF
MT1210.CDF
RAW data JPR
AA 1 batch CDF
MT1301.CDF
RAW data JPR
AA 1 batch CDF
MT1302.CDF
RAW data JPR
AA 1 batch CDF
MT1303.CDF
RAW data JPR
AA 1 batch CDF
MT1304.CDF
RAW data JPR
AA 1 batch CDF
MT1305.CDF
RAW data JPR
AA 1 batch CDF
MT1306.CDF
RAW data JPR
AA 1 batch CDF
MT1307.CDF
RAW data JPR
AA 1 batch CDF
MT1308.CDF
RAW data JPR
AA 1 batch CDF
MT1309.CDF
RAW data JPR
AA 1 batch CDF
MT1310.CDF
RAW data JPR
AA 1 batch CDF
MT1501.CDF
RAW data JPR
AA 1 batch CDF
MT1502.CDF
RAW data JPR
AA 1 batch CDF
MT1503.CDF
RAW data JPR
AA 1 batch CDF
MT1504.CDF
RAW data JPR
AA 1 batch CDF
MT1505.CDF
RAW data JPR
AA 1 batch CDF
MT1506.CDF
RAW data JPR
AA 1 batch CDF
MT1507.CDF
RAW data JPR
AA 1 batch CDF
MT1508.CDF
RAW data JPR
AA 1 batch CDF
MT1509.CDF
RAW data JPR
AA 1 batch CDF
MT1510.CDF
RAW data JPR
AA 1 batch CDF
MT1601.CDF
RAW data JPR
AA 1 batch CDF
MT1602.CDF
RAW data JPR
AA 1 batch CDF
MT1603.CDF
RAW data JPR
AA 1 batch CDF
MT1604.CDF
RAW data JPR
AA 1 batch CDF
MT1605.CDF
RAW data JPR
AA 1 batch CDF
MT1606.CDF
RAW data JPR
AA 1 batch CDF
MT1607.CDF
RAW data JPR
AA 1 batch CDF
MT1608.CDF
RAW data JPR
AA 1 batch CDF
MT1609.CDF
RAW data JPR
AA 1 batch CDF
MT1610.CDF
RAW data JPR
AA 1 batch CDF
MT1801.CDF
RAW data JPR
AA 1 batch CDF
MT1802.CDF
RAW data JPR
AA 1 batch CDF
MT1803.CDF
RAW data JPR
AA 1 batch CDF
MT1804.CDF
RAW data JPR
AA 1 batch CDF
MT1805.CDF
RAW data JPR
AA 1 batch CDF
MT1806.CDF
RAW data JPR
AA 1 batch CDF
MT1807.CDF
RAW data JPR
AA 1 batch CDF
MT1808.CDF
RAW data JPR
AA 1 batch CDF
MT1809.CDF
RAW data JPR
AA 1 batch CDF
MT1810.CDF
RAW data JPR
AA 1 batch CDF
MT1901.CDF
RAW data JPR
AA 1 batch CDF
MT1902.CDF
RAW data JPR
AA 1 batch CDF
MT1903.CDF
RAW data JPR
AA 1 batch CDF
MT1904.CDF
RAW data JPR
AA 1 batch CDF
MT1905.CDF
RAW data JPR
AA 1 batch CDF
MT1906.CDF
RAW data JPR
AA 1 batch CDF
MT1907.CDF
RAW data JPR
AA 1 batch CDF
MT1908.CDF
RAW data JPR
AA 1 batch CDF
MT1909.CDF
RAW data JPR
AA 1 batch CDF
MT1910.CDF
RAW data JPR
AA 1 batch CDF
MT2001.CDF
RAW data JPR
AA 1 batch CDF
MT2002.CDF
RAW data JPR
AA 1 batch CDF
MT2003.CDF
RAW data JPR
AA 1 batch CDF
MT2004.CDF
RAW data JPR
AA 1 batch CDF
MT2005.CDF
RAW data JPR
AA 1 batch CDF
MT2006.CDF
RAW data JPR
AA 1 batch CDF
MT2007.CDF
RAW data JPR
AA 1 batch CDF
MT2008.CDF
RAW data JPR
AA 1 batch CDF
MT2009.CDF
RAW data JPR
AA 1 batch CDF
MT2010.CDF
RAW data JPR
AA 1 batch CDF
MT2201.CDF
RAW data JPR
AA 1 batch CDF
MT2202.CDF
RAW data JPR
AA 1 batch CDF
MT2203.CDF
RAW data JPR
AA 1 batch CDF
MT2204.CDF
RAW data JPR
AA 1 batch CDF
MT2205.CDF
RAW data JPR
AA 1 batch CDF
MT2206.CDF
RAW data JPR
AA 1 batch CDF
MT2207.CDF
RAW data JPR
AA 1 batch CDF
MT2208.CDF
RAW data JPR
AA 1 batch CDF
MT2209.CDF
RAW data JPR
AA 1 batch CDF
MT2210.CDF
RAW data JPR
AA 1 batch CDF
MT2301.CDF
RAW data JPR
AA 1 batch CDF
MT2302.CDF
RAW data JPR
AA 1 batch CDF
MT2303.CDF
RAW data JPR
AA 1 batch CDF
MT2304.CDF
RAW data JPR
AA 1 batch CDF
MT2305.CDF
RAW data JPR
AA 1 batch CDF
MT2306.CDF
RAW data JPR
AA 1 batch CDF
MT2307.CDF
RAW data JPR
AA 1 batch CDF
MT2308.CDF
RAW data JPR
AA 1 batch CDF
MT2309.CDF
RAW data JPR
AA 1 batch CDF
MT2310.CDF
RAW data JPR
AA 1 batch CDF
MT2401.CDF
RAW data JPR
AA 1 batch CDF
MT2402.CDF
RAW data JPR
AA 1 batch CDF
MT2403.CDF
RAW data JPR
AA 1 batch CDF
MT2404.CDF
RAW data JPR
AA 1 batch CDF
MT2405.CDF
RAW data JPR
AA 1 batch CDF
MT2406.CDF
RAW data JPR
AA 1 batch CDF
MT2407.CDF
RAW data JPR
AA 1 batch CDF
MT2408.CDF
RAW data JPR
AA 1 batch CDF
MT2409.CDF
RAW data JPR
AA 1 batch CDF
MT2410.CDF
RAW data JPR
AA 1 batch CDF
MT2501.CDF
RAW data JPR
AA 1 batch CDF
MT2502.CDF
RAW data JPR
AA 1 batch CDF
MT2503.CDF
RAW data JPR
AA 1 batch CDF
MT2504.CDF
RAW data JPR
AA 1 batch CDF
MT2505.CDF
RAW data JPR
AA 1 batch CDF
MT2506.CDF
RAW data JPR
AA 1 batch CDF
MT2507.CDF
RAW data JPR
AA 1 batch CDF
MT2508.CDF
RAW data JPR
AA 1 batch CDF
MT2509.CDF
RAW data JPR
AA 1 batch CDF
MT2510.CDF
RAW data JPR
AA 1 batch CDF
MT2601.CDF
RAW data JPR
AA 1 batch CDF
MT2602.CDF
RAW data JPR
AA 1 batch CDF
MT2603.CDF
RAW data JPR
AA 1 batch CDF
MT2604.CDF
RAW data JPR
AA 1 batch CDF
MT2605.CDF
RAW data JPR
AA 1 batch CDF
MT2606.CDF
RAW data JPR
AA 1 batch CDF
MT2607.CDF
RAW data JPR
AA 1 batch CDF
MT2608.CDF
RAW data JPR
AA 1 batch CDF
MT2609.CDF
RAW data JPR
AA 1 batch CDF
MT2610.CDF
RAW data JPR
AA 1 batch CDF
MT2701.CDF
RAW data JPR
AA 1 batch CDF
MT2702.CDF
RAW data JPR
AA 1 batch CDF
MT2703.CDF
RAW data JPR
AA 1 batch CDF
MT2704.CDF
RAW data JPR
AA 1 batch CDF
MT2705.CDF
RAW data JPR
AA 1 batch CDF
MT2706.CDF
RAW data JPR
AA 1 batch CDF
MT2707.CDF
RAW data JPR
AA 1 batch CDF
MT2708.CDF
RAW data JPR
AA 1 batch CDF
MT2709.CDF
RAW data JPR
AA 1 batch CDF
MT2710.CDF
RAW data JPR
AA 1 batch CDF
MT2801.CDF
RAW data JPR
AA 1 batch CDF
MT2802.CDF
RAW data JPR
AA 1 batch CDF
MT2803.CDF
RAW data JPR
AA 1 batch CDF
MT2804.CDF
RAW data JPR
AA 1 batch CDF
MT2805.CDF
RAW data JPR
AA 1 batch CDF
MT2806.CDF
RAW data JPR
AA 1 batch CDF
MT2807.CDF
RAW data JPR
AA 1 batch CDF
MT2808.CDF
RAW data JPR
AA 1 batch CDF
MT2809.CDF
RAW data JPR
AA 1 batch CDF
MT2810.CDF
RAW data JPR
AA 1 batch CDF
MT2901.CDF
RAW data JPR
AA 1 batch CDF
MT2902.CDF
RAW data JPR
AA 1 batch CDF
MT2903.CDF
RAW data JPR
AA 1 batch CDF
MT2904.CDF
RAW data JPR
AA 1 batch CDF
MT2905.CDF
RAW data JPR
AA 1 batch CDF
MT2906.CDF
RAW data JPR
AA 1 batch CDF
MT2907.CDF
RAW data JPR
AA 1 batch CDF
MT2908.CDF
RAW data JPR
AA 1 batch CDF
MT2909.CDF
RAW data JPR
AA 1 batch CDF
MT2910.CDF
RAW data JPR
AA 1 batch CDF
MT3001.CDF
RAW data JPR
AA 1 batch CDF
MT3002.CDF
RAW data JPR
AA 1 batch CDF
MT3003.CDF
RAW data JPR
AA 1 batch CDF
MT3004.CDF
RAW data JPR
AA 1 batch CDF
MT3005.CDF
RAW data JPR
AA 1 batch CDF
MT3006.CDF
RAW data JPR
AA 1 batch CDF
MT3007.CDF
RAW data JPR
AA 1 batch CDF
MT3008.CDF
RAW data JPR
AA 1 batch CDF
MT3009.CDF
RAW data JPR
AA 1 batch CDF
MT3010.CDF
RAW data JPR
AA 1 batch CDF
MT3101.CDF
RAW data JPR
AA 1 batch CDF
MT3102.CDF
RAW data JPR
AA 1 batch CDF
MT3103.CDF
RAW data JPR
AA 1 batch CDF
MT3104.CDF
RAW data JPR
AA 1 batch CDF
MT3105.CDF
RAW data JPR
AA 1 batch CDF
MT3106.CDF
RAW data JPR
AA 1 batch CDF
MT3107.CDF
RAW data JPR
AA 1 batch CDF
MT3108.CDF
RAW data JPR
AA 1 batch CDF
MT3109.CDF
RAW data JPR
AA 1 batch CDF
MT3110.CDF
RAW data JPR
AA 1 batch CDF
MT3201.CDF
RAW data JPR
AA 1 batch CDF
MT3202.CDF
RAW data JPR
AA 1 batch CDF
MT3203.CDF
RAW data JPR
AA 1 batch CDF
MT3204.CDF
RAW data JPR
AA 1 batch CDF
MT3205.CDF
RAW data JPR
AA 1 batch CDF
MT3206.CDF
RAW data JPR
AA 1 batch CDF
MT3207.CDF
RAW data JPR
AA 1 batch CDF
MT3208.CDF
RAW data JPR
AA 1 batch CDF
MT3209.CDF
RAW data JPR
AA 1 batch CDF
MT3210.CDF
RAW data JPR
AA 1 batch CDF
MT32101.CDF
RAW data JPR
AA 1 batch CDF
MT32102.CDF
RAW data JPR
AA 1 batch CDF
MT32103.CDF
RAW data JPR
AA 1 batch CDF
MT32104.CDF
RAW data JPR
AA 1 batch CDF
MT32105.CDF
RAW data JPR
AA 1 batch CDF
MT32106.CDF
RAW data JPR
AA 1 batch CDF
MT32107.CDF
RAW data JPR
AA 1 batch CDF
MT32108.CDF
RAW data JPR
AA 1 batch CDF
MT32109.CDF
RAW data JPR
AA 1 batch CDF
MT32110.CDF
RAW data JPR
AA 1 batch CDF
MT3301.CDF
RAW data JPR
AA 1 batch CDF
MT3302.CDF
RAW data JPR
AA 1 batch CDF
MT3303.CDF
RAW data JPR
AA 1 batch CDF
MT3304.CDF
RAW data JPR
AA 1 batch CDF
MT3305.CDF
RAW data JPR
AA 1 batch CDF
MT3306.CDF
RAW data JPR
AA 1 batch CDF
MT3307.CDF
RAW data JPR
AA 1 batch CDF
MT3308.CDF
RAW data JPR
AA 1 batch CDF
MT3309.CDF
RAW data JPR
AA 1 batch CDF
MT3310.CDF
RAW data JPR
AA 1 batch CDF
MT3401.CDF
RAW data JPR
AA 1 batch CDF
MT3402.CDF
RAW data JPR
AA 1 batch CDF
MT3403.CDF
RAW data JPR
AA 1 batch CDF
MT3404.CDF
RAW data JPR
AA 1 batch CDF
MT3405.CDF
RAW data JPR
AA 1 batch CDF
MT3406.CDF
RAW data JPR
AA 1 batch CDF
MT3407.CDF
RAW data JPR
AA 1 batch CDF
MT3408.CDF
RAW data JPR
AA 1 batch CDF
MT3409.CDF
RAW data JPR
AA 1 batch CDF
MT3410.CDF
RAW data JPR
AA 1 batch CDF
MT3501.CDF
RAW data JPR
AA 1 batch CDF
MT3502.CDF
RAW data JPR
AA 1 batch CDF
MT3503.CDF
RAW data JPR
AA 1 batch CDF
MT3504.CDF
RAW data JPR
AA 1 batch CDF
MT3505.CDF
RAW data JPR
AA 1 batch CDF
MT3506.CDF
RAW data JPR
AA 1 batch CDF
MT3507.CDF
RAW data JPR
AA 1 batch CDF
MT3508.CDF
RAW data JPR
AA 1 batch CDF
MT3509.CDF
RAW data JPR
AA 1 batch CDF
MT3510.CDF
RAW data JPR
AA 1 batch CDF
MT3601.CDF
RAW data JPR
AA 1 batch CDF
MT3602.CDF
RAW data JPR
AA 1 batch CDF
MT3603.CDF
RAW data JPR
AA 1 batch CDF
MT3604.CDF
RAW data JPR
AA 1 batch CDF
MT3605.CDF
RAW data JPR
AA 1 batch CDF
MT3606.CDF
RAW data JPR
AA 1 batch CDF
MT3607.CDF
RAW data JPR
AA 1 batch CDF
MT3608.CDF
RAW data JPR
AA 1 batch CDF
MT3609.CDF
RAW data JPR
AA 1 batch CDF
MT3610.CDF
RAW data JPR
AA 1 batch CDF
MT3801.CDF
RAW data JPR
AA 1 batch CDF
MT3802.CDF
RAW data JPR
AA 1 batch CDF
MT3803.CDF
RAW data JPR
AA 1 batch CDF
MT3804.CDF
RAW data JPR
AA 1 batch CDF
MT3805.CDF
RAW data JPR
AA 1 batch CDF
MT3806.CDF
RAW data JPR
AA 1 batch CDF
MT3807.CDF
RAW data JPR
AA 1 batch CDF
MT3808.CDF
RAW data JPR
AA 1 batch CDF
MT3809.CDF
RAW data JPR
AA 1 batch CDF
MT3810.CDF
RAW data JPR
AA 1 batch CDF
MT3901.CDF
RAW data JPR
AA 1 batch CDF
MT3902.CDF
RAW data JPR
AA 1 batch CDF
MT3903.CDF
RAW data JPR
AA 1 batch CDF
MT3904.CDF
RAW data JPR
AA 1 batch CDF
MT3905.CDF
RAW data JPR
AA 1 batch CDF
MT3906.CDF
RAW data JPR
AA 1 batch CDF
MT3907.CDF
RAW data JPR
AA 1 batch CDF
MT3908.CDF
RAW data JPR
AA 1 batch CDF
MT3909.CDF
RAW data JPR
AA 1 batch CDF
MT3910.CDF
RAW data JPR
AA 1 batch CDF
MT4001.CDF
RAW data JPR
AA 1 batch CDF
MT4002.CDF
RAW data JPR
AA 1 batch CDF
MT4003.CDF
RAW data JPR
AA 1 batch CDF
MT4004.CDF
RAW data JPR
AA 1 batch CDF
MT4005.CDF
RAW data JPR
AA 1 batch CDF
MT4006.CDF
RAW data JPR
AA 1 batch CDF
MT4007.CDF
RAW data JPR
AA 1 batch CDF
MT4008.CDF
RAW data JPR
AA 1 batch CDF
MT4009.CDF
RAW data JPR
AA 1 batch CDF
MT4010.CDF
RAW data JPR
AA 1 batch CDF
MT4101.CDF
RAW data JPR
AA 1 batch CDF
MT4102.CDF
RAW data JPR
AA 1 batch CDF
MT4103.CDF
RAW data JPR
AA 1 batch CDF
MT4104.CDF
RAW data JPR
AA 1 batch CDF
MT4105.CDF
RAW data JPR
AA 1 batch CDF
MT4106.CDF
RAW data JPR
AA 1 batch CDF
MT4107.CDF
RAW data JPR
AA 1 batch CDF
MT4108.CDF
RAW data JPR
AA 1 batch CDF
MT4109.CDF
RAW data JPR
AA 1 batch CDF
MT4110.CDF
RAW data JPR
AA 1 batch CDF
MT4201.CDF
RAW data JPR
AA 1 batch CDF
MT4202.CDF
RAW data JPR
AA 1 batch CDF
MT4203.CDF
RAW data JPR
AA 1 batch CDF
MT4204.CDF
RAW data JPR
AA 1 batch CDF
MT4205.CDF
RAW data JPR
AA 1 batch CDF
MT4206.CDF
RAW data JPR
AA 1 batch CDF
MT4207.CDF
RAW data JPR
AA 1 batch CDF
MT4208.CDF
RAW data JPR
AA 1 batch CDF
MT4209.CDF
RAW data JPR
AA 1 batch CDF
MT4210.CDF
RAW data JPR
AA 1 batch CDF
MT4301.CDF
RAW data JPR
AA 1 batch CDF
MT4302.CDF
RAW data JPR
AA 1 batch CDF
MT4303.CDF
RAW data JPR
AA 1 batch CDF
MT4304.CDF
RAW data JPR
AA 1 batch CDF
MT4305.CDF
RAW data JPR
AA 1 batch CDF
MT4306.CDF
RAW data JPR
AA 1 batch CDF
MT4307.CDF
RAW data JPR
AA 1 batch CDF
MT4308.CDF
RAW data JPR
AA 1 batch CDF
MT4309.CDF
RAW data JPR
AA 1 batch CDF
MT4310.CDF
RAW data JPR
AA 1 batch CDF
MT4401.CDF
RAW data JPR
AA 1 batch CDF
MT4402.CDF
RAW data JPR
AA 1 batch CDF
MT4403.CDF
RAW data JPR
AA 1 batch CDF
MT4404.CDF
RAW data JPR
AA 1 batch CDF
MT4405.CDF
RAW data JPR
AA 1 batch CDF
MT4406.CDF
RAW data JPR
AA 1 batch CDF
MT4407.CDF
RAW data JPR
AA 1 batch CDF
MT4408.CDF
RAW data JPR
AA 1 batch CDF
MT4409.CDF
RAW data JPR
AA 1 batch CDF
MT4410.CDF
RAW data JPR
AA 1 batch CDF
MT4501.CDF
RAW data JPR
AA 1 batch CDF
MT4502.CDF
RAW data JPR
AA 1 batch CDF
MT4503.CDF
RAW data JPR
AA 1 batch CDF
MT4504.CDF
RAW data JPR
AA 1 batch CDF
MT4505.CDF
RAW data JPR
AA 1 batch CDF
MT4506.CDF
RAW data JPR
AA 1 batch CDF
MT4507.CDF
RAW data JPR
AA 1 batch CDF
MT4508.CDF
RAW data JPR
AA 1 batch CDF
MT4509.CDF
RAW data JPR
AA 1 batch CDF
MT4510.CDF
RAW data JPR
AA 1 batch CDF
MT4901.CDF
RAW data JPR
AA 1 batch CDF
MT4902.CDF
RAW data JPR
AA 1 batch CDF
MT4903.CDF
RAW data JPR
AA 1 batch CDF
MT4904.CDF
RAW data JPR
AA 1 batch CDF
MT4905.CDF
RAW data JPR
AA 1 batch CDF
MT4906.CDF
RAW data JPR
AA 1 batch CDF
MT4907.CDF
RAW data JPR
AA 1 batch CDF
MT4908.CDF
RAW data JPR
AA 1 batch CDF
MT4909.CDF
RAW data JPR
AA 1 batch CDF
MT4910.CDF
RAW data JPR
AA 1 batch CDF
MT5001.CDF
RAW data JPR
AA 1 batch CDF
MT5002.CDF
RAW data JPR
AA 1 batch CDF
MT5003.CDF
RAW data JPR
AA 1 batch CDF
MT5004.CDF
RAW data JPR
AA 1 batch CDF
MT5005.CDF
RAW data JPR
AA 1 batch CDF
MT5006.CDF
RAW data JPR
AA 1 batch CDF
MT5007.CDF
RAW data JPR
AA 1 batch CDF
MT5008.CDF
RAW data JPR
AA 1 batch CDF
MT5009.CDF
RAW data JPR
AA 1 batch CDF
MT5010.CDF
RAW data JPR
AA 1 batch CDF
MT5101.CDF
RAW data JPR
AA 1 batch CDF
MT5102.CDF
RAW data JPR
AA 1 batch CDF
MT5103.CDF
RAW data JPR
AA 1 batch CDF
MT5104.CDF
RAW data JPR
AA 1 batch CDF
MT5105.CDF
RAW data JPR
AA 1 batch CDF
MT5106.CDF
RAW data JPR
AA 1 batch CDF
MT5107.CDF
RAW data JPR
AA 1 batch CDF
MT5108.CDF
RAW data JPR
AA 1 batch CDF
MT5109.CDF
RAW data JPR
AA 1 batch CDF
MT5110.CDF
RAW data JPR
AA 1 batch CDF
MT5201.CDF
RAW data JPR
AA 1 batch CDF
MT5202.CDF
RAW data JPR
AA 1 batch CDF
MT5203.CDF
RAW data JPR
AA 1 batch CDF
MT5204.CDF
RAW data JPR
AA 1 batch CDF
MT5205.CDF
RAW data JPR
AA 1 batch CDF
MT5206.CDF
RAW data JPR
AA 1 batch CDF
MT5207.CDF
RAW data JPR
AA 1 batch CDF
MT5208.CDF
RAW data JPR
AA 1 batch CDF
MT5209.CDF
RAW data JPR
AA 1 batch CDF
MT5210.CDF
RAW data JPR
AA 1 batch CDF
MT5301.CDF
RAW data JPR
AA 1 batch CDF
MT5302.CDF
RAW data JPR
AA 1 batch CDF
MT5303.CDF
RAW data JPR
AA 1 batch CDF
MT5304.CDF
RAW data JPR
AA 1 batch CDF
MT5305.CDF
RAW data JPR
AA 1 batch CDF
MT5306.CDF
RAW data JPR
AA 1 batch CDF
MT5307.CDF
RAW data JPR
AA 1 batch CDF
MT5308.CDF
RAW data JPR
AA 1 batch CDF
MT5309.CDF
RAW data JPR
AA 1 batch CDF
MT5310.CDF
RAW data JPR
AA 1 batch CDF
MT5401.CDF
RAW data JPR
AA 1 batch CDF
MT5402.CDF
RAW data JPR
AA 1 batch CDF
MT5403.CDF
RAW data JPR
AA 1 batch CDF
MT5404.CDF
RAW data JPR
AA 1 batch CDF
MT5405.CDF
RAW data JPR
AA 1 batch CDF
MT5406.CDF
RAW data JPR
AA 1 batch CDF
MT5407.CDF
RAW data JPR
AA 1 batch CDF
MT5408.CDF
RAW data JPR
AA 1 batch CDF
MT5409.CDF
RAW data JPR
AA 1 batch CDF
MT5410.CDF
RAW data JPR
AA 2 batch CDF
MT5501.CDF
RAW data JPR
AA 2 batch CDF
MT5502.CDF
RAW data JPR
AA 2 batch CDF
MT5503.CDF
RAW data JPR
AA 2 batch CDF
MT5504.CDF
RAW data JPR
AA 2 batch CDF
MT5505.CDF
RAW data JPR
AA 2 batch CDF
MT5506.CDF
RAW data JPR
AA 2 batch CDF
MT5507.CDF
RAW data JPR
AA 2 batch CDF
MT5508.CDF
RAW data JPR
AA 2 batch CDF
MT5509.CDF
RAW data JPR
AA 2 batch CDF
MT5510.CDF
RAW data JPR
AA 2 batch CDF
MT5601.CDF
RAW data JPR
AA 2 batch CDF
MT5602.CDF
RAW data JPR
AA 2 batch CDF
MT5603.CDF
RAW data JPR
AA 2 batch CDF
MT5604.CDF
RAW data JPR
AA 2 batch CDF
MT5605.CDF
RAW data JPR
AA 2 batch CDF
MT5606.CDF
RAW data JPR
AA 2 batch CDF
MT5607.CDF
RAW data JPR
AA 2 batch CDF
MT5608.CDF
RAW data JPR
AA 2 batch CDF
MT5609.CDF
RAW data JPR
AA 2 batch CDF
MT5610.CDF
RAW data JPR
AA 2 batch CDF
MT5701.CDF
RAW data JPR
AA 2 batch CDF
MT5702.CDF
RAW data JPR
AA 2 batch CDF
MT5703.CDF
RAW data JPR
AA 2 batch CDF
MT5704.CDF
RAW data JPR
AA 2 batch CDF
MT5705.CDF
RAW data JPR
AA 2 batch CDF
MT5706.CDF
RAW data JPR
AA 2 batch CDF
MT5707.CDF
RAW data JPR
AA 2 batch CDF
MT5708.CDF
RAW data JPR
AA 2 batch CDF
MT5709.CDF
RAW data JPR
AA 2 batch CDF
MT5710.CDF
RAW data JPR
AA 2 batch CDF
MT5801.CDF
RAW data JPR
AA 2 batch CDF
MT5802.CDF
RAW data JPR
AA 2 batch CDF
MT5803.CDF
RAW data JPR
AA 2 batch CDF
MT5804.CDF
RAW data JPR
AA 2 batch CDF
MT5805.CDF
RAW data JPR
AA 2 batch CDF
MT5806.CDF
RAW data JPR
AA 2 batch CDF
MT5807.CDF
RAW data JPR
AA 2 batch CDF
MT5808.CDF
RAW data JPR
AA 2 batch CDF
MT5809.CDF
RAW data JPR
AA 2 batch CDF
MT5810.CDF
RAW data JPR
AA 2 batch CDF
MT5901.CDF
RAW data JPR
AA 2 batch CDF
MT5902.CDF
RAW data JPR
AA 2 batch CDF
MT5903.CDF
RAW data JPR
AA 2 batch CDF
MT5904.CDF
RAW data JPR
AA 2 batch CDF
MT5905.CDF
RAW data JPR
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|██▉       | 932/3150 [54:44<1:27:19,  2.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|██▉       | 933/3150 [54:46<1:29:46,  2.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|██▉       | 935/3150 [54:49<1:17:38,  2.10s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|██▉       | 938/3150 [54:53<1:01:28,  1.67s/it]
AA 2 batch CDF
MT5906.CDF
RAW data JPR
AA 2 batch CDF
MT5907.CDF
RAW data JPR
AA 2 batch CDF
MT5908.CDF
RAW data JPR
AA 2 batch CDF
MT5909.CDF
RAW data JPR
AA 2 batch CDF
MT5910.CDF
RAW data JPR
AA 2 batch CDF
MT6001.CDF
RAW data JPR
AA 2 batch CDF
MT6002.CDF
RAW data JPR
AA 2 batch CDF
MT6003.CDF
RAW data JPR
AA 2 batch CDF
MT6004.CDF
RAW data JPR
AA 2 batch CDF
MT6005.CDF
RAW data JPR
AA 2 batch CDF
MT6006.CDF
RAW data JPR
AA 2 batch CDF
MT6007.CDF
RAW data JPR
AA 2 batch CDF
MT6008.CDF
RAW data JPR
AA 2 batch CDF
MT6009.CDF
RAW data JPR
AA 2 batch CDF
MT6010.CDF
RAW data JPR
AA 2 batch CDF
MT6101.CDF
RAW data JPR
AA 2 batch CDF
MT6102.CDF
RAW data JPR
AA 2 batch CDF
MT6103.CDF
RAW data JPR
AA 2 batch CDF
MT6104.CDF
RAW data JPR
AA 2 batch CDF
MT6105.CDF
RAW data JPR
AA 2 batch CDF
MT6106.CDF
RAW data JPR
AA 2 batch CDF
MT6107.CDF
RAW data JPR
AA 2 batch CDF
MT6108.CDF
RAW data JPR
AA 2 batch CDF
MT6109.CDF
RAW data JPR
AA 2 batch CDF
MT6110.CDF
RAW data JPR
AA 2 batch CDF
MT6201.CDF
RAW data JPR
AA 2 batch CDF
MT6202.CDF
RAW data JPR
AA 2 batch CDF
MT6203.CDF
RAW data JPR
AA 2 batch CDF
MT6204.CDF
RAW data JPR
AA 2 batch CDF
MT6205.CDF
RAW data JPR
AA 2 batch CDF
MT6206.CDF
RAW data JPR
AA 2 batch CDF
MT6207.CDF
RAW data JPR
AA 2 batch CDF
MT6208.CDF
RAW data JPR
AA 2 batch CDF
MT6209.CDF
RAW data JPR
AA 2 batch CDF
MT6210.CDF
RAW data JPR
AA 2 batch CDF
MT6301.CDF
RAW data JPR
AA 2 batch CDF
MT6302.CDF
RAW data JPR
AA 2 batch CDF
MT6303.CDF
RAW data JPR
AA 2 batch CDF
MT6304.CDF
RAW data JPR
AA 2 batch CDF
MT6305.CDF
RAW data JPR
AA 2 batch CDF
MT6306.CDF
RAW data JPR
AA 2 batch CDF
MT6307.CDF
RAW data JPR
AA 2 batch CDF
MT6308.CDF
RAW data JPR
AA 2 batch CDF
MT6309.CDF
RAW data JPR
AA 2 batch CDF
MT6310.CDF
RAW data JPR
AA 2 batch CDF
MT6401.CDF
RAW data JPR
AA 2 batch CDF
MT6402.CDF
RAW data JPR
AA 2 batch CDF
MT6403.CDF
RAW data JPR
AA 2 batch CDF
MT6404.CDF
RAW data JPR
AA 2 batch CDF
MT6405.CDF
RAW data JPR
AA 2 batch CDF
MT6406.CDF
RAW data JPR
AA 2 batch CDF
MT6407.CDF
RAW data JPR
AA 2 batch CDF
MT6408.CDF
RAW data JPR
AA 2 batch CDF
MT6409.CDF
RAW data JPR
AA 2 batch CDF
MT6410.CDF
RAW data JPR
AA 2 batch CDF
MT6501.CDF
RAW data JPR
AA 2 batch CDF
MT6502.CDF
RAW data JPR
AA 2 batch CDF
MT6503.CDF
RAW data JPR
AA 2 batch CDF
MT6504.CDF
RAW data JPR
AA 2 batch CDF
MT6505.CDF
RAW data JPR
AA 2 batch CDF
MT6506.CDF
RAW data JPR
AA 2 batch CDF
MT6507.CDF
RAW data JPR
AA 2 batch CDF
MT6508.CDF
RAW data JPR
AA 2 batch CDF
MT6509.CDF
RAW data JPR
AA 2 batch CDF
MT6510.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 480 rows!
Extracted information for 480 samples.
Processing  ST001860
Initiating REDU-table generation for AN003015
Rest length is 9
raw file key found.
Initiating REDU-table generation for AN003016
Rest length is 9
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KG_1.mzXML
KG_2.mzXML
KG_3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST001835
No raw data detected. Ignoring ST001835
Processing  ST001878
Initiating REDU-table generation for AN003081
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN003082
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
bdivrou_mero
bdivrou_mero_1_met_1.mzML
bdivrou_mero
bdivrou_mero_1_met_2.mzML
bdivrou_mero
bdivrou_mero_2_met_1.mzML
bdivrou_mero
bdivrou_mero_2_met_2.mzML
bdivrou_mero
bdivrou_mero_3_met_1.mzML
bdivrou_mero
bdivrou_mero_3_met_2.mzML
bdivrou_mero
bdivrou_mero_4_met_1.mzML
bdivrou_mero
bdivrou_mero_4_met_2.mzML
bdivrou_mero
bdivrou_mero_5_met_1.mzML
bdivrou_mero
bdivrou_mero_5_met_2.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000301
No raw data detected. Ignoring ST000301
Processing  ST000332
No raw data detected. Ignoring ST000332
Processing  ST001723
Initiating REDU-table generation for AN002807
Rest length is 95
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Plasma_pos_exp
Plasma_pos_100.mzXML
Plasma_pos_exp
Plasma_pos_101.mzXML
Plasma_pos_exp
Plasma_pos_102.mzXML
Plasma_pos_exp
Plasma_pos_103.mzXML
Plasma_pos_exp
Plasma_pos_104.mzXML
Plasma_pos_exp
Plasma_pos_105.mzXML
Plasma_pos_exp
Plasma_pos_107.mzXML
Plasma_pos_exp
Plasma_pos_108.mzXML
Plasma_pos_exp
Plasma_pos_21.mzXML
Plasma_pos_exp
Plasma_pos_22.mzXML
Plasma_pos_exp
Plasma_pos_23.mzXML
Plasma_pos_exp
Plasma_pos_24.mzXML
Plasma_pos_exp
Plasma_pos_25.mzXML
Plasma_pos_exp
Plasma_pos_26.mzXML
Plasma_pos_exp
Plasma_pos_27.mzXML
Plasma_pos_exp
Plasma_pos_28.mzXML
Plasma_pos_exp
Plasma_pos_29.mzXML
Plasma_pos_exp
Plasma_pos_30.mzXML
Plasma_pos_exp
Plasma_pos_31.mzXML
Plasma_pos_exp
Plasma_pos_32.mzXML
Plasma_pos_exp
Plasma_pos_33.mzXML
Plasma_pos_exp
Plasma_pos_34.mzXML
Plasma_pos_exp
Plasma_pos_35.mzXML
Plasma_pos_exp
Plasma_pos_36.mzXML
Plasma_pos_exp
Plasma_pos_37.mzXML
Plasma_pos_exp
Plasma_pos_38.mzXML
Plasma_pos_exp
Plasma_pos_39.mzXML
Plasma_pos_exp
Plasma_pos_40.mzXML
Plasma_pos_exp
Plasma_pos_41.mzXML
Plasma_pos_exp
Plasma_pos_42.mzXML
Plasma_pos_exp
Plasma_pos_43.mzXML
Plasma_pos_exp
Plasma_pos_44.mzXML
Plasma_pos_exp
Plasma_pos_45.mzXML
Plasma_pos_exp
Plasma_pos_46.mzXML
Plasma_pos_exp
Plasma_pos_47.mzXML
Plasma_pos_exp
Plasma_pos_48.mzXML
Plasma_pos_exp
Plasma_pos_49.mzXML
Plasma_pos_exp
Plasma_pos_50.mzXML
Plasma_pos_exp
Plasma_pos_51.mzXML
Plasma_pos_exp
Plasma_pos_52.mzXML
Plasma_pos_exp
Plasma_pos_53.mzXML
Plasma_pos_exp
Plasma_pos_54.mzXML
Plasma_pos_exp
Plasma_pos_55.mzXML
Plasma_pos_exp
Plasma_pos_56.mzXML
Plasma_pos_exp
Plasma_pos_57.mzXML
Plasma_pos_exp
Plasma_pos_58.mzXML
Plasma_pos_exp
Plasma_pos_59.mzXML
Plasma_pos_exp
Plasma_pos_60.mzXML
Plasma_pos_exp
Plasma_pos_81.mzXML
Plasma_pos_exp
Plasma_pos_82.mzXML
Plasma_pos_exp
Plasma_pos_83.mzXML
Plasma_pos_exp
Plasma_pos_84.mzXML
Plasma_pos_exp
Plasma_pos_85.mzXML
Plasma_pos_exp
Plasma_pos_86.mzXML
Plasma_pos_exp
Plasma_pos_87.mzXML
Plasma_pos_exp
Plasma_pos_88.mzXML
Plasma_pos_exp
Plasma_pos_89.mzXML
Plasma_pos_exp
Plasma_pos_90.mzXML
Plasma_pos_exp
Plasma_pos_91.mzXML
Plasma_pos_exp
Plasma_pos_92.mzXML
Plasma_pos_exp
Plasma_pos_93.mzXML
Plasma_pos_exp
Plasma_pos_94.mzXML
Plasma_pos_exp
Plasma_pos_95.mzXML
Plasma_pos_exp
Plasma_pos_96.mzXML
Plasma_pos_exp
Plasma_pos_97.mzXML
Plasma_pos_exp
Plasma_pos_98.mzXML
Plasma_pos_exp
Plasma_pos_99.mzXML
Plasma_pos_exp
QC-1_pos_1.mzXML
Plasma_pos_exp
QC-1_pos_1a.mzXML
Plasma_pos_exp
QC-1_pos_2.mzXML
Plasma_pos_exp
QC-1_pos_2a.mzXML
Plasma_pos_exp
QC-1_pos_3.mzXML
Plasma_pos_exp
QC-1_pos_3a.mzXML
Plasma_pos_exp
QC-1_pos_4a.mzXML
Plasma_pos_exp
QC-2_pos_1.mzXML
Plasma_pos_exp
QC-2_pos_1a.mzXML
Plasma_pos_exp
QC-2_pos_2.mzXML
Plasma_pos_exp
QC-2_pos_2a.mzXML
Plasma_pos_exp
QC-2_pos_3.mzXML
Plasma_pos_exp
QC-2_pos_3a.mzXML
Plasma_pos_exp
QC-2_pos_4a.mzXML
Plasma_pos_exp
QC-3_pos_1.mzXML
Plasma_pos_exp
QC-3_pos_1a.mzXML
Plasma_pos_exp
QC-3_pos_2.mzXML
Plasma_pos_exp
QC-3_pos_2a.mzXML
Plasma_pos_exp
QC-3_pos_3.mzXML
Plasma_pos_exp
QC-3_pos_3a.mzXML
Plasma_pos_exp
QC-3_pos_4a.mzXML
Plasma_pos_exp
QC-4_pos_1.mzXML
Plasma_pos_exp
QC-4_pos_1a.mzXML
Plasma_pos_exp
QC-4_pos_2.mzXML
Plasma_pos_exp
QC-4_pos_2a.mzXML
Plasma_pos_exp
QC-4_pos_3.mzXML
Plasma_pos_exp
QC-4_pos_3a.mzXML
Plasma_pos_exp
QC-4_pos_4a.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 95 rows!
Extracted information for 95 samples.
Processing  ST002402
No raw data detected. Ignoring ST002402
Processing  ST001134
Initiating REDU-table generation for AN001859
Rest length is 55
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/55 [00:00<?, ?it/s]

Mapping potential matches:  69%|██████▉   | 38/55 [00:00<00:00, 376.95it/s]
Mapping potential matches: 100%|██████████| 55/55 [00:00<00:00, 376.37it/s]

 30%|██▉       | 940/3150 [54:53<47:12,  1.28s/it]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000583
Initiating REDU-table generation for AN000894
Rest length is 61
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/61 [00:00<?, ?it/s]

Mapping potential matches:  20%|█▉        | 12/61 [00:00<00:00, 114.70it/s]

Mapping potential matches:  39%|███▉      | 24/61 [00:00<00:00, 113.81it/s]

Mapping potential matches:  59%|█████▉    | 36/61 [00:00<00:00, 115.33it/s]

Mapping potential matches:  79%|███████▊  | 48/61 [00:00<00:00, 115.95it/s]

Mapping potential matches:  98%|█████████▊| 60/61 [00:00<00:00, 116.33it/s]
Mapping potential matches: 100%|██████████| 61/61 [00:00<00:00, 115.74it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000895
Rest length is 61
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/61 [00:00<?, ?it/s]

Mapping potential matches:  20%|█▉        | 12/61 [00:00<00:00, 113.80it/s]

Mapping potential matches:  39%|███▉      | 24/61 [00:00<00:00, 113.62it/s]

Mapping potential matches:  59%|█████▉    | 36/61 [00:00<00:00, 113.91it/s]

Mapping potential matches:  79%|███████▊  | 48/61 [00:00<00:00, 114.14it/s]

Mapping potential matches:  98%|█████████▊| 60/61 [00:00<00:00, 114.32it/s]
Mapping potential matches: 100%|██████████| 61/61 [00:00<00:00, 114.09it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_10[G2_10]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_11[G3_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_12[G3_7]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_12[G3_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_13[G3_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_14[G3_9]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_15[G3_10]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_16[G4_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_17[G4_7]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_17[G4_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_18[G4_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_19[G4_9]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_1[G1_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_20[G4_10]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_21[G5_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_22[G5_7]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_22[G5_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_23[G5_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_24[G5_9]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_25[G5_10]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_26[G6_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_27[G6_7]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_27[G6_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_28[G6_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_29[G6_9]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_2[G1_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_30[G6_10]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_31[G7_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_32[G7_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_33[G7_8]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_33[G7_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_34[G7_9]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_35[G7_10]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_36[G8_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_37[G8_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_38[G8_8]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_38[G8_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_39[G8_9]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_3[G1_8]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_3[G1_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_40[G8_10]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_41[G9_6]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_41[G9_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_42[G9_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_43[G10_6]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_43[G10_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_44[G10_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_45[G11_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_46[G12_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_47[G13_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_48[G13_7]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_48[G13_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_49[G13_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_4[G1_9]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_50[G13_9]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_51[G14_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_52[G14_7]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_52[G14_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_53[G14_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_54[G14_9]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_55[G14_10]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_56[G15_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_57[G15_7]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_57[G15_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_58[G15_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_59[G16_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_5[G1_10]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_60[G16_7]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_60[G16_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_61[G16_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_6[G2_6]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_7[G2_7]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_8[G2_8]n-dd.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_8[G2_8]n.mzML
Nascimento
Raw data
NEG
QE2_jdg_37_Nascimento_9[G2_9]n.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_10[G2_10]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_11[G3_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_12[G3_7]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_12[G3_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_13[G3_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_14[G3_9]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_15[G3_10]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_16[G4_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_17[G4_7]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_17[G4_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_18[G4_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_19[G4_9]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_1[G1_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_20[G4_10]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_21[G5_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_22[G5_7]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_22[G5_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_23[G5_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_24[G5_9]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_25[G5_10]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_26[G6_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_27[G6_7]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_27[G6_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_28[G6_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_29[G6_9]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_2[G1_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_30[G6_10]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_31[G7_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_32[G7_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_33[G7_8]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_33[G7_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_34[G7_9]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_35[G7_10]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_36[G8_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_37[G8_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_38[G8_8]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_38[G8_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_39[G8_9]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_3[G1_8]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_3[G1_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_40[G8_10]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_41[G9_6]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_41[G9_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_42[G9_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_43[G10_6]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_43[G10_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_44[G10_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_45[G11_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_46[G12_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_47[G13_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_48[G13_7]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_48[G13_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_49[G13_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_4[G1_9]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_50[G13_9]p.mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|██▉       | 941/3150 [54:58<1:08:21,  1.86s/it]
 30%|██▉       | 944/3150 [54:58<40:08,  1.09s/it]  
 30%|███       | 948/3150 [54:58<23:09,  1.58it/s]
 30%|███       | 948/3150 [55:12<23:09,  1.58it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|███       | 951/3150 [56:41<6:59:45, 11.45s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|███       | 953/3150 [56:44<5:34:35,  9.14s/it]
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_51[G14_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_52[G14_7]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_52[G14_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_53[G14_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_54[G14_9]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_55[G14_10]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_56[G15_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_57[G15_7]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_57[G15_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_58[G15_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_59[G16_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_5[G1_10]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_60[G16_7]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_60[G16_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_61[G16_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_6[G2_6]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_7[G2_7]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_8[G2_8]p-dd.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_8[G2_8]p.mzML
Nascimento
Raw data
POS
QE2_jdg_37_Nascimento_9[G2_9]p.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 150 rows!
Extracted information for 150 samples.
Processing  ST000673
No raw data detected. Ignoring ST000673
Processing  ST001737
No raw data detected. Ignoring ST001737
Processing  ST002425
No raw data detected. Ignoring ST002425
Processing  ST001615
No raw data detected. Ignoring ST001615
Processing  ST000505
No raw data detected. Ignoring ST000505
Processing  ST000432
No raw data detected. Ignoring ST000432
Processing  ST002007
Initiating REDU-table generation for AN003270
Did not receive valid mwTab json for AN003270!
Processing  ST003060
No raw data detected. Ignoring ST003060
Processing  ST000251
No raw data detected. Ignoring ST000251
Processing  ST003550
Initiating REDU-table generation for AN005835
Rest length is 60
raw file key found.
Initiating REDU-table generation for AN005836
Rest length is 60
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Astrocytes_13C6Lys_SP1.raw
Astrocytes_13C6Lys_SP2.raw
Astrocytes_13C6Lys_SP3.raw
Astrocytes_a15NLys_SP1.raw
Astrocytes_a15NLys_SP2.raw
Astrocytes_a15NLys_SP3.raw
Astrocytes_e15NLys_SP1.raw
Astrocytes_e15NLys_SP2.raw
Astrocytes_e15NLys_SP3.raw
Astrocytes_unlabeled_SP1.raw
Astrocytes_unlabeled_SP2.raw
Astrocytes_unlabeled_SP3.raw
HEK293_13C6Lys_1.raw
HEK293_13C6Lys_2.raw
HEK293_13C6Lys_3.raw
HEK293_a15NLys_1.raw
HEK293_a15NLys_2.raw
HEK293_a15NLys_3.raw
HEK293_e15NLys_1.raw
HEK293_e15NLys_2.raw
HEK293_e15NLys_3.raw
HEK293_sgALDH7A1_2_a15NLys_1.raw
HEK293_sgALDH7A1_2_a15NLys_2.raw
HEK293_sgALDH7A1_2_a15NLys_3.raw
HEK293_sgALDH7A1_2_unlabel_1.raw
HEK293_sgALDH7A1_2_unlabel_2.raw
HEK293_sgALDH7A1_2_unlabel_3.raw
HEK293_sgTom_a15NLys_1.raw
HEK293_sgTom_a15NLys_2.raw
HEK293_sgTom_a15NLys_3.raw
HEK293_sgTom_unlabel_1.raw
HEK293_sgTom_unlabel_2.raw
HEK293_sgTom_unlabel_3.raw
HEK293_unlabeled_1.raw
HEK293_unlabeled_2.raw
HEK293_unlabeled_3.raw
Het_C6_1_rerun2.raw
Het_C6_2.raw
Het_C6_3.raw
Het_Na_1.raw
Het_Na_2.raw
Het_Na_3.raw
Het_Ne2.raw
Het_Ne_1.raw
Het_Ne_3.raw
Het_Unlabelled_1.raw
Het_Unlabelled_2.raw
Het_Unlabelled_3.raw
Hom_C6_1.raw
Hom_C6_2.raw
Hom_C6_3.raw
Hom_Na_1.raw
Hom_Na_2.raw
Hom_Na_3.raw
Hom_Ne1.raw
Hom_Ne2.raw
Hom_Ne3.raw
Hom_Unlabelled_1.raw
Hom_Unlabelled_2.raw
Hom_Unlabelled_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 60
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST003311
No raw data detected. Ignoring ST003311
Processing  ST000098
Initiating REDU-table generation for AN000157
Rest length is 6
no raw file key found.
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN000158
Rest length is 6
no raw file key found.
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN000159
Rest length is 6
no raw file key found.
raw file key found.
found filename_raw to filename_base match
This is not an MS-analysis. Ignoring AN000160
This is not an MS-analysis. Ignoring AN000161
This is not an MS-analysis. Ignoring AN000162
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000098
MS
HSP_F10_ms2_neg.raw
ST000098
MS
HSP_F10_pos.raw
ST000098
MS
HSP_F9_ms2_neg.raw
ST000098
MS
HSP_F9_pos.raw
ST000098
MS
HSP_ms2_pos.raw
ST000098
MS
HSP_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002031
Initiating REDU-table generation for AN003301
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  40%|███▉      | 23/58 [00:00<00:00, 220.15it/s]

Mapping potential matches:  79%|███████▉  | 46/58 [00:00<00:00, 221.91it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 221.41it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003302
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  34%|███▍      | 20/58 [00:00<00:00, 198.23it/s]

Mapping potential matches:  72%|███████▏  | 42/58 [00:00<00:00, 205.89it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 204.28it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|███       | 954/3150 [56:48<5:07:57,  8.41s/it]
 30%|███       | 955/3150 [56:48<4:16:57,  7.02s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RBC_Data
AM4-1+.raw
RBC_Data
AM4-1-.raw
RBC_Data
AM4-10+.raw
RBC_Data
AM4-10-.raw
RBC_Data
AM4-11+.raw
RBC_Data
AM4-11-.raw
RBC_Data
AM4-12+.raw
RBC_Data
AM4-12-.raw
RBC_Data
AM4-13+.raw
RBC_Data
AM4-13-.raw
RBC_Data
AM4-14+.raw
RBC_Data
AM4-14-.raw
RBC_Data
AM4-15+.raw
RBC_Data
AM4-15-.raw
RBC_Data
AM4-16+.raw
RBC_Data
AM4-16-.raw
RBC_Data
AM4-17+.raw
RBC_Data
AM4-17-.raw
RBC_Data
AM4-18+.raw
RBC_Data
AM4-18-.raw
RBC_Data
AM4-19+.raw
RBC_Data
AM4-19-.raw
RBC_Data
AM4-2+.raw
RBC_Data
AM4-2-.raw
RBC_Data
AM4-20+.raw
RBC_Data
AM4-20-.raw
RBC_Data
AM4-21+.raw
RBC_Data
AM4-21-.raw
RBC_Data
AM4-22+.raw
RBC_Data
AM4-22-.raw
RBC_Data
AM4-23+.raw
RBC_Data
AM4-23-.raw
RBC_Data
AM4-24+.raw
RBC_Data
AM4-24-.raw
RBC_Data
AM4-25+.raw
RBC_Data
AM4-25-.raw
RBC_Data
AM4-26+.raw
RBC_Data
AM4-26-.raw
RBC_Data
AM4-27+.raw
RBC_Data
AM4-27-.raw
RBC_Data
AM4-28+.raw
RBC_Data
AM4-28-.raw
RBC_Data
AM4-29+.raw
RBC_Data
AM4-29-.raw
RBC_Data
AM4-3+.raw
RBC_Data
AM4-3-.raw
RBC_Data
AM4-30+.raw
RBC_Data
AM4-30-.raw
RBC_Data
AM4-31+.raw
RBC_Data
AM4-31-.raw
RBC_Data
AM4-32+.raw
RBC_Data
AM4-32-.raw
RBC_Data
AM4-33+.raw
RBC_Data
AM4-33-.raw
RBC_Data
AM4-34+.raw
RBC_Data
AM4-34-.raw
RBC_Data
AM4-35+.raw
RBC_Data
AM4-35-.raw
RBC_Data
AM4-36+.raw
RBC_Data
AM4-36-.raw
RBC_Data
AM4-37+.raw
RBC_Data
AM4-37-.raw
RBC_Data
AM4-38+.raw
RBC_Data
AM4-38-.raw
RBC_Data
AM4-39+.raw
RBC_Data
AM4-39-.raw
RBC_Data
AM4-4+.raw
RBC_Data
AM4-4-.raw
RBC_Data
AM4-40+.raw
RBC_Data
AM4-40-.raw
RBC_Data
AM4-41+.raw
RBC_Data
AM4-41-.raw
RBC_Data
AM4-42+.raw
RBC_Data
AM4-42-.raw
RBC_Data
AM4-43+.raw
RBC_Data
AM4-43-.raw
RBC_Data
AM4-44+.raw
RBC_Data
AM4-44-.raw
RBC_Data
AM4-45+.raw
RBC_Data
AM4-45-.raw
RBC_Data
AM4-46+.raw
RBC_Data
AM4-46-.raw
RBC_Data
AM4-47+.raw
RBC_Data
AM4-47-.raw
RBC_Data
AM4-48+.raw
RBC_Data
AM4-48-.raw
RBC_Data
AM4-49+.raw
RBC_Data
AM4-49-.raw
RBC_Data
AM4-5+.raw
RBC_Data
AM4-5-.raw
RBC_Data
AM4-50+.raw
RBC_Data
AM4-50-.raw
RBC_Data
AM4-51+.raw
RBC_Data
AM4-51-.raw
RBC_Data
AM4-52+.raw
RBC_Data
AM4-52-.raw
RBC_Data
AM4-53+.raw
RBC_Data
AM4-53-.raw
RBC_Data
AM4-54+.raw
RBC_Data
AM4-54-.raw
RBC_Data
AM4-55+.raw
RBC_Data
AM4-55-.raw
RBC_Data
AM4-56+.raw
RBC_Data
AM4-56-.raw
RBC_Data
AM4-57+.raw
RBC_Data
AM4-57-.raw
RBC_Data
AM4-58+.raw
RBC_Data
AM4-58-.raw
RBC_Data
AM4-6+.raw
RBC_Data
AM4-6-.raw
RBC_Data
AM4-7+.raw
RBC_Data
AM4-7-.raw
RBC_Data
AM4-8+.raw
RBC_Data
AM4-8-.raw
RBC_Data
AM4-9+.raw
RBC_Data
AM4-9-.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST000047
No raw data detected. Ignoring ST000047
Processing  ST001704
Initiating REDU-table generation for AN002775
Rest length is 96
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/96 [00:00<?, ?it/s]

Mapping potential matches:  28%|██▊       | 27/96 [00:00<00:00, 263.49it/s]

Mapping potential matches:  56%|█████▋    | 54/96 [00:00<00:00, 264.88it/s]

Mapping potential matches:  84%|████████▍ | 81/96 [00:00<00:00, 264.57it/s]
Mapping potential matches: 100%|██████████| 96/96 [00:00<00:00, 264.09it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002776
Rest length is 96
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/96 [00:00<?, ?it/s]

Mapping potential matches:  27%|██▋       | 26/96 [00:00<00:00, 259.68it/s]

Mapping potential matches:  54%|█████▍    | 52/96 [00:00<00:00, 259.19it/s]

Mapping potential matches:  82%|████████▏ | 79/96 [00:00<00:00, 259.91it/s]
Mapping potential matches: 100%|██████████| 96/96 [00:00<00:00, 260.27it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|███       | 956/3150 [56:52<3:54:41,  6.42s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NEG
negMSMSALL-SC-D3-IR_C100_1_7_190539+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C100_2_7_191306+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C101_1_8_192034+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C101_2_8_192803+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C107_1_9_193532+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C107_2_9_194300+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C133_1_1_151427+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C133_2_1_152202+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C135_1_2_152934+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C135_2_2_153703+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C136_1_3_154431+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_C136_2_3_155158+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA121_1_10_195028+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA121_2_10_195756+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA123_1_11_200524+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA123_2_11_201252+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA127_1_12_202019+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA127_2_12_202747+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA152_1_4_155926+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA152_2_4_160656+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA153_1_5_161424+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA153_2_5_162154+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA158_1_6_162919+TOF.wiff
NEG
negMSMSALL-SC-D3-IR_SA158_2_6_163646+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C100_1_1_173545+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C100_2_1_174322+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C101_1_2_175053+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C101_2_2_175823+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C107_1_3_180551+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C107_2_3_181321+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C133_1_7_130009+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C133_2_7_130744+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C135_1_8_131514+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C135_2_8_132243+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C136_1_9_133013+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_C136_2_9_133741+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA121_1_4_182050+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA121_2_4_182819+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA123_1_5_183547+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA123_2_5_184314+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA127_1_6_185043+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA127_2_6_185811+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA152_1_10_134508+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA152_2_10_135237+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA153_1_11_140004+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA153_2_11_140733+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA158_1_12_141501+TOF.wiff
NEG
negMSMSALL-SC-D35-IR_SA158_2_12_142230+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C100_1_1_164110+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C100_2_1_164935+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C101_1_2_165706+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C101_2_2_170436+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C107_1_3_171201+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C107_2_3_171928+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C133_1_1_094137+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C133_2_1_094927+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C135_1_2_095701+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C135_2_2_100429+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C136_1_3_101157+TOF.wiff
POS
posMSMSALL-SC-D3-IR_C136_2_3_101926+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA121_1_4_172655+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA121_2_4_173424+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA123_1_5_174151+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA123_2_5_174919+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA127_1_6_175644+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA127_2_6_180412+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA152_1_4_102654+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA152_2_4_103421+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA153_1_5_104148+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA153_2_5_104915+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA158_1_6_105642+TOF.wiff
POS
posMSMSALL-SC-D3-IR_SA158_2_6_110408+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C100_1_7_181303+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C100_2_7_182038+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C101_1_8_182812+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C101_2_8_183540+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C107_1_9_184307+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C107_2_9_185034+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C133_1_7_111705+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C133_2_7_112441+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C135_1_8_113211+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C135_2_8_113940+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C136_1_9_114710+TOF.wiff
POS
posMSMSALL-SC-D35-IR_C136_2_9_115441+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA121_1_10_185802+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA121_2_10_190530+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA123_1_11_191258+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA123_2_11_192024+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA127_1_12_192751+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA127_2_12_193522+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA152_1_10_120208+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA152_2_10_120937+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA153_1_11_121706+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA153_2_11_122434+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA158_1_12_123159+TOF.wiff
POS
posMSMSALL-SC-D35-IR_SA158_2_12_123928+TOF.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 96 rows!
Extracted information for 96 samples.
Processing  ST003048
No raw data detected. Ignoring ST003048
Processing  ST000554
Initiating REDU-table generation for AN000849
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 386.68it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000850
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 377.37it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 30%|███       | 958/3150 [56:55<2:50:21,  4.66s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_10[kim_AiPSC_glut3_gcn4]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_11[kim_AiPSC_ZSCAN10_19]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_12[kim_AiPSC_ZSCAN10_7]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_13[kim_YiPSC_DCA_13]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_13[kim_YiPSC_DCA_13]n_dd.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_14[kim_YiPSC_DCA_14]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_15[kim_YiPSC_DCA_4]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_16[kim_YiPSC_DCA_11]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_17[kim_YiPSC_Citr_25]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_17[kim_YiPSC_Citr_25]n_dd.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_18[kim_YiPSC_Citr_39]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_1[kim_ESC-E]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_2[kim_ESC-H]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_2[kim_ESC-H]n_dd.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_3[kim_YiPSC_1-3]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_3[kim_YiPSC_1-3]n_dd.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_4[kim_YiPSC_1-8]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_7[kim_AiPSC_16]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_8[kim_AiPSC_19]n.raw
Dogan
Raw data
NEG
QE2_vyr_44_Dogan_9[kim_AiPSC_glut3_gcn3]n.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_10[kim_AiPSC_glut3_gcn4]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_11[kim_AiPSC_ZSCAN10_19]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_12[kim_AiPSC_ZSCAN10_7]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_13[kim_YiPSC_DCA_13]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_13[kim_YiPSC_DCA_13]p_dd.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_14[kim_YiPSC_DCA_14]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_15[kim_YiPSC_DCA_4]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_16[kim_YiPSC_DCA_11]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_17[kim_YiPSC_Citr_25]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_17[kim_YiPSC_Citr_25]p_dd.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_18[kim_YiPSC_Citr_39]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_1[kim_ESC-E]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_2[kim_ESC-H]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_2[kim_ESC-H]p_dd.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_3[kim_YiPSC_1-3]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_3[kim_YiPSC_1-3]p_dd.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_4[kim_YiPSC_1-8]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_7[kim_AiPSC_16]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_8[kim_AiPSC_19]p.raw
Dogan
Raw data
POS
QE2_vyr_44_Dogan_9[kim_AiPSC_glut3_gcn3]p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST003373
No raw data detected. Ignoring ST003373
Processing  ST000779
No raw data detected. Ignoring ST000779
Processing  ST000256
No raw data detected. Ignoring ST000256
Processing  ST003167
Initiating REDU-table generation for AN005196
Rest length is 6
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 1854.66it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005197
Rest length is 6
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 1838.53it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 962/3150 [56:58<1:36:54,  2.66s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 963/3150 [57:00<1:34:44,  2.60s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 964/3150 [57:03<1:33:47,  2.57s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 967/3150 [57:05<1:05:24,  1.80s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Human 19bbz_4770
Negative
FC-11_r11-.raw
Human 19bbz_4770
Negative
FC-12_r8-.raw
Human 19bbz_4770
Negative
FC-13_r13-.raw
Human 19bbz_4770
Negative
FC-2_r10-.raw
Human 19bbz_4770
Negative
FC-3_r9-.raw
Human 19bbz_4770
Negative
FC-4_r6-.raw
Human 19bbz_4770
Positive
FC-11_r6+.raw
Human 19bbz_4770
Positive
FC-12_r8+.raw
Human 19bbz_4770
Positive
FC-13_r1+.raw
Human 19bbz_4770
Positive
FC-2_r10+.raw
Human 19bbz_4770
Positive
FC-3_r7+.raw
Human 19bbz_4770
Positive
FC-4_r3+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002899
Initiating REDU-table generation for AN004758
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM883.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM884.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM885.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM886.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM887.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM888.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM889.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM890.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM891.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM892.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM893.raw
Copy of 20220715_AM_ErythProg3_SHIN_ino_AM894.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002785
Initiating REDU-table generation for AN004532
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NIKP_RBC_human
H01_T0.25.mzML
NIKP_RBC_human
H01_T0.75.mzML
NIKP_RBC_human
H01_T0.mzML
NIKP_RBC_human
H01_T1.mzML
NIKP_RBC_human
H01_T2.mzML
NIKP_RBC_human
H01_T3.mzML
NIKP_RBC_human
H01_T4.mzML
NIKP_RBC_human
H02L_T0.25.mzML
NIKP_RBC_human
H02L_T0.75.mzML
NIKP_RBC_human
H02L_T0.mzML
NIKP_RBC_human
H02L_T1.mzML
NIKP_RBC_human
H02L_T2.mzML
NIKP_RBC_human
H02L_T3.mzML
NIKP_RBC_human
H02L_T4.mzML
NIKP_RBC_human
H02_T0.25.mzML
NIKP_RBC_human
H02_T0.50.mzML
NIKP_RBC_human
H02_T0.75.mzML
NIKP_RBC_human
H02_T0.mzML
NIKP_RBC_human
H02_T1.mzML
NIKP_RBC_human
H02_T2.mzML
NIKP_RBC_human
H02_T3.mzML
NIKP_RBC_human
H02_T4.mzML
NIKP_RBC_human
H03_T0.25.mzML
NIKP_RBC_human
H03_T0.75.mzML
NIKP_RBC_human
H03_T0.mzML
NIKP_RBC_human
H03_T1.mzML
NIKP_RBC_human
H03_T2.mzML
NIKP_RBC_human
H03_T3.mzML
NIKP_RBC_human
H03_T4.mzML
NIKP_RBC_human
H04_T0.25.mzML
NIKP_RBC_human
H04_T0.50.mzML
NIKP_RBC_human
H04_T0.75.mzML
NIKP_RBC_human
H04_T0.mzML
NIKP_RBC_human
H04_T1.mzML
NIKP_RBC_human
H04_T2.mzML
NIKP_RBC_human
H04_T3.mzML
NIKP_RBC_human
H04_T4.mzML
NIKP_RBC_human
H05_T0.25.mzML
NIKP_RBC_human
H05_T0.50.mzML
NIKP_RBC_human
H05_T0.75.mzML
NIKP_RBC_human
H05_T0.mzML
NIKP_RBC_human
H05_T1.mzML
NIKP_RBC_human
H05_T2.mzML
NIKP_RBC_human
H05_T3.mzML
NIKP_RBC_human
H05_T4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST000341
No raw data detected. Ignoring ST000341
Processing  ST000028
No raw data detected. Ignoring ST000028
Processing  ST002232
Initiating REDU-table generation for AN003642
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mct1_ctp1_lc-ms
MCT_A1_SD.mzXML
mct1_ctp1_lc-ms
MCT_A1_SR.mzXML
mct1_ctp1_lc-ms
MCT_A2_SD.mzXML
mct1_ctp1_lc-ms
MCT_A2_SR.mzXML
mct1_ctp1_lc-ms
MCT_A3_SD.mzXML
mct1_ctp1_lc-ms
MCT_A3_SR.mzXML
mct1_ctp1_lc-ms
MCT_EV1_SD.mzXML
mct1_ctp1_lc-ms
MCT_EV1_SR.mzXML
mct1_ctp1_lc-ms
MCT_EV2_SD.mzXML
mct1_ctp1_lc-ms
MCT_EV2_SR.mzXML
mct1_ctp1_lc-ms
MCT_EV3_SD.mzXML
mct1_ctp1_lc-ms
MCT_EV3_SR.mzXML
mct1_ctp1_lc-ms
WT_A1_SD.mzXML
mct1_ctp1_lc-ms
WT_A1_SR.mzXML
mct1_ctp1_lc-ms
WT_A2_SD.mzXML
mct1_ctp1_lc-ms
WT_A2_SR.mzXML
mct1_ctp1_lc-ms
WT_A3_SD.mzXML
mct1_ctp1_lc-ms
WT_A3_SR.mzXML
mct1_ctp1_lc-ms
WT_EV1_SD.mzXML
mct1_ctp1_lc-ms
WT_EV1_SR.mzXML
mct1_ctp1_lc-ms
WT_EV2_SD.mzXML
mct1_ctp1_lc-ms
WT_EV2_SR.mzXML
mct1_ctp1_lc-ms
WT_EV3_SD.mzXML
mct1_ctp1_lc-ms
WT_EV3_SR.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002469
Initiating REDU-table generation for AN004025
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]

Mapping potential matches:  55%|█████▌    | 11/20 [00:00<00:00, 102.69it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 102.96it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN004026
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]

Mapping potential matches:  55%|█████▌    | 11/20 [00:00<00:00, 104.26it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 104.24it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN004027
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]

Mapping potential matches:  55%|█████▌    | 11/20 [00:00<00:00, 104.89it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 104.90it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN004028
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]

Mapping potential matches:  55%|█████▌    | 11/20 [00:00<00:00, 103.64it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 103.81it/s]

 31%|███       | 968/3150 [57:07<1:08:17,  1.88s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 969/3150 [57:10<1:15:48,  2.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 971/3150 [57:14<1:11:02,  1.96s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001887
Initiating REDU-table generation for AN003055
Rest length is 19
raw file key found.
Initiating REDU-table generation for AN003056
Rest length is 19
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lipidomics
nRPLC_D1234.raw
Lipidomics
nRPLC_D1331.raw
Lipidomics
nRPLC_D2507.raw
Lipidomics
nRPLC_D2540.raw
Lipidomics
nRPLC_D2552.raw
Lipidomics
nRPLC_D2554.raw
Lipidomics
nRPLC_M1385.raw
Lipidomics
nRPLC_M1455.raw
Lipidomics
nRPLC_M2622.raw
Lipidomics
nRPLC_M2673.raw
Lipidomics
nRPLC_M2692.raw
Lipidomics
nRPLC_M2799.raw
Lipidomics
nRPLC_M2800.raw
Lipidomics
nRPLC_M2803.raw
Lipidomics
nRPLC_M2856.raw
Lipidomics
nRPLC_M2860.raw
Lipidomics
nRPLC_M2939.raw
Lipidomics
nRPLC_M433.raw
Lipidomics
nRPLC_M467.raw
Lipidomics
pRPLC_D1234.raw
Lipidomics
pRPLC_D1331.raw
Lipidomics
pRPLC_D2507.raw
Lipidomics
pRPLC_D2540.raw
Lipidomics
pRPLC_D2552.raw
Lipidomics
pRPLC_D2554.raw
Lipidomics
pRPLC_M1385.raw
Lipidomics
pRPLC_M1455.raw
Lipidomics
pRPLC_M2622.raw
Lipidomics
pRPLC_M2673.raw
Lipidomics
pRPLC_M2692.raw
Lipidomics
pRPLC_M2799.raw
Lipidomics
pRPLC_M2800.raw
Lipidomics
pRPLC_M2803.raw
Lipidomics
pRPLC_M2856.raw
Lipidomics
pRPLC_M2860.raw
Lipidomics
pRPLC_M2939.raw
Lipidomics
pRPLC_M433.raw
Lipidomics
pRPLC_M467.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 38 rows!
Extracted information for 38 samples.
Processing  ST000472
No raw data detected. Ignoring ST000472
Processing  ST002444
Initiating REDU-table generation for AN003981
Rest length is 41
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003982
Rest length is 41
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Extraction_Blank_1_NEG.mzML
Extraction_Blank_1_POS.mzML
Left_Optic_Nerve_1_1_NEG.mzML
Left_Optic_Nerve_1_1_POS.mzML
Left_Optic_Nerve_1_2_NEG.mzML
Left_Optic_Nerve_1_2_POS.mzML
Left_Optic_Nerve_1_3_NEG.mzML
Left_Optic_Nerve_1_3_POS.mzML
Left_Optic_Nerve_2_1_NEG.mzML
Left_Optic_Nerve_2_1_POS.mzML
Left_Optic_Nerve_2_2_NEG.mzML
Left_Optic_Nerve_2_2_POS.mzML
Left_Optic_Nerve_2_3_NEG.mzML
Left_Optic_Nerve_2_3_POS_20221118115945.mzML
Pooled_QC1_ON_NEG.mzML
Pooled_QC1_ON_POS.mzML
Pooled_QC2_ON_NEG.mzML
Pooled_QC2_ON_POS.mzML
Pooled_QC_MS2_1_ON_NEG.mzML
Pooled_QC_MS2_1_ON_POS.mzML
Pooled_QC_MS2_2_ON_NEG.mzML
Pooled_QC_MS2_2_ON_POS.mzML
Right_Optic_Nerve_1_1_NEG.mzML
Right_Optic_Nerve_1_1_POS.mzML
Right_Optic_Nerve_1_2_NEG.mzML
Right_Optic_Nerve_1_2_POS.mzML
Right_Optic_Nerve_1_3_NEG.mzML
Right_Optic_Nerve_1_3_POS.mzML
Right_Optic_Nerve_2_1_NEG.mzML
Right_Optic_Nerve_2_1_POS.mzML
Right_Optic_Nerve_2_2_NEG.mzML
Right_Optic_Nerve_2_2_POS.mzML
Right_Optic_Nerve_2_3_NEG.mzML
Right_Optic_Nerve_2_3_POS.mzML
System_Suitability_Blank_NEG.mzML
System_Suitability_Blank_NEG_20221118182825.mzML
System_Suitability_Blank_NEG_20221118230351.mzML
System_Suitability_Blank_NEG_20221119033833.mzML
System_Suitability_Blank_POS.mzML
System_Suitability_Blank_POS_20221118022039.mzML
System_Suitability_Blank_POS_20221118065605.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 41 rows!
Extracted information for 41 samples.
Processing  ST003349
Initiating REDU-table generation for AN005485
Rest length is 76
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 1971.93it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005486
Rest length is 76
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 1933.75it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005487
Rest length is 76
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 1923.11it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005488
Rest length is 76
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 1889.33it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005489
Rest length is 76
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 1866.62it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005490
Rest length is 76
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 1997.29it/s]

 31%|███       | 972/3150 [57:16<1:14:08,  2.04s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 976/3150 [57:19<48:05,  1.33s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 978/3150 [57:23<52:23,  1.45s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001294
No raw data detected. Ignoring ST001294
Processing  ST000364
No raw data detected. Ignoring ST000364
Processing  ST000632
No raw data detected. Ignoring ST000632
Processing  ST001399
Initiating REDU-table generation for AN002339
Rest length is 31
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KO_AZA_1.cdf
KO_AZA_2.cdf
KO_AZA_3.cdf
KO_AZA_4.cdf
KO_AZA_5.cdf
KO_AZA_6.cdf
KO_AZA_7.cdf
KO_DW_1.cdf
KO_DW_2.cdf
KO_DW_3.cdf
KO_DW_4.cdf
KO_DW_5.cdf
KO_DW_6.cdf
KO_DW_7.cdf
KO_DW_8.cdf
WT_AZA_1.cdf
WT_AZA_2.cdf
WT_AZA_3.cdf
WT_AZA_4.cdf
WT_AZA_5.cdf
WT_AZA_6.cdf
WT_AZA_7.cdf
WT_AZA_8.cdf
WT_DW_1.cdf
WT_DW_2.cdf
WT_DW_3.cdf
WT_DW_4.cdf
WT_DW_5.cdf
WT_DW_6.cdf
WT_DW_7.cdf
WT_DW_8.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST000877
No raw data detected. Ignoring ST000877
Processing  ST002383
Initiating REDU-table generation for AN003882
Rest length is 55
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Henry-Cells-Data
20190703_001_blank1.mzML
Henry-Cells-Data
20190703_002_blank1.mzML
Henry-Cells-Data
20190703_003_AA-H.mzML
Henry-Cells-Data
20190703_004_NIST.mzML
Henry-Cells-Data
20190703_005_blank2.mzML
Henry-Cells-Data
20190703_006_blank2.mzML
Henry-Cells-Data
20190703_007_blank2.mzML
Henry-Cells-Data
20190703_008_QC-B-All-1.mzML
Henry-Cells-Data
20190703_009_QC-B-All-1.mzML
Henry-Cells-Data
20190703_010_QC-B-All-1.mzML
Henry-Cells-Data
20190703_011_QC-B-All-1.mzML
Henry-Cells-Data
20190703_012_QC-B-All-1.mzML
Henry-Cells-Data
20190703_013_QC-ddMS.mzML
Henry-Cells-Data
20190703_014_REH_R_3_5_2019.mzML
Henry-Cells-Data
20190703_015_RCH-AcV_R_3_9_2019.mzML
Henry-Cells-Data
20190703_017_RCH-AcV_R_3_13_2019.mzML
Henry-Cells-Data
20190703_019_RCH-AcV_AM_5_3_2019.mzML
Henry-Cells-Data
20190703_022_RCH-AcV_RM_3_6_2019.mzML
Henry-Cells-Data
20190703_024_RCH-AcV_RM_5_3_2019.mzML
Henry-Cells-Data
20190703_025_REH_RM_3_14_2019.mzML
Henry-Cells-Data
20190703_026_REH_S_3_9_2019.mzML
Henry-Cells-Data
20190703_027_REH_SM_3_6_2019.mzML
Henry-Cells-Data
20190703_028_REH_RM_3_10_2019.mzML
Henry-Cells-Data
20190703_029_REH_SM_3_14_2019.mzML
Henry-Cells-Data
20190703_030_QC-B-All-2.mzML
Henry-Cells-Data
20190703_031_RCH-AcV_A_3_13_2019.mzML
Henry-Cells-Data
20190703_033_RCH-AcV_R_3_5_2019.mzML
Henry-Cells-Data
20190703_034_RCH-AcV_A_3_9_2019.mzML
Henry-Cells-Data
20190703_035_REH_R_3_13_2019.mzML
Henry-Cells-Data
20190703_036_REH_A_3_9_2019.mzML
Henry-Cells-Data
20190703_039_REH_RM_3_6_2019.mzML
Henry-Cells-Data
20190703_040_REH_SM_3_10_2019.mzML
Henry-Cells-Data
20190703_041_RCH-AcV_RM_5_3_2019_2.mzML
Henry-Cells-Data
20190703_043_RCH-AcV_SM_5_3_2019_2.mzML
Henry-Cells-Data
20190703_046_QC-B-All-3.mzML
Henry-Cells-Data
20190703_047_RCH-AcV_S_3_9_2019.mzML
Henry-Cells-Data
20190703_050_REH_AM_3_10_2019.mzML
Henry-Cells-Data
20190703_052_RCH-AcV_AM_5_3_2019_1.mzML
Henry-Cells-Data
20190703_053_REH_A_3_5_2019.mzML
Henry-Cells-Data
20190703_054_RCH-AcV_A_3_5_2019.mzML
Henry-Cells-Data
20190703_056_REH_AM_3_14_2019.mzML
Henry-Cells-Data
20190703_057_RCH-AcV_SM_3_6_2019.mzML
Henry-Cells-Data
20190703_060_REH_AM_3_6_2019.mzML
Henry-Cells-Data
20190703_062_REH_A_3_13_2019.mzML
Henry-Cells-Data
20190703_064_QC-B-All-4.mzML
Henry-Cells-Data
20190703_066_RCH-AcV_AM_3_6_2019.mzML
Henry-Cells-Data
20190703_067_RCH-AcV_SM_5_3_2019.mzML
Henry-Cells-Data
20190703_068_REH_S_3_13_2019.mzML
Henry-Cells-Data
20190703_071_RCH-AcV_S_3_13_2019.mzML
Henry-Cells-Data
20190703_072_RCH-AcV_S_3_5_2019.mzML
Henry-Cells-Data
20190703_074_REH_S_3_5_2019.mzML
Henry-Cells-Data
20190703_079_REH_R_3_9_2019.mzML
Henry-Cells-Data
20190703_080_QC-B-All-5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 53 rows!
Extracted information for 53 samples.
Processing  ST002172
No raw data detected. Ignoring ST002172
Processing  ST002259
No raw data detected. Ignoring ST002259
Processing  ST003475
Initiating REDU-table generation for AN005710
Rest length is 3
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/3 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 3/3 [00:00<00:00, 4689.87it/s]

 31%|███       | 981/3150 [57:23<35:05,  1.03it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 982/3150 [57:26<45:39,  1.26s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001752
Initiating REDU-table generation for AN002855
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2020-11-01 14:08:13 .R..A    398110720     48122660  MyData
VibrioCholerae_CentralCarbon.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000556
Initiating REDU-table generation for AN000853
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 385.43it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000854
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 389.57it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███       | 983/3150 [57:29<1:00:17,  1.67s/it]
 31%|███▏      | 986/3150 [57:30<34:43,  1.04it/s]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000556
Raw data
Neg
QE2_jdg_08_Martyniuk_19[Martyniuk_C15A]n.mzML
ST000556
Raw data
Neg
QE2_jdg_08_Martyniuk_1[Martyniuk_M1A]n-dd.mzML
ST000556
Raw data
Neg
QE2_jdg_08_Martyniuk_1[Martyniuk_M1A]n.mzML
ST000556
Raw data
Neg
QE2_jdg_08_Martyniuk_20[Martyniuk_C18A]n.mzML
ST000556
Raw data
Neg
QE2_jdg_08_Martyniuk_2[Martyniuk_M2A]n.mzML
ST000556
Raw data
Neg
QE2_jdg_08_Martyniuk_3[Martyniuk_M3A]n.mzML
ST000556
Raw data
Neg
QE2_jdg_08_Martyniuk_4[Martyniuk_M5A]n.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_10[Martyniuk_M20A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_11[Martyniuk_C2A]p-dd.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_11[Martyniuk_C2A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_12[Martyniuk_C3A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_13[Martyniuk_C4A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_14[Martyniuk_C5A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_15[Martyniuk_C9A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_16[Martyniuk_C10A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_17[Martyniuk_C12A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_18[Martyniuk_C13A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_19[Martyniuk_C15A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_1[Martyniuk_M1A]p-dd.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_1[Martyniuk_M1A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_20[Martyniuk_C18A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_2[Martyniuk_M2A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_3[Martyniuk_M3A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_4[Martyniuk_M5A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_5[Martyniuk_M7A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_6[Martyniuk_M11A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_7[Martyniuk_M12A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_8[Martyniuk_M15A]p.mzML
ST000556
Raw data
Pos
QE2_jdg_08_Martyniuk_9[Martyniuk_M18A]p.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 29 rows!
Extracted information for 29 samples.
Processing  ST000245
No raw data detected. Ignoring ST000245
Processing  ST000344
No raw data detected. Ignoring ST000344
Processing  ST000941
No raw data detected. Ignoring ST000941
Processing  ST001813
No raw data detected. Ignoring ST001813
Processing  ST000294
Initiating REDU-table generation for AN000470
Rest length is 45
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/45 [00:00<?, ?it/s]

Mapping potential matches:  47%|████▋     | 21/45 [00:00<00:00, 201.98it/s]

Mapping potential matches:  93%|█████████▎| 42/45 [00:00<00:00, 199.99it/s]
Mapping potential matches: 100%|██████████| 45/45 [00:00<00:00, 200.12it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000471
Rest length is 45
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/45 [00:00<?, ?it/s]

Mapping potential matches:  47%|████▋     | 21/45 [00:00<00:00, 203.06it/s]

Mapping potential matches:  93%|█████████▎| 42/45 [00:00<00:00, 202.88it/s]
Mapping potential matches: 100%|██████████| 45/45 [00:00<00:00, 202.65it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███▏      | 988/3150 [57:34<47:38,  1.32s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000294
Data
raw data
neg
QE2_sbs_24_10[B2P304]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_11[B3P303]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_12[B3P202]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_13[B2P103]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_14[B2P502]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_17[B1P305]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_18[B2P504]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_19[B2P202]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_20[B3P402]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_21[B1P306]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_22[B1P105]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_23[B3P106]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_24[B3P403]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_25[B2P402]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_26[B1P403]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_29[B2P102]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_30[BEP203]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_31[B1P402]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_32[B1P505]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_33[B3P503]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_34[B2P201]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_35[B2P101]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_36[B1P102]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_37[B1P202]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_38[B1P301]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_41[B1P504]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_42[B1P101]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_43[B2P503]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_44[B2P301]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_45[B3P404]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_46[B3P304]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_47[B1P203]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_48[B2P403]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_49[B1P205]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_50[B3P103]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_53[B2P302]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_54[B2P401]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_55[B3P205]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_56[B3P302]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_57[B1P406]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_58[B1P101-DD]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_59[B1P203-DD]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_5[B3P105]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_60[B1P305-DD]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_61[B1P402-DD]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_62[B1P504-DD]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_6[B3P504]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_7[B3P506]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_8[B3P204]n.mzXML
ST000294
Data
raw data
neg
QE2_sbs_24_9[B1P506]n.mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_10[B2P304].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_11[B3P303].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_12[B3P202].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_13[B2P103].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_14[B2P502].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_17[B1P305].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_18[B2P504].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_19[B2P202].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_20[B3P402].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_21[B1P306].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_22[B1P105].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_23[B3P106].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_24[B3P403].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_25[B2P402].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_26[B1P403].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_29[B2P102].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_30[BEP203].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_31[B1P402].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_32[B1P505].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_33[B3P503].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_34[B2P201].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_35[B2P101].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_36[B1P102].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_37[B1P202].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_38[B1P301].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_41[B1P504].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_42[B1P101].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_43[B2P503].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_44[B2P301].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_45[B3P404].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_46[B3P304].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_47[B1P203].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_48[B2P403].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_49[B1P205].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_50[B3P103].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_53[B2P302].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_54[B2P401].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_55[B3P205].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_56[B3P302].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_57[B1P406].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_58[B1P101-DD].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_59[B1P203-DD].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_5[B3P105].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_60[B1P305-DD].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_61[B1P402-DD].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_62[B1P504-DD].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_6[B3P504].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_7[B3P506].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_8[B3P204].mzXML
ST000294
Data
raw data
pos
QE2_sbs_24_9[B1P506].mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 100 rows!
Extracted information for 100 samples.
Processing  ST000321
No raw data detected. Ignoring ST000321
Processing  ST002225
Initiating REDU-table generation for AN003634
Rest length is 108
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS52
MS52-01.raw
MS52
MS52-02.raw
MS52
MS52-03.raw
MS52
MS52-04.raw
MS52
MS52-05.raw
MS52
MS52-06.raw
MS52
MS52-07.raw
MS52
MS52-08.raw
MS52
MS52-09.raw
MS52
MS52-10.raw
MS52
MS52-100.raw
MS52
MS52-101.raw
MS52
MS52-102.raw
MS52
MS52-103.raw
MS52
MS52-104.raw
MS52
MS52-105.raw
MS52
MS52-106.raw
MS52
MS52-107.raw
MS52
MS52-108.raw
MS52
MS52-11.raw
MS52
MS52-12.raw
MS52
MS52-13.raw
MS52
MS52-14.raw
MS52
MS52-15.raw
MS52
MS52-16.raw
MS52
MS52-17.raw
MS52
MS52-18.raw
MS52
MS52-19.raw
MS52
MS52-20.raw
MS52
MS52-21.raw
MS52
MS52-22.raw
MS52
MS52-23.raw
MS52
MS52-24.raw
MS52
MS52-25.raw
MS52
MS52-26.raw
MS52
MS52-27.raw
MS52
MS52-28.raw
MS52
MS52-29.raw
MS52
MS52-30.raw
MS52
MS52-31.raw
MS52
MS52-32.raw
MS52
MS52-33.raw
MS52
MS52-34.raw
MS52
MS52-35.raw
MS52
MS52-36.raw
MS52
MS52-37.raw
MS52
MS52-38.raw
MS52
MS52-39.raw
MS52
MS52-40.raw
MS52
MS52-41.raw
MS52
MS52-42.raw
MS52
MS52-43.raw
MS52
MS52-44.raw
MS52
MS52-45.raw
MS52
MS52-46.raw
MS52
MS52-47.raw
MS52
MS52-48.raw
MS52
MS52-49.raw
MS52
MS52-50.raw
MS52
MS52-51.raw
MS52
MS52-52.raw
MS52
MS52-53.raw
MS52
MS52-54.raw
MS52
MS52-55.raw
MS52
MS52-56.raw
MS52
MS52-57.raw
MS52
MS52-58.raw
MS52
MS52-59.raw
MS52
MS52-60.raw
MS52
MS52-61.raw
MS52
MS52-62.raw
MS52
MS52-63.raw
MS52
MS52-64.raw
MS52
MS52-65.raw
MS52
MS52-66.raw
MS52
MS52-67.raw
MS52
MS52-68.raw
MS52
MS52-69.raw
MS52
MS52-70.raw
MS52
MS52-71.raw
MS52
MS52-72.raw
MS52
MS52-73.raw
MS52
MS52-74.raw
MS52
MS52-75.raw
MS52
MS52-76.raw
MS52
MS52-77.raw
MS52
MS52-78.raw
MS52
MS52-79.raw
MS52
MS52-80.raw
MS52
MS52-81.raw
MS52
MS52-82.raw
MS52
MS52-83.raw
MS52
MS52-84.raw
MS52
MS52-85.raw
MS52
MS52-86.raw
MS52
MS52-87.raw
MS52
MS52-88.raw
MS52
MS52-89.raw
MS52
MS52-90.raw
MS52
MS52-91.raw
MS52
MS52-92.raw
MS52
MS52-93.raw
MS52
MS52-94.raw
MS52
MS52-95.raw
MS52
MS52-96.raw
MS52
MS52-97.raw
MS52
MS52-98.raw
MS52
MS52-99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███▏      | 990/3150 [57:37<51:32,  1.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 31%|███▏      | 991/3150 [57:41<1:02:30,  1.74s/it]
Extracted information for 108 samples.
Processing  ST002566
Initiating REDU-table generation for AN004227
Rest length is 72
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Rawdata
SR01 (1).raw
Rawdata
SR01 (10).raw
Rawdata
SR01 (11).raw
Rawdata
SR01 (12).raw
Rawdata
SR01 (13).raw
Rawdata
SR01 (14).raw
Rawdata
SR01 (15).raw
Rawdata
SR01 (16).raw
Rawdata
SR01 (17).raw
Rawdata
SR01 (18).raw
Rawdata
SR01 (19).raw
Rawdata
SR01 (2).raw
Rawdata
SR01 (20).raw
Rawdata
SR01 (21).raw
Rawdata
SR01 (22).raw
Rawdata
SR01 (23).raw
Rawdata
SR01 (24).raw
Rawdata
SR01 (25).raw
Rawdata
SR01 (26).raw
Rawdata
SR01 (27).raw
Rawdata
SR01 (28).raw
Rawdata
SR01 (29).raw
Rawdata
SR01 (3).raw
Rawdata
SR01 (30).raw
Rawdata
SR01 (31).raw
Rawdata
SR01 (32).raw
Rawdata
SR01 (4).raw
Rawdata
SR01 (5).raw
Rawdata
SR01 (6).raw
Rawdata
SR01 (7).raw
Rawdata
SR01 (8).raw
Rawdata
SR01 (9).raw
Rawdata
SR02 (1).raw
Rawdata
SR02 (10).raw
Rawdata
SR02 (11).raw
Rawdata
SR02 (12).raw
Rawdata
SR02 (13).raw
Rawdata
SR02 (14).raw
Rawdata
SR02 (15).raw
Rawdata
SR02 (16).raw
Rawdata
SR02 (17).raw
Rawdata
SR02 (18).raw
Rawdata
SR02 (19).raw
Rawdata
SR02 (2).raw
Rawdata
SR02 (20).raw
Rawdata
SR02 (3).raw
Rawdata
SR02 (4).raw
Rawdata
SR02 (5).raw
Rawdata
SR02 (6).raw
Rawdata
SR02 (7).raw
Rawdata
SR02 (8).raw
Rawdata
SR02 (9).raw
Rawdata
SR03 (1).raw
Rawdata
SR03 (10).raw
Rawdata
SR03 (11).raw
Rawdata
SR03 (12).raw
Rawdata
SR03 (13).raw
Rawdata
SR03 (14).raw
Rawdata
SR03 (15).raw
Rawdata
SR03 (16).raw
Rawdata
SR03 (17).raw
Rawdata
SR03 (18).raw
Rawdata
SR03 (19).raw
Rawdata
SR03 (2).raw
Rawdata
SR03 (20).raw
Rawdata
SR03 (3).raw
Rawdata
SR03 (4).raw
Rawdata
SR03 (5).raw
Rawdata
SR03 (6).raw
Rawdata
SR03 (7).raw
Rawdata
SR03 (8).raw
Rawdata
SR03 (9).raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST000265
No raw data detected. Ignoring ST000265
Processing  ST001237
Initiating REDU-table generation for AN002055
Rest length is 1221
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
0001_Marios_PD1_Inhib2_HP-S3473952-7.raw
0002_Marios_PD1_Inhib2_HP-S3473963-6.raw
0003_Marios_PD1_Inhib2_HP-AE613290-7.raw
0004_Marios_PD1_Inhib2_HP-AF015773-8.raw
0005_Marios_PD1_Inhib2_HP-AF008971-8.raw
0006_Marios_PD1_Inhib2_HP-AF008975-8.raw
0007_Marios_PD1_Inhib2_HP-AF127961-9.raw
0008_Marios_PD1_Inhib2_HP-E9130960-6.raw
0009_Marios_PD1_Inhib2_HP-E9425293-7.raw
0010_Marios_PD1_Inhib2_HP-S3474786-7.raw
0011_Marios_PD1_Inhib2_HP-AE330691-6.raw
0012_Marios_PD1_Inhib2_HP-AE487819-7.raw
0013_Marios_PD1_Inhib2_HP-S3470296-7.raw
0014_Marios_PD1_Inhib2_HP-S3675225-7.raw
0015_Marios_PD1_Inhib2_HP-E9493856-7.raw
0016_Marios_PD1_Inhib2_HP-EA217029-6.raw
0017_Marios_PD1_Inhib2_HP-E9314437-7.raw
0018_Marios_PD1_Inhib2_HP-AD585852-7.raw
0019_Marios_PD1_Inhib2_HP-AE331983-7.raw
0020_Marios_PD1_Inhib2_HP-AE198219-6.raw
0021_Marios_PD1_Inhib2_HP-E9630285-7.raw
0022_Marios_PD1_Inhib2_HP-EA395245-6.raw
0023_Marios_PD1_Inhib2_HP-AF009294-9.raw
0024_Marios_PD1_Inhib2_HP-AF009298-8.raw
0025_Marios_PD1_Inhib2_HP-EA000635-7.raw
0026_Marios_PD1_Inhib2_HP-E9103841-7.raw
0027_Marios_PD1_Inhib2_HP-E9674321-7.raw
0028_Marios_PD1_Inhib2_HP-EA344247-6.raw
0029_Marios_PD1_Inhib2_HP-S3877148-7.raw
0030_Marios_PD1_Inhib2_HP-S4035150-7.raw
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1019_Marios_PD1_Inhib2_HP-AD424474-7.raw
1020_Marios_PD1_Inhib2_HP-E9123073-7.raw
1021_Marios_PD1_Inhib2_HP-EA716002-8.raw
1022_Marios_PD1_Inhib2_HP-E9432884-7.raw
1023_Marios_PD1_Inhib2_HP-AD185798-7.raw
1024_Marios_PD1_Inhib2_HP-AE471829-6.raw
1025_Marios_PD1_Inhib2_HP-AD452591-7.raw
1026_Marios_PD1_Inhib2_HP-AD783004-7.raw
1027_Marios_PD1_Inhib2_HP-AD783025-6.raw
1028_Marios_PD1_Inhib2_HP-E9130937-7.raw
1029_Marios_PD1_Inhib2_HP-S3509147-7.raw
1030_Marios_PD1_Inhib2_HP-S3509157-6.raw
1031_Marios_PD1_Inhib2_HP-S4152606-9.raw
1032_Marios_PD1_Inhib2_HP-S4152610-8.raw
1033_Marios_PD1_Inhib2_HP-S4152611-8.raw
1034_Marios_PD1_Inhib2_HP-E9479162-7.raw
1035_Marios_PD1_Inhib2_HP-L1361776-11.raw
1036_Marios_PD1_Inhib2_HP-EA251051-7.raw
1037_Marios_PD1_Inhib2_HP-EA239331-7.raw
1038_Marios_PD1_Inhib2_HP-E9123037-7.raw
1039_Marios_PD1_Inhib2_HP-E9720046-7.raw
1040_Marios_PD1_Inhib2_HP-EA717425-8.raw
1041_Marios_PD1_Inhib2_HP-E9133655-7.raw
1042_Marios_PD1_Inhib2_HP-L1376088-6.raw
1043_Marios_PD1_Inhib2_HP-L1305560-7.raw
1044_Marios_PD1_Inhib2_HP-L1370589-6.raw
1045_Marios_PD1_Inhib2_HP-E9123619-6.raw
1046_Marios_PD1_Inhib2_HP-E9414567-7.raw
1047_Marios_PD1_Inhib2_HP-AD193615-7.raw
1048_Marios_PD1_Inhib2_HP-E9774680-7.raw
1049_Marios_PD1_Inhib2_HP-AF002747-9.raw
1050_Marios_PD1_Inhib2_HP-S4124106-9.raw
1051_Marios_PD1_Inhib2_HP-S4124108-8.raw
1052_Marios_PD1_Inhib2_HP-S4152615-7.raw
1053_Marios_PD1_Inhib2_HP-S3733281-7.raw
1054_Marios_PD1_Inhib2_HP-S3704162-7.raw
1055_Marios_PD1_Inhib2_HP-AE331982-7.raw
1056_Marios_PD1_Inhib2_HP-E9474282-7.raw
1057_Marios_PD1_Inhib2_HP-AF015796-9.raw
1058_Marios_PD1_Inhib2_HP-AF015807-8.raw
1059_Marios_PD1_Inhib2_HP-AF064095-8.raw
1060_Marios_PD1_Inhib2_HP-S3508689-7.raw
1061_Marios_PD1_Inhib2_HP-E9108955-7.raw
1062_Marios_PD1_Inhib2_HP-E9106225-7.raw
1063_Marios_PD1_Inhib2_HP-E9106244-6.raw
1064_Marios_PD1_Inhib2_HP-E9656486-7.raw
1065_Marios_PD1_Inhib2_HP-AD783000-7.raw
1066_Marios_PD1_Inhib2_HP-AD783024-6.raw
1067_Marios_PD1_Inhib2_HP-E9314436-7.raw
1068_Marios_PD1_Inhib2_HP-E9103731-7.raw
1069_Marios_PD1_Inhib2_HP-AF002780-9.raw
1070_Marios_PD1_Inhib2_HP-AF032140-8.raw
1071_Marios_PD1_Inhib2_HP-AF032149-8.raw
1072_Marios_PD1_Inhib2_HP-AE663606-7.raw
1073_Marios_PD1_Inhib2_HP-AE724955-6.raw
1074_Marios_PD1_Inhib2_HP-E9103840-7.raw
1075_Marios_PD1_Inhib2_HP-L1371961-10.raw
1076_Marios_PD1_Inhib2_HP-AE586111-7.raw
1077_Marios_PD1_Inhib2_HP-AF003959-8.raw
1078_Marios_PD1_Inhib2_HP-AF002676-10.raw
1079_Marios_PD1_Inhib2_HP-AF002683-8.raw
1080_Marios_PD1_Inhib2_HP-E9123119-7.raw
1081_Marios_PD1_Inhib2_HP-E9124110-6.raw
1082_Marios_PD1_Inhib2_HP-AE302625-7.raw
1083_Marios_PD1_Inhib2_HP-AD827416-6.raw
1084_Marios_PD1_Inhib2_HP-AE059520-7.raw
1085_Marios_PD1_Inhib2_HP-E9485321-6.raw
1086_Marios_PD1_Inhib2_HP-AD185795-7.raw
1087_Marios_PD1_Inhib2_HP-E9811936-7.raw
1088_Marios_PD1_Inhib2_HP-E9172350-7.raw
1089_Marios_PD1_Inhib2_HP-L1305559-7.raw
1090_Marios_PD1_Inhib2_HP-E9123055-7.raw
1091_Marios_PD1_Inhib2_HP-AF016229-9.raw
1092_Marios_PD1_Inhib2_HP-AF016234-8.raw
1093_Marios_PD1_Inhib2_HP-AE726342-7.raw
1094_Marios_PD1_Inhib2_HP-AF004073-8.raw
1095_Marios_PD1_Inhib2_HP-S3681809-7.raw
1096_Marios_PD1_Inhib2_HP-S4035170-7.raw
1097_Marios_PD1_Inhib2_HP-S4107216-8.raw
1098_Marios_PD1_Inhib2_HP-AD611931-7.raw
1099_Marios_PD1_Inhib2_HP-AE556392-7.raw
1100_Marios_PD1_Inhib2_HP-AF002794-8.raw
1101_Marios_PD1_Inhib2_HP-E9712821-13.raw
1102_Marios_PD1_Inhib2_HP-L1453016-8.raw
1103_Marios_PD1_Inhib2_HP-L1497969-9.raw
1104_Marios_PD1_Inhib2_HP-AD783001-7.raw
1105_Marios_PD1_Inhib2_HP-AE722161-7.raw
1106_Marios_PD1_Inhib2_HP-AF016210-8.raw
1107_Marios_PD1_Inhib2_HP-L1381836-7.raw
1108_Marios_PD1_Inhib2_HP-L1381844-5.raw
1109_Marios_PD1_Inhib2_HP-E9425297-7.raw
1110_Marios_PD1_Inhib2_HP-AD827407-7.raw
1111_Marios_PD1_Inhib2_HP-E9314447-6.raw
1112_Marios_PD1_Inhib2_HP-E9314448-7.raw
1113_Marios_PD1_Inhib2_HP-AD780393-7.raw
1114_Marios_PD1_Inhib2_HP-E9106381-6.raw
1115_Marios_PD1_Inhib2_HP-E9717900-7.raw
1116_Marios_PD1_Inhib2_HP-AE586110-7.raw
1117_Marios_PD1_Inhib2_HP-AF003951-8.raw
1118_Marios_PD1_Inhib2_HP-E9755278-7.raw
1119_Marios_PD1_Inhib2_HP-AE795125-9.raw
1120_Marios_PD1_Inhib2_HP-AE886502-6.raw
1121_Marios_PD1_Inhib2_HP-AF002760-7.raw
1122_Marios_PD1_Inhib2_HP-E9483501-7.raw
1123_Marios_PD1_Inhib2_HP-S3510222-7.raw
1124_Marios_PD1_Inhib2_HP-S3510232-6.raw
1125_Marios_PD1_Inhib2_HP-E9721146-7.raw
1126_Marios_PD1_Inhib2_HP-AF002821-8.raw
1127_Marios_PD1_Inhib2_HP-AF252767-9.raw
1128_Marios_PD1_Inhib2_HP-AF008938-9.raw
1129_Marios_PD1_Inhib2_HP-L1443413-7.raw
1130_Marios_PD1_Inhib2_HP-L1478148-8.raw
1131_Marios_PD1_Inhib2_HP-S3486353-7.raw
1132_Marios_PD1_Inhib2_HP-S3733291-6.raw
1133_Marios_PD1_Inhib2_HP-E9210504-6.raw
1134_Marios_PD1_Inhib2_HP-E9432887-7.raw
1135_Marios_PD1_Inhib2_HP-E9758913-7.raw
1136_Marios_PD1_Inhib2_HP-EA277675-6.raw
1137_Marios_PD1_Inhib2_HP-AF063579-9.raw
1138_Marios_PD1_Inhib2_HP-AF002696-9.raw
1139_Marios_PD1_Inhib2_HP-AF146081-8.raw
1140_Marios_PD1_Inhib2_HP-E9099304-2.raw
1141_Marios_PD1_Inhib2_HP-EA677539-8.raw
1142_Marios_PD1_Inhib2_HP-S3792614-7.raw
1143_Marios_PD1_Inhib2_HP-S3907410-7.raw
1144_Marios_PD1_Inhib2_HP-AE602890-7.raw
1145_Marios_PD1_Inhib2_HP-AE602895-16.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 993/3150 [57:53<1:57:18,  3.26s/it]
1146_Marios_PD1_Inhib2_HP-AF015782-8.raw
1147_Marios_PD1_Inhib2_HP-E9103642-7.raw
1148_Marios_PD1_Inhib2_HP-E9774341-19.raw
1149_Marios_PD1_Inhib2_HP-AF002675-9.raw
1150_Marios_PD1_Inhib2_HP-AF002686-8.raw
1151_Marios_PD1_Inhib2_HP-E9172289-6.raw
1152_Marios_PD1_Inhib2_HP-AD452686-7.raw
1153_Marios_PD1_Inhib2_HP-AD452695-6.raw
1154_Marios_PD1_Inhib2_HP-EA015432-7.raw
1155_Marios_PD1_Inhib2_HP-S4107200-9.raw
1156_Marios_PD1_Inhib2_HP-S4107203-8.raw
1157_Marios_PD1_Inhib2_HP-S4107205-8.raw
1158_Marios_PD1_Inhib2_HP-E9655430-7.raw
1159_Marios_PD1_Inhib2_HP-E9106364-6.raw
1160_Marios_PD1_Inhib2_HP-E9479160-7.raw
1161_Marios_PD1_Inhib2_HP-E9108720-7.raw
1162_Marios_PD1_Inhib2_HP-AE846130-7.raw
1163_Marios_PD1_Inhib2_HP-AF002684-9.raw
1164_Marios_PD1_Inhib2_HP-E9097389-7.raw
1165_Marios_PD1_Inhib2_HP-AE302091-6.raw
1166_Marios_PD1_Inhib2_HP-AF009299-8.raw
1167_Marios_PD1_Inhib2_HP-AF009303-8.raw
1168_Marios_PD1_Inhib2_HP-S3681808-7.raw
1169_Marios_PD1_Inhib2_HP-S4035169-6.raw
1170_Marios_PD1_Inhib2_HP-S4107215-8.raw
1171_Marios_PD1_Inhib2_HP-AE556393-6.raw
1172_Marios_PD1_Inhib2_HP-L1379646-7.raw
1173_Marios_PD1_Inhib2_HP-E9101709-7.raw
1174_Marios_PD1_Inhib2_HP-S3475115-7.raw
1175_Marios_PD1_Inhib2_HP-S3667134-6.raw
1176_Marios_PD1_Inhib2_HP-AE902414-7.raw
1177_Marios_PD1_Inhib2_HP-AF575413-8.raw
1178_Marios_PD1_Inhib2_HP-AD193616-7.raw
1179_Marios_PD1_Inhib2_HP-AD577644-10.raw
1180_Marios_PD1_Inhib2_HP-AD709259-7.raw
1181_Marios_PD1_Inhib2_HP-E9099290-6.raw
1182_Marios_PD1_Inhib2_HP-E9108953-7.raw
1183_Marios_PD1_Inhib2_HP-E9337920-7.raw
1184_Marios_PD1_Inhib2_HP-EA444380-6.raw
1185_Marios_PD1_Inhib2_HP-AE302623-7.raw
1186_Marios_PD1_Inhib2_HP-AF009273-8.raw
1187_Marios_PD1_Inhib2_HP-AF009275-8.raw
1188_Marios_PD1_Inhib2_HP-AE052720-7.raw
1189_Marios_PD1_Inhib2_HP-AE428478-7.raw
1190_Marios_PD1_Inhib2_HP-AE726356-6.raw
1191_Marios_PD1_Inhib2_HP-AF004078-8.raw
1192_Marios_PD1_Inhib2_HP-E9172457-7.raw
1193_Marios_PD1_Inhib2_HP-E9190488-6.raw
1194_Marios_PD1_Inhib2_HP-E9782204-7.raw
1195_Marios_PD1_Inhib2_HP-EA344251-6.raw
1196_Marios_PD1_Inhib2_HP-AE062797-7.raw
1197_Marios_PD1_Inhib2_HP-S3792617-7.raw
1198_Marios_PD1_Inhib2_HP-AE525981-7.raw
1199_Marios_PD1_Inhib2_HP-AF002738-2.raw
1200_Marios_PD1_Inhib2_HP-AF002793-8.raw
1201_Marios_PD1_Inhib2_HP-AF032142-8.raw
1202_Marios_PD1_Inhib2_HP-S3578238-7.raw
1203_Marios_PD1_Inhib2_HP-S3795568-6.raw
1204_Marios_PD1_Inhib2_HP-AD780353-7.raw
1205_Marios_PD1_Inhib2_HP-S4005764-7.raw
1206_Marios_PD1_Inhib2_HP-S3949116-7.raw
1207_Marios_PD1_Inhib2_HP-S4107175-8.raw
1208_Marios_PD1_Inhib2_HP-E9657511-7.raw
1209_Marios_PD1_Inhib2_HP-AE601506-7.raw
1210_Marios_PD1_Inhib2_HP-AF185746-9.raw
1211_Marios_PD1_Inhib2_HP-AF233273-8.raw
1212_Marios_PD1_Inhib2_HP-AF565867-8.raw
1213_Marios_PD1_Inhib2_HP-E9758912-7.raw
1214_Marios_PD1_Inhib2_HP-EA277677-6.raw
1215_Marios_PD1_Inhib2_HP-E9125191-7.raw
1216_Marios_PD1_Inhib2_HP-E9703902-7.raw
1217_Marios_PD1_Inhib2_HP-AE679098-7.raw
1218_Marios_PD1_Inhib2_HP-E9618949-7.raw
1219_Marios_PD1_Inhib2_HP-S4102905-9.raw
1220_Marios_PD1_Inhib2_HP-E9241319-6.raw
1221_Marios_PD1_Inhib2_HP-EA039954-7.raw
1222_Marios_PD1_Inhib2_HP-EA048754-7.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1221 rows!
Extracted information for 1221 samples.
Processing  ST000233
No raw data detected. Ignoring ST000233
Processing  ST003428
Initiating REDU-table generation for AN005629
Rest length is 55
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 409.48it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005630
Rest length is 55
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 417.88it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 995/3150 [57:58<1:44:31,  2.91s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230302 Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-Blank (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 0 uM cells (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 0 uM cells (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 0 uM cells.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 0 uM med (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 0 uM med (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 0 uM med.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 0.05 uM cells (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 1 uM cells (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 1 uM cells (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 1 uM cells.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 1 uM med (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 1 uM med (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 1 uM med.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 2 uM cells (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 2 uM cells (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 2 uM cells.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 2 uM med (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 2 uM med (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 2 uM med.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 20 uM cells (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 20 uM cells (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 20 uM cells.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 20 uM med (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 20 uM med (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 20 uM med.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 40 uM cells (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 40 uM cells (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 40 uM cells.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 40 uM med (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 40 uM med (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 40 uM med.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 5 uM cells (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 5 uM cells (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 5 uM cells.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 5 uM med (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 5 uM med (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-BT-474 Rotenone 5 uM med.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-Blank.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-Bottle medium (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-Bottle medium (3).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-Bottle medium.mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-DMEM_F12 no adds (2).mzML
Dima BT-474 Rotenone mzML
20230302 Dima BT-474 Rotenone-DMEM_F12 no adds.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 44 rows!
Extracted information for 44 samples.
Processing  ST001832
Initiating REDU-table generation for AN002974
Rest length is 134
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Bile_acids
BA02-0-5502_1024038647_03_0_1_1_00_1024038410.wiff
Bile_acids
BA02-0-5502_1024038647_04_0_1_1_00_1024032390.wiff
Bile_acids
BA02-0-5502_1024038647_06_0_1_1_00_1024035219.wiff
Bile_acids
BA02-0-5502_1024038647_07_0_1_1_00_1024035295.wiff
Bile_acids
BA02-0-5502_1024038647_08_0_1_1_00_1024035378.wiff
Bile_acids
BA02-0-5502_1024038647_09_0_1_1_00_1024040970.wiff
Bile_acids
BA02-0-5502_1024038647_10_0_1_1_00_1024041053.wiff
Bile_acids
BA02-0-5502_1024038647_11_0_1_1_00_1024038481.wiff
Bile_acids
BA02-0-5502_1024038647_12_0_1_1_00_1024038564.wiff
Bile_acids
BA02-0-5502_1024038647_15_0_1_1_00_1024038424.wiff
Bile_acids
BA02-0-5502_1024038647_16_0_1_1_00_1024032401.wiff
Bile_acids
BA02-0-5502_1024038647_17_0_1_1_00_1024032487.wiff
Bile_acids
BA02-0-5502_1024038647_18_0_1_1_00_1024035223.wiff
Bile_acids
BA02-0-5502_1024038647_19_0_1_1_00_1024035306.wiff
Bile_acids
BA02-0-5502_1024038647_20_0_1_1_00_1024035382.wiff
Bile_acids
BA02-0-5502_1024038647_21_0_1_1_00_1024040984.wiff
Bile_acids
BA02-0-5502_1024038647_23_0_1_1_00_1024038496.wiff
Bile_acids
BA02-0-5502_1024038647_24_0_1_1_00_1024038579.wiff
Bile_acids
BA02-0-5502_1024038647_27_0_1_1_00_1024038439.wiff
Bile_acids
BA02-0-5502_1024038647_28_0_1_1_00_1024032415.wiff
Bile_acids
BA02-0-5502_1024038647_29_0_1_1_00_1024032491.wiff
Bile_acids
BA02-0-5502_1024038647_30_0_1_1_00_1024035238.wiff
Bile_acids
BA02-0-5502_1024038647_31_0_1_1_00_1024035311.wiff
Bile_acids
BA02-0-5502_1024038647_32_0_1_1_00_1024035397.wiff
Bile_acids
BA02-0-5502_1024038647_33_0_1_1_00_1024040999.wiff
Bile_acids
BA02-0-5502_1024038647_34_0_1_1_00_1024041072.wiff
Bile_acids
BA02-0-5502_1024038647_35_0_1_1_00_1024038507.wiff
Bile_acids
BA02-0-5502_1024038647_36_0_1_1_00_1024038583.wiff
Bile_acids
BA02-0-5502_1024038647_39_0_1_1_00_1024038443.wiff
Bile_acids
BA02-0-5502_1024038647_40_0_1_1_00_1024032420.wiff
Bile_acids
BA02-0-5502_1024038647_41_0_1_1_00_1024032502.wiff
Bile_acids
BA02-0-5502_1024038647_42_0_1_1_00_1024035242.wiff
Bile_acids
BA02-0-5502_1024038647_43_0_1_1_00_1024035325.wiff
Bile_acids
BA02-0-5502_1024038647_44_0_1_1_00_1024040927.wiff
Bile_acids
BA02-0-5502_1024038647_45_0_1_1_00_1024041001.wiff
Bile_acids
BA02-0-5502_1024038647_46_0_1_1_00_1024041087.wiff
Bile_acids
BA02-0-5502_1024038647_47_0_1_1_00_1024038511.wiff
Bile_acids
BA02-0-5502_1024038647_50_0_1_1_00_1024038375.wiff
Bile_acids
BA02-0-5502_1024038647_51_0_1_1_00_1024038458.wiff
Bile_acids
BA02-0-5502_1024038647_52_0_1_1_00_1024032434.wiff
Bile_acids
BA02-0-5502_1024038647_53_0_1_1_00_1024032517.wiff
Bile_acids
BA02-0-5502_1024038647_54_0_1_1_00_1024035257.wiff
Bile_acids
BA02-0-5502_1024038647_55_0_1_1_00_1024035330.wiff
Bile_acids
BA02-0-5502_1024038647_56_0_1_1_00_1024040931.wiff
Bile_acids
BA02-0-5502_1024038647_57_0_1_1_00_1024041015.wiff
Bile_acids
BA02-0-5502_1024038647_58_0_1_1_00_1024041091.wiff
Bile_acids
BA02-0-5502_1024038647_59_0_1_1_00_1024038526.wiff
Bile_acids
BA02-0-5502_1024038647_60_0_1_1_00_1024038609.wiff
Bile_acids
BA02-0-5502_1024038647_62_0_1_1_00_1024038380.wiff
Bile_acids
BA02-0-5502_1024038647_63_0_1_1_00_1024032366.wiff
Bile_acids
BA02-0-5502_1024038647_64_0_1_1_00_1024032449.wiff
Bile_acids
BA02-0-5502_1024038647_65_0_1_1_00_1024032521.wiff
Bile_acids
BA02-0-5502_1024038647_66_0_1_1_00_1024035261.wiff
Bile_acids
BA02-0-5502_1024038647_68_0_1_1_00_1024040946.wiff
Bile_acids
BA02-0-5502_1024038647_69_0_1_1_00_1024041020.wiff
Bile_acids
BA02-0-5502_1024038647_70_0_1_1_00_1024041102.wiff
Bile_acids
BA02-0-5502_1024038647_71_0_1_1_00_1024038531.wiff
Bile_acids
BA02-0-5502_1024038647_72_0_1_1_00_1024038613.wiff
Bile_acids
BA02-0-5502_1024038647_74_0_1_1_00_1024038394.wiff
Bile_acids
BA02-0-5502_1024038647_75_0_1_1_00_1024032371.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 996/3150 [58:01<1:44:53,  2.92s/it]
Bile_acids
BA02-0-5502_1024038647_76_0_1_1_00_1024032453.wiff
Bile_acids
BA02-0-5502_1024038647_77_0_1_1_00_1024032536.wiff
Bile_acids
BA02-0-5502_1024038647_78_0_1_1_00_1024035276.wiff
Bile_acids
BA02-0-5502_1024038647_79_0_1_1_00_1024035359.wiff
Bile_acids
BA02-0-5502_1024038647_80_0_1_1_00_1024040951.wiff
Bile_acids
BA02-0-5502_1024038647_81_0_1_1_00_1024041034.wiff
Bile_acids
BA02-0-5502_1024038647_82_0_1_1_00_1024038462.wiff
Bile_acids
BA02-0-5502_1024038647_83_0_1_1_00_1024038545.wiff
Bile_acids
BA02-0-5502_1024038647_84_0_1_1_00_1024038628.wiff
Bile_acids
BA02-0-5502_1024038647_86_0_1_1_00_1024038405.wiff
Bile_acids
BA02-0-5502_1024038647_87_0_1_1_00_1024032385.wiff
Bile_acids
BA02-0-5502_1024038647_88_0_1_1_00_1024032468.wiff
Bile_acids
BA02-0-5502_1024038647_89_0_1_1_00_1024032541.wiff
Bile_acids
BA02-0-5502_1024038647_90_0_1_1_00_1024035281.wiff
Bile_acids
BA02-0-5502_1024038647_91_0_1_1_00_1024035363.wiff
Bile_acids
BA02-0-5502_1024038647_92_0_1_1_00_1024040965.wiff
Bile_acids
BA02-0-5502_1024038647_93_0_1_1_00_1024041049.wiff
Bile_acids
BA02-0-5502_1024038647_94_0_1_1_00_1024038477.wiff
Bile_acids
BA02-0-5502_1024038647_95_0_1_1_00_1024038550.wiff
Bile_acids
BA02-0-5502_1024038647_96_0_1_1_00_1024038632.wiff
Bile_acids
BA02-0-5512_1024036014_03_0_1_1_00_1024035931.wiff
Bile_acids
BA02-0-5512_1024036014_04_0_1_1_00_1024041533.wiff
Bile_acids
BA02-0-5512_1024036014_06_0_1_1_00_1024039045.wiff
Bile_acids
BA02-0-5512_1024036014_07_0_1_1_00_1024039128.wiff
Bile_acids
BA02-0-5512_1024036014_08_0_1_1_00_1024039201.wiff
Bile_acids
BA02-0-5512_1024036014_15_0_1_1_00_1024035945.wiff
Bile_acids
BA02-0-5512_1024036014_16_0_1_1_00_1024041548.wiff
Bile_acids
BA02-0-5512_1024036014_17_0_1_1_00_1024041621.wiff
Bile_acids
BA02-0-5512_1024036014_18_0_1_1_00_1024039050.wiff
Bile_acids
BA02-0-5512_1024036014_19_0_1_1_00_1024039132.wiff
Bile_acids
BA02-0-5512_1024036014_21_0_1_1_00_1024033195.wiff
Bile_acids
BA02-0-5512_1024036014_28_0_1_1_00_1024041552.wiff
Bile_acids
BA02-0-5512_1024036014_29_0_1_1_00_1024041635.wiff
Bile_acids
BA02-0-5512_1024036014_31_0_1_1_00_1024039147.wiff
Bile_acids
BA02-0-5512_1024036014_32_0_1_1_00_1024033123.wiff
Bile_acids
BA02-0-5512_1024036014_33_0_1_1_00_1024033206.wiff
Bile_acids
BA02-0-5512_1024036014_34_0_1_1_00_1024033282.wiff
Bile_acids
BA02-0-5512_1024036014_39_0_1_1_00_1024035964.wiff
Bile_acids
BA02-0-5512_1024036014_40_0_1_1_00_1024041567.wiff
Bile_acids
BA02-0-5512_1024036014_41_0_1_1_00_1024041640.wiff
Bile_acids
BA02-0-5512_1024036014_42_0_1_1_00_1024039079.wiff
Bile_acids
BA02-0-5512_1024036014_43_0_1_1_00_1024039151.wiff
Bile_acids
BA02-0-5512_1024036014_45_0_1_1_00_1024033211.wiff
Bile_acids
BA02-0-5512_1024036014_50_0_1_1_00_1024035896.wiff
Bile_acids
BA02-0-5512_1024036014_51_0_1_1_00_1024041499.wiff
Bile_acids
BA02-0-5512_1024036014_52_0_1_1_00_1024041571.wiff
Bile_acids
BA02-0-5512_1024036014_53_0_1_1_00_1024041654.wiff
Bile_acids
BA02-0-5512_1024036014_54_0_1_1_00_1024039083.wiff
Bile_acids
BA02-0-5512_1024036014_55_0_1_1_00_1024039166.wiff
Bile_acids
BA02-0-5512_1024036014_56_0_1_1_00_1024033142.wiff
Bile_acids
BA02-0-5512_1024036014_57_0_1_1_00_1024033225.wiff
Bile_acids
BA02-0-5512_1024036014_58_0_1_1_00_1024033308.wiff
Bile_acids
BA02-0-5512_1024036014_62_0_1_1_00_1024035907.wiff
Bile_acids
BA02-0-5512_1024036014_64_0_1_1_00_1024041586.wiff
Bile_acids
BA02-0-5512_1024036014_65_0_1_1_00_1024041669.wiff
Bile_acids
BA02-0-5512_1024036014_66_0_1_1_00_1024039098.wiff
Bile_acids
BA02-0-5512_1024036014_68_0_1_1_00_1024033157.wiff
Bile_acids
BA02-0-5512_1024036014_69_0_1_1_00_1024033230.wiff
Bile_acids
BA02-0-5512_1024036014_70_0_1_1_00_1024035979.wiff
Bile_acids
BA02-0-5512_1024036014_75_0_1_1_00_1024041514.wiff
Bile_acids
BA02-0-5512_1024036014_76_0_1_1_00_1024041591.wiff
Bile_acids
BA02-0-5512_1024036014_77_0_1_1_00_1024041673.wiff
Bile_acids
BA02-0-5512_1024036014_78_0_1_1_00_1024039109.wiff
Bile_acids
BA02-0-5512_1024036014_79_0_1_1_00_1024039185.wiff
Bile_acids
BA02-0-5512_1024036014_80_0_1_1_00_1024033161.wiff
Bile_acids
BA02-0-5512_1024036014_81_0_1_1_00_1024033244.wiff
Bile_acids
BA02-0-5512_1024036014_82_0_1_1_00_1024035983.wiff
Bile_acids
BA02-0-5512_1024036014_86_0_1_1_00_1024035926.wiff
Bile_acids
BA02-0-5512_1024036014_87_0_1_1_00_1024041529.wiff
Bile_acids
BA02-0-5512_1024036014_89_0_1_1_00_1024039031.wiff
Bile_acids
BA02-0-5512_1024036014_90_0_1_1_00_1024039113.wiff
Bile_acids
BA02-0-5512_1024036014_91_0_1_1_00_1024039190.wiff
Bile_acids
BA02-0-5512_1024036014_93_0_1_1_00_1024033259.wiff
Bile_acids
BA02-0-5512_1024036014_94_0_1_1_00_1024035998.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 134 rows!
Extracted information for 134 samples.
Processing  ST001006
No raw data detected. Ignoring ST001006
Processing  ST000049
No raw data detected. Ignoring ST000049
Processing  ST001020
No raw data detected. Ignoring ST001020
Processing  ST001215
Initiating REDU-table generation for AN002026
Rest length is 22
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/13 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 13/13 [00:00<00:00, 162.71it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1000/3150 [58:04<1:05:03,  1.82s/it]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
JDMD_12-13-diHOME_08082016
12-13-diHOME_001-OL-M1.wiff
JDMD_12-13-diHOME_08082016
12-13-diHOME_001-OL-M2.wiff
JDMD_12-13-diHOME_08082016
12-13-diHOME_01-OL-M1.wiff
JDMD_12-13-diHOME_08082016
12-13-diHOME_01-OL-M2.wiff
JDMD_12-13-diHOME_08082016
12-13-diHOME_1-OL-M1.wiff
JDMD_12-13-diHOME_08082016
12-13-diHOME_1-OL-M2.wiff
JDMD_12-13-diHOME_08082016
12-13-diHOME_10-OL-M1.wiff
JDMD_12-13-diHOME_08082016
12-13-diHOME_10-OL-M2.wiff
JDMD_12-13-diHOME_08082016
12-13-diHOME_100-OL-M1.wiff
JDMD_12-13-diHOME_08082016
12-13-diHOME_100-OL-M2.wiff
JDMD_12-13-diHOME_08082016
BK1-OL-M1.wiff
JDMD_12-13-diHOME_08082016
BK1-OL-M2.wiff
JDMD_12-13-diHOME_08082016
BK2-OL-M1.wiff
JDMD_12-13-diHOME_08082016
BK2-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_001-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_001-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_002-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_002-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_003-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_003-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_004-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_004-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_005-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_005-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_006-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_006-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_007-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_007-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_008-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_008-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_009-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_009-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_010-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_010-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_011-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_011-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_012-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_012-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_013-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_013-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_014-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_014-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_015-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_015-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_016-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_016-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_017-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_017-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_018-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_018-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_019-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_019-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_020-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_020-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_021-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_021-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_022-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_022-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_023-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_023-OL-M2.wiff
JDMD_12-13-diHOME_08082016
JDMD_024-OL-M1.wiff
JDMD_12-13-diHOME_08082016
JDMD_024-OL-M2.wiff
JDMD_12-13-diHOME_08082016
QCP-104693_159-OL-M1.wiff
JDMD_12-13-diHOME_08082016
QCP-104693_159-OL-M2.wiff
JDMD_12-13-diHOME_08082016
QCP-104693_160-OL-M1.wiff
JDMD_12-13-diHOME_08082016
QCP-104693_160-OL-M2.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST000290
Initiating REDU-table generation for AN000462
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/47 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 18/47 [00:00<00:00, 170.89it/s]

Mapping potential matches:  77%|███████▋  | 36/47 [00:00<00:00, 171.66it/s]
Mapping potential matches: 100%|██████████| 47/47 [00:00<00:00, 171.40it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000463
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/47 [00:00<?, ?it/s]

Mapping potential matches:  36%|███▌      | 17/47 [00:00<00:00, 167.12it/s]

Mapping potential matches:  74%|███████▍  | 35/47 [00:00<00:00, 170.55it/s]
Mapping potential matches: 100%|██████████| 47/47 [00:00<00:00, 170.04it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1001/3150 [58:07<1:16:18,  2.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1002/3150 [58:09<1:10:07,  1.96s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1003/3150 [58:12<1:16:33,  2.14s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000290
Data
raw data
Neg
QE2_mdw_12_10[N_N_plant24_22DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_11[N_N_plant6_26DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_12[N_N_plant8_26DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_13[N_N_plant15_26DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_14[N_N_plant16_26DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_15[N_N_plant3_30DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_16[N_N_plant7_30DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_17[N_N_plant12_30DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_18[H_N_plant1_14DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_19[H_N_plant2_14DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_1[N_N_plant4_14DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_20[H_N_plant22_14DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_21[H_N_plant6_18DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_22[H_N_plant20_18DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_23[H_N_plant23_18DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_24[H_N_plant13_22DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_25[H_N_plant21_22DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_26[H_N_plant4_26DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_27[H_N_plant5_26DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_28[H_N_plant9_26DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_29[H_N_plant17_26DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_2[N_N_plant10_14DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_30[H_N_plant3_30DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_31[H_N_plant8_30DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_32[H_H_plant7_14DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_33[H_H_plant8_14DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_34[H_H_plant16_14DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_35[H_H_plant18_14DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_36[H_H_plant10_18DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_37[H_H_plant17_18DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_38[H_H_plant22_18DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_39[H_H_plant2_22DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_3[N_N_plant20_14DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_40[H_H_plant15_22DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_41[H_H_plant24_22DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_42[H_H_plant4_26DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_43[H_H_plant14_26DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_44[H_H_plant16_26DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_45[H_H_plant3_30DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_46[H_H_plant21_30DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_47[H_H_plant23_30DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_4[N_N_plant1_18DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_5[N_N_plant5_18DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_6[N_N_plant17_18DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_7[N_N_plant14_22DAP]n.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_8[N_N_plant21_22DAP]nre.mzML
ST000290
Data
raw data
Neg
QE2_mdw_12_9[N_N_plant22_22DAP]n.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_10[N_N_plant24_22DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_11[N_N_plant6_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_12[N_N_plant8_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_13[N_N_plant15_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_14[N_N_plant16_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_15[N_N_plant3_30DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_16[N_N_plant7_30DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_17[N_N_plant12_30DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_18[H_N_plant1_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_19[H_N_plant2_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_1[N_N_plant4_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_20[H_N_plant22_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_21[H_N_plant6_18DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_22[H_N_plant20_18DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_23[H_N_plant23_18DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_24[H_N_plant13_22DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_25[H_N_plant21_22DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_26[H_N_plant4_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_27[H_N_plant5_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_28[H_N_plant9_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_29[H_N_plant17_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_2[N_N_plant10_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_30[H_N_plant3_30DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_31[H_N_plant8_30DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_32[H_H_plant7_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_33[H_H_plant8_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_34[H_H_plant16_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_35[H_H_plant18_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_36[H_H_plant10_18DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_37[H_H_plant17_18DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_38[H_H_plant22_18DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_39[H_H_plant2_22DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_3[N_N_plant20_14DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_40[H_H_plant15_22DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_41[H_H_plant24_22DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_42[H_H_plant4_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_43[H_H_plant14_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_44[H_H_plant16_26DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_45[H_H_plant3_30DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_46[H_H_plant21_30DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_47[H_H_plant23_30DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_4[N_N_plant1_18DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_5[N_N_plant5_18DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_6[N_N_plant17_18DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_7[N_N_plant14_22DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_8[N_N_plant21_22DAP]re.mzML
ST000290
Data
raw data
Pos
QE2_mdw_12_9[N_N_plant22_22DAP]re.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 94 rows!
Extracted information for 94 samples.
Processing  ST002327
Initiating REDU-table generation for AN003796
Rest length is 58
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
Processing  ST003179
Initiating REDU-table generation for AN005221
Rest length is 13
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005222
Rest length is 13
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DMSO_1.raw
DMSO_2.raw
DMSO_3.raw
DMSO_4.raw
KAE609_20x_1.raw
KAE609_20x_2.raw
KAE609_20x_3.raw
KAE609_5x_1.raw
KAE609_5x_2.raw
KAE609_5x_3.raw
WJM992_1.raw
WJM992_2.raw
WJM992_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 13 rows!
Extracted information for 13 samples.
Processing  ST001093
No raw data detected. Ignoring ST001093
Processing  ST001859
No raw data detected. Ignoring ST001859
Processing  ST002029
Initiating REDU-table generation for AN003299
Rest length is 356
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(100).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(101).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(102).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(103).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(104).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(105).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(106).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(107).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(108).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(109).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(115).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(116).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(117).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(118).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(119).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(120).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(121).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(122).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(123).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(124).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(125).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(126).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(127).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(128).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(129).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(130).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(131).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(132).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(133).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(134).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(14).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(140).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(141).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(142).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(143).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(144).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(145).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(146).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(147).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(148).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(149).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(15).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(150).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(151).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(152).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(153).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(154).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(155).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(156).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(157).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(158).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(159).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(16).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(166).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(167).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(168).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(169).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(17).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(170).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(171).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(172).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(173).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(174).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(175).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(176).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(177).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(178).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(179).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(18).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(180).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(181).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(182).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(183).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(184).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(185).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(19).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(191).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(192).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(193).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(194).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(195).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(196).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(197).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(198).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(199).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(20).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(200).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(201).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(202).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(203).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(204).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(205).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(206).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(207).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(208).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(209).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(21).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(210).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(216).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(217).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(218).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(219).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(22).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(220).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(221).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(222).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(223).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(224).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(225).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(226).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(227).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(228).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(229).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(23).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(230).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(231).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(232).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(233).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(234).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(235).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(24).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(242).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(243).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(244).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(245).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(246).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(247).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(248).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(249).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(25).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(250).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(251).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(252).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(253).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(254).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(255).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(256).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(257).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(258).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(259).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(26).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(260).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(261).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(267).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(268).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(269).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(27).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(270).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(271).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(272).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(273).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(274).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(275).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(276).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(277).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(278).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(279).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(28).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(280).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(281).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(282).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(283).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(284).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(285).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(286).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(29).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(292).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(293).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(294).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(295).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(296).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(297).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(298).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(299).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(30).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(300).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(301).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(302).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(303).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(304).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(305).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(306).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(307).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(308).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(309).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(31).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(310).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(311).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(318).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(319).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(32).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(320).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(321).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(322).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(323).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(324).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(325).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(326).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(327).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(328).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(329).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(33).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(330).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(331).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(332).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(333).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(334).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(335).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(336).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(337).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(343).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(344).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(345).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(346).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(347).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(348).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(349).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(350).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(351).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(352).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(353).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(354).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(355).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(356).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(357).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(358).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(359).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(360).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(361).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(362).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(363).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(364).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(365).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(366).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(372).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(373).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(374).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(375).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(376).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(377).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(378).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(379).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(380).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(381).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(382).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(383).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(384).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(385).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(386).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(387).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(388).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(389).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(39).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(390).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(391).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(392).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(393).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(394).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(395).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(40).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(402).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(403).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(404).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(405).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(406).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(407).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(408).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(409).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(41).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(410).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(411).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(412).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(413).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(414).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(415).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(416).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(417).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(418).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(419).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(42).wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1006/3150 [58:16<1:06:04,  1.85s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1007/3150 [58:18<1:09:05,  1.93s/it]
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(420).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(421).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(422).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(423).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(424).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(425).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(43).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(431).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(432).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(433).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(434).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(435).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(436).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(437).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(438).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(439).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(44).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(440).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(441).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(442).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(443).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(444).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(445).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(446).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(447).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(448).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(449).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(45).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(450).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(451).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(452).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(453).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(454).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(46).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(47).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(48).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(49).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(50).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(51).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(52).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(53).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(54).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(55).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(56).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(57).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(58).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(64).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(65).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(66).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(67).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(68).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(69).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(70).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(71).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(72).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(73).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(74).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(75).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(76).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(77).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(78).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(79).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(80).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(81).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(82).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(83).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(90).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(91).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(92).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(93).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(94).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(95).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(96).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(97).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(98).wiff
raw_data_serumBA
Unpacked_From_MX453016 McCann BA(99).wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 356 rows!
Extracted information for 356 samples.
Processing  ST002739
Initiating REDU-table generation for AN004442
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KO1_001_RB4_1_6141.mzML
KO1_002_RB4_1_6149.mzML
KO1_003_RB4_1_6157.mzML
KO1_004_RB4_1_6165.mzML
KO2_001_RB5_1_6142.mzML
KO2_002_RB5_1_6150.mzML
KO2_003_RB5_1_6158.mzML
KO2_004_RB5_1_6166.mzML
KO3_001_RB6_1_6143.mzML
KO3_002_RB6_1_6151.mzML
KO3_003_RB6_1_6159.mzML
KO3_004_RB6_1_6167.mzML
WT1_001_RB1_1_6137.mzML
WT1_002_RB1_1_6145.mzML
WT1_003_RB1_1_6153.mzML
WT1_004_RB1_1_6161.mzML
WT2_001_RB2_1_6138.mzML
WT2_002_RB2_1_6146.mzML
WT2_003_RB2_1_6154.mzML
WT2_004_RB2_1_6162.mzML
WT3_001_RB3_1_6139.mzML
WT3_002_RB3_1_6147.mzML
WT3_003_RB3_1_6155.mzML
WT3_004_RB3_1_6163.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002234
No raw data detected. Ignoring ST002234
Processing  ST001888
Initiating REDU-table generation for AN003057
Rest length is 175
raw file key found.
Initiating REDU-table generation for AN003058
Rest length is 175
raw file key found.
Initiating REDU-table generation for AN003059
Rest length is 175
raw file key found.
Initiating REDU-table generation for AN003060
Rest length is 175
raw file key found.
Initiating REDU-table generation for AN003061
Rest length is 175
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Mouse_brain_metabolome_atlas_HILIC
HILICneg
OldMAPool001_MX591555_negHILIC_preDing001.raw
Mouse_brain_metabolome_atlas_HILIC
HILICpos
Ding001_MX591555_posHILIC_900483-014-056.raw
Mouse_brain_metabolome_atlas_HILIC
HILICpos
Ding002_MX591555_posHILIC_900483-011-033.raw
Mouse_brain_metabolome_atlas_HILIC
HILICpos
Ding003_MX591555_posHILIC_900483-014-145.raw
Mouse_brain_metabolome_atlas_HILIC
HILICpos
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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Mouse_brain_metabolome_atlas_HILIC
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HILICpos/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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Mouse_brain_metabolome_atlas_HILIC
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 175 rows!
Extracted information for 175 samples.
Processing  ST001928
No raw data detected. Ignoring ST001928
Processing  ST003350
Initiating REDU-table generation for AN005491
Rest length is 320
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
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Ma249CK
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Ma249CK
ma249-198-p-1.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1011/3150 [58:30<1:25:34,  2.40s/it]
Ma249CK
ma249-202-p-1.mzML
Ma249CK
ma249-203-p-1.mzML
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ma250-312-p-2.mzML
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Ma249CK
ma250-318-p-2.mzML
Ma249CK
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Ma249CK
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Ma249CK
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Ma249CK
ma250-466-p-2.mzML
Ma249CK
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Ma249CK
ma250-469-p-2.mzML
Ma249CK
ma250-471-p-2.mzML
Ma249CK
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Ma249CK
ma250-484-p-2.mzML
Ma249CK
ma250-489-p-2.mzML
Ma249CK
ma250-490-p-2.mzML
Ma249CK
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Ma249CK
ma250-499-p-2.mzML
Ma249CK
ma250-503-p-2.mzML
Ma249CK
ma250-506-p-2.mzML
Ma249CK
ma250-517-p-2.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 320 rows!
Extracted information for 320 samples.
Processing  ST001289
No raw data detected. Ignoring ST001289
Processing  ST000358
No raw data detected. Ignoring ST000358
Processing  ST000406
No raw data detected. Ignoring ST000406
Processing  ST002734
Initiating REDU-table generation for AN004432
Rest length is 34
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004433
Rest length is 34
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
EZH2
ESI (+)
A677G_1.mzML
EZH2
ESI (+)
A677G_2.mzML
EZH2
ESI (+)
A677G_3.mzML
EZH2
ESI (+)
DM_1.mzML
EZH2
ESI (+)
DM_2.mzML
EZH2
ESI (+)
DM_3.mzML
EZH2
ESI (+)
QC_0.mzML
EZH2
ESI (+)
QC_1.mzML
EZH2
ESI (+)
QC_2.mzML
EZH2
ESI (+)
QC_3.mzML
EZH2
ESI (+)
QC_4.mzML
EZH2
ESI (+)
WT_1.mzML
EZH2
ESI (+)
WT_2.mzML
EZH2
ESI (+)
WT_3.mzML
EZH2
ESI (+)
Y641F_1.mzML
EZH2
ESI (+)
Y641F_2.mzML
EZH2
ESI (+)
Y641F_3.mzML
EZH2
ESI (-)
A677G_1_neg.mzML
EZH2
ESI (-)
A677G_2_neg.mzML
EZH2
ESI (-)
A677G_3_neg.mzML
EZH2
ESI (-)
DM_1_neg.mzML
EZH2
ESI (-)
DM_2_neg.mzML
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ESI (-)
DM_3_neg.mzML
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ESI (-)
QC_1_neg.mzML
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ESI (-)
QC_2_neg.mzML
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QC_3_neg.mzML
EZH2
ESI (-)
QC_4_neg.mzML
EZH2
ESI (-)
WT_1_neg.mzML
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WT_2_neg.mzML
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EZH2
ESI (-)
Y641F_2_neg.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1015/3150 [58:34<1:00:49,  1.71s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1016/3150 [58:37<1:10:56,  1.99s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1017/3150 [58:40<1:15:30,  2.12s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1018/3150 [58:43<1:23:14,  2.34s/it]

EZH2
ESI (-)
Y641F_3_neg.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 34 rows!
Extracted information for 34 samples.
Processing  ST002169
Initiating REDU-table generation for AN003553
Rest length is 142
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003554
Rest length is 142
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
N_DB1.mzML
N_DB10.mzML
N_DB2.mzML
N_DB3.mzML
N_DB4.mzML
N_DB5.mzML
N_DB6.mzML
N_DB7.mzML
N_DB8.mzML
N_DB9.mzML
N_LC1.mzML
N_LC10.mzML
N_LC11.mzML
N_LC12.mzML
N_LC13.mzML
N_LC14.mzML
N_LC15.mzML
N_LC16.mzML
N_LC17.mzML
N_LC18.mzML
N_LC19.mzML
N_LC2.mzML
N_LC20.mzML
N_LC21.mzML
N_LC22.mzML
N_LC23.mzML
N_LC24.mzML
N_LC3.mzML
N_LC4.mzML
N_LC5.mzML
N_LC6.mzML
N_LC7.mzML
N_LC8.mzML
N_LC9.mzML
N_M1.mzML
N_M10.mzML
N_M11.mzML
N_M12.mzML
N_M13.mzML
N_M14.mzML
N_M15.mzML
N_M16.mzML
N_M17.mzML
N_M18.mzML
N_M19.mzML
N_M2.mzML
N_M20_SUNG.mzML
N_M22_HOA.mzML
N_M23_VINH.mzML
N_M24_TRUYEN.mzML
N_M25_BICH.mzML
N_M26.mzML
N_M27_CAU.mzML
N_M29_QUANG.mzML
N_M3.mzML
N_M30_PHONG.mzML
N_M31_BINH.mzML
N_M32_KIEN.mzML
N_M33_MINH.mzML
N_M34_LAN.mzML
N_M35_HUYEN.mzML
N_M36_THOM.mzML
N_M37_HANG.mzML
N_M38_UT.mzML
N_M39_THO.mzML
N_M4.mzML
N_M5.mzML
N_M6.mzML
N_M7.mzML
N_M9.mzML
N_MV28_SANG.mzML
P_DB1.mzML
P_DB10.mzML
P_DB2.mzML
P_DB3.mzML
P_DB4.mzML
P_DB5.mzML
P_DB6.mzML
P_DB7.mzML
P_DB8.mzML
P_DB9.mzML
P_LC1.mzML
P_LC10.mzML
P_LC11.mzML
P_LC12.mzML
P_LC13.mzML
P_LC14.mzML
P_LC15.mzML
P_LC16.mzML
P_LC17.mzML
P_LC18.mzML
P_LC19.mzML
P_LC2.mzML
P_LC20.mzML
P_LC21.mzML
P_LC22.mzML
P_LC23.mzML
P_LC24.mzML
P_LC3.mzML
P_LC4.mzML
P_LC5.mzML
P_LC6.mzML
P_LC7.mzML
P_LC8.mzML
P_LC9.mzML
P_M1.mzML
P_M10.mzML
P_M11.mzML
P_M12.mzML
P_M13.mzML
P_M14.mzML
P_M15.mzML
P_M16.mzML
P_M17.mzML
P_M18.mzML
P_M19.mzML
P_M2.mzML
P_M20_SUNG.mzML
P_M22_HOA.mzML
P_M23_VINH.mzML
P_M24_TRUYEN.mzML
P_M25_BICH.mzML
P_M26.mzML
P_M27_CAU.mzML
P_M29_QUANG.mzML
P_M3.mzML
P_M30_PHONG.mzML
P_M31_BINH.mzML
P_M32_KIEN.mzML
P_M33_MINH.mzML
P_M34_LAN.mzML
P_M35_HUYEN.mzML
P_M36_THOM.mzML
P_M37_HANG.mzML
P_M38_UT.mzML
P_M39_THO.mzML
P_M4.mzML
P_M5.mzML
P_M6.mzML
P_M7.mzML
P_M9.mzML
P_MV28_SANG.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 142 rows!
Extracted information for 142 samples.
Processing  ST002852
Initiating REDU-table generation for AN004672
Rest length is 16
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004673
Rest length is 16
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data
tumor-enzalutamide-1-01.RAW
Data
tumor-enzalutamide-1-02.RAW
Data
tumor-enzalutamide-2-01.RAW
Data
tumor-enzalutamide-2-02.RAW
Data
tumor-enzalutamide-3-01.RAW
Data
tumor-enzalutamide-3-02.RAW
Data
tumor-enzalutamide-4-01.RAW
Data
tumor-enzalutamide-4-02.RAW
Data
tumor-enzalutamide-5-01.RAW
Data
tumor-enzalutamide-5-02.RAW
Data
tumor-veh-1-01.RAW
Data
tumor-veh-1-02.RAW
Data
tumor-veh-2-01.RAW
Data
tumor-veh-2-02.RAW
Data
tumor-veh-3-01.RAW
Data
tumor-veh-3-02.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST003241
Initiating REDU-table generation for AN005309
Rest length is 8
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005310
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
4876
Neg_Lung_CreERT2_210.raw
4876
Neg_Lung_CreERT2_216.raw
4876
Neg_Lung_CreERT2_223.raw
4876
Neg_Lung_CreERT2_232.raw
4876
Neg_Lung_FF_218.raw
4876
Neg_Lung_FF_219.raw
4876
Neg_Lung_FF_225.raw
4876
Neg_Lung_FF_226.raw
4876
Pos_Lung_CreERT2_210.raw
4876
Pos_Lung_CreERT2_216.raw
4876
Pos_Lung_CreERT2_223.raw
4876
Pos_Lung_CreERT2_232.raw
4876
Pos_Lung_FF_218.raw
4876
Pos_Lung_FF_219.raw
4876
Pos_Lung_FF_225.raw
4876
Pos_Lung_FF_226.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST000441
No raw data detected. Ignoring ST000441
Processing  ST001311
No raw data detected. Ignoring ST001311
Processing  ST000229
Initiating REDU-table generation for AN000342
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 140.67it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1021/3150 [58:47<1:02:53,  1.77s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 32%|███▏      | 1022/3150 [58:51<1:16:08,  2.15s/it]
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_7.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_Blank_1ppmCocd3_WideIsolation_1.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_Blank_1ppmCocd3_WideIsolation_2.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_Blank_1ppmCocd3_WideIsolation_3.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_Blank_1ppmCocd3_WideIsolation_4.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_Blank_1ppmCocd3_WideIsolation_5.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_Blank_1ppmCocd3_WideIsolation_6.RAW
ST000229
April 2 2015 - Blood Coc for CalCurve and LDR
HumanBlood_Blank_1ppmCocd3_WideIsolation_7.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 91 rows!
Extracted information for 91 samples.
Processing  ST002570
Initiating REDU-table generation for AN004234
Rest length is 54
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004235
Rest length is 54
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
11032022_PlantLipidomic
A2_1-NEG.raw
11032022_PlantLipidomic
A2_1-POS.raw
11032022_PlantLipidomic
A2_2-NEG.raw
11032022_PlantLipidomic
A2_2-POS.raw
11032022_PlantLipidomic
A2_3-NEG.raw
11032022_PlantLipidomic
A2_3-POS.raw
11032022_PlantLipidomic
A3_1-NEG.raw
11032022_PlantLipidomic
A3_1-POS.raw
11032022_PlantLipidomic
A3_2-NEG.raw
11032022_PlantLipidomic
A3_2-POS.raw
11032022_PlantLipidomic
A3_3-NEG.raw
11032022_PlantLipidomic
A3_3-POS.raw
11032022_PlantLipidomic
B2_1-NEG.raw
11032022_PlantLipidomic
B2_1-POS.raw
11032022_PlantLipidomic
B2_2-NEG.raw
11032022_PlantLipidomic
B2_2-POS.raw
11032022_PlantLipidomic
B2_3-NEG.raw
11032022_PlantLipidomic
B2_3-POS.raw
11032022_PlantLipidomic
B3_1-NEG.raw
11032022_PlantLipidomic
B3_1-POS.raw
11032022_PlantLipidomic
B3_2-NEG.raw
11032022_PlantLipidomic
B3_2-POS.raw
11032022_PlantLipidomic
B3_3-NEG.raw
11032022_PlantLipidomic
B3_3-POS.raw
11032022_PlantLipidomic
C1_1-NEG.raw
11032022_PlantLipidomic
C1_1-POS.raw
11032022_PlantLipidomic
C1_2-NEG.raw
11032022_PlantLipidomic
C1_2-POS.raw
11032022_PlantLipidomic
C1_3-NEG.raw
11032022_PlantLipidomic
C1_3-POS.raw
11032022_PlantLipidomic
C2_1-NEG.raw
11032022_PlantLipidomic
C2_1-POS.raw
11032022_PlantLipidomic
C2_2-NEG.raw
11032022_PlantLipidomic
C2_2-POS.raw
11032022_PlantLipidomic
C2_3-NEG.raw
11032022_PlantLipidomic
C2_3-POS.raw
11032022_PlantLipidomic
C3_1-NEG.raw
11032022_PlantLipidomic
C3_1-POS.raw
11032022_PlantLipidomic
C3_2-NEG.raw
11032022_PlantLipidomic
C3_2-POS_.raw
11032022_PlantLipidomic
C3_3-NEG.raw
11032022_PlantLipidomic
C3_3-POS.raw
11032022_PlantLipidomic
QC01-NEG.raw
11032022_PlantLipidomic
QC01-POS.raw
11032022_PlantLipidomic
QC02-NEG.raw
11032022_PlantLipidomic
QC02-POS.raw
11032022_PlantLipidomic
QC4-NEG.raw
11032022_PlantLipidomic
QC4-POS.raw
11032022_PlantLipidomic
QC5-NEG.raw
11032022_PlantLipidomic
QC5-POS.raw
11032022_PlantLipidomic
QC6-NEG.raw
11032022_PlantLipidomic
QC6-POS.raw
11032022_PlantLipidomic
QC7-NEG.raw
11032022_PlantLipidomic
QC7-POS.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST002614
No raw data detected. Ignoring ST002614
Processing  ST001037
No raw data detected. Ignoring ST001037
Processing  ST000307
Initiating REDU-table generation for AN000486
Rest length is 60
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/21 [00:00<?, ?it/s]

Mapping potential matches:  43%|████▎     | 9/21 [00:00<00:00, 88.76it/s]

Mapping potential matches:  86%|████████▌ | 18/21 [00:00<00:00, 88.02it/s]
Mapping potential matches: 100%|██████████| 21/21 [00:00<00:00, 86.25it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000487
Rest length is 60
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/21 [00:00<?, ?it/s]

Mapping potential matches:  43%|████▎     | 9/21 [00:00<00:00, 89.88it/s]

Mapping potential matches:  86%|████████▌ | 18/21 [00:00<00:00, 89.62it/s]
Mapping potential matches: 100%|██████████| 21/21 [00:00<00:00, 89.66it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1025/3150 [58:56<1:09:56,  1.97s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000307
Data
neg
QE2_SBS_27_10[Naive_KO5_45].mzXML
ST000307
Data
neg
QE2_SBS_27_11[CD3_WT3_042215_23].mzXML
ST000307
Data
neg
QE2_SBS_27_12[Naive_WT_1_56].mzXML
ST000307
Data
neg
QE2_SBS_27_13[CD3_+_CD28_KO2_042215_2].mzXML
ST000307
Data
neg
QE2_SBS_27_14[Naive_KO1_41].mzXML
ST000307
Data
neg
QE2_SBS_27_15[Naive_WT_5_042215_30].mzXML
ST000307
Data
neg
QE2_SBS_27_16[CD3_+_CD28_KO1_31].mzXML
ST000307
Data
neg
QE2_SBS_27_17[Naive_KO4_042215_14].mzXML
ST000307
Data
neg
QE2_SBS_27_18[CD3_+_CD28_KO2_32].mzXML
ST000307
Data
neg
QE2_SBS_27_19[CD3_+_CD28_KO4_34].mzXML
ST000307
Data
neg
QE2_SBS_27_1[BLANK].mzXML
ST000307
Data
neg
QE2_SBS_27_20[CD3_+_CD28_KO5_35].mzXML
ST000307
Data
neg
QE2_SBS_27_21[CD3_KO5_042215_10].mzXML
ST000307
Data
neg
QE2_SBS_27_22[CD3_WT2_042215_22].mzXML
ST000307
Data
neg
QE2_SBS_27_23[CD3_KO4_39].mzXML
ST000307
Data
neg
QE2_SBS_27_24[CD3_WT1_51].mzXML
ST000307
Data
neg
QE2_SBS_27_25[BLANK].mzXML
ST000307
Data
neg
QE2_SBS_27_26[neat_Qc].mzXML
ST000307
Data
neg
QE2_SBS_27_27[CD3_+_CD28_WT2_47].mzXML
ST000307
Data
neg
QE2_SBS_27_28[CD3_KO3_042215_8].mzXML
ST000307
Data
neg
QE2_SBS_27_29[CD3_+_CD28_KO3_042215_3].mzXML
ST000307
Data
neg
QE2_SBS_27_2[BLANK].mzXML
ST000307
Data
neg
QE2_SBS_27_30[CD3_+_CD28_WT4_49].mzXML
ST000307
Data
neg
QE2_SBS_27_31[CD3_+_CD28_KO3_33].mzXML
ST000307
Data
neg
QE2_SBS_27_32[CD3_WT4_042215_24].mzXML
ST000307
Data
neg
QE2_SBS_27_33[CD3_WT4_54].mzXML
ST000307
Data
neg
QE2_SBS_27_34[CD3_WT5_55].mzXML
ST000307
Data
neg
QE2_SBS_27_35[CD3_KO2_042215_7].mzXML
ST000307
Data
neg
QE2_SBS_27_36[CD3_WT5_042215_25].mzXML
ST000307
Data
neg
QE2_SBS_27_37[Naive_WT_1_042215_26].mzXML
ST000307
Data
neg
QE2_SBS_27_38[Naive_WT_4_042215_29].mzXML
ST000307
Data
neg
QE2_SBS_27_39[CD3_+_CD28_KO5_042215_5].mzXML
ST000307
Data
neg
QE2_SBS_27_3[BLANK].mzXML
ST000307
Data
neg
QE2_SBS_27_40[Naive_WT_4_59].mzXML
ST000307
Data
neg
QE2_SBS_27_41[CD3_+_CD28_WT5_042215_20].mzXML
ST000307
Data
neg
QE2_SBS_27_42[Naive_WT_3_58].mzXML
ST000307
Data
neg
QE2_SBS_27_43[Naive_WT_2_57].mzXML
ST000307
Data
neg
QE2_SBS_27_44[Naive_KO2_42].mzXML
ST000307
Data
neg
QE2_SBS_27_45[Naive_WT_2_042215_27].mzXML
ST000307
Data
neg
QE2_SBS_27_46[Naive_KO4_44].mzXML
ST000307
Data
neg
QE2_SBS_27_47[BLANK].mzXML
ST000307
Data
neg
QE2_SBS_27_48[neat_Qc].mzXML
ST000307
Data
neg
QE2_SBS_27_49[CD3_WT3_53].mzXML
ST000307
Data
neg
QE2_SBS_27_4[neat_Qc].mzXML
ST000307
Data
neg
QE2_SBS_27_50[CD3_+_CD28_WT3_48].mzXML
ST000307
Data
neg
QE2_SBS_27_51[CD3_KO1_042215_6].mzXML
ST000307
Data
neg
QE2_SBS_27_52[CD3_+_CD28_WT3_042215_18].mzXML
ST000307
Data
neg
QE2_SBS_27_53[Naive_KO3_43].mzXML
ST000307
Data
neg
QE2_SBS_27_54[CD3_+_CD28_WT2_042215_17].mzXML
ST000307
Data
neg
QE2_SBS_27_55[CD3_+_CD28_KO4_042215_4].mzXML
ST000307
Data
neg
QE2_SBS_27_56[Naive_KO5_042215_15].mzXML
ST000307
Data
neg
QE2_SBS_27_57[CD3_WT1_042215_21].mzXML
ST000307
Data
neg
QE2_SBS_27_58[Naive_WT_3_042215_28].mzXML
ST000307
Data
neg
QE2_SBS_27_59[CD3_+_CD28_WT1_042215_16].mzXML
ST000307
Data
neg
QE2_SBS_27_5[CD3_KO4_042215_9].mzXML
ST000307
Data
neg
QE2_SBS_27_60[CD3_+_CD28_WT5_50].mzXML
ST000307
Data
neg
QE2_SBS_27_61[CD3_+_CD28_WT1_46].mzXML
ST000307
Data
neg
QE2_SBS_27_62[CD3_KO2_37].mzXML
ST000307
Data
neg
QE2_SBS_27_63[CD3_KO1_36].mzXML
ST000307
Data
neg
QE2_SBS_27_64[Naive_WT_5_60].mzXML
ST000307
Data
neg
QE2_SBS_27_65[CD3_+_CD28_WT4_042215_19].mzXML
ST000307
Data
neg
QE2_SBS_27_66[CD3_KO5_40].mzXML
ST000307
Data
neg
QE2_SBS_27_67[Naive_KO2_042215_12].mzXML
ST000307
Data
neg
QE2_SBS_27_68[CD3_+_CD28_KO1_042215_1].mzXML
ST000307
Data
neg
QE2_SBS_27_6[CD3_KO3_38].mzXML
ST000307
Data
neg
QE2_SBS_27_7[Naive_KO1_042215_11].mzXML
ST000307
Data
neg
QE2_SBS_27_8[CD3_WT2_52].mzXML
ST000307
Data
neg
QE2_SBS_27_9[Naive_KO3_042215_13].mzXML
ST000307
Data
pos
QE2_SBS_27_10[Na?ve_KO5_45].raw
ST000307
Data
pos
QE2_SBS_27_12[Na?ve_WT_1_56].raw
ST000307
Data
pos
QE2_SBS_27_14[Na?ve_KO1_41].raw
ST000307
Data
pos
QE2_SBS_27_15[Na?ve_WT_5_042215_30].raw
ST000307
Data
pos
QE2_SBS_27_17[Na?ve_KO4_042215_14].raw
ST000307
Data
pos
QE2_SBS_27_37[Na?ve_WT_1_042215_26].raw
ST000307
Data
pos
QE2_SBS_27_38[Na?ve_WT_4_042215_29].raw
ST000307
Data
pos
QE2_SBS_27_40[Na?ve_WT_4_59].raw
ST000307
Data
pos
QE2_SBS_27_42[Na?ve_WT_3_58].raw
ST000307
Data
pos
QE2_SBS_27_43[Na?ve_WT_2_57].raw
ST000307
Data
pos
QE2_SBS_27_7[Na?ve_KO1_042215_11].raw
ST000307
Data
pos
QE2_SBS_27_9[Na?ve_KO3_042215_13].raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 80 rows!
Extracted information for 80 samples.
Processing  ST002192
No raw data detected. Ignoring ST002192
Processing  ST002432
Initiating REDU-table generation for AN003959
Rest length is 360
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003960
Rest length is 360
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003961
Rest length is 360
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003962
Rest length is 360
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
IIV_Metformin
YW_20201206_033_20201208153824.mzML
IIV_Metformin
YW_20201206_034_20201208154344.mzML
IIV_Metformin
YW_20201206_035_20201208154904.mzML
IIV_Metformin
YW_20201206_036_20201208155425.mzML
IIV_Metformin
YW_20201206_037_20201208155945.mzML
IIV_Metformin
YW_20201206_038_20201208160505.mzML
IIV_Metformin
YW_20201206_039_20201208161025.mzML
IIV_Metformin
YW_20201206_040_20201208161547.mzML
IIV_Metformin
YW_20201206_041_20201208162107.mzML
IIV_Metformin
YW_20201206_042_20201208162625.mzML
IIV_Metformin
YW_20201206_043_20201208163145.mzML
IIV_Metformin
YW_20201206_044_20201208163705.mzML
IIV_Metformin
YW_20201206_047.mzML
IIV_Metformin
YW_20201206_048.mzML
IIV_Metformin
YW_20201206_049.mzML
IIV_Metformin
YW_20201206_050.mzML
IIV_Metformin
YW_20201206_051.mzML
IIV_Metformin
YW_20201206_052.mzML
IIV_Metformin
YW_20201206_053.mzML
IIV_Metformin
YW_20201206_054.mzML
IIV_Metformin
YW_20201206_055.mzML
IIV_Metformin
YW_20201206_056.mzML
IIV_Metformin
YW_20201206_057.mzML
IIV_Metformin
YW_20201206_058.mzML
IIV_Metformin
YW_20201206_061.mzML
IIV_Metformin
YW_20201206_062.mzML
IIV_Metformin
YW_20201206_063.mzML
IIV_Metformin
YW_20201206_064.mzML
IIV_Metformin
YW_20201206_065.mzML
IIV_Metformin
YW_20201206_066.mzML
IIV_Metformin
YW_20201206_067.mzML
IIV_Metformin
YW_20201206_068.mzML
IIV_Metformin
YW_20201206_069.mzML
IIV_Metformin
YW_20201206_070.mzML
IIV_Metformin
YW_20201206_071.mzML
IIV_Metformin
YW_20201206_072.mzML
IIV_Metformin
YW_20201206_079.mzML
IIV_Metformin
YW_20201206_080.mzML
IIV_Metformin
YW_20201206_081.mzML
IIV_Metformin
YW_20201206_082.mzML
IIV_Metformin
YW_20201206_083.mzML
IIV_Metformin
YW_20201206_084.mzML
IIV_Metformin
YW_20201206_085.mzML
IIV_Metformin
YW_20201206_086.mzML
IIV_Metformin
YW_20201206_087.mzML
IIV_Metformin
YW_20201206_088.mzML
IIV_Metformin
YW_20201206_089.mzML
IIV_Metformin
YW_20201206_090.mzML
IIV_Metformin
YW_20201206_093.mzML
IIV_Metformin
YW_20201206_094.mzML
IIV_Metformin
YW_20201206_095.mzML
IIV_Metformin
YW_20201206_096.mzML
IIV_Metformin
YW_20201206_097.mzML
IIV_Metformin
YW_20201206_098.mzML
IIV_Metformin
YW_20201206_099.mzML
IIV_Metformin
YW_20201206_100.mzML
IIV_Metformin
YW_20201206_101.mzML
IIV_Metformin
YW_20201206_102.mzML
IIV_Metformin
YW_20201206_103.mzML
IIV_Metformin
YW_20201206_104.mzML
IIV_Metformin
YW_20201206_107_20201210165216.mzML
IIV_Metformin
YW_20201206_108_20201210165738.mzML
IIV_Metformin
YW_20201206_109.mzML
IIV_Metformin
YW_20201206_110.mzML
IIV_Metformin
YW_20201206_111.mzML
IIV_Metformin
YW_20201206_112.mzML
IIV_Metformin
YW_20201206_113.mzML
IIV_Metformin
YW_20201206_114.mzML
IIV_Metformin
YW_20201206_115.mzML
IIV_Metformin
YW_20201206_116.mzML
IIV_Metformin
YW_20201206_117.mzML
IIV_Metformin
YW_20201206_118.mzML
IIV_Metformin
YW_20201206_125.mzML
IIV_Metformin
YW_20201206_126.mzML
IIV_Metformin
YW_20201206_127.mzML
IIV_Metformin
YW_20201206_128.mzML
IIV_Metformin
YW_20201206_129.mzML
IIV_Metformin
YW_20201206_130.mzML
IIV_Metformin
YW_20201206_131.mzML
IIV_Metformin
YW_20201206_132.mzML
IIV_Metformin
YW_20201206_133.mzML
IIV_Metformin
YW_20201206_134.mzML
IIV_Metformin
YW_20201206_135.mzML
IIV_Metformin
YW_20201206_136.mzML
IIV_Metformin
YW_20201206_139.mzML
IIV_Metformin
YW_20201206_140.mzML
IIV_Metformin
YW_20201206_141.mzML
IIV_Metformin
YW_20201206_142.mzML
IIV_Metformin
YW_20201206_143.mzML
IIV_Metformin
YW_20201206_144.mzML
IIV_Metformin
YW_20201206_145.mzML
IIV_Metformin
YW_20201206_146.mzML
IIV_Metformin
YW_20201206_147.mzML
IIV_Metformin
YW_20201206_148.mzML
IIV_Metformin
YW_20201206_149.mzML
IIV_Metformin
YW_20201206_150.mzML
IIV_Metformin
YW_20201206_153.mzML
IIV_Metformin
YW_20201206_154.mzML
IIV_Metformin
YW_20201206_155.mzML
IIV_Metformin
YW_20201206_156.mzML
IIV_Metformin
YW_20201206_157.mzML
IIV_Metformin
YW_20201206_158.mzML
IIV_Metformin
YW_20201206_159.mzML
IIV_Metformin
YW_20201206_160.mzML
IIV_Metformin
YW_20201206_161.mzML
IIV_Metformin
YW_20201206_162.mzML
IIV_Metformin
YW_20201206_163.mzML
IIV_Metformin
YW_20201206_164.mzML
IIV_Metformin
YW_20201206_171.mzML
IIV_Metformin
YW_20201206_172.mzML
IIV_Metformin
YW_20201206_173.mzML
IIV_Metformin
YW_20201206_174.mzML
IIV_Metformin
YW_20201206_175.mzML
IIV_Metformin
YW_20201206_176.mzML
IIV_Metformin
YW_20201206_177.mzML
IIV_Metformin
YW_20201206_178.mzML
IIV_Metformin
YW_20201206_179.mzML
IIV_Metformin
YW_20201206_180.mzML
IIV_Metformin
YW_20201206_181.mzML
IIV_Metformin
YW_20201206_182.mzML
IIV_Metformin
YW_20201206_185.mzML
IIV_Metformin
YW_20201206_186.mzML
IIV_Metformin
YW_20201206_187.mzML
IIV_Metformin
YW_20201206_188.mzML
IIV_Metformin
YW_20201206_189.mzML
IIV_Metformin
YW_20201206_190.mzML
IIV_Metformin
YW_20201206_191.mzML
IIV_Metformin
YW_20201206_192.mzML
IIV_Metformin
YW_20201206_193.mzML
IIV_Metformin
YW_20201206_194.mzML
IIV_Metformin
YW_20201206_195.mzML
IIV_Metformin
YW_20201206_196.mzML
IIV_Metformin
YW_20201206_199.mzML
IIV_Metformin
YW_20201206_200.mzML
IIV_Metformin
YW_20201206_201.mzML
IIV_Metformin
YW_20201206_202.mzML
IIV_Metformin
YW_20201206_203.mzML
IIV_Metformin
YW_20201206_204.mzML
IIV_Metformin
YW_20201206_205.mzML
IIV_Metformin
YW_20201206_206.mzML
IIV_Metformin
YW_20201206_207.mzML
IIV_Metformin
YW_20201206_208.mzML
IIV_Metformin
YW_20201206_209.mzML
IIV_Metformin
YW_20201206_210.mzML
IIV_Metformin
YW_20201206_217.mzML
IIV_Metformin
YW_20201206_218.mzML
IIV_Metformin
YW_20201206_219.mzML
IIV_Metformin
YW_20201206_220.mzML
IIV_Metformin
YW_20201206_221.mzML
IIV_Metformin
YW_20201206_222.mzML
IIV_Metformin
YW_20201206_223.mzML
IIV_Metformin
YW_20201206_224.mzML
IIV_Metformin
YW_20201206_225.mzML
IIV_Metformin
YW_20201206_226.mzML
IIV_Metformin
YW_20201206_227.mzML
IIV_Metformin
YW_20201206_228.mzML
IIV_Metformin
YW_20201206_231.mzML
IIV_Metformin
YW_20201206_232.mzML
IIV_Metformin
YW_20201206_233.mzML
IIV_Metformin
YW_20201206_234.mzML
IIV_Metformin
YW_20201206_235.mzML
IIV_Metformin
YW_20201206_236.mzML
IIV_Metformin
YW_20201206_237.mzML
IIV_Metformin
YW_20201206_238.mzML
IIV_Metformin
YW_20201206_239.mzML
IIV_Metformin
YW_20201206_240.mzML
IIV_Metformin
YW_20201206_241.mzML
IIV_Metformin
YW_20201206_242.mzML
IIV_Metformin
YW_20201206_245.mzML
IIV_Metformin
YW_20201206_246.mzML
IIV_Metformin
YW_20201206_247.mzML
IIV_Metformin
YW_20201206_248.mzML
IIV_Metformin
YW_20201206_249.mzML
IIV_Metformin
YW_20201206_250.mzML
IIV_Metformin
YW_20201206_251.mzML
IIV_Metformin
YW_20201206_252.mzML
IIV_Metformin
YW_20201206_253.mzML
IIV_Metformin
YW_20201206_254.mzML
IIV_Metformin
YW_20201206_255.mzML
IIV_Metformin
YW_20201206_256.mzML
IIV_Metformin
YW_20201210_033.mzML
IIV_Metformin
YW_20201210_034.mzML
IIV_Metformin
YW_20201210_035.mzML
IIV_Metformin
YW_20201210_036.mzML
IIV_Metformin
YW_20201210_037.mzML
IIV_Metformin
YW_20201210_038.mzML
IIV_Metformin
YW_20201210_039.mzML
IIV_Metformin
YW_20201210_040.mzML
IIV_Metformin
YW_20201210_041.mzML
IIV_Metformin
YW_20201210_042.mzML
IIV_Metformin
YW_20201210_043.mzML
IIV_Metformin
YW_20201210_044.mzML
IIV_Metformin
YW_20201210_047.mzML
IIV_Metformin
YW_20201210_048.mzML
IIV_Metformin
YW_20201210_049.mzML
IIV_Metformin
YW_20201210_050.mzML
IIV_Metformin
YW_20201210_051.mzML
IIV_Metformin
YW_20201210_052.mzML
IIV_Metformin
YW_20201210_053.mzML
IIV_Metformin
YW_20201210_054.mzML
IIV_Metformin
YW_20201210_055.mzML
IIV_Metformin
YW_20201210_056.mzML
IIV_Metformin
YW_20201210_057.mzML
IIV_Metformin
YW_20201210_058.mzML
IIV_Metformin
YW_20201210_061.mzML
IIV_Metformin
YW_20201210_062.mzML
IIV_Metformin
YW_20201210_063.mzML
IIV_Metformin
YW_20201210_064.mzML
IIV_Metformin
YW_20201210_065.mzML
IIV_Metformin
YW_20201210_066.mzML
IIV_Metformin
YW_20201210_067.mzML
IIV_Metformin
YW_20201210_068.mzML
IIV_Metformin
YW_20201210_069.mzML
IIV_Metformin
YW_20201210_070.mzML
IIV_Metformin
YW_20201210_071.mzML
IIV_Metformin
YW_20201210_072.mzML
IIV_Metformin
YW_20201210_079.mzML
IIV_Metformin
YW_20201210_080.mzML
IIV_Metformin
YW_20201210_081.mzML
IIV_Metformin
YW_20201210_082.mzML
IIV_Metformin
YW_20201210_083.mzML
IIV_Metformin
YW_20201210_084.mzML
IIV_Metformin
YW_20201210_085.mzML
IIV_Metformin
YW_20201210_086.mzML
IIV_Metformin
YW_20201210_087.mzML
IIV_Metformin
YW_20201210_088.mzML
IIV_Metformin
YW_20201210_089.mzML
IIV_Metformin
YW_20201210_090.mzML
IIV_Metformin
YW_20201210_093.mzML
IIV_Metformin
YW_20201210_094.mzML
IIV_Metformin
YW_20201210_095.mzML
IIV_Metformin
YW_20201210_096.mzML
IIV_Metformin
YW_20201210_097.mzML
IIV_Metformin
YW_20201210_098.mzML
IIV_Metformin
YW_20201210_099.mzML
IIV_Metformin
YW_20201210_100.mzML
IIV_Metformin
YW_20201210_101.mzML
IIV_Metformin
YW_20201210_102.mzML
IIV_Metformin
YW_20201210_103.mzML
IIV_Metformin
YW_20201210_104.mzML
IIV_Metformin
YW_20201210_107.mzML
IIV_Metformin
YW_20201210_108.mzML
IIV_Metformin
YW_20201210_109.mzML
IIV_Metformin
YW_20201210_110.mzML
IIV_Metformin
YW_20201210_111.mzML
IIV_Metformin
YW_20201210_112.mzML
IIV_Metformin
YW_20201210_113.mzML
IIV_Metformin
YW_20201210_114.mzML
IIV_Metformin
YW_20201210_115.mzML
IIV_Metformin
YW_20201210_116.mzML
IIV_Metformin
YW_20201210_117.mzML
IIV_Metformin
YW_20201210_118.mzML
IIV_Metformin
YW_20201210_125.mzML
IIV_Metformin
YW_20201210_126.mzML
IIV_Metformin
YW_20201210_127.mzML
IIV_Metformin
YW_20201210_128.mzML
IIV_Metformin
YW_20201210_129.mzML
IIV_Metformin
YW_20201210_130.mzML
IIV_Metformin
YW_20201210_131.mzML
IIV_Metformin
YW_20201210_132.mzML
IIV_Metformin
YW_20201210_133.mzML
IIV_Metformin
YW_20201210_134.mzML
IIV_Metformin
YW_20201210_135.mzML
IIV_Metformin
YW_20201210_136.mzML
IIV_Metformin
YW_20201210_139.mzML
IIV_Metformin
YW_20201210_140.mzML
IIV_Metformin
YW_20201210_141.mzML
IIV_Metformin
YW_20201210_142.mzML
IIV_Metformin
YW_20201210_143.mzML
IIV_Metformin
YW_20201210_144.mzML
IIV_Metformin
YW_20201210_145.mzML
IIV_Metformin
YW_20201210_146.mzML
IIV_Metformin
YW_20201210_147.mzML
IIV_Metformin
YW_20201210_148.mzML
IIV_Metformin
YW_20201210_149.mzML
IIV_Metformin
YW_20201210_150.mzML
IIV_Metformin
YW_20201210_153.mzML
IIV_Metformin
YW_20201210_154.mzML
IIV_Metformin
YW_20201210_155.mzML
IIV_Metformin
YW_20201210_156.mzML
IIV_Metformin
YW_20201210_157.mzML
IIV_Metformin
YW_20201210_158.mzML
IIV_Metformin
YW_20201210_159.mzML
IIV_Metformin
YW_20201210_160.mzML
IIV_Metformin
YW_20201210_161.mzML
IIV_Metformin
YW_20201210_162.mzML
IIV_Metformin
YW_20201210_163.mzML
IIV_Metformin
YW_20201210_164.mzML
IIV_Metformin
YW_20201210_171.mzML
IIV_Metformin
YW_20201210_172.mzML
IIV_Metformin
YW_20201210_173.mzML
IIV_Metformin
YW_20201210_174.mzML
IIV_Metformin
YW_20201210_175.mzML
IIV_Metformin
YW_20201210_176.mzML
IIV_Metformin
YW_20201210_177.mzML
IIV_Metformin
YW_20201210_178.mzML
IIV_Metformin
YW_20201210_179.mzML
IIV_Metformin
YW_20201210_180.mzML
IIV_Metformin
YW_20201210_181.mzML
IIV_Metformin
YW_20201210_182.mzML
IIV_Metformin
YW_20201210_185.mzML
IIV_Metformin
YW_20201210_186.mzML
IIV_Metformin
YW_20201210_187.mzML
IIV_Metformin
YW_20201210_188.mzML
IIV_Metformin
YW_20201210_189.mzML
IIV_Metformin
YW_20201210_190.mzML
IIV_Metformin/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1027/3150 [59:04<1:31:22,  2.58s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1029/3150 [59:07<1:20:00,  2.26s/it]
 33%|███▎      | 1030/3150 [59:07<1:06:47,  1.89s/it]
YW_20201210_191.mzML
IIV_Metformin
YW_20201210_192.mzML
IIV_Metformin
YW_20201210_193.mzML
IIV_Metformin
YW_20201210_194.mzML
IIV_Metformin
YW_20201210_195.mzML
IIV_Metformin
YW_20201210_196.mzML
IIV_Metformin
YW_20201210_199.mzML
IIV_Metformin
YW_20201210_200.mzML
IIV_Metformin
YW_20201210_201.mzML
IIV_Metformin
YW_20201210_202.mzML
IIV_Metformin
YW_20201210_203.mzML
IIV_Metformin
YW_20201210_204.mzML
IIV_Metformin
YW_20201210_205.mzML
IIV_Metformin
YW_20201210_206.mzML
IIV_Metformin
YW_20201210_207.mzML
IIV_Metformin
YW_20201210_208.mzML
IIV_Metformin
YW_20201210_209.mzML
IIV_Metformin
YW_20201210_210.mzML
IIV_Metformin
YW_20201210_217.mzML
IIV_Metformin
YW_20201210_218.mzML
IIV_Metformin
YW_20201210_219.mzML
IIV_Metformin
YW_20201210_220.mzML
IIV_Metformin
YW_20201210_221.mzML
IIV_Metformin
YW_20201210_222.mzML
IIV_Metformin
YW_20201210_223.mzML
IIV_Metformin
YW_20201210_224.mzML
IIV_Metformin
YW_20201210_225.mzML
IIV_Metformin
YW_20201210_226.mzML
IIV_Metformin
YW_20201210_227.mzML
IIV_Metformin
YW_20201210_228.mzML
IIV_Metformin
YW_20201210_231.mzML
IIV_Metformin
YW_20201210_232.mzML
IIV_Metformin
YW_20201210_233.mzML
IIV_Metformin
YW_20201210_234.mzML
IIV_Metformin
YW_20201210_235.mzML
IIV_Metformin
YW_20201210_236.mzML
IIV_Metformin
YW_20201210_237.mzML
IIV_Metformin
YW_20201210_238.mzML
IIV_Metformin
YW_20201210_239.mzML
IIV_Metformin
YW_20201210_240.mzML
IIV_Metformin
YW_20201210_241.mzML
IIV_Metformin
YW_20201210_242.mzML
IIV_Metformin
YW_20201210_245.mzML
IIV_Metformin
YW_20201210_246.mzML
IIV_Metformin
YW_20201210_247.mzML
IIV_Metformin
YW_20201210_248.mzML
IIV_Metformin
YW_20201210_249.mzML
IIV_Metformin
YW_20201210_250.mzML
IIV_Metformin
YW_20201210_251.mzML
IIV_Metformin
YW_20201210_252.mzML
IIV_Metformin
YW_20201210_253.mzML
IIV_Metformin
YW_20201210_254.mzML
IIV_Metformin
YW_20201210_255.mzML
IIV_Metformin
YW_20201210_256.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 360 rows!
Extracted information for 360 samples.
Processing  ST001515
No raw data detected. Ignoring ST001515
Processing  ST001799
Initiating REDU-table generation for AN002921
Rest length is 57
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
NIST1957recovery
Blank_Buffer_M419_1.mzXML
NIST1957recovery
Blank_Buffer_M419_2.mzXML
NIST1957recovery
Blank_Buffer_M419_3.mzXML
NIST1957recovery
Blank_Buffer_M419_4.mzXML
NIST1957recovery
Blank_Buffer_M419_5.mzXML
NIST1957recovery
Blank_Buffer_M419_6.mzXML
NIST1957recovery
Blank_Buffer_M419_7.mzXML
NIST1957recovery
Blank_Buffer_M419_8.mzXML
NIST1957recovery
Blank_Buffer_M419_9.mzXML
NIST1957recovery
NIST1957_M419-10_1.mzXML
NIST1957recovery
NIST1957_M419-10_2.mzXML
NIST1957recovery
NIST1957_M419-10_3.mzXML
NIST1957recovery
NIST1957_M419-11_1.mzXML
NIST1957recovery
NIST1957_M419-11_2.mzXML
NIST1957recovery
NIST1957_M419-11_3.mzXML
NIST1957recovery
NIST1957_M419-12_1.mzXML
NIST1957recovery
NIST1957_M419-12_2.mzXML
NIST1957recovery
NIST1957_M419-12_3.mzXML
NIST1957recovery
NIST1957_M419-13_1.mzXML
NIST1957recovery
NIST1957_M419-13_2.mzXML
NIST1957recovery
NIST1957_M419-13_3.mzXML
NIST1957recovery
NIST1957_M419-14_1.mzXML
NIST1957recovery
NIST1957_M419-14_2.mzXML
NIST1957recovery
NIST1957_M419-14_3.mzXML
NIST1957recovery
NIST1957_M419-15_1.mzXML
NIST1957recovery
NIST1957_M419-15_2.mzXML
NIST1957recovery
NIST1957_M419-15_3.mzXML
NIST1957recovery
NIST1957_M419-16_1.mzXML
NIST1957recovery
NIST1957_M419-16_2.mzXML
NIST1957recovery
NIST1957_M419-16_3.mzXML
NIST1957recovery
NIST1957_M419-1_1.mzXML
NIST1957recovery
NIST1957_M419-1_2.mzXML
NIST1957recovery
NIST1957_M419-1_3.mzXML
NIST1957recovery
NIST1957_M419-2_1.mzXML
NIST1957recovery
NIST1957_M419-2_2.mzXML
NIST1957recovery
NIST1957_M419-2_3.mzXML
NIST1957recovery
NIST1957_M419-3_1.mzXML
NIST1957recovery
NIST1957_M419-3_2.mzXML
NIST1957recovery
NIST1957_M419-3_3.mzXML
NIST1957recovery
NIST1957_M419-4_1.mzXML
NIST1957recovery
NIST1957_M419-4_2.mzXML
NIST1957recovery
NIST1957_M419-4_3.mzXML
NIST1957recovery
NIST1957_M419-5_1.mzXML
NIST1957recovery
NIST1957_M419-5_2.mzXML
NIST1957recovery
NIST1957_M419-5_3.mzXML
NIST1957recovery
NIST1957_M419-6_1.mzXML
NIST1957recovery
NIST1957_M419-6_2.mzXML
NIST1957recovery
NIST1957_M419-6_3.mzXML
NIST1957recovery
NIST1957_M419-7_1.mzXML
NIST1957recovery
NIST1957_M419-7_2.mzXML
NIST1957recovery
NIST1957_M419-7_3.mzXML
NIST1957recovery
NIST1957_M419-8_1.mzXML
NIST1957recovery
NIST1957_M419-8_2.mzXML
NIST1957recovery
NIST1957_M419-8_3.mzXML
NIST1957recovery
NIST1957_M419-9_1.mzXML
NIST1957recovery
NIST1957_M419-9_2.mzXML
NIST1957recovery
NIST1957_M419-9_3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 57 rows!
Extracted information for 57 samples.
Processing  ST000655
No raw data detected. Ignoring ST000655
Processing  ST001101
No raw data detected. Ignoring ST001101
Processing  ST002073
Initiating REDU-table generation for AN003380
Rest length is 818
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
TargetedData020122
BileAcid_HI_022421_1411.raw
TargetedData020122
BileAcid_HI_022421_1412.raw
TargetedData020122
BileAcid_HI_022421_1413.raw
TargetedData020122
BileAcid_HI_022421_1414.raw
TargetedData020122
BileAcid_HI_022421_1415.raw
TargetedData020122
BileAcid_HI_022421_1416.raw
TargetedData020122
BileAcid_HI_022421_1417.raw
TargetedData020122
BileAcid_HI_022421_1418.raw
TargetedData020122
BileAcid_HI_022421_1419.raw
TargetedData020122
BileAcid_HI_022421_1420.raw
TargetedData020122
BileAcid_HI_022421_1421.raw
TargetedData020122
BileAcid_HI_022421_1422.raw
TargetedData020122
BileAcid_HI_022421_1423.raw
TargetedData020122
BileAcid_HI_022421_1424.raw
TargetedData020122
BileAcid_HI_022421_1425.raw
TargetedData020122
BileAcid_HI_022421_1426.raw
TargetedData020122
BileAcid_HI_022421_1427.raw
TargetedData020122
BileAcid_HI_022421_1429.raw
TargetedData020122
BileAcid_HI_022421_1430.raw
TargetedData020122
BileAcid_HI_022421_1431.raw
TargetedData020122
BileAcid_HI_022421_1432.raw
TargetedData020122
BileAcid_HI_022421_1433.raw
TargetedData020122
BileAcid_HI_022421_1434.raw
TargetedData020122
BileAcid_HI_022421_1435.raw
TargetedData020122
BileAcid_HI_022421_1436.raw
TargetedData020122
BileAcid_HI_022421_1437.raw
TargetedData020122
BileAcid_HI_022421_1438.raw
TargetedData020122
BileAcid_HI_022421_1439.raw
TargetedData020122
BileAcid_HI_022421_1440.raw
TargetedData020122
BileAcid_HI_022421_1441.raw
TargetedData020122
BileAcid_HI_022421_1442.raw
TargetedData020122
BileAcid_HI_022421_1443.raw
TargetedData020122
BileAcid_HI_022421_1444.raw
TargetedData020122
BileAcid_HI_022421_1445.raw
TargetedData020122
BileAcid_HI_022421_1446.raw
TargetedData020122
BileAcid_HI_022421_1447.raw
TargetedData020122
BileAcid_HI_022421_1448.raw
TargetedData020122
BileAcid_HI_022421_1449.raw
TargetedData020122
BileAcid_HI_022421_1450.raw
TargetedData020122
BileAcid_HI_022421_1451.raw
TargetedData020122
BileAcid_HI_022421_1452.raw
TargetedData020122
BileAcid_HI_022421_1453.raw
TargetedData020122
BileAcid_HI_022421_1454.raw
TargetedData020122
BileAcid_HI_022421_1455.raw
TargetedData020122
BileAcid_HI_022421_1456.raw
TargetedData020122
BileAcid_HI_022421_1457.raw
TargetedData020122
BileAcid_HI_022421_1458.raw
TargetedData020122
BileAcid_HI_022421_1459.raw
TargetedData020122
BileAcid_HI_022421_1460.raw
TargetedData020122
BileAcid_HI_022421_1461.raw
TargetedData020122
BileAcid_HI_022421_1462.raw
TargetedData020122
BileAcid_HI_022421_1463.raw
TargetedData020122
BileAcid_HI_022421_1464.raw
TargetedData020122
BileAcid_HI_022421_1465.raw
TargetedData020122
BileAcid_HI_022421_1466.raw
TargetedData020122
BileAcid_HI_022421_1467.raw
TargetedData020122
BileAcid_HI_022421_1468.raw
TargetedData020122
BileAcid_HI_022421_1469.raw
TargetedData020122
BileAcid_HI_022421_1470.raw
TargetedData020122
BileAcid_HI_022421_1471.raw
TargetedData020122
BileAcid_HI_022421_1473.raw
TargetedData020122
BileAcid_HI_022421_1474.raw
TargetedData020122
BileAcid_HI_022421_1475.raw
TargetedData020122
BileAcid_HI_022421_1476.raw
TargetedData020122
BileAcid_HI_022421_1478.raw
TargetedData020122
BileAcid_HI_022421_1479.raw
TargetedData020122
BileAcid_HI_022421_1480.raw
TargetedData020122
BileAcid_HI_022421_1481.raw
TargetedData020122
BileAcid_HI_022421_1482.raw
TargetedData020122
BileAcid_HI_022421_1483.raw
TargetedData020122
BileAcid_HI_022421_1484.raw
TargetedData020122
BileAcid_HI_022421_1485.raw
TargetedData020122
BileAcid_HI_022421_1486.raw
TargetedData020122
BileAcid_HI_022421_1487.raw
TargetedData020122
BileAcid_HI_022421_1488.raw
TargetedData020122
BileAcid_HI_022421_1489.raw
TargetedData020122
BileAcid_HI_022421_1490.raw
TargetedData020122
BileAcid_HI_022421_1491.raw
TargetedData020122
BileAcid_HI_022421_1492.raw
TargetedData020122
BileAcid_HI_022421_1493.raw
TargetedData020122
BileAcid_HI_022421_1494.raw
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BileAcid_LI_022421_Blank02.raw
TargetedData020122
BileAcid_LI_022421_Blank03.raw
TargetedData020122
BileAcid_LI_022421_Blank04.raw
TargetedData020122
BileAcid_LI_022421_Blank05.raw
TargetedData020122
BileAcid_LI_022421_Blank06.raw
TargetedData020122
BileAcid_LI_022421_Blank07.raw
TargetedData020122
BileAcid_LI_022421_Blank08.raw
TargetedData020122
BileAcid_LI_022421_Blank09.raw
TargetedData020122
BileAcid_LI_022421_Blank10.raw
TargetedData020122
BileAcid_LI_022421_Blank11.raw
TargetedData020122
BileAcid_LI_022421_Blank12.raw
TargetedData020122
BileAcid_LI_022421_Blank13.raw
TargetedData020122
BileAcid_LI_022421_Blank14.raw
TargetedData020122
BileAcid_LI_022421_Blank15.raw
TargetedData020122
BileAcid_LI_022421_Blank16.raw
TargetedData020122
BileAcid_LI_022421_Stdm0_01.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1032/3150 [59:15<1:30:46,  2.57s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1033/3150 [59:17<1:28:24,  2.51s/it]
TargetedData020122
BileAcid_LI_022421_Stdm0_02.raw
TargetedData020122
BileAcid_LI_022421_Stdm0_03.raw
TargetedData020122
BileAcid_LI_022421_Stdm0_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm0_05.raw
TargetedData020122
BileAcid_LI_022421_Stdm0_06.raw
TargetedData020122
BileAcid_LI_022421_Stdm1_01.raw
TargetedData020122
BileAcid_LI_022421_Stdm1_02.raw
TargetedData020122
BileAcid_LI_022421_Stdm1_03.raw
TargetedData020122
BileAcid_LI_022421_Stdm1_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm1_05.raw
TargetedData020122
BileAcid_LI_022421_Stdm1_06.raw
TargetedData020122
BileAcid_LI_022421_Stdm2_01.raw
TargetedData020122
BileAcid_LI_022421_Stdm2_02.raw
TargetedData020122
BileAcid_LI_022421_Stdm2_03.raw
TargetedData020122
BileAcid_LI_022421_Stdm2_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm2_05.raw
TargetedData020122
BileAcid_LI_022421_Stdm2_06.raw
TargetedData020122
BileAcid_LI_022421_Stdm3_01.raw
TargetedData020122
BileAcid_LI_022421_Stdm3_02.raw
TargetedData020122
BileAcid_LI_022421_Stdm3_03.raw
TargetedData020122
BileAcid_LI_022421_Stdm3_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm3_05.raw
TargetedData020122
BileAcid_LI_022421_Stdm3_06.raw
TargetedData020122
BileAcid_LI_022421_Stdm4_01.raw
TargetedData020122
BileAcid_LI_022421_Stdm4_02.raw
TargetedData020122
BileAcid_LI_022421_Stdm4_03.raw
TargetedData020122
BileAcid_LI_022421_Stdm4_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm4_05.raw
TargetedData020122
BileAcid_LI_022421_Stdm4_06.raw
TargetedData020122
BileAcid_LI_022421_Stdm5_01.raw
TargetedData020122
BileAcid_LI_022421_Stdm5_02.raw
TargetedData020122
BileAcid_LI_022421_Stdm5_03.raw
TargetedData020122
BileAcid_LI_022421_Stdm5_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm5_05.raw
TargetedData020122
BileAcid_LI_022421_Stdm5_06.raw
TargetedData020122
BileAcid_LI_022421_Stdm6_01.raw
TargetedData020122
BileAcid_LI_022421_Stdm6_02.raw
TargetedData020122
BileAcid_LI_022421_Stdm6_03.raw
TargetedData020122
BileAcid_LI_022421_Stdm6_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm6_05.raw
TargetedData020122
BileAcid_LI_022421_Stdm6_06.raw
TargetedData020122
BileAcid_LI_022421_Stdm7_01.raw
TargetedData020122
BileAcid_LI_022421_Stdm7_02.raw
TargetedData020122
BileAcid_LI_022421_Stdm7_03.raw
TargetedData020122
BileAcid_LI_022421_Stdm7_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm7_05.raw
TargetedData020122
BileAcid_LI_022421_Stdm7_06.raw
TargetedData020122
BileAcid_LI_022421_Stdm8_01.raw
TargetedData020122
BileAcid_LI_022421_Stdm8_02.raw
TargetedData020122
BileAcid_LI_022421_Stdm8_03.raw
TargetedData020122
BileAcid_LI_022421_Stdm8_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm8_05.raw
TargetedData020122
BileAcid_LI_022421_Stdm8_06.raw
TargetedData020122
BileAcid_LI_022421_Stdm9_01.raw
TargetedData020122
BileAcid_LI_022421_Stdm9_04.raw
TargetedData020122
BileAcid_LI_022421_Stdm9_06.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1470.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1509.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1511.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1917.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1931.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1957.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1958.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1973.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1992.raw
TargetedData020122
BileAcid_LowestIntensity_50424_1997.raw
TargetedData020122
BileAcid_LowestIntensity_50424_2001.raw
TargetedData020122
BileAcid_LowestIntensity_50424_2002.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 818 rows!
Extracted information for 818 samples.
Processing  ST002599
Initiating REDU-table generation for AN004271
Rest length is 90
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MoTrPAC_heart_pass1b_pos_V1-20200828.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST001503
No raw data detected. Ignoring ST001503
Processing  ST002683
Initiating REDU-table generation for AN004356
Rest length is 82
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/82 [00:00<?, ?it/s]

Mapping potential matches:  56%|█████▌    | 46/82 [00:00<00:00, 454.07it/s]
Mapping potential matches: 100%|██████████| 82/82 [00:00<00:00, 453.53it/s]

 33%|███▎      | 1035/3150 [59:18<1:03:35,  1.80s/it]
 33%|███▎      | 1036/3150 [59:19<53:29,  1.52s/it]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002711
No raw data detected. Ignoring ST002711
Processing  ST003391
No raw data detected. Ignoring ST003391
Processing  ST000164
Initiating REDU-table generation for AN000256
Rest length is 15
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 281.19it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000257
Rest length is 15
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 273.82it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1038/3150 [59:22<53:33,  1.52s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
negative
MKRM1_1.raw
negative
MKRM1_2.raw
negative
MKRM1_3.raw
negative
MKRM2_1.raw
negative
MKRM2_2.raw
negative
MKRM2_3.raw
negative
MKRM3_1.raw
negative
MKRM3_2.raw
negative
MKRM3_3.raw
negative
MKRP1_1.raw
negative
MKRP1_2.raw
negative
MKRP1_3.raw
negative
MKRP2_1.raw
negative
MKRP2_2.raw
negative
MKRP2_3.raw
negative
MKRP3_1.raw
negative
MKRP3_2.raw
negative
MKRP3_3.raw
negative
MKRP4_1.raw
negative
MKRP4_2.raw
negative
MKRP4_3.raw
negative
WTM1_1.raw
negative
WTM1_2.raw
negative
WTM1_3.raw
negative
WTM2_1.raw
negative
WTM2_2.raw
negative
WTM2_3.raw
negative
WTM3_1.raw
negative
WTM3_2.raw
negative
WTM3_3.raw
negative
WTM4_1.raw
negative
WTM4_2.raw
negative
WTM4_3.raw
negative
WTP1_1.raw
negative
WTP1_2.raw
negative
WTP1_3.raw
negative
WTP2_1.raw
negative
WTP2_2.raw
negative
WTP2_3.raw
negative
WTP3_1.raw
negative
WTP3_2.raw
negative
WTP3_3.raw
negative
WTP4_1.raw
negative
WTP4_2.raw
negative
WTP4_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST001331
Initiating REDU-table generation for AN002219
Rest length is 40
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  68%|██████▊   | 27/40 [00:00<00:00, 263.35it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 263.84it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002220
Rest length is 40
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  68%|██████▊   | 27/40 [00:00<00:00, 264.13it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 264.51it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1039/3150 [59:25<1:05:59,  1.88s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lipidomics_neg_data
NEG-lipid-GF14b-2-0h-24_1.raw
Lipidomics_neg_data
NEG-lipid-GF14b-2-0h-24_2.raw
Lipidomics_neg_data
NEG-lipid-GF14b-2-0h-24_3.raw
Lipidomics_neg_data
NEG-lipid-GF14b-2-0h-24_4.raw
Lipidomics_neg_data
NEG-lipid-GF14b-2-0h-24_5.raw
Lipidomics_neg_data
NEG-lipid-GF14b-4-0h-24_1.raw
Lipidomics_neg_data
NEG-lipid-GF14b-4-0h-24_2.raw
Lipidomics_neg_data
NEG-lipid-GF14b-4-0h-24_3.raw
Lipidomics_neg_data
NEG-lipid-GF14b-4-0h-24_4.raw
Lipidomics_neg_data
NEG-lipid-GF14b-4-0h-24_5.raw
Lipidomics_neg_data
NEG-lipid-GF14b-6-0h-24_1.raw
Lipidomics_neg_data
NEG-lipid-GF14b-6-0h-24_2.raw
Lipidomics_neg_data
NEG-lipid-GF14b-6-0h-24_3.raw
Lipidomics_neg_data
NEG-lipid-GF14b-6-0h-24_4.raw
Lipidomics_neg_data
NEG-lipid-GF14b-6-0h-24_5.raw
Lipidomics_neg_data
NEG-lipid-NIP-0h-24_1.raw
Lipidomics_neg_data
NEG-lipid-NIP-0h-24_2.raw
Lipidomics_neg_data
NEG-lipid-NIP-0h-24_3.raw
Lipidomics_neg_data
NEG-lipid-NIP-0h-24_4.raw
Lipidomics_neg_data
NEG-lipid-NIP-0h-24_5.raw
Lipidomics_pos_data
POS-lipid-GF14b-2-0h-24_1.raw
Lipidomics_pos_data
POS-lipid-GF14b-2-0h-24_2.raw
Lipidomics_pos_data
POS-lipid-GF14b-2-0h-24_3.raw
Lipidomics_pos_data
POS-lipid-GF14b-2-0h-24_4.raw
Lipidomics_pos_data
POS-lipid-GF14b-2-0h-24_5.raw
Lipidomics_pos_data
POS-lipid-GF14b-4-0h-24_1.raw
Lipidomics_pos_data
POS-lipid-GF14b-4-0h-24_2.raw
Lipidomics_pos_data
POS-lipid-GF14b-4-0h-24_3.raw
Lipidomics_pos_data
POS-lipid-GF14b-4-0h-24_4.raw
Lipidomics_pos_data
POS-lipid-GF14b-4-0h-24_5.raw
Lipidomics_pos_data
POS-lipid-GF14b-6-0h-24_1.raw
Lipidomics_pos_data
POS-lipid-GF14b-6-0h-24_2.raw
Lipidomics_pos_data
POS-lipid-GF14b-6-0h-24_3.raw
Lipidomics_pos_data
POS-lipid-GF14b-6-0h-24_4.raw
Lipidomics_pos_data
POS-lipid-GF14b-6-0h-24_5.raw
Lipidomics_pos_data
POS-lipid-NIP-0h-24_1.raw
Lipidomics_pos_data
POS-lipid-NIP-0h-24_2.raw
Lipidomics_pos_data
POS-lipid-NIP-0h-24_3.raw
Lipidomics_pos_data
POS-lipid-NIP-0h-24_4.raw
Lipidomics_pos_data
POS-lipid-NIP-0h-24_5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST000822
No raw data detected. Ignoring ST000822
Processing  ST002041
Initiating REDU-table generation for AN003321
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  28%|██▊       | 16/58 [00:00<00:00, 158.89it/s]

Mapping potential matches:  67%|██████▋   | 39/58 [00:00<00:00, 197.44it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 201.22it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003322
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 22/58 [00:00<00:00, 219.93it/s]

Mapping potential matches:  76%|███████▌  | 44/58 [00:00<00:00, 218.66it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 218.68it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1041/3150 [59:29<1:07:38,  1.92s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1045/3150 [59:31<43:54,  1.25s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1046/3150 [59:34<50:08,  1.43s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Spleen_Data
AM11 Negative
AM11-10_r1-.raw
Spleen_Data
AM11 Negative
AM11-11_r31-.raw
Spleen_Data
AM11 Negative
AM11-12_r51-.raw
Spleen_Data
AM11 Negative
AM11-13_r17-.raw
Spleen_Data
AM11 Negative
AM11-14_r11-.raw
Spleen_Data
AM11 Negative
AM11-15_r46-.raw
Spleen_Data
AM11 Negative
AM11-16_r57-.raw
Spleen_Data
AM11 Negative
AM11-17_r21-.raw
Spleen_Data
AM11 Negative
AM11-18_r39-.raw
Spleen_Data
AM11 Negative
AM11-19_r43-.raw
Spleen_Data
AM11 Negative
AM11-1_r24-.raw
Spleen_Data
AM11 Negative
AM11-20_r14-.raw
Spleen_Data
AM11 Negative
AM11-21_r13-.raw
Spleen_Data
AM11 Negative
AM11-22_r2-.raw
Spleen_Data
AM11 Negative
AM11-23_r16-.raw
Spleen_Data
AM11 Negative
AM11-24_r42-.raw
Spleen_Data
AM11 Negative
AM11-25_r44-.raw
Spleen_Data
AM11 Negative
AM11-26_r37-.raw
Spleen_Data
AM11 Negative
AM11-27_r33-.raw
Spleen_Data
AM11 Negative
AM11-28_r6-.raw
Spleen_Data
AM11 Negative
AM11-29_r20-.raw
Spleen_Data
AM11 Negative
AM11-2_r12-.raw
Spleen_Data
AM11 Negative
AM11-30_r54-.raw
Spleen_Data
AM11 Negative
AM11-31_r32-.raw
Spleen_Data
AM11 Negative
AM11-32_r49-.raw
Spleen_Data
AM11 Negative
AM11-33_r55-.raw
Spleen_Data
AM11 Negative
AM11-34_r4-.raw
Spleen_Data
AM11 Negative
AM11-35_r38-.raw
Spleen_Data
AM11 Negative
AM11-36_r26-.raw
Spleen_Data
AM11 Negative
AM11-37_r30-.raw
Spleen_Data
AM11 Negative
AM11-38_r25-.raw
Spleen_Data
AM11 Negative
AM11-39_r52-.raw
Spleen_Data
AM11 Negative
AM11-3_r3-.raw
Spleen_Data
AM11 Negative
AM11-40_r50-.raw
Spleen_Data
AM11 Negative
AM11-41_r8-.raw
Spleen_Data
AM11 Negative
AM11-42_r23-.raw
Spleen_Data
AM11 Negative
AM11-43_r29-.raw
Spleen_Data
AM11 Negative
AM11-44_r19-.raw
Spleen_Data
AM11 Negative
AM11-45_r7-.raw
Spleen_Data
AM11 Negative
AM11-46_r18-.raw
Spleen_Data
AM11 Negative
AM11-47_r47-.raw
Spleen_Data
AM11 Negative
AM11-48_r28-.raw
Spleen_Data
AM11 Negative
AM11-49_r35-.raw
Spleen_Data
AM11 Negative
AM11-4_r56-.raw
Spleen_Data
AM11 Negative
AM11-50_r22-.raw
Spleen_Data
AM11 Negative
AM11-51_r10-.raw
Spleen_Data
AM11 Negative
AM11-52_r40-.raw
Spleen_Data
AM11 Negative
AM11-53_r53-.raw
Spleen_Data
AM11 Negative
AM11-54_r45-.raw
Spleen_Data
AM11 Negative
AM11-55_r36-.raw
Spleen_Data
AM11 Negative
AM11-56_r15-.raw
Spleen_Data
AM11 Negative
AM11-57_r5-.raw
Spleen_Data
AM11 Negative
AM11-58_r58-.raw
Spleen_Data
AM11 Negative
AM11-5_r41-.raw
Spleen_Data
AM11 Negative
AM11-6_r27-.raw
Spleen_Data
AM11 Negative
AM11-7_r48-.raw
Spleen_Data
AM11 Negative
AM11-8_r9-.raw
Spleen_Data
AM11 Negative
AM11-9_r34-.raw
Spleen_Data
AM11 Positive
AM11-10_r56+.raw
Spleen_Data
AM11 Positive
AM11-11_r26+.raw
Spleen_Data
AM11 Positive
AM11-12_r23+.raw
Spleen_Data
AM11 Positive
AM11-13_r41+.raw
Spleen_Data
AM11 Positive
AM11-14_r19+.raw
Spleen_Data
AM11 Positive
AM11-15_r20+.raw
Spleen_Data
AM11 Positive
AM11-16_r44+.raw
Spleen_Data
AM11 Positive
AM11-17_r14+.raw
Spleen_Data
AM11 Positive
AM11-18_r34+.raw
Spleen_Data
AM11 Positive
AM11-19_r7+.raw
Spleen_Data
AM11 Positive
AM11-1_r24+.raw
Spleen_Data
AM11 Positive
AM11-20_r21+.raw
Spleen_Data
AM11 Positive
AM11-21_r9+.raw
Spleen_Data
AM11 Positive
AM11-22_r38+.raw
Spleen_Data
AM11 Positive
AM11-23_r42+.raw
Spleen_Data
AM11 Positive
AM11-24_r5+.raw
Spleen_Data
AM11 Positive
AM11-25_r53+.raw
Spleen_Data
AM11 Positive
AM11-26_r40+.raw
Spleen_Data
AM11 Positive
AM11-27_r55+.raw
Spleen_Data
AM11 Positive
AM11-28_r28+.raw
Spleen_Data
AM11 Positive
AM11-29_r43+.raw
Spleen_Data
AM11 Positive
AM11-2_r31+.raw
Spleen_Data
AM11 Positive
AM11-30_r22+.raw
Spleen_Data
AM11 Positive
AM11-31_r35+.raw
Spleen_Data
AM11 Positive
AM11-32_r57+.raw
Spleen_Data
AM11 Positive
AM11-33_r8+.raw
Spleen_Data
AM11 Positive
AM11-34_r1+.raw
Spleen_Data
AM11 Positive
AM11-35_r10+.raw
Spleen_Data
AM11 Positive
AM11-36_r36+.raw
Spleen_Data
AM11 Positive
AM11-37_r17+.raw
Spleen_Data
AM11 Positive
AM11-38_r50+.raw
Spleen_Data
AM11 Positive
AM11-39_r11+.raw
Spleen_Data
AM11 Positive
AM11-3_r18+.raw
Spleen_Data
AM11 Positive
AM11-40_r25+.raw
Spleen_Data
AM11 Positive
AM11-41_r58+.raw
Spleen_Data
AM11 Positive
AM11-42_r51+.raw
Spleen_Data
AM11 Positive
AM11-43_r37+.raw
Spleen_Data
AM11 Positive
AM11-44_r30+.raw
Spleen_Data
AM11 Positive
AM11-45_r45+.raw
Spleen_Data
AM11 Positive
AM11-46_r49+.raw
Spleen_Data
AM11 Positive
AM11-47_r52+.raw
Spleen_Data
AM11 Positive
AM11-48_r39+.raw
Spleen_Data
AM11 Positive
AM11-49_r47+.raw
Spleen_Data
AM11 Positive
AM11-4_r4+.raw
Spleen_Data
AM11 Positive
AM11-50_r2+.raw
Spleen_Data
AM11 Positive
AM11-51_r13+.raw
Spleen_Data
AM11 Positive
AM11-52_r12+.raw
Spleen_Data
AM11 Positive
AM11-53_r16+.raw
Spleen_Data
AM11 Positive
AM11-54_r33+.raw
Spleen_Data
AM11 Positive
AM11-55_r48+.raw
Spleen_Data
AM11 Positive
AM11-56_r6+.raw
Spleen_Data
AM11 Positive
AM11-57_r27+.raw
Spleen_Data
AM11 Positive
AM11-58_r15+.raw
Spleen_Data
AM11 Positive
AM11-5_r54+.raw
Spleen_Data
AM11 Positive
AM11-6_r46+.raw
Spleen_Data
AM11 Positive
AM11-7_r29+.raw
Spleen_Data
AM11 Positive
AM11-8_r3+.raw
Spleen_Data
AM11 Positive
AM11-9_r32+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST000588
No raw data detected. Ignoring ST000588
Processing  ST000860
No raw data detected. Ignoring ST000860
Processing  ST000685
No raw data detected. Ignoring ST000685
Processing  ST003379
Initiating REDU-table generation for AN005534
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Liver_C30_CisHFDMyr_101.mzXML
Liver_C30_CisHFDMyr_102.mzXML
Liver_C30_CisHFDMyr_103.mzXML
Liver_C30_CisHFDMyr_104.mzXML
Liver_C30_CisHFDMyr_105.mzXML
Liver_C30_CisHFDMyr_141.mzXML
Liver_C30_CisHFDMyr_142.mzXML
Liver_C30_CisHFDMyr_143.mzXML
Liver_C30_CisHFDMyr_144.mzXML
Liver_C30_CisHFDMyr_145.mzXML
Liver_C30_CisHFD_11.mzXML
Liver_C30_CisHFD_12.mzXML
Liver_C30_CisHFD_13.mzXML
Liver_C30_CisHFD_14.mzXML
Liver_C30_CisHFD_15.mzXML
Liver_C30_CisHFD_31.mzXML
Liver_C30_CisHFD_32.mzXML
Liver_C30_CisHFD_33.mzXML
Liver_C30_CisHFD_34.mzXML
Liver_C30_CisHFD_35.mzXML
Liver_C30_TransHFDMyr_61.mzXML
Liver_C30_TransHFDMyr_62.mzXML
Liver_C30_TransHFDMyr_63.mzXML
Liver_C30_TransHFDMyr_64.mzXML
Liver_C30_TransHFDMyr_65.mzXML
Liver_C30_TransHFDMyr_91.mzXML
Liver_C30_TransHFDMyr_92.mzXML
Liver_C30_TransHFDMyr_93.mzXML
Liver_C30_TransHFDMyr_94.mzXML
Liver_C30_TransHFDMyr_95.mzXML
Liver_C30_TransHFD_41.mzXML
Liver_C30_TransHFD_42.mzXML
Liver_C30_TransHFD_43.mzXML
Liver_C30_TransHFD_44.mzXML
Liver_C30_TransHFD_45.mzXML
Liver_C30_TransHFD_81.mzXML
Liver_C30_TransHFD_82.mzXML
Liver_C30_TransHFD_83.mzXML
Liver_C30_TransHFD_84.mzXML
Liver_C30_TransHFD_85.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002319
Initiating REDU-table generation for AN003786
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1A''_93_1_328.d
1A''_93_1_331.d
1A'_92_1_327.d
1A'_92_1_330.d
1A_91_1_326.d
1A_91_1_329.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002794
Initiating REDU-table generation for AN004545
Rest length is 535
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/535 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 5/535 [00:00<00:11, 47.42it/s]

Mapping potential matches:   2%|▏         | 10/535 [00:00<00:10, 48.14it/s]

Mapping potential matches:   3%|▎         | 15/535 [00:00<00:10, 48.41it/s]

Mapping potential matches:   4%|▎         | 20/535 [00:00<00:10, 48.72it/s]

Mapping potential matches:   5%|▍         | 25/535 [00:00<00:10, 48.67it/s]

Mapping potential matches:   6%|▌         | 30/535 [00:00<00:10, 48.57it/s]

Mapping potential matches:   7%|▋         | 35/535 [00:00<00:10, 48.06it/s]

Mapping potential matches:   7%|▋         | 40/535 [00:00<00:10, 47.79it/s]

Mapping potential matches:   8%|▊         | 45/535 [00:00<00:10, 47.57it/s]

Mapping potential matches:   9%|▉         | 50/535 [00:01<00:10, 47.28it/s]

Mapping potential matches:  10%|█         | 55/535 [00:01<00:10, 47.26it/s]

Mapping potential matches:  11%|█         | 60/535 [00:01<00:10, 47.30it/s]

Mapping potential matches:  12%|█▏        | 65/535 [00:01<00:09, 47.13it/s]

Mapping potential matches:  13%|█▎        | 70/535 [00:01<00:09, 47.22it/s]

Mapping potential matches:  14%|█▍        | 75/535 [00:01<00:09, 47.31it/s]

Mapping potential matches:  15%|█▍        | 80/535 [00:01<00:09, 47.46it/s]

Mapping potential matches:  16%|█▌        | 85/535 [00:01<00:09, 47.66it/s]

Mapping potential matches:  17%|█▋        | 90/535 [00:01<00:09, 47.83it/s]

Mapping potential matches:  18%|█▊        | 95/535 [00:01<00:09, 47.83it/s]

Mapping potential matches:  19%|█▊        | 100/535 [00:02<00:09, 47.84it/s]

Mapping potential matches:  20%|█▉        | 105/535 [00:02<00:08, 47.92it/s]

Mapping potential matches:  21%|██        | 110/535 [00:02<00:08, 47.96it/s]

Mapping potential matches:  21%|██▏       | 115/535 [00:02<00:08, 48.04it/s]

Mapping potential matches:  22%|██▏       | 120/535 [00:02<00:08, 48.07it/s]

Mapping potential matches:  23%|██▎       | 125/535 [00:02<00:08, 48.09it/s]

Mapping potential matches:  24%|██▍       | 130/535 [00:02<00:08, 48.09it/s]

Mapping potential matches:  25%|██▌       | 135/535 [00:02<00:08, 47.98it/s]

Mapping potential matches:  26%|██▌       | 140/535 [00:02<00:08, 47.92it/s]

Mapping potential matches:  27%|██▋       | 145/535 [00:03<00:08, 48.07it/s]

Mapping potential matches:  28%|██▊       | 150/535 [00:03<00:08, 48.10it/s]

Mapping potential matches:  29%|██▉       | 155/535 [00:03<00:07, 48.19it/s]

Mapping potential matches:  30%|██▉       | 160/535 [00:03<00:07, 48.23it/s]

Mapping potential matches:  31%|███       | 165/535 [00:03<00:07, 48.28it/s]

Mapping potential matches:  32%|███▏      | 170/535 [00:03<00:07, 48.36it/s]

Mapping potential matches:  33%|███▎      | 175/535 [00:03<00:07, 48.43it/s]

Mapping potential matches:  34%|███▎      | 180/535 [00:03<00:07, 48.19it/s]

Mapping potential matches:  35%|███▍      | 185/535 [00:03<00:07, 48.24it/s]

Mapping potential matches:  36%|███▌      | 190/535 [00:03<00:07, 48.21it/s]

Mapping potential matches:  36%|███▋      | 195/535 [00:04<00:07, 48.28it/s]

Mapping potential matches:  37%|███▋      | 200/535 [00:04<00:06, 48.35it/s]

Mapping potential matches:  38%|███▊      | 205/535 [00:04<00:06, 48.44it/s]

Mapping potential matches:  39%|███▉      | 210/535 [00:04<00:06, 48.43it/s]

Mapping potential matches:  40%|████      | 215/535 [00:04<00:06, 48.37it/s]

Mapping potential matches:  41%|████      | 220/535 [00:04<00:06, 48.40it/s]

Mapping potential matches:  42%|████▏     | 225/535 [00:04<00:06, 48.26it/s]

Mapping potential matches:  43%|████▎     | 230/535 [00:04<00:06, 48.18it/s]

Mapping potential matches:  44%|████▍     | 235/535 [00:04<00:06, 48.30it/s]

Mapping potential matches:  45%|████▍     | 240/535 [00:04<00:06, 48.34it/s]

Mapping potential matches:  46%|████▌     | 245/535 [00:05<00:05, 48.45it/s]

Mapping potential matches:  47%|████▋     | 250/535 [00:05<00:05, 48.16it/s]

Mapping potential matches:  48%|████▊     | 255/535 [00:05<00:06, 45.85it/s]

Mapping potential matches:  49%|████▊     | 260/535 [00:05<00:05, 46.53it/s]

Mapping potential matches:  50%|████▉     | 265/535 [00:05<00:05, 46.98it/s]

Mapping potential matches:  50%|█████     | 270/535 [00:05<00:05, 47.14it/s]

Mapping potential matches:  51%|█████▏    | 275/535 [00:05<00:05, 47.31it/s]

Mapping potential matches:  52%|█████▏    | 280/535 [00:05<00:05, 47.46it/s]

Mapping potential matches:  53%|█████▎    | 285/535 [00:05<00:05, 47.54it/s]

Mapping potential matches:  54%|█████▍    | 290/535 [00:06<00:05, 47.49it/s]

Mapping potential matches:  55%|█████▌    | 295/535 [00:06<00:05, 46.21it/s]

Mapping potential matches:  56%|█████▌    | 300/535 [00:06<00:05, 46.53it/s]

Mapping potential matches:  57%|█████▋    | 305/535 [00:06<00:04, 46.77it/s]

Mapping potential matches:  58%|█████▊    | 310/535 [00:06<00:04, 46.98it/s]

Mapping potential matches:  59%|█████▉    | 315/535 [00:06<00:04, 46.79it/s]

Mapping potential matches:  60%|█████▉    | 320/535 [00:06<00:04, 46.92it/s]

Mapping potential matches:  61%|██████    | 325/535 [00:06<00:04, 47.06it/s]

Mapping potential matches:  62%|██████▏   | 330/535 [00:06<00:04, 47.19it/s]

Mapping potential matches:  63%|██████▎   | 335/535 [00:07<00:04, 47.32it/s]

Mapping potential matches:  64%|██████▎   | 340/535 [00:07<00:04, 47.49it/s]

Mapping potential matches:  64%|██████▍   | 345/535 [00:07<00:03, 47.62it/s]

Mapping potential matches:  65%|██████▌   | 350/535 [00:07<00:03, 47.66it/s]

Mapping potential matches:  66%|██████▋   | 355/535 [00:07<00:03, 47.64it/s]

Mapping potential matches:  67%|██████▋   | 360/535 [00:07<00:03, 47.62it/s]

Mapping potential matches:  68%|██████▊   | 365/535 [00:07<00:03, 47.53it/s]

Mapping potential matches:  69%|██████▉   | 370/535 [00:07<00:03, 47.52it/s]

Mapping potential matches:  70%|███████   | 375/535 [00:07<00:03, 47.30it/s]

Mapping potential matches:  71%|███████   | 380/535 [00:07<00:03, 47.44it/s]

Mapping potential matches:  72%|███████▏  | 385/535 [00:08<00:03, 47.51it/s]

Mapping potential matches:  73%|███████▎  | 390/535 [00:08<00:03, 47.63it/s]

Mapping potential matches:  74%|███████▍  | 395/535 [00:08<00:02, 47.38it/s]

Mapping potential matches:  75%|███████▍  | 400/535 [00:08<00:02, 47.57it/s]

Mapping potential matches:  76%|███████▌  | 405/535 [00:08<00:02, 47.23it/s]

Mapping potential matches:  77%|███████▋  | 410/535 [00:08<00:02, 47.18it/s]

Mapping potential matches:  78%|███████▊  | 415/535 [00:08<00:02, 47.11it/s]

Mapping potential matches:  79%|███████▊  | 420/535 [00:08<00:02, 47.35it/s]

Mapping potential matches:  79%|███████▉  | 425/535 [00:08<00:02, 47.44it/s]

Mapping potential matches:  80%|████████  | 430/535 [00:09<00:02, 47.58it/s]

Mapping potential matches:  81%|████████▏ | 435/535 [00:09<00:02, 47.38it/s]

Mapping potential matches:  82%|████████▏ | 440/535 [00:09<00:01, 47.53it/s]

Mapping potential matches:  83%|████████▎ | 445/535 [00:09<00:01, 47.63it/s]

Mapping potential matches:  84%|████████▍ | 450/535 [00:09<00:01, 47.67it/s]

Mapping potential matches:  85%|████████▌ | 455/535 [00:09<00:01, 47.76it/s]

Mapping potential matches:  86%|████████▌ | 460/535 [00:09<00:01, 46.32it/s]

Mapping potential matches:  87%|████████▋ | 465/535 [00:09<00:01, 46.56it/s]

Mapping potential matches:  88%|████████▊ | 470/535 [00:09<00:01, 47.00it/s]

Mapping potential matches:  89%|████████▉ | 475/535 [00:09<00:01, 47.07it/s]

Mapping potential matches:  90%|████████▉ | 480/535 [00:10<00:01, 46.06it/s]

Mapping potential matches:  91%|█████████ | 485/535 [00:10<00:01, 45.45it/s]

Mapping potential matches:  92%|█████████▏| 490/535 [00:10<00:01, 44.47it/s]

Mapping potential matches:  93%|█████████▎| 495/535 [00:10<00:00, 44.47it/s]

Mapping potential matches:  93%|█████████▎| 500/535 [00:10<00:00, 45.64it/s]

Mapping potential matches:  94%|█████████▍| 505/535 [00:10<00:00, 46.56it/s]

Mapping potential matches:  95%|█████████▌| 510/535 [00:10<00:00, 47.24it/s]

Mapping potential matches:  96%|█████████▋| 515/535 [00:10<00:00, 47.60it/s]

Mapping potential matches:  97%|█████████▋| 520/535 [00:10<00:00, 48.03it/s]

Mapping potential matches:  98%|█████████▊| 525/535 [00:11<00:00, 48.43it/s]

Mapping potential matches:  99%|█████████▉| 530/535 [00:11<00:00, 48.54it/s]

Mapping potential matches: 100%|██████████| 535/535 [00:11<00:00, 48.57it/s]
Mapping potential matches: 100%|██████████| 535/535 [00:11<00:00, 47.55it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004546
Rest length is 535
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/535 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 5/535 [00:00<00:10, 48.56it/s]

Mapping potential matches:   2%|▏         | 10/535 [00:00<00:10, 48.73it/s]

Mapping potential matches:   3%|▎         | 15/535 [00:00<00:10, 48.88it/s]

Mapping potential matches:   4%|▎         | 20/535 [00:00<00:10, 48.91it/s]

Mapping potential matches:   5%|▍         | 25/535 [00:00<00:10, 48.95it/s]

Mapping potential matches:   6%|▌         | 30/535 [00:00<00:10, 49.18it/s]

Mapping potential matches:   7%|▋         | 36/535 [00:00<00:10, 49.60it/s]

Mapping potential matches:   8%|▊         | 41/535 [00:00<00:09, 49.48it/s]

Mapping potential matches:   9%|▊         | 46/535 [00:00<00:09, 49.18it/s]

Mapping potential matches:  10%|▉         | 51/535 [00:01<00:09, 49.21it/s]

Mapping potential matches:  10%|█         | 56/535 [00:01<00:09, 49.13it/s]

Mapping potential matches:  11%|█▏        | 61/535 [00:01<00:09, 49.04it/s]

Mapping potential matches:  12%|█▏        | 66/535 [00:01<00:09, 49.10it/s]

Mapping potential matches:  13%|█▎        | 71/535 [00:01<00:09, 49.03it/s]

Mapping potential matches:  14%|█▍        | 76/535 [00:01<00:09, 49.10it/s]

Mapping potential matches:  15%|█▌        | 82/535 [00:01<00:09, 49.48it/s]

Mapping potential matches:  16%|█▋        | 88/535 [00:01<00:08, 49.72it/s]

Mapping potential matches:  18%|█▊        | 94/535 [00:01<00:08, 49.90it/s]

Mapping potential matches:  19%|█▊        | 100/535 [00:02<00:08, 50.12it/s]

Mapping potential matches:  20%|█▉        | 106/535 [00:02<00:08, 50.00it/s]

Mapping potential matches:  21%|██        | 111/535 [00:02<00:08, 49.79it/s]

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Mapping potential matches:  23%|██▎       | 121/535 [00:02<00:08, 49.47it/s]

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Mapping potential matches: 100%|██████████| 535/535 [00:10<00:00, 49.07it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
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GYF-
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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20210311-C6-6-120h.raw

GYF-
plasma-pos
20210311-C8-2-120h.raw

GYF-
plasma-pos
20210311-C8-6-120h.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 490 rows!
Extracted information for 490 samples.
Processing  ST002921
Initiating REDU-table generation for AN004791
Rest length is 418
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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NTM_Data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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P-Sr-V2-C-M-169.raw
NTM_Data
P-Sr-V2-T-F-173.raw
NTM_Data
P-Sr-V2-T-F-174.raw
NTM_Data
P-Sr-V2-T-F-175.raw
NTM_Data
P-Sr-V2-T-F-176.raw
NTM_Data
P-Sr-V2-T-F-179.raw
NTM_Data
P-Sr-V2-T-F-180.raw
NTM_Data
P-Sr-V2-T-F-181.raw
NTM_Data
P-Sr-V2-T-F-182.raw
NTM_Data
P-Sr-V2-T-F-183.raw
NTM_Data
P-Sr-V2-T-F-184.raw
NTM_Data
P-Sr-V2-T-F-185.raw
NTM_Data
P-Sr-V2-T-F-186.raw
NTM_Data
P-Sr-V2-T-F-187.raw
NTM_Data
P-Sr-V2-T-F-188.raw
NTM_Data
P-Sr-V2-T-F-189.raw
NTM_Data
P-Sr-V2-T-F-190.raw
NTM_Data
P-Sr-V2-T-F-191.raw
NTM_Data
P-Sr-V2-T-F-192.raw
NTM_Data
P-Sr-V2-T-F-193.raw
NTM_Data
P-Sr-V2-T-F-194.raw
NTM_Data
P-Sr-V2-T-F-195.raw
NTM_Data
P-Sr-V2-T-F-196.raw
NTM_Data
P-Sr-V2-T-F-197.raw
NTM_Data
P-Sr-V2-T-F-198.raw
NTM_Data
P-Sr-V2-T-F-199.raw
NTM_Data
P-Sr-V2-T-F-200.raw
NTM_Data
P-Sr-V2-T-F-201.raw
NTM_Data
P-Sr-V2-T-F-202.raw
NTM_Data
P-Sr-V2-T-F-203.raw
NTM_Data
P-Sr-V2-T-F-204.raw
NTM_Data
P-Sr-V2-T-F-214.raw
NTM_Data
P-Sr-V2-T-F-215.raw
NTM_Data
P-Sr-V2-T-M-177.raw
NTM_Data
P-Sr-V2-T-M-178.raw
NTM_Data
P-Sr-V2-T-M-205.raw
NTM_Data
P-Sr-V2-T-M-206.raw
NTM_Data
P-Sr-V2-T-M-207.raw
NTM_Data
P-Sr-V2-T-M-208.raw
NTM_Data
P-Sr-V2-T-M-209.raw
NTM_Data
P-Sr-V2-T-M-210.raw
NTM_Data
P-Sr-V2-T-M-211.raw
NTM_Data
P-Sr-V2-T-M-212.raw
NTM_Data
P-Sr-V2-T-M-213.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 418 rows!
Extracted information for 418 samples.
Processing  ST000574
No raw data detected. Ignoring ST000574
Processing  ST002976
Initiating REDU-table generation for AN004886
Rest length is 44
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1050/3150 [1:00:13<2:52:46,  4.94s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 33%|███▎      | 1051/3150 [1:00:16<2:34:02,  4.40s/it]
 33%|███▎      | 1055/3150 [1:00:16<1:10:35,  2.02s/it]
  : missing value
Tumor
4B1-01-10505.d
Tumor
4B1-02-10506.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST001907
Initiating REDU-table generation for AN003104
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
MP20-007_01-006_S_E01-V004_Vial 04.mzML
MP20-007_01-007_S_E01-V005_Vial 05.mzML
MP20-007_01-008_S_E01-V006_Vial 06.mzML
MP20-007_01-009_S_E01-V007_Vial 07.mzML
MP20-007_01-011_S_E01-V008_Vial 08.mzML
MP20-007_01-012_S_E01-V009_Vial 09.mzML
MP20-007_01-013_S_E01-V010_Vial 10.mzML
MP20-007_01-014_S_E01-V011_Vial 11.mzML
MP20-007_01-015_S_E01-V012_Vial 12.mzML
MP20-007_01-016_S_E01-V013_Vial 13.mzML
MP20-007_01-017_S_E01-V014_Vial 14.mzML
MP20-007_01-020_S_E01-V017_Vial 17.mzML
MP20-007_01-022_S_E01-V018_Vial 18.mzML
MP20-007_01-023_S_E01-V019_Vial 19.mzML
MP20-007_01-024_S_E01-V020_Vial 20.mzML
MP20-007_01-025_S_E01-V021_Vial 21.mzML
MP20-007_01-026_S_E01-V022_Vial 22.mzML
MP20-007_01-027_S_E01-V023_Vial 23.mzML
MP20-007_01-028_S_E01-V024_Vial 24.mzML
MP20-007_01-029_S_E01-V025_Vial 25.mzML
MP20-007_01-030_S_E01-V026_Vial 26.mzML
MP20-007_01-031_S_E01-V027_Vial 27.mzML
MP20-007_01-035_S_E01-V030_Vial 30.mzML
MP20-007_01-036_S_E01-V031_Vial 31.mzML
MP20-007_01-037_S_E01-V032_Vial 32.mzML
MP20-007_01-038_S_E01-V033_Vial 33.mzML
MP20-007_01-039_S_E01-V034_Vial 34.mzML
MP20-007_01-040_S_E01-V035_Vial 35.mzML
MP20-007_01-041_S_E01-V036_Vial 36.mzML
MP20-007_01-042_S_E01-V037_Vial 37.mzML
MP20-007_01-044_S_E01-V038_Vial 38.mzML
MP20-007_01-045_S_E01-V039_Vial 39.mzML
MP20-007_01-046_S_E01-V040_Vial 40.mzML
MP20-007_01-049_S_E01-V043_Vial 43.mzML
MP20-007_01-050_S_E01-V044_Vial 44.mzML
MP20-007_01-051_S_E01-V045_Vial 45.mzML
MP20-007_01-052_S_E01-V046_Vial 46.mzML
MP20-007_01-053_S_E01-V047_Vial 47.mzML
MP20-007_01-055_S_E01-V048_Vial 48.mzML
MP20-007_01-056_S_E01-V049_Vial 49.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST000199
No raw data detected. Ignoring ST000199
Processing  ST000599
No raw data detected. Ignoring ST000599
Processing  ST000207
No raw data detected. Ignoring ST000207
Processing  ST000635
No raw data detected. Ignoring ST000635
Processing  ST001845
Initiating REDU-table generation for AN002988
Rest length is 21
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/21 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 21/21 [00:00<00:00, 4026.53it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▎      | 1057/3150 [1:00:19<1:06:58,  1.92s/it]
 34%|███▎      | 1060/3150 [1:00:19<42:25,  1.22s/it]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003600
Initiating REDU-table generation for AN005915
Rest length is 18
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005916
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw data_mzML
CAC_1_neg.mzML
Raw data_mzML
CAC_1_pos.mzML
Raw data_mzML
CAC_2_neg.mzML
Raw data_mzML
CAC_2_pos.mzML
Raw data_mzML
CAC_3_neg.mzML
Raw data_mzML
CAC_3_pos.mzML
Raw data_mzML
CIC_1_neg.mzML
Raw data_mzML
CIC_1_pos.mzML
Raw data_mzML
CIC_2_neg.mzML
Raw data_mzML
CIC_2_pos.mzML
Raw data_mzML
CIC_3_neg.mzML
Raw data_mzML
CIC_3_pos.mzML
Raw data_mzML
CON_1_neg.mzML
Raw data_mzML
CON_1_pos.mzML
Raw data_mzML
CON_2_neg.mzML
Raw data_mzML
CON_2_pos.mzML
Raw data_mzML
CON_3_neg.mzML
Raw data_mzML
CON_3_pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000303
No raw data detected. Ignoring ST000303
Processing  ST002020
No raw data detected. Ignoring ST002020
Processing  ST002817
No raw data detected. Ignoring ST002817
Processing  ST002200
Initiating REDU-table generation for AN003600
Rest length is 419
raw file key found.
Initiating REDU-table generation for AN003601
Rest length is 419
raw file key found.
Initiating REDU-table generation for AN003602
Rest length is 419
raw file key found.
Initiating REDU-table generation for AN003603
Rest length is 419
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HTP raw files
Metabolomics raw files
5mm-HTP
H-001.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-002.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-003.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-004.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-005.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-006.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-007.raw
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Metabolomics raw files
5mm-HTP
H-008.raw
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Metabolomics raw files
5mm-HTP
H-009.raw
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Metabolomics raw files
5mm-HTP
H-010.raw
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Metabolomics raw files
5mm-HTP
H-011.raw
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5mm-HTP
H-012.raw
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H-013.raw
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H-014.raw
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5mm-HTP
H-015.raw
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Metabolomics raw files
5mm-HTP
H-016.raw
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Metabolomics raw files
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H-017.raw
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5mm-HTP
H-018.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-019.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-020.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-021.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-022.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-023.raw
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Metabolomics raw files
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H-024.raw
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5mm-HTP
H-025.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-026.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-027.raw
HTP raw files
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H-028.raw
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5mm-HTP
H-029.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-030.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-031.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-032.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-033.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-034.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-035.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-036.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-037.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-038.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-039.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-040.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-041.raw
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Metabolomics raw files
5mm-HTP
H-042.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-043.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-044.raw
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Metabolomics raw files
5mm-HTP
H-045.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-046.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-047.raw
HTP raw files
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H-048.raw
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5mm-HTP
H-049.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-050.raw
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5mm-HTP
H-051.raw
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5mm-HTP
H-052.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-053.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-054.raw
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5mm-HTP
H-055.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-056.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-057.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-058.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-059.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-060.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-061.raw
HTP raw files
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5mm-HTP
H-062.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-063.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-064.raw
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5mm-HTP
H-065.raw
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5mm-HTP
H-066.raw
HTP raw files
Metabolomics raw files
5mm-HTP
H-067.raw
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5mm-HTP
H-068.raw
HTP raw files
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5mm-HTP
H-069.raw
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5mm-HTP
H-070.raw
HTP raw files
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5mm-HTP
H-071.raw
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5mm-HTP
H-072.raw
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H-073.raw
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H-074.raw
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H-075.raw
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H-076.raw
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H-077.raw
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H-078.raw
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5mm-HTP
H-079.raw
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Metabolomics raw files
5mm-HTP
H-080.raw
HTP raw files
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5mm-HTP
H-081.raw
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5mm-HTP
H-082.raw
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Metabolomics raw files
5mm-HTP
H-083.raw
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5mm-HTP
H-084.raw
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H-085.raw
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5mm-HTP
H-086.raw
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Metabolomics raw files
5mm-HTP
H-087.raw
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5mm-HTP
H-088.raw
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5mm-HTP
H-089.raw
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5mm-HTP
H-090.raw
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H-091.raw
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H-092.raw
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H-093.raw
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H-094.raw
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H-095.raw
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H-096.raw
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H-097.raw
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H-098.raw
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H-099.raw
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H-100.raw
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H-101.raw
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H-102.raw
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H-103.raw
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H-107.raw
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H-108.raw
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H-109.raw
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H-110.raw
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H-111.raw
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H-113.raw
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H-114.raw
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H-115.raw
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H-117.raw
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H-119.raw
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H-120.raw
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H-121.raw
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H-123.raw
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H-124.raw
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H-126.raw
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5mm-HTP
H-127.raw
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5mm-HTP
H-128.raw
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H-129.raw
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H-130.raw
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H-131.raw
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H-133.raw
HTP raw files
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H-134.raw
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HTP raw files
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H-137.raw
HTP raw files
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H-138.raw
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H-139.raw
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5mm-HTP
H-140.raw
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5mm-HTP
H-141.raw
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Metabolomics raw files/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 419 rows!
Extracted information for 419 samples.
Processing  ST002379
Initiating REDU-table generation for AN003877
Rest length is 12
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003878
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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MyData
Metabolic flux data_Zhu lab
LPS_JX06_ATP_1.raw
MyData
Metabolic flux data_Zhu lab
LPS_JX06_ATP_2.raw
MyData
Metabolic flux data_Zhu lab
LPS_JX06_ATP_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST001936
No raw data detected. Ignoring ST001936
Processing  ST003431
Initiating REDU-table generation for AN005635
Rest length is 46
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 476.03it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005636
Rest length is 46
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 481.88it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1064/3150 [1:00:35<1:19:18,  2.28s/it]
 34%|███▍      | 1066/3150 [1:00:35<57:34,  1.66s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1068/3150 [1:00:38<56:35,  1.63s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1069/3150 [1:00:41<1:03:09,  1.82s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230318 Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-Blank (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-Blank.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-CAL120 Combination (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-CAL120 Combination.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-CAL120 DMM 5 mM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-CAL120 DMM 5 mM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-CAL120 GSK 1 uM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-CAL120 GSK 1 uM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-DMEM_F12 no adds (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-DMEM_F12 no adds.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HCC1806 Combination (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HCC1806 Combination.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HCC1806 DMM 5 mM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HCC1806 DMM 5 mM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HCC1806 GSK 1 uM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HCC1806 GSK 1 uM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HS578T Combination (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HS578T Combination.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HS578T DMM 5 mM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HS578T DMM 5 mM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HS578T GSK 1 uM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-HS578T GSK 1 uM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MCF7 Combination (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MCF7 Combination.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MCF7 DMM 5 mM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MCF7 DMM 5 mM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MCF7 GSK 1 uM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MCF7 GSK 1 uM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-231 Combination (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-231 Combination.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-231 DMM 5 mM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-231 DMM 5 mM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-231 GSK 1 uM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-231 GSK 1 uM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-468 Combination (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-468 Combination.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-468 DMM 5 mM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-468 DMM 5 mM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-468 GSK 1 uM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-MDA-MB-468 GSK 1 uM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-SUM159PT Combination (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-SUM159PT Combination.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-SUM159PT DMM 5 mM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-SUM159PT DMM 5 mM.mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-SUM159PT GSK 1 uM (2).mzML
Dima DMM GSK Seven cell lines mzML
20230318 Dima DMM GSK Seven cell lines-SUM159PT GSK 1 uM.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 46 rows!
Extracted information for 46 samples.
Processing  ST001090
No raw data detected. Ignoring ST001090
Processing  ST001750
No raw data detected. Ignoring ST001750
Processing  ST002090
No raw data detected. Ignoring ST002090
Processing  ST002671
Initiating REDU-table generation for AN004343
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217016607.raw
90218016607.raw
90222016607.raw
90223016607.raw
90225016607.raw
90227016607.raw
90229016607.raw
90232016607.raw
90237016607.raw
90239016607.raw
90245016607.raw
90248016607.raw
90251016607.raw
90252016607.raw
90254016607.raw
90258016607.raw
90259016607.raw
90265016607.raw
90266016607.raw
90267016607.raw
90280016607.raw
90281016607.raw
90283016607.raw
90289016607.raw
90292016607.raw
90406016607.raw
90410016607.raw
90412016607.raw
90416016607.raw
90420016607.raw
90421016607.raw
90422016607.raw
90423016607.raw
90426016607.raw
90430016607.raw
90439016607.raw
90441016607.raw
90444016607.raw
90449016607.raw
90450016607.raw
90559016607.raw
90560016607.raw
90564016607.raw
90567016607.raw
90571016607.raw
90576016607.raw
90578016607.raw
90581016607.raw
90585016607.raw
90587016607.raw
IPE_Reference_Lung.raw
IPE_Reference_Lung02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Lung.raw
SED_Reference_Lung02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST001761
Initiating REDU-table generation for AN002868
Rest length is 27
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200717_QEF1_HILIC_CSF_BP230.raw
20200717_QEF1_HILIC_CSF_BP231.raw
20200717_QEF1_HILIC_CSF_BP232.raw
20200717_QEF1_HILIC_CSF_BP233.raw
20200717_QEF1_HILIC_CSF_BP234.raw
20200717_QEF1_HILIC_CSF_BP235.raw
20200717_QEF1_HILIC_CSF_BP236.raw
20200717_QEF1_HILIC_CSF_BP237.raw
20200717_QEF1_HILIC_CSF_BP238.raw
20200717_QEF1_HILIC_CSF_BP239.raw
20200717_QEF1_HILIC_CSF_BP240.raw
20200717_QEF1_HILIC_CSF_BP241.raw
20200717_QEF1_HILIC_CSF_BP242.raw
20200717_QEF1_HILIC_CSF_BP243.raw
20200717_QEF1_HILIC_CSF_BP244.raw
20200717_QEF1_HILIC_CSF_BP245.raw
20200717_QEF1_HILIC_CSF_BP246.raw
20200717_QEF1_HILIC_CSF_BP247.raw
20200717_QEF1_HILIC_CSF_BP248_pool1x_a.raw
20200717_QEF1_HILIC_CSF_BP248_pool1x_b.raw
20200717_QEF1_HILIC_CSF_BP248_pool1x_c.raw
20200717_QEF1_HILIC_CSF_BP248_pool1x_d.raw
20200717_QEF1_HILIC_CSF_BP249_pool03x.raw
20200717_QEF1_HILIC_CSF_BP250_pool01x.raw
20200717_QEF1_HILIC_CSF_BP250_pool01x_a.raw
20200717_QEF1_HILIC_CSF_blank_end.raw
20200717_QEF1_HILIC_CSF_blank_start.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST002663
Initiating REDU-table generation for AN004335
Rest length is 55
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/55 [00:00<?, ?it/s]

Mapping potential matches:  69%|██████▉   | 38/55 [00:00<00:00, 376.42it/s]
Mapping potential matches: 100%|██████████| 55/55 [00:00<00:00, 376.48it/s]

 34%|███▍      | 1070/3150 [1:00:41<55:02,  1.59s/it]  
 34%|███▍      | 1071/3150 [1:00:41<44:01,  1.27s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1073/3150 [1:00:45<50:51,  1.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1074/3150 [1:00:48<1:03:40,  1.84s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1075/3150 [1:00:51<1:15:05,  2.17s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002598
Initiating REDU-table generation for AN004270
Did not receive valid mwTab json for AN004270!
Processing  ST000460
No raw data detected. Ignoring ST000460
Processing  ST003516
Initiating REDU-table generation for AN005773
Rest length is 57
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
ANA1.mzML
ANA2.mzML
ANA3.mzML
ANA4.mzML
ANA5.mzML
Blank_1.mzML
Blank_2.mzML
Blank_3.mzML
Blank_4.mzML
CTRL1.mzML
CTRL2.mzML
CTRL3.mzML
CTRL4.mzML
CTRL5.mzML
Cal_Curve_L1_rA.mzML
Cal_Curve_L1_rB.mzML
Cal_Curve_L1_rC.mzML
Cal_Curve_L2_rA.mzML
Cal_Curve_L2_rB.mzML
Cal_Curve_L2_rC.mzML
Cal_Curve_L3_rA.mzML
Cal_Curve_L3_rB.mzML
Cal_Curve_L3_rC.mzML
Cal_Curve_L4_rA.mzML
Cal_Curve_L4_rB.mzML
Cal_Curve_L4_rC.mzML
Cal_Curve_L5_rA.mzML
Cal_Curve_L5_rB.mzML
Cal_Curve_L5_rC.mzML
Cal_Curve_L6_rA.mzML
Cal_Curve_L6_rB.mzML
Cal_Curve_L6_rC.mzML
GPGD1.mzML
GPGD2.mzML
GPGD3.mzML
GPGD4.mzML
GPGD5.mzML
MLP1.mzML
MLP2.mzML
MLP3.mzML
MLP4.mzML
MLP5.mzML
OXY1.mzML
OXY2.mzML
OXY3.mzML
OXY4.mzML
OXY5.mzML
PHY1.mzML
PHY2.mzML
PHY3.mzML
PHY4.mzML
PHY5.mzML
TKT1.mzML
TKT2.mzML
TKT3.mzML
TKT4.mzML
TKT5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 57 rows!
Extracted information for 57 samples.
Processing  ST003409
Initiating REDU-table generation for AN005596
Rest length is 28
raw file key found.
Initiating REDU-table generation for AN005597
Rest length is 28
raw file key found.
Initiating REDU-table generation for AN005598
Rest length is 28
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-01.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-02.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-03.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-04.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-05.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-06.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-07.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-08.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-09.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-10.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-11.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-12.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-13.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-14.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-15.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-16.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-17.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-18.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-19.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-20.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-21.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-22.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-23.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-24.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-25.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-26.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-27.mzML
OBJ0042379_Giredestrant_raw_mzml
Lipidomics - 20230404 - 1-28.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST001795
Initiating REDU-table generation for AN002915
Rest length is 26
raw file key found.
Initiating REDU-table generation for AN002916
Rest length is 26
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
CFD_1.raw
MyData
CFD_2.raw
MyData
CFD_3.raw
MyData
CFD_4.raw
MyData
CFD_5.raw
MyData
CFD_6.raw
MyData
CFD_7.raw
MyData
CFD_8.raw
MyData
Celecoxib_HFD_1.raw
MyData
Celecoxib_HFD_2.raw
MyData
Celecoxib_HFD_3.raw
MyData
Celecoxib_HFD_4.raw
MyData
Celecoxib_HFD_5.raw
MyData
Celecoxib_HFD_6.raw
MyData
Celecoxib_HFD_7.raw
MyData
Celecoxib_HFD_8.raw
MyData
Celecoxib_HFD_9.raw
MyData
HFD_1.raw
MyData
HFD_2.raw
MyData
HFD_3.raw
MyData
HFD_4.raw
MyData
HFD_5.raw
MyData
HFD_6.raw
MyData
HFD_7.raw
MyData
HFD_8.raw
MyData
HFD_9.raw
MyData
Negative
CFD_1.mzXML
MyData
Negative
CFD_2.mzXML
MyData
Negative
CFD_3.mzXML
MyData
Negative
CFD_4.mzXML
MyData
Negative
CFD_5.mzXML
MyData
Negative
CFD_6.mzXML
MyData
Negative
CFD_7.mzXML
MyData
Negative
CFD_8.mzXML
MyData
Negative
Celecoxib_HFD_1.mzXML
MyData
Negative
Celecoxib_HFD_2.mzXML
MyData
Negative
Celecoxib_HFD_3.mzXML
MyData
Negative
Celecoxib_HFD_4.mzXML
MyData
Negative
Celecoxib_HFD_5.mzXML
MyData
Negative
Celecoxib_HFD_6.mzXML
MyData
Negative
Celecoxib_HFD_7.mzXML
MyData
Negative
Celecoxib_HFD_8.mzXML
MyData
Negative
Celecoxib_HFD_9.mzXML
MyData
Negative
HFD_1.mzXML
MyData
Negative
HFD_2.mzXML
MyData
Negative
HFD_3.mzXML
MyData
Negative
HFD_4.mzXML
MyData
Negative
HFD_5.mzXML
MyData
Negative
HFD_6.mzXML
MyData
Negative
HFD_7.mzXML
MyData
Negative
HFD_8.mzXML
MyData
Negative
HFD_9.mzXML
MyData
Positive
CFD_1.mzXML
MyData
Positive
CFD_2.mzXML
MyData
Positive
CFD_3.mzXML
MyData
Positive
CFD_4.mzXML
MyData
Positive
CFD_5.mzXML
MyData
Positive
CFD_6.mzXML
MyData
Positive
CFD_7.mzXML
MyData
Positive
CFD_8.mzXML
MyData
Positive
Celecoxib_HFD_1.mzXML
MyData
Positive
Celecoxib_HFD_2.mzXML
MyData
Positive
Celecoxib_HFD_3.mzXML
MyData
Positive
Celecoxib_HFD_4.mzXML
MyData
Positive
Celecoxib_HFD_5.mzXML
MyData
Positive
Celecoxib_HFD_6.mzXML
MyData
Positive
Celecoxib_HFD_7.mzXML
MyData
Positive
Celecoxib_HFD_8.mzXML
MyData
Positive
Celecoxib_HFD_9.mzXML
MyData
Positive
HFD_1.mzXML
MyData
Positive
HFD_2.mzXML
MyData
Positive
HFD_3.mzXML
MyData
Positive
HFD_4.mzXML
MyData
Positive
HFD_5.mzXML
MyData
Positive
HFD_6.mzXML
MyData
Positive
HFD_7.mzXML
MyData
Positive
HFD_8.mzXML
MyData
Positive
HFD_9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 78 rows!
Extracted information for 78 samples.
Processing  ST000275
No raw data detected. Ignoring ST000275
Processing  ST000651
No raw data detected. Ignoring ST000651
Processing  ST002447
Initiating REDU-table generation for AN003988
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PA CP27_1_25_1_972.d
PA CP27_2_25_1_973.d
PA CP27_3_25_1_974.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples./app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1078/3150 [1:00:54<50:44,  1.47s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1079/3150 [1:00:56<59:02,  1.71s/it]
 34%|███▍      | 1081/3150 [1:00:57<38:47,  1.12s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1082/3150 [1:00:59<48:11,  1.40s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1083/3150 [1:01:02<1:03:27,  1.84s/it]
Processing  ST003393
Initiating REDU-table generation for AN005567
Rest length is 83
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HC_KO_21.mzML
HC_KO_22.mzML
HC_KO_23.mzML
HC_KO_24.mzML
HC_KO_25.mzML
HC_KO_7.mzML
HC_KO_9.mzML
HC_WT_1.mzML
HC_WT_13.mzML
HC_WT_14.mzML
HC_WT_15.mzML
HC_WT_16.mzML
HC_WT_2.mzML
HC_WT_3.mzML
HCo_KO_132.mzML
HCo_KO_133.mzML
HCo_KO_134.mzML
HCo_KO_138.mzML
HCo_KO_20.mzML
HCo_KO_22.mzML
HCo_KO_23.mzML
HCo_WT_127.mzML
HCo_WT_128.mzML
HCo_WT_131.mzML
HCo_WT_139.mzML
HCo_WT_18.mzML
HCo_WT_22.mzML
HCo_WT_23.mzML
HS_KO_10.mzML
HS_KO_11.mzML
HS_KO_12.mzML
HS_KO_26.mzML
HS_KO_27.mzML
HS_KO_28.mzML
HS_KO_29.mzML
HS_WT_17.mzML
HS_WT_18.mzML
HS_WT_19.mzML
HS_WT_20.mzML
HS_WT_4.mzML
HS_WT_5.mzML
HS_WT_6.mzML
H_KO_12.mzML
H_KO_13.mzML
H_KO_14.mzML
H_KO_29.mzML
H_KO_30.mzML
H_KO_31.mzML
H_KO_32.mzML
H_WT_10.mzML
H_WT_20.mzML
H_WT_21.mzML
H_WT_22.mzML
H_WT_23.mzML
H_WT_7.mzML
H_WT_8.mzML
H_WT_9.mzML
LCo_KO_112.mzML
LCo_KO_114.mzML
LCo_KO_122.mzML
LCo_KO_143.mzML
LCo_KO_146.mzML
LCo_WT_114.mzML
LCo_WT_119.mzML
LCo_WT_138.mzML
LCo_WT_140.mzML
LCo_WT_141.mzML
L_KO_25.mzML
L_KO_26.mzML
L_KO_27.mzML
L_KO_28.mzML
L_KO_4.mzML
L_KO_5.mzML
L_KO_6.mzML
L_WT_1.mzML
L_WT_15.mzML
L_WT_16.mzML
L_WT_17.mzML
L_WT_18.mzML
L_WT_19.mzML
L_WT_2.mzML
L_WT_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 82 rows!
Extracted information for 82 samples.
Processing  ST000944
No raw data detected. Ignoring ST000944
Processing  ST001015
No raw data detected. Ignoring ST001015
Processing  ST001797
Initiating REDU-table generation for AN002919
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw_SRM1957
N1957_1.mzXML
Raw_SRM1957
N1957_2.mzXML
Raw_SRM1957
N1957_3.mzXML
Raw_SRM1957
N1957_4.mzXML
Raw_SRM1957
N1957_5.mzXML
Raw_SRM1957
N1957_6.mzXML
Raw_SRM1957
N1957_7.mzXML
Raw_SRM1957
N1957_8.mzXML
Raw_SRM1957
N1957_9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST002946
Initiating REDU-table generation for AN004831
Rest length is 97
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
raw_lipidomics
210525se012.raw
raw_lipidomics
210525se013.raw
raw_lipidomics
210525se014.raw
raw_lipidomics
210525se015.raw
raw_lipidomics
210525se016.raw
raw_lipidomics
210525se017.raw
raw_lipidomics
210525se018.raw
raw_lipidomics
210525se019.raw
raw_lipidomics
210525se020.raw
raw_lipidomics
210525se021.raw
raw_lipidomics
210525se022.raw
raw_lipidomics
210525se023.raw
raw_lipidomics
210525se025.raw
raw_lipidomics
210525se026.raw
raw_lipidomics
210525se027.raw
raw_lipidomics
210525se028.raw
raw_lipidomics
210525se029.raw
raw_lipidomics
210525se030.raw
raw_lipidomics
210525se031.raw
raw_lipidomics
210525se032.raw
raw_lipidomics
210525se033.raw
raw_lipidomics
210525se034.raw
raw_lipidomics
210525se035.raw
raw_lipidomics
210525se036.raw
raw_lipidomics
210525se038.raw
raw_lipidomics
210525se039.raw
raw_lipidomics
210525se040.raw
raw_lipidomics
210525se041.raw
raw_lipidomics
210525se042.raw
raw_lipidomics
210525se043.raw
raw_lipidomics
210525se044.raw
raw_lipidomics
210525se045.raw
raw_lipidomics
210525se046.raw
raw_lipidomics
210525se047.raw
raw_lipidomics
210525se051.raw
raw_lipidomics
210525se052.raw
raw_lipidomics
210525se053.raw
raw_lipidomics
210525se054.raw
raw_lipidomics
210525se055.raw
raw_lipidomics
210525se056.raw
raw_lipidomics
210525se057.raw
raw_lipidomics
210525se058.raw
raw_lipidomics
210525se059.raw
raw_lipidomics
210525se060.raw
raw_lipidomics
210525se061.raw
raw_lipidomics
210525se062.raw
raw_lipidomics
210525se063.raw
raw_lipidomics
210525se065.raw
raw_lipidomics
210525se066.raw
raw_lipidomics
210525se067.raw
raw_lipidomics
210525se068.raw
raw_lipidomics
210525se069.raw
raw_lipidomics
210525se070.raw
raw_lipidomics
210525se071.raw
raw_lipidomics
210525se072.raw
raw_lipidomics
210525se073.raw
raw_lipidomics
210525se074.raw
raw_lipidomics
210525se075.raw
raw_lipidomics
210525se076.raw
raw_lipidomics
210525se077.raw
raw_lipidomics
210525se079.raw
raw_lipidomics
210525se080.raw
raw_lipidomics
210525se081.raw
raw_lipidomics
210525se082.raw
raw_lipidomics
210525se083.raw
raw_lipidomics
210525se084.raw
raw_lipidomics
210525se085.raw
raw_lipidomics
210525se086.raw
raw_lipidomics
210525se087.raw
raw_lipidomics
210525se088.raw
raw_lipidomics
210525se089.raw
raw_lipidomics
210525se090.raw
raw_lipidomics
210525se092.raw
raw_lipidomics
210525se093.raw
raw_lipidomics
210525se094.raw
raw_lipidomics
210525se095.raw
raw_lipidomics
210525se096.raw
raw_lipidomics
210525se097.raw
raw_lipidomics
210525se098.raw
raw_lipidomics
210525se099.raw
raw_lipidomics
210525se100.raw
raw_lipidomics
210525se101.raw
raw_lipidomics
210525se102.raw
raw_lipidomics
210525se103.raw
raw_lipidomics
210525se105.raw
raw_lipidomics
210525se106.raw
raw_lipidomics
210525se107.raw
raw_lipidomics
210525se108.raw
raw_lipidomics
210525se109.raw
raw_lipidomics
210525se110.raw
raw_lipidomics
210525se111.raw
raw_lipidomics
210525se112.raw
raw_lipidomics
210525se113.raw
raw_lipidomics
210525se114.raw
raw_lipidomics
210525se115.raw
raw_lipidomics
210525se116.raw
raw_lipidomics
210525se117.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 97 rows!
Extracted information for 97 samples.
Processing  ST001881
No raw data detected. Ignoring ST001881
Processing  ST002923
Initiating REDU-table generation for AN004793
Rest length is 159
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
set1
AD_1.raw
set1
AD_2.raw
set1
AD_3.raw
set1
AD_FA_1.raw
set1
AD_FA_2.raw
set1
Con_1.raw
set1
Con_2.raw
set1
Con_3.raw
set1
Con_4.raw
set1
Con_5.raw
set10
AD_FA_45.raw
set10
AD_FA_46.raw
set10
AD_FA_47.raw
set10
AD_FA_48.raw
set10
AD_FA_49.raw
set10
AD_FA_50.raw
set10
AD_FA_51.raw
set10
AD_FA_52.raw
set10
AD_FA_53.raw
set10
AD_FA_54.raw
set10
AD_FA_55.raw
set10
AD_FA_56.raw
set10
AD_FA_57.raw
set10
AD_FA_58.raw
set10
Con_27.raw
set10
Con_28.raw
set10
Con_29.raw
set10
Con_30.raw
set10
Con_31.raw
set10
Con_32.raw
set11
AD_FA_59.raw
set11
AD_FA_60.raw
set11
AD_FA_61.raw
set11
AD_FA_62.raw
set11
AD_FA_63.raw
set11
AD_FA_64.raw
set11
AD_FA_65.raw
set11
AD_FA_66.raw
set11
AD_FA_67.raw
set11
AD_FA_68.raw
set11
AD_FA_69.raw
set11
AD_FA_70.raw
set11
AD_FA_71.raw
set11
AD_FA_72.raw
set11
Con_33.raw
set11
Con_34.raw
set11
Con_35.raw
set11
Con_36.raw
set11
Con_37.raw
set11
Con_38.raw
set12
AD_FA_73.raw
set12
AD_FA_74.raw
set12
AD_FA_75.raw
set12
AD_FA_76.raw
set12
AD_FA_77.raw
set12
AD_FA_78.raw
set12
AD_FA_79.raw
set12
AD_FA_80.raw
set12
AD_FA_81.raw
set12
AD_FA_82.raw
set12
AD_FA_83.raw
set12
Con_39.raw
set12
Con_40.raw
set12
Con_41.raw
set12
Con_42.raw
set12
Con_43.raw
set12
Con_44.raw
set12
Con_45.raw
set12
Con_46.raw
set2
AD_4.raw
set2
AD_5.raw
set2
AD_6.raw
set2
AD_7.raw
set2
AD_FA_3.raw
set2
AD_FA_4.raw
set2
Con_6.raw
set2
Con_7.raw
set3
AD_10.raw
set3
AD_8.raw
set3
AD_9.raw
set3
AD_FA_5.raw
set3
AD_FA_6.raw
set3
AD_FA_7.raw
set3
Con_10.raw
set3
Con_11.raw
set3
Con_8.raw
set3
Con_9.raw
set4
AD_11.raw
set4
AD_12.raw
set4
AD_13.raw
set4
AD_14.raw
set4
AD_15.raw
set4
AD_16.raw
set4
AD_FA_8.raw
set4
Con_12.raw
set4
Con_13.raw
set4
Con_14.raw
set5
AD_17.raw
set5
AD_18.raw
set5
AD_19.raw
set5
AD_FA_10.raw
set5
AD_FA_9.raw
set5
Con_15.raw
set5
Con_16.raw
set5
Con_17.raw
set6
AD_20.raw
set6
AD_21.raw
set6
AD_22.raw
set6
AD_FA_11.raw
set6
AD_FA_12.raw
set6
AD_FA_13.raw
set6
AD_FA_14.raw
set6
AD_FA_15.raw
set6
Con_19.raw
set6
Con_20.raw
set6
Con_21.raw
set7
AD_23.raw
set7
AD_24.raw
set7
AD_25.raw
set7
AD_26.raw
set7
AD_FA_16.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 34%|███▍      | 1085/3150 [1:01:06<1:01:36,  1.79s/it]
set7
AD_FA_17.raw
set7
AD_FA_18.raw
set7
AD_FA_19.raw
set7
AD_FA_20.raw
set7
AD_FA_21.raw
set7
AD_FA_22.raw
set7
AD_FA_23.raw
set7
Con_18.raw
set8
AD_27.raw
set8
AD_28.raw
set8
AD_FA_24.raw
set8
AD_FA_25.raw
set8
AD_FA_26.raw
set8
AD_FA_27.raw
set8
AD_FA_28.raw
set8
AD_FA_29.raw
set8
AD_FA_30.raw
set8
AD_FA_31.raw
set8
AD_FA_32.raw
set8
AD_FA_33.raw
set8
Con_22.raw
set8
Con_23.raw
set8
Con_24.raw
set9
AD_29.raw
set9
AD_30.raw
set9
AD_FA_34.raw
set9
AD_FA_35.raw
set9
AD_FA_36.raw
set9
AD_FA_37.raw
set9
AD_FA_38.raw
set9
AD_FA_39.raw
set9
AD_FA_40.raw
set9
AD_FA_41.raw
set9
AD_FA_42.raw
set9
AD_FA_43.raw
set9
AD_FA_44.raw
set9
Con_25.raw
set9
Con_26.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 159 rows!
Extracted information for 159 samples.
Processing  ST003125
Initiating REDU-table generation for AN005123
Rest length is 107
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/108 [00:00<?, ?it/s]

Mapping potential matches:  12%|█▏        | 13/108 [00:00<00:00, 126.07it/s]

Mapping potential matches:  24%|██▍       | 26/108 [00:00<00:00, 126.63it/s]

Mapping potential matches:  36%|███▌      | 39/108 [00:00<00:00, 127.05it/s]

Mapping potential matches:  48%|████▊     | 52/108 [00:00<00:00, 127.33it/s]

Mapping potential matches:  60%|██████    | 65/108 [00:00<00:00, 127.72it/s]

Mapping potential matches:  72%|███████▏  | 78/108 [00:00<00:00, 127.89it/s]

Mapping potential matches:  84%|████████▍ | 91/108 [00:00<00:00, 128.03it/s]

Mapping potential matches:  96%|█████████▋| 104/108 [00:00<00:00, 127.60it/s]
Mapping potential matches: 100%|██████████| 108/108 [00:00<00:00, 127.51it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005124
Rest length is 107
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/108 [00:00<?, ?it/s]

Mapping potential matches:  13%|█▎        | 14/108 [00:00<00:00, 131.08it/s]

Mapping potential matches:  26%|██▌       | 28/108 [00:00<00:00, 131.26it/s]

Mapping potential matches:  39%|███▉      | 42/108 [00:00<00:00, 131.46it/s]

Mapping potential matches:  52%|█████▏    | 56/108 [00:00<00:00, 131.61it/s]

Mapping potential matches:  65%|██████▍   | 70/108 [00:00<00:00, 132.16it/s]

Mapping potential matches:  78%|███████▊  | 84/108 [00:00<00:00, 132.03it/s]

Mapping potential matches:  91%|█████████ | 98/108 [00:00<00:00, 131.92it/s]
Mapping potential matches: 100%|██████████| 108/108 [00:00<00:00, 131.69it/s]

 34%|███▍      | 1086/3150 [1:01:08<1:08:01,  1.98s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002039
Initiating REDU-table generation for AN003317
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  40%|███▉      | 23/58 [00:00<00:00, 220.86it/s]

Mapping potential matches:  79%|███████▉  | 46/58 [00:00<00:00, 222.14it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 222.19it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003318
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  40%|███▉      | 23/58 [00:00<00:00, 222.77it/s]

Mapping potential matches:  79%|███████▉  | 46/58 [00:00<00:00, 220.08it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 219.90it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▍      | 1087/3150 [1:01:12<1:24:09,  2.45s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▍      | 1088/3150 [1:01:15<1:28:25,  2.57s/it]
 35%|███▍      | 1091/3150 [1:01:15<42:57,  1.25s/it]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Brain_Data
AM6 Negative
AM6-10_r6-.raw
Brain_Data
AM6 Negative
AM6-11_r52-.raw
Brain_Data
AM6 Negative
AM6-12_r9-.raw
Brain_Data
AM6 Negative
AM6-13_r37-.raw
Brain_Data
AM6 Negative
AM6-14_r1-.raw
Brain_Data
AM6 Negative
AM6-15_r38-.raw
Brain_Data
AM6 Negative
AM6-16_r41-.raw
Brain_Data
AM6 Negative
AM6-17_r45-.raw
Brain_Data
AM6 Negative
AM6-18_r32-.raw
Brain_Data
AM6 Negative
AM6-19_r29-.raw
Brain_Data
AM6 Negative
AM6-1_r57-.raw
Brain_Data
AM6 Negative
AM6-20_r35-.raw
Brain_Data
AM6 Negative
AM6-21_r54-.raw
Brain_Data
AM6 Negative
AM6-22_r27-.raw
Brain_Data
AM6 Negative
AM6-23_r24-.raw
Brain_Data
AM6 Negative
AM6-24_r50-.raw
Brain_Data
AM6 Negative
AM6-25_r55-.raw
Brain_Data
AM6 Negative
AM6-26_r14-.raw
Brain_Data
AM6 Negative
AM6-27_r30-.raw
Brain_Data
AM6 Negative
AM6-28_r4-.raw
Brain_Data
AM6 Negative
AM6-29_r26-.raw
Brain_Data
AM6 Negative
AM6-2_r43-.raw
Brain_Data
AM6 Negative
AM6-30_r12-.raw
Brain_Data
AM6 Negative
AM6-31_r36-.raw
Brain_Data
AM6 Negative
AM6-32_r18-.raw
Brain_Data
AM6 Negative
AM6-33_r13-.raw
Brain_Data
AM6 Negative
AM6-34_r7-.raw
Brain_Data
AM6 Negative
AM6-35_r34-.raw
Brain_Data
AM6 Negative
AM6-36_r8-.raw
Brain_Data
AM6 Negative
AM6-37_r31-.raw
Brain_Data
AM6 Negative
AM6-38_r47-.raw
Brain_Data
AM6 Negative
AM6-39_r11-.raw
Brain_Data
AM6 Negative
AM6-3_r51-.raw
Brain_Data
AM6 Negative
AM6-40_r16-.raw
Brain_Data
AM6 Negative
AM6-41_r58-.raw
Brain_Data
AM6 Negative
AM6-42_r2-.raw
Brain_Data
AM6 Negative
AM6-43_r23-.raw
Brain_Data
AM6 Negative
AM6-44_r15-.raw
Brain_Data
AM6 Negative
AM6-45_r56-.raw
Brain_Data
AM6 Negative
AM6-46_r46-.raw
Brain_Data
AM6 Negative
AM6-47_r5-.raw
Brain_Data
AM6 Negative
AM6-48_r20-.raw
Brain_Data
AM6 Negative
AM6-49_r28-.raw
Brain_Data
AM6 Negative
AM6-4_r10-.raw
Brain_Data
AM6 Negative
AM6-50_r49-.raw
Brain_Data
AM6 Negative
AM6-51_r48-.raw
Brain_Data
AM6 Negative
AM6-52_r44-.raw
Brain_Data
AM6 Negative
AM6-53_r42-.raw
Brain_Data
AM6 Negative
AM6-54_r53-.raw
Brain_Data
AM6 Negative
AM6-55_r25-.raw
Brain_Data
AM6 Negative
AM6-56_r3-.raw
Brain_Data
AM6 Negative
AM6-57_r19-.raw
Brain_Data
AM6 Negative
AM6-58_r33-.raw
Brain_Data
AM6 Negative
AM6-5_r17-.raw
Brain_Data
AM6 Negative
AM6-6_r22-.raw
Brain_Data
AM6 Negative
AM6-7_r39-.raw
Brain_Data
AM6 Negative
AM6-8_r21-.raw
Brain_Data
AM6 Negative
AM6-9_r40-.raw
Brain_Data
AM6 Positive
AM6-10_r50+.raw
Brain_Data
AM6 Positive
AM6-11_r58+.raw
Brain_Data
AM6 Positive
AM6-12_r45+.raw
Brain_Data
AM6 Positive
AM6-13_r14+.raw
Brain_Data
AM6 Positive
AM6-14_r1+.raw
Brain_Data
AM6 Positive
AM6-15_r51+.raw
Brain_Data
AM6 Positive
AM6-16_r15+.raw
Brain_Data
AM6 Positive
AM6-17_r29+.raw
Brain_Data
AM6 Positive
AM6-18_r43+.raw
Brain_Data
AM6 Positive
AM6-19_r55+.raw
Brain_Data
AM6 Positive
AM6-1_r34+.raw
Brain_Data
AM6 Positive
AM6-20_r11+.raw
Brain_Data
AM6 Positive
AM6-21_r18+.raw
Brain_Data
AM6 Positive
AM6-22_r48+.raw
Brain_Data
AM6 Positive
AM6-23_r12+.raw
Brain_Data
AM6 Positive
AM6-24_r31+.raw
Brain_Data
AM6 Positive
AM6-25_r25+.raw
Brain_Data
AM6 Positive
AM6-26_r41+.raw
Brain_Data
AM6 Positive
AM6-27_r40+.raw
Brain_Data
AM6 Positive
AM6-28_r28+.raw
Brain_Data
AM6 Positive
AM6-29_r17+.raw
Brain_Data
AM6 Positive
AM6-2_r38+.raw
Brain_Data
AM6 Positive
AM6-30_r22+.raw
Brain_Data
AM6 Positive
AM6-31_r56+.raw
Brain_Data
AM6 Positive
AM6-32_r24+.raw
Brain_Data
AM6 Positive
AM6-33_r20+.raw
Brain_Data
AM6 Positive
AM6-34_r46+.raw
Brain_Data
AM6 Positive
AM6-35_r26+.raw
Brain_Data
AM6 Positive
AM6-36_r54+.raw
Brain_Data
AM6 Positive
AM6-37_r33+.raw
Brain_Data
AM6 Positive
AM6-38_r6+.raw
Brain_Data
AM6 Positive
AM6-39_r39+.raw
Brain_Data
AM6 Positive
AM6-3_r44+.raw
Brain_Data
AM6 Positive
AM6-40_r9+.raw
Brain_Data
AM6 Positive
AM6-41_r37+.raw
Brain_Data
AM6 Positive
AM6-42_r4+.raw
Brain_Data
AM6 Positive
AM6-43_r13+.raw
Brain_Data
AM6 Positive
AM6-44_r19+.raw
Brain_Data
AM6 Positive
AM6-45_r21+.raw
Brain_Data
AM6 Positive
AM6-46_r57+.raw
Brain_Data
AM6 Positive
AM6-47_r53+.raw
Brain_Data
AM6 Positive
AM6-48_r49+.raw
Brain_Data
AM6 Positive
AM6-49_r10+.raw
Brain_Data
AM6 Positive
AM6-4_r35+.raw
Brain_Data
AM6 Positive
AM6-50_r2+.raw
Brain_Data
AM6 Positive
AM6-51_r32+.raw
Brain_Data
AM6 Positive
AM6-52_r7+.raw
Brain_Data
AM6 Positive
AM6-53_r27+.raw
Brain_Data
AM6 Positive
AM6-54_r42+.raw
Brain_Data
AM6 Positive
AM6-55_r5+.raw
Brain_Data
AM6 Positive
AM6-56_r16+.raw
Brain_Data
AM6 Positive
AM6-57_r52+.raw
Brain_Data
AM6 Positive
AM6-58_r36+.raw
Brain_Data
AM6 Positive
AM6-5_r23+.raw
Brain_Data
AM6 Positive
AM6-6_r8+.raw
Brain_Data
AM6 Positive
AM6-7_r47+.raw
Brain_Data
AM6 Positive
AM6-8_r3+.raw
Brain_Data
AM6 Positive
AM6-9_r30+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST003556
Initiating REDU-table generation for AN005845
Rest length is 48
raw file key found.
Initiating REDU-table generation for AN005846
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CMt0_NMA_CM1.raw
CMt0_control_CM1.raw
DMEMt0_0NMA_CM1.raw
DMEMt0_0NMA_CM2.raw
DMEMt0_0NMA_CM3.raw
DMEMt0_10NMA_CM1.raw
DMEMt0_10NMA_CM2.raw
DMEMt0_10NMA_CM3.raw
DMEMt0_20NMA_CM1.raw
DMEMt0_20NMA_CM2.raw
DMEMt0_20NMA_CM3.raw
DMEMt0_5NMA_CM1.raw
DMEMto_NMA_CM2.raw
DMEMto_NMA_CM3.raw
DMEMto_control_CM2.raw
DMEMto_control_CM3.raw
HEK293_KO_0NMA_CM1.raw
HEK293_KO_0NMA_CM2.raw
HEK293_KO_0NMA_CM3.raw
HEK293_KO_10NMA_CM1.raw
HEK293_KO_10NMA_CM2.raw
HEK293_KO_10NMA_CM3.raw
HEK293_KO_20NMA_CM1.raw
HEK293_KO_20NMA_CM2.raw
HEK293_KO_20NMA_CM3.raw
HEK293_KO_5NMA_CM1.raw
HEK293_TOM_0NMA_CM1.raw
HEK293_TOM_0NMA_CM2.raw
HEK293_TOM_0NMA_CM3.raw
HEK293_TOM_10NMA_CM1.raw
HEK293_TOM_10NMA_CM2.raw
HEK293_TOM_10NMA_CM3.raw
HEK293_TOM_20NMA_CM1.raw
HEK293_TOM_20NMA_CM2.raw
HEK293_TOM_20NMA_CM3.raw
HEK293_TOM_5NMA_CM1.raw
KO_NMA_CM1.raw
KO_NMA_CM2.raw
KO_NMA_CM3.raw
KO_control_CM1.raw
KO_control_CM2.raw
KO_control_CM3.raw
Tom_NMA_CM1.raw
Tom_NMA_CM2.raw
Tom_NMA_CM3.raw
Tom_control_CM1.raw
Tom_control_CM2.raw
Tom_control_CM3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST000357
No raw data detected. Ignoring ST000357
Processing  ST001259
No raw data detected. Ignoring ST001259
Processing  ST001387
No raw data detected. Ignoring ST001387
Processing  ST002640
Initiating REDU-table generation for AN004312
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0142m_MoTrPAC_PASS1B_HP-PREFA01.raw
0142n_MoTrPAC_PASS1B_HP-PREFB01.raw
0142o_MoTrPAC_PASS1B_HP-Sed01-COR.raw
0142p_MoTrPAC_PASS1B_HP-Sed02-COR.raw
0142q_MoTrPAC_PASS1B_HP-IPE01-COR.raw
0142r_MoTrPAC_PASS1B_HP-IPE02-COR.raw
0143_MoTrPAC_PASS1B_HP-90217015303-COR.raw
0144_MoTrPAC_PASS1B_HP-90218015303-COR.raw
0145_MoTrPAC_PASS1B_HP-90222015303-COR.raw
0146_MoTrPAC_PASS1B_HP-90223015303-COR.raw
0147_MoTrPAC_PASS1B_HP-90225015303-COR.raw
0148_MoTrPAC_PASS1B_HP-90227015303-COR.raw
0149_MoTrPAC_PASS1B_HP-90229015303-COR.raw
0150_MoTrPAC_PASS1B_HP-90232015303-COR.raw
0151_MoTrPAC_PASS1B_HP-90237015303-COR.raw
0152_MoTrPAC_PASS1B_HP-90239015303-COR.raw
0153_MoTrPAC_PASS1B_HP-90245015303-COR.raw
0154_MoTrPAC_PASS1B_HP-90248015303-COR.raw
0155_MoTrPAC_PASS1B_HP-90251015303-COR.raw
0156_MoTrPAC_PASS1B_HP-90252015303-COR.raw
0157_MoTrPAC_PASS1B_HP-90254015303-COR.raw
0158_MoTrPAC_PASS1B_HP-90258015303-COR.raw
0159_MoTrPAC_PASS1B_HP-90259015303-COR.raw
0160_MoTrPAC_PASS1B_HP-90265015303-COR.raw
0161_MoTrPAC_PASS1B_HP-90266015303-COR.raw
0162_MoTrPAC_PASS1B_HP-90267015303-COR.raw
0162a_MoTrPAC_PASS1B_HP-PREFA02.raw
0162b_MoTrPAC_PASS1B_HP-PREFB02.raw
0163_MoTrPAC_PASS1B_HP-90280015303-COR.raw
0164_MoTrPAC_PASS1B_HP-90281015303-COR.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▍      | 1092/3150 [1:01:18<54:51,  1.60s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▍      | 1094/3150 [1:01:21<50:54,  1.49s/it]
0165_MoTrPAC_PASS1B_HP-90283015303-COR.raw
0166_MoTrPAC_PASS1B_HP-90289015303-COR.raw
0167_MoTrPAC_PASS1B_HP-90292015303-COR.raw
0168_MoTrPAC_PASS1B_HP-90406015303-COR.raw
0169_MoTrPAC_PASS1B_HP-90410015303-COR.raw
0170_MoTrPAC_PASS1B_HP-90412015303-COR.raw
0171_MoTrPAC_PASS1B_HP-90416015303-COR.raw
0172_MoTrPAC_PASS1B_HP-90420015303-COR.raw
0173_MoTrPAC_PASS1B_HP-90421015303-COR.raw
0174_MoTrPAC_PASS1B_HP-90422015303-COR.raw
0175_MoTrPAC_PASS1B_HP-90423015303-COR.raw
0176_MoTrPAC_PASS1B_HP-90426015303-COR.raw
0177_MoTrPAC_PASS1B_HP-90430015303-COR.raw
0178_MoTrPAC_PASS1B_HP-90439015303-COR.raw
0179_MoTrPAC_PASS1B_HP-90441015303-COR.raw
0180_MoTrPAC_PASS1B_HP-90444015303-COR.raw
0181_MoTrPAC_PASS1B_HP-90449015303-COR.raw
0182_MoTrPAC_PASS1B_HP-90450015303-COR.raw
0182a_MoTrPAC_PASS1B_HP-PREFA03.raw
0182b_MoTrPAC_PASS1B_HP-PREFB03.raw
0183_MoTrPAC_PASS1B_HP-90559015303-COR.raw
0184_MoTrPAC_PASS1B_HP-90560015303-COR.raw
0185_MoTrPAC_PASS1B_HP-90564015303-COR.raw
0186_MoTrPAC_PASS1B_HP-90567015303-COR.raw
0187_MoTrPAC_PASS1B_HP-90571015303-COR.raw
0188_MoTrPAC_PASS1B_HP-90576015303-COR.raw
0189_MoTrPAC_PASS1B_HP-90578015303-COR.raw
0190_MoTrPAC_PASS1B_HP-90581015303-COR.raw
0191_MoTrPAC_PASS1B_HP-90585015303-COR.raw
0192_MoTrPAC_PASS1B_HP-90587015303-COR.raw
0192a_MoTrPAC_PASS1B_HP-Sed03-COR.raw
0192b_MoTrPAC_PASS1B_HP-Sed04-COR.raw
0192c_MoTrPAC_PASS1B_HP-IPE03-COR.raw
0192d_MoTrPAC_PASS1B_HP-IPE04-COR.raw
0192e_MoTrPAC_PASS1B_HP-PREFA04.raw
0192f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST000103
No raw data detected. Ignoring ST000103
Processing  ST002137
Initiating REDU-table generation for AN003498
Rest length is 71
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CE Data TKO final
8103_10_5110.RAW
CE Data TKO final
8103_12_5ul samplevolume_5110.RAW
CE Data TKO final
8103_13_5110.RAW
CE Data TKO final
8103_14_5110.RAW
CE Data TKO final
8103_1_5110.RAW
CE Data TKO final
8103_3_repeat_5110.RAW
CE Data TKO final
8103_4_5110.RAW
CE Data TKO final
8103_6_5110.RAW
CE Data TKO final
8103_7_5110.RAW
CE Data TKO final
8103_9_5110.RAW
CE Data TKO final
8256_10_5110.RAW
CE Data TKO final
8256_11_5110.RAW
CE Data TKO final
8256_12_chip5109.RAW
CE Data TKO final
8256_13_chip5109.RAW
CE Data TKO final
8256_14_5110.RAW
CE Data TKO final
8256_15_5110.RAW
CE Data TKO final
8256_1_chip5109.RAW
CE Data TKO final
8256_3_chip5109.RAW
CE Data TKO final
8256_4_run2_5110.RAW
CE Data TKO final
8256_6_chip5109.RAW
CE Data TKO final
8256_7_chip5109.RAW
CE Data TKO final
8256_8_chip5109.RAW
CE Data TKO final
8465 _2 5110.RAW
CE Data TKO final
8465_1 5110.RAW
CE Data TKO final
8465_3 5110.RAW
CE Data TKO final
8465_4 5110.RAW
CE Data TKO final
8465_6 5110.RAW
CE Data TKO final
8465_7 5110.RAW
CE Data TKO final
8465_8 5110.RAW
CE Data TKO final
8465_9 5110.RAW
CE Data TKO final
Ctrl_8284_10_chip5110.RAW
CE Data TKO final
Ctrl_8284_11_chip5110.RAW
CE Data TKO final
Ctrl_8284_12_chip5110.RAW
CE Data TKO final
Ctrl_8284_1_chip5110.RAW
CE Data TKO final
Ctrl_8284_2_chip5110.RAW
CE Data TKO final
Ctrl_8284_3_run2chip5110.RAW
CE Data TKO final
Ctrl_8284_4_chip5110.RAW
CE Data TKO final
Ctrl_8284_5_chip5110.RAW
CE Data TKO final
Ctrl_8284_6_chip5110.RAW
CE Data TKO final
Ctrl_8284_7_chip5110.RAW
CE Data TKO final
Ctrl_8284_8_chip5110.RAW
CE Data TKO final
Ctrl_8284_9_chip5110.RAW
CE Data TKO final
TKO8472_10_run_4574.RAW
CE Data TKO final
TKO8472_11_run_4574.RAW
CE Data TKO final
TKO8472_1_run_4574.RAW
CE Data TKO final
TKO8472_3_run2_4574.RAW
CE Data TKO final
TKO8472_5_run_4574.RAW
CE Data TKO final
TKO8472_6_run2_4574.RAW
CE Data TKO final
TKO8472_7_run2_4574.RAW
CE Data TKO final
TKO8472_8_run_4574.RAW
CE Data TKO final
TKO8472_9_run_4574.RAW
CE Data TKO final
ctrl8512_10_4574.RAW
CE Data TKO final
ctrl8512_12_4574.RAW
CE Data TKO final
ctrl8512_13_4574.RAW
CE Data TKO final
ctrl8512_1_4574.RAW
CE Data TKO final
ctrl8512_2_4574.RAW
CE Data TKO final
ctrl8512_3_4574.RAW
CE Data TKO final
ctrl8512_4_4574.RAW
CE Data TKO final
ctrl8512_5_4574.RAW
CE Data TKO final
ctrl8512_6_4574.RAW
CE Data TKO final
ctrl8512_7_4574.RAW
CE Data TKO final
ctrl8512_8_4574.RAW
CE Data TKO final
ctrl8512_9_4574.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 63 rows!
Extracted information for 63 samples.
Processing  ST002135
Initiating REDU-table generation for AN003493
Rest length is 186
Adding raw data not present in REST for sample - named -
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/678 [00:00<?, ?it/s]

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Mapping potential matches:  20%|██        | 137/678 [00:02<00:08, 61.11it/s]

Mapping potential matches:  21%|██        | 144/678 [00:02<00:08, 61.15it/s]

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Mapping potential matches:  27%|██▋       | 186/678 [00:03<00:07, 61.69it/s]

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Mapping potential matches:  31%|███       | 207/678 [00:03<00:07, 61.45it/s]

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Mapping potential matches:  58%|█████▊    | 396/678 [00:06<00:04, 61.86it/s]

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Mapping potential matches:  62%|██████▏   | 417/678 [00:06<00:04, 61.66it/s]

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Mapping potential matches:  78%|███████▊  | 529/678 [00:08<00:02, 61.40it/s]

Mapping potential matches:  79%|███████▉  | 536/678 [00:08<00:02, 61.53it/s]

Mapping potential matches:  80%|████████  | 543/678 [00:08<00:02, 61.35it/s]

Mapping potential matches:  81%|████████  | 550/678 [00:08<00:02, 61.27it/s]

Mapping potential matches:  82%|████████▏ | 557/678 [00:09<00:01, 61.22it/s]

Mapping potential matches:  83%|████████▎ | 564/678 [00:09<00:01, 60.92it/s]

Mapping potential matches:  84%|████████▍ | 571/678 [00:09<00:01, 61.19it/s]

Mapping potential matches:  85%|████████▌ | 578/678 [00:09<00:01, 60.87it/s]

Mapping potential matches:  86%|████████▋ | 585/678 [00:09<00:01, 60.69it/s]

Mapping potential matches:  87%|████████▋ | 592/678 [00:09<00:01, 60.72it/s]

Mapping potential matches:  88%|████████▊ | 599/678 [00:09<00:01, 61.09it/s]

Mapping potential matches:  89%|████████▉ | 606/678 [00:09<00:01, 61.24it/s]

Mapping potential matches:  90%|█████████ | 613/678 [00:10<00:01, 61.20it/s]

Mapping potential matches:  91%|█████████▏| 620/678 [00:10<00:00, 61.28it/s]

Mapping potential matches:  92%|█████████▏| 627/678 [00:10<00:00, 61.56it/s]

Mapping potential matches:  94%|█████████▎| 634/678 [00:10<00:00, 61.58it/s]

Mapping potential matches:  95%|█████████▍| 641/678 [00:10<00:00, 61.39it/s]

Mapping potential matches:  96%|█████████▌| 648/678 [00:10<00:00, 61.16it/s]

Mapping potential matches:  97%|█████████▋| 655/678 [00:10<00:00, 61.01it/s]

Mapping potential matches:  98%|█████████▊| 662/678 [00:10<00:00, 61.18it/s]

Mapping potential matches:  99%|█████████▊| 669/678 [00:10<00:00, 60.80it/s]

Mapping potential matches: 100%|█████████▉| 676/678 [00:11<00:00, 60.71it/s]
Mapping potential matches: 100%|██████████| 678/678 [00:11<00:00, 61.16it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003494
Rest length is 186
Adding raw data not present in REST for sample - named -
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/678 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 7/678 [00:00<00:11, 60.71it/s]

Mapping potential matches:   2%|▏         | 14/678 [00:00<00:10, 60.73it/s]

Mapping potential matches:   3%|▎         | 21/678 [00:00<00:10, 60.77it/s]

Mapping potential matches:   4%|▍         | 28/678 [00:00<00:10, 61.01it/s]

Mapping potential matches:   5%|▌         | 35/678 [00:00<00:10, 61.19it/s]

Mapping potential matches:   6%|▌         | 42/678 [00:00<00:10, 61.22it/s]

Mapping potential matches:   7%|▋         | 49/678 [00:00<00:10, 61.15it/s]

Mapping potential matches:   8%|▊         | 56/678 [00:00<00:10, 61.09it/s]

Mapping potential matches:   9%|▉         | 63/678 [00:01<00:10, 61.26it/s]

Mapping potential matches:  10%|█         | 70/678 [00:01<00:09, 61.40it/s]

Mapping potential matches:  11%|█▏        | 77/678 [00:01<00:09, 61.32it/s]

Mapping potential matches:  12%|█▏        | 84/678 [00:01<00:09, 61.35it/s]

Mapping potential matches:  13%|█▎        | 91/678 [00:01<00:09, 61.34it/s]

Mapping potential matches:  14%|█▍        | 98/678 [00:01<00:09, 61.34it/s]

Mapping potential matches:  15%|█▌        | 105/678 [00:01<00:09, 60.79it/s]

Mapping potential matches:  17%|█▋        | 112/678 [00:01<00:09, 59.26it/s]

Mapping potential matches:  17%|█▋        | 118/678 [00:01<00:10, 52.42it/s]

Mapping potential matches:  18%|█▊        | 124/678 [00:02<00:10, 53.29it/s]

Mapping potential matches:  19%|█▉        | 130/678 [00:02<00:10, 53.77it/s]

Mapping potential matches:  20%|██        | 137/678 [00:02<00:09, 56.24it/s]

Mapping potential matches:  21%|██        | 144/678 [00:02<00:09, 58.06it/s]

Mapping potential matches:  22%|██▏       | 151/678 [00:02<00:08, 59.21it/s]

Mapping potential matches:  23%|██▎       | 158/678 [00:02<00:08, 60.08it/s]

Mapping potential matches:  24%|██▍       | 165/678 [00:02<00:08, 60.58it/s]

Mapping potential matches:  25%|██▌       | 172/678 [00:02<00:08, 60.72it/s]

Mapping potential matches:  26%|██▋       | 179/678 [00:03<00:08, 60.68it/s]

Mapping potential matches:  27%|██▋       | 186/678 [00:03<00:08, 60.66it/s]

Mapping potential matches:  28%|██▊       | 193/678 [00:03<00:07, 60.65it/s]

Mapping potential matches:  29%|██▉       | 200/678 [00:03<00:07, 60.47it/s]

Mapping potential matches:  31%|███       | 207/678 [00:03<00:07, 60.46it/s]

Mapping potential matches:  32%|███▏      | 214/678 [00:03<00:07, 60.35it/s]

Mapping potential matches:  33%|███▎      | 221/678 [00:03<00:07, 60.31it/s]

Mapping potential matches:  34%|███▎      | 228/678 [00:03<00:07, 60.19it/s]

Mapping potential matches:  35%|███▍      | 235/678 [00:03<00:07, 60.14it/s]

Mapping potential matches:  36%|███▌      | 242/678 [00:04<00:07, 59.93it/s]

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Mapping potential matches:  38%|███▊      | 255/678 [00:04<00:07, 60.05it/s]

Mapping potential matches:  39%|███▊      | 262/678 [00:04<00:06, 60.14it/s]

Mapping potential matches:  40%|███▉      | 269/678 [00:04<00:06, 60.22it/s]

Mapping potential matches:  41%|████      | 276/678 [00:04<00:06, 60.41it/s]

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Mapping potential matches:  43%|████▎     | 290/678 [00:04<00:06, 60.57it/s]

Mapping potential matches:  44%|████▍     | 297/678 [00:04<00:06, 60.56it/s]

Mapping potential matches:  45%|████▍     | 304/678 [00:05<00:06, 60.53it/s]

Mapping potential matches:  46%|████▌     | 311/678 [00:05<00:06, 60.47it/s]

Mapping potential matches:  47%|████▋     | 318/678 [00:05<00:05, 60.44it/s]

Mapping potential matches:  48%|████▊     | 325/678 [00:05<00:05, 60.34it/s]

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Mapping potential matches:  50%|█████     | 339/678 [00:05<00:05, 60.33it/s]

Mapping potential matches:  51%|█████     | 346/678 [00:05<00:05, 60.50it/s]

Mapping potential matches:  52%|█████▏    | 353/678 [00:05<00:05, 60.79it/s]

Mapping potential matches:  53%|█████▎    | 360/678 [00:05<00:05, 61.09it/s]

Mapping potential matches:  54%|█████▍    | 367/678 [00:06<00:05, 61.24it/s]

Mapping potential matches:  55%|█████▌    | 374/678 [00:06<00:04, 61.42it/s]

Mapping potential matches:  56%|█████▌    | 381/678 [00:06<00:04, 61.48it/s]

Mapping potential matches:  57%|█████▋    | 388/678 [00:06<00:04, 61.48it/s]

Mapping potential matches:  58%|█████▊    | 395/678 [00:06<00:04, 61.38it/s]

Mapping potential matches:  59%|█████▉    | 402/678 [00:06<00:04, 61.26it/s]

Mapping potential matches:  60%|██████    | 409/678 [00:06<00:04, 61.06it/s]

Mapping potential matches:  61%|██████▏   | 416/678 [00:06<00:04, 59.66it/s]

Mapping potential matches:  62%|██████▏   | 422/678 [00:07<00:04, 59.46it/s]

Mapping potential matches:  63%|██████▎   | 429/678 [00:07<00:04, 59.86it/s]

Mapping potential matches:  64%|██████▍   | 436/678 [00:07<00:04, 60.22it/s]

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Mapping potential matches:  67%|██████▋   | 457/678 [00:07<00:03, 61.38it/s]

Mapping potential matches:  68%|██████▊   | 464/678 [00:07<00:03, 61.86it/s]

Mapping potential matches:  69%|██████▉   | 471/678 [00:07<00:03, 62.17it/s]

Mapping potential matches:  71%|███████   | 478/678 [00:07<00:03, 62.29it/s]

Mapping potential matches:  72%|███████▏  | 485/678 [00:08<00:03, 62.41it/s]

Mapping potential matches:  73%|███████▎  | 492/678 [00:08<00:02, 62.44it/s]

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Mapping potential matches:  75%|███████▍  | 506/678 [00:08<00:02, 62.82it/s]

Mapping potential matches:  76%|███████▌  | 513/678 [00:08<00:02, 62.81it/s]

Mapping potential matches:  77%|███████▋  | 520/678 [00:08<00:02, 62.83it/s]

Mapping potential matches:  78%|███████▊  | 527/678 [00:08<00:02, 62.84it/s]

Mapping potential matches:  79%|███████▉  | 534/678 [00:08<00:02, 62.58it/s]

Mapping potential matches:  80%|███████▉  | 541/678 [00:08<00:02, 62.58it/s]

Mapping potential matches:  81%|████████  | 548/678 [00:09<00:02, 62.47it/s]

Mapping potential matches:  82%|████████▏ | 555/678 [00:09<00:01, 62.41it/s]

Mapping potential matches:  83%|████████▎ | 562/678 [00:09<00:01, 62.43it/s]

Mapping potential matches:  84%|████████▍ | 569/678 [00:09<00:01, 62.51it/s]

Mapping potential matches:  85%|████████▍ | 576/678 [00:09<00:01, 62.56it/s]

Mapping potential matches:  86%|████████▌ | 583/678 [00:09<00:01, 62.64it/s]

Mapping potential matches:  87%|████████▋ | 590/678 [00:09<00:01, 62.60it/s]

Mapping potential matches:  88%|████████▊ | 597/678 [00:09<00:01, 62.46it/s]

Mapping potential matches:  89%|████████▉ | 604/678 [00:09<00:01, 62.41it/s]

Mapping potential matches:  90%|█████████ | 611/678 [00:10<00:01, 62.24it/s]

Mapping potential matches:  91%|█████████ | 618/678 [00:10<00:00, 62.23it/s]

Mapping potential matches:  92%|█████████▏| 625/678 [00:10<00:00, 62.26it/s]

Mapping potential matches:  93%|█████████▎| 632/678 [00:10<00:00, 62.21it/s]

Mapping potential matches:  94%|█████████▍| 639/678 [00:10<00:00, 62.16it/s]

Mapping potential matches:  95%|█████████▌| 646/678 [00:10<00:00, 62.22it/s]

Mapping potential matches:  96%|█████████▋| 653/678 [00:10<00:00, 62.20it/s]

Mapping potential matches:  97%|█████████▋| 660/678 [00:10<00:00, 62.23it/s]

Mapping potential matches:  98%|█████████▊| 667/678 [00:10<00:00, 62.22it/s]

Mapping potential matches:  99%|█████████▉| 674/678 [00:11<00:00, 62.25it/s]
Mapping potential matches: 100%|██████████| 678/678 [00:11<00:00, 60.91it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003495
Rest length is 186
Adding raw data not present in REST for sample - named -
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/678 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 7/678 [00:00<00:10, 61.54it/s]

Mapping potential matches:   2%|▏         | 14/678 [00:00<00:10, 61.53it/s]

Mapping potential matches:   3%|▎         | 21/678 [00:00<00:10, 61.65it/s]

Mapping potential matches:   4%|▍         | 28/678 [00:00<00:10, 61.66it/s]

Mapping potential matches:   5%|▌         | 35/678 [00:00<00:10, 61.63it/s]

Mapping potential matches:   6%|▌         | 42/678 [00:00<00:10, 61.60it/s]

Mapping potential matches:   7%|▋         | 49/678 [00:00<00:10, 61.73it/s]

Mapping potential matches:   8%|▊         | 56/678 [00:00<00:10, 61.67it/s]

Mapping potential matches:   9%|▉         | 63/678 [00:01<00:09, 61.77it/s]

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analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003496
Rest length is 186
Adding raw data not present in REST for sample - named -
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

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Mapping potential matches: 100%|██████████| 678/678 [00:11<00:00, 61.44it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NEG
BATCH-1
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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POS
BATCH-3
20180328_S00034008_P.wiff
POS
BATCH-3
20180328_S00034009_P.wiff
POS
BATCH-3
20180328_S00034010_P.wiff
POS
BATCH-3
20180328_S00034020_P.wiff
POS
BATCH-3
20180328_S00034021_P.wiff
POS
BATCH-3
20180328_S00034022_P.wiff
POS
BATCH-3
20180328_S00034023_P.wiff
POS
BATCH-3
20180328_S00034024_P.wiff
POS
BATCH-3
20180328_S00034025_P.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 381 rows!
Extracted information for 381 samples.
Processing  ST000598
Initiating REDU-table generation for AN000916
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 1252.83it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▍      | 1096/3150 [1:02:19<5:52:14, 10.29s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▍      | 1097/3150 [1:02:25<5:17:04,  9.27s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-02.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-03.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-04.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-05.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-06.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-07.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-08.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-10.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-13.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-14.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-15.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-16.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-17.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-18.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST002500
Initiating REDU-table generation for AN004107
Rest length is 216
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004108
Rest length is 216
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004109
Rest length is 216
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data
GC
TBI-1.CDF
Data
GC
TBI-10.CDF
Data
GC
TBI-11.CDF
Data
GC
TBI-12.CDF
Data
GC
TBI-13.CDF
Data
GC
TBI-14.CDF
Data
GC
TBI-15.CDF
Data
GC
TBI-16.CDF
Data
GC
TBI-18.CDF
Data
GC
TBI-19.CDF
Data
GC
TBI-2.CDF
Data
GC
TBI-20.CDF
Data
GC
TBI-21.CDF
Data
GC
TBI-22.CDF
Data
GC
TBI-23.CDF
Data
GC
TBI-24.CDF
Data
GC
TBI-25.CDF
Data
GC
TBI-27.CDF
Data
GC
TBI-28.CDF
Data
GC
TBI-29.CDF
Data
GC
TBI-3.CDF
Data
GC
TBI-30.CDF
Data
GC
TBI-31.CDF
Data
GC
TBI-32.CDF
Data
GC
TBI-33.CDF
Data
GC
TBI-35.CDF
Data
GC
TBI-36.CDF
Data
GC
TBI-37.CDF
Data
GC
TBI-38.CDF
Data
GC
TBI-39.CDF
Data
GC
TBI-4.CDF
Data
GC
TBI-5.CDF
Data
GC
TBI-6.CDF
Data
GC
TBI-7.CDF
Data
GC
TBI-8.CDF
Data
GC
TBI-9.CDF
Data
GC
TBI-A1.CDF
Data
GC
TBI-A10.CDF
Data
GC
TBI-A11.CDF
Data
GC
TBI-A12.CDF
Data
GC
TBI-A13.CDF
Data
GC
TBI-A14.CDF
Data
GC
TBI-A15.CDF
Data
GC
TBI-A16.CDF
Data
GC
TBI-A18.CDF
Data
GC
TBI-A19.CDF
Data
GC
TBI-A2.CDF
Data
GC
TBI-A20.CDF
Data
GC
TBI-A21.CDF
Data
GC
TBI-A22.CDF
Data
GC
TBI-A23.CDF
Data
GC
TBI-A24.CDF
Data
GC
TBI-A25.CDF
Data
GC
TBI-A27.CDF
Data
GC
TBI-A28.CDF
Data
GC
TBI-A29.CDF
Data
GC
TBI-A3.CDF
Data
GC
TBI-A30.CDF
Data
GC
TBI-A31.CDF
Data
GC
TBI-A32.CDF
Data
GC
TBI-A33.CDF
Data
GC
TBI-A35.CDF
Data
GC
TBI-A36.CDF
Data
GC
TBI-A37.CDF
Data
GC
TBI-A38.CDF
Data
GC
TBI-A39.CDF
Data
GC
TBI-A4.CDF
Data
GC
TBI-A5.CDF
Data
GC
TBI-A6.CDF
Data
GC
TBI-A7.CDF
Data
GC
TBI-A8.CDF
Data
GC
TBI-A9.CDF
Data
LC
neg
2018072101.raw
Data
LC
neg
2018072102.raw
Data
LC
neg
2018072103.raw
Data
LC
neg
2018072104.raw
Data
LC
neg
2018072105.raw
Data
LC
neg
2018072106.raw
Data
LC
neg
2018072107.raw
Data
LC
neg
2018072108.raw
Data
LC
neg
2018072109.raw
Data
LC
neg
2018072110.raw
Data
LC
neg
2018072111.raw
Data
LC
neg
2018072112.raw
Data
LC
neg
2018072113.raw
Data
LC
neg
2018072114.raw
Data
LC
neg
2018072115.raw
Data
LC
neg
2018072116.raw
Data
LC
neg
2018072118.raw
Data
LC
neg
2018072119.raw
Data
LC
neg
2018072120.raw
Data
LC
neg
2018072121.raw
Data
LC
neg
2018072122.raw
Data
LC
neg
2018072123.raw
Data
LC
neg
2018072124.raw
Data
LC
neg
2018072125.raw
Data
LC
neg
2018072127.raw
Data
LC
neg
2018072128.raw
Data
LC
neg
2018072129.raw
Data
LC
neg
2018072130.raw
Data
LC
neg
2018072131.raw
Data
LC
neg
2018072132.raw
Data
LC
neg
2018072133.raw
Data
LC
neg
2018072135.raw
Data
LC
neg
2018072136.raw
Data
LC
neg
2018072137.raw
Data
LC
neg
2018072138.raw
Data
LC
neg
2018072139.raw
Data
LC
neg
20180721A01.raw
Data
LC
neg
20180721A02.raw
Data
LC
neg
20180721A03.raw
Data
LC
neg
20180721A04.raw
Data
LC
neg
20180721A05.raw
Data
LC
neg
20180721A06.raw
Data
LC
neg
20180721A07.raw
Data
LC
neg
20180721A08.raw
Data
LC
neg
20180721A09.raw
Data
LC
neg
20180721A10.raw
Data
LC
neg
20180721A11.raw
Data
LC
neg
20180721A12.raw
Data
LC
neg
20180721A13.raw
Data
LC
neg
20180721A14.raw
Data
LC
neg
20180721A15.raw
Data
LC
neg
20180721A16.raw
Data
LC
neg
20180721A18.raw
Data
LC
neg
20180721A19.raw
Data
LC
neg
20180721A20.raw
Data
LC
neg
20180721A21.raw
Data
LC
neg
20180721A22.raw
Data
LC
neg
20180721A23.raw
Data
LC
neg
20180721A24.raw
Data
LC
neg
20180721A25.raw
Data
LC
neg
20180721A27.raw
Data
LC
neg
20180721A28.raw
Data
LC
neg
20180721A29.raw
Data
LC
neg
20180721A30.raw
Data
LC
neg
20180721A31.raw
Data
LC
neg
20180721A32.raw
Data
LC
neg
20180721A33.raw
Data
LC
neg
20180721A35.raw
Data
LC
neg
20180721A36.raw
Data
LC
neg
20180721A37.raw
Data
LC
neg
20180721A38.raw
Data
LC
neg
20180721A39.raw
Data
LC
pos
2018071901.raw
Data
LC
pos
2018071902.raw
Data
LC
pos
2018071903.raw
Data
LC
pos
2018071904.raw
Data
LC
pos
2018071905.raw
Data
LC
pos
2018071906.raw
Data
LC
pos
2018071907.raw
Data
LC
pos
2018071908.raw
Data
LC
pos
2018071909.raw
Data
LC
pos
2018071910.raw
Data
LC
pos
2018071911.raw
Data
LC
pos
2018071912.raw
Data
LC
pos
2018071913.raw
Data
LC
pos
2018071914.raw
Data
LC
pos
2018071915.raw
Data
LC
pos
2018071916.raw
Data
LC
pos
2018071918.raw
Data
LC
pos
2018071919.raw
Data
LC
pos
2018071920.raw
Data
LC
pos
2018071921.raw
Data
LC
pos
2018071922.raw
Data
LC
pos
2018071923.raw
Data
LC
pos
2018071924.raw
Data
LC
pos
2018071925.raw
Data
LC
pos
2018071927.raw
Data
LC
pos
2018071928.raw
Data
LC
pos
2018071929.raw
Data
LC
pos
2018071930.raw
Data
LC
pos
2018071931.raw
Data
LC
pos
2018071932.raw
Data
LC
pos
2018071933.raw
Data
LC
pos
2018071935.raw
Data
LC
pos
2018071936.raw
Data
LC
pos
2018071937.raw
Data
LC
pos
2018071938.raw
Data
LC
pos
2018071939.raw
Data
LC
pos
20180720A01.raw
Data
LC
pos
20180720A02.raw
Data
LC
pos
20180720A03.raw
Data
LC
pos
20180720A04.raw
Data
LC
pos
20180720A05.raw
Data
LC
pos
20180720A06.raw
Data
LC
pos
20180720A07.raw
Data
LC
pos
20180720A08.raw
Data
LC
pos
20180720A09.raw
Data
LC
pos
20180720A10.raw
Data
LC
pos
20180720A11.raw
Data
LC
pos
20180720A12.raw
Data
LC
pos
20180720A13.raw
Data
LC
pos
20180720A14.raw
Data
LC
pos
20180720A15.raw
Data
LC
pos
20180720A16.raw
Data
LC
pos
20180720A18.raw
Data
LC
pos
20180720A19.raw
Data
LC
pos
20180720A20.raw
Data
LC
pos
20180720A21.raw
Data
LC
pos
20180720A22.raw
Data
LC
pos
20180720A23.raw
Data
LC
pos
20180720A24.raw
Data
LC
pos
20180720A25.raw
Data
LC
pos
20180720A27.raw
Data
LC
pos
20180720A28.raw
Data
LC
pos
20180720A29.raw
Data
LC
pos
20180720A30.raw
Data
LC
pos
20180720A31.raw
Data
LC
pos
20180720A32.raw
Data
LC
pos
20180720A33.raw
Data
LC
pos
20180720A35.raw
Data
LC
pos
20180720A36.raw
Data
LC
pos
20180720A37.raw
Data
LC
pos
20180720A38.raw
Data
LC
pos
20180720A39.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 216 rows!
Extracted information for 216 samples.
Processing  ST002178
Initiating REDU-table generation for AN003566
Rest length is 122
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003567
Rest length is 122
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
2020-08-17_Zang-43_Box2Redo-10_NEG.mzML
2020-08-17_Zang-43_Box2Redo-10_POS.mzML
2020-08-17_Zang-43_Box2Redo-11_NEG.mzML
2020-08-17_Zang-43_Box2Redo-11_POS.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▍      | 1098/3150 [1:02:29<4:30:12,  7.90s/it]
2020-08-17_Zang-43_Box2Redo-12_NEG.mzML
2020-08-17_Zang-43_Box2Redo-12_POS.mzML
2020-08-17_Zang-43_Box2Redo-13_NEG.mzML
2020-08-17_Zang-43_Box2Redo-13_POS.mzML
2020-08-17_Zang-43_Box2Redo-14_NEG.mzML
2020-08-17_Zang-43_Box2Redo-14_POS.mzML
2020-08-17_Zang-43_Box2Redo-15_NEG.mzML
2020-08-17_Zang-43_Box2Redo-15_POS.mzML
2020-08-17_Zang-43_Box2Redo-16_NEG.mzML
2020-08-17_Zang-43_Box2Redo-16_POS.mzML
2020-08-17_Zang-43_Box2Redo-17_NEG.mzML
2020-08-17_Zang-43_Box2Redo-17_POS.mzML
2020-08-17_Zang-43_Box2Redo-18_NEG.mzML
2020-08-17_Zang-43_Box2Redo-18_POS.mzML
2020-08-17_Zang-43_Box2Redo-19_NEG.mzML
2020-08-17_Zang-43_Box2Redo-19_POS.mzML
2020-08-17_Zang-43_Box2Redo-1_NEG.mzML
2020-08-17_Zang-43_Box2Redo-1_POS.mzML
2020-08-17_Zang-43_Box2Redo-20_NEG.mzML
2020-08-17_Zang-43_Box2Redo-20_POS.mzML
2020-08-17_Zang-43_Box2Redo-21_NEG.mzML
2020-08-17_Zang-43_Box2Redo-21_POS.mzML
2020-08-17_Zang-43_Box2Redo-22_NEG.mzML
2020-08-17_Zang-43_Box2Redo-22_POS.mzML
2020-08-17_Zang-43_Box2Redo-23_NEG.mzML
2020-08-17_Zang-43_Box2Redo-23_POS.mzML
2020-08-17_Zang-43_Box2Redo-24_NEG.mzML
2020-08-17_Zang-43_Box2Redo-24_POS.mzML
2020-08-17_Zang-43_Box2Redo-25_NEG.mzML
2020-08-17_Zang-43_Box2Redo-25_POS.mzML
2020-08-17_Zang-43_Box2Redo-26_NEG.mzML
2020-08-17_Zang-43_Box2Redo-26_POS.mzML
2020-08-17_Zang-43_Box2Redo-27_NEG.mzML
2020-08-17_Zang-43_Box2Redo-27_POS.mzML
2020-08-17_Zang-43_Box2Redo-28_NEG.mzML
2020-08-17_Zang-43_Box2Redo-28_POS.mzML
2020-08-17_Zang-43_Box2Redo-29_NEG.mzML
2020-08-17_Zang-43_Box2Redo-29_POS.mzML
2020-08-17_Zang-43_Box2Redo-2_NEG.mzML
2020-08-17_Zang-43_Box2Redo-2_POS.mzML
2020-08-17_Zang-43_Box2Redo-30_NEG.mzML
2020-08-17_Zang-43_Box2Redo-30_POS.mzML
2020-08-17_Zang-43_Box2Redo-31_NEG.mzML
2020-08-17_Zang-43_Box2Redo-31_POS.mzML
2020-08-17_Zang-43_Box2Redo-32_NEG.mzML
2020-08-17_Zang-43_Box2Redo-32_POS.mzML
2020-08-17_Zang-43_Box2Redo-33_NEG.mzML
2020-08-17_Zang-43_Box2Redo-33_POS.mzML
2020-08-17_Zang-43_Box2Redo-34_NEG.mzML
2020-08-17_Zang-43_Box2Redo-34_POS.mzML
2020-08-17_Zang-43_Box2Redo-35_NEG.mzML
2020-08-17_Zang-43_Box2Redo-35_POS.mzML
2020-08-17_Zang-43_Box2Redo-36_NEG.mzML
2020-08-17_Zang-43_Box2Redo-36_POS.mzML
2020-08-17_Zang-43_Box2Redo-37_NEG.mzML
2020-08-17_Zang-43_Box2Redo-37_POS.mzML
2020-08-17_Zang-43_Box2Redo-38_NEG.mzML
2020-08-17_Zang-43_Box2Redo-38_POS.mzML
2020-08-17_Zang-43_Box2Redo-39_NEG.mzML
2020-08-17_Zang-43_Box2Redo-39_POS.mzML
2020-08-17_Zang-43_Box2Redo-3_NEG.mzML
2020-08-17_Zang-43_Box2Redo-3_POS.mzML
2020-08-17_Zang-43_Box2Redo-40_NEG.mzML
2020-08-17_Zang-43_Box2Redo-40_POS.mzML
2020-08-17_Zang-43_Box2Redo-41_NEG.mzML
2020-08-17_Zang-43_Box2Redo-41_POS.mzML
2020-08-17_Zang-43_Box2Redo-42_NEG.mzML
2020-08-17_Zang-43_Box2Redo-42_POS.mzML
2020-08-17_Zang-43_Box2Redo-43_NEG.mzML
2020-08-17_Zang-43_Box2Redo-43_POS.mzML
2020-08-17_Zang-43_Box2Redo-4_NEG.mzML
2020-08-17_Zang-43_Box2Redo-4_POS.mzML
2020-08-17_Zang-43_Box2Redo-5_NEG.mzML
2020-08-17_Zang-43_Box2Redo-5_POS.mzML
2020-08-17_Zang-43_Box2Redo-6_NEG.mzML
2020-08-17_Zang-43_Box2Redo-6_POS.mzML
2020-08-17_Zang-43_Box2Redo-7_NEG.mzML
2020-08-17_Zang-43_Box2Redo-7_POS.mzML
2020-08-17_Zang-43_Box2Redo-8_NEG.mzML
2020-08-17_Zang-43_Box2Redo-8_POS.mzML
2020-08-17_Zang-43_Box2Redo-9_NEG.mzML
2020-08-17_Zang-43_Box2Redo-9_POS.mzML
2020-08-17_Zang-43_Box2Redo-Blank0_NEG.mzML
2020-08-17_Zang-43_Box2Redo-Blank0_POS.mzML
2020-08-17_Zang-43_Box2Redo-Blank_NEG (2).mzML
2020-08-17_Zang-43_Box2Redo-Blank_NEG (3).mzML
2020-08-17_Zang-43_Box2Redo-Blank_NEG (4).mzML
2020-08-17_Zang-43_Box2Redo-Blank_NEG (5).mzML
2020-08-17_Zang-43_Box2Redo-Blank_NEG (6).mzML
2020-08-17_Zang-43_Box2Redo-Blank_NEG.mzML
2020-08-17_Zang-43_Box2Redo-Blank_POS (2).mzML
2020-08-17_Zang-43_Box2Redo-Blank_POS (3).mzML
2020-08-17_Zang-43_Box2Redo-Blank_POS (4).mzML
2020-08-17_Zang-43_Box2Redo-Blank_POS (5).mzML
2020-08-17_Zang-43_Box2Redo-Blank_POS (6).mzML
2020-08-17_Zang-43_Box2Redo-Blank_POS.mzML
2020-08-17_Zang-43_Box2Redo-Dummy_NEG.mzML
2020-08-17_Zang-43_Box2Redo-Dummy_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#1_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#1_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#2_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#2_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#3_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#3_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#4_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#4_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#5_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(I)#5_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#1_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#1_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#2_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#2_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#3_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#3_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#4_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#4_POS.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#5_NEG.mzML
2020-08-17_Zang-43_Box2Redo-QC(S)#5_POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 122 rows!
Extracted information for 122 samples.
Processing  ST000783
No raw data detected. Ignoring ST000783
Processing  ST001118
Initiating REDU-table generation for AN001817
Rest length is 110
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/110 [00:00<?, ?it/s]

Mapping potential matches:  21%|██        | 23/110 [00:00<00:00, 226.49it/s]

Mapping potential matches:  43%|████▎     | 47/110 [00:00<00:00, 229.94it/s]

Mapping potential matches:  65%|██████▍   | 71/110 [00:00<00:00, 230.29it/s]

Mapping potential matches:  86%|████████▋ | 95/110 [00:00<00:00, 230.44it/s]
Mapping potential matches: 100%|██████████| 110/110 [00:00<00:00, 229.88it/s]

 35%|███▍      | 1100/3150 [1:02:30<2:42:09,  4.75s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000511
No raw data detected. Ignoring ST000511
Processing  ST002747
Initiating REDU-table generation for AN004454
Rest length is 52
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/52 [00:00<?, ?it/s]

Mapping potential matches:  37%|███▋      | 19/52 [00:00<00:00, 188.72it/s]

Mapping potential matches:  75%|███████▌  | 39/52 [00:00<00:00, 190.52it/s]
Mapping potential matches: 100%|██████████| 52/52 [00:00<00:00, 191.33it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004455
Rest length is 52
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/52 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 20/52 [00:00<00:00, 194.32it/s]

Mapping potential matches:  77%|███████▋  | 40/52 [00:00<00:00, 194.93it/s]
Mapping potential matches: 100%|██████████| 52/52 [00:00<00:00, 194.99it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004456
Rest length is 52
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/52 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 20/52 [00:00<00:00, 193.82it/s]

Mapping potential matches:  77%|███████▋  | 40/52 [00:00<00:00, 193.74it/s]
Mapping potential matches: 100%|██████████| 52/52 [00:00<00:00, 193.67it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004457
Rest length is 52
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/52 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 20/52 [00:00<00:00, 198.67it/s]

Mapping potential matches:  79%|███████▉  | 41/52 [00:00<00:00, 199.97it/s]
Mapping potential matches: 100%|██████████| 52/52 [00:00<00:00, 199.09it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▍      | 1102/3150 [1:05:22<20:12:05, 35.51s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
VIAH002_003_WorkbenchUpload\Lipids\Neg\Inf1_infected_NA_1__025.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\Inf2_infected_NA_2__021.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\Inf3_infected_NA_3__027.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\Inf4_infected_NA_4__023.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\Inf5_infected_NA_5__015.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\M1_uninfected_NA_1__017.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\M2_uninfected_NA_2__009.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\M3_uninfected_NA_3__011.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\M4_uninfected_NA_4__029.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\M5_uninfected_NA_5__013.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\VIAH002_BK_1_Neg_QE1_Lipids_007.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\VIAH002_BK_2_Neg_QE1_Lipids_019.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Neg\VIAH002_BK_3_Neg_QE1_Lipids_031.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\Inf1_infected_NA_1__024.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\Inf2_infected_NA_2__020.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\Inf3_infected_NA_3__026.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\Inf4_infected_NA_4__022.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\Inf5_infected_NA_5__014.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\M1_uninfected_NA_1__016.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\M2_uninfected_NA_2__008.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\M3_uninfected_NA_3__010.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\M4_uninfected_NA_4__028.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\M5_uninfected_NA_5__012.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\VIAH002_BK_1_Pos_QE1_Lipids_006.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\VIAH002_BK_2_Pos_QE1_Lipids_018.mzXML
VIAH002_003_WorkbenchUpload\Lipids\Pos\VIAH002_BK_3_Pos_QE1_Lipids_030.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf1_infected_NA_1__024.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf1_infected_NA_1__025.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf2_infected_NA_2__020.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf2_infected_NA_2__021.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf3_infected_NA_3__026.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf3_infected_NA_3__027.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf4_infected_NA_4__022.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf4_infected_NA_4__023.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf5_infected_NA_5__014.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\Inf5_infected_NA_5__015.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M1_uninfected_NA_1__016.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M1_uninfected_NA_1__017.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M2_uninfected_NA_2__008.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M2_uninfected_NA_2__009.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M3_uninfected_NA_3__010.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M3_uninfected_NA_3__011.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M4_uninfected_NA_4__028.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M4_uninfected_NA_4__029.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M5_uninfected_NA_5__012.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\M5_uninfected_NA_5__013.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_BK_1_Neg_QE2_HILIC_007.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_BK_1_Pos_QE2_HILIC_006.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_BK_2_Neg_QE2_HILIC_019.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_BK_2_Pos_QE2_HILIC_018.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_BK_3_Neg_QE2_HILIC_031.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_BK_3_Pos_QE2_HILIC_030.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_Inf1_QE2_HILIC_023.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_Inf2_QE2_HILIC_027.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_Inf3_QE2_HILIC_017.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_Inf4_QE2_HILIC_025.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_Inf5_QE2_HILIC_013.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_M1_QE2_HILIC_009.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_M2_QE2_HILIC_011.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_M3_QE2_HILIC_021.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_M4_QE2_HILIC_029.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Neg_M5_QE2_HILIC_015.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_Inf1_QE2_HILIC_022.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_Inf2_QE2_HILIC_026.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_Inf3_QE2_HILIC_016.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_Inf4_QE2_HILIC_024.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_Inf5_QE2_HILIC_012.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_M1_QE2_HILIC_008.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_M2_QE2_HILIC_010.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_M3_QE2_HILIC_020.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_M4_QE2_HILIC_028.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002H_Pos_M5_QE2_HILIC_014.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002_BK_1_Neg_QE1_Lipids_007.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002_BK_1_Pos_QE1_Lipids_006.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002_BK_2_Neg_QE1_Lipids_019.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002_BK_2_Pos_QE1_Lipids_018.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002_BK_3_Neg_QE1_Lipids_031.mzXML
VIAH002_003_WorkbenchUpload\Metabolites\VIAH002_BK_3_Pos_QE1_Lipids_030.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 60
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000943
No raw data detected. Ignoring ST000943
Processing  ST000084
Initiating REDU-table generation for AN000136
Rest length is 6
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 1820.58it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▌      | 1104/3150 [1:05:25<13:19:46, 23.45s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000084
MacrophageData
Processed Data
SBEP_Metab_Control1_A.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_Control1_B.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_Control2_A.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_Control2_B.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_Control3_A.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_Control3_B.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_LPSactivated1_A.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_LPSactivated1_B.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_LPSactivated2_A.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_LPSactivated2_B.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_LPSactivated3_A.CDF
ST000084
MacrophageData
Processed Data
SBEP_Metab_LPSactivated3_B.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST001109
No raw data detected. Ignoring ST001109
Processing  ST001683
Initiating REDU-table generation for AN002747
Rest length is 268
raw file key found.
Initiating REDU-table generation for AN002748
Rest length is 268
raw file key found.
Initiating REDU-table generation for AN002749
Rest length is 268
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
hilicpositive
s0022.mzml
hilicpositive
s0029.mzml
hilicpositive
s0034.mzml
hilicpositive
s0054.mzml
hilicpositive
s0070.mzml
hilicpositive
s0082.mzml
hilicpositive
s0092.mzml
hilicpositive
s0100.mzml
hilicpositive
s0161.mzml
hilicpositive
s0162.mzml
hilicpositive
s0163.mzml
hilicpositive
s0167.mzml
hilicpositive
s0168.mzml
hilicpositive
s0169.mzml
hilicpositive
s0170.mzml
hilicpositive
s0171.mzml
hilicpositive
s0172.mzml
hilicpositive
s0176.mzml
hilicpositive
s0177.mzml
hilicpositive
s0178.mzml
hilicpositive
s0185.mzml
hilicpositive
s0186.mzml
hilicpositive
s0187.mzml
hilicpositive
s0194.mzml
hilicpositive
s0195.mzml
hilicpositive
s0196.mzml
hilicpositive
s0200.mzml
hilicpositive
s0201.mzml
hilicpositive
s0202.mzml
hilicpositive
s0212.mzml
hilicpositive
s0213.mzml
hilicpositive
s0214.mzml
hilicpositive
s0218.mzml
hilicpositive
s0219.mzml
hilicpositive
s0220.mzml
hilicpositive
s0227.mzml
hilicpositive
s0231.mzml
hilicpositive
s0236.mzml
hilicpositive
s0245.mzml
hilicpositive
s0250.mzml
hilicpositive
s0254.mzml
hilicpositive
s0259.mzml
hilicpositive
s0272.mzml
hilicpositive
s0277.mzml
hilicpositive
s0281.mzml
hilicpositive
s0286.mzml
hilicpositive
s0290.mzml
hilicpositive
s0295.mzml
hilicpositive
s0304.mzml
hilicpositive
s0309.mzml
hilicpositive
s0314.mzml
hilicpositive
s0355.mzml
hilicpositive
s0356.mzml
hilicpositive
s0357.mzml
hilicpositive
s0358.mzml
hilicpositive
s0359.mzml
hilicpositive
s0360.mzml
hilicpositive
s0361.mzml
hilicpositive
s0362.mzml
hilicpositive
s0363.mzml
hilicpositive
s0364.mzml
hilicpositive
s0365.mzml
hilicpositive
s0366.mzml
hilicpositive
s0367.mzml
hilicpositive
s0368.mzml
hilicpositive
s0369.mzml
hilicpositive
s0370.mzml
hilicpositive
s0371.mzml
hilicpositive
s0372.mzml
hilicpositive
s0373.mzml
hilicpositive
s0374.mzml
hilicpositive
s1001.mzml
hilicpositive
s1002.mzml
hilicpositive
s1003.mzml
hilicpositive
s1004.mzml
hilicpositive
s1005.mzml
hilicpositive
s1006.mzml
hilicpositive
s1007.mzml
hilicpositive
s1008.mzml
hilicpositive
s1009.mzml
hilicpositive
s1010.mzml
hilicpositive
s1011.mzml
hilicpositive
s1012.mzml
hilicpositive
s1013.mzml
hilicpositive
s1014.mzml
hilicpositive
s1015.mzml
hilicpositive
s1016.mzml
hilicpositive
s1017.mzml
hilicpositive
s1018.mzml
hilicpositive
s1019.mzml
hilicpositive
s1020.mzml
hilicpositive
s1021.mzml
hilicpositive
s1022.mzml
hilicpositive
s1023.mzml
hilicpositive
s1024.mzml
hilicpositive
s1025.mzml
hilicpositive
s1026.mzml
hilicpositive
s1027.mzml
hilicpositive
s1028.mzml
hilicpositive
s1029.mzml
hilicpositive
s1030.mzml
hilicpositive
s1031.mzml
hilicpositive
s1032.mzml
hilicpositive
s1033.mzml
hilicpositive
s1034.mzml
hilicpositive
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s0357.mzml
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s0359.mzml
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s0363.mzml
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s0364.mzml
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s0367.mzml
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s0368.mzml
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s0369.mzml
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s0373.mzml
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s1003.mzml
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s1009.mzml
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s1012.mzml
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s1013.mzml
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s1014.mzml
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s1015.mzml
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reverse_phase_c18positive
s1017.mzml
reverse_phase_c18positive
s1018.mzml
reverse_phase_c18positive
s1019.mzml
reverse_phase_c18positive
s1020.mzml
reverse_phase_c18positive
s1021.mzml
reverse_phase_c18positive
s1022.mzml
reverse_phase_c18positive
s1023.mzml
reverse_phase_c18positive
s1024.mzml
reverse_phase_c18positive
s1025.mzml
reverse_phase_c18positive
s1028.mzml
reverse_phase_c18positive
s1029.mzml
reverse_phase_c18positive
s1032.mzml
reverse_phase_c18positive
s1033.mzml
reverse_phase_c18positive
s1034.mzml
reverse_phase_c18positive
s1035.mzml
reverse_phase_c18positive
s1036.mzml
reverse_phase_c18positive
s1037.mzml
reverse_phase_c18positive
s1038.mzml
reverse_phase_c18positive
s1039.mzml
reverse_phase_c18positive
s1040.mzml
reverse_phase_c18positive
s1041.mzml
reverse_phase_c18positive
s1042.mzml
reverse_phase_c18positive
s1043.mzml
reverse_phase_c18positive
s1044.mzml
reverse_phase_c18positive
s1045.mzml
reverse_phase_c18positive
s1048.mzml
reverse_phase_c18positive
s1049.mzml
reverse_phase_c18positive
s1052.mzml
reverse_phase_c18positive
s1053.mzml
reverse_phase_c18positive
s1054.mzml
reverse_phase_c18positive
s1055.mzml
reverse_phase_c18positive
s1056.mzml
reverse_phase_c18positive
s1057.mzml
reverse_phase_c18positive
s1058.mzml
reverse_phase_c18positive
s1059.mzml
reverse_phase_c18positive
s1060.mzml
reverse_phase_c18positive
s1061.mzml
reverse_phase_c18positive
s1062.mzml
reverse_phase_c18positive
s1063.mzml
reverse_phase_c18positive
s1064.mzml
reverse_phase_c18positive
s1065.mzml
reverse_phase_c18positive
s1067.mzml
reverse_phase_c18positive
s1068.mzml
reverse_phase_c18positive
s1069.mzml
reverse_phase_c18positive
s1072.mzml
reverse_phase_c18positive
s1073.mzml
reverse_phase_c18positive
s1074.mzml
reverse_phase_c18positive
s1075.mzml
reverse_phase_c18positive
s1076.mzml
reverse_phase_c18positive
s1077.mzml
reverse_phase_c18positive
s1078.mzml
reverse_phase_c18positive
s1079.mzml
reverse_phase_c18positive
s1080.mzml
reverse_phase_c18positive
s1081.mzml
reverse_phase_c18positive
s1082.mzml
reverse_phase_c18positive
s1083.mzml
reverse_phase_c18positive
s1086.mzml
reverse_phase_c18positive
s1087.mzml
reverse_phase_c18positive
s1088.mzml
reverse_phase_c18positive
s1090.mzml
reverse_phase_c18positive
s1091.mzml
reverse_phase_c18positive
s1094.mzml
reverse_phase_c18positive
s1095.mzml
reverse_phase_c18positive
s1096.mzml
reverse_phase_c18positive
s1097.mzml
reverse_phase_c18positive
s1098.mzml
reverse_phase_c18positive
s1099.mzml
reverse_phase_c18positive
s1100.mzml
reverse_phase_c18positive
s1101.mzml
reverse_phase_c18positive
s1104.mzml
reverse_phase_c18positive
s1105.mzml
reverse_phase_c18positive
s1106.mzml
reverse_phase_c18positive
s1107.mzml
reverse_phase_c18positive
s1108.mzml
reverse_phase_c18positive
s1109.mzml
reverse_phase_c18positive
s1110.mzml
reverse_phase_c18positive
s1111.mzml
reverse_phase_c18positive
s1112.mzml
reverse_phase_c18positive
s1113.mzml
reverse_phase_c18positive
s1116.mzml
reverse_phase_c18positive
s1117.mzml
reverse_phase_c18positive
s1118.mzml
reverse_phase_c18positive
s1120.mzml
reverse_phase_c18positive
s1121.mzml
reverse_phase_c18positive
s1122.mzml
reverse_phase_c18positive
s1124.mzml
reverse_phase_c18positive
s1125.mzml
reverse_phase_c18positive
s1126.mzml
reverse_phase_c18positive
s1127.mzml
reverse_phase_c18positive
s1128.mzml
reverse_phase_c18positive
s1129.mzml
reverse_phase_c18positive
s1130.mzml
reverse_phase_c18positive
s1131.mzml
reverse_phase_c18positive
s1132.mzml
reverse_phase_c18positive
s1133.mzml
reverse_phase_c18positive
s1136.mzml
reverse_phase_c18positive
s1137.mzml
reverse_phase_c18positive
s1140.mzml
reverse_phase_c18positive
s1141.mzml
reverse_phase_c18positive
s1144.mzml
reverse_phase_c18positive
s1145.mzml
reverse_phase_c18positive
s1146.mzml
reverse_phase_c18positive
s1147.mzml
reverse_phase_c18positive
s1148.mzml
reverse_phase_c18positive
s1149.mzml
reverse_phase_c18positive
s1150.mzml
reverse_phase_c18positive
s1151.mzml
reverse_phase_c18positive
s1152.mzml
reverse_phase_c18positive
s1153.mzml
reverse_phase_c18positive
s1156.mzml
reverse_phase_c18positive
s1157.mzml
reverse_phase_c18positive
s1159.mzml
reverse_phase_c18positive
s1160.mzml
reverse_phase_c18positive/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▌      | 1106/3150 [1:05:37<9:59:57, 17.61s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▌      | 1107/3150 [1:05:42<8:36:45, 15.18s/it]
s1161.mzml
reverse_phase_c18positive
s1164.mzml
reverse_phase_c18positive
s1165.mzml
reverse_phase_c18positive
s1166.mzml
reverse_phase_c18positive
s1167.mzml
reverse_phase_c18positive
s1168.mzml
reverse_phase_c18positive
s1169.mzml
reverse_phase_c18positive
s1170.mzml
reverse_phase_c18positive
s1171.mzml
reverse_phase_c18positive
s1172.mzml
reverse_phase_c18positive
s1173.mzml
reverse_phase_c18positive
s1176.mzml
reverse_phase_c18positive
s1177.mzml
reverse_phase_c18positive
s1182.mzml
reverse_phase_c18positive
s1183.mzml
reverse_phase_c18positive
s1184.mzml
reverse_phase_c18positive
s1185.mzml
reverse_phase_c18positive
s1186.mzml
reverse_phase_c18positive
s1187.mzml
reverse_phase_c18positive
s1188.mzml
reverse_phase_c18positive
s1189.mzml
reverse_phase_c18positive
s1190.mzml
reverse_phase_c18positive
s1191.mzml
reverse_phase_c18positive
s1192.mzml
reverse_phase_c18positive
s1193.mzml
reverse_phase_c18positive
s1194.mzml
reverse_phase_c18positive
s1195.mzml
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 735 rows!
Extracted information for 735 samples.
Processing  ST001370
Initiating REDU-table generation for AN002286
Rest length is 338
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002287
Rest length is 338
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Blanks
KAS5274-blank.raw
Blanks
KAS5286-blank.raw
Blanks
KAS5304-blank.raw
Blanks
KAS5307-blank.raw
Blanks
KAS5312-blank.raw
Blanks
KAS5313-blank.raw
Blanks
KAS5320-blank.raw
Blanks
KAS5321-blank.raw
Blanks
KAS5322-blank.raw
Blanks
KAS5324-blank.raw
Blanks
KAS5325-blank.raw
Blanks
KAS5337-blank.raw
Blanks
KAS5368-blank.raw
Blanks
KAS5369-blank.raw
Blanks
KAS5372-blank.raw
Blanks
KAS5373-blank.raw
Blanks
KAS5377-blank.raw
Blanks
KAS5378-blank.raw
Blanks
KAS5379-blank.raw
Blanks
KAS5380-blank.raw
Blanks
KAS5382-blank.raw
Blanks
KAS5384-blank.raw
Blanks
KAS5385-blank.raw
Blanks
KAS5398-blank.raw
Blanks
KAS5400-blank.raw
Blanks
KAS5401-blank.raw
Blanks
KAS5446-blank.raw
Blanks
KAS5447-blank.raw
Blanks
KAS5449-blank.raw
Blanks
KAS5451-blank.raw
Blanks
KAS5452-blank.raw
Blanks
KAS5453-blank.raw
Blanks
KAS5454-blank.raw
Blanks
KAS5456-blank.raw
Blanks
KAS5457-blank.raw
Blanks
KAS5458-blank.raw
Blanks
KAS5461-blank.raw
Blanks
KAS5464-blank.raw
Blanks
KAS5466-blank.raw
Blanks
KAS5470-blank.raw
Blanks
KAS5471-blank.raw
Blanks
KAS5473-blank.raw
Blanks
KAS5474-blank.raw
Blanks
KAS5475-blank.raw
Blanks
KAS5476-blank.raw
Blanks
KAS5478-blank.raw
Blanks
KAS5482-blank.raw
Blanks
KAS5483-blank.raw
Blanks
KAS5484-blank.raw
Blanks
KAS5486-blank.raw
Blanks
KAS5487-blank.raw
Blanks
KAS5489-blank.raw
Blanks
KAS5490-blank.raw
Blanks
KAS5491-blank.raw
Blanks
KAS5492-blank.raw
Blanks
KAS5494-blank.raw
Blanks
KAS5495-blank.raw
Blanks
KAS5497-blank.raw
Blanks
KAS5498-blank.raw
Blanks
KAS5499-blank.raw
Blanks
KAS5500-blank.raw
Blanks
KAS5502-blank.raw
Blanks
KAS5505-blank.raw
Blanks
KAS5506-blank.raw
Blanks
KAS5507-blank.raw
Blanks
KAS5508-blank.raw
Blanks
KAS5509-blank.raw
Blanks
KAS5510-blank.raw
Blanks
KAS5512-blank.raw
Blanks
KAS5513-blank.raw
Blanks
KAS5517-blank.raw
Blanks
KAS5518-blank.raw
Blanks
KAS5520-blank.raw
Blanks
KAS5521-blank.raw
Blanks
MBBC37c-blank.raw
Blanks
RJS14a-blank.raw
Blanks
RJS1c-blank.raw
Blanks
TOM2-blank.raw
Blanks
TOMSTEM3b-blank.raw
Blanks
TOMSTEM3d-blank.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 80 rows!
Extracted information for 80 samples.
Processing  ST002044
Initiating REDU-table generation for AN003325
Rest length is 286
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003326
Rest length is 286
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003327
Rest length is 286
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003328
Rest length is 286
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HILIC
ESINEG
D100_NEG.mzML
HILIC
ESINEG
D101_NEG.mzML
HILIC
ESINEG
D102_NEG.mzML
HILIC
ESINEG
D103_NEG.mzML
HILIC
ESINEG
D104_NEG.mzML
HILIC
ESINEG
D105_NEG.mzML
HILIC
ESINEG
D106_NEG.mzML
HILIC
ESINEG
D107_NEG.mzML
HILIC
ESINEG
D108_NEG.mzML
HILIC
ESINEG
D109_NEG.mzML
HILIC
ESINEG
D10_NEG.mzML
HILIC
ESINEG
D110_NEG.mzML
HILIC
ESINEG
D111_NEG.mzML
HILIC
ESINEG
D112_NEG.mzML
HILIC
ESINEG
D113_NEG.mzML
HILIC
ESINEG
D114_NEG.mzML
HILIC
ESINEG
D115_NEG.mzML
HILIC
ESINEG
D117_NEG.mzML
HILIC
ESINEG
D118_NEG.mzML
HILIC
ESINEG
D119_NEG.mzML
HILIC
ESINEG
D11_NEG.mzML
HILIC
ESINEG
D120_NEG.mzML
HILIC
ESINEG
D121_NEG.mzML
HILIC
ESINEG
D122_NEG.mzML
HILIC
ESINEG
D123_NEG.mzML
HILIC
ESINEG
D124_NEG.mzML
HILIC
ESINEG
D125_NEG.mzML
HILIC
ESINEG
D126_NEG.mzML
HILIC
ESINEG
D127_NEG.mzML
HILIC
ESINEG
D128_NEG.mzML
HILIC
ESINEG
D129_NEG.mzML
HILIC
ESINEG
D12_NEG.mzML
HILIC
ESINEG
D130_NEG.mzML
HILIC
ESINEG
D131_NEG.mzML
HILIC
ESINEG
D132_NEG.mzML
HILIC
ESINEG
D133_NEG.mzML
HILIC
ESINEG
D134_NEG.mzML
HILIC
ESINEG
D135_NEG.mzML
HILIC
ESINEG
D136_NEG.mzML
HILIC
ESINEG
D137_NEG.mzML
HILIC
ESINEG
D138_NEG.mzML
HILIC
ESINEG
D139_NEG.mzML
HILIC
ESINEG
D13_NEG.mzML
HILIC
ESINEG
D140_NEG.mzML
HILIC
ESINEG
D141_NEG.mzML
HILIC
ESINEG
D142_NEG.mzML
HILIC
ESINEG
D143_NEG.mzML
HILIC
ESINEG
D144_NEG.mzML
HILIC
ESINEG
D145_NEG.mzML
HILIC
ESINEG
D146_NEG.mzML
HILIC
ESINEG
D147_NEG.mzML
HILIC
ESINEG
D148_NEG.mzML
HILIC
ESINEG
D149_NEG.mzML
HILIC
ESINEG
D14_NEG.mzML
HILIC
ESINEG
D150_NEG.mzML
HILIC
ESINEG
D151_NEG.mzML
HILIC
ESINEG
D152_NEG.mzML
HILIC
ESINEG
D153_NEG.mzML
HILIC
ESINEG
D154_NEG.mzML
HILIC
ESINEG
D155_NEG.mzML
HILIC
ESINEG
D156_NEG.mzML
HILIC
ESINEG
D157_NEG.mzML
HILIC
ESINEG
D158_NEG.mzML
HILIC
ESINEG
D159_NEG.mzML
HILIC
ESINEG
D15_NEG.mzML
HILIC
ESINEG
D160_NEG.mzML
HILIC
ESINEG
D161_NEG.mzML
HILIC
ESINEG
D162_NEG.mzML
HILIC
ESINEG
D163_NEG.mzML
HILIC
ESINEG
D164_NEG.mzML
HILIC
ESINEG
D165_NEG.mzML
HILIC
ESINEG
D166_NEG.mzML
HILIC
ESINEG
D167_NEG.mzML
HILIC
ESINEG
D168_NEG.mzML
HILIC
ESINEG
D169_NEG.mzML
HILIC
ESINEG
D16_NEG.mzML
HILIC
ESINEG
D170_NEG.mzML
HILIC
ESINEG
D171_NEG.mzML
HILIC
ESINEG
D172_NEG.mzML
HILIC
ESINEG
D173_NEG.mzML
HILIC
ESINEG
D174_NEG.mzML
HILIC
ESINEG
D175_NEG.mzML
HILIC
ESINEG
D176_NEG.mzML
HILIC
ESINEG
D177_NEG.mzML
HILIC
ESINEG
D178_NEG.mzML
HILIC
ESINEG
D179_NEG.mzML
HILIC
ESINEG
D17_NEG.mzML
HILIC
ESINEG
D180_NEG.mzML
HILIC
ESINEG
D181_NEG.mzML
HILIC
ESINEG
D182_NEG.mzML
HILIC
ESINEG
D183_NEG.mzML
HILIC
ESINEG
D184_NEG.mzML
HILIC
ESINEG
D186_NEG.mzML
HILIC
ESINEG
D187_NEG.mzML
HILIC
ESINEG
D188_NEG.mzML
HILIC
ESINEG
D189_NEG.mzML
HILIC
ESINEG
D18_NEG.mzML
HILIC
ESINEG
D190_NEG.mzML
HILIC
ESINEG
D191_NEG.mzML
HILIC
ESINEG
D192_NEG.mzML
HILIC
ESINEG
D193_NEG.mzML
HILIC
ESINEG
D194_NEG.mzML
HILIC
ESINEG
D195_NEG.mzML
HILIC
ESINEG
D196_NEG.mzML
HILIC
ESINEG
D197_NEG.mzML
HILIC
ESINEG
D198_NEG.mzML
HILIC
ESINEG
D19_NEG.mzML
HILIC
ESINEG
D20_NEG.mzML
HILIC
ESINEG
D21_NEG.mzML
HILIC
ESINEG
D22_NEG.mzML
HILIC
ESINEG
D23_NEG.mzML
HILIC
ESINEG
D24_NEG.mzML
HILIC
ESINEG
D25_NEG.mzML
HILIC
ESINEG
D26_NEG.mzML
HILIC
ESINEG
D27_NEG.mzML
HILIC
ESINEG
D28_NEG.mzML
HILIC
ESINEG
D29_NEG.mzML
HILIC
ESINEG
D30_NEG.mzML
HILIC
ESINEG
D31_NEG.mzML
HILIC
ESINEG
D32_NEG.mzML
HILIC
ESINEG
D33_NEG.mzML
HILIC
ESINEG
D34_NEG.mzML
HILIC
ESINEG
D35_NEG.mzML
HILIC
ESINEG
D36_NEG.mzML
HILIC
ESINEG
D37_NEG.mzML
HILIC
ESINEG
D38_NEG.mzML
HILIC
ESINEG
D39_NEG.mzML
HILIC
ESINEG
D3_NEG.mzML
HILIC
ESINEG
D40_NEG.mzML
HILIC
ESINEG
D41_NEG.mzML
HILIC
ESINEG
D42_NEG.mzML
HILIC
ESINEG
D43_NEG.mzML
HILIC
ESINEG
D44_NEG.mzML
HILIC
ESINEG
D45_NEG.mzML
HILIC
ESINEG
D48_NEG.mzML
HILIC
ESINEG
D49_NEG.mzML
HILIC
ESINEG
D4_NEG.mzML
HILIC
ESINEG
D50_NEG.mzML
HILIC
ESINEG
D51_NEG.mzML
HILIC
ESINEG
D52_NEG.mzML
HILIC
ESINEG
D53_NEG.mzML
HILIC
ESINEG
D54_NEG.mzML
HILIC
ESINEG
D55_NEG.mzML
HILIC
ESINEG
D56_NEG.mzML
HILIC
ESINEG
D57_NEG.mzML
HILIC
ESINEG
D58_NEG.mzML
HILIC
ESINEG
D59_NEG.mzML
HILIC
ESINEG
D5_NEG.mzML
HILIC
ESINEG
D61_NEG.mzML
HILIC
ESINEG
D62_NEG.mzML
HILIC
ESINEG
D6_NEG.mzML
HILIC
ESINEG
D77_NEG.mzML
HILIC
ESINEG
D78_NEG.mzML
HILIC
ESINEG
D79_NEG.mzML
HILIC
ESINEG
D7_NEG.mzML
HILIC
ESINEG
D80_NEG.mzML
HILIC
ESINEG
D81_NEG.mzML
HILIC
ESINEG
D82_NEG.mzML
HILIC
ESINEG
D83_NEG.mzML
HILIC
ESINEG
D84_NEG.mzML
HILIC
ESINEG
D85_NEG.mzML
HILIC
ESINEG
D86_NEG.mzML
HILIC
ESINEG
D87_NEG.mzML
HILIC
ESINEG
D88_NEG.mzML
HILIC
ESINEG
D89_NEG.mzML
HILIC
ESINEG
D8_NEG.mzML
HILIC
ESINEG
D90_NEG.mzML
HILIC
ESINEG
D91_NEG.mzML
HILIC
ESINEG
D92_NEG.mzML
HILIC
ESINEG
D93_NEG.mzML
HILIC
ESINEG
D94_NEG.mzML
HILIC
ESINEG
D95_NEG.mzML
HILIC
ESINEG
D96_NEG.mzML
HILIC
ESINEG
D97_NEG.mzML
HILIC
ESINEG
D98_NEG.mzML
HILIC
ESINEG
D99_NEG.mzML
HILIC
ESINEG
D9_NEG.mzML
HILIC
ESINEG
NHF100_NEG.mzML
HILIC
ESINEG
NHF101_NEG.mzML
HILIC
ESINEG
NHF102_NEG.mzML
HILIC
ESINEG
NHF103_NEG.mzML
HILIC
ESINEG
NHF104_NEG.mzML
HILIC
ESINEG
NHF105_NEG.mzML
HILIC
ESINEG
NHF106_NEG.mzML
HILIC
ESINEG
NHF107_NEG.mzML
HILIC
ESINEG
NHF109_NEG.mzML
HILIC
ESINEG
NHF10_NEG.mzML
HILIC
ESINEG
NHF11_NEG.mzML
HILIC
ESINEG
NHF12_NEG.mzML
HILIC
ESINEG
NHF13_NEG.mzML
HILIC
ESINEG
NHF14_NEG.mzML
HILIC
ESINEG
NHF15_NEG.mzML
HILIC
ESINEG
NHF16_NEG.mzML
HILIC
ESINEG
NHF17_NEG.mzML
HILIC
ESINEG
NHF18_NEG.mzML
HILIC
ESINEG
NHF19_NEG.mzML
HILIC
ESINEG
NHF1_NEG.mzML
HILIC
ESINEG
NHF20_NEG.mzML
HILIC
ESINEG
NHF21_NEG.mzML
HILIC
ESINEG
NHF22_NEG.mzML
HILIC
ESINEG
NHF23_NEG.mzML
HILIC
ESINEG
NHF24_NEG.mzML
HILIC
ESINEG
NHF25_NEG.mzML
HILIC
ESINEG
NHF26_NEG.mzML
HILIC
ESINEG
NHF27_NEG.mzML
HILIC
ESINEG
NHF28_NEG.mzML
HILIC
ESINEG
NHF29_NEG.mzML
HILIC
ESINEG
NHF2_NEG.mzML
HILIC
ESINEG
NHF30_NEG.mzML
HILIC
ESINEG
NHF31_NEG.mzML
HILIC
ESINEG
NHF32_NEG.mzML
HILIC
ESINEG
NHF33_NEG.mzML
HILIC
ESINEG
NHF34_NEG.mzML
HILIC
ESINEG
NHF35_NEG.mzML
HILIC
ESINEG
NHF36_NEG.mzML
HILIC
ESINEG
NHF37_NEG.mzML
HILIC
ESINEG
NHF38_NEG.mzML
HILIC
ESINEG
NHF39_NEG.mzML
HILIC
ESINEG
NHF3_NEG.mzML
HILIC
ESINEG
NHF40_NEG.mzML
HILIC
ESINEG
NHF41_NEG.mzML
HILIC
ESINEG
NHF42_NEG.mzML
HILIC
ESINEG
NHF43_NEG.mzML
HILIC
ESINEG
NHF44_NEG.mzML
HILIC
ESINEG
NHF45_NEG.mzML
HILIC
ESINEG
NHF46_NEG.mzML
HILIC
ESINEG
NHF47_NEG.mzML
HILIC
ESINEG
NHF48_NEG.mzML
HILIC
ESINEG
NHF49_NEG.mzML
HILIC
ESINEG
NHF4_NEG.mzML
HILIC
ESINEG
NHF50_NEG.mzML
HILIC
ESINEG
NHF51_NEG.mzML
HILIC
ESINEG
NHF52_NEG.mzML
HILIC
ESINEG
NHF53_NEG.mzML
HILIC
ESINEG
NHF54_NEG.mzML
HILIC
ESINEG
NHF55_NEG.mzML
HILIC
ESINEG
NHF56_NEG.mzML
HILIC
ESINEG
NHF57_NEG.mzML
HILIC
ESINEG
NHF58_NEG.mzML
HILIC
ESINEG
NHF59_NEG.mzML
HILIC
ESINEG
NHF5_NEG.mzML
HILIC
ESINEG
NHF60_NEG.mzML
HILIC
ESINEG
NHF61_NEG.mzML
HILIC
ESINEG
NHF62_NEG.mzML
HILIC
ESINEG
NHF63_NEG.mzML
HILIC
ESINEG
NHF64_NEG.mzML
HILIC
ESINEG
NHF65_NEG.mzML
HILIC
ESINEG
NHF66_NEG.mzML
HILIC
ESINEG
NHF67_NEG.mzML
HILIC
ESINEG
NHF68_NEG.mzML
HILIC
ESINEG
NHF69_NEG.mzML
HILIC
ESINEG
NHF6_NEG.mzML
HILIC
ESINEG
NHF70_NEG.mzML
HILIC
ESINEG
NHF71_NEG.mzML
HILIC
ESINEG
NHF72_NEG.mzML
HILIC
ESINEG
NHF73_NEG.mzML
HILIC
ESINEG
NHF74_NEG.mzML
HILIC
ESINEG
NHF75_NEG.mzML
HILIC
ESINEG
NHF76_NEG.mzML
HILIC
ESINEG
NHF77_NEG.mzML
HILIC
ESINEG
NHF78_NEG.mzML
HILIC
ESINEG
NHF79_NEG.mzML
HILIC
ESINEG
NHF7_NEG.mzML
HILIC
ESINEG
NHF83_NEG.mzML
HILIC
ESINEG
NHF84_NEG.mzML
HILIC
ESINEG
NHF85_NEG.mzML
HILIC
ESINEG
NHF86_NEG.mzML
HILIC
ESINEG
NHF87_NEG.mzML
HILIC
ESINEG
NHF88_NEG.mzML
HILIC
ESINEG
NHF89_NEG.mzML
HILIC
ESINEG
NHF8_NEG.mzML
HILIC
ESINEG
NHF90_NEG.mzML
HILIC
ESINEG
NHF91_NEG.mzML
HILIC
ESINEG
NHF92_NEG.mzML
HILIC
ESINEG
NHF93_NEG.mzML
HILIC
ESINEG
NHF94_NEG.mzML
HILIC
ESINEG
NHF95_NEG.mzML
HILIC
ESINEG
NHF96_NEG.mzML
HILIC
ESINEG
NHF97_NEG.mzML
HILIC
ESINEG
NHF98_NEG.mzML
HILIC
ESINEG
NHF99_NEG.mzML
HILIC
ESINEG
NHF9_NEG.mzML
HILIC
ESINEG
NHF_80NEG.mzML
HILIC
ESINEG
NHF_81NEG.mzML
HILIC
ESINEG
NHF_82NEG.mzML
HILIC
ESIPOS
D100_POS.mzML
HILIC
ESIPOS
D101_POS.mzML
HILIC
ESIPOS
D102_POS.mzML
HILIC
ESIPOS
D103_POS.mzML
HILIC
ESIPOS
D104_POS.mzML
HILIC
ESIPOS
D105_POS.mzML
HILIC
ESIPOS
D106_POS.mzML
HILIC
ESIPOS
D107_POS.mzML
HILIC
ESIPOS
D108_POS.mzML
HILIC
ESIPOS
D109_POS.mzML
HILIC
ESIPOS
D10_POS.mzML
HILIC
ESIPOS
D110_POS.mzML
HILIC
ESIPOS
D111_POS.mzML
HILIC
ESIPOS
D112_POS.mzML
HILIC
ESIPOS
D113_POS.mzML
HILIC
ESIPOS
D114_POS.mzML
HILIC
ESIPOS
D115_POS.mzML
HILIC
ESIPOS
D117_POS.mzML
HILIC
ESIPOS
D118_POS.mzML
HILIC
ESIPOS
D119_POS.mzML
HILIC
ESIPOS
D11_POS.mzML
HILIC
ESIPOS
D120_POS.mzML
HILIC
ESIPOS
D121_POS.mzML
HILIC
ESIPOS
D122_POS.mzML
HILIC
ESIPOS
D123_POS.mzML
HILIC
ESIPOS
D124_POS.mzML
HILIC
ESIPOS
D125_POS.mzML
HILIC
ESIPOS
D126_POS.mzML
HILIC
ESIPOS
D127_POS.mzML
HILIC
ESIPOS
D128_POS.mzML
HILIC
ESIPOS
D129_POS.mzML
HILIC
ESIPOS
D12_POS.mzML
HILIC
ESIPOS
D130_POS.mzML
HILIC
ESIPOS
D131_POS.mzML
HILIC
ESIPOS
D132_POS.mzML
HILIC
ESIPOS
D133_POS.mzML
HILIC
ESIPOS
D134_POS.mzML
HILIC
ESIPOS
D135_POS.mzML
HILIC
ESIPOS
D136_POS.mzML
HILIC
ESIPOS
D137_POS.mzML
HILIC
ESIPOS
D138_POS.mzML
HILIC
ESIPOS
D139_POS.mzML
HILIC
ESIPOS
D13_POS.mzML
HILIC
ESIPOS
D140_POS.mzML
HILIC
ESIPOS
D141_POS.mzML
HILIC
ESIPOS
D142_POS.mzML
HILIC
ESIPOS
D143_POS.mzML
HILIC
ESIPOS
D144_POS.mzML
HILIC
ESIPOS
D145_POS.mzML
HILIC
ESIPOS
D146_POS.mzML
HILIC
ESIPOS
D147_POS.mzML
HILIC
ESIPOS
D148_POS.mzML
HILIC
ESIPOS
D149_POS.mzML
HILIC
ESIPOS
D14_POS.mzML
HILIC
ESIPOS
D150_POS.mzML
HILIC
ESIPOS
D151_POS.mzML
HILIC
ESIPOS
D152_POS.mzML
HILIC
ESIPOS
D153_POS.mzML
HILIC
ESIPOS
D154_POS.mzML
HILIC
ESIPOS
D155_POS.mzML
HILIC
ESIPOS
D156_POS.mzML
HILIC
ESIPOS
D157_POS.mzML
HILIC
ESIPOS
D158_POS.mzML
HILIC
ESIPOS
D159_POS.mzML
HILIC
ESIPOS
D15_POS.mzML
HILIC
ESIPOS
D160_POS.mzML
HILIC
ESIPOS
D161_POS.mzML
HILIC
ESIPOS
D162_POS.mzML
HILIC
ESIPOS
D163_POS.mzML
HILIC
ESIPOS
D164_POS.mzML
HILIC
ESIPOS
D165_POS.mzML
HILIC
ESIPOS
D166_POS.mzML
HILIC
ESIPOS
D167_POS.mzML
HILIC
ESIPOS
D168_POS.mzML
HILIC
ESIPOS
D169_POS.mzML
HILIC
ESIPOS
D16_POS.mzML
HILIC
ESIPOS
D170_POS.mzML
HILIC
ESIPOS
D171_POS.mzML
HILIC
ESIPOS
D172_POS.mzML
HILIC
ESIPOS
D173_POS.mzML
HILIC
ESIPOS
D174_POS.mzML
HILIC
ESIPOS
D175_POS.mzML
HILIC
ESIPOS
D176_POS.mzML
HILIC
ESIPOS
D177_POS.mzML
HILIC
ESIPOS
D178_POS.mzML
HILIC
ESIPOS
D179_POS.mzML
HILIC
ESIPOS
D17_POS.mzML
HILIC
ESIPOS
D180_POS.mzML
HILIC
ESIPOS
D181_POS.mzML
HILIC
ESIPOS
D182_POS.mzML
HILIC
ESIPOS
D183_POS.mzML
HILIC
ESIPOS
D184_POS.mzML
HILIC
ESIPOS
D186_POS.mzML
HILIC
ESIPOS
D187_POS.mzML
HILIC
ESIPOS
D188_POS.mzML
HILIC
ESIPOS
D189_POS.mzML
HILIC
ESIPOS
D18_POS.mzML
HILIC
ESIPOS
D190_POS.mzML
HILIC
ESIPOS
D191_POS.mzML
HILIC
ESIPOS
D192_POS.mzML
HILIC
ESIPOS
D193_POS.mzML
HILIC
ESIPOS
D194_POS.mzML
HILIC
ESIPOS
D195_POS.mzML
HILIC
ESIPOS
D196_POS.mzML
HILIC
ESIPOS
D197_POS.mzML
HILIC
ESIPOS
D198_POS.mzML
HILIC
ESIPOS
D19_POS.mzML
HILIC
ESIPOS
D20_POS.mzML
HILIC
ESIPOS
D21_POS.mzML
HILIC
ESIPOS
D22_POS.mzML
HILIC
ESIPOS
D23_POS.mzML
HILIC
ESIPOS
D24_POS.mzML
HILIC
ESIPOS
D25_POS.mzML
HILIC
ESIPOS
D26_POS.mzML
HILIC
ESIPOS
D27_POS.mzML
HILIC
ESIPOS
D28_POS.mzML
HILIC
ESIPOS
D29_POS.mzML
HILIC
ESIPOS
D30_POS.mzML
HILIC
ESIPOS
D31_POS.mzML
HILIC
ESIPOS
D32_POS.mzML
HILIC
ESIPOS
D33_POS.mzML
HILIC
ESIPOS
D34_POS.mzML
HILIC
ESIPOS
D35_POS.mzML
HILIC
ESIPOS
D36_POS.mzML
HILIC
ESIPOS
D37_POS.mzML
HILIC
ESIPOS
D38_POS.mzML
HILIC
ESIPOS
D39_POS.mzML
HILIC
ESIPOS
D3_POS.mzML
HILIC
ESIPOS
D40_POS.mzML
HILIC
ESIPOS
D41_POS.mzML
HILIC
ESIPOS
D42_POS.mzML
HILIC
ESIPOS
D43_POS.mzML
HILIC
ESIPOS
D44_POS.mzML
HILIC
ESIPOS
D45_POS.mzML
HILIC
ESIPOS
D48_POS.mzML
HILIC
ESIPOS
D49_POS.mzML
HILIC
ESIPOS
D4_POS.mzML
HILIC
ESIPOS
D50_POS.mzML
HILIC
ESIPOS
D51_POS.mzML
HILIC
ESIPOS
D52_POS.mzML
HILIC
ESIPOS
D53_POS.mzML
HILIC
ESIPOS
D54_POS.mzML
HILIC
ESIPOS
D55_POS.mzML
HILIC
ESIPOS
D56_POS.mzML
HILIC
ESIPOS
D57_POS.mzML
HILIC
ESIPOS
D58_POS.mzML
HILIC
ESIPOS
D59_POS.mzML
HILIC
ESIPOS
D5_POS.mzML
HILIC
ESIPOS
D61_POS.mzML
HILIC
ESIPOS
D62_POS.mzML
HILIC
ESIPOS
D6_POS.mzML
HILIC
ESIPOS
D77_POS.mzML
HILIC
ESIPOS
D78_POS.mzML
HILIC
ESIPOS
D79_POS.mzML
HILIC
ESIPOS
D7_POS.mzML
HILIC
ESIPOS
D80_POS.mzML
HILIC
ESIPOS
D81_POS.mzML
HILIC
ESIPOS
D82_POS.mzML
HILIC
ESIPOS
D83_POS.mzML
HILIC
ESIPOS
D84_POS.mzML
HILIC
ESIPOS
D85_POS.mzML
HILIC
ESIPOS
D86_POS.mzML
HILIC
ESIPOS
D87_POS.mzML
HILIC
ESIPOS
D88_POS.mzML
HILIC
ESIPOS
D89_POS.mzML
HILIC
ESIPOS
D8_POS.mzML
HILIC
ESIPOS
D90_POS.mzML
HILIC
ESIPOS
D91_POS.mzML
HILIC
ESIPOS
D92_POS.mzML
HILIC
ESIPOS
D93_POS.mzML
HILIC
ESIPOS
D94_POS.mzML
HILIC
ESIPOS
D95_POS.mzML
HILIC
ESIPOS
D96_POS.mzML
HILIC
ESIPOS
D97_POS.mzML
HILIC
ESIPOS
D98_POS.mzML
HILIC
ESIPOS
D99_POS.mzML
HILIC
ESIPOS
D9_POS.mzML
HILIC
ESIPOS
NHF100_POS.mzML
HILIC
ESIPOS
NHF101_POS.mzML
HILIC
ESIPOS
NHF102_POS.mzML
HILIC
ESIPOS
NHF103_POS.mzML
HILIC
ESIPOS
NHF104_POS.mzML
HILIC
ESIPOS
NHF105_POS.mzML
HILIC
ESIPOS
NHF106_POS.mzML
HILIC
ESIPOS
NHF107_POS.mzML
HILIC
ESIPOS
NHF109_POS.mzML
HILIC
ESIPOS
NHF10_POS.mzML
HILIC
ESIPOS
NHF11_POS.mzML
HILIC
ESIPOS
NHF12_POS.mzML
HILIC
ESIPOS
NHF13_POS.mzML
HILIC
ESIPOS
NHF14_POS.mzML
HILIC
ESIPOS
NHF15_POS.mzML
HILIC
ESIPOS
NHF16_POS.mzML
HILIC
ESIPOS
NHF17_POS.mzML
HILIC
ESIPOS
NHF18_POS.mzML
HILIC
ESIPOS
NHF19_POS.mzML
HILIC
ESIPOS
NHF1_POS.mzML
HILIC
ESIPOS
NHF20_POS.mzML
HILIC
ESIPOS
NHF21_POS.mzML
HILIC
ESIPOS
NHF22_POS.mzML
HILIC
ESIPOS
NHF23_POS.mzML
HILIC
ESIPOS
NHF24_POS.mzML
HILIC
ESIPOS
NHF25_POS.mzML
HILIC
ESIPOS
NHF26_POS.mzML
HILIC
ESIPOS
NHF27_POS.mzML
HILIC
ESIPOS
NHF28_POS.mzML
HILIC
ESIPOS
NHF29_POS.mzML
HILIC
ESIPOS
NHF2_POS.mzML
HILIC
ESIPOS
NHF30_POS.mzML
HILIC
ESIPOS
NHF31_POS.mzML
HILIC
ESIPOS
NHF32_POS.mzML
HILIC
ESIPOS
NHF33_POS.mzML
HILIC
ESIPOS
NHF34_POS.mzML
HILIC
ESIPOS
NHF35_POS.mzML
HILIC
ESIPOS
NHF36_POS.mzML
HILIC
ESIPOS
NHF37_POS.mzML
HILIC
ESIPOS
NHF38_POS.mzML
HILIC
ESIPOS
NHF39_POS.mzML
HILIC
ESIPOS
NHF3_POS.mzML
HILIC
ESIPOS
NHF40_POS.mzML
HILIC
ESIPOS
NHF41_POS.mzML
HILIC
ESIPOS
NHF42_POS.mzML
HILIC
ESIPOS
NHF43_POS.mzML
HILIC
ESIPOS
NHF44_POS.mzML
HILIC
ESIPOS
NHF45_POS.mzML
HILIC
ESIPOS
NHF46_POS.mzML
HILIC
ESIPOS
NHF47_POS.mzML
HILIC
ESIPOS
NHF48_POS.mzML
HILIC
ESIPOS
NHF49_POS.mzML
HILIC
ESIPOS
NHF4_POS.mzML
HILIC
ESIPOS
NHF50__POS.mzML
HILIC
ESIPOS
NHF51__POS.mzML
HILIC
ESIPOS
NHF52_POS.mzML
HILIC
ESIPOS
NHF53_POS.mzML
HILIC
ESIPOS
NHF54_POS.mzML
HILIC
ESIPOS
NHF55_POS.mzML
HILIC
ESIPOS
NHF56_POS.mzML
HILIC
ESIPOS
NHF57_POS.mzML
HILIC
ESIPOS
NHF58_POS.mzML
HILIC
ESIPOS
NHF59_POS.mzML
HILIC
ESIPOS
NHF5_POS.mzML
HILIC
ESIPOS
NHF60_POS.mzML
HILIC
ESIPOS
NHF61_POS.mzML
HILIC
ESIPOS
NHF62_POS.mzML
HILIC
ESIPOS
NHF63_POS.mzML
HILIC
ESIPOS
NHF64_POS.mzML
HILIC
ESIPOS
NHF65_POS.mzML
HILIC
ESIPOS
NHF66_POS.mzML
HILIC
ESIPOS
NHF67_POS.mzML
HILIC
ESIPOS
NHF68_POS.mzML
HILIC
ESIPOS
NHF69_POS.mzML
HILIC
ESIPOS
NHF6_POS.mzML
HILIC
ESIPOS
NHF70_POS.mzML
HILIC
ESIPOS
NHF71_POS.mzML
HILIC
ESIPOS
NHF72_POS.mzML
HILIC
ESIPOS
NHF73_POS.mzML
HILIC
ESIPOS
NHF74_POS.mzML
HILIC
ESIPOS
NHF75_POS.mzML
HILIC
ESIPOS
NHF76_POS.mzML
HILIC
ESIPOS
NHF77_POS.mzML
HILIC
ESIPOS
NHF78_POS.mzML
HILIC
ESIPOS
NHF79_POS.mzML
HILIC
ESIPOS
NHF7_POS.mzML
HILIC
ESIPOS
NHF80_POS.mzML
HILIC
ESIPOS
NHF81_POS.mzML
HILIC
ESIPOS
NHF82_POS.mzML
HILIC
ESIPOS
NHF83_POS.mzML
HILIC
ESIPOS
NHF84_POS.mzML
HILIC
ESIPOS
NHF85_POS.mzML
HILIC
ESIPOS
NHF86_POS.mzML
HILIC
ESIPOS
NHF87_POS.mzML
HILIC
ESIPOS
NHF88_POS.mzML
HILIC
ESIPOS
NHF89_POS.mzML
HILIC
ESIPOS
NHF8_POS.mzML
HILIC
ESIPOS
NHF90_POS.mzML
HILIC
ESIPOS
NHF91_POS.mzML
HILIC
ESIPOS
NHF92_POS.mzML
HILIC
ESIPOS
NHF93_POS.mzML
HILIC
ESIPOS
NHF94_POS.mzML
HILIC
ESIPOS
NHF95_POS.mzML
HILIC
ESIPOS
NHF96_POS.mzML
HILIC
ESIPOS
NHF97_POS.mzML
HILIC
ESIPOS
NHF98_POS.mzML
HILIC
ESIPOS
NHF99_POS.mzML
HILIC
ESIPOS
NHF9_POS.mzML
RP
ESINEG
D_100NEG.mzML
RP
ESINEG
D_101NEG.mzML
RP
ESINEG
D_102NEG.mzML
RP
ESINEG
D_103NEG.mzML
RP
ESINEG
D_104NEG.mzML
RP
ESINEG
D_105NEG.mzML
RP
ESINEG
D_106NEG.mzML
RP
ESINEG
D_107NEG.mzML
RP
ESINEG
D_108NEG.mzML
RP
ESINEG
D_109NEG.mzML
RP
ESINEG
D_10NEG.mzML
RP
ESINEG
D_110NEG.mzML
RP
ESINEG
D_111NEG.mzML
RP
ESINEG
D_112NEG.mzML
RP
ESINEG
D_113NEG.mzML
RP
ESINEG
D_114NEG.mzML
RP
ESINEG
D_115NEG.mzML
RP
ESINEG
D_117NEG.mzML
RP
ESINEG
D_118NEG.mzML
RP
ESINEG
D_119NEG.mzML
RP
ESINEG
D_11NEG.mzML
RP
ESINEG
D_120NEG.mzML
RP
ESINEG
D_121NEG.mzML
RP
ESINEG
D_122NEG.mzML
RP
ESINEG
D_123NEG.mzML
RP
ESINEG
D_124NEG.mzML
RP
ESINEG
D_125NEG.mzML
RP
ESINEG
D_126NEG.mzML
RP
ESINEG
D_127NEG.mzML
RP
ESINEG
D_128NEG.mzML
RP
ESINEG
D_129NEG.mzML
RP
ESINEG
D_12NEG.mzML
RP
ESINEG
D_130NEG.mzML
RP
ESINEG
D_131NEG.mzML
RP
ESINEG
D_132NEG.mzML
RP
ESINEG
D_133NEG.mzML
RP
ESINEG
D_134NEG.mzML
RP
ESINEG
D_135NEG.mzML
RP
ESINEG
D_136NEG.mzML
RP
ESINEG
D_137NEG.mzML
RP
ESINEG
D_138NEG.mzML
RP
ESINEG
D_139NEG.mzML
RP
ESINEG
D_13NEG.mzML
RP
ESINEG
D_140NEG.mzML
RP
ESINEG
D_141NEG.mzML
RP
ESINEG
D_142NEG.mzML
RP
ESINEG
D_143NEG.mzML
RP
ESINEG
D_144NEG.mzML
RP
ESINEG
D_145NEG.mzML
RP
ESINEG
D_146NEG.mzML
RP
ESINEG
D_147NEG.mzML
RP
ESINEG
D_148NEG.mzML
RP
ESINEG
D_149NEG.mzML
RP
ESINEG
D_14NEG.mzML
RP
ESINEG
D_150NEG.mzML
RP
ESINEG
D_151NEG.mzML
RP
ESINEG
D_152NEG.mzML
RP
ESINEG
D_153NEG.mzML
RP
ESINEG
D_155NEG.mzML
RP
ESINEG
D_156NEG.mzML
RP
ESINEG
D_157NEG.mzML
RP
ESINEG
D_158NEG.mzML
RP
ESINEG
D_159NEG.mzML
RP
ESINEG
D_15NEG.mzML
RP
ESINEG
D_160NEG.mzML
RP
ESINEG
D_161NEG.mzML
RP
ESINEG
D_162NEG.mzML
RP
ESINEG
D_163NEG.mzML
RP
ESINEG
D_164NEG.mzML
RP
ESINEG
D_165NEG.mzML
RP
ESINEG
D_166NEG.mzML
RP
ESINEG
D_167NEG.mzML
RP
ESINEG
D_168NEG.mzML
RP
ESINEG
D_169NEG.mzML
RP
ESINEG
D_16NEG.mzML
RP
ESINEG
D_170NEG.mzML
RP
ESINEG
D_171NEG.mzML
RP
ESINEG
D_172NEG.mzML
RP
ESINEG
D_173NEG.mzML
RP
ESINEG
D_174NEG.mzML
RP
ESINEG
D_175NEG.mzML
RP
ESINEG
D_176NEG.mzML
RP
ESINEG
D_177NEG.mzML
RP
ESINEG
D_178NEG.mzML
RP
ESINEG
D_179NEG.mzML
RP
ESINEG
D_17NEG.mzML
RP
ESINEG
D_180NEG.mzML
RP
ESINEG
D_181NEG.mzML
RP
ESINEG
D_182NEG.mzML
RP
ESINEG
D_183NEG.mzML
RP
ESINEG
D_184NEG.mzML
RP
ESINEG
D_185NEG.mzML
RP
ESINEG
D_186NEG.mzML
RP
ESINEG
D_187NEG.mzML
RP
ESINEG
D_188NEG.mzML
RP
ESINEG
D_189NEG.mzML
RP
ESINEG
D_18NEG.mzML
RP
ESINEG
D_190NEG.mzML
RP
ESINEG
D_191NEG.mzML
RP
ESINEG
D_192NEG.mzML
RP
ESINEG
D_193NEG.mzML
RP
ESINEG
D_194NEG.mzML
RP
ESINEG
D_195NEG.mzML
RP
ESINEG
D_196NEG.mzML
RP
ESINEG
D_197NEG.mzML
RP
ESINEG
D_198NEG.mzML
RP
ESINEG
D_19NEG.mzML
RP
ESINEG
D_20NEG.mzML
RP
ESINEG
D_21NEG.mzML
RP
ESINEG
D_22NEG.mzML
RP
ESINEG
D_23NEG.mzML
RP
ESINEG
D_24NEG.mzML
RP
ESINEG
D_25NEG.mzML
RP
ESINEG
D_26NEG.mzML
RP
ESINEG
D_27NEG.mzML
RP
ESINEG
D_28NEG.mzML
RP
ESINEG
D_29NEG.mzML
RP
ESINEG
D_30NEG.mzML
RP
ESINEG
D_31NEG.mzML
RP
ESINEG
D_32NEG.mzML
RP
ESINEG
D_33NEG.mzML
RP
ESINEG
D_34NEG.mzML
RP
ESINEG
D_35NEG.mzML
RP
ESINEG
D_36NEG.mzML
RP
ESINEG
D_37NEG.mzML
RP
ESINEG
D_38NEG.mzML
RP
ESINEG
D_39NEG.mzML
RP
ESINEG
D_3NEG.mzML
RP
ESINEG
D_40NEG.mzML
RP
ESINEG
D_41NEG.mzML
RP
ESINEG
D_42NEG.mzML
RP
ESINEG
D_43NEG.mzML
RP
ESINEG
D_44NEG.mzML
RP
ESINEG
D_45NEG.mzML
RP
ESINEG
D_48NEG.mzML
RP
ESINEG
D_49NEG.mzML
RP
ESINEG
D_4NEG.mzML
RP
ESINEG
D_50NEG.mzML
RP
ESINEG
D_51NEG.mzML
RP
ESINEG
D_52NEG.mzML
RP
ESINEG
D_53NEG.mzML
RP
ESINEG
D_54NEG.mzML
RP
ESINEG
D_55NEG.mzML
RP
ESINEG
D_56NEG.mzML
RP
ESINEG
D_57NEG.mzML
RP
ESINEG
D_58NEG.mzML
RP
ESINEG
D_59NEG.mzML
RP
ESINEG
D_5NEG.mzML
RP
ESINEG
D_61NEG.mzML
RP
ESINEG
D_62NEG.mzML
RP
ESINEG
D_6NEG.mzML
RP
ESINEG
D_77NEG.mzML
RP
ESINEG
D_78NEG.mzML
RP
ESINEG
D_79NEG.mzML
RP
ESINEG
D_7NEG.mzML
RP
ESINEG
D_80NEG.mzML
RP
ESINEG
D_81NEG.mzML
RP
ESINEG
D_82NEG.mzML
RP
ESINEG
D_83NEG.mzML
RP
ESINEG
D_84NEG.mzML
RP
ESINEG
D_85NEG.mzML
RP
ESINEG
D_86NEG.mzML
RP
ESINEG
D_87NEG.mzML
RP
ESINEG
D_88NEG.mzML
RP
ESINEG
D_89NEG.mzML
RP
ESINEG
D_8NEG.mzML
RP
ESINEG
D_90NEG.mzML
RP
ESINEG
D_91NEG.mzML
RP
ESINEG
D_92NEG.mzML
RP
ESINEG
D_93NEG.mzML
RP
ESINEG
D_94NEG.mzML
RP
ESINEG
D_95NEG.mzML
RP
ESINEG
D_96NEG.mzML
RP
ESINEG
D_97NEG.mzML
RP
ESINEG
D_98NEG.mzML
RP
ESINEG
D_99NEG.mzML
RP
ESINEG
D_9NEG.mzML
RP
ESINEG
NHF-99NEG.mzML
RP
ESINEG
NHF_100NEG.mzML
RP
ESINEG
NHF_101NEG.mzML
RP
ESINEG
NHF_102NEG.mzML
RP
ESINEG
NHF_103NEG.mzML
RP
ESINEG
NHF_104NEG.mzML
RP
ESINEG
NHF_105NEG.mzML
RP
ESINEG
NHF_106NEG.mzML
RP
ESINEG
NHF_107NEG.mzML
RP
ESINEG
NHF_109NEG.mzML
RP
ESINEG
NHF_10NEG.mzML
RP
ESINEG
NHF_11NEG.mzML
RP
ESINEG
NHF_12NEG.mzML
RP
ESINEG
NHF_13NEG.mzML
RP
ESINEG
NHF_14NEG.mzML
RP
ESINEG
NHF_15NEG.mzML
RP
ESINEG
NHF_16NEG.mzML
RP
ESINEG
NHF_17NEG.mzML
RP
ESINEG
NHF_18NEG.mzML
RP
ESINEG
NHF_19NEG.mzML
RP
ESINEG
NHF_1NEG.mzML
RP
ESINEG
NHF_20NEG.mzML
RP
ESINEG
NHF_21NEG.mzML
RP
ESINEG
NHF_22NEG.mzML
RP
ESINEG
NHF_23NEG.mzML
RP
ESINEG
NHF_24NEG.mzML
RP
ESINEG
NHF_25NEG.mzML
RP
ESINEG
NHF_26NEG.mzML
RP
ESINEG
NHF_27NEG.mzML
RP
ESINEG
NHF_28NEG.mzML
RP
ESINEG
NHF_29NEG.mzML
RP
ESINEG
NHF_2NEG.mzML
RP
ESINEG
NHF_30NEG.mzML
RP
ESINEG
NHF_31NEG.mzML
RP
ESINEG
NHF_32NEG.mzML
RP
ESINEG
NHF_33NEG.mzML
RP
ESINEG
NHF_34NEG.mzML
RP
ESINEG
NHF_35NEG.mzML
RP
ESINEG
NHF_36NEG.mzML
RP
ESINEG
NHF_37NEG.mzML
RP
ESINEG
NHF_38NEG.mzML
RP
ESINEG
NHF_39NEG.mzML
RP
ESINEG
NHF_3NEG.mzML
RP
ESINEG
NHF_40NEG.mzML
RP
ESINEG
NHF_41NEG.mzML
RP
ESINEG
NHF_42NEG.mzML
RP
ESINEG
NHF_43NEG.mzML
RP
ESINEG
NHF_44NEG.mzML
RP
ESINEG
NHF_45NEG.mzML
RP
ESINEG
NHF_46NEG.mzML
RP
ESINEG
NHF_47NEG.mzML
RP
ESINEG
NHF_48NEG.mzML
RP
ESINEG
NHF_49NEG.mzML
RP
ESINEG
NHF_4NEG.mzML
RP
ESINEG
NHF_50NEG.mzML
RP
ESINEG
NHF_51NEG.mzML
RP
ESINEG
NHF_52NEG.mzML
RP
ESINEG
NHF_53NEG.mzML
RP
ESINEG
NHF_54NEG.mzML
RP
ESINEG
NHF_55NEG.mzML
RP
ESINEG
NHF_56NEG.mzML
RP
ESINEG
NHF_57NEG.mzML
RP
ESINEG
NHF_58NEG.mzML
RP
ESINEG
NHF_59NEG.mzML
RP
ESINEG
NHF_5NEG.mzML
RP
ESINEG
NHF_60NEG.mzML
RP
ESINEG
NHF_61NEG.mzML
RP
ESINEG
NHF_62NEG.mzML
RP
ESINEG
NHF_63NEG.mzML
RP
ESINEG
NHF_64NEG.mzML
RP
ESINEG
NHF_65NEG.mzML
RP
ESINEG
NHF_66NEG.mzML
RP
ESINEG
NHF_67NEG.mzML
RP
ESINEG
NHF_68NEG.mzML
RP
ESINEG
NHF_69NEG.mzML
RP
ESINEG
NHF_6NEG.mzML
RP
ESINEG
NHF_70NEG.mzML
RP
ESINEG
NHF_71NEG.mzML
RP
ESINEG
NHF_72NEG.mzML
RP
ESINEG
NHF_73NEG.mzML
RP
ESINEG
NHF_74NEG.mzML
RP
ESINEG
NHF_75NEG.mzML
RP
ESINEG
NHF_76NEG.mzML
RP
ESINEG
NHF_77NEG.mzML
RP
ESINEG
NHF_78NEG.mzML
RP
ESINEG
NHF_79NEG.mzML
RP
ESINEG
NHF_7NEG.mzML
RP
ESINEG
NHF_80NEG.mzML
RP
ESINEG
NHF_81NEG.mzML
RP
ESINEG
NHF_82NEG.mzML
RP
ESINEG
NHF_83NEG.mzML
RP
ESINEG
NHF_84NEG.mzML
RP
ESINEG
NHF_85NEG.mzML
RP
ESINEG
NHF_86NEG.mzML
RP
ESINEG
NHF_87NEG.mzML
RP
ESINEG
NHF_88NEG.mzML
RP
ESINEG
NHF_89NEG.mzML
RP
ESINEG
NHF_8NEG.mzML
RP
ESINEG
NHF_90NEG.mzML
RP
ESINEG
NHF_91NEG.mzML
RP
ESINEG
NHF_92NEG.mzML
RP
ESINEG
NHF_93NEG.mzML
RP
ESINEG
NHF_94NEG.mzML
RP
ESINEG
NHF_95NEG.mzML
RP
ESINEG
NHF_96NEG.mzML
RP
ESINEG
NHF_97NEG.mzML
RP
ESINEG
NHF_98NEG.mzML
RP
ESINEG
NHF_9NEG.mzML
RP
ESIPOS
D_10.mzML
RP
ESIPOS
D_100.mzML
RP
ESIPOS
D_101.mzML
RP
ESIPOS
D_102.mzML
RP
ESIPOS
D_103.mzML
RP
ESIPOS
D_104.mzML
RP
ESIPOS
D_105.mzML
RP
ESIPOS
D_106.mzML
RP
ESIPOS
D_107.mzML
RP
ESIPOS
D_108.mzML
RP
ESIPOS
D_109.mzML
RP
ESIPOS
D_11.mzML
RP
ESIPOS
D_110.mzML
RP
ESIPOS
D_111.mzML
RP
ESIPOS
D_112.mzML
RP
ESIPOS
D_113.mzML
RP
ESIPOS
D_114.mzML
RP
ESIPOS
D_115.mzML
RP
ESIPOS
D_117.mzML
RP
ESIPOS
D_118.mzML
RP
ESIPOS
D_119.mzML
RP
ESIPOS
D_12.mzML
RP
ESIPOS
D_120.mzML
RP
ESIPOS
D_121.mzML
RP
ESIPOS
D_122.mzML
RP
ESIPOS
D_123.mzML
RP
ESIPOS
D_124.mzML
RP
ESIPOS
D_125.mzML
RP
ESIPOS
D_126.mzML
RP
ESIPOS
D_127.mzML
RP
ESIPOS
D_128.mzML
RP
ESIPOS
D_129.mzML
RP
ESIPOS
D_13.mzML
RP
ESIPOS
D_130.mzML
RP
ESIPOS
D_131.mzML
RP
ESIPOS
D_132.mzML
RP
ESIPOS
D_133.mzML
RP
ESIPOS
D_134.mzML
RP
ESIPOS
D_135.mzML
RP
ESIPOS
D_136.mzML
RP
ESIPOS
D_137.mzML
RP
ESIPOS
D_138.mzML
RP
ESIPOS
D_139.mzML
RP
ESIPOS
D_14.mzML
RP
ESIPOS
D_140.mzML
RP
ESIPOS
D_141.mzML
RP
ESIPOS
D_142.mzML
RP
ESIPOS
D_143.mzML
RP
ESIPOS
D_144.mzML
RP
ESIPOS
D_145.mzML
RP
ESIPOS
D_146.mzML
RP
ESIPOS
D_147.mzML
RP
ESIPOS
D_148.mzML
RP
ESIPOS
D_149.mzML
RP
ESIPOS
D_15.mzML
RP
ESIPOS
D_150.mzML
RP
ESIPOS
D_151.mzML
RP
ESIPOS
D_152.mzML
RP
ESIPOS
D_153.mzML
RP
ESIPOS
D_155.mzML
RP
ESIPOS
D_156.mzML
RP
ESIPOS
D_157.mzML
RP
ESIPOS
D_158.mzML
RP
ESIPOS
D_159.mzML
RP
ESIPOS
D_16.mzML
RP
ESIPOS
D_160.mzML
RP
ESIPOS
D_161.mzML
RP
ESIPOS
D_162.mzML
RP
ESIPOS
D_163.mzML
RP
ESIPOS
D_164.mzML
RP
ESIPOS
D_165.mzML
RP
ESIPOS
D_166.mzML
RP
ESIPOS
D_167.mzML
RP
ESIPOS
D_168.mzML
RP
ESIPOS
D_169.mzML
RP
ESIPOS
D_17.mzML
RP
ESIPOS
D_170.mzML
RP
ESIPOS
D_171.mzML
RP
ESIPOS
D_172.mzML
RP
ESIPOS
D_173.mzML
RP
ESIPOS
D_174.mzML
RP
ESIPOS
D_175.mzML
RP
ESIPOS
D_176.mzML
RP
ESIPOS
D_177.mzML
RP
ESIPOS
D_178.mzML
RP
ESIPOS
D_179.mzML
RP
ESIPOS
D_18.mzML
RP
ESIPOS
D_180.mzML
RP
ESIPOS
D_181.mzML
RP
ESIPOS
D_182.mzML
RP
ESIPOS
D_183.mzML
RP
ESIPOS
D_184.mzML
RP
ESIPOS
D_185.mzML
RP
ESIPOS
D_186.mzML
RP
ESIPOS
D_187.mzML
RP
ESIPOS
D_188.mzML
RP
ESIPOS
D_189.mzML
RP
ESIPOS
D_19.mzML
RP
ESIPOS
D_190.mzML
RP
ESIPOS
D_191.mzML
RP
ESIPOS
D_192.mzML
RP
ESIPOS
D_193.mzML
RP
ESIPOS
D_194.mzML
RP
ESIPOS
D_195.mzML
RP
ESIPOS
D_196.mzML
RP
ESIPOS
D_197.mzML
RP
ESIPOS
D_198.mzML
RP
ESIPOS
D_20.mzML
RP
ESIPOS
D_21.mzML
RP
ESIPOS
D_22.mzML
RP
ESIPOS
D_23.mzML
RP
ESIPOS
D_24.mzML
RP
ESIPOS
D_25.mzML
RP
ESIPOS
D_26.mzML
RP
ESIPOS
D_27.mzML
RP
ESIPOS
D_28.mzML
RP
ESIPOS
D_29.mzML
RP
ESIPOS
D_3.mzML
RP
ESIPOS
D_30.mzML
RP
ESIPOS
D_31.mzML
RP
ESIPOS
D_32.mzML
RP
ESIPOS
D_33.mzML
RP
ESIPOS
D_34.mzML
RP
ESIPOS
D_35.mzML
RP
ESIPOS
D_36.mzML
RP
ESIPOS
D_37.mzML
RP
ESIPOS
D_38.mzML
RP
ESIPOS
D_39.mzML
RP
ESIPOS
D_4.mzML
RP
ESIPOS
D_40.mzML
RP
ESIPOS
D_41.mzML
RP
ESIPOS
D_42.mzML
RP
ESIPOS
D_43.mzML
RP
ESIPOS
D_44.mzML
RP
ESIPOS
D_45.mzML
RP
ESIPOS
D_48.mzML
RP
ESIPOS
D_49.mzML
RP
ESIPOS
D_5.mzML
RP
ESIPOS
D_50.mzML
RP
ESIPOS
D_51.mzML
RP
ESIPOS
D_52.mzML
RP
ESIPOS
D_53.mzML
RP
ESIPOS
D_54.mzML
RP
ESIPOS
D_55.mzML
RP
ESIPOS
D_56.mzML
RP
ESIPOS
D_57.mzML
RP
ESIPOS
D_58.mzML
RP
ESIPOS
D_59.mzML
RP
ESIPOS
D_6.mzML
RP
ESIPOS
D_61.mzML
RP
ESIPOS
D_62.mzML
RP
ESIPOS
D_7.mzML
RP
ESIPOS
D_77.mzML
RP
ESIPOS
D_78.mzML
RP
ESIPOS
D_79.mzML
RP
ESIPOS
D_8.mzML
RP
ESIPOS
D_80.mzML
RP
ESIPOS
D_81.mzML
RP
ESIPOS
D_82.mzML
RP
ESIPOS
D_83.mzML
RP
ESIPOS
D_84.mzML
RP
ESIPOS
D_85.mzML
RP
ESIPOS
D_86.mzML
RP
ESIPOS
D_87.mzML
RP
ESIPOS
D_88.mzML
RP
ESIPOS
D_89.mzML
RP
ESIPOS
D_9.mzML
RP
ESIPOS
D_90.mzML
RP
ESIPOS
D_91.mzML
RP
ESIPOS
D_92.mzML
RP
ESIPOS
D_93.mzML
RP
ESIPOS
D_94.mzML
RP
ESIPOS
D_95.mzML
RP
ESIPOS
D_96.mzML
RP
ESIPOS
D_97.mzML
RP
ESIPOS
D_98.mzML
RP
ESIPOS
D_99.mzML
RP
ESIPOS
NHF-99.mzML
RP
ESIPOS
NHF_1.mzML
RP
ESIPOS
NHF_10.mzML
RP
ESIPOS
NHF_100.mzML
RP
ESIPOS
NHF_101.mzML
RP
ESIPOS
NHF_102.mzML
RP
ESIPOS
NHF_103.mzML
RP
ESIPOS
NHF_104.mzML
RP
ESIPOS
NHF_105.mzML
RP
ESIPOS
NHF_106.mzML
RP
ESIPOS
NHF_107.mzML
RP
ESIPOS
NHF_109.mzML
RP
ESIPOS
NHF_11.mzML
RP
ESIPOS
NHF_12.mzML
RP
ESIPOS
NHF_13.mzML
RP
ESIPOS
NHF_14.mzML
RP
ESIPOS
NHF_15.mzML
RP
ESIPOS
NHF_16.mzML
RP
ESIPOS
NHF_17.mzML
RP
ESIPOS
NHF_18.mzML
RP
ESIPOS
NHF_19.mzML
RP
ESIPOS
NHF_2.mzML
RP
ESIPOS
NHF_20.mzML
RP
ESIPOS
NHF_21.mzML
RP
ESIPOS
NHF_22.mzML
RP
ESIPOS
NHF_23.mzML
RP
ESIPOS
NHF_24.mzML
RP
ESIPOS
NHF_25.mzML
RP
ESIPOS
NHF_26.mzML
RP
ESIPOS
NHF_27.mzML
RP
ESIPOS
NHF_28.mzML
RP
ESIPOS
NHF_29.mzML
RP
ESIPOS
NHF_3.mzML
RP
ESIPOS
NHF_30.mzML
RP
ESIPOS
NHF_31.mzML
RP
ESIPOS
NHF_32.mzML
RP
ESIPOS
NHF_33.mzML
RP
ESIPOS
NHF_34.mzML
RP
ESIPOS
NHF_35.mzML
RP
ESIPOS
NHF_36.mzML
RP
ESIPOS
NHF_37.mzML
RP
ESIPOS
NHF_38.mzML
RP
ESIPOS
NHF_39.mzML
RP
ESIPOS
NHF_4.mzML
RP
ESIPOS
NHF_40.mzML
RP
ESIPOS
NHF_41.mzML
RP
ESIPOS
NHF_42.mzML
RP
ESIPOS
NHF_43.mzML
RP
ESIPOS
NHF_44.mzML
RP
ESIPOS
NHF_45.mzML
RP
ESIPOS
NHF_46.mzML
RP
ESIPOS
NHF_47.mzML
RP
ESIPOS
NHF_48.mzML
RP
ESIPOS
NHF_49.mzML
RP
ESIPOS
NHF_5.mzML
RP
ESIPOS
NHF_50.mzML
RP
ESIPOS
NHF_51.mzML
RP
ESIPOS
NHF_52.mzML
RP
ESIPOS
NHF_53.mzML
RP
ESIPOS
NHF_54.mzML
RP
ESIPOS
NHF_55.mzML
RP
ESIPOS
NHF_56.mzML
RP
ESIPOS
NHF_57.mzML
RP
ESIPOS
NHF_58.mzML
RP
ESIPOS
NHF_59.mzML
RP
ESIPOS
NHF_6.mzML
RP
ESIPOS
NHF_60.mzML
RP
ESIPOS
NHF_61.mzML
RP
ESIPOS
NHF_62.mzML
RP
ESIPOS
NHF_63.mzML
RP
ESIPOS
NHF_64.mzML
RP
ESIPOS
NHF_65.mzML
RP
ESIPOS
NHF_66.mzML
RP
ESIPOS
NHF_67.mzML
RP
ESIPOS
NHF_68.mzML
RP
ESIPOS
NHF_69.mzML
RP
ESIPOS
NHF_7.mzML
RP
ESIPOS
NHF_70.mzML
RP
ESIPOS
NHF_71.mzML
RP
ESIPOS
NHF_72.mzML
RP
ESIPOS
NHF_73.mzML
RP
ESIPOS
NHF_74.mzML
RP
ESIPOS
NHF_75.mzML
RP
ESIPOS
NHF_76.mzML
RP
ESIPOS
NHF_77.mzML
RP
ESIPOS
NHF_78.mzML
RP
ESIPOS
NHF_79.mzML
RP
ESIPOS
NHF_8.mzML
RP
ESIPOS
NHF_80.mzML
RP
ESIPOS
NHF_81.mzML
RP
ESIPOS
NHF_82.mzML
RP
ESIPOS
NHF_83.mzML
RP
ESIPOS
NHF_84.mzML
RP
ESIPOS
NHF_85.mzML
RP
ESIPOS
NHF_86.mzML
RP
ESIPOS
NHF_87.mzML
RP
ESIPOS
NHF_88.mzML
RP
ESIPOS
NHF_89.mzML
RP
ESIPOS
NHF_9.mzML
RP
ESIPOS
NHF_90.mzML
RP
ESIPOS
NHF_91.mzML
RP
ESIPOS
NHF_92.mzML
RP
ESIPOS
NHF_93.mzML
RP
ESIPOS
NHF_94.mzML
RP
ESIPOS
NHF_95.mzML
RP
ESIPOS
NHF_96.mzML
RP
ESIPOS
NHF_97.mzML
RP
ESIPOS
NHF_98.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▌      | 1108/3150 [1:05:54<8:12:55, 14.48s/it]
Number of rows removed due to not enough metadata: 0
Returning 1140 rows!
Extracted information for 1140 samples.
Processing  ST002299
Initiating REDU-table generation for AN003755
Rest length is 2630
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_10.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_100.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_101.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_156.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_157.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_158.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_159.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_16.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_160.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_161.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_162.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_163.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_164.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_165.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_166.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_167.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_168.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_169.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_17.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_170.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_171.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_172.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_173.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_174.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_175.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_176.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_177.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_178.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_179.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_18.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_180.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_181.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_182.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_183.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_184.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_185.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_186.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_187.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_188.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_189.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_19.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_190.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_191.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_193.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_194.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_195.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_196.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_197.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_198.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_199.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_20.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_200.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_201.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_204.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_205.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_206.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_207.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_208.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_209.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_21.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_210.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_211.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_212.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_213.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_214.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_215.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_216.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_217.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_218.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_219.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_22.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_220.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_221.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_23.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_24.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_25.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_26.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_27.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_28.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_29.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_30.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_31.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_32.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_33.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_34.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_35.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_36.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_37.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_38.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_39.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_40.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_41.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_42.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_43.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_44.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_45.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_46.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_47.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_49.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_50.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_51.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_52.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_53.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_54.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_55.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_56.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_57.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_58.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_59.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_60.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_61.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_62.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_63.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_64.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_65.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_66.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_67.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_68.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_69.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_70.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_71.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_72.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_73.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_74.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_76.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_84.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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PZDa_S_997.raw
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2630 rows!
Extracted information for 2630 samples.
Processing  ST001516
No raw data detected. Ignoring ST001516
Processing  ST002549
No raw data detected. Ignoring ST002549
Processing  ST000883
Initiating REDU-table generation for AN001440
Rest length is 35
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Patient 1.cdf
Patient 10.cdf
Patient 11.cdf
Patient 12.cdf
Patient 13.cdf
Patient 14.cdf
Patient 15.cdf
Patient 16.cdf
Patient 17.cdf
Patient 18.cdf
Patient 19.cdf
Patient 2.cdf
Patient 20.cdf
Patient 21.cdf
Patient 22.cdf
Patient 23.cdf
Patient 24.cdf
Patient 25.cdf
Patient 26.cdf
Patient 27.cdf
Patient 28.cdf
Patient 29.cdf
Patient 3.cdf
Patient 30.cdf
Patient 31.cdf
Patient 32.cdf
Patient 33.cdf
Patient 34.cdf
Patient 35.cdf
Patient 4.cdf
Patient 5.cdf
Patient 6.cdf
Patient 7.cdf
Patient 8.cdf
Patient 9.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 35 rows!
Extracted information for 35 samples.
Processing  ST002407
Initiating REDU-table generation for AN003924
Rest length is 331
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HILICneg_122720_1411.raw
HILICneg_122720_1412.raw
HILICneg_122720_1413.raw
HILICneg_122720_1414.raw
HILICneg_122720_1415.raw
HILICneg_122720_1416.raw
HILICneg_122720_1417.raw
HILICneg_122720_1418.raw
HILICneg_122720_1419.raw
HILICneg_122720_1420.raw
HILICneg_122720_1421.raw
HILICneg_122720_1422.raw
HILICneg_122720_1423.raw
HILICneg_122720_1424.raw
HILICneg_122720_1425.raw
HILICneg_122720_1426.raw
HILICneg_122720_1427.raw
HILICneg_122720_1428.raw
HILICneg_122720_1429.raw
HILICneg_122720_1430.raw
HILICneg_122720_1431.raw
HILICneg_122720_1432.raw
HILICneg_122720_1433.raw
HILICneg_122720_1434.raw
HILICneg_122720_1435.raw
HILICneg_122720_1436.raw
HILICneg_122720_1437.raw
HILICneg_122720_1438.raw
HILICneg_122720_1439.raw
HILICneg_122720_1440.raw
HILICneg_122720_1441.raw
HILICneg_122720_1442.raw
HILICneg_122720_1443.raw
HILICneg_122720_1444.raw
HILICneg_122720_1445.raw
HILICneg_122720_1446.raw
HILICneg_122720_1447.raw
HILICneg_122720_1448.raw
HILICneg_122720_1449.raw
HILICneg_122720_1450.raw
HILICneg_122720_1451.raw
HILICneg_122720_1452.raw
HILICneg_122720_1453.raw
HILICneg_122720_1454.raw
HILICneg_122720_1455.raw
HILICneg_122720_1456.raw
HILICneg_122720_1457.raw
HILICneg_122720_1458.raw
HILICneg_122720_1459.raw
HILICneg_122720_1460.raw
HILICneg_122720_1461.raw
HILICneg_122720_1462.raw
HILICneg_122720_1463.raw
HILICneg_122720_1464.raw
HILICneg_122720_1465.raw
HILICneg_122720_1466.raw
HILICneg_122720_1467.raw
HILICneg_122720_1468.raw
HILICneg_122720_1469.raw
HILICneg_122720_1470.raw
HILICneg_122720_1471.raw
HILICneg_122720_1473.raw
HILICneg_122720_1474.raw
HILICneg_122720_1475.raw
HILICneg_122720_1476.raw
HILICneg_122720_1477.raw
HILICneg_122720_1478.raw
HILICneg_122720_1479.raw
HILICneg_122720_1480.raw
HILICneg_122720_1481.raw
HILICneg_122720_1482.raw
HILICneg_122720_1483.raw
HILICneg_122720_1484.raw
HILICneg_122720_1485.raw
HILICneg_122720_1486.raw
HILICneg_122720_1487.raw
HILICneg_122720_1488.raw
HILICneg_122720_1489.raw
HILICneg_122720_1490.raw
HILICneg_122720_1491.raw
HILICneg_122720_1492.raw
HILICneg_122720_1493.raw
HILICneg_122720_1494.raw
HILICneg_122720_1495.raw
HILICneg_122720_1496.raw
HILICneg_122720_1497.raw
HILICneg_122720_1498.raw
HILICneg_122720_1499.raw
HILICneg_122720_1500.raw
HILICneg_122720_1501.raw
HILICneg_122720_1502.raw
HILICneg_122720_1503.raw
HILICneg_122720_1504.raw
HILICneg_122720_1505.raw
HILICneg_122720_1506.raw
HILICneg_122720_1507.raw
HILICneg_122720_1508.raw
HILICneg_122720_1509.raw
HILICneg_122720_1510.raw
HILICneg_122720_1511.raw
HILICneg_122720_1512.raw
HILICneg_122720_1513.raw
HILICneg_122720_1514.raw
HILICneg_122720_1515.raw
HILICneg_122720_1516.raw
HILICneg_122720_1517.raw
HILICneg_122720_1518.raw
HILICneg_122720_1519.raw
HILICneg_122720_1520.raw
HILICneg_122720_1521.raw
HILICneg_122720_1522.raw
HILICneg_122720_1523.raw
HILICneg_122720_1524.raw
HILICneg_122720_1525.raw
HILICneg_122720_1526.raw
HILICneg_122720_1527.raw
HILICneg_122720_1528.raw
HILICneg_122720_1529.raw
HILICneg_122720_1530.raw
HILICneg_122720_1531.raw
HILICneg_122720_1532.raw
HILICneg_122720_1533.raw
HILICneg_122720_1534.raw
HILICneg_122720_1535.raw
HILICneg_122720_1536.raw
HILICneg_122720_1537.raw
HILICneg_122720_1538.raw
HILICneg_122720_1539.raw
HILICneg_122720_1540.raw
HILICneg_122720_1541.raw
HILICneg_122720_1542.raw
HILICneg_122720_1543.raw
HILICneg_122720_1544.raw
HILICneg_122720_1545.raw
HILICneg_122720_1546.raw
HILICneg_122720_1547.raw
HILICneg_122720_1548.raw
HILICneg_122720_1550.raw
HILICneg_122720_1551.raw
HILICneg_122720_1552.raw
HILICneg_122720_1553.raw
HILICneg_122720_1554.raw
HILICneg_122720_1555.raw
HILICneg_122720_1556.raw
HILICneg_122720_1557.raw
HILICneg_122720_1558.raw
HILICneg_122720_1559.raw
HILICneg_122720_1560.raw
HILICneg_122720_1561.raw
HILICneg_122720_1562.raw
HILICneg_122720_1563.raw
HILICneg_122720_1897.raw
HILICneg_122720_1898.raw
HILICneg_122720_1899.raw
HILICneg_122720_1900.raw
HILICneg_122720_1901.raw
HILICneg_122720_1902.raw
HILICneg_122720_1903.raw
HILICneg_122720_1904.raw
HILICneg_122720_1905.raw
HILICneg_122720_1906.raw
HILICneg_122720_1907.raw
HILICneg_122720_1908.raw
HILICneg_122720_1909.raw
HILICneg_122720_1910.raw
HILICneg_122720_1911.raw
HILICneg_122720_1912.raw
HILICneg_122720_1913.raw
HILICneg_122720_1914.raw
HILICneg_122720_1915.raw
HILICneg_122720_1916.raw
HILICneg_122720_1917.raw
HILICneg_122720_1918.raw
HILICneg_122720_1919.raw
HILICneg_122720_1920.raw
HILICneg_122720_1921.raw
HILICneg_122720_1922.raw
HILICneg_122720_1923.raw
HILICneg_122720_1924.raw
HILICneg_122720_1925.raw
HILICneg_122720_1926.raw
HILICneg_122720_1927.raw
HILICneg_122720_1928.raw
HILICneg_122720_1929.raw
HILICneg_122720_1930.raw
HILICneg_122720_1931.raw
HILICneg_122720_1932.raw
HILICneg_122720_1933.raw
HILICneg_122720_1934.raw
HILICneg_122720_1935.raw
HILICneg_122720_1936.raw
HILICneg_122720_1937.raw
HILICneg_122720_1938.raw
HILICneg_122720_1939.raw
HILICneg_122720_1940.raw
HILICneg_122720_1941.raw
HILICneg_122720_1942.raw
HILICneg_122720_1943.raw
HILICneg_122720_1944.raw
HILICneg_122720_1945.raw
HILICneg_122720_1946.raw
HILICneg_122720_1947.raw
HILICneg_122720_1948.raw
HILICneg_122720_1949.raw
HILICneg_122720_1950.raw
HILICneg_122720_1951.raw
HILICneg_122720_1952.raw
HILICneg_122720_1953.raw
HILICneg_122720_1954.raw
HILICneg_122720_1955.raw
HILICneg_122720_1956.raw
HILICneg_122720_1957.raw
HILICneg_122720_1958.raw
HILICneg_122720_1959.raw
HILICneg_122720_1960.raw
HILICneg_122720_1961.raw
HILICneg_122720_1962.raw
HILICneg_122720_1963.raw
HILICneg_122720_1964.raw
HILICneg_122720_1965.raw
HILICneg_122720_1966.raw
HILICneg_122720_1967.raw
HILICneg_122720_1968.raw
HILICneg_122720_1969.raw
HILICneg_122720_1970.raw
HILICneg_122720_1971.raw
HILICneg_122720_1972.raw
HILICneg_122720_1973.raw
HILICneg_122720_1974.raw
HILICneg_122720_1975.raw
HILICneg_122720_1976.raw
HILICneg_122720_1977.raw
HILICneg_122720_1978.raw
HILICneg_122720_1979.raw
HILICneg_122720_1980.raw
HILICneg_122720_1981.raw
HILICneg_122720_1982.raw
HILICneg_122720_1983.raw
HILICneg_122720_1984.raw
HILICneg_122720_1985.raw
HILICneg_122720_1986.raw
HILICneg_122720_1987.raw
HILICneg_122720_1988.raw
HILICneg_122720_1989.raw
HILICneg_122720_1990.raw
HILICneg_122720_1991.raw
HILICneg_122720_1992.raw
HILICneg_122720_1993.raw
HILICneg_122720_1994.raw
HILICneg_122720_1995.raw
HILICneg_122720_1996.raw
HILICneg_122720_1997.raw
HILICneg_122720_1998.raw
HILICneg_122720_1999.raw
HILICneg_122720_2000.raw
HILICneg_122720_2001.raw
HILICneg_122720_2002.raw
HILICneg_122720_2003.raw
HILICneg_122720_2004.raw
HILICneg_122720_2005.raw
HILICneg_122720_2006.raw
HILICneg_122720_2007.raw
HILICneg_122720_2008.raw
HILICneg_122720_2009.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▌      | 1113/3150 [1:06:23<4:08:02,  7.31s/it]
HILICneg_122720_2010.raw
HILICneg_122720_2011.raw
HILICneg_122720_2012.raw
HILICneg_122720_2013.raw
HILICneg_122720_2014.raw
HILICneg_122720_2015.raw
HILICneg_122720_2016.raw
HILICneg_122720_2017.raw
HILICneg_122720_2018.raw
HILICneg_122720_2019.raw
HILICneg_122720_2126.raw
HILICneg_122720_2127.raw
HILICneg_122720_2128.raw
HILICneg_122720_2129.raw
HILICneg_122720_2130.raw
HILICneg_122720_2131.raw
HILICneg_122720_2133.raw
HILICneg_122720_2134.raw
HILICneg_122720_2135.raw
HILICneg_122720_2136.raw
HILICneg_122720_2137.raw
HILICneg_122720_2150.raw
HILICneg_122720_2151.raw
HILICneg_122720_2159.raw
HILICneg_122720_2161.raw
HILICneg_122720_2162.raw
HILICneg_122720_2164.raw
HILICneg_122720_2165.raw
HILICneg_122720_2166.raw
HILICneg_122720_2167.raw
HILICneg_122720_2168.raw
HILICneg_122720_2169.raw
HILICneg_122720_2170.raw
HILICneg_122720_2171.raw
HILICneg_122720_2172.raw
HILICneg_122720_2173.raw
HILICneg_122720_2174.raw
HILICneg_122720_2175.raw
HILICneg_122720_2176.raw
HILICneg_122720_2177.raw
HILICneg_122720_2178.raw
HILICneg_122720_2179.raw
HILICneg_122720_2180.raw
HILICneg_122720_2181.raw
HILICneg_122720_2195.raw
HILICneg_122720_2196.raw
HILICneg_122720_2197.raw
HILICneg_122720_2198.raw
HILICneg_122720_2199.raw
HILICneg_122720_2200.raw
HILICneg_122720_2201.raw
HILICneg_122720_2475.raw
HILICneg_122720_2476.raw
HILICneg_122720_2477.raw
HILICneg_122720_2478.raw
HILICneg_122720_2479.raw
HILICneg_122720_2480.raw
HILICneg_122720_2481.raw
HILICneg_122720_2482.raw
HILICneg_122720_2483.raw
HILICneg_122720_2484.raw
HILICneg_122720_2556.raw
HILICneg_122720_2557.raw
HILICneg_122720_2558.raw
HILICneg_122720_2559.raw
HILICneg_122720_2560.raw
HILICneg_122720_2561.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 331 rows!
Extracted information for 331 samples.
Processing  ST002920
Initiating REDU-table generation for AN004790
Rest length is 32
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/2 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 2/2 [00:00<00:00, 6069.90it/s]

 35%|███▌      | 1114/3150 [1:06:24<3:08:17,  5.55s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▌      | 1116/3150 [1:06:38<3:31:09,  6.23s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 35%|███▌      | 1117/3150 [1:06:41<3:01:11,  5.35s/it]
 36%|███▌      | 1120/3150 [1:06:41<1:31:18,  2.70s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1124/3150 [1:06:47<1:13:40,  2.18s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001640
No raw data detected. Ignoring ST001640
Processing  ST003577
Initiating REDU-table generation for AN005873
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
D1_R1.mzML
D1_R2.mzML
D1_R3.mzML
D1_R4.mzML
D2_R1.mzML
D2_R2.mzML
D2_R3.mzML
D2_R4.mzML
D3_R1.mzML
D3_R2.mzML
D3_R3.mzML
D3_R4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002342
Initiating REDU-table generation for AN003826
Rest length is 33
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MSU_GF
H1.mzML
MSU_GF
H10.mzML
MSU_GF
H11.mzML
MSU_GF
H12.mzML
MSU_GF
H13.mzML
MSU_GF
H14.mzML
MSU_GF
H15.mzML
MSU_GF
H16.mzML
MSU_GF
H17.mzML
MSU_GF
H18.mzML
MSU_GF
H19.mzML
MSU_GF
H2.mzML
MSU_GF
H20.mzML
MSU_GF
H21.mzML
MSU_GF
H22.mzML
MSU_GF
H23.mzML
MSU_GF
H27.mzML
MSU_GF
H28.mzML
MSU_GF
H29.mzML
MSU_GF
H3.mzML
MSU_GF
H30.mzML
MSU_GF
H31.mzML
MSU_GF
H32.mzML
MSU_GF
H33.mzML
MSU_GF
H34.mzML
MSU_GF
H35.mzML
MSU_GF
H36.mzML
MSU_GF
H4.mzML
MSU_GF
H5.mzML
MSU_GF
H6.mzML
MSU_GF
H7.mzML
MSU_GF
H8.mzML
MSU_GF
H9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 33 rows!
Extracted information for 33 samples.
Processing  ST001893
No raw data detected. Ignoring ST001893
Processing  ST000998
No raw data detected. Ignoring ST000998
Processing  ST001961
No raw data detected. Ignoring ST001961
Processing  ST000225
No raw data detected. Ignoring ST000225
Processing  ST000512
No raw data detected. Ignoring ST000512
Processing  ST000828
No raw data detected. Ignoring ST000828
Processing  ST001661
Initiating REDU-table generation for AN002712
Rest length is 4
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DNA_Adducts_Sample_1.mzML
DNA_Adducts_Sample_2.mzML
DNA_Adducts_Sample_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 3
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST003438
Initiating REDU-table generation for AN005649
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/48 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 48/48 [00:00<00:00, 510.79it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005650
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/48 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 48/48 [00:00<00:00, 527.22it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005651
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/48 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 48/48 [00:00<00:00, 519.67it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005652
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/48 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 48/48 [00:00<00:00, 510.77it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1125/3150 [1:06:53<1:29:13,  2.64s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1126/3150 [1:06:56<1:34:39,  2.81s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
olsen
CN
B0001_OLS_FlyPilot_CN-9Q.raw
olsen
CN
B0002_OLS_FlyPilot_CN-3S.raw
olsen
CN
B0003_OLS_FlyPilot_CN-2S.raw
olsen
CN
B0004_OLS_FlyPilot_CN-6SA.raw
olsen
CN
B0005_OLS_FlyPilot_CN-8Q.raw
olsen
CN
B0006_OLS_FlyPilot_CN-5SA.raw
olsen
CN
B0007_OLS_FlyPilot_CN-10QA.raw
olsen
CN
B0008_OLS_FlyPilot_CN-12QA.raw
olsen
CN
B0009_OLS_FlyPilot_CN-1S.raw
olsen
CN
B0010_OLS_FlyPilot_CN-4SA.raw
olsen
CN
B0011_OLS_FlyPilot_CN-11QA.raw
olsen
CN
B0012_OLS_FlyPilot_CN-7Q.raw
olsen
CP
B0001_OLS_FlyPilot_CP-9Q_2.raw
olsen
CP
B0002_OLS_FlyPilot_CP-3S_2.raw
olsen
CP
B0003_OLS_FlyPilot_CP-2S_2.raw
olsen
CP
B0004_OLS_FlyPilot_CP-6SA_2.raw
olsen
CP
B0005_OLS_FlyPilot_CP-8Q_2.raw
olsen
CP
B0006_OLS_FlyPilot_CP-5SA_2.raw
olsen
CP
B0007_OLS_FlyPilot_CP-10QA_2.raw
olsen
CP
B0008_OLS_FlyPilot_CP-12QA_2.raw
olsen
CP
B0009_OLS_FlyPilot_CP-1S_2.raw
olsen
CP
B0010_OLS_FlyPilot_CP-4SA_2.raw
olsen
CP
B0011_OLS_FlyPilot_CP-11QA_2.raw
olsen
CP
B0012_OLS_FlyPilot_CP-7Q_2.raw
olsen
HN
B0001_OLS_FlyPilot_HN_9Q.raw
olsen
HN
B0002_OLS_FlyPilot_HN_3S.raw
olsen
HN
B0003_OLS_FlyPilot_HN_2S.raw
olsen
HN
B0004_OLS_FlyPilot_HN_6SA.raw
olsen
HN
B0005_OLS_FlyPilot_HN_8Q.raw
olsen
HN
B0006_OLS_FlyPilot_HN_5SA.raw
olsen
HN
B0007_OLS_FlyPilot_HN_10QA.raw
olsen
HN
B0008_OLS_FlyPilot_HN_12QA.raw
olsen
HN
B0009_OLS_FlyPilot_HN_1S.raw
olsen
HN
B0010_OLS_FlyPilot_HN_4SA.raw
olsen
HN
B0011_OLS_FlyPilot_HN_11QA.raw
olsen
HN
B0012_OLS_FlyPilot_HN_7Q.raw
olsen
HP
B0001_OLS_FlyPilot_HP-9Q.raw
olsen
HP
B0002_OLS_FlyPilot_HP-3S.raw
olsen
HP
B0003_OLS_FlyPilot_HP-2S.raw
olsen
HP
B0004_OLS_FlyPilot_HP-6SA.raw
olsen
HP
B0005_OLS_FlyPilot_HP-8Q.raw
olsen
HP
B0006_OLS_FlyPilot_HP-5SA.raw
olsen
HP
B0007_OLS_FlyPilot_HP-10QA.raw
olsen
HP
B0008_OLS_FlyPilot_HP-12QA.raw
olsen
HP
B0009_OLS_FlyPilot_HP-1S.raw
olsen
HP
B0010_OLS_FlyPilot_HP-4SA.raw
olsen
HP
B0011_OLS_FlyPilot_HP-11QA.raw
olsen
HP
B0012_OLS_FlyPilot_HP-7Q.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002291
Initiating REDU-table generation for AN003743
Rest length is 232
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ID_10.mzXML
ID_100.mzXML
ID_101.mzXML
ID_102.mzXML
ID_103.mzXML
ID_104.mzXML
ID_105.mzXML
ID_106.mzXML
ID_107.mzXML
ID_108.mzXML
ID_109.mzXML
ID_11.mzXML
ID_110.mzXML
ID_111.mzXML
ID_112.mzXML
ID_113.mzXML
ID_114.mzXML
ID_115.mzXML
ID_116.mzXML
ID_117.mzXML
ID_118.mzXML
ID_119.mzXML
ID_12.mzXML
ID_120.mzXML
ID_122.mzXML
ID_123.mzXML
ID_124.mzXML
ID_125.mzXML
ID_126.mzXML
ID_127.mzXML
ID_128.mzXML
ID_129.mzXML
ID_13.mzXML
ID_130.mzXML
ID_131.mzXML
ID_132.mzXML
ID_133.mzXML
ID_134.mzXML
ID_136.mzXML
ID_137.mzXML
ID_138.mzXML
ID_139.mzXML
ID_14.mzXML
ID_140.mzXML
ID_141.mzXML
ID_142.mzXML
ID_143.mzXML
ID_144.mzXML
ID_145.mzXML
ID_146.mzXML
ID_147.mzXML
ID_148.mzXML
ID_149.mzXML
ID_15.mzXML
ID_150.mzXML
ID_151.mzXML
ID_152.mzXML
ID_153.mzXML
ID_154.mzXML
ID_155.mzXML
ID_156.mzXML
ID_157.mzXML
ID_158.mzXML
ID_159.mzXML
ID_16.mzXML
ID_161.mzXML
ID_162.mzXML
ID_163.mzXML
ID_164.mzXML
ID_165.mzXML
ID_166.mzXML
ID_167.mzXML
ID_168.mzXML
ID_169.mzXML
ID_17.mzXML
ID_170.mzXML
ID_171.mzXML
ID_172.mzXML
ID_173.mzXML
ID_174.mzXML
ID_175.mzXML
ID_176.mzXML
ID_177.mzXML
ID_178.mzXML
ID_179.mzXML
ID_18.mzXML
ID_180.mzXML
ID_181.mzXML
ID_182.mzXML
ID_184.mzXML
ID_185.mzXML
ID_186.mzXML
ID_187.mzXML
ID_188.mzXML
ID_189.mzXML
ID_19.mzXML
ID_190.mzXML
ID_191.mzXML
ID_192.mzXML
ID_193.mzXML
ID_194.mzXML
ID_195.mzXML
ID_196.mzXML
ID_197.mzXML
ID_198.mzXML
ID_199.mzXML
ID_2.mzXML
ID_20.mzXML
ID_200.mzXML
ID_201.mzXML
ID_202.mzXML
ID_203.mzXML
ID_204.mzXML
ID_205.mzXML
ID_206.mzXML
ID_207.mzXML
ID_208.mzXML
ID_209.mzXML
ID_21.mzXML
ID_210.mzXML
ID_211.mzXML
ID_212.mzXML
ID_213.mzXML
ID_214.mzXML
ID_215.mzXML
ID_216.mzXML
ID_217.mzXML
ID_218.mzXML
ID_219.mzXML
ID_22.mzXML
ID_220.mzXML
ID_221.mzXML
ID_222.mzXML
ID_223.mzXML
ID_224.mzXML
ID_225.mzXML
ID_226.mzXML
ID_227.mzXML
ID_228.mzXML
ID_229.mzXML
ID_23.mzXML
ID_230.mzXML
ID_231.mzXML
ID_232.mzXML
ID_233.mzXML
ID_234.mzXML
ID_235.mzXML
ID_236.mzXML
ID_237.mzXML
ID_238.mzXML
ID_239.mzXML
ID_24.mzXML
ID_240.mzXML
ID_25.mzXML
ID_27.mzXML
ID_28.mzXML
ID_29.mzXML
ID_3.mzXML
ID_30.mzXML
ID_31.mzXML
ID_32.mzXML
ID_33.mzXML
ID_34.mzXML
ID_35.mzXML
ID_36.mzXML
ID_37.mzXML
ID_38.mzXML
ID_39.mzXML
ID_4.mzXML
ID_40.mzXML
ID_41.mzXML
ID_42.mzXML
ID_43.mzXML
ID_44.mzXML
ID_45.mzXML
ID_46.mzXML
ID_47.mzXML
ID_48.mzXML
ID_49.mzXML
ID_5.mzXML
ID_50.mzXML
ID_51.mzXML
ID_52.mzXML
ID_53.mzXML
ID_54.mzXML
ID_55.mzXML
ID_56.mzXML
ID_57.mzXML
ID_58.mzXML
ID_59.mzXML
ID_6.mzXML
ID_60.mzXML
ID_61.mzXML
ID_62.mzXML
ID_63.mzXML
ID_65.mzXML
ID_66.mzXML
ID_67.mzXML
ID_68.mzXML
ID_69.mzXML
ID_7.mzXML
ID_70.mzXML
ID_71.mzXML
ID_72.mzXML
ID_73.mzXML
ID_74.mzXML
ID_75.mzXML
ID_76.mzXML
ID_77.mzXML
ID_78.mzXML
ID_79.mzXML
ID_8.mzXML
ID_80.mzXML
ID_81.mzXML
ID_82.mzXML
ID_83.mzXML
ID_84.mzXML
ID_85.mzXML
ID_86.mzXML
ID_87.mzXML
ID_88.mzXML
ID_89.mzXML
ID_9.mzXML
ID_90.mzXML
ID_91.mzXML
ID_92.mzXML
ID_93.mzXML
ID_94.mzXML
ID_95.mzXML
ID_97.mzXML
ID_98.mzXML
ID_99.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 232 rows!
Extracted information for 232 samples.
Processing  ST003079
Initiating REDU-table generation for AN005037
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20220527_QEF1-HILIC_MIAshortRepeat_BP976.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP977.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP978.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP979.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP980.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP981.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP982.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP983.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP984.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP986.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP987.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP988.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP989.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP990.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP991.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP992.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP993.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP994.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP995.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP996.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP997.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP998.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP999.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1006.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1007.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1008.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1009.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1010.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1011.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1012.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1016.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1017.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1018.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1019.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1020.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1021.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1022.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1023.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1024.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1028.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1029.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1030.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1031.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1032.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1033.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1034.raw
20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1035.raw
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1127/3150 [1:06:59<1:37:13,  2.88s/it]20220620_QEF1_HILIC_oldeCSF_mLiver_eLiver_BP1036.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002744
No raw data detected. Ignoring ST002744
Processing  ST000522
Initiating REDU-table generation for AN000796
Rest length is 30
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/30 [00:00<?, ?it/s]

Mapping potential matches:  93%|█████████▎| 28/30 [00:00<00:00, 277.54it/s]
Mapping potential matches: 100%|██████████| 30/30 [00:00<00:00, 277.02it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000797
Rest length is 30
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/30 [00:00<?, ?it/s]

Mapping potential matches:  93%|█████████▎| 28/30 [00:00<00:00, 277.02it/s]
Mapping potential matches: 100%|██████████| 30/30 [00:00<00:00, 276.75it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1129/3150 [1:07:03<1:22:06,  2.44s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1130/3150 [1:07:05<1:25:16,  2.53s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
ST000522
Rawdata
neg
20150724_YU_1_1_10_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_1_1_11_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_1_1_12_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_1_1_14_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_1_1_1_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_1_1_22_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_1_1_3_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_1_1_5_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_1_1_6_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_1_1_9_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_10_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_1_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_2_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_3_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_4_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_5_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_6_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_7_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_8_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_1_9_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_10_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_11_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_1_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_2_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_3_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_4_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_5_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_6_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_8_NEG01.CDF
ST000522
Rawdata
neg
20150724_YU_2_2_9_NEG01.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_1001.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_101.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_1101.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_1201.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_1401.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_2201.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_301.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_501.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_601.CDF
ST000522
Rawdata
pos
20150724_YU_1_1_901.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_1001.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_101.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_201.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_301.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_401.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_501.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_601.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_701.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_801.CDF
ST000522
Rawdata
pos
20150724_YU_2_1_901.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_1001.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_101.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_1101.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_201.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_301.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_401.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_501.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_601.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_801.CDF
ST000522
Rawdata
pos
20150724_YU_2_2_901.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST003189
Initiating REDU-table generation for AN005237
Rest length is 124
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1.mzXML
100.mzXML
105r.mzXML
109.mzXML
116.mzXML
123.mzXML
126.mzXML
127.mzXML
133.mzXML
145.mzXML
151.mzXML
153.mzXML
155.mzXML
161.mzXML
162.mzXML
165.mzXML
166.mzXML
167.mzXML
168.mzXML
169.mzXML
17.mzXML
172.mzXML
174.mzXML
175.mzXML
177.mzXML
180.mzXML
184.mzXML
186.mzXML
191.mzXML
192.mzXML
194.mzXML
196.mzXML
2.mzXML
200.mzXML
204.mzXML
205.mzXML
206.mzXML
210.mzXML
212.mzXML
214.mzXML
220.mzXML
222.mzXML
223.mzXML
224.mzXML
226.mzXML
227.mzXML
23.mzXML
235.mzXML
238.mzXML
241.mzXML
242.mzXML
248.mzXML
272.mzXML
274.mzXML
281.mzXML
286.mzXML
289.mzXML
293.mzXML
294.mzXML
295.mzXML
298.mzXML
299.mzXML
308.mzXML
309.mzXML
311.mzXML
316.mzXML
317.mzXML
32.mzXML
323.mzXML
328.mzXML
336.mzXML
339.mzXML
353.mzXML
355.mzXML
356.mzXML
36.mzXML
361.mzXML
362.mzXML
368.mzXML
375.mzXML
38.mzXML
383.mzXML
384.mzXML
388.mzXML
4.mzXML
400.mzXML
405.mzXML
411.mzXML
42.mzXML
43.mzXML
430.mzXML
431.mzXML
432.mzXML
433.mzXML
452.mzXML
46.mzXML
463.mzXML
464.mzXML
492.mzXML
495.mzXML
499.mzXML
502.mzXML
503.mzXML
504.mzXML
505.mzXML
508.mzXML
509.mzXML
510.mzXML
511.mzXML
512.mzXML
513.mzXML
514.mzXML
515.mzXML
52.mzXML
61.mzXML
63.mzXML
64.mzXML
67.mzXML
70.mzXML
74.mzXML
76.mzXML
79.mzXML
80.mzXML
97.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 124 rows!
Extracted information for 124 samples.
Processing  ST002843
Initiating REDU-table generation for AN004652
Rest length is 76
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004653
Rest length is 76
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Liver_Lipids
Positive
Liver_Tglif_F_1F.mzXML
Liver_Lipids
Positive
Liver_Tglif_F_2F.mzXML
Liver_Lipids
Positive
Liver_Tglif_F_3F.mzXML
Liver_Lipids
Positive
Liver_Tglif_F_3M.mzXML
Liver_Lipids
Positive
Liver_Tglif_F_4F.mzXML
Liver_Lipids
Positive
Liver_Tglif_F_4M.mzXML
Liver_Lipids
Positive
Liver_Tglif_F_5F.mzXML
Liver_Lipids
Positive
Liver_Tglif_F_6F.mzXML
Liver_Lipids
Positive
Liver_Tglif_S_1F.mzXML
Liver_Lipids
Positive
Liver_Tglif_S_2F.mzXML
Liver_Lipids
Positive
Liver_Tglif_S_3F.mzXML
Liver_Lipids
Positive
Liver_Tglif_S_4F.mzXML
Liver_Lipids
Positive
Liver_Tglif_S_5F.mzXML
Liver_Lipids
Positive
Liver_Tglif_S_5M.mzXML
Liver_Lipids
Positive
Liver_Tglif_S_6F.mzXML
Liver_Lipids
Positive
Liver_Tglif_S_6M.mzXML
Liver_Lipids
Positive
Liver_WT_F_1F.mzXML
Liver_Lipids
Positive
Liver_WT_F_2F.mzXML
Liver_Lipids
Positive
Liver_WT_F_3M.mzXML
Liver_Lipids
Positive
Liver_WT_F_4M.mzXML
Liver_Lipids
Positive
Liver_WT_F_5F.mzXML
Liver_Lipids
Positive
Liver_WT_F_5M.mzXML
Liver_Lipids
Positive
Liver_WT_F_6F.mzXML
Liver_Lipids
Positive
Liver_WT_F_6M.mzXML
Liver_Lipids
Positive
Liver_WT_S_1F.mzXML
Liver_Lipids
Positive
Liver_WT_S_2F.mzXML
Liver_Lipids
Positive
Liver_WT_S_3F.mzXML
Liver_Lipids
Positive
Liver_WT_S_3M.mzXML
Liver_Lipids
Positive
Liver_WT_S_4F.mzXML
Liver_Lipids
Positive
Liver_WT_S_4M.mzXML
Liver_Lipids
Positive
Liver_WT_S_5M.mzXML
Liver_Lipids
Positive
Liver_WT_S_6M.mzXML
Liver_Lipids
Positive
NC-c26_F_1.mzXML
Liver_Lipids
Positive
NC-c26_F_2.mzXML
Liver_Lipids
Positive
NC-c26_F_3.mzXML
Liver_Lipids
Positive
NC-c26_F_4.mzXML
Liver_Lipids
Positive
NC-c26_F_5.mzXML
Liver_Lipids
Positive
NC-c26_F_6.mzXML
Liver_Lipids
Positive
NC-c26_S_1.mzXML
Liver_Lipids
Positive
NC-c26_S_2.mzXML
Liver_Lipids
Positive
NC-c26_S_3.mzXML
Liver_Lipids
Positive
NC-c26_S_4.mzXML
Liver_Lipids
Positive
NC-c26_S_5.mzXML
Liver_Lipids
Positive
NC-c26_S_6.mzXML
Liver_Lipids
Positive
c26-lifKO_F_1.mzXML
Liver_Lipids
Positive
c26-lifKO_F_2.mzXML
Liver_Lipids
Positive
c26-lifKO_F_3.mzXML
Liver_Lipids
Positive
c26-lifKO_F_4.mzXML
Liver_Lipids
Positive
c26-lifKO_F_5.mzXML
Liver_Lipids
Positive
c26-lifKO_F_6.mzXML
Liver_Lipids
Positive
c26-lifKO_S_1.mzXML
Liver_Lipids
Positive
c26-lifKO_S_2.mzXML
Liver_Lipids
Positive
c26-lifKO_S_3.mzXML
Liver_Lipids
Positive
c26-lifKO_S_4.mzXML
Liver_Lipids
Positive
c26-lifKO_S_5.mzXML
Liver_Lipids
Positive
c26-lifKO_S_6.mzXML
Liver_Lipids
Positive
c26_F_1.mzXML
Liver_Lipids
Positive
c26_F_10.mzXML
Liver_Lipids
Positive
c26_F_2.mzXML
Liver_Lipids
Positive
c26_F_3.mzXML
Liver_Lipids
Positive
c26_F_4.mzXML
Liver_Lipids
Positive
c26_F_5.mzXML
Liver_Lipids
Positive
c26_F_6.mzXML
Liver_Lipids
Positive
c26_F_7.mzXML
Liver_Lipids
Positive
c26_F_8.mzXML
Liver_Lipids
Positive
c26_F_9.mzXML
Liver_Lipids
Positive
c26_S_1.mzXML
Liver_Lipids
Positive
c26_S_10.mzXML
Liver_Lipids
Positive
c26_S_2.mzXML
Liver_Lipids
Positive
c26_S_3.mzXML
Liver_Lipids/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1131/3150 [1:07:09<1:31:25,  2.72s/it]
 36%|███▌      | 1134/3150 [1:07:09<46:48,  1.39s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1137/3150 [1:07:12<41:47,  1.25s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1138/3150 [1:07:15<51:21,  1.53s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1140/3150 [1:07:19<54:48,  1.64s/it]
Positive
c26_S_4.mzXML
Liver_Lipids
Positive
c26_S_5.mzXML
Liver_Lipids
Positive
c26_S_6.mzXML
Liver_Lipids
Positive
c26_S_7.mzXML
Liver_Lipids
Positive
c26_S_8.mzXML
Liver_Lipids
Positive
c26_S_9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 76 rows!
Extracted information for 76 samples.
Processing  ST001147
No raw data detected. Ignoring ST001147
Processing  ST001312
No raw data detected. Ignoring ST001312
Processing  ST002247
No raw data detected. Ignoring ST002247
Processing  ST000254
No raw data detected. Ignoring ST000254
Processing  ST001188
No raw data detected. Ignoring ST001188
Processing  ST001660
Initiating REDU-table generation for AN002711
Rest length is 54
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
ACS_NIH_Workbench
20171106-Blank1.mzXML
ACS_NIH_Workbench
20171106-Blank2.mzXML
ACS_NIH_Workbench
20171106-Blank3.mzXML
ACS_NIH_Workbench
20171106-MMV084978-1.mzXML
ACS_NIH_Workbench
20171106-MMV084978-2.mzXML
ACS_NIH_Workbench
20171106-MMV084978-3.mzXML
ACS_NIH_Workbench
20171106-ND1.mzXML
ACS_NIH_Workbench
20171106-ND2.mzXML
ACS_NIH_Workbench
20171106-ND3.mzXML
ACS_NIH_Workbench
20171106-Pool1.mzXML
ACS_NIH_Workbench
20171106-Pool2.mzXML
ACS_NIH_Workbench
20171106-Pool3.mzXML
ACS_NIH_Workbench
20180815-Blank1.mzXML
ACS_NIH_Workbench
20180815-Blank2.mzXML
ACS_NIH_Workbench
20180815-Blank3.mzXML
ACS_NIH_Workbench
20180815-Blank4.mzXML
ACS_NIH_Workbench
20180815-Blank5.mzXML
ACS_NIH_Workbench
20180815-MMV019721-1.mzXML
ACS_NIH_Workbench
20180815-MMV019721-2.mzXML
ACS_NIH_Workbench
20180815-MMV019721-3.mzXML
ACS_NIH_Workbench
20180815-ND1.mzXML
ACS_NIH_Workbench
20180815-ND2.mzXML
ACS_NIH_Workbench
20180815-ND3.mzXML
ACS_NIH_Workbench
20180815-QC1.mzXML
ACS_NIH_Workbench
20180815-QC2.mzXML
ACS_NIH_Workbench
20180815-QC3.mzXML
ACS_NIH_Workbench
20181008-Blank1.mzXML
ACS_NIH_Workbench
20181008-Blank2.mzXML
ACS_NIH_Workbench
20181008-Blank3.mzXML
ACS_NIH_Workbench
20181008-Blank4.mzXML
ACS_NIH_Workbench
20181008-Blank5.mzXML
ACS_NIH_Workbench
20181008-MMV019721-1.mzXML
ACS_NIH_Workbench
20181008-MMV019721-2.mzXML
ACS_NIH_Workbench
20181008-MMV019721-3.mzXML
ACS_NIH_Workbench
20181008-ND1.mzXML
ACS_NIH_Workbench
20181008-ND2.mzXML
ACS_NIH_Workbench
20181008-ND3.mzXML
ACS_NIH_Workbench
20181008-QC1.mzXML
ACS_NIH_Workbench
20181008-QC2.mzXML
ACS_NIH_Workbench
20181008-QC3.mzXML
ACS_NIH_Workbench
20181220-Blank1.mzXML
ACS_NIH_Workbench
20181220-Blank2.mzXML
ACS_NIH_Workbench
20181220-Blank3.mzXML
ACS_NIH_Workbench
20181220-Blank4.mzXML
ACS_NIH_Workbench
20181220-Blank5.mzXML
ACS_NIH_Workbench
20181220-MMV084978-1.mzXML
ACS_NIH_Workbench
20181220-MMV084978-2.mzXML
ACS_NIH_Workbench
20181220-MMV084978-3.mzXML
ACS_NIH_Workbench
20181220-ND1.mzXML
ACS_NIH_Workbench
20181220-ND2.mzXML
ACS_NIH_Workbench
20181220-ND3.mzXML
ACS_NIH_Workbench
20181220-QC1.mzXML
ACS_NIH_Workbench
20181220-QC2.mzXML
ACS_NIH_Workbench
20181220-QC3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST003150
Initiating REDU-table generation for AN005168
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
YT200819_02.CDF
YT200819_03.CDF
YT200819_04.CDF
YT200819_05.CDF
YT200819_06.CDF
YT200819_07.CDF
YT200819_08.CDF
YT200819_09.CDF
YT200819_10.CDF
YT200819_101.CDF
YT200819_102.CDF
YT200819_103.CDF
YT200819_104.CDF
YT200819_105.CDF
YT200819_106.CDF
YT200819_107.CDF
YT200819_108.CDF
YT200819_109.CDF
YT200819_11.CDF
YT200819_110.CDF
YT200819_12.CDF
YT200819_13.CDF
YT200819_21.CDF
YT200819_22.CDF
YT201026_14.CDF
YT201026_15.CDF
YT201026_16.CDF
YT201026_17.CDF
YT201026_18.CDF
YT201026_19.CDF
YT210427_16.CDF
YT210427_17.CDF
YT210427_18.CDF
YT210427_19.CDF
YT210427_20.CDF
YT210427_21.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST001003
No raw data detected. Ignoring ST001003
Processing  ST002691
Initiating REDU-table generation for AN004364
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217017009.raw
90218017009.raw
90222017009.raw
90223017009.raw
90225017009.raw
90227017009.raw
90229017009.raw
90232017009.raw
90237017009.raw
90239017009.raw
90245017009.raw
90248017009.raw
90251017009.raw
90252017009.raw
90254017009.raw
90258017009.raw
90259017009.raw
90265017009.raw
90266017009.raw
90267017009.raw
90280017009.raw
90281017009.raw
90283017009.raw
90289017009.raw
90292017009.raw
90406017009.raw
90410017009.raw
90412017009.raw
90416017009.raw
90420017009.raw
90421017009.raw
90422017009.raw
90423017009.raw
90426017009.raw
90430017009.raw
90439017009.raw
90441017009.raw
90444017009.raw
90449017009.raw
90450017009.raw
90559017009.raw
90560017009.raw
90564017009.raw
90567017009.raw
90571017009.raw
90576017009.raw
90578017009.raw
90581017009.raw
90585017009.raw
90587017009.raw
IPE_Reference_WAT.raw
IPE_Reference_WAT02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_WAT.raw
SED_Reference_WAT02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST001523
Initiating REDU-table generation for AN002541
Rest length is 75
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx 289624 raw files
161031cngsa02_2.cdf
mx 289624 raw files
161031cngsa03_2.cdf
mx 289624 raw files
161031cngsa04_2.cdf
mx 289624 raw files
161031cngsa05_2.cdf
mx 289624 raw files
161031cngsa06_2.cdf
mx 289624 raw files
161031cngsa07_2.cdf
mx 289624 raw files
161031cngsa08_2.cdf
mx 289624 raw files
161031cngsa09_2.cdf
mx 289624 raw files
161031cngsa10_2.cdf
mx 289624 raw files
161031cngsa11_1.cdf
mx 289624 raw files
161031cngsa12_1.cdf
mx 289624 raw files
161031cngsa13_1.cdf
mx 289624 raw files
161031cngsa14_1.cdf
mx 289624 raw files
161031cngsa15_1.cdf
mx 289624 raw files
161031cngsa16_1.cdf
mx 289624 raw files
161031cngsa17_1.cdf
mx 289624 raw files
161031cngsa18_1.cdf
mx 289624 raw files
161031cngsa19_1.cdf
mx 289624 raw files
161031cngsa21_1.cdf
mx 289624 raw files
161031cngsa22_1.cdf
mx 289624 raw files
161031cngsa23_1.cdf
mx 289624 raw files
161031cngsa24_1.cdf
mx 289624 raw files
161031cngsa25_1.cdf
mx 289624 raw files
161031cngsa26_1.cdf
mx 289624 raw files
161031cngsa27_1.cdf
mx 289624 raw files
161031cngsa28_1.cdf
mx 289624 raw files
161031cngsa29_1.cdf
mx 289624 raw files
161031cngsa30_1.cdf
mx 289624 raw files
161031cngsa31_1.cdf
mx 289624 raw files
161031cngsa32_1.cdf
mx 289624 raw files
161031cngsa33_1.cdf
mx 289624 raw files
161031cngsa34_1.cdf
mx 289624 raw files
161031cngsa35_1.cdf
mx 289624 raw files
161031cngsa36_1.cdf
mx 289624 raw files
161031cngsa37_1.cdf
mx 289624 raw files
161031cngsa38_1.cdf
mx 289624 raw files
161031cngsa39_1.cdf
mx 289624 raw files
161031cngsa40_1.cdf
mx 289624 raw files
161031cngsa41_2.cdf
mx 289624 raw files
161031cngsa42_2.cdf
mx 289624 raw files
161031cngsa43_2.cdf
mx 289624 raw files
161031cngsa44_2.cdf
mx 289624 raw files
161031cngsa45_2.cdf
mx 289624 raw files
161031cngsa46_2.cdf
mx 289624 raw files
161031cngsa47_2.cdf
mx 289624 raw files
161031cngsa48_2.cdf
mx 289624 raw files
161031cngsa49_2.cdf
mx 289624 raw files
161031cngsa50_2.cdf
mx 289624 raw files/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▌      | 1141/3150 [1:07:22<1:06:09,  1.98s/it]
 36%|███▋      | 1145/3150 [1:07:22<32:51,  1.02it/s]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 36%|███▋      | 1148/3150 [1:07:26<33:44,  1.01s/it]
161101cngsa01_1.cdf
mx 289624 raw files
161101cngsa02_1.cdf
mx 289624 raw files
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mx 289624 raw files
161101cngsa04_1.cdf
mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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mx 289624 raw files
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161101cngsa26_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 74 rows!
Extracted information for 74 samples.
Processing  ST002568
No raw data detected. Ignoring ST002568
Processing  ST000908
No raw data detected. Ignoring ST000908
Processing  ST000513
No raw data detected. Ignoring ST000513
Processing  ST001386
No raw data detected. Ignoring ST001386
Processing  ST002476
No raw data detected. Ignoring ST002476
Processing  ST001906
No raw data detected. Ignoring ST001906
Processing  ST003423
Initiating REDU-table generation for AN005622
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DF-1196_1.mzXML
DF-1197_2.mzXML
DF-1198_3.mzXML
DF-1199_4.mzXML
DF-1200_5.mzXML
DF-1201_6.mzXML
DF-1202_7.mzXML
DF-1203_8.mzXML
DF-1204_9.mzXML
DF-1205_10.mzXML
DF-1206_11.mzXML
DF-1207_12.mzXML
DF-1208_13.mzXML
DF-1209_14.mzXML
DF-1210_15.mzXML
DF-1211_16.mzXML
DF-1212_17.mzXML
DF-1213_18.mzXML
DF-1214_19.mzXML
DF-1215_20.mzXML
DF-1216_21.mzXML
DF-1217_22.mzXML
DF-1218_23.mzXML
DF-1219_24.mzXML
DF-1220_25.mzXML
DF-1221_26.mzXML
DF-1222_27.mzXML
DF-1223_28.mzXML
DF-1224_29.mzXML
DF-1225_30.mzXML
DF-1226_31.mzXML
DF-1227_32.mzXML
DF-1228_33.mzXML
DF-1229_34.mzXML
DF-1230_35.mzXML
DF-1231_36.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST000670
No raw data detected. Ignoring ST000670
Processing  ST000897
No raw data detected. Ignoring ST000897
Processing  ST002752
No raw data detected. Ignoring ST002752
Processing  ST002757
Initiating REDU-table generation for AN004474
Rest length is 644
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
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CIOB_S_22.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1152/3150 [1:07:32<43:01,  1.29s/it]
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CIOB_S_411.raw
CIOB_S_412.raw
CIOB_S_413.raw
CIOB_S_414.raw
CIOB_S_415.raw
CIOB_S_416.raw
CIOB_S_417.raw
CIOB_S_418.raw
CIOB_S_419.raw
CIOB_S_42.raw
CIOB_S_420.raw
CIOB_S_421.raw
CIOB_S_422.raw
CIOB_S_423.raw
CIOB_S_424.raw
CIOB_S_425.raw
CIOB_S_426.raw
CIOB_S_427.raw
CIOB_S_428.raw
CIOB_S_429.raw
CIOB_S_43.raw
CIOB_S_430.raw
CIOB_S_431.raw
CIOB_S_432.raw
CIOB_S_433.raw
CIOB_S_434.raw
CIOB_S_435.raw
CIOB_S_436.raw
CIOB_S_437.raw
CIOB_S_438.raw
CIOB_S_439.raw
CIOB_S_44.raw
CIOB_S_440.raw
CIOB_S_441.raw
CIOB_S_442.raw
CIOB_S_443.raw
CIOB_S_444.raw
CIOB_S_445.raw
CIOB_S_446.raw
CIOB_S_447.raw
CIOB_S_448.raw
CIOB_S_449.raw
CIOB_S_45.raw
CIOB_S_450.raw
CIOB_S_451.raw
CIOB_S_452.raw
CIOB_S_453.raw
CIOB_S_454.raw
CIOB_S_455.raw
CIOB_S_456.raw
CIOB_S_457.raw
CIOB_S_458.raw
CIOB_S_459.raw
CIOB_S_46.raw
CIOB_S_460.raw
CIOB_S_461.raw
CIOB_S_462.raw
CIOB_S_463.raw
CIOB_S_47.raw
CIOB_S_48.raw
CIOB_S_49.raw
CIOB_S_5.raw
CIOB_S_50.raw
CIOB_S_51.raw
CIOB_S_52.raw
CIOB_S_53.raw
CIOB_S_54.raw
CIOB_S_55.raw
CIOB_S_56.raw
CIOB_S_57.raw
CIOB_S_58.raw
CIOB_S_59.raw
CIOB_S_6.raw
CIOB_S_60.raw
CIOB_S_61.raw
CIOB_S_62.raw
CIOB_S_63.raw
CIOB_S_64.raw
CIOB_S_65.raw
CIOB_S_66.raw
CIOB_S_67.raw
CIOB_S_68.raw
CIOB_S_69.raw
CIOB_S_7.raw
CIOB_S_70.raw
CIOB_S_71.raw
CIOB_S_72.raw
CIOB_S_73.raw
CIOB_S_74.raw
CIOB_S_75.raw
CIOB_S_76.raw
CIOB_S_77.raw
CIOB_S_78.raw
CIOB_S_79.raw
CIOB_S_8.raw
CIOB_S_80.raw
CIOB_S_81.raw
CIOB_S_82.raw
CIOB_S_83.raw
CIOB_S_84.raw
CIOB_S_85.raw
CIOB_S_86.raw
CIOB_S_87.raw
CIOB_S_88.raw
CIOB_S_89.raw
CIOB_S_9.raw
CIOB_S_90.raw
CIOB_S_91.raw
CIOB_S_92.raw
CIOB_S_93.raw
CIOB_S_94.raw
CIOB_S_95.raw
CIOB_S_96.raw
CIOB_S_97.raw
CIOB_S_98.raw
CIOB_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 644 rows!
Extracted information for 644 samples.
Processing  ST000605
No raw data detected. Ignoring ST000605
Processing  ST002797
No raw data detected. Ignoring ST002797
Processing  ST003436
Initiating REDU-table generation for AN005645
Rest length is 128
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 135.09it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005646
Rest length is 128
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 185.59it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230912 Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Blank (2).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Blank (3).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Blank (4).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Blank (5).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Blank.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-DMEM_F12 no adds (2).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-DMEM_F12 no adds (3).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-DMEM_F12 no adds.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F01 Blue 100 uM Fasnall in dFBS.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F01 Red 100 uM Fasnall in dFBS.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F02 Blue 50 uM.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F02 Red 50 uM.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F03 Blue 25 uM.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F03 Red 25 uM.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F04 Blue.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F04 Red.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F05 Blue.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F05 Red.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F06 Blue.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F06 Red.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F07 Blue.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F07 Red.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F08 Blue.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F08 Red.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F09 Blue.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F09 Red.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F10 Blue.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F10 Red.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F11 Blue.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F11 Red.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F12 Blue.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-F12 Red.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1891 15 min Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1891 15 min Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1891 15 min Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1891 15 min Plasma (2).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1891 15 min Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1892 15 min Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1892 15 min Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1892 15 min Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1892 15 min Plasma (2).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1892 15 min Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1893 15 min Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1893 15 min Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1893 15 min Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1894 1 hr Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1894 1 hr Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1894 1 hr Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1894 1 hr Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1895 1 hr Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1895 1 hr Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1895 1 hr Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1895 1 hr Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1896 1 hr Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1896 1 hr Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1896 1 hr Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1896 1 hr Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1897 2 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1897 2 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1897 2 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1897 2 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1898 2 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1898 2 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1898 2 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1899 2 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1899 2 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1899 2 hrs Liver (2).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1899 2 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1899 2 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1900 3 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1900 3 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1900 3 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1900 3 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1901 3 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1901 3 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1901 3 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1901 3 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1902 3 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1902 3 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1902 3 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1902 3 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1903 4 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1903 4 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1903 4 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1903 4 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1904 4 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1904 4 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1904 4 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1904 4 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1905 4 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1905 4 hrs Heart.mzML
Dima Fasnall PK Organs mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1155/3150 [1:07:45<1:11:12,  2.14s/it]
20230912 Dima Fasnall PK Organs-Fasnall PK 1905 4 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1905 4 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1906 6 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1906 6 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1906 6 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1906 6 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1907 6 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1907 6 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1907 6 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1907 6 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1908 6 hrs Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1908 6 hrs Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1908 6 hrs Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK 1908 6 hrs Plasma.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK Control Brain (2).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK Control Brain (3).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK Control Brain.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK Control Heart (2).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK Control Heart (3).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK Control Heart.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK Control Liver (2).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK Control Liver (3).mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Fasnall PK Control Liver.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 0.2 ng_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 1 ng_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 1 ug_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 10 ng_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 10 ug_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 100 ng_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 2 ng_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 2.5 ug_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 20 ng_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 25 ug_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 250 ng_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 5 ug_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 50 ug_ml.mzML
Dima Fasnall PK Organs mzML
20230912 Dima Fasnall PK Organs-Plasma Fasnall Std 500 ng_ml.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 128 rows!
Extracted information for 128 samples.
Processing  ST001914
Initiating REDU-table generation for AN003112
Rest length is 101
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
OA_Fecal_Metabolomics_LCMS_RawData
F_1.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_10.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_11.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_12.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_13.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_14.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_15.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_16.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_17.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_18.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_19.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_2.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_20.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_21.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_22.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_23.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_24.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_25.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_26.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_27.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_28.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_29.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_3.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_30.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_31.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_32.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_33.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_34.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_35.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_36.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_37.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_38.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_39.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_4.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_40.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_41.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_42.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_43.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_44.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_45.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_46.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_47.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_48.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_49.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_5.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_50.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_51.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_52.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_53.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_54.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_55.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_56.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_57.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_58.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_59.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_6.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_60.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_61.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_62.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_63.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_64.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_65.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_66.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_67.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_68.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_69.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_7.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_70.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_71.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_72.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_73.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_74.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_75.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_76.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_77.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_78.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_79.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_8.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_80.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_81.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_82.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_83.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_84.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_85.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_86.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_87.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_88.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_89.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_9.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_90.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_91.raw
OA_Fecal_Metabolomics_LCMS_RawData
F_92.raw
OA_Fecal_Metabolomics_LCMS_RawData
SP_1.raw
OA_Fecal_Metabolomics_LCMS_RawData
SP_2.raw
OA_Fecal_Metabolomics_LCMS_RawData
SP_3.raw
OA_Fecal_Metabolomics_LCMS_RawData
SP_4.raw
OA_Fecal_Metabolomics_LCMS_RawData
SP_5.raw
OA_Fecal_Metabolomics_LCMS_RawData
SP_6.raw
OA_Fecal_Metabolomics_LCMS_RawData
SP_7.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1156/3150 [1:07:48<1:14:26,  2.24s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1157/3150 [1:07:51<1:20:47,  2.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1158/3150 [1:07:54<1:22:33,  2.49s/it]
 37%|███▋      | 1160/3150 [1:07:54<55:22,  1.67s/it]  
OA_Fecal_Metabolomics_LCMS_RawData
SP_8.raw
OA_Fecal_Metabolomics_LCMS_RawData
SP_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 101 rows!
Extracted information for 101 samples.
Processing  ST003086
Initiating REDU-table generation for AN005046
Rest length is 14
raw file key found.
Initiating REDU-table generation for AN005047
Rest length is 14
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20220527_QEF1-HILIC_MIAshortRepeat_BP986.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP987.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP988.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP989.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP990.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP991.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP992.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP993.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP994.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP995.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP996.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP997.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP998.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP999.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST001850
Initiating REDU-table generation for AN002997
Rest length is 18
raw file key found.
Initiating REDU-table generation for AN002998
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
210111_AA_PLKO_1.mzML
210111_AA_PLKO_2.mzML
210111_AA_PLKO_3.mzML
210111_AA_Tugl-KD_1.mzML
210111_AA_Tugl-KD_2.mzML
210111_AA_Tugl-KD_3.mzML
210111_AA_Tugl-KD_PGCOE_1.mzML
210111_AA_Tugl-KD_PGCOE_2.mzML
210111_AA_Tugl-KD_PGCOE_3.mzML
210111_Cells_PLKO_1.mzML
210111_Cells_PLKO_2.mzML
210111_Cells_PLKO_3.mzML
210111_Cells_Tug1-KD_1.mzML
210111_Cells_Tug1-KD_2.mzML
210111_Cells_Tug1-KD_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST001224
No raw data detected. Ignoring ST001224
Processing  ST002236
No raw data detected. Ignoring ST002236
Processing  ST002284
Initiating REDU-table generation for AN003732
Rest length is 180
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003733
Rest length is 180
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
WSplusLipid
LS21_049_Lip_Org_S01_1m_WT_1.mzML
WSplusLipid
LS21_049_Lip_Org_S02_1m_WT_2.mzML
WSplusLipid
LS21_049_Lip_Org_S03_1m_WT_3.mzML
WSplusLipid
LS21_049_Lip_Org_S04_1m_WT_4.mzML
WSplusLipid
LS21_049_Lip_Org_S05_1m_WT_5.mzML
WSplusLipid
LS21_049_Lip_Org_S06_1m_PT_1.mzML
WSplusLipid
LS21_049_Lip_Org_S07_1m_PT_2.mzML
WSplusLipid
LS21_049_Lip_Org_S08_1m_PT_3.mzML
WSplusLipid
LS21_049_Lip_Org_S09_1m_PT_4.mzML
WSplusLipid
LS21_049_Lip_Org_S10_1m_PT_5.mzML
WSplusLipid
LS21_049_Lip_Org_S11_1m_PTCC_1.mzML
WSplusLipid
LS21_049_Lip_Org_S12_1m_PTCC_2.mzML
WSplusLipid
LS21_049_Lip_Org_S13_1m_PTCC_3.mzML
WSplusLipid
LS21_049_Lip_Org_S14_1m_PTCC_4.mzML
WSplusLipid
LS21_049_Lip_Org_S15_1m_PTCC_5.mzML
WSplusLipid
LS21_049_Lip_Org_S16_1m_PTN_1.mzML
WSplusLipid
LS21_049_Lip_Org_S17_1m_PTN_2.mzML
WSplusLipid
LS21_049_Lip_Org_S18_1m_PTN_3.mzML
WSplusLipid
LS21_049_Lip_Org_S19_1m_PTN_4.mzML
WSplusLipid
LS21_049_Lip_Org_S20_1m_PTN_5.mzML
WSplusLipid
LS21_049_Lip_Org_S21_4m_WT_1.mzML
WSplusLipid
LS21_049_Lip_Org_S22_4m_WT_2.mzML
WSplusLipid
LS21_049_Lip_Org_S23_4m_WT_3.mzML
WSplusLipid
LS21_049_Lip_Org_S24_4m_WT_4.mzML
WSplusLipid
LS21_049_Lip_Org_S25_4m_WT_5.mzML
WSplusLipid
LS21_049_Lip_Org_S26_4m_PT_1.mzML
WSplusLipid
LS21_049_Lip_Org_S27_4m_PT_2.mzML
WSplusLipid
LS21_049_Lip_Org_S28_4m_PT_3.mzML
WSplusLipid
LS21_049_Lip_Org_S29_4m_PT_4.mzML
WSplusLipid
LS21_049_Lip_Org_S30_4m_PT_5.mzML
WSplusLipid
LS21_049_Lip_Org_S31_4m_PTCC_1.mzML
WSplusLipid
LS21_049_Lip_Org_S32_4m_PTCC_2.mzML
WSplusLipid
LS21_049_Lip_Org_S33_4m_PTCC_3.mzML
WSplusLipid
LS21_049_Lip_Org_S34_4m_PTCC_4.mzML
WSplusLipid
LS21_049_Lip_Org_S35_4m_PTCC_5.mzML
WSplusLipid
LS21_049_Lip_Org_S36_4m_PTN_1.mzML
WSplusLipid
LS21_049_Lip_Org_S37_4m_PTN_2.mzML
WSplusLipid
LS21_049_Lip_Org_S38_4m_PTN_3.mzML
WSplusLipid
LS21_049_Lip_Org_S39_4m_PTN_4.mzML
WSplusLipid
LS21_049_Lip_Org_S40_4m_PTN_5.mzML
WSplusLipid
LS21_049_Med_Lip_S01_1m_WT_1.mzML
WSplusLipid
LS21_049_Med_Lip_S02_1m_WT_2.mzML
WSplusLipid
LS21_049_Med_Lip_S03_1m_WT_3.mzML
WSplusLipid
LS21_049_Med_Lip_S04_1m_WT_4.mzML
WSplusLipid
LS21_049_Med_Lip_S05_1m_WT_5.mzML
WSplusLipid
LS21_049_Med_Lip_S06_1m_PT_1.mzML
WSplusLipid
LS21_049_Med_Lip_S07_1m_PT_2.mzML
WSplusLipid
LS21_049_Med_Lip_S08_1m_PT_3.mzML
WSplusLipid
LS21_049_Med_Lip_S09_1m_PT_4.mzML
WSplusLipid
LS21_049_Med_Lip_S10_1m_PT_5.mzML
WSplusLipid
LS21_049_Med_Lip_S11_1m_PTCC_1.mzML
WSplusLipid
LS21_049_Med_Lip_S12_1m_PTCC_2.mzML
WSplusLipid
LS21_049_Med_Lip_S13_1m_PTCC_3.mzML
WSplusLipid
LS21_049_Med_Lip_S14_1m_PTCC_4.mzML
WSplusLipid
LS21_049_Med_Lip_S15_1m_PTCC_5.mzML
WSplusLipid
LS21_049_Med_Lip_S16_1m_PTN_1.mzML
WSplusLipid
LS21_049_Med_Lip_S17_1m_PTN_2.mzML
WSplusLipid
LS21_049_Med_Lip_S18_1m_PTN_3.mzML
WSplusLipid
LS21_049_Med_Lip_S19_1m_PTN_4.mzML
WSplusLipid
LS21_049_Med_Lip_S20_1m_PTN_5.mzML
WSplusLipid
LS21_049_Med_Lip_S21_1m_woCells_1.mzML
WSplusLipid
LS21_049_Med_Lip_S22_1m_woCells_2.mzML
WSplusLipid
LS21_049_Med_Lip_S23_1m_woCells_3.mzML
WSplusLipid
LS21_049_Med_Lip_S24_1m_woCells_4.mzML
WSplusLipid
LS21_049_Med_Lip_S25_1m_woCells_5.mzML
WSplusLipid
LS21_049_Med_Lip_S26_4m_WT_1.mzML
WSplusLipid
LS21_049_Med_Lip_S27_4m_WT_2.mzML
WSplusLipid
LS21_049_Med_Lip_S28_4m_WT_3.mzML
WSplusLipid
LS21_049_Med_Lip_S29_4m_WT_4.mzML
WSplusLipid
LS21_049_Med_Lip_S30_4m_WT_5.mzML
WSplusLipid
LS21_049_Med_Lip_S31_4m_PT_1.mzML
WSplusLipid
LS21_049_Med_Lip_S32_4m_PT_2.mzML
WSplusLipid
LS21_049_Med_Lip_S33_4m_PT_3.mzML
WSplusLipid
LS21_049_Med_Lip_S34_4m_PT_4.mzML
WSplusLipid
LS21_049_Med_Lip_S35_4m_PT_5.mzML
WSplusLipid
LS21_049_Med_Lip_S36_4m_PTCC_1.mzML
WSplusLipid
LS21_049_Med_Lip_S37_4m_PTCC_2.mzML
WSplusLipid
LS21_049_Med_Lip_S38_4m_PTCC_3.mzML
WSplusLipid
LS21_049_Med_Lip_S39_4m_PTCC_4.mzML
WSplusLipid
LS21_049_Med_Lip_S40_4m_PTCC_5.mzML
WSplusLipid
LS21_049_Med_Lip_S41_4m_PTN_1.mzML
WSplusLipid
LS21_049_Med_Lip_S42_4m_PTN_2.mzML
WSplusLipid
LS21_049_Med_Lip_S43_4m_PTN_3.mzML
WSplusLipid
LS21_049_Med_Lip_S44_4m_PTN_4.mzML
WSplusLipid
LS21_049_Med_Lip_S45_4m_PTN_5.mzML
WSplusLipid
LS21_049_Med_Lip_S46_4m_woCells_1.mzML
WSplusLipid
LS21_049_Med_Lip_S47_4m_woCells_2.mzML
WSplusLipid
LS21_049_Med_Lip_S48_4m_woCells_3.mzML
WSplusLipid
LS21_049_Med_Lip_S49_4m_woCells_4.mzML
WSplusLipid
LS21_049_Med_Lip_S50_4m_woCells_5.mzML
WSplusLipid
LS21_049_Med_S01_1m_WT_1.mzML
WSplusLipid
LS21_049_Med_S02_1m_WT_2.mzML
WSplusLipid
LS21_049_Med_S03_1m_WT_3.mzML
WSplusLipid
LS21_049_Med_S04_1m_WT_4.mzML
WSplusLipid
LS21_049_Med_S05_1m_WT_5.mzML
WSplusLipid
LS21_049_Med_S06_1m_PT_1.mzML
WSplusLipid
LS21_049_Med_S07_1m_PT_2.mzML
WSplusLipid
LS21_049_Med_S08_1m_PT_3.mzML
WSplusLipid
LS21_049_Med_S09_1m_PT_4.mzML
WSplusLipid
LS21_049_Med_S10_1m_PT_5.mzML
WSplusLipid
LS21_049_Med_S11_1m_PTCC_1.mzML
WSplusLipid
LS21_049_Med_S12_1m_PTCC_2.mzML
WSplusLipid
LS21_049_Med_S13_1m_PTCC_3.mzML
WSplusLipid
LS21_049_Med_S14_1m_PTCC_4.mzML
WSplusLipid
LS21_049_Med_S15_1m_PTCC_5.mzML
WSplusLipid
LS21_049_Med_S16_1m_PTN_1.mzML
WSplusLipid
LS21_049_Med_S17_1m_PTN_2.mzML
WSplusLipid
LS21_049_Med_S18_1m_PTN_3.mzML
WSplusLipid
LS21_049_Med_S19_1m_PTN_4.mzML
WSplusLipid
LS21_049_Med_S20_1m_PTN_5.mzML
WSplusLipid
LS21_049_Med_S21_1m_woCells_1.mzML
WSplusLipid
LS21_049_Med_S22_1m_woCells_2.mzML
WSplusLipid
LS21_049_Med_S23_1m_woCells_3.mzML
WSplusLipid
LS21_049_Med_S24_1m_woCells_4.mzML
WSplusLipid
LS21_049_Med_S25_1m_woCells_5.mzML
WSplusLipid
LS21_049_Med_S26_4m_WT_1.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1161/3150 [1:07:58<1:11:39,  2.16s/it]
WSplusLipid
LS21_049_Med_S27_4m_WT_2.mzML
WSplusLipid
LS21_049_Med_S28_4m_WT_3.mzML
WSplusLipid
LS21_049_Med_S29_4m_WT_4.mzML
WSplusLipid
LS21_049_Med_S30_4m_WT_5.mzML
WSplusLipid
LS21_049_Med_S31_4m_PT_1.mzML
WSplusLipid
LS21_049_Med_S32_4m_PT_2.mzML
WSplusLipid
LS21_049_Med_S33_4m_PT_3.mzML
WSplusLipid
LS21_049_Med_S34_4m_PT_4.mzML
WSplusLipid
LS21_049_Med_S35_4m_PT_5.mzML
WSplusLipid
LS21_049_Med_S36_4m_PTCC_1.mzML
WSplusLipid
LS21_049_Med_S37_4m_PTCC_2.mzML
WSplusLipid
LS21_049_Med_S38_4m_PTCC_3.mzML
WSplusLipid
LS21_049_Med_S39_4m_PTCC_4.mzML
WSplusLipid
LS21_049_Med_S40_4m_PTCC_5.mzML
WSplusLipid
LS21_049_Med_S41_4m_PTN_1.mzML
WSplusLipid
LS21_049_Med_S42_4m_PTN_2.mzML
WSplusLipid
LS21_049_Med_S43_4m_PTN_3.mzML
WSplusLipid
LS21_049_Med_S44_4m_PTN_4.mzML
WSplusLipid
LS21_049_Med_S45_4m_PTN_5.mzML
WSplusLipid
LS21_049_Med_S46_4m_woCells_1.mzML
WSplusLipid
LS21_049_Med_S47_4m_woCells_2.mzML
WSplusLipid
LS21_049_Med_S48_4m_woCells_3.mzML
WSplusLipid
LS21_049_Med_S49_4m_woCells_4.mzML
WSplusLipid
LS21_049_Med_S50_4m_woCells_5.mzML
WSplusLipid
LS21_049_Org_S01_1m_WT_1.mzML
WSplusLipid
LS21_049_Org_S02_1m_WT_2.mzML
WSplusLipid
LS21_049_Org_S03_1m_WT_3.mzML
WSplusLipid
LS21_049_Org_S04_1m_WT_4.mzML
WSplusLipid
LS21_049_Org_S05_1m_WT_5.mzML
WSplusLipid
LS21_049_Org_S06_1m_PT_1.mzML
WSplusLipid
LS21_049_Org_S07_1m_PT_2.mzML
WSplusLipid
LS21_049_Org_S08_1m_PT_3.mzML
WSplusLipid
LS21_049_Org_S08_1m_PT_4.mzML
WSplusLipid
LS21_049_Org_S10_1m_PT_5.mzML
WSplusLipid
LS21_049_Org_S11_1m_PTCC_1.mzML
WSplusLipid
LS21_049_Org_S12_1m_PTCC_2.mzML
WSplusLipid
LS21_049_Org_S13_1m_PTCC_3.mzML
WSplusLipid
LS21_049_Org_S14_1m_PTCC_4.mzML
WSplusLipid
LS21_049_Org_S15_1m_PTCC_5.mzML
WSplusLipid
LS21_049_Org_S16_1m_PTN_1.mzML
WSplusLipid
LS21_049_Org_S17_1m_PTN_2.mzML
WSplusLipid
LS21_049_Org_S18_1m_PTN_3.mzML
WSplusLipid
LS21_049_Org_S19_1m_PTN_4.mzML
WSplusLipid
LS21_049_Org_S20_1m_PTN_5.mzML
WSplusLipid
LS21_049_Org_S21_4m_WT_1.mzML
WSplusLipid
LS21_049_Org_S22_4m_WT_2.mzML
WSplusLipid
LS21_049_Org_S23_4m_WT_3.mzML
WSplusLipid
LS21_049_Org_S24_4m_WT_4.mzML
WSplusLipid
LS21_049_Org_S25_4m_WT_5.mzML
WSplusLipid
LS21_049_Org_S26_4m_PT_1.mzML
WSplusLipid
LS21_049_Org_S27_4m_PT_2.mzML
WSplusLipid
LS21_049_Org_S28_4m_PT_3.mzML
WSplusLipid
LS21_049_Org_S29_4m_PT_4.mzML
WSplusLipid
LS21_049_Org_S30_4m_PT_5.mzML
WSplusLipid
LS21_049_Org_S31_4m_PTCC_1.mzML
WSplusLipid
LS21_049_Org_S32_4m_PTCC_2.mzML
WSplusLipid
LS21_049_Org_S33_4m_PTCC_3.mzML
WSplusLipid
LS21_049_Org_S34_4m_PTCC_4.mzML
WSplusLipid
LS21_049_Org_S35_4m_PTCC_5.mzML
WSplusLipid
LS21_049_Org_S36_4m_PTN_1.mzML
WSplusLipid
LS21_049_Org_S37_4m_PTN_2.mzML
WSplusLipid
LS21_049_Org_S38_4m_PTN_3.mzML
WSplusLipid
LS21_049_Org_S39_4m_PTN_4.mzML
WSplusLipid
LS21_049_Org_S40_4m_PTN_5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 180 rows!
Extracted information for 180 samples.
Processing  ST001272
Initiating REDU-table generation for AN002112
Rest length is 120
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/120 [00:00<?, ?it/s]

Mapping potential matches:  72%|███████▏  | 86/120 [00:00<00:00, 852.05it/s]
Mapping potential matches: 100%|██████████| 120/120 [00:00<00:00, 846.30it/s]

 37%|███▋      | 1162/3150 [1:07:59<1:02:30,  1.89s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001930
Initiating REDU-table generation for AN003138
Rest length is 420
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
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Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_031.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_037.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_043.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_049.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_055.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_061.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1163/3150 [1:08:07<1:47:11,  3.24s/it]
VT_130920_067.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_073.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_079.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_085.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_091.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_097.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_103.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_109.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_115.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_121.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130920_127.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_001.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_007.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_013.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_019.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_025.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_031.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_037.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_043.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_049.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_055.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_061.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_067.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_073.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_079.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_085.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_091.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_097.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_103.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_109.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_115.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_121.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130921_127.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_001.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_007.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_013.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_019.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_025.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_031.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_037.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_043.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_049.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_055.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_061.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_067.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_073.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_079.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_085.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_091.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_097.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_103.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_109.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_115.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_121.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130922_127.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_001.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_007.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_013.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_019.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_025.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_031.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_037.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_043.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_049.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_055.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_061.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_067.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_073.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_079.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_085.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_091.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_097.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_103.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_109.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_115.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_121.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130923_127.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_001.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_007.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_013.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_019.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_025.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_031.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_037.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_043.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_049.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_055.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_061.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_067.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_073.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_079.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_085.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_091.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_097.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_103.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_109.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_115.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_121.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_127.mzXML
Walker_C18Pos_Trucker_Metabolomics_mzXML_Files
VT_130924_133.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 840 rows!
Extracted information for 840 samples.
Processing  ST002801
Initiating REDU-table generation for AN004557
Rest length is 32
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx415483_saline
180726aJKsa38_1.cdf
mx415483_saline
180726aJKsa45_1.cdf
mx415483_saline
180726aJKsa47_1.cdf
mx415483_saline
180727aJKsa02_1.cdf
mx415483_saline
180727aJKsa06_1.cdf
mx415483_saline
180727aJKsa09_1.cdf
mx415483_saline
180727aJKsa14_1.cdf
mx415483_saline
180727aJKsa21_1.cdf
mx415483_saline
180727aJKsa27_1.cdf
mx415483_saline
180727aJKsa31_1.cdf
mx415483_saline
180727aJKsa32_1.cdf
mx415483_saline
180727aJKsa35_1.cdf
mx415483_saline
180727aJKsa37_1.cdf
mx415483_saline
180727aJKsa41_1.cdf
mx415483_saline
180727aJKsa43_1.cdf
mx415483_saline
180727aJKsa44_1.cdf
mx415483_saline
180727aJKsa47_1.cdf
mx415483_saline
180727aJKsa49_1.cdf
mx415483_saline
180728aJKsa15_1.cdf
mx415483_saline
180728aJKsa17_1.cdf
mx415483_saline
180728aJKsa18_1.cdf
mx415483_saline
180728aJKsa27_1.cdf
mx415483_saline
180728aJKsa28_1.cdf
mx415483_saline
180728aJKsa36_1.cdf
mx415483_saline
180728aJKsa42_1.cdf
mx415483_saline
180728aJKsa48_1.cdf
mx415483_saline
180729aJKsa03_1.cdf
mx415483_saline
180729aJKsa04_1.cdf
mx415483_saline
180729aJKsa05_1.cdf
mx415483_saline
180729aJKsa07_1.cdf
mx415483_saline
180729aJKsa08_1.cdf
mx415483_saline
180729aJKsa13_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1164/3150 [1:08:10<1:46:02,  3.20s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1165/3150 [1:08:13<1:41:44,  3.08s/it]
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST003342
Initiating REDU-table generation for AN005477
Rest length is 90
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzML
20210830_K1.mzML
mzML
20210830_K10.mzML
mzML
20210830_K11.mzML
mzML
20210830_K12.mzML
mzML
20210830_K13.mzML
mzML
20210830_K14.mzML
mzML
20210830_K15.mzML
mzML
20210830_K16.mzML
mzML
20210830_K17.mzML
mzML
20210830_K18.mzML
mzML
20210830_K19.mzML
mzML
20210830_K2.mzML
mzML
20210830_K20.mzML
mzML
20210830_K21.mzML
mzML
20210830_K3.mzML
mzML
20210830_K4.mzML
mzML
20210830_K5.mzML
mzML
20210830_K6.mzML
mzML
20210830_K7.mzML
mzML
20210830_K8.mzML
mzML
20210830_K9.mzML
mzML
20210901_K22.mzML
mzML
20210901_K23.mzML
mzML
20210901_K24.mzML
mzML
20210901_K25.mzML
mzML
20210901_K26.mzML
mzML
20210901_K27.mzML
mzML
20210901_K28.mzML
mzML
20210901_K29.mzML
mzML
20210901_K30.mzML
mzML
20210901_K31.mzML
mzML
20210901_K32.mzML
mzML
20210901_K33.mzML
mzML
20210901_K34.mzML
mzML
20210901_K35.mzML
mzML
20210901_K36.mzML
mzML
20210901_K37.mzML
mzML
20210901_K38.mzML
mzML
20210901_K39.mzML
mzML
20210901_K40.mzML
mzML
20210901_K41.mzML
mzML
20210901_K42.mzML
mzML
20210902_K43.mzML
mzML
20210902_K44.mzML
mzML
20210902_K45.mzML
mzML
20211213_K308.mzML
mzML
20211215_K280.mzML
mzML
20211215_K281.mzML
mzML
20211215_K282.mzML
mzML
20211215_K283.mzML
mzML
20211215_K284.mzML
mzML
20211215_K285.mzML
mzML
20211215_K286.mzML
mzML
20211215_K287.mzML
mzML
20211215_K288.mzML
mzML
20211215_K289.mzML
mzML
20211215_K290.mzML
mzML
20211215_K291.mzML
mzML
20211215_K292.mzML
mzML
20211215_K293.mzML
mzML
20211215_K294.mzML
mzML
20211215_K295.mzML
mzML
20211215_K296.mzML
mzML
20211215_K297.mzML
mzML
20211215_K298B.mzML
mzML
20211215_K299.mzML
mzML
20211215_K300.mzML
mzML
20211215_K301.mzML
mzML
20211215_K302.mzML
mzML
20211215_K303B.mzML
mzML
20211215_K304.mzML
mzML
20211215_K305.mzML
mzML
20211215_K306.mzML
mzML
20211215_K307.mzML
mzML
20211215_K309.mzML
mzML
20211215_K310.mzML
mzML
20211215_K311.mzML
mzML
20211215_K312.mzML
mzML
20211215_K313.mzML
mzML
20211215_K314.mzML
mzML
20211215_K315.mzML
mzML
20211215_K316.mzML
mzML
20211215_K317.mzML
mzML
20211215_K318.mzML
mzML
20211215_K319.mzML
mzML
20211215_K320.mzML
mzML
20211215_K321.mzML
mzML
20211215_K322.mzML
mzML
20211215_K323.mzML
mzML
20211215_K324.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 90 rows!
Extracted information for 90 samples.
Processing  ST002409
Initiating REDU-table generation for AN003926
Rest length is 331
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CSHpos_021121_1411.raw
CSHpos_021121_1412.raw
CSHpos_021121_1413.raw
CSHpos_021121_1414.raw
CSHpos_021121_1415.raw
CSHpos_021121_1416.raw
CSHpos_021121_1417.raw
CSHpos_021121_1418.raw
CSHpos_021121_1419.raw
CSHpos_021121_1420.raw
CSHpos_021121_1421.raw
CSHpos_021121_1422.raw
CSHpos_021121_1423.raw
CSHpos_021121_1424.raw
CSHpos_021121_1425.raw
CSHpos_021121_1426.raw
CSHpos_021121_1427.raw
CSHpos_021121_1428.raw
CSHpos_021121_1429.raw
CSHpos_021121_1430.raw
CSHpos_021121_1431.raw
CSHpos_021121_1432.raw
CSHpos_021121_1433.raw
CSHpos_021121_1434.raw
CSHpos_021121_1435.raw
CSHpos_021121_1436.raw
CSHpos_021121_1437.raw
CSHpos_021121_1438.raw
CSHpos_021121_1439.raw
CSHpos_021121_1440.raw
CSHpos_021121_1441.raw
CSHpos_021121_1442.raw
CSHpos_021121_1443.raw
CSHpos_021121_1444.raw
CSHpos_021121_1445.raw
CSHpos_021121_1446.raw
CSHpos_021121_1447.raw
CSHpos_021121_1448.raw
CSHpos_021121_1449.raw
CSHpos_021121_1450.raw
CSHpos_021121_1451.raw
CSHpos_021121_1452.raw
CSHpos_021121_1453.raw
CSHpos_021121_1454.raw
CSHpos_021121_1455.raw
CSHpos_021121_1456.raw
CSHpos_021121_1457.raw
CSHpos_021121_1458.raw
CSHpos_021121_1459.raw
CSHpos_021121_1460.raw
CSHpos_021121_1461.raw
CSHpos_021121_1462.raw
CSHpos_021121_1463.raw
CSHpos_021121_1464.raw
CSHpos_021121_1465.raw
CSHpos_021121_1466.raw
CSHpos_021121_1467.raw
CSHpos_021121_1468.raw
CSHpos_021121_1469.raw
CSHpos_021121_1470.raw
CSHpos_021121_1471.raw
CSHpos_021121_1473.raw
CSHpos_021121_1474.raw
CSHpos_021121_1475.raw
CSHpos_021121_1476.raw
CSHpos_021121_1477.raw
CSHpos_021121_1478.raw
CSHpos_021121_1479.raw
CSHpos_021121_1480.raw
CSHpos_021121_1481.raw
CSHpos_021121_1482.raw
CSHpos_021121_1483.raw
CSHpos_021121_1484.raw
CSHpos_021121_1485.raw
CSHpos_021121_1486.raw
CSHpos_021121_1487.raw
CSHpos_021121_1488.raw
CSHpos_021121_1489.raw
CSHpos_021121_1490.raw
CSHpos_021121_1491.raw
CSHpos_021121_1492.raw
CSHpos_021121_1493.raw
CSHpos_021121_1494.raw
CSHpos_021121_1495.raw
CSHpos_021121_1496.raw
CSHpos_021121_1497.raw
CSHpos_021121_1498.raw
CSHpos_021121_1499.raw
CSHpos_021121_1500.raw
CSHpos_021121_1501.raw
CSHpos_021121_1502.raw
CSHpos_021121_1503.raw
CSHpos_021121_1504.raw
CSHpos_021121_1505.raw
CSHpos_021121_1506.raw
CSHpos_021121_1507.raw
CSHpos_021121_1508.raw
CSHpos_021121_1509.raw
CSHpos_021121_1510.raw
CSHpos_021121_1511.raw
CSHpos_021121_1512.raw
CSHpos_021121_1513.raw
CSHpos_021121_1514.raw
CSHpos_021121_1515.raw
CSHpos_021121_1516.raw
CSHpos_021121_1517.raw
CSHpos_021121_1518.raw
CSHpos_021121_1519.raw
CSHpos_021121_1520.raw
CSHpos_021121_1521.raw
CSHpos_021121_1522.raw
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CSHpos_021121_1555.raw
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CSHpos_021121_1557.raw
CSHpos_021121_1558.raw
CSHpos_021121_1559.raw
CSHpos_021121_1560.raw
CSHpos_021121_1561.raw
CSHpos_021121_1562.raw
CSHpos_021121_1563.raw
CSHpos_021121_1897.raw
CSHpos_021121_1898.raw
CSHpos_021121_1899.raw
CSHpos_021121_1900.raw
CSHpos_021121_1901.raw
CSHpos_021121_1902.raw
CSHpos_021121_1903.raw
CSHpos_021121_1904.raw
CSHpos_021121_1905.raw
CSHpos_021121_1906.raw
CSHpos_021121_1907.raw
CSHpos_021121_1908.raw
CSHpos_021121_1909.raw
CSHpos_021121_1910.raw
CSHpos_021121_1911.raw
CSHpos_021121_1912.raw
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CSHpos_021121_1914.raw
CSHpos_021121_1915.raw
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CSHpos_021121_1917.raw
CSHpos_021121_1918.raw
CSHpos_021121_1919.raw
CSHpos_021121_1920.raw
CSHpos_021121_1921.raw
CSHpos_021121_1922.raw
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CSHpos_021121_1967.raw
CSHpos_021121_1968.raw
CSHpos_021121_1969.raw
CSHpos_021121_1970.raw
CSHpos_021121_1971.raw
CSHpos_021121_1972.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1166/3150 [1:08:17<1:53:29,  3.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1168/3150 [1:08:20<1:27:07,  2.64s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1172/3150 [1:08:23<51:02,  1.55s/it]  
CSHpos_021121_1973.raw
CSHpos_021121_1974.raw
CSHpos_021121_1975.raw
CSHpos_021121_1976.raw
CSHpos_021121_1977.raw
CSHpos_021121_1978.raw
CSHpos_021121_1979.raw
CSHpos_021121_1980.raw
CSHpos_021121_1981.raw
CSHpos_021121_1982.raw
CSHpos_021121_1983.raw
CSHpos_021121_1984.raw
CSHpos_021121_1985.raw
CSHpos_021121_1986.raw
CSHpos_021121_1987.raw
CSHpos_021121_1988.raw
CSHpos_021121_1989.raw
CSHpos_021121_1990.raw
CSHpos_021121_1991.raw
CSHpos_021121_1992.raw
CSHpos_021121_1993.raw
CSHpos_021121_1994.raw
CSHpos_021121_1995.raw
CSHpos_021121_1996.raw
CSHpos_021121_1997.raw
CSHpos_021121_1998.raw
CSHpos_021121_1999.raw
CSHpos_021121_2000.raw
CSHpos_021121_2001.raw
CSHpos_021121_2002.raw
CSHpos_021121_2003.raw
CSHpos_021121_2004.raw
CSHpos_021121_2005.raw
CSHpos_021121_2006.raw
CSHpos_021121_2007.raw
CSHpos_021121_2008.raw
CSHpos_021121_2009.raw
CSHpos_021121_2010.raw
CSHpos_021121_2011.raw
CSHpos_021121_2012.raw
CSHpos_021121_2013.raw
CSHpos_021121_2014.raw
CSHpos_021121_2015.raw
CSHpos_021121_2016.raw
CSHpos_021121_2017.raw
CSHpos_021121_2018.raw
CSHpos_021121_2019.raw
CSHpos_021121_2126.raw
CSHpos_021121_2127.raw
CSHpos_021121_2128.raw
CSHpos_021121_2129.raw
CSHpos_021121_2130.raw
CSHpos_021121_2131.raw
CSHpos_021121_2133.raw
CSHpos_021121_2134.raw
CSHpos_021121_2135.raw
CSHpos_021121_2136.raw
CSHpos_021121_2137.raw
CSHpos_021121_2150.raw
CSHpos_021121_2151.raw
CSHpos_021121_2159.raw
CSHpos_021121_2161.raw
CSHpos_021121_2162.raw
CSHpos_021121_2164.raw
CSHpos_021121_2165.raw
CSHpos_021121_2166.raw
CSHpos_021121_2167.raw
CSHpos_021121_2168.raw
CSHpos_021121_2169.raw
CSHpos_021121_2170.raw
CSHpos_021121_2171.raw
CSHpos_021121_2172.raw
CSHpos_021121_2173.raw
CSHpos_021121_2174.raw
CSHpos_021121_2175.raw
CSHpos_021121_2176.raw
CSHpos_021121_2177.raw
CSHpos_021121_2178.raw
CSHpos_021121_2179.raw
CSHpos_021121_2180.raw
CSHpos_021121_2181.raw
CSHpos_021121_2195.raw
CSHpos_021121_2196.raw
CSHpos_021121_2197.raw
CSHpos_021121_2198.raw
CSHpos_021121_2199.raw
CSHpos_021121_2200.raw
CSHpos_021121_2201.raw
CSHpos_021121_2475.raw
CSHpos_021121_2476.raw
CSHpos_021121_2477.raw
CSHpos_021121_2478.raw
CSHpos_021121_2479.raw
CSHpos_021121_2480.raw
CSHpos_021121_2481.raw
CSHpos_021121_2482.raw
CSHpos_021121_2483.raw
CSHpos_021121_2484.raw
CSHpos_021121_2556.raw
CSHpos_021121_2557.raw
CSHpos_021121_2558.raw
CSHpos_021121_2559.raw
CSHpos_021121_2560.raw
CSHpos_021121_2561.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 331 rows!
Extracted information for 331 samples.
Processing  ST000212
No raw data detected. Ignoring ST000212
Processing  ST002645
Initiating REDU-table generation for AN004317
Rest length is 68
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217015510.raw
90218015510.raw
90222015510.raw
90223015510.raw
90225015510.raw
90227015510.raw
90229015510.raw
90232015510.raw
90237015510.raw
90239015510.raw
90245015510.raw
90248015510.raw
90251015510.raw
90252015510.raw
90254015510.raw
90258015510.raw
90259015510.raw
90265015510.raw
90266015510.raw
90267015510.raw
90280015510.raw
90281015510.raw
90283015510.raw
90289015510.raw
90292015510.raw
90406015510.raw
90410015510.raw
90412015510.raw
90416015510.raw
90420015510.raw
90421015510.raw
90422015510.raw
90423015510.raw
90426015510.raw
90430015510.raw
90439015510.raw
90441015510.raw
90444015510.raw
90449015510.raw
90450015510.raw
90559015510.raw
90560015510.raw
90564015510.raw
90567015510.raw
90571015510.raw
90576015510.raw
90578015510.raw
90581015510.raw
90585015510.raw
90587015510.raw
IPE_Reference_Gastrocnemius.raw
IPE_Reference_Gastrocnemius02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
SED_Reference_Gastrocnemius.raw
SED_Reference_Gastrocnemius02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 68 rows!
Extracted information for 68 samples.
Processing  ST000584
No raw data detected. Ignoring ST000584
Processing  ST001616
No raw data detected. Ignoring ST001616
Processing  ST000816
No raw data detected. Ignoring ST000816
Processing  ST003100
Initiating REDU-table generation for AN005071
Rest length is 50
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
WangYaRu-P220801178.mzML
WangYaRu-P220801179.mzML
WangYaRu-P220801180.mzML
WangYaRu-P220801181.mzML
WangYaRu-P220801182.mzML
WangYaRu-P220801183.mzML
WangYaRu-P220801184.mzML
WangYaRu-P220801185.mzML
WangYaRu-P220801186.mzML
WangYaRu-P220801187.mzML
WangYaRu-P220801200.mzML
WangYaRu-P220801201.mzML
WangYaRu-P220801202.mzML
WangYaRu-P220801203.mzML
WangYaRu-P220801204.mzML
WangYaRu-P220801205.mzML
WangYaRu-P220801206.mzML
WangYaRu-P220801207.mzML
WangYaRu-P220801208.mzML
WangYaRu-P220801209.mzML
WangYaRu-P220801222.mzML
WangYaRu-P220801223.mzML
WangYaRu-P220801224.mzML
WangYaRu-P220801225.mzML
WangYaRu-P220801226.mzML
WangYaRu-P220801227.mzML
WangYaRu-P220801228.mzML
WangYaRu-P220801229.mzML
WangYaRu-P220801230.mzML
WangYaRu-P220801231.mzML
WangYaRu-P220801244.mzML
WangYaRu-P220801245.mzML
WangYaRu-P220801246.mzML
WangYaRu-P220801247.mzML
WangYaRu-P220801248.mzML
WangYaRu-P220801249.mzML
WangYaRu-P220801250.mzML
WangYaRu-P220801251.mzML
WangYaRu-P220801252.mzML
WangYaRu-P220801253.mzML
WangYaRu-P220801266.mzML
WangYaRu-P220801267.mzML
WangYaRu-P220801268.mzML
WangYaRu-P220801269.mzML
WangYaRu-P220801270.mzML
WangYaRu-P220801271.mzML
WangYaRu-P220801272.mzML
WangYaRu-P220801273.mzML
WangYaRu-P220801274.mzML
WangYaRu-P220801275.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST000850
No raw data detected. Ignoring ST000850
Processing  ST002466
Initiating REDU-table generation for AN004022
Rest length is 231
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 1800 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 1800 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 1800 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 1800 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 1800 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 1800 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 3600 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 3600 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 3600 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 3600 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 3600 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 3600 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 7200 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 7200 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 7200 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 7200 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 7200 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC 11801 7200 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 0 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 0 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 0 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 0 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 0 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 0 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 120 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 120 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 120 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 120 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 120 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 120 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 180 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 180 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 180 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 180 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 180 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 180 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 30 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 30 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 30 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 30 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 30 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 30 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 300 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 300 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 300 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 300 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 300 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 300 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 60 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 60 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 60 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 60 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 60 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 60 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 600 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 600 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 600 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 600 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 600 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 600 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 90 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 90 SEC SWATH1-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 90 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 90 SEC SWATH2-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 90 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 1_11801
PCC11801 90 SEC SWATH4-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 0 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 0 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 0 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 0 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 0 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 0 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 120 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 120 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 120 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 120 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 120 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 120 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 180 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 180 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 180 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 180 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 180 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 180 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 1800 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 1800 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 1800 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 1800 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 1800 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 1800 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 30 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 30 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 30 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 30 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 30 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 30 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 300 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 300 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 300 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 300 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 300 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 300 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 3600 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 3600 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 3600 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 3600 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 3600 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 3600 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 60 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 60 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 60 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 60 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 60 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 60 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 600 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 600 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 600 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 600 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 600 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 600 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 7200 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 7200 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 7200 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 7200 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 7200 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 7200 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 90 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 90 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 90 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 90 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 90 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11801
Biological Replicate 2_11801
PCC 11801 90 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 0 SEC SWATH-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 0 SEC SWATH-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 120 SEC SWATH-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 120 SEC SWATH-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 180 SEC SWATH-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 180 SEC SWATH-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 30 SEC SWATH-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 30 SEC SWATH-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 300 SEC SWATH-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 300 SEC SWATH-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 60 SEC SWATH-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 60 SEC SWATH-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 600 SEC SWATH-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 600 SEC SWATH-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 7200 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 7200 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 7200 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 90 SEC SWATH-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 90 SEC SWATH-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 900 SEC SWATH-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC 11802 900 SEC SWATH-2 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC11802 1800 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC11802 1800 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC11802 3600 SEC SWATH1-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC11802 3600 SEC SWATH2-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 1_11802
PCC11802 3600 SEC SWATH4-1 BR1.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC 11802 7200 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC 11802 7200 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC 11802 7200 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC 11802 7200 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC 11802 7200 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC 11802 7200 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 0 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 0 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 0 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 0 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 0 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 0 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 120 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 120 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 120 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 120 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 120 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 120 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 180 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 180 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 180 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 180 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 180 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 180 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 30 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 30 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 30 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 30 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 30 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 30 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 300 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 300 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 300 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 300 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 300 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 300 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 3600 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 3600 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 3600 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 3600 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 3600 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 60 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 60 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 60 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 60 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 60 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 60 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 600 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 600 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1174/3150 [1:08:27<55:25,  1.68s/it]Biological Replicate 2_11802
PCC11802 600 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 600 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 600 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 600 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 90 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 90 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 90 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 90 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 90 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 90 SEC SWATH4-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 900 SEC SWATH1-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 900 SEC SWATH1-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 900 SEC SWATH2-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 900 SEC SWATH2-2 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 900 SEC SWATH4-1 BR2.mzML
13C-MFA_Synechococcus elongatus PCC 11801 and 11802_mzML
11802
Biological Replicate 2_11802
PCC11802 900 SEC SWATH4-2 BR2.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 223 rows!
Extracted information for 223 samples.
Processing  ST000669
No raw data detected. Ignoring ST000669
Processing  ST001031
No raw data detected. Ignoring ST001031
Processing  ST003491
Initiating REDU-table generation for AN005731
Rest length is 6
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 3147.70it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 37%|███▋      | 1177/3150 [1:08:30<45:36,  1.39s/it]
 37%|███▋      | 1180/3150 [1:08:32<39:01,  1.19s/it]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MR89 media raw files
MR89-10+.raw
MR89 media raw files
MR89-11+.raw
MR89 media raw files
MR89-12+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST000618
No raw data detected. Ignoring ST000618
Processing  ST003159
No raw data detected. Ignoring ST003159
Processing  ST001519
Initiating REDU-table generation for AN002525
Rest length is 166
Adding raw data not present in REST for sample QCPS10 named NA;NA;NA;NA
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN002526
Rest length is 166
Adding raw data not present in REST for sample QCPS10 named NA;NA;NA;NA
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN002527
Rest length is 166
Adding raw data not present in REST for sample QCPS10 named NA;NA;NA;NA
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN002528
Rest length is 166
Adding raw data not present in REST for sample QCPS10 named NA;NA;NA;NA
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST002919
Initiating REDU-table generation for AN004789
Rest length is 100
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/2 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 2/2 [00:00<00:00, 5555.37it/s]

 37%|███▋      | 1181/3150 [1:08:33<36:14,  1.10s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1182/3150 [1:08:35<43:38,  1.33s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1183/3150 [1:08:38<56:20,  1.72s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001339
Initiating REDU-table generation for AN002233
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD1_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD1_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD2_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD2_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD3_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD3_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD4_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD4_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD5_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SD5_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP1_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP1_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP2_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP2_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP3_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP3_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP4_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP4_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP5_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_SP5_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD1_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD1_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD2_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD2_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD3_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD3_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD4_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD4_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD5_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WD5_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP1_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP1_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP2_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP2_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP3_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP3_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP4_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP4_T2.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP5_T1.raw
Quaranta_Redox_Cell_MS_Raw
SC_20190501_HILICn_PRM_Redox_Qua_WP5_T2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002513
Initiating REDU-table generation for AN004138
Rest length is 21
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004139
Rest length is 21
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Serum
Neg_Serum_El15644_14.mzML
Serum
Neg_Serum_El15644_14.raw
Serum
Neg_Serum_El15644_21.mzML
Serum
Neg_Serum_El15644_21.raw
Serum
Neg_Serum_El15644_22.mzML
Serum
Neg_Serum_El15644_22.raw
Serum
Neg_Serum_El15644_23.mzML
Serum
Neg_Serum_El15644_23.raw
Serum
Neg_Serum_El15644_6.mzML
Serum
Neg_Serum_El15644_6.raw
Serum
Neg_Serum_El15644_7.mzML
Serum
Neg_Serum_El15644_7.raw
Serum
Neg_Serum_El2243_12.mzML
Serum
Neg_Serum_El2243_12.raw
Serum
Neg_Serum_El2243_13.mzML
Serum
Neg_Serum_El2243_13.raw
Serum
Neg_Serum_El2243_24.mzML
Serum
Neg_Serum_El2243_24.raw
Serum
Neg_Serum_El2243_25.mzML
Serum
Neg_Serum_El2243_25.raw
Serum
Neg_Serum_El2243_4.mzML
Serum
Neg_Serum_El2243_4.raw
Serum
Neg_Serum_El2243_5.mzML
Serum
Neg_Serum_El2243_5.raw
Serum
Neg_Serum_ElAB12n2_18.mzML
Serum
Neg_Serum_ElAB12n2_18.raw
Serum
Neg_Serum_ElAB12n2_28.mzML
Serum
Neg_Serum_ElAB12n2_28.raw
Serum
Neg_Serum_ElAB12n2_29.mzML
Serum
Neg_Serum_ElAB12n2_29.raw
Serum
Neg_Serum_ElAB12n2_30.mzML
Serum
Neg_Serum_ElAB12n2_30.raw
Serum
Neg_Serum_GF_1.mzML
Serum
Neg_Serum_GF_1.raw
Serum
Neg_Serum_GF_2.mzML
Serum
Neg_Serum_GF_2.raw
Serum
Neg_Serum_GF_26.mzML
Serum
Neg_Serum_GF_26.raw
Serum
Neg_Serum_GF_27.mzML
Serum
Neg_Serum_GF_27.raw
Serum
Neg_Serum_GF_3.mzML
Serum
Neg_Serum_GF_3.raw
Serum
Pos_Serum_El15644_14.mzML
Serum
Pos_Serum_El15644_14.raw
Serum
Pos_Serum_El15644_21.mzML
Serum
Pos_Serum_El15644_21.raw
Serum
Pos_Serum_El15644_22.mzML
Serum
Pos_Serum_El15644_22.raw
Serum
Pos_Serum_El15644_23.mzML
Serum
Pos_Serum_El15644_23.raw
Serum
Pos_Serum_El15644_6.mzML
Serum
Pos_Serum_El15644_6.raw
Serum
Pos_Serum_El15644_7.mzML
Serum
Pos_Serum_El15644_7.raw
Serum
Pos_Serum_El2243_12.mzML
Serum
Pos_Serum_El2243_12.raw
Serum
Pos_Serum_El2243_13.mzML
Serum
Pos_Serum_El2243_13.raw
Serum
Pos_Serum_El2243_24.mzML
Serum
Pos_Serum_El2243_24.raw
Serum
Pos_Serum_El2243_25.mzML
Serum
Pos_Serum_El2243_25.raw
Serum
Pos_Serum_El2243_4.mzML
Serum
Pos_Serum_El2243_4.raw
Serum
Pos_Serum_El2243_5.mzML
Serum
Pos_Serum_El2243_5.raw
Serum
Pos_Serum_ElAB12n2_18.mzML
Serum
Pos_Serum_ElAB12n2_18.raw
Serum
Pos_Serum_ElAB12n2_28.mzML
Serum
Pos_Serum_ElAB12n2_28.raw
Serum
Pos_Serum_ElAB12n2_29.mzML
Serum
Pos_Serum_ElAB12n2_29.raw
Serum
Pos_Serum_ElAB12n2_30.mzML
Serum
Pos_Serum_ElAB12n2_30.raw
Serum
Pos_Serum_GF_1.mzML
Serum
Pos_Serum_GF_1.raw
Serum
Pos_Serum_GF_2.mzML
Serum
Pos_Serum_GF_2.raw
Serum
Pos_Serum_GF_26.mzML
Serum
Pos_Serum_GF_26.raw
Serum
Pos_Serum_GF_27.mzML
Serum
Pos_Serum_GF_27.raw
Serum
Pos_Serum_GF_3.mzML
Serum
Pos_Serum_GF_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 84 rows!
Extracted information for 84 samples.
Processing  ST003220
Initiating REDU-table generation for AN005280
Rest length is 60
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/60 [00:00<?, ?it/s]

Mapping potential matches:  37%|███▋      | 22/60 [00:00<00:00, 212.46it/s]

Mapping potential matches:  73%|███████▎  | 44/60 [00:00<00:00, 213.78it/s]
Mapping potential matches: 100%|██████████| 60/60 [00:00<00:00, 214.14it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005281
Rest length is 60
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/60 [00:00<?, ?it/s]

Mapping potential matches:  37%|███▋      | 22/60 [00:00<00:00, 211.88it/s]

Mapping potential matches:  73%|███████▎  | 44/60 [00:00<00:00, 213.48it/s]
Mapping potential matches: 100%|██████████| 60/60 [00:00<00:00, 211.19it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1184/3150 [1:08:43<1:16:13,  2.33s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1185/3150 [1:08:46<1:19:25,  2.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1186/3150 [1:08:49<1:22:52,  2.53s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MZML format
6545A_20230727_-_02_double blank 00.mzML
MZML format
6545A_20230727_-_03_blank 00.mzML
MZML format
6545A_20230727_-_04_QC 00.mzML
MZML format
6545A_20230727_-_05_QC 01.mzML
MZML format
6545A_20230727_-_06_QC 02.mzML
MZML format
6545A_20230727_-_07_11.mzML
MZML format
6545A_20230727_-_08_10.mzML
MZML format
6545A_20230727_-_09_25.mzML
MZML format
6545A_20230727_-_10_37.mzML
MZML format
6545A_20230727_-_11_19.mzML
MZML format
6545A_20230727_-_12_IPA01.mzML
MZML format
6545A_20230727_-_13_15.mzML
MZML format
6545A_20230727_-_14_27.mzML
MZML format
6545A_20230727_-_15_36.mzML
MZML format
6545A_20230727_-_16_13.mzML
MZML format
6545A_20230727_-_18_double blank 01.mzML
MZML format
6545A_20230727_-_19_QC 03.mzML
MZML format
6545A_20230727_-_20_14.mzML
MZML format
6545A_20230727_-_21_34.mzML
MZML format
6545A_20230727_-_22_3.mzML
MZML format
6545A_20230727_-_23_IPA02.mzML
MZML format
6545A_20230727_-_24_blank 01.mzML
MZML format
6545A_20230727_-_25_12.mzML
MZML format
6545A_20230727_-_26_24.mzML
MZML format
6545A_20230727_-_27_9.mzML
MZML format
6545A_20230727_-_28_20.mzML
MZML format
6545A_20230727_-_29_26.mzML
MZML format
6545A_20230727_-_30_double blank 02.mzML
MZML format
6545A_20230727_-_31_QC 04.mzML
MZML format
6545A_20230727_-_32_29.mzML
MZML format
6545A_20230727_-_33_28.mzML
MZML format
6545A_20230727_-_34_IPA03.mzML
MZML format
6545A_20230727_-_35_32.mzML
MZML format
6545A_20230727_-_36_17.mzML
MZML format
6545A_20230727_-_37_blank 02.mzML
MZML format
6545A_20230727_-_38_22.mzML
MZML format
6545A_20230727_-_39_33.mzML
MZML format
6545A_20230727_-_40_23.mzML
MZML format
6545A_20230727_-_41_1.mzML
MZML format
6545A_20230727_-_42_QC 05.mzML
MZML format
6545A_20230727_-_43_31.mzML
MZML format
6545A_20230727_-_44_16.mzML
MZML format
6545A_20230727_-_45_IPA04.mzML
MZML format
6545A_20230727_-_46_38.mzML
MZML format
6545A_20230727_-_47_35.mzML
MZML format
6545A_20230727_-_48_6.mzML
MZML format
6545A_20230727_-_49_8.mzML
MZML format
6545A_20230727_-_50_30.mzML
MZML format
6545A_20230727_-_51_21.mzML
MZML format
6545A_20230727_-_52_40.mzML
MZML format
6545A_20230727_-_53_5.mzML
MZML format
6545A_20230727_-_54_4.mzML
MZML format
6545A_20230727_-_55_7.mzML
MZML format
6545A_20230727_-_56_IPA05.mzML
MZML format
6545A_20230727_-_57_18.mzML
MZML format
6545A_20230727_-_58_2.mzML
MZML format
6545A_20230727_-_59_blank 03.mzML
MZML format
6545A_20230727_-_60_QC 06.mzML
MZML format
6545A_20230727_-_61_QC 07.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 59 rows!
Extracted information for 59 samples.
Processing  ST001787
Initiating REDU-table generation for AN002898
Rest length is 82
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Revision
CHDWB-10_dSPE_1.mzXML
Revision
CHDWB-10_dSPE_2.mzXML
Revision
CHDWB-10_dSPE_3.mzXML
Revision
CHDWB-10_dSPE_4.mzXML
Revision
CHDWB-1_MgSO4_1.mzXML
Revision
CHDWB-1_MgSO4_2.mzXML
Revision
CHDWB-1_MgSO4_3.mzXML
Revision
CHDWB-1_MgSO4_4.mzXML
Revision
CHDWB-2_MgSO4_1.mzXML
Revision
CHDWB-2_MgSO4_2.mzXML
Revision
CHDWB-2_MgSO4_3.mzXML
Revision
CHDWB-2_MgSO4_4.mzXML
Revision
CHDWB-3_MgSO4_1.mzXML
Revision
CHDWB-3_MgSO4_2.mzXML
Revision
CHDWB-3_MgSO4_3.mzXML
Revision
CHDWB-3_MgSO4_4.mzXML
Revision
CHDWB-4_MgSO4_1.mzXML
Revision
CHDWB-4_MgSO4_2.mzXML
Revision
CHDWB-4_MgSO4_3.mzXML
Revision
CHDWB-4_MgSO4_4.mzXML
Revision
CHDWB-5_MgSO4_1.mzXML
Revision
CHDWB-5_MgSO4_2.mzXML
Revision
CHDWB-5_MgSO4_3.mzXML
Revision
CHDWB-5_MgSO4_4.mzXML
Revision
CHDWB-6_dSPE_1.mzXML
Revision
CHDWB-6_dSPE_2.mzXML
Revision
CHDWB-6_dSPE_3.mzXML
Revision
CHDWB-7_dSPE_1.mzXML
Revision
CHDWB-7_dSPE_2.mzXML
Revision
CHDWB-7_dSPE_3.mzXML
Revision
CHDWB-7_dSPE_4.mzXML
Revision
CHDWB-8_dSPE_1.mzXML
Revision
CHDWB-8_dSPE_2.mzXML
Revision
CHDWB-8_dSPE_3.mzXML
Revision
CHDWB-8_dSPE_4.mzXML
Revision
CHDWB-9_dSPE_1.mzXML
Revision
CHDWB-9_dSPE_2.mzXML
Revision
CHDWB-9_dSPE_3.mzXML
Revision
CHDWB-9_dSPE_4.mzXML
Revision
ExSTD5.mzXML
Revision
Isooctane_1.mzXML
Revision
Isooctane_4.mzXML
Revision
NIST1958-10_dSPE_1.mzXML
Revision
NIST1958-10_dSPE_2.mzXML
Revision
NIST1958-10_dSPE_3.mzXML
Revision
NIST1958-10_dSPE_4.mzXML
Revision
NIST1958-1_MgSO4_1.mzXML
Revision
NIST1958-1_MgSO4_2.mzXML
Revision
NIST1958-1_MgSO4_3.mzXML
Revision
NIST1958-1_MgSO4_4.mzXML
Revision
NIST1958-2_MgSO4_1.mzXML
Revision
NIST1958-2_MgSO4_2.mzXML
Revision
NIST1958-2_MgSO4_3.mzXML
Revision
NIST1958-2_MgSO4_4.mzXML
Revision
NIST1958-3_MgSO4_1.mzXML
Revision
NIST1958-3_MgSO4_2.mzXML
Revision
NIST1958-3_MgSO4_3.mzXML
Revision
NIST1958-3_MgSO4_4.mzXML
Revision
NIST1958-4_MgSO4_1.mzXML
Revision
NIST1958-4_MgSO4_2.mzXML
Revision
NIST1958-4_MgSO4_3.mzXML
Revision
NIST1958-4_MgSO4_4.mzXML
Revision
NIST1958-5_MgSO4_1.mzXML
Revision
NIST1958-5_MgSO4_2.mzXML
Revision
NIST1958-5_MgSO4_3.mzXML
Revision
NIST1958-5_MgSO4_4.mzXML
Revision
NIST1958-6_dSPE_1.mzXML
Revision
NIST1958-6_dSPE_2.mzXML
Revision
NIST1958-6_dSPE_3.mzXML
Revision
NIST1958-6_dSPE_4.mzXML
Revision
NIST1958-7_dSPE_1.mzXML
Revision
NIST1958-7_dSPE_2.mzXML
Revision
NIST1958-7_dSPE_3.mzXML
Revision
NIST1958-7_dSPE_4.mzXML
Revision
NIST1958-8_dSPE_1.mzXML
Revision
NIST1958-8_dSPE_2.mzXML
Revision
NIST1958-8_dSPE_3.mzXML
Revision
NIST1958-8_dSPE_4.mzXML
Revision
NIST1958-9_dSPE_1.mzXML
Revision
NIST1958-9_dSPE_2.mzXML
Revision
NIST1958-9_dSPE_3.mzXML
Revision
NIST1958-9_dSPE_4.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 82 rows!
Extracted information for 82 samples.
Processing  ST003064
Initiating REDU-table generation for AN005019
Rest length is 18
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005020
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
A_caudatus_Zn_GCMSfiles1
LM_Zn_1.CDF
A_caudatus_Zn_GCMSfiles1
LM_Zn_2.CDF
A_caudatus_Zn_GCMSfiles1
LM_Zn_3.CDF
A_caudatus_Zn_GCMSfiles1
LM_cont_1.CDF
A_caudatus_Zn_GCMSfiles1
LM_cont_2.CDF
A_caudatus_Zn_GCMSfiles1
LM_cont_3.CDF
A_caudatus_Zn_GCMSfiles1
LY_Zn_1.CDF
A_caudatus_Zn_GCMSfiles1
LY_Zn_2.CDF
A_caudatus_Zn_GCMSfiles1
LY_Zn_3.CDF
A_caudatus_Zn_GCMSfiles1
LY_cont_1.CDF
A_caudatus_Zn_GCMSfiles1
LY_cont_2.CDF
A_caudatus_Zn_GCMSfiles1
LY_cont_3.CDF
A_caudatus_Zn_GCMSfiles1
R_Zn_1.CDF
A_caudatus_Zn_GCMSfiles1
R_Zn_2.CDF
A_caudatus_Zn_GCMSfiles1
R_Zn_3.CDF
A_caudatus_Zn_GCMSfiles1
R_cont_1.CDF
A_caudatus_Zn_GCMSfiles1
R_cont_2.CDF
A_caudatus_Zn_GCMSfiles1
R_cont_3.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST003040
Initiating REDU-table generation for AN004987
Rest length is 0
An error occurred in MWB_to_REDU_wrapper: local variable 'df_rest' referenced before assignment
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 393, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest['script_id'] = df_rest.groupby('Local Sample ID').ngroup()
UnboundLocalError: local variable 'df_rest' referenced before assignment

 38%|███▊      | 1187/3150 [1:08:49<1:06:32,  2.03s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1188/3150 [1:08:53<1:25:03,  2.60s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1189/3150 [1:08:56<1:26:36,  2.65s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1190/3150 [1:08:59<1:26:33,  2.65s/it]
 38%|███▊      | 1191/3150 [1:08:59<1:03:02,  1.93s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1192/3150 [1:09:01<1:09:13,  2.12s/it]
Processing  ST003410
Initiating REDU-table generation for AN005599
Rest length is 32
raw file key found.
Initiating REDU-table generation for AN005600
Rest length is 32
raw file key found.
Initiating REDU-table generation for AN005601
Rest length is 32
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-01.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-02.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-03.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-04.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-05.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-06.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-07.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-08.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-09.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-10.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-11.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-12.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-13.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-14.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-15.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-16.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-17.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-18.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-19.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-20.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-21.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-22.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-23.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-24.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-25.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-26.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-27.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-28.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-29.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-30.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-31.mzML
OBJ0042816_Giredestrant_Palci_raw_mzml
Lipidomics - 20240129 - 1-32.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST001958
Initiating REDU-table generation for AN003193
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CellLine-1_Stage-1.raw
CellLine-1_Stage-2.raw
CellLine-1_Stage-3.raw
CellLine-1_Stage-4.raw
CellLine-1_Stage-5.raw
CellLine-2_Stage-1.raw
CellLine-2_Stage-2.raw
CellLine-2_Stage-3.raw
CellLine-2_Stage-4.raw
CellLine-2_Stage-5.raw
CellLine-3_Stage-1.raw
CellLine-3_Stage-2.raw
CellLine-3_Stage-3.raw
CellLine-3_Stage-4.raw
CellLine-3_Stage-5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST002272
Initiating REDU-table generation for AN003714
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
barley2015
IJPB_15102107.CDF
barley2015
IJPB_15102108.CDF
barley2015
IJPB_15102109.CDF
barley2015
IJPB_15102110.CDF
barley2015
IJPB_15102111.CDF
barley2015
IJPB_15102112.CDF
barley2015
IJPB_15102113.CDF
barley2015
IJPB_15102114.CDF
barley2015
IJPB_15102115.CDF
barley2015
IJPB_15102117.CDF
barley2015
IJPB_15102118.CDF
barley2015
IJPB_15102119.CDF
barley2015
IJPB_15102120.CDF
barley2015
IJPB_15102121.CDF
barley2015
IJPB_15102122.CDF
barley2015
IJPB_15102123.CDF
barley2015
IJPB_15102124.CDF
barley2015
IJPB_15102125.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST002472
Initiating REDU-table generation for AN004037
Did not receive valid mwTab json for AN004037!
Initiating REDU-table generation for AN004038
Did not receive valid mwTab json for AN004038!
Processing  ST001952
Initiating REDU-table generation for AN003177
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GLS2 KO vs WT mouse hepatocytes
DS-181015-00032_GLS2_31_GLS2-WT_Glutamine_60min_GC7.mzXML
GLS2 KO vs WT mouse hepatocytes
DS-181015-00033_GLS2_32_GLS2-WT_Glutamine_60min_GC8.mzXML
GLS2 KO vs WT mouse hepatocytes
DS-181015-00034_GLS2_33_GLS2-WT_Glutamine_60min_GC9.mzXML
GLS2 KO vs WT mouse hepatocytes
DS-181015-00038_GLS2_37_GLS2-KO_Glutamine_60min_GD1.mzXML
GLS2 KO vs WT mouse hepatocytes
DS-181015-00039_GLS2_38_GLS2-KO_Glutamine_60min_GD2.mzXML
GLS2 KO vs WT mouse hepatocytes
DS-181015-00040_GLS2_39_GLS2-KO_Glutamine_60min_GD3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST001178
No raw data detected. Ignoring ST001178
Processing  ST001923
Initiating REDU-table generation for AN003125
Rest length is 82
raw file key found.
Initiating REDU-table generation for AN003126
Rest length is 82
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RCC_2 MS data
negative
C001.raw
RCC_2 MS data
negative
C002.raw
RCC_2 MS data
negative
C003.raw
RCC_2 MS data
negative
C004.raw
RCC_2 MS data
negative
C005.raw
RCC_2 MS data
negative
C006.raw
RCC_2 MS data
negative
C007.raw
RCC_2 MS data
negative
C009.raw
RCC_2 MS data
negative
C011.raw
RCC_2 MS data
negative
C012.raw
RCC_2 MS data
negative
C013.raw
RCC_2 MS data
negative
C014.raw
RCC_2 MS data
negative
C015.raw
RCC_2 MS data
negative
C016.raw
RCC_2 MS data
negative
C018.raw
RCC_2 MS data
negative
C019.raw
RCC_2 MS data
negative
C020.raw
RCC_2 MS data
negative
C021.raw
RCC_2 MS data
negative
C022.raw
RCC_2 MS data
negative
C024.raw
RCC_2 MS data
negative
C025.raw
RCC_2 MS data
negative
C026.raw
RCC_2 MS data
negative
C027.raw
RCC_2 MS data
negative
C028.raw
RCC_2 MS data
negative
C030.raw
RCC_2 MS data
negative
C031.raw
RCC_2 MS data
negative
C033.raw
RCC_2 MS data
negative
C034.raw
RCC_2 MS data
negative
C036.raw
RCC_2 MS data
negative
C037.raw
RCC_2 MS data
negative
C038.raw
RCC_2 MS data
negative
C039.raw
RCC_2 MS data
negative
C040.raw
RCC_2 MS data
negative
C041.raw
RCC_2 MS data
negative
C043.raw
RCC_2 MS data
negative
C044.raw
RCC_2 MS data
negative
C045.raw
RCC_2 MS data
negative
C046.raw
RCC_2 MS data
negative
C047.raw
RCC_2 MS data
negative
C048.raw
RCC_2 MS data
negative
C049.raw
RCC_2 MS data
negative
C050.raw
RCC_2 MS data
negative
C051.raw
RCC_2 MS data
negative
C052.raw
RCC_2 MS data
negative
C053.raw
RCC_2 MS data
negative
C054.raw
RCC_2 MS data
negative
C057.raw
RCC_2 MS data
negative
C058.raw
RCC_2 MS data
negative
C059.raw
RCC_2 MS data
negative
C060.raw
RCC_2 MS data
negative
C061.raw
RCC_2 MS data
negative
C062.raw
RCC_2 MS data
negative
C063.raw
RCC_2 MS data
negative
C064.raw
RCC_2 MS data
negative
C065.raw
RCC_2 MS data
negative
C066.raw
RCC_2 MS data
negative
C070.raw
RCC_2 MS data
negative
C072.raw
RCC_2 MS data
negative
C073.raw
RCC_2 MS data
negative
C074.raw
RCC_2 MS data
negative
C076.raw
RCC_2 MS data
negative
C077.raw
RCC_2 MS data
negative
C078.raw
RCC_2 MS data
negative
C079.raw
RCC_2 MS data
negative
C081.raw
RCC_2 MS data
negative
C082.raw
RCC_2 MS data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1194/3150 [1:09:05<1:05:25,  2.01s/it]
negative
C083.raw
RCC_2 MS data
negative
C084.raw
RCC_2 MS data
negative
C085.raw
RCC_2 MS data
negative
C086.raw
RCC_2 MS data
negative
C087.raw
RCC_2 MS data
negative
C088.raw
RCC_2 MS data
negative
C089.raw
RCC_2 MS data
negative
C091.raw
RCC_2 MS data
negative
C092.raw
RCC_2 MS data
negative
C093.raw
RCC_2 MS data
negative
C095.raw
RCC_2 MS data
negative
C096.raw
RCC_2 MS data
negative
C097.raw
RCC_2 MS data
negative
C099.raw
RCC_2 MS data
negative
C101.raw
RCC_2 MS data
negative
C102.raw
RCC_2 MS data
postive
C001.raw
RCC_2 MS data
postive
C002.raw
RCC_2 MS data
postive
C003.raw
RCC_2 MS data
postive
C004.raw
RCC_2 MS data
postive
C005.raw
RCC_2 MS data
postive
C006.raw
RCC_2 MS data
postive
C007.raw
RCC_2 MS data
postive
C009.raw
RCC_2 MS data
postive
C011.raw
RCC_2 MS data
postive
C012.raw
RCC_2 MS data
postive
C013.raw
RCC_2 MS data
postive
C014.raw
RCC_2 MS data
postive
C015.raw
RCC_2 MS data
postive
C016.raw
RCC_2 MS data
postive
C018.raw
RCC_2 MS data
postive
C019.raw
RCC_2 MS data
postive
C020.raw
RCC_2 MS data
postive
C021.raw
RCC_2 MS data
postive
C022.raw
RCC_2 MS data
postive
C024.raw
RCC_2 MS data
postive
C025.raw
RCC_2 MS data
postive
C026.raw
RCC_2 MS data
postive
C027.raw
RCC_2 MS data
postive
C028.raw
RCC_2 MS data
postive
C030.raw
RCC_2 MS data
postive
C031.raw
RCC_2 MS data
postive
C033.raw
RCC_2 MS data
postive
C034.raw
RCC_2 MS data
postive
C036.raw
RCC_2 MS data
postive
C037.raw
RCC_2 MS data
postive
C038.raw
RCC_2 MS data
postive
C039.raw
RCC_2 MS data
postive
C040.raw
RCC_2 MS data
postive
C041.raw
RCC_2 MS data
postive
C043.raw
RCC_2 MS data
postive
C044.raw
RCC_2 MS data
postive
C045.raw
RCC_2 MS data
postive
C046.raw
RCC_2 MS data
postive
C047.raw
RCC_2 MS data
postive
C048.raw
RCC_2 MS data
postive
C049.raw
RCC_2 MS data
postive
C050.raw
RCC_2 MS data
postive
C051.raw
RCC_2 MS data
postive
C052.raw
RCC_2 MS data
postive
C053.raw
RCC_2 MS data
postive
C054.raw
RCC_2 MS data
postive
C057.raw
RCC_2 MS data
postive
C058.raw
RCC_2 MS data
postive
C059.raw
RCC_2 MS data
postive
C060.raw
RCC_2 MS data
postive
C061.raw
RCC_2 MS data
postive
C062.raw
RCC_2 MS data
postive
C063.raw
RCC_2 MS data
postive
C064.raw
RCC_2 MS data
postive
C065.raw
RCC_2 MS data
postive
C066.raw
RCC_2 MS data
postive
C070.raw
RCC_2 MS data
postive
C072.raw
RCC_2 MS data
postive
C073.raw
RCC_2 MS data
postive
C074.raw
RCC_2 MS data
postive
C076.raw
RCC_2 MS data
postive
C077.raw
RCC_2 MS data
postive
C078.raw
RCC_2 MS data
postive
C079.raw
RCC_2 MS data
postive
C081.raw
RCC_2 MS data
postive
C082.raw
RCC_2 MS data
postive
C083.raw
RCC_2 MS data
postive
C084.raw
RCC_2 MS data
postive
C085.raw
RCC_2 MS data
postive
C086.raw
RCC_2 MS data
postive
C087.raw
RCC_2 MS data
postive
C088.raw
RCC_2 MS data
postive
C089.raw
RCC_2 MS data
postive
C091.raw
RCC_2 MS data
postive
C092.raw
RCC_2 MS data
postive
C093.raw
RCC_2 MS data
postive
C095.raw
RCC_2 MS data
postive
C096.raw
RCC_2 MS data
postive
C097.raw
RCC_2 MS data
postive
C099.raw
RCC_2 MS data
postive
C101.raw
RCC_2 MS data
postive
C102.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 164 rows!
Extracted information for 164 samples.
Processing  ST001332
Initiating REDU-table generation for AN002221
Rest length is 34
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/34 [00:00<?, ?it/s]

Mapping potential matches:  56%|█████▌    | 19/34 [00:00<00:00, 183.57it/s]
Mapping potential matches: 100%|██████████| 34/34 [00:00<00:00, 182.49it/s]

 38%|███▊      | 1195/3150 [1:09:06<54:47,  1.68s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1196/3150 [1:09:09<1:08:31,  2.10s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1198/3150 [1:09:13<1:06:01,  2.03s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002223
Initiating REDU-table generation for AN003632
Rest length is 63
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS56
MS56-001.raw
MS56
MS56-002.raw
MS56
MS56-003.raw
MS56
MS56-004.raw
MS56
MS56-005.raw
MS56
MS56-006.raw
MS56
MS56-007.raw
MS56
MS56-008.raw
MS56
MS56-009.raw
MS56
MS56-010.raw
MS56
MS56-011.raw
MS56
MS56-012.raw
MS56
MS56-013.raw
MS56
MS56-014.raw
MS56
MS56-015.raw
MS56
MS56-016.raw
MS56
MS56-017.raw
MS56
MS56-018.raw
MS56
MS56-019.raw
MS56
MS56-020.raw
MS56
MS56-021.raw
MS56
MS56-022.raw
MS56
MS56-023.raw
MS56
MS56-024.raw
MS56
MS56-025.raw
MS56
MS56-026.raw
MS56
MS56-027.raw
MS56
MS56-029.raw
MS56
MS56-030.raw
MS56
MS56-031.raw
MS56
MS56-032.raw
MS56
MS56-033.raw
MS56
MS56-034.raw
MS56
MS56-035.raw
MS56
MS56-036.raw
MS56
MS56-037.raw
MS56
MS56-038.raw
MS56
MS56-039.raw
MS56
MS56-040.raw
MS56
MS56-041.raw
MS56
MS56-042.raw
MS56
MS56-043.raw
MS56
MS56-044.raw
MS56
MS56-045.raw
MS56
MS56-046.raw
MS56
MS56-047.raw
MS56
MS56-048.raw
MS56
MS56-049.raw
MS56
MS56-050.raw
MS56
MS56-051.raw
MS56
MS56-052.raw
MS56
MS56-053.raw
MS56
MS56-054.raw
MS56
MS56-055.raw
MS56
MS56-056.raw
MS56
MS56-057.raw
MS56
MS56-058.raw
MS56
MS56-059.raw
MS56
MS56-060.raw
MS56
MS56-061.raw
MS56
MS56-062.raw
MS56
MS56-063.raw
MS56
MS56-064.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 63 rows!
Extracted information for 63 samples.
Processing  ST001913
No raw data detected. Ignoring ST001913
Processing  ST002577
Initiating REDU-table generation for AN004246
Rest length is 60
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004247
Rest length is 60
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004248
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HILIC_neg
20180420_PD-L1_HILICneg_sample_ab_b_3_01_3032.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_cu_b_4_01_3033.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_da_b_5_01_3034.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_ef_b_6_01_3035.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_fa_b_7_01_3036.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_fg_b_8_01_3038.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_gh_9_01_3010.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_hc_b_10_01_3040.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_ie_11_01_3015.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_iy_12_01_3016.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_ja_13_01_3019.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_lf_14_01_3020.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_mn_15_01_3021.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_mo_16_01_3022.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_ne_17_01_3023.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_pq_18_01_3026.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_qj_19_01_3027.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_rs_20_01_3028.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_ya_21_01_3029.mzXML
HILIC_neg
20180420_PD-L1_HILICneg_sample_yq_22_01_3030.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST000497
No raw data detected. Ignoring ST000497
Processing  ST000990
Initiating REDU-table generation for AN001616
Rest length is 138
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_NIST1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_NIST2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep10.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep4.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep5.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep6.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep7.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep8.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_Rep9.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO001_SA042_1000aC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO002_SA044_1000aC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO003_SA011_1000aC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO004_SA051_1000bG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO005_SA002_1000bG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO006_SA030_1000bG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO007_SA037_1000cC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO008_SA020_1000cC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO009_SA049_1000cC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO010_SA038_1000dG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO011_SA041_1000dG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO012_SA023_1000dG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO013_SA007_1000eC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO014_SA035_1000eC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO015_SA004_1000eC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO016_SA040_1000fG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO017_SA018_1000fG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO018_SA022_1000fG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO019_SA014_1001aG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO020_SA021_1001aG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO021_SA034_1001aG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO022_SA024_1001bC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO023_SA012_1001bC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO024_SA016_1001bC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO025_SA036_1001dC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO026_SA019_1001dC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO027_SA001_1001dC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO028_SA009_1001eG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO029_SA053_1001eG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO030_SA050_1001eG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO031_SA043_1001fC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO032_SA017_1001fC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO033_SA045_1001fC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO034_SA013_1001gG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO035_SA047_1001gG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO036_SA015_1001gG3.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1200/3150 [1:09:17<1:03:54,  1.97s/it]
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO037_SA048_1002aG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO038_SA008_1002aG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO039_SA046_1002aG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO040_SA029_1002bC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO041_SA052_1002bC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO042_SA031_1002bC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO043_SA003_1002cG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO044_SA025_1002cG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO045_SA026_1002cG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO046_SA005_1002dC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO047_SA006_1002dC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO048_SA010_1002dC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO049_SA032_1002eG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO050_SA027_1002eG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO051_SA054_1002eG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO052_SA033_1002fC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO053_SA028_1002fC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO054_SA039_1002fC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO055_SA078_1003aC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO056_SA057_1003aC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO057_SA071_1003aC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO058_SA099_1003bG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO059_SA060_1003bG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO060_SA072_1003bG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO061_SA074_1003cC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO062_SA055_1003cC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO063_SA083_1003cC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO064_SA064_1003dG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO065_SA062_1003dG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO066_SA090_1003dG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO067_SA098_1003eC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO068_SA094_1003eC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO069_SA068_1003eC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO070_SA084_1003fG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO071_SA097_1003fG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO072_SA092_1003fG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO073_SA066_1005aG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO074_SA089_1005aG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO075_SA088_1005aG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO076_SA058_1005bC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO077_SA082_1005bC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO078_SA091_1005bC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO079_SA070_1005cG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO080_SA079_1005cG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO081_SA067_1005cG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO082_SA063_1005dC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO083_SA069_1005dC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO084_SA081_1005dC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO085_SA076_1005fC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO086_SA095_1005fC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO087_SA056_1005fC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO088_SA073_1005gG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO089_SA080_1005gG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO090_SA087_1005gG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO091_SA061_1006aC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO092_SA065_1006aC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO093_SA075_1006aC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO094_SA085_1006bG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO095_SA059_1006bG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO096_SA093_1006bG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO097_SA086_1006cC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO098_SA077_1006cC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO099_SA096_1006cC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO100_SA118_1006dG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO101_SA104_1006dG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO102_SA116_1006dG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO103_SA108_1006eG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO104_SA112_1006eG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO105_SA125_1006eG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO106_SA123_1006fG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO107_SA107_1006fG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO108_SA124_1006fG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO109_SA122_1007aC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO110_SA100_1007aC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO111_SA102_1007aC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO112_SA103_1007bG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO113_SA113_1007bG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO114_SA119_1007bG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO115_SA106_1007cC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO116_SA111_1007cC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO117_SA101_1007cC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO118_SA110_1007dG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO119_SA121_1007dG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO120_SA114_1007dG3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO121_SA105_1007eC1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO122_SA120_1007eC2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO123_SA115_1007eC3.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO124_SA126_1007fG1.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO125_SA117_1007fG2.wiff
GLA STUDY TripleTOF 6600
Raw Data
GLA_TT6_Lipids_SO126_SA109_1007fG3.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 138 rows!
Extracted information for 138 samples.
Processing  ST001989
No raw data detected. Ignoring ST001989
Processing  ST002046
Initiating REDU-table generation for AN003330
Rest length is 120
raw file key found.
Initiating REDU-table generation for AN003331
Rest length is 120
raw file key found.
Initiating REDU-table generation for AN003332
Rest length is 120
raw file key found.
Initiating REDU-table generation for AN003333
Rest length is 120
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
hilic_neg
aos456_ga_ms29_HLC_neg_20.mzML
raw_data
hilic_neg
aos456_ga_ms30_HLC_neg_21.mzML
raw_data
hilic_neg
aos456_ga_ms31_HLC_neg_22.mzML
raw_data
hilic_neg
aos470_doeV3_01_neg_15.mzML
raw_data
hilic_neg
aos470_doeV3_02_neg_11.mzML
raw_data
hilic_neg
aos470_doeV3_03_neg_36.mzML
raw_data
hilic_neg
aos470_doeV3_05_neg_16.mzML
raw_data
hilic_neg
aos470_doeV3_06_neg_20.mzML
raw_data
hilic_neg
aos470_doeV3_07_neg_35.mzML
raw_data
hilic_neg
aos470_doeV3_09_neg_10.mzML
raw_data
hilic_neg
aos470_doeV3_10_neg_41.mzML
raw_data
hilic_neg
aos470_doeV3_11_neg_31.mzML
raw_data
hilic_neg
aos470_doeV3_13_neg_23.mzML
raw_data
hilic_neg
aos470_doeV3_14_neg_17.mzML
raw_data
hilic_neg
aos470_doeV3_15_neg_12.mzML
raw_data
hilic_neg
aos470_doeV3_17_neg_27.mzML
raw_data
hilic_neg
aos470_doeV3_18_neg_39.mzML
raw_data
hilic_neg/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1202/3150 [1:09:22<1:08:52,  2.12s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1203/3150 [1:09:25<1:14:18,  2.29s/it]
aos470_doeV3_19_neg_32.mzML
raw_data
hilic_neg
aos470_doeV3_21_neg_43.mzML
raw_data
hilic_neg
aos470_doeV3_22_neg_25.mzML
raw_data
hilic_neg
aos470_doeV3_23_neg_34.mzML
raw_data
hilic_neg
aos470_doeV3_25_neg_26.mzML
raw_data
hilic_neg
aos470_doeV3_26_neg_42.mzML
raw_data
hilic_neg
aos470_doeV3_27_neg_28.mzML
raw_data
hilic_neg
aos470_doeV3_29_neg_37.mzML
raw_data
hilic_neg
aos470_doeV3_30_neg_46.mzML
raw_data
hilic_neg
aos470_doeV3_31_neg_13.mzML
raw_data
hilic_neg
aos470_doeV3_33_neg_45.mzML
raw_data
hilic_neg
aos470_doeV3_34_neg_19.mzML
raw_data
hilic_neg
aos470_doeV3_35_neg_14.mzML
raw_data
hilic_pos
aos456_ga_ms29_HLC_06.mzML
raw_data
hilic_pos
aos456_ga_ms30_HLC_07.mzML
raw_data
hilic_pos
aos456_ga_ms31_HLC_08.mzML
raw_data
hilic_pos
aos470_doeV3_01_15.mzML
raw_data
hilic_pos
aos470_doeV3_02_11.mzML
raw_data
hilic_pos
aos470_doeV3_03_36.mzML
raw_data
hilic_pos
aos470_doeV3_05_16.mzML
raw_data
hilic_pos
aos470_doeV3_06_20.mzML
raw_data
hilic_pos
aos470_doeV3_07_35.mzML
raw_data
hilic_pos
aos470_doeV3_09_10.mzML
raw_data
hilic_pos
aos470_doeV3_10_41.mzML
raw_data
hilic_pos
aos470_doeV3_11_31.mzML
raw_data
hilic_pos
aos470_doeV3_13_23.mzML
raw_data
hilic_pos
aos470_doeV3_14_17.mzML
raw_data
hilic_pos
aos470_doeV3_15_12.mzML
raw_data
hilic_pos
aos470_doeV3_17_27.mzML
raw_data
hilic_pos
aos470_doeV3_18_39.mzML
raw_data
hilic_pos
aos470_doeV3_19_32.mzML
raw_data
hilic_pos
aos470_doeV3_21_43.mzML
raw_data
hilic_pos
aos470_doeV3_22_25.mzML
raw_data
hilic_pos
aos470_doeV3_23_34.mzML
raw_data
hilic_pos
aos470_doeV3_25_26.mzML
raw_data
hilic_pos
aos470_doeV3_26_42.mzML
raw_data
hilic_pos
aos470_doeV3_27_28.mzML
raw_data
hilic_pos
aos470_doeV3_29_37.mzML
raw_data
hilic_pos
aos470_doeV3_30_46.mzML
raw_data
hilic_pos
aos470_doeV3_31_13.mzML
raw_data
hilic_pos
aos470_doeV3_33_45.mzML
raw_data
hilic_pos
aos470_doeV3_34_19.mzML
raw_data
hilic_pos
aos470_doeV3_35_14.mzML
raw_data
rp_neg
aos456_ga_ms29_RLC_neg_23.mzML
raw_data
rp_neg
aos456_ga_ms30_RLC_neg_24.mzML
raw_data
rp_neg
aos456_ga_ms31_RLC_neg_25.mzML
raw_data
rp_neg
aos470_doeV3_01_neg_17.mzML
raw_data
rp_neg
aos470_doeV3_02_neg_13.mzML
raw_data
rp_neg
aos470_doeV3_03_neg_27.mzML
raw_data
rp_neg
aos470_doeV3_05_neg_22.mzML
raw_data
rp_neg
aos470_doeV3_06_neg_31.mzML
raw_data
rp_neg
aos470_doeV3_07_neg_26.mzML
raw_data
rp_neg
aos470_doeV3_09_neg_12.mzML
raw_data
rp_neg
aos470_doeV3_10_neg_23.mzML
raw_data
rp_neg
aos470_doeV3_11_neg_34.mzML
raw_data
rp_neg
aos470_doeV3_13_neg_16.mzML
raw_data
rp_neg
aos470_doeV3_14_neg_11.mzML
raw_data
rp_neg
aos470_doeV3_15_neg_25.mzML
raw_data
rp_neg
aos470_doeV3_17_neg_46.mzML
raw_data
rp_neg
aos470_doeV3_18_neg_42.mzML
raw_data
rp_neg
aos470_doeV3_19_neg_33.mzML
raw_data
rp_neg
aos470_doeV3_21_neg_20.mzML
raw_data
rp_neg
aos470_doeV3_22_neg_28.mzML
raw_data
rp_neg
aos470_doeV3_23_neg_45.mzML
raw_data
rp_neg
aos470_doeV3_25_neg_38.mzML
raw_data
rp_neg
aos470_doeV3_26_neg_41.mzML
raw_data
rp_neg
aos470_doeV3_27_neg_09.mzML
raw_data
rp_neg
aos470_doeV3_29_neg_15.mzML
raw_data
rp_neg
aos470_doeV3_30_neg_10.mzML
raw_data
rp_neg
aos470_doeV3_31_neg_21.mzML
raw_data
rp_neg
aos470_doeV3_33_neg_14.mzML
raw_data
rp_neg
aos470_doeV3_34_neg_32.mzML
raw_data
rp_neg
aos470_doeV3_35_neg_43.mzML
raw_data
rp_pos
aos456_ga_ms29_RLC_07.mzML
raw_data
rp_pos
aos456_ga_ms30_RLC_08.mzML
raw_data
rp_pos
aos456_ga_ms31_RLC_09.mzML
raw_data
rp_pos
aos470_doeV3_01_17.mzML
raw_data
rp_pos
aos470_doeV3_02_13.mzML
raw_data
rp_pos
aos470_doeV3_03_27.mzML
raw_data
rp_pos
aos470_doeV3_05_22.mzML
raw_data
rp_pos
aos470_doeV3_06_31.mzML
raw_data
rp_pos
aos470_doeV3_07_26.mzML
raw_data
rp_pos
aos470_doeV3_09_12.mzML
raw_data
rp_pos
aos470_doeV3_10_23.mzML
raw_data
rp_pos
aos470_doeV3_11_34.mzML
raw_data
rp_pos
aos470_doeV3_13_16.mzML
raw_data
rp_pos
aos470_doeV3_14_11.mzML
raw_data
rp_pos
aos470_doeV3_15_25.mzML
raw_data
rp_pos
aos470_doeV3_17_46.mzML
raw_data
rp_pos
aos470_doeV3_18_42.mzML
raw_data
rp_pos
aos470_doeV3_19_33.mzML
raw_data
rp_pos
aos470_doeV3_21_20.mzML
raw_data
rp_pos
aos470_doeV3_22_28.mzML
raw_data
rp_pos
aos470_doeV3_23_45.mzML
raw_data
rp_pos
aos470_doeV3_25_38.mzML
raw_data
rp_pos
aos470_doeV3_26_41.mzML
raw_data
rp_pos
aos470_doeV3_27_09.mzML
raw_data
rp_pos
aos470_doeV3_29_15.mzML
raw_data
rp_pos
aos470_doeV3_30_10.mzML
raw_data
rp_pos
aos470_doeV3_31_21.mzML
raw_data
rp_pos
aos470_doeV3_33_14.mzML
raw_data
rp_pos
aos470_doeV3_34_32.mzML
raw_data
rp_pos
aos470_doeV3_35_43.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 120 rows!
Extracted information for 120 samples.
Processing  ST002649
Initiating REDU-table generation for AN004321
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0149m_MoTrPAC_PASS1B_HP-PREFA01.raw
0149n_MoTrPAC_PASS1B_HP-PREFB01.raw
0149o_MoTrPAC_PASS1B_HP-Sed01-HEA.raw
0149p_MoTrPAC_PASS1B_HP-Sed02-HEA.raw
0149q_MoTrPAC_PASS1B_HP-IPE01-HEA.raw
0149r_MoTrPAC_PASS1B_HP-IPE02-HEA.raw
0150_MoTrPAC_PASS1B_HP-90217015806-HEA.raw
0151_MoTrPAC_PASS1B_HP-90218015806-HEA.raw
0152_MoTrPAC_PASS1B_HP-90222015806-HEA.raw
0153_MoTrPAC_PASS1B_HP-90223015806-HEA.raw
0154_MoTrPAC_PASS1B_HP-90225015806-HEA.raw
0155_MoTrPAC_PASS1B_HP-90227015806-HEA.raw
0156_MoTrPAC_PASS1B_HP-90229015806-HEA.raw
0157_MoTrPAC_PASS1B_HP-90232015806-HEA.raw
0158_MoTrPAC_PASS1B_HP-90237015806-HEA.raw
0159_MoTrPAC_PASS1B_HP-90239015806-HEA.raw
0160_MoTrPAC_PASS1B_HP-90245015806-HEA.raw
0161_MoTrPAC_PASS1B_HP-90248015806-HEA.raw
0162_MoTrPAC_PASS1B_HP-90251015806-HEA.raw
0163_MoTrPAC_PASS1B_HP-90252015806-HEA.raw
0164_MoTrPAC_PASS1B_HP-90254015806-HEA.raw
0165_MoTrPAC_PASS1B_HP-90258015806-HEA.raw
0166_MoTrPAC_PASS1B_HP-90259015806-HEA.raw
0167_MoTrPAC_PASS1B_HP-90265015806-HEA.raw
0168_MoTrPAC_PASS1B_HP-90266015806-HEA.raw
0169_MoTrPAC_PASS1B_HP-90267015806-HEA.raw
0169a_MoTrPAC_PASS1B_HP-PREFA02.raw
0169b_MoTrPAC_PASS1B_HP-PREFB02.raw
0170_MoTrPAC_PASS1B_HP-90280015806-HEA.raw
0171_MoTrPAC_PASS1B_HP-90281015806-HEA.raw
0172_MoTrPAC_PASS1B_HP-90283015806-HEA.raw
0173_MoTrPAC_PASS1B_HP-90289015806-HEA.raw
0174_MoTrPAC_PASS1B_HP-90292015806-HEA.raw
0175_MoTrPAC_PASS1B_HP-90406015806-HEA.raw
0176_MoTrPAC_PASS1B_HP-90410015806-HEA.raw
0177_MoTrPAC_PASS1B_HP-90412015806-HEA.raw
0178_MoTrPAC_PASS1B_HP-90416015806-HEA.raw
0179_MoTrPAC_PASS1B_HP-90420015806-HEA.raw
0180_MoTrPAC_PASS1B_HP-90421015806-HEA.raw
0181_MoTrPAC_PASS1B_HP-90422015806-HEA.raw
0182_MoTrPAC_PASS1B_HP-90423015806-HEA.raw
0183_MoTrPAC_PASS1B_HP-90426015806-HEA.raw
0184_MoTrPAC_PASS1B_HP-90430015806-HEA.raw
0185_MoTrPAC_PASS1B_HP-90439015806-HEA.raw
0186_MoTrPAC_PASS1B_HP-90441015806-HEA.raw
0187_MoTrPAC_PASS1B_HP-90444015806-HEA.raw
0188_MoTrPAC_PASS1B_HP-90449015806-HEA.raw
0189_MoTrPAC_PASS1B_HP-90450015806-HEA.raw
0189a_MoTrPAC_PASS1B_HP-PREFA03.raw
0189b_MoTrPAC_PASS1B_HP-PREFB03.raw
0190_MoTrPAC_PASS1B_HP-90559015806-HEA.raw
0191_MoTrPAC_PASS1B_HP-90560015806-HEA.raw
0192_MoTrPAC_PASS1B_HP-90564015806-HEA.raw
0193_MoTrPAC_PASS1B_HP-90567015806-HEA.raw
0194_MoTrPAC_PASS1B_HP-90571015806-HEA.raw
0195_MoTrPAC_PASS1B_HP-90576015806-HEA.raw
0196_MoTrPAC_PASS1B_HP-90578015806-HEA.raw
0197_MoTrPAC_PASS1B_HP-90581015806-HEA.raw
0198_MoTrPAC_PASS1B_HP-90585015806-HEA.raw
0199_MoTrPAC_PASS1B_HP-90587015806-HEA.raw
0199a_MoTrPAC_PASS1B_HP-Sed03-HEA.raw
0199b_MoTrPAC_PASS1B_HP-Sed04-HEA.raw
0199c_MoTrPAC_PASS1B_HP-IPE03-HEA.raw
0199d_MoTrPAC_PASS1B_HP-IPE04-HEA.raw
0199e_MoTrPAC_PASS1B_HP-PREFA04.raw
0199f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST001987
Initiating REDU-table generation for AN003238
Rest length is 96
raw file key found.
Initiating REDU-table generation for AN003239
Rest length is 96
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1204/3150 [1:09:28<1:22:53,  2.56s/it]
 38%|███▊      | 1206/3150 [1:09:28<51:26,  1.59s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1208/3150 [1:09:31<48:33,  1.50s/it]
CP0Hour16
Neg13.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg18.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg19.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg20.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg26.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg30.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg35.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg38.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg41.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg42.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg7.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour16
Neg8.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg16.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg17.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg21.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg22.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg23.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg29.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg33.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg36.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg37.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg43.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg5.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP0Hour5
Neg6.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg10.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg12.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg15.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg25.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg27.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg31.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg32.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg39.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg4.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg45.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg47.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour16
Neg48.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg1.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg11.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg14.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg2.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg24.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg28.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg3.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg34.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg40.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg44.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg46.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidNeg
CP2Hour5
Neg9.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos13.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos18.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos19.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos20.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos26.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos30.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos35.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos38.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos41.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos42.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos7.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour16
Pos8.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour5
Pos16.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour5
Pos17.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour5
Pos21.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour5
Pos22.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour5
Pos23.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour5
Pos29.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour5
Pos33.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour5
Pos36.mzML
BacteriaInMetabolomicsworkbench
mzMLCentroidPos
CP0Hour5
Pos37.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST000587
No raw data detected. Ignoring ST000587
Processing  ST002433
No raw data detected. Ignoring ST002433
Processing  ST000767
No raw data detected. Ignoring ST000767
Processing  ST003019
Initiating REDU-table generation for AN004953
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mydata
SR01.mzML
mydata
SR02.mzML
mydata
SR03.mzML
mydata
SR04.mzML
mydata
SR05.mzML
mydata
SR06.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000838
No raw data detected. Ignoring ST000838
Processing  ST003049
Initiating REDU-table generation for AN005000
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw files Platelets
Platelets_Donor_10_act_1.raw
Raw files Platelets
Platelets_Donor_10_act_2.raw
Raw files Platelets
Platelets_Donor_10_con_1.raw
Raw files Platelets
Platelets_Donor_10_con_2.raw
Raw files Platelets
Platelets_Donor_11_act_1.raw
Raw files Platelets
Platelets_Donor_11_act_2.raw
Raw files Platelets
Platelets_Donor_11_con_1.raw
Raw files Platelets
Platelets_Donor_11_con_2.raw
Raw files Platelets
Platelets_Donor_12_act_1.raw
Raw files Platelets
Platelets_Donor_12_act_2.raw
Raw files Platelets
Platelets_Donor_12_con_1.raw
Raw files Platelets
Platelets_Donor_12_con_2.raw
Raw files Platelets
Platelets_Donor_1_act_1.raw
Raw files Platelets
Platelets_Donor_1_act_2.raw
Raw files Platelets
Platelets_Donor_1_con_1.raw
Raw files Platelets
Platelets_Donor_1_con_2.raw
Raw files Platelets
Platelets_Donor_2_act_1.raw
Raw files Platelets
Platelets_Donor_2_act_2.raw
Raw files Platelets
Platelets_Donor_2_con_1.raw
Raw files Platelets
Platelets_Donor_2_con_2.raw
Raw files Platelets
Platelets_Donor_3_act_1.raw
Raw files Platelets
Platelets_Donor_3_act_2.raw
Raw files Platelets
Platelets_Donor_3_con_1.raw
Raw files Platelets
Platelets_Donor_3_con_2.raw
Raw files Platelets
Platelets_Donor_4_act_1.raw
Raw files Platelets
Platelets_Donor_4_act_2.raw
Raw files Platelets
Platelets_Donor_4_con_1.raw
Raw files Platelets
Platelets_Donor_4_con_2.raw
Raw files Platelets
Platelets_Donor_5_act_1.raw
Raw files Platelets
Platelets_Donor_5_act_2.raw
Raw files Platelets
Platelets_Donor_5_con_1.raw
Raw files Platelets
Platelets_Donor_5_con_2.raw
Raw files Platelets
Platelets_Donor_6_act_1.raw
Raw files Platelets
Platelets_Donor_6_act_2.raw
Raw files Platelets
Platelets_Donor_6_con_1.raw
Raw files Platelets
Platelets_Donor_6_con_2.raw
Raw files Platelets
Platelets_Donor_7_act_1.raw
Raw files Platelets
Platelets_Donor_7_act_2.raw
Raw files Platelets
Platelets_Donor_7_con_1.raw
Raw files Platelets
Platelets_Donor_7_con_2.raw
Raw files Platelets
Platelets_Donor_8_act_1.raw
Raw files Platelets
Platelets_Donor_8_act_2.raw
Raw files Platelets
Platelets_Donor_8_con_1.raw
Raw files Platelets
Platelets_Donor_8_con_2.raw
Raw files Platelets
Platelets_Donor_9_act_1.raw
Raw files Platelets
Platelets_Donor_9_act_2.raw
Raw files Platelets
Platelets_Donor_9_con_1.raw
Raw files Platelets
Platelets_Donor_9_con_2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1210/3150 [1:09:33<45:33,  1.41s/it]
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST003203
Initiating REDU-table generation for AN005253
Rest length is 78
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005254
Rest length is 78
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Negative data
MXP500L-0-5812_1008952698_03_1_1_1_00_1008951937.wiff
Negative data
MXP500L-0-5812_1008952698_04_1_1_1_00_1008952011.wiff
Negative data
MXP500L-0-5812_1008952698_05_1_1_1_00_1008952097.wiff
Negative data
MXP500L-0-5812_1008952698_06_1_1_1_00_1008952165.wiff
Negative data
MXP500L-0-5812_1008952698_07_1_1_1_00_1008952248.wiff
Negative data
MXP500L-0-5812_1008952698_08_1_1_1_00_1008952316.wiff
Negative data
MXP500L-0-5812_1008952698_09_1_1_1_00_1008952392.wiff
Negative data
MXP500L-0-5812_1008952698_10_1_1_1_00_1008952475.wiff
Negative data
MXP500L-0-5812_1008952698_11_1_1_1_00_1008952543.wiff
Negative data
MXP500L-0-5812_1008952698_12_1_1_1_00_1008952626.wiff
Negative data
MXP500L-0-5812_1008952698_15_1_1_1_00_1008951941.wiff
Negative data
MXP500L-0-5812_1008952698_16_1_1_1_00_1008952025.wiff
Negative data
MXP500L-0-5812_1008952698_17_1_1_1_00_1008952108.wiff
Negative data
MXP500L-0-5812_1008952698_18_1_1_1_00_1008952170.wiff
Negative data
MXP500L-0-5812_1008952698_19_1_1_1_00_1008952252.wiff
Negative data
MXP500L-0-5812_1008952698_20_1_1_1_00_1008952321.wiff
Negative data
MXP500L-0-5812_1008952698_21_1_1_1_00_1008952403.wiff
Negative data
MXP500L-0-5812_1008952698_22_1_1_1_00_1008952480.wiff
Negative data
MXP500L-0-5812_1008952698_23_1_1_1_00_1008952558.wiff
Negative data
MXP500L-0-5812_1008952698_24_1_1_1_00_1008952631.wiff
Negative data
MXP500L-0-5812_1008952698_27_1_1_1_00_1008951956.wiff
Negative data
MXP500L-0-5812_1008952698_28_1_1_1_00_1008952030.wiff
Negative data
MXP500L-0-5812_1008952698_30_1_1_1_00_1008952184.wiff
Negative data
MXP500L-0-5812_1008952698_31_1_1_1_00_1008952267.wiff
Negative data
MXP500L-0-5812_1008952698_32_1_1_1_00_1008952335.wiff
Negative data
MXP500L-0-5812_1008952698_33_1_1_1_00_1008952418.wiff
Negative data
MXP500L-0-5812_1008952698_34_1_1_1_00_1008952494.wiff
Negative data
MXP500L-0-5812_1008952698_35_1_1_1_00_1008952562.wiff
Negative data
MXP500L-0-5812_1008952698_36_1_1_1_00_1008952645.wiff
Negative data
MXP500L-0-5812_1008952698_39_1_1_1_00_1008951961.wiff
Negative data
MXP500L-0-5812_1008952698_40_1_1_1_00_1008952044.wiff
Negative data
MXP500L-0-5812_1008952698_41_1_1_1_00_1008952112.wiff
Negative data
MXP500L-0-5812_1008952698_42_1_1_1_00_1008952199.wiff
Negative data
MXP500L-0-5812_1008952698_43_1_1_1_00_1008952271.wiff
Negative data
MXP500L-0-5812_1008952698_44_1_1_1_00_1008952340.wiff
Negative data
MXP500L-0-5812_1008952698_45_1_1_1_00_1008952422.wiff
Negative data
MXP500L-0-5812_1008952698_47_1_1_1_00_1008952577.wiff
Negative data
MXP500L-0-5812_1008952698_48_1_1_1_00_1008952650.wiff
Negative data
MXP500L-0-5812_1008952698_51_1_1_1_00_1008951975.wiff
Negative data
MXP500L-0-5812_1008952698_52_1_1_1_00_1008952059.wiff
Negative data
MXP500L-0-5812_1008952698_53_1_1_1_00_1008952127.wiff
Negative data
MXP500L-0-5812_1008952698_54_1_1_1_00_1008952200.wiff
Negative data
MXP500L-0-5812_1008952698_55_1_1_1_00_1008952286.wiff
Negative data
MXP500L-0-5812_1008952698_56_1_1_1_00_1008952354.wiff
Negative data
MXP500L-0-5812_1008952698_57_1_1_1_00_1008952437.wiff
Negative data
MXP500L-0-5812_1008952698_58_1_1_1_00_1008952505.wiff
Negative data
MXP500L-0-5812_1008952698_59_1_1_1_00_1008952581.wiff
Negative data
MXP500L-0-5812_1008952698_60_1_1_1_00_1008952664.wiff
Negative data
MXP500L-0-5812_1008952698_63_1_1_1_00_1008951980.wiff
Negative data
MXP500L-0-5812_1008952698_64_1_1_1_00_1008952063.wiff
Negative data
MXP500L-0-5812_1008952698_65_1_1_1_00_1008952131.wiff
Negative data
MXP500L-0-5812_1008952698_66_1_1_1_00_1008952214.wiff
Negative data
MXP500L-0-5812_1008952698_67_1_1_1_00_1008952291.wiff
Negative data
MXP500L-0-5812_1008952698_68_1_1_1_00_1008952369.wiff
Negative data
MXP500L-0-5812_1008952698_69_1_1_1_00_1008952441.wiff
Negative data
MXP500L-0-5812_1008952698_70_1_1_1_00_1008952510.wiff
Negative data
MXP500L-0-5812_1008952698_71_1_1_1_00_1008952596.wiff
Negative data
MXP500L-0-5812_1008952698_72_1_1_1_00_1008952679.wiff
Negative data
MXP500L-0-5812_1008952698_74_1_1_1_00_1008951918.wiff
Negative data
MXP500L-0-5812_1008952698_75_1_1_1_00_1008951994.wiff
Negative data
MXP500L-0-5812_1008952698_76_1_1_1_00_1008952078.wiff
Negative data
MXP500L-0-5812_1008952698_77_1_1_1_00_1008952146.wiff
Negative data
MXP500L-0-5812_1008952698_78_1_1_1_00_1008952229.wiff
Negative data
MXP500L-0-5812_1008952698_80_1_1_1_00_1008952373.wiff
Negative data
MXP500L-0-5812_1008952698_81_1_1_1_00_1008952456.wiff
Negative data
MXP500L-0-5812_1008952698_82_1_1_1_00_1008952524.wiff
Negative data
MXP500L-0-5812_1008952698_83_1_1_1_00_1008952607.wiff
Negative data
MXP500L-0-5812_1008952698_84_1_1_1_00_1008952683.wiff
Negative data
MXP500L-0-5812_1008952698_86_1_1_1_00_1008951922.wiff
Negative data
MXP500L-0-5812_1008952698_87_1_1_1_00_1008952006.wiff
Negative data
MXP500L-0-5812_1008952698_88_1_1_1_00_1008952082.wiff
Negative data
MXP500L-0-5812_1008952698_89_1_1_1_00_1008952151.wiff
Negative data
MXP500L-0-5812_1008952698_90_1_1_1_00_1008952233.wiff
Negative data
MXP500L-0-5812_1008952698_91_1_1_1_00_1008952301.wiff
Negative data
MXP500L-0-5812_1008952698_92_1_1_1_00_1008952388.wiff
Negative data
MXP500L-0-5812_1008952698_93_1_1_1_00_1008952461.wiff
Negative data
MXP500L-0-5812_1008952698_94_1_1_1_00_1008952539.wiff
Negative data
MXP500L-0-5812_1008952698_95_1_1_1_00_1008952611.wiff
Positive data
MXP500L-0-5812_1008952698_03_0_1_1_00_1008951937.wiff
Positive data
MXP500L-0-5812_1008952698_04_0_1_1_00_1008952011.wiff
Positive data
MXP500L-0-5812_1008952698_05_0_1_1_00_1008952097.wiff
Positive data
MXP500L-0-5812_1008952698_06_0_1_1_00_1008952165.wiff
Positive data
MXP500L-0-5812_1008952698_07_0_1_1_00_1008952248.wiff
Positive data
MXP500L-0-5812_1008952698_08_0_1_1_00_1008952316.wiff
Positive data
MXP500L-0-5812_1008952698_09_0_1_1_00_1008952392.wiff
Positive data
MXP500L-0-5812_1008952698_10_0_1_1_00_1008952475.wiff
Positive data
MXP500L-0-5812_1008952698_11_0_1_1_00_1008952543.wiff
Positive data
MXP500L-0-5812_1008952698_12_0_1_1_00_1008952626.wiff
Positive data
MXP500L-0-5812_1008952698_15_0_1_1_00_1008951941.wiff
Positive data
MXP500L-0-5812_1008952698_16_0_1_1_00_1008952025.wiff
Positive data
MXP500L-0-5812_1008952698_17_0_1_1_00_1008952108.wiff
Positive data
MXP500L-0-5812_1008952698_18_0_1_1_00_1008952170.wiff
Positive data
MXP500L-0-5812_1008952698_19_0_1_1_00_1008952252.wiff
Positive data
MXP500L-0-5812_1008952698_20_0_1_1_00_1008952321.wiff
Positive data
MXP500L-0-5812_1008952698_21_0_1_1_00_1008952403.wiff
Positive data
MXP500L-0-5812_1008952698_22_0_1_1_00_1008952480.wiff
Positive data
MXP500L-0-5812_1008952698_23_0_1_1_00_1008952558.wiff
Positive data
MXP500L-0-5812_1008952698_24_0_1_1_00_1008952631.wiff
Positive data
MXP500L-0-5812_1008952698_27_0_1_1_00_1008951956.wiff
Positive data
MXP500L-0-5812_1008952698_28_0_1_1_00_1008952030.wiff
Positive data
MXP500L-0-5812_1008952698_30_0_1_1_00_1008952184.wiff
Positive data
MXP500L-0-5812_1008952698_31_0_1_1_00_1008952267.wiff
Positive data
MXP500L-0-5812_1008952698_32_0_1_1_00_1008952335.wiff
Positive data
MXP500L-0-5812_1008952698_33_0_1_1_00_1008952418.wiff
Positive data
MXP500L-0-5812_1008952698_34_0_1_1_00_1008952494.wiff
Positive data
MXP500L-0-5812_1008952698_35_0_1_1_00_1008952562.wiff
Positive data
MXP500L-0-5812_1008952698_36_0_1_1_00_1008952645.wiff
Positive data
MXP500L-0-5812_1008952698_39_0_1_1_00_1008951961.wiff
Positive data
MXP500L-0-5812_1008952698_40_0_1_1_00_1008952044.wiff
Positive data
MXP500L-0-5812_1008952698_41_0_1_1_00_1008952112.wiff
Positive data
MXP500L-0-5812_1008952698_42_0_1_1_00_1008952199.wiff
Positive data
MXP500L-0-5812_1008952698_43_0_1_1_00_1008952271.wiff
Positive data
MXP500L-0-5812_1008952698_44_0_1_1_00_1008952340.wiff
Positive data
MXP500L-0-5812_1008952698_45_0_1_1_00_1008952422.wiff
Positive data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 38%|███▊      | 1211/3150 [1:09:37<58:56,  1.82s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▊      | 1213/3150 [1:09:40<55:17,  1.71s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▊      | 1215/3150 [1:09:42<49:06,  1.52s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▊      | 1219/3150 [1:09:56<1:19:21,  2.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▊      | 1220/3150 [1:09:58<1:18:16,  2.43s/it]
MXP500L-0-5812_1008952698_47_0_1_1_00_1008952577.wiff
Positive data
MXP500L-0-5812_1008952698_48_0_1_1_00_1008952650.wiff
Positive data
MXP500L-0-5812_1008952698_51_0_1_1_00_1008951975.wiff
Positive data
MXP500L-0-5812_1008952698_52_0_1_1_00_1008952059.wiff
Positive data
MXP500L-0-5812_1008952698_53_0_1_1_00_1008952127.wiff
Positive data
MXP500L-0-5812_1008952698_54_0_1_1_00_1008952200.wiff
Positive data
MXP500L-0-5812_1008952698_55_0_1_1_00_1008952286.wiff
Positive data
MXP500L-0-5812_1008952698_56_0_1_1_00_1008952354.wiff
Positive data
MXP500L-0-5812_1008952698_57_0_1_1_00_1008952437.wiff
Positive data
MXP500L-0-5812_1008952698_58_0_1_1_00_1008952505.wiff
Positive data
MXP500L-0-5812_1008952698_59_0_1_1_00_1008952581.wiff
Positive data
MXP500L-0-5812_1008952698_60_0_1_1_00_1008952664.wiff
Positive data
MXP500L-0-5812_1008952698_63_0_1_1_00_1008951980.wiff
Positive data
MXP500L-0-5812_1008952698_64_0_1_1_00_1008952063.wiff
Positive data
MXP500L-0-5812_1008952698_65_0_1_1_00_1008952131.wiff
Positive data
MXP500L-0-5812_1008952698_66_0_1_1_00_1008952214.wiff
Positive data
MXP500L-0-5812_1008952698_67_0_1_1_00_1008952291.wiff
Positive data
MXP500L-0-5812_1008952698_68_0_1_1_00_1008952369.wiff
Positive data
MXP500L-0-5812_1008952698_69_0_1_1_00_1008952441.wiff
Positive data
MXP500L-0-5812_1008952698_70_0_1_1_00_1008952510.wiff
Positive data
MXP500L-0-5812_1008952698_71_0_1_1_00_1008952596.wiff
Positive data
MXP500L-0-5812_1008952698_72_0_1_1_00_1008952679.wiff
Positive data
MXP500L-0-5812_1008952698_74_0_1_1_00_1008951918.wiff
Positive data
MXP500L-0-5812_1008952698_75_0_1_1_00_1008951994.wiff
Positive data
MXP500L-0-5812_1008952698_76_0_1_1_00_1008952078.wiff
Positive data
MXP500L-0-5812_1008952698_77_0_1_1_00_1008952146.wiff
Positive data
MXP500L-0-5812_1008952698_78_0_1_1_00_1008952229.wiff
Positive data
MXP500L-0-5812_1008952698_80_0_1_1_00_1008952373.wiff
Positive data
MXP500L-0-5812_1008952698_81_0_1_1_00_1008952456.wiff
Positive data
MXP500L-0-5812_1008952698_82_0_1_1_00_1008952524.wiff
Positive data
MXP500L-0-5812_1008952698_83_0_1_1_00_1008952607.wiff
Positive data
MXP500L-0-5812_1008952698_84_0_1_1_00_1008952683.wiff
Positive data
MXP500L-0-5812_1008952698_86_0_1_1_00_1008951922.wiff
Positive data
MXP500L-0-5812_1008952698_87_0_1_1_00_1008952006.wiff
Positive data
MXP500L-0-5812_1008952698_88_0_1_1_00_1008952082.wiff
Positive data
MXP500L-0-5812_1008952698_89_0_1_1_00_1008952151.wiff
Positive data
MXP500L-0-5812_1008952698_90_0_1_1_00_1008952233.wiff
Positive data
MXP500L-0-5812_1008952698_91_0_1_1_00_1008952301.wiff
Positive data
MXP500L-0-5812_1008952698_92_0_1_1_00_1008952388.wiff
Positive data
MXP500L-0-5812_1008952698_93_0_1_1_00_1008952461.wiff
Positive data
MXP500L-0-5812_1008952698_94_0_1_1_00_1008952539.wiff
Positive data
MXP500L-0-5812_1008952698_95_0_1_1_00_1008952611.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 156 rows!
Extracted information for 156 samples.
Processing  ST000493
No raw data detected. Ignoring ST000493
Processing  ST003127
Initiating REDU-table generation for AN005126
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005127
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HL_HetCD_1.raw
HL_HetCD_10.raw
HL_HetCD_2.raw
HL_HetCD_3.raw
HL_HetCD_5.raw
HL_HetCD_6.raw
HL_HetCD_7.raw
HL_HetCD_8.raw
HL_HetHFD_10.raw
HL_HetHFD_2.raw
HL_HetHFD_3.raw
HL_HetHFD_4.raw
HL_HetHFD_5.raw
HL_HetHFD_6.raw
HL_HetHFD_7.raw
HL_HetHFD_9.raw
HL_WTCD_1.raw
HL_WTCD_10.raw
HL_WTCD_2.raw
HL_WTCD_3.raw
HL_WTCD_4.raw
HL_WTCD_6.raw
HL_WTCD_8.raw
HL_WTCD_9.raw
HL_WTHFD_1.raw
HL_WTHFD_10.raw
HL_WTHFD_3.raw
HL_WTHFD_4.raw
HL_WTHFD_5.raw
HL_WTHFD_6.raw
HL_WTHFD_7.raw
HL_WTHFD_8.raw
HetCD_mixneg.raw
HetCD_mixpos.raw
HetHFD_mixneg.raw
HetHFD_mixpos.raw
WTCD_mixneg.raw
WTCD_mixpos.raw
WTHFD_mixneg.raw
WTHFD_mixpos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST001120
No raw data detected. Ignoring ST001120
Processing  ST002127
Initiating REDU-table generation for AN003480
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Study4
hsc-sot-nd-0h-1.cdf
Study4
hsc-sot-nd-0h-2.cdf
Study4
hsc-sot-nd-0h-3.cdf
Study4
hsc-sot-nd-1.cdf
Study4
hsc-sot-nd-12h-1.cdf
Study4
hsc-sot-nd-12h-2.cdf
Study4
hsc-sot-nd-12h-3.cdf
Study4
hsc-sot-nd-2.cdf
Study4
hsc-sot-nd-3.cdf
Study4
hsc-sot-nd-6h-1.cdf
Study4
hsc-sot-nd-6h-2.cdf
Study4
hsc-sot-nd-6h-3.cdf
Study4
hsc-sot-nr-0h-1.cdf
Study4
hsc-sot-nr-0h-2.cdf
Study4
hsc-sot-nr-0h-3.cdf
Study4
hsc-sot-nr-1.cdf
Study4
hsc-sot-nr-12h-1.cdf
Study4
hsc-sot-nr-12h-2.cdf
Study4
hsc-sot-nr-12h-3.cdf
Study4
hsc-sot-nr-2.cdf
Study4
hsc-sot-nr-3.cdf
Study4
hsc-sot-nr-6h-1.cdf
Study4
hsc-sot-nr-6h-2.cdf
Study4
hsc-sot-nr-6h-3.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002933
No raw data detected. Ignoring ST002933
Processing  ST000978
No raw data detected. Ignoring ST000978
Processing  ST000368
No raw data detected. Ignoring ST000368
Processing  ST001879
Initiating REDU-table generation for AN003039
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
cdf para deposito
20210513_ColmIM1_1.cdf
cdf para deposito
20210513_ColmIM2_1_1.cdf
cdf para deposito
20210513_ColmIM3_1.cdf
cdf para deposito
20210513_ColmIM4_1.cdf
cdf para deposito
20210513_ColmIM5_1.cdf
cdf para deposito
20210513_ColmIM6_1.cdf
cdf para deposito
210514_IJ1colmo_1.cdf
cdf para deposito
210514_IJ2colmo_1.cdf
cdf para deposito
210514_IJ3colmo_1.cdf
cdf para deposito
210514_IJ4colmo_1.cdf
cdf para deposito
210514_IJ5colmo_1.cdf
cdf para deposito
210514_IJ6colmo_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 12
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST002009
Initiating REDU-table generation for AN003275
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
D1_1.mzML
D1_2.mzML
D1_3.mzML
D1_4.mzML
D1_5.mzML
D3_1.mzML
D3_2.mzML
D3_3.mzML
D3_4.mzML
D3_5.mzML
D5_1.mzML
D5_2.mzML
D5_3.mzML
D5_4.mzML
D5_5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST000878
Initiating REDU-table generation for AN001428
Rest length is 14
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa19_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa20_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa21_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa22_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa23_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa24_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa25_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa26_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa27_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa28_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa29_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa30_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa31_1.cdf
mx196443_Menezes_tissue
Menezes CDF files
141215bctsa33_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1221/3150 [1:10:00<1:16:55,  2.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1222/3150 [1:10:03<1:16:18,  2.37s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1223/3150 [1:10:05<1:18:21,  2.44s/it]
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST002913
Initiating REDU-table generation for AN004783
Rest length is 23
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM565.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM566.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM567.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM568.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM569.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM570.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM571.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM572.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM573.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM574.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM575.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM576.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM577.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM578.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM579.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM580.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM581.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM582.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM583.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM584.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM585.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM586.raw
Dataset5_100nM_FA_Timecourse_K562_HILIC_2ndAttempt
Copy of 20211130_QE1_HILIC_K562_TC_Polar_AM587.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST002477
Initiating REDU-table generation for AN004046
Rest length is 89
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Upload
PMN_02.mzXML
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PMN_03.mzXML
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PMN_04.mzXML
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PMN_05.mzXML
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PMN_06.mzXML
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PMN_07.mzXML
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PMN_08.mzXML
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PMN_10.mzXML
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PMN_12.mzXML
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PMN_46.mzXML
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PMN_91.mzXML
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PMN_92.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 75 rows!
Extracted information for 75 samples.
Processing  ST000268
No raw data detected. Ignoring ST000268
Processing  ST002536
Initiating REDU-table generation for AN004171
Rest length is 48
raw file key found.
Initiating REDU-table generation for AN004172
Rest length is 48
raw file key found.
Initiating REDU-table generation for AN004173
Rest length is 48
raw file key found.
Initiating REDU-table generation for AN004174
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
CN
0002_MOO_GOP_TC_CN-HC001_N.raw
CN
0003_MOO_GOP_TC_CN-HC002_N.raw
CN
0004_MOO_GOP_TC_CN-HC002_T.raw
CN
0005_MOO_GOP_TC_CN-HC003_T.raw
CN
0006_MOO_GOP_TC_CN-HC003_N.raw
CN
0007_MOO_GOP_TC_CN-HC004_N.raw
CN
0008_MOO_GOP_TC_CN-HC004_T.raw
CN
0009_MOO_GOP_TC_CN-HC005_N.raw
CN
0010_MOO_GOP_TC_CN-HC005_T.raw
CN
0011_MOO_GOP_TC_CN-HC006_N.raw
CN
0012_MOO_GOP_TC_CN-HC006_T.raw
CN
0013_MOO_GOP_TC_CN-HC007_N.raw
CN
0014_MOO_GOP_TC_CN-HC007_T.raw
CN
0015_MOO_GOP_TC_CN-HC008_T.raw
CN
0016_MOO_GOP_TC_CN-HC008_N.raw
CN
0017_MOO_GOP_TC_CN-HC009_T.raw
CN
0018_MOO_GOP_TC_CN-HC009_N.raw
CN
0019_MOO_GOP_TC_CN-HC010_T.raw
CN
0020_MOO_GOP_TC_CN-HC010_N.raw
CN
0020a_MOO_GOP_TC_CN-PREFA02.raw
CN
0020b_MOO_GOP_TC_CN-PREFB02.raw
CN
0021_MOO_GOP_TC_CN-HC011_N.raw
CN
0022_MOO_GOP_TC_CN-HC011_T.raw
CN
0023_MOO_GOP_TC_CN-HC012_T.raw
CN
0024_MOO_GOP_TC_CN-HC012_N.raw
CN
0025_MOO_GOP_TC_CN-HC013_N.raw
CN
0026_MOO_GOP_TC_CN-HC013_T.raw
CN
0027_MOO_GOP_TC_CN-HC014_T.raw
CN
0028_MOO_GOP_TC_CN-HC014_N.raw
CN
0029_MOO_GOP_TC_CN-HC015_T.raw
CN
0030_MOO_GOP_TC_CN-HC015_N.raw
CN
0031_MOO_GOP_TC_CN-HC016_T.raw
CN
0032_MOO_GOP_TC_CN-HC016_N.raw
CN
0033_MOO_GOP_TC_CN-HC017_T.raw
CN
0034_MOO_GOP_TC_CN-HC018_T.raw
CN
0035_MOO_GOP_TC_CN-HC019_T.raw
CN
0036_MOO_GOP_TC_CN-HC020_T.raw
CN
0037_MOO_GOP_TC_CN-HC021_T.raw
CN
0038_MOO_GOP_TC_CN-HC021_N.raw
CN
0039_MOO_GOP_TC_CN-HC022_N.raw
CN
0040_MOO_GOP_TC_CN-HC022_T.raw
CN
0041_MOO_GOP_TC_CN-HC023_T.raw
CN
0042_MOO_GOP_TC_CN-HC024_T.raw
CN
0042a_MOO_GOP_TC_CN-PREFA03.raw
CN
0042b_MOO_GOP_TC_CN-PREFB03.raw
CN
0043a_0000rea_MOO_GOP_TC_CN-PREFA01.raw
CN
0043b_0000reb_MOO_GOP_TC_CN-PREFB01.raw
CN
0043c_0001re_MOO_GOP_TC_CN-HC001_T.raw
CP
0001_MOO_GOP_TC_CP-HC001_T.raw
CP
0002_MOO_GOP_TC_CP-HC001_N.raw
CP
0003_MOO_GOP_TC_CP-HC002_N.raw
CP
0004_MOO_GOP_TC_CP-HC002_T.raw
CP
0005_MOO_GOP_TC_CP-HC003_T.raw
CP
0006_MOO_GOP_TC_CP-HC003_N.raw
CP
0007_MOO_GOP_TC_CP-HC004_N.raw
CP
0008_MOO_GOP_TC_CP-HC004_T.raw
CP
0009_MOO_GOP_TC_CP-HC005_N.raw
CP
0010_MOO_GOP_TC_CP-HC005_T.raw
CP
0011_MOO_GOP_TC_CP-HC006_N.raw
CP
0012_MOO_GOP_TC_CP-HC006_T.raw
CP
0013_MOO_GOP_TC_CP-HC007_N.raw
CP
0014_MOO_GOP_TC_CP-HC007_T.raw
CP
0015_MOO_GOP_TC_CP-HC008_T.raw
CP
0016_MOO_GOP_TC_CP-HC008_N.raw
CP
0017_MOO_GOP_TC_CP-HC009_T.raw
CP
0018_MOO_GOP_TC_CP-HC009_N.raw
CP
0019_MOO_GOP_TC_CP-HC010_T.raw
CP
0020_MOO_GOP_TC_CP-HC010_N.raw
CP
0021_MOO_GOP_TC_CP-HC011_N.raw
CP
0022_MOO_GOP_TC_CP-HC011_T.raw
CP
0023_MOO_GOP_TC_CP-HC012_T.raw
CP
0024_MOO_GOP_TC_CP-HC012_N.raw
CP
0025_MOO_GOP_TC_CP-HC013_N.raw
CP
0026_MOO_GOP_TC_CP-HC013_T.raw
CP
0027_MOO_GOP_TC_CP-HC014_T.raw
CP
0028_MOO_GOP_TC_CP-HC014_N.raw
CP
0029_MOO_GOP_TC_CP-HC015_T.raw
CP
0030_MOO_GOP_TC_CP-HC015_N.raw
CP
0031_MOO_GOP_TC_CP-HC016_T.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1225/3150 [1:10:12<1:28:47,  2.77s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1227/3150 [1:10:15<1:12:38,  2.27s/it]
CP
0032_MOO_GOP_TC_CP-HC016_N.raw
CP
0033_MOO_GOP_TC_CP-HC017_T.raw
CP
0034_MOO_GOP_TC_CP-HC018_T.raw
CP
0035_MOO_GOP_TC_CP-HC019_T.raw
CP
0036_MOO_GOP_TC_CP-HC020_T.raw
CP
0037_MOO_GOP_TC_CP-HC021_T.raw
CP
0038_MOO_GOP_TC_CP-HC021_N.raw
CP
0039_MOO_GOP_TC_CP-HC022_N.raw
CP
0040_MOO_GOP_TC_CP-HC022_T.raw
CP
0041_MOO_GOP_TC_CP-HC023_T.raw
CP
0042_MOO_GOP_TC_CP-HC024_T.raw
HN
0001_MOO_TC_HN_HC001_T.raw
HN
0002_MOO_TC_HN_HC001_N.raw
HN
0003_MOO_TC_HN_HC002_N.raw
HN
0004_MOO_TC_HN_HC002_T.raw
HN
0005_MOO_TC_HN_HC003_T.raw
HN
0006_MOO_TC_HN_HC003_N.raw
HN
0007_MOO_TC_HN_HC004_N.raw
HN
0008_MOO_TC_HN_HC004_T.raw
HN
0009_MOO_TC_HN_HC005_N.raw
HN
0010_MOO_TC_HN_HC005_T.raw
HN
0011_MOO_TC_HN_HC006_N.raw
HN
0012_MOO_TC_HN_HC006_T.raw
HN
0013_MOO_TC_HN_HC007_N.raw
HN
0014_MOO_TC_HN_HC007_T.raw
HN
0015_MOO_TC_HN_HC008_T.raw
HN
0016_MOO_TC_HN_HC008_N.raw
HN
0017_MOO_TC_HN_HC009_T.raw
HN
0018_MOO_TC_HN_HC009_N.raw
HN
0019_MOO_TC_HN_HC010_T.raw
HN
0020_MOO_TC_HN_HC010_N.raw
HN
0021_MOO_TC_HN_HC011_N.raw
HN
0022_MOO_TC_HN_HC011_T.raw
HN
0023_MOO_TC_HN_HC012_T.raw
HN
0024_MOO_TC_HN_HC012_N.raw
HN
0025_MOO_TC_HN_HC013_N.raw
HN
0026_MOO_TC_HN_HC013_T.raw
HN
0027_MOO_TC_HN_HC014_T.raw
HN
0028_MOO_TC_HN_HC014_N.raw
HN
0029_MOO_TC_HN_HC015_T.raw
HN
0030_MOO_TC_HN_HC015_N.raw
HN
0031_MOO_TC_HN_HC016_T.raw
HN
0032_MOO_TC_HN_HC016_N.raw
HN
0033_MOO_TC_HN_HC017_T.raw
HN
0034_MOO_TC_HN_HC018_T.raw
HN
0035_MOO_TC_HN_HC019_T.raw
HN
0036_MOO_TC_HN_HC020_T.raw
HN
0037_MOO_TC_HN_HC021_T.raw
HN
0038_MOO_TC_HN_HC021_N.raw
HN
0039_MOO_TC_HN_HC022_N.raw
HN
0040_MOO_TC_HN_HC022_T_180119152600.raw
HN
0041_MOO_TC_HN_HC023_T.raw
HN
0042_MOO_TC_HN_HC024_T.raw
HP
0001_MOO_GOP_TC_HP-HC001_T.raw
HP
0002_MOO_GOP_TC_HP-HC001_N.raw
HP
0003_MOO_GOP_TC_HP-HC002_N.raw
HP
0004_MOO_GOP_TC_HP-HC002_T.raw
HP
0005_MOO_GOP_TC_HP-HC003_T.raw
HP
0006_MOO_GOP_TC_HP-HC003_N.raw
HP
0007_MOO_GOP_TC_HP-HC004_N.raw
HP
0008_MOO_GOP_TC_HP-HC004_T.raw
HP
0009_MOO_GOP_TC_HP-HC005_N.raw
HP
0010_MOO_GOP_TC_HP-HC005_T.raw
HP
0011_MOO_GOP_TC_HP-HC006_N.raw
HP
0012_MOO_GOP_TC_HP-HC006_T.raw
HP
0013_MOO_GOP_TC_HP-HC007_N.raw
HP
0014_MOO_GOP_TC_HP-HC007_T.raw
HP
0015_MOO_GOP_TC_HP-HC008_T.raw
HP
0016_MOO_GOP_TC_HP-HC008_N.raw
HP
0017_MOO_GOP_TC_HP-HC009_T.raw
HP
0018_MOO_GOP_TC_HP-HC009_N.raw
HP
0019_MOO_GOP_TC_HP-HC010_T.raw
HP
0020_MOO_GOP_TC_HP-HC010_N.raw
HP
0021_MOO_GOP_TC_HP-HC011_N.raw
HP
0022_MOO_GOP_TC_HP-HC011_T.raw
HP
0023_MOO_GOP_TC_HP-HC012_T.raw
HP
0024_MOO_GOP_TC_HP-HC012_N.raw
HP
0025_MOO_GOP_TC_HP-HC013_N.raw
HP
0026_MOO_GOP_TC_HP-HC013_T.raw
HP
0027_MOO_GOP_TC_HP-HC014_T.raw
HP
0028_MOO_GOP_TC_HP-HC014_N.raw
HP
0029_MOO_GOP_TC_HP-HC015_T.raw
HP
0030_MOO_GOP_TC_HP-HC015_N.raw
HP
0031_MOO_GOP_TC_HP-HC016_T.raw
HP
0032_MOO_GOP_TC_HP-HC016_N.raw
HP
0033_MOO_GOP_TC_HP-HC017_T.raw
HP
0034_MOO_GOP_TC_HP-HC018_T.raw
HP
0035_MOO_GOP_TC_HP-HC019_T.raw
HP
0036_MOO_GOP_TC_HP-HC020_T.raw
HP
0037_MOO_GOP_TC_HP-HC021_T.raw
HP
0038_MOO_GOP_TC_HP-HC021_N.raw
HP
0039_MOO_GOP_TC_HP-HC022_N.raw
HP
0040_MOO_GOP_TC_HP-HC022_T.raw
HP
0041_MOO_GOP_TC_HP-HC023_T.raw
HP
0042_MOO_GOP_TC_HP-HC024_T.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 174 rows!
Extracted information for 174 samples.
Processing  ST002282
No raw data detected. Ignoring ST002282
Processing  ST003211
Initiating REDU-table generation for AN005266
Rest length is 85
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
zqu_PW_rawData
EJ_001.mzXML
zqu_PW_rawData
EJ_002.mzXML
zqu_PW_rawData
EJ_003.mzXML
zqu_PW_rawData
EJ_004.mzXML
zqu_PW_rawData
EJ_005.mzXML
zqu_PW_rawData
EJ_006.mzXML
zqu_PW_rawData
EJ_007.mzXML
zqu_PW_rawData
EJ_008.mzXML
zqu_PW_rawData
EJ_009.mzXML
zqu_PW_rawData
EJ_010.mzXML
zqu_PW_rawData
EJ_011.mzXML
zqu_PW_rawData
EJ_012.mzXML
zqu_PW_rawData
EJ_013.mzXML
zqu_PW_rawData
EJ_014.mzXML
zqu_PW_rawData
EJ_015.mzXML
zqu_PW_rawData
EJ_016.mzXML
zqu_PW_rawData
EJ_017.mzXML
zqu_PW_rawData
EJ_018.mzXML
zqu_PW_rawData
EJ_019.mzXML
zqu_PW_rawData
EJ_020.mzXML
zqu_PW_rawData
EJ_021.mzXML
zqu_PW_rawData
EJ_022.mzXML
zqu_PW_rawData
EJ_023.mzXML
zqu_PW_rawData
EJ_024.mzXML
zqu_PW_rawData
EJ_025.mzXML
zqu_PW_rawData
EJ_026.mzXML
zqu_PW_rawData
EJ_027.mzXML
zqu_PW_rawData
EJ_028.mzXML
zqu_PW_rawData
EJ_029.mzXML
zqu_PW_rawData
EJ_030.mzXML
zqu_PW_rawData
EJ_031.mzXML
zqu_PW_rawData
EJ_032.mzXML
zqu_PW_rawData
EJ_033.mzXML
zqu_PW_rawData
EJ_034.mzXML
zqu_PW_rawData
EJ_035.mzXML
zqu_PW_rawData
EJ_036.mzXML
zqu_PW_rawData
EJ_037.mzXML
zqu_PW_rawData
EJ_038.mzXML
zqu_PW_rawData
EJ_039.mzXML
zqu_PW_rawData
EJ_040.mzXML
zqu_PW_rawData
EJ_041.mzXML
zqu_PW_rawData
EJ_042.mzXML
zqu_PW_rawData
EJ_043.mzXML
zqu_PW_rawData
EJ_044.mzXML
zqu_PW_rawData
EJ_045.mzXML
zqu_PW_rawData
EJ_046.mzXML
zqu_PW_rawData
EJ_047.mzXML
zqu_PW_rawData
EJ_048.mzXML
zqu_PW_rawData
EJ_049.mzXML
zqu_PW_rawData
EJ_050.mzXML
zqu_PW_rawData
EJ_051.mzXML
zqu_PW_rawData
EJ_052.mzXML
zqu_PW_rawData
EJ_053.mzXML
zqu_PW_rawData
EJ_054.mzXML
zqu_PW_rawData
EJ_055.mzXML
zqu_PW_rawData
EJ_056.mzXML
zqu_PW_rawData
EJ_057.mzXML
zqu_PW_rawData
EJ_058.mzXML
zqu_PW_rawData
EJ_059.mzXML
zqu_PW_rawData
EJ_060.mzXML
zqu_PW_rawData
EJ_061.mzXML
zqu_PW_rawData
EJ_062.mzXML
zqu_PW_rawData
EJ_063.mzXML
zqu_PW_rawData
EJ_064.mzXML
zqu_PW_rawData
EJ_065.mzXML
zqu_PW_rawData
EJ_066.mzXML
zqu_PW_rawData
EJ_067.mzXML
zqu_PW_rawData
EJ_068.mzXML
zqu_PW_rawData
EJ_069.mzXML
zqu_PW_rawData
EJ_070.mzXML
zqu_PW_rawData
EJ_071.mzXML
zqu_PW_rawData
EJ_072.mzXML
zqu_PW_rawData
EJ_073.mzXML
zqu_PW_rawData
EJ_074.mzXML
zqu_PW_rawData
EJ_075.mzXML
zqu_PW_rawData
EJ_076.mzXML
zqu_PW_rawData
EJ_077.mzXML
zqu_PW_rawData
EJ_078.mzXML
zqu_PW_rawData
EJ_079.mzXML
zqu_PW_rawData
EJ_080.mzXML
zqu_PW_rawData
EJ_081.mzXML
zqu_PW_rawData
EJ_082.mzXML
zqu_PW_rawData
EJ_083.mzXML
zqu_PW_rawData
EJ_084.mzXML
zqu_PW_rawData
EJ_085.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 85 rows!
Extracted information for 85 samples.
Processing  ST003328
Initiating REDU-table generation for AN005452
Rest length is 42
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/42 [00:00<?, ?it/s]

Mapping potential matches:  71%|███████▏  | 30/42 [00:00<00:00, 294.63it/s]
Mapping potential matches: 100%|██████████| 42/42 [00:00<00:00, 295.22it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005453
Rest length is 42
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/42 [00:00<?, ?it/s]

Mapping potential matches:  71%|███████▏  | 30/42 [00:00<00:00, 299.59it/s]
Mapping potential matches: 100%|██████████| 42/42 [00:00<00:00, 297.77it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1228/3150 [1:10:18<1:20:47,  2.52s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DS1-93 raw files
negative
DS1-93-001-.raw
DS1-93 raw files
negative
DS1-93-002-.raw
DS1-93 raw files
negative
DS1-93-003-.raw
DS1-93 raw files
negative
DS1-93-004-.raw
DS1-93 raw files
negative
DS1-93-005-.raw
DS1-93 raw files
negative
DS1-93-006-.raw
DS1-93 raw files
negative
DS1-93-007-.raw
DS1-93 raw files
negative
DS1-93-008-.raw
DS1-93 raw files
negative
DS1-93-009-.raw
DS1-93 raw files
negative
DS1-93-010-.raw
DS1-93 raw files
negative
DS1-93-011-.raw
DS1-93 raw files
negative
DS1-93-012-.raw
DS1-93 raw files
negative
DS1-93-013-.raw
DS1-93 raw files
negative
DS1-93-014-.raw
DS1-93 raw files
negative
DS1-93-015-.raw
DS1-93 raw files
negative
DS1-93-016-.raw
DS1-93 raw files
negative
DS1-93-017-.raw
DS1-93 raw files
negative
DS1-93-018-.raw
DS1-93 raw files
negative
DS1-93-019-.raw
DS1-93 raw files
negative
DS1-93-020-.raw
DS1-93 raw files
negative
DS1-93-021-.raw
DS1-93 raw files
negative
DS1-93-022-.raw
DS1-93 raw files
negative
DS1-93-023-.raw
DS1-93 raw files
negative
DS1-93-024-.raw
DS1-93 raw files
negative
DS1-93-025-.raw
DS1-93 raw files
negative
DS1-93-026-.raw
DS1-93 raw files
negative
DS1-93-027-.raw
DS1-93 raw files
negative
DS1-93-028-.raw
DS1-93 raw files
negative
DS1-93-029-.raw
DS1-93 raw files
negative
DS1-93-030-.raw
DS1-93 raw files
negative
DS1-93-031-.raw
DS1-93 raw files
negative
DS1-93-032-.raw
DS1-93 raw files
negative
DS1-93-033-.raw
DS1-93 raw files
negative
DS1-93-034-.raw
DS1-93 raw files
negative
DS1-93-035-.raw
DS1-93 raw files
negative
DS1-93-036-.raw
DS1-93 raw files
negative
DS1-93-037-.raw
DS1-93 raw files
negative
DS1-93-038-.raw
DS1-93 raw files
negative
DS1-93-039-.raw
DS1-93 raw files
negative
DS1-93-040-.raw
DS1-93 raw files
negative
DS1-93-041-.raw
DS1-93 raw files
negative
DS1-93-042-.raw
DS1-93 raw files
positive
DS1-93-001+.raw
DS1-93 raw files
positive
DS1-93-002+.raw
DS1-93 raw files
positive
DS1-93-003+.raw
DS1-93 raw files
positive
DS1-93-004+.raw
DS1-93 raw files
positive
DS1-93-005+.raw
DS1-93 raw files
positive
DS1-93-006+.raw
DS1-93 raw files
positive
DS1-93-007+.raw
DS1-93 raw files
positive
DS1-93-008+.raw
DS1-93 raw files
positive
DS1-93-009+.raw
DS1-93 raw files
positive
DS1-93-010+.raw
DS1-93 raw files
positive
DS1-93-011+.raw
DS1-93 raw files
positive
DS1-93-012+.raw
DS1-93 raw files
positive
DS1-93-013+.raw
DS1-93 raw files
positive
DS1-93-014+.raw
DS1-93 raw files
positive
DS1-93-015+.raw
DS1-93 raw files
positive
DS1-93-016+.raw
DS1-93 raw files
positive
DS1-93-017+.raw
DS1-93 raw files
positive
DS1-93-018+.raw
DS1-93 raw files
positive
DS1-93-019+.raw
DS1-93 raw files
positive
DS1-93-020+.raw
DS1-93 raw files
positive
DS1-93-021+.raw
DS1-93 raw files
positive
DS1-93-022+.raw
DS1-93 raw files
positive
DS1-93-023+.raw
DS1-93 raw files
positive
DS1-93-024+.raw
DS1-93 raw files
positive
DS1-93-025+.raw
DS1-93 raw files
positive
DS1-93-026+.raw
DS1-93 raw files
positive
DS1-93-027+.raw
DS1-93 raw files
positive
DS1-93-028+.raw
DS1-93 raw files
positive
DS1-93-029+.raw
DS1-93 raw files
positive
DS1-93-030+.raw
DS1-93 raw files
positive
DS1-93-031+.raw
DS1-93 raw files
positive
DS1-93-032+.raw
DS1-93 raw files
positive
DS1-93-033+.raw
DS1-93 raw files
positive
DS1-93-034+.raw
DS1-93 raw files
positive
DS1-93-035+.raw
DS1-93 raw files
positive
DS1-93-036+.raw
DS1-93 raw files
positive
DS1-93-037+.raw
DS1-93 raw files
positive
DS1-93-038+.raw
DS1-93 raw files
positive
DS1-93-039+.raw
DS1-93 raw files
positive
DS1-93-040+.raw
DS1-93 raw files
positive
DS1-93-041+.raw
DS1-93 raw files
positive
DS1-93-042+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 84 rows!
Extracted information for 84 samples.
Processing  ST003351
No raw data detected. Ignoring ST003351
Processing  ST000843
Initiating REDU-table generation for AN001364
Rest length is 67
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 373.74it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001365
Rest length is 67
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 372.65it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1230/3150 [1:10:21<1:09:20,  2.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1231/3150 [1:10:24<1:12:38,  2.27s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-01.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-02.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-03.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-04.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-05.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-06.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-07.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-08.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-09.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-10.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-11.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-12.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-13.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-14.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-15.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-17.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-18.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-19.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-20.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-21.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-22.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-23.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-24.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-25.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-26.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-27.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-28.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-29.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-30.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-31.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-32.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-33.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-34.mzXML
Zeki Lung Fluid OxyEndo
Raw Data
Zeki Lung Fluid and Plasma Simvastatin OxyEndo-BAL-AZ-35.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 34 rows!
Extracted information for 34 samples.
Processing  ST003486
Initiating REDU-table generation for AN005724
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
DS1-30 media raw files
DS1-30-13+.raw
DS1-30 media raw files
DS1-30-14+.raw
DS1-30 media raw files
DS1-30-15+.raw
DS1-30 media raw files
DS1-30-16+.raw
DS1-30 media raw files
DS1-30-17+.raw
DS1-30 media raw files
DS1-30-18+.raw
DS1-30 media raw files
DS1-30-19+.raw
DS1-30 media raw files
DS1-30-20+.raw
DS1-30 media raw files
DS1-30-21+.raw
DS1-30 media raw files
DS1-30-22+.raw
DS1-30 media raw files
DS1-30-23+.raw
DS1-30 media raw files
DS1-30-24+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST001908
Initiating REDU-table generation for AN003105
Rest length is 100
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
metabolomics-data
Set1_A_1.wiff
metabolomics-data
Set1_A_10.wiff
metabolomics-data
Set1_A_2.wiff
metabolomics-data
Set1_A_3.wiff
metabolomics-data
Set1_A_4.wiff
metabolomics-data
Set1_A_5.wiff
metabolomics-data
Set1_A_6.wiff
metabolomics-data
Set1_A_7.wiff
metabolomics-data
Set1_A_8.wiff
metabolomics-data
Set1_A_9.wiff
metabolomics-data
Set1_B_11.wiff
metabolomics-data
Set1_B_12.wiff
metabolomics-data
Set1_B_13.wiff
metabolomics-data
Set1_B_14.wiff
metabolomics-data
Set1_B_15.wiff
metabolomics-data
Set1_B_16.wiff
metabolomics-data
Set1_B_17.wiff
metabolomics-data
Set1_B_18.wiff
metabolomics-data
Set1_B_19.wiff
metabolomics-data
Set1_B_20.wiff
metabolomics-data
Set1_C_21.wiff
metabolomics-data
Set1_C_22.wiff
metabolomics-data
Set1_C_23.wiff
metabolomics-data
Set1_C_24.wiff
metabolomics-data
Set2_C_25.wiff
metabolomics-data
Set2_C_26.wiff
metabolomics-data
Set2_C_27.wiff
metabolomics-data
Set2_C_28.wiff
metabolomics-data
Set2_C_29.wiff
metabolomics-data
Set2_C_30.wiff
metabolomics-data
Set2_D_31.wiff
metabolomics-data
Set2_D_32.wiff
metabolomics-data
Set2_D_33.wiff
metabolomics-data
Set2_D_34.wiff
metabolomics-data
Set2_D_35.wiff
metabolomics-data
Set2_D_36.wiff
metabolomics-data
Set2_D_37.wiff
metabolomics-data
Set2_D_38.wiff
metabolomics-data
Set2_D_39.wiff
metabolomics-data
Set2_D_40.wiff
metabolomics-data
Set2_E_41.wiff
metabolomics-data
Set2_E_42.wiff
metabolomics-data
Set2_E_43.wiff
metabolomics-data
Set2_E_44.wiff
metabolomics-data
Set2_E_45.wiff
metabolomics-data
Set2_E_46.wiff
metabolomics-data
Set2_E_47.wiff
metabolomics-data
Set2_E_48.wiff
metabolomics-data
Set2_E_49.wiff
metabolomics-data
Set2_E_50.wiff
metabolomics-data
Set3_F_51.wiff
metabolomics-data
Set3_F_52.wiff
metabolomics-data
Set3_F_53.wiff
metabolomics-data
Set3_F_54.wiff
metabolomics-data
Set3_F_55.wiff
metabolomics-data
Set3_F_56.wiff
metabolomics-data
Set3_F_57.wiff
metabolomics-data
Set3_F_58.wiff
metabolomics-data
Set3_F_59.wiff
metabolomics-data
Set3_F_60.wiff
metabolomics-data
Set3_G_61.wiff
metabolomics-data
Set3_G_62.wiff
metabolomics-data
Set3_G_63.wiff
metabolomics-data
Set3_G_64.wiff
metabolomics-data
Set3_G_65.wiff
metabolomics-data
Set3_G_66.wiff
metabolomics-data
Set3_G_67.wiff
metabolomics-data
Set3_G_68.wiff
metabolomics-data
Set3_G_69.wiff
metabolomics-data
Set3_G_70.wiff
metabolomics-data
Set3_H_71.wiff
metabolomics-data
Set3_H_72.wiff
metabolomics-data
Set3_H_73.wiff
metabolomics-data
Set3_H_74.wiff
metabolomics-data
Set3_H_75.wiff
metabolomics-data
Set4_H_76.wiff
metabolomics-data
Set4_H_77.wiff
metabolomics-data
Set4_H_78.wiff
metabolomics-data
Set4_H_79.wiff
metabolomics-data
Set4_H_80.wiff
metabolomics-data
Set4_I_81.wiff
metabolomics-data
Set4_I_82.wiff
metabolomics-data
Set4_I_83.wiff
metabolomics-data
Set4_I_84.wiff
metabolomics-data
Set4_I_85.wiff
metabolomics-data
Set4_I_86.wiff
metabolomics-data
Set4_I_87.wiff
metabolomics-data
Set4_I_88.wiff
metabolomics-data
Set4_I_89.wiff
metabolomics-data
Set4_I_90.wiff
metabolomics-data
Set4_J_100.wiff
metabolomics-data
Set4_J_91.wiff
metabolomics-data
Set4_J_92.wiff
metabolomics-data
Set4_J_93.wiff
metabolomics-data
Set4_J_94.wiff
metabolomics-data
Set4_J_95.wiff
metabolomics-data
Set4_J_96.wiff
metabolomics-data
Set4_J_97.wiff
metabolomics-data
Set4_J_98.wiff
metabolomics-data
Set4_J_99.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1232/3150 [1:10:27<1:16:57,  2.41s/it]
 39%|███▉      | 1234/3150 [1:10:27<47:09,  1.48s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1235/3150 [1:10:29<52:06,  1.63s/it]
Returning 100 rows!
Extracted information for 100 samples.
Processing  ST000089
No raw data detected. Ignoring ST000089
Processing  ST002322
No raw data detected. Ignoring ST002322
Processing  ST002910
Initiating REDU-table generation for AN004779
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RelA overexpression in triple negative breast cancer cells
MDA01-02-4739.d
RelA overexpression in triple negative breast cancer cells
MDA02-01-4740.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST000745
No raw data detected. Ignoring ST000745
Processing  ST003111
Initiating REDU-table generation for AN005094
Rest length is 18
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 664.92it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005095
Rest length is 18
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 670.83it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1237/3150 [1:10:32<50:45,  1.59s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
F3-061M raw files
negative
F3-061M-10_r11-.raw
F3-061M raw files
negative
F3-061M-11_r5-.raw
F3-061M raw files
negative
F3-061M-12_r12-.raw
F3-061M raw files
negative
F3-061M-13_r9-.raw
F3-061M raw files
negative
F3-061M-14_r15-.raw
F3-061M raw files
negative
F3-061M-15_r13-.raw
F3-061M raw files
negative
F3-061M-16_r18-.raw
F3-061M raw files
negative
F3-061M-17_r2-.raw
F3-061M raw files
negative
F3-061M-18_r17-.raw
F3-061M raw files
negative
F3-061M-1_r7-.raw
F3-061M raw files
negative
F3-061M-2_r8-.raw
F3-061M raw files
negative
F3-061M-3_r14-.raw
F3-061M raw files
negative
F3-061M-4_r10-.raw
F3-061M raw files
negative
F3-061M-5_r1-.raw
F3-061M raw files
negative
F3-061M-6_r16-.raw
F3-061M raw files
negative
F3-061M-7_r4-.raw
F3-061M raw files
negative
F3-061M-8_r6-.raw
F3-061M raw files
negative
F3-061M-9_r3-.raw
F3-061M raw files
positive
F3-061M-10_r18+.raw
F3-061M raw files
positive
F3-061M-11_r4+.raw
F3-061M raw files
positive
F3-061M-12_r13+.raw
F3-061M raw files
positive
F3-061M-13_r14+.raw
F3-061M raw files
positive
F3-061M-14_r15+.raw
F3-061M raw files
positive
F3-061M-15_r10+.raw
F3-061M raw files
positive
F3-061M-16_r16+.raw
F3-061M raw files
positive
F3-061M-17_r11+.raw
F3-061M raw files
positive
F3-061M-18_r17+.raw
F3-061M raw files
positive
F3-061M-1_r7+.raw
F3-061M raw files
positive
F3-061M-2_r3+.raw
F3-061M raw files
positive
F3-061M-3_r5+.raw
F3-061M raw files
positive
F3-061M-4_r9+.raw
F3-061M raw files
positive
F3-061M-5_r1+.raw
F3-061M raw files
positive
F3-061M-6_r8+.raw
F3-061M raw files
positive
F3-061M-7_r6+.raw
F3-061M raw files
positive
F3-061M-8_r2+.raw
F3-061M raw files
positive
F3-061M-9_r12+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST001669
Initiating REDU-table generation for AN002724
Rest length is 1014
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1014 [00:00<?, ?it/s]

Mapping potential matches:   0%|          | 1/1014 [00:01<24:28,  1.45s/it]

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Mapping potential matches:  78%|███████▊  | 795/1014 [19:04<05:12,  1.42s/it]

Mapping potential matches:  79%|███████▊  | 796/1014 [19:05<05:10,  1.42s/it]

Mapping potential matches:  79%|███████▊  | 797/1014 [19:07<05:12,  1.44s/it]

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Mapping potential matches:  79%|███████▉  | 799/1014 [19:10<05:07,  1.43s/it]

Mapping potential matches:  79%|███████▉  | 800/1014 [19:11<05:05,  1.43s/it]

Mapping potential matches:  79%|███████▉  | 801/1014 [19:12<05:03,  1.42s/it]

Mapping potential matches:  79%|███████▉  | 802/1014 [19:14<05:02,  1.43s/it]

Mapping potential matches:  79%|███████▉  | 803/1014 [19:15<05:01,  1.43s/it]

Mapping potential matches:  79%|███████▉  | 804/1014 [19:17<05:02,  1.44s/it]

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Mapping potential matches:  80%|███████▉  | 807/1014 [19:21<05:03,  1.47s/it]

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Mapping potential matches:  80%|███████▉  | 811/1014 [19:27<04:56,  1.46s/it]

Mapping potential matches:  80%|████████  | 812/1014 [19:28<04:53,  1.45s/it]

Mapping potential matches:  80%|████████  | 813/1014 [19:30<04:50,  1.44s/it]

Mapping potential matches:  80%|████████  | 814/1014 [19:31<04:48,  1.44s/it]

Mapping potential matches:  80%|████████  | 815/1014 [19:33<04:47,  1.45s/it]

Mapping potential matches:  80%|████████  | 816/1014 [19:34<04:46,  1.45s/it]

Mapping potential matches:  81%|████████  | 817/1014 [19:36<04:44,  1.45s/it]

Mapping potential matches:  81%|████████  | 818/1014 [19:37<04:42,  1.44s/it]

Mapping potential matches:  81%|████████  | 819/1014 [19:39<04:40,  1.44s/it]

Mapping potential matches:  81%|████████  | 820/1014 [19:40<04:38,  1.43s/it]

Mapping potential matches:  81%|████████  | 821/1014 [19:41<04:35,  1.43s/it]

Mapping potential matches:  81%|████████  | 822/1014 [19:43<04:32,  1.42s/it]

Mapping potential matches:  81%|████████  | 823/1014 [19:44<04:31,  1.42s/it]

Mapping potential matches:  81%|████████▏ | 824/1014 [19:46<04:29,  1.42s/it]

Mapping potential matches:  81%|████████▏ | 825/1014 [19:47<04:27,  1.42s/it]

Mapping potential matches:  81%|████████▏ | 826/1014 [19:48<04:26,  1.42s/it]

Mapping potential matches:  82%|████████▏ | 827/1014 [19:50<04:25,  1.42s/it]

Mapping potential matches:  82%|████████▏ | 828/1014 [19:51<04:24,  1.42s/it]

Mapping potential matches:  82%|████████▏ | 829/1014 [19:53<04:23,  1.42s/it]

Mapping potential matches:  82%|████████▏ | 830/1014 [19:54<04:21,  1.42s/it]

Mapping potential matches:  82%|████████▏ | 831/1014 [19:56<04:19,  1.42s/it]

Mapping potential matches:  82%|████████▏ | 832/1014 [19:57<04:18,  1.42s/it]

Mapping potential matches:  82%|████████▏ | 833/1014 [19:58<04:17,  1.42s/it]

Mapping potential matches:  82%|████████▏ | 834/1014 [20:00<04:16,  1.43s/it]

Mapping potential matches:  82%|████████▏ | 835/1014 [20:01<04:15,  1.43s/it]

Mapping potential matches:  82%|████████▏ | 836/1014 [20:03<04:13,  1.42s/it]

Mapping potential matches:  83%|████████▎ | 837/1014 [20:04<04:11,  1.42s/it]

Mapping potential matches:  83%|████████▎ | 838/1014 [20:06<04:09,  1.42s/it]

Mapping potential matches:  83%|████████▎ | 839/1014 [20:07<04:07,  1.42s/it]

Mapping potential matches:  83%|████████▎ | 840/1014 [20:08<04:06,  1.42s/it]

Mapping potential matches:  83%|████████▎ | 841/1014 [20:10<04:06,  1.42s/it]

Mapping potential matches:  83%|████████▎ | 842/1014 [20:11<04:04,  1.42s/it]

Mapping potential matches:  83%|████████▎ | 843/1014 [20:13<04:04,  1.43s/it]

Mapping potential matches:  83%|████████▎ | 844/1014 [20:14<04:03,  1.43s/it]

Mapping potential matches:  83%|████████▎ | 845/1014 [20:16<04:01,  1.43s/it]

Mapping potential matches:  83%|████████▎ | 846/1014 [20:17<03:59,  1.42s/it]

Mapping potential matches:  84%|████████▎ | 847/1014 [20:18<03:59,  1.43s/it]

Mapping potential matches:  84%|████████▎ | 848/1014 [20:20<03:57,  1.43s/it]

Mapping potential matches:  84%|████████▎ | 849/1014 [20:21<03:57,  1.44s/it]

Mapping potential matches:  84%|████████▍ | 850/1014 [20:23<03:57,  1.45s/it]

Mapping potential matches:  84%|████████▍ | 851/1014 [20:24<03:56,  1.45s/it]

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Mapping potential matches:  85%|████████▍ | 857/1014 [20:33<03:46,  1.45s/it]

Mapping potential matches:  85%|████████▍ | 858/1014 [20:34<03:45,  1.44s/it]

Mapping potential matches:  85%|████████▍ | 859/1014 [20:36<03:44,  1.45s/it]

Mapping potential matches:  85%|████████▍ | 860/1014 [20:37<03:43,  1.45s/it]

Mapping potential matches:  85%|████████▍ | 861/1014 [20:39<03:41,  1.45s/it]

Mapping potential matches:  85%|████████▌ | 862/1014 [20:40<03:40,  1.45s/it]

Mapping potential matches:  85%|████████▌ | 863/1014 [20:42<03:37,  1.44s/it]

Mapping potential matches:  85%|████████▌ | 864/1014 [20:43<03:35,  1.44s/it]

Mapping potential matches:  85%|████████▌ | 865/1014 [20:44<03:33,  1.43s/it]

Mapping potential matches:  85%|████████▌ | 866/1014 [20:46<03:31,  1.43s/it]

Mapping potential matches:  86%|████████▌ | 867/1014 [20:47<03:30,  1.43s/it]

Mapping potential matches:  86%|████████▌ | 868/1014 [20:49<03:30,  1.44s/it]

Mapping potential matches:  86%|████████▌ | 869/1014 [20:50<03:28,  1.44s/it]

Mapping potential matches:  86%|████████▌ | 870/1014 [20:52<03:27,  1.44s/it]

Mapping potential matches:  86%|████████▌ | 871/1014 [20:53<03:25,  1.44s/it]

Mapping potential matches:  86%|████████▌ | 872/1014 [20:54<03:23,  1.43s/it]

Mapping potential matches:  86%|████████▌ | 873/1014 [20:56<03:22,  1.44s/it]

Mapping potential matches:  86%|████████▌ | 874/1014 [20:57<03:21,  1.44s/it]

Mapping potential matches:  86%|████████▋ | 875/1014 [20:59<03:19,  1.44s/it]

Mapping potential matches:  86%|████████▋ | 876/1014 [21:00<03:18,  1.43s/it]

Mapping potential matches:  86%|████████▋ | 877/1014 [21:02<03:16,  1.43s/it]

Mapping potential matches:  87%|████████▋ | 878/1014 [21:03<03:14,  1.43s/it]

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Mapping potential matches:  87%|████████▋ | 885/1014 [21:13<03:04,  1.43s/it]

Mapping potential matches:  87%|████████▋ | 886/1014 [21:15<03:02,  1.43s/it]

Mapping potential matches:  87%|████████▋ | 887/1014 [21:16<03:01,  1.43s/it]

Mapping potential matches:  88%|████████▊ | 888/1014 [21:17<02:59,  1.43s/it]

Mapping potential matches:  88%|████████▊ | 889/1014 [21:19<02:58,  1.43s/it]

Mapping potential matches:  88%|████████▊ | 890/1014 [21:20<02:56,  1.42s/it]

Mapping potential matches:  88%|████████▊ | 891/1014 [21:22<02:54,  1.42s/it]

Mapping potential matches:  88%|████████▊ | 892/1014 [21:23<02:53,  1.42s/it]

Mapping potential matches:  88%|████████▊ | 893/1014 [21:24<02:52,  1.42s/it]

Mapping potential matches:  88%|████████▊ | 894/1014 [21:26<02:50,  1.42s/it]

Mapping potential matches:  88%|████████▊ | 895/1014 [21:27<02:49,  1.42s/it]

Mapping potential matches:  88%|████████▊ | 896/1014 [21:29<02:48,  1.43s/it]

Mapping potential matches:  88%|████████▊ | 897/1014 [21:30<02:46,  1.42s/it]

Mapping potential matches:  89%|████████▊ | 898/1014 [21:32<02:45,  1.43s/it]

Mapping potential matches:  89%|████████▊ | 899/1014 [21:33<02:44,  1.43s/it]

Mapping potential matches:  89%|████████▉ | 900/1014 [21:34<02:42,  1.43s/it]

Mapping potential matches:  89%|████████▉ | 901/1014 [21:36<02:41,  1.43s/it]

Mapping potential matches:  89%|████████▉ | 902/1014 [21:37<02:39,  1.43s/it]

Mapping potential matches:  89%|████████▉ | 903/1014 [21:39<02:38,  1.43s/it]

Mapping potential matches:  89%|████████▉ | 904/1014 [21:40<02:37,  1.43s/it]

Mapping potential matches:  89%|████████▉ | 905/1014 [21:42<02:35,  1.43s/it]

Mapping potential matches:  89%|████████▉ | 906/1014 [21:43<02:33,  1.42s/it]

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Mapping potential matches:  90%|████████▉ | 908/1014 [21:46<02:30,  1.42s/it]

Mapping potential matches:  90%|████████▉ | 909/1014 [21:47<02:29,  1.42s/it]

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Mapping potential matches:  90%|████████▉ | 911/1014 [21:50<02:26,  1.43s/it]

Mapping potential matches:  90%|████████▉ | 912/1014 [21:52<02:26,  1.43s/it]

Mapping potential matches:  90%|█████████ | 913/1014 [21:53<02:24,  1.43s/it]

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Mapping potential matches:  96%|█████████▋| 978/1014 [23:26<00:51,  1.43s/it]

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Mapping potential matches:  98%|█████████▊| 995/1014 [23:51<00:27,  1.45s/it]

Mapping potential matches:  98%|█████████▊| 996/1014 [23:52<00:25,  1.44s/it]

Mapping potential matches:  98%|█████████▊| 997/1014 [23:54<00:24,  1.44s/it]

Mapping potential matches:  98%|█████████▊| 998/1014 [23:55<00:22,  1.43s/it]

Mapping potential matches:  99%|█████████▊| 999/1014 [23:57<00:21,  1.43s/it]

Mapping potential matches:  99%|█████████▊| 1000/1014 [23:58<00:20,  1.44s/it]

Mapping potential matches:  99%|█████████▊| 1001/1014 [24:00<00:18,  1.43s/it]

Mapping potential matches:  99%|█████████▉| 1002/1014 [24:01<00:17,  1.43s/it]

Mapping potential matches:  99%|█████████▉| 1003/1014 [24:02<00:15,  1.42s/it]

Mapping potential matches:  99%|█████████▉| 1004/1014 [24:04<00:14,  1.42s/it]

Mapping potential matches:  99%|█████████▉| 1005/1014 [24:05<00:12,  1.43s/it]

Mapping potential matches:  99%|█████████▉| 1006/1014 [24:07<00:11,  1.43s/it]

Mapping potential matches:  99%|█████████▉| 1007/1014 [24:08<00:10,  1.43s/it]

Mapping potential matches:  99%|█████████▉| 1008/1014 [24:10<00:08,  1.43s/it]

Mapping potential matches: 100%|█████████▉| 1009/1014 [24:11<00:07,  1.42s/it]

Mapping potential matches: 100%|█████████▉| 1010/1014 [24:12<00:05,  1.42s/it]

Mapping potential matches: 100%|█████████▉| 1011/1014 [24:14<00:04,  1.42s/it]

Mapping potential matches: 100%|█████████▉| 1012/1014 [24:15<00:02,  1.43s/it]

Mapping potential matches: 100%|█████████▉| 1013/1014 [24:17<00:01,  1.43s/it]

Mapping potential matches: 100%|██████████| 1014/1014 [24:18<00:00,  1.43s/it]
Mapping potential matches: 100%|██████████| 1014/1014 [24:18<00:00,  1.44s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MB0002
MB000201.CDF
MB0002
MB000202.CDF
MB0002
MB000203.CDF
MB0002
MB000204.CDF
MB0002
MB000205.CDF
MB0002
MB000206.CDF
MB0002
MB000207.CDF
MB0002
MB000208.CDF
MB0002
MB000209.CDF
MB0002
MB000210.CDF
MB0002
MB000211.CDF
MB0002
MB000212.CDF
MB0002
MB000213.CDF
MB0002
MB000214.CDF
MB0002
MB000215.CDF
MB0002
MB000216.CDF
MB0002
MB000217.CDF
MB0002
MB000218.CDF
MB0002
MB000219.CDF
MB0002
MB000220.CDF
MB0002
MB000221.CDF
MB0002
MB000222.CDF
MB0002
MB000223.CDF
MB0002
MB000224.CDF
MB0002
MB000225.CDF
MB0002
MB000226.CDF
MB0002
MB000227.CDF
MB0002
MB000228.CDF
MB0002
MB000229.CDF
MB0002
MB000230.CDF
MB0002
MB000231.CDF
MB0002
MB000232.CDF
MB0002
MB000233.CDF
MB0002
MB000234.CDF
MB0002
MB000235.CDF
MB0002
MB000236.CDF
MB0002
MB000237.CDF
MB0003
MB000301.CDF
MB0003
MB000302.CDF
MB0003
MB000303.CDF
MB0003
MB000304.CDF
MB0003
MB000305.CDF
MB0003
MB000306.CDF
MB0003
MB000307.CDF
MB0003
MB000308.CDF
MB0003
MB000309.CDF
MB0003
MB000310.CDF
MB0003
MB000311.CDF
MB0003
MB000312.CDF
MB0003
MB000313.CDF
MB0003
MB000314.CDF
MB0003
MB000315.CDF
MB0003
MB000316.CDF
MB0003
MB000317.CDF
MB0003
MB000318.CDF
MB0003
MB000319.CDF
MB0003
MB000320.CDF
MB0003
MB000321.CDF
MB0003
MB000322.CDF
MB0003
MB000323.CDF
MB0003
MB000324.CDF
MB0003
MB000325.CDF
MB0003
MB000326.CDF
MB0003
MB000327.CDF
MB0003
MB000328.CDF
MB0003
MB000329.CDF
MB0003
MB000330.CDF
MB0003
MB000331.CDF
MB0003
MB000332.CDF
MB0003
MB000333.CDF
MB0003
MB000334.CDF
MB0003
MB000335.CDF
MB0003
MB000336.CDF
MB0003
MB000337.CDF
MB0004
MB000401.CDF
MB0004
MB000402.CDF
MB0004
MB000403.CDF
MB0004
MB000404.CDF
MB0004
MB000405.CDF
MB0004
MB000406.CDF
MB0004
MB000407.CDF
MB0004
MB000408.CDF
MB0004
MB000409.CDF
MB0004
MB000410.CDF
MB0004
MB000411.CDF
MB0004
MB000412.CDF
MB0004
MB000413.CDF
MB0004
MB000414.CDF
MB0004
MB000415.CDF
MB0004
MB000416.CDF
MB0004
MB000417.CDF
MB0004
MB000418.CDF
MB0004
MB000419.CDF
MB0004
MB000420.CDF
MB0004
MB000421.CDF
MB0004
MB000422.CDF
MB0004
MB000423.CDF
MB0004
MB000424.CDF
MB0004
MB000425.CDF
MB0004
MB000426.CDF
MB0004
MB000427.CDF
MB0004
MB000428.CDF
MB0004
MB000429.CDF
MB0004
MB000430.CDF
MB0004
MB000431.CDF
MB0004
MB000432.CDF
MB0004
MB000433.CDF
MB0004
MB000434.CDF
MB0004
MB000435.CDF
MB0004
MB000436.CDF
MB0004
MB000437.CDF
MB0005
MB000501.CDF
MB0005
MB000502.CDF
MB0005
MB000503.CDF
MB0005
MB000504.CDF
MB0005
MB000505.CDF
MB0005
MB000506.CDF
MB0005
MB000507.CDF
MB0005
MB000508.CDF
MB0005
MB000509.CDF
MB0005
MB000510.CDF
MB0005
MB000511.CDF
MB0005
MB000512.CDF
MB0005
MB000513.CDF
MB0005
MB000514.CDF
MB0005
MB000515.CDF
MB0005
MB000516.CDF
MB0005
MB000517.CDF
MB0005
MB000518.CDF
MB0005
MB000519.CDF
MB0005
MB000520.CDF
MB0005
MB000521.CDF
MB0005
MB000522.CDF
MB0005
MB000523.CDF
MB0005
MB000524.CDF
MB0005
MB000525.CDF
MB0005
MB000526.CDF
MB0005
MB000527.CDF
MB0005
MB000528.CDF
MB0005
MB000529.CDF
MB0005
MB000530.CDF
MB0005
MB000531.CDF
MB0005
MB000532.CDF
MB0005
MB000533.CDF
MB0005
MB000534.CDF
MB0005
MB000535.CDF
MB0005
MB000536.CDF
MB0005
MB000537.CDF
MB0007
MB000701.CDF
MB0007
MB000702.CDF
MB0007
MB000703.CDF
MB0007
MB000704.CDF
MB0007
MB000705.CDF
MB0007
MB000706.CDF
MB0007
MB000707.CDF
MB0007
MB000708.CDF
MB0007
MB000709.CDF
MB0007
MB000710.CDF
MB0007
MB000711.CDF
MB0007
MB000712.CDF
MB0007
MB000713.CDF
MB0007
MB000714.CDF
MB0007
MB000715.CDF
MB0007
MB000716.CDF
MB0007
MB000717.CDF
MB0007
MB000718.CDF
MB0007
MB000719.CDF
MB0007
MB000720.CDF
MB0007
MB000721.CDF
MB0007
MB000722.CDF
MB0007
MB000723.CDF
MB0007
MB000724.CDF
MB0007
MB000725.CDF
MB0007
MB000726.CDF
MB0007
MB000727.CDF
MB0007
MB000728.CDF
MB0007
MB000729.CDF
MB0007
MB000730.CDF
MB0007
MB000731.CDF
MB0007
MB000732.CDF
MB0007
MB000733.CDF
MB0007
MB000734.CDF
MB0007
MB000735.CDF
MB0007
MB000736.CDF
MB0007
MB000737.CDF
MB0009
MB000901.CDF
MB0009
MB000902.CDF
MB0009
MB000903.CDF
MB0009
MB000904.CDF
MB0009
MB000905.CDF
MB0009
MB000906.CDF
MB0009
MB000907.CDF
MB0009
MB000908.CDF
MB0009
MB000909.CDF
MB0009
MB000910.CDF
MB0009
MB000911.CDF
MB0009
MB000912.CDF
MB0009
MB000913.CDF
MB0009
MB000914.CDF
MB0009
MB000915.CDF
MB0009
MB000916.CDF
MB0009
MB000917.CDF
MB0009
MB000918.CDF
MB0009
MB000919.CDF
MB0009
MB000920.CDF
MB0009
MB000921.CDF
MB0009
MB000922.CDF
MB0009
MB000923.CDF
MB0009
MB000924.CDF
MB0009
MB000925.CDF
MB0009
MB000926.CDF
MB0009
MB000927.CDF
MB0009
MB000928.CDF
MB0009
MB000929.CDF
MB0009
MB000930.CDF
MB0009
MB000931.CDF
MB0009
MB000932.CDF
MB0009
MB000933.CDF
MB0009
MB000934.CDF
MB0009
MB000935.CDF
MB0009
MB000936.CDF
MB0009
MB000937.CDF
MB0010
MB001001.CDF
MB0010
MB001002.CDF
MB0010
MB001003.CDF
MB0010
MB001004.CDF
MB0010
MB001005.CDF
MB0010
MB001006.CDF
MB0010
MB001007.CDF
MB0010
MB001008.CDF
MB0010
MB001009.CDF
MB0010
MB001010.CDF
MB0010
MB001011.CDF
MB0010
MB001012.CDF
MB0010
MB001013.CDF
MB0010
MB001014.CDF
MB0010
MB001015.CDF
MB0010
MB001016.CDF
MB0010
MB001017.CDF
MB0010
MB001018.CDF
MB0010
MB001019.CDF
MB0010
MB001020.CDF
MB0010
MB001021.CDF
MB0010
MB001022.CDF
MB0010
MB001023.CDF
MB0010
MB001024.CDF
MB0010
MB001025.CDF
MB0010
MB001026.CDF
MB0010
MB001027.CDF
MB0010
MB001028.CDF
MB0010
MB001029.CDF
MB0010
MB001030.CDF
MB0010
MB001031.CDF
MB0010
MB001032.CDF
MB0010
MB001033.CDF
MB0010
MB001034.CDF
MB0010
MB001035.CDF
MB0010
MB001036.CDF
MB0010
MB001037.CDF
MB0011
MB001101.CDF
MB0011
MB001102.CDF
MB0011
MB001103.CDF
MB0011
MB001104.CDF
MB0011
MB001105.CDF
MB0011
MB001106.CDF
MB0011
MB001107.CDF
MB0011
MB001108.CDF
MB0011
MB001109.CDF
MB0011
MB001110.CDF
MB0011
MB001111.CDF
MB0011
MB001112.CDF
MB0011
MB001113.CDF
MB0011
MB001114.CDF
MB0011
MB001115.CDF
MB0011
MB001116.CDF
MB0011
MB001117.CDF
MB0011
MB001118.CDF
MB0011
MB001119.CDF
MB0011
MB001120.CDF
MB0011
MB001121.CDF
MB0011
MB001122.CDF
MB0011
MB001123.CDF
MB0011
MB001124.CDF
MB0011
MB001125.CDF
MB0011
MB001126.CDF
MB0011
MB001127.CDF
MB0011
MB001128.CDF
MB0011
MB001129.CDF
MB0011
MB001130.CDF
MB0011
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MB0011
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MB0011
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MB0011
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MB0011
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MB0011
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MB0011
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MB0012
MB001201.CDF
MB0012
MB001202.CDF
MB0012
MB001203.CDF
MB0012
MB001204.CDF
MB0012
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MB0012
MB001206.CDF
MB0012
MB001207.CDF
MB0012
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MB0012
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MB0012
MB001210.CDF
MB0012
MB001211.CDF
MB0012
MB001212.CDF
MB0012
MB001213.CDF
MB0012
MB001214.CDF
MB0012
MB001215.CDF
MB0012
MB001216.CDF
MB0012
MB001217.CDF
MB0012
MB001218.CDF
MB0012
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MB0012
MB001220.CDF
MB0012
MB001221.CDF
MB0012
MB001222.CDF
MB0012
MB001223.CDF
MB0012
MB001224.CDF
MB0012
MB001225.CDF
MB0012
MB001226.CDF
MB0012
MB001227.CDF
MB0012
MB001228.CDF
MB0012
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MB0012
MB001230.CDF
MB0012
MB001231.CDF
MB0012
MB001232.CDF
MB0012
MB001233.CDF
MB0012
MB001234.CDF
MB0012
MB001235.CDF
MB0012
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MB0012
MB001237.CDF
MB0013
MB001301.CDF
MB0013
MB001302.CDF
MB0013
MB001303.CDF
MB0013
MB001304.CDF
MB0013
MB001305.CDF
MB0013
MB001306.CDF
MB0013
MB001307.CDF
MB0013
MB001308.CDF
MB0013
MB001309.CDF
MB0013
MB001310.CDF
MB0013
MB001311.CDF
MB0013
MB001312.CDF
MB0013
MB001313.CDF
MB0013
MB001314.CDF
MB0013
MB001315.CDF
MB0013
MB001316.CDF
MB0013
MB001317.CDF
MB0013
MB001318.CDF
MB0013
MB001319.CDF
MB0013
MB001320.CDF
MB0013
MB001321.CDF
MB0013
MB001322.CDF
MB0013
MB001323.CDF
MB0013
MB001324.CDF
MB0013
MB001325.CDF
MB0013
MB001326.CDF
MB0013
MB001327.CDF
MB0013
MB001328.CDF
MB0013
MB001329.CDF
MB0013
MB001330.CDF
MB0013
MB001331.CDF
MB0013
MB001332.CDF
MB0013
MB001333.CDF
MB0013
MB001334.CDF
MB0013
MB001335.CDF
MB0013
MB001336.CDF
MB0013
MB001337.CDF
MB0014
MB001401.CDF
MB0014
MB001402.CDF
MB0014
MB001403.CDF
MB0014
MB001404.CDF
MB0014
MB001405.CDF
MB0014
MB001406.CDF
MB0014
MB001407.CDF
MB0014
MB001408.CDF
MB0014
MB001409.CDF
MB0014
MB001410.CDF
MB0014
MB001411.CDF
MB0014
MB001412.CDF
MB0014
MB001413.CDF
MB0014
MB001414.CDF
MB0014
MB001415.CDF
MB0014
MB001416.CDF
MB0014
MB001417.CDF
MB0014
MB001418.CDF
MB0014
MB001419.CDF
MB0014
MB001420.CDF
MB0014
MB001421.CDF
MB0014
MB001422.CDF
MB0014
MB001423.CDF
MB0014
MB001424.CDF
MB0014
MB001425.CDF
MB0014
MB001426.CDF
MB0014
MB001427.CDF
MB0014
MB001428.CDF
MB0014
MB001429.CDF
MB0014
MB001430.CDF
MB0014
MB001431.CDF
MB0014
MB001432.CDF
MB0014
MB001433.CDF
MB0014
MB001434.CDF
MB0014
MB001435.CDF
MB0014
MB001436.CDF
MB0014
MB001437.CDF
MB0015
MB001501.CDF
MB0015
MB001502.CDF
MB0015
MB001503.CDF
MB0015
MB001504.CDF
MB0015
MB001505.CDF
MB0015
MB001506.CDF
MB0015
MB001507.CDF
MB0015
MB001508.CDF
MB0015
MB001509.CDF
MB0015
MB001510.CDF
MB0015
MB001511.CDF
MB0015
MB001512.CDF
MB0015
MB001513.CDF
MB0015
MB001514.CDF
MB0015
MB001515.CDF
MB0015
MB001516.CDF
MB0015
MB001517.CDF
MB0015
MB001518.CDF
MB0015
MB001519.CDF
MB0015
MB001520.CDF
MB0015
MB001521.CDF
MB0015
MB001522.CDF
MB0015
MB001523.CDF
MB0015
MB001524.CDF
MB0015
MB001525.CDF
MB0015
MB001526.CDF
MB0015
MB001527.CDF
MB0015
MB001528.CDF
MB0015
MB001529.CDF
MB0015
MB001530.CDF
MB0015
MB001531.CDF
MB0015
MB001532.CDF
MB0015
MB001533.CDF
MB0015
MB001534.CDF
MB0015
MB001535.CDF
MB0015
MB001536.CDF
MB0015
MB001537.CDF
MB0016
MB001601.CDF
MB0016
MB001602.CDF
MB0016
MB001603.CDF
MB0016
MB001604.CDF
MB0016
MB001605.CDF
MB0016
MB001606.CDF
MB0016
MB001607.CDF
MB0016
MB001608.CDF
MB0016
MB001609.CDF
MB0016
MB001610.CDF
MB0016
MB001611.CDF
MB0016
MB001612.CDF
MB0016
MB001613.CDF
MB0016
MB001614.CDF
MB0016
MB001615.CDF
MB0016
MB001616.CDF
MB0016
MB001617.CDF
MB0016
MB001618.CDF
MB0016
MB001619.CDF
MB0016
MB001620.CDF
MB0016
MB001621.CDF
MB0016
MB001622.CDF
MB0016
MB001623.CDF
MB0016
MB001624.CDF
MB0016
MB001625.CDF
MB0016
MB001626.CDF
MB0016
MB001627.CDF
MB0016
MB001628.CDF
MB0016
MB001629.CDF
MB0016
MB001630.CDF
MB0016
MB001631.CDF
MB0016
MB001632.CDF
MB0016
MB001633.CDF
MB0016
MB001634.CDF
MB0016
MB001635.CDF
MB0016
MB001636.CDF
MB0016
MB001637.CDF
MB0017
MB001701.CDF
MB0017
MB001702.CDF
MB0017
MB001703.CDF
MB0017
MB001704.CDF
MB0017
MB001705.CDF
MB0017
MB001706.CDF
MB0017
MB001707.CDF
MB0017
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MB0017
MB001709.CDF
MB0017
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MB0017
MB001711.CDF
MB0017
MB001712.CDF
MB0017
MB001713.CDF
MB0017
MB001714.CDF
MB0017
MB001715.CDF
MB0017
MB001716.CDF
MB0017
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MB0017
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MB0017
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MB0017
MB001720.CDF
MB0017
MB001721.CDF
MB0017
MB001722.CDF
MB0017
MB001723.CDF
MB0017
MB001724.CDF
MB0017
MB001725.CDF
MB0017
MB001726.CDF
MB0017
MB001727.CDF
MB0017
MB001728.CDF
MB0017
MB001729.CDF
MB0017
MB001730.CDF
MB0017
MB001731.CDF
MB0017
MB001732.CDF
MB0017
MB001733.CDF
MB0017
MB001734.CDF
MB0017
MB001735.CDF
MB0017
MB001736.CDF
MB0017
MB001737.CDF
MB0018
MB001801.CDF
MB0018
MB001802.CDF
MB0018
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MB0018
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MB0018
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MB0018
MB001806.CDF
MB0018
MB001807.CDF
MB0018
MB001808.CDF
MB0018
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MB0018
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MB0018
MB001811.CDF
MB0018
MB001812.CDF
MB0018
MB001813.CDF
MB0018
MB001814.CDF
MB0018
MB001815.CDF
MB0018
MB001816.CDF
MB0018
MB001817.CDF
MB0018
MB001818.CDF
MB0018
MB001819.CDF
MB0018
MB001820.CDF
MB0018
MB001821.CDF
MB0018
MB001822.CDF
MB0018
MB001823.CDF
MB0018
MB001824.CDF
MB0018
MB001825.CDF
MB0018
MB001826.CDF
MB0018
MB001827.CDF
MB0018
MB001828.CDF
MB0018
MB001829.CDF
MB0018
MB001830.CDF
MB0018
MB001831.CDF
MB0018
MB001832.CDF
MB0018
MB001833.CDF
MB0018
MB001834.CDF
MB0018
MB001835.CDF
MB0018
MB001836.CDF
MB0018
MB001837.CDF
MB0019
MB001901.CDF
MB0019
MB001902.CDF
MB0019
MB001903.CDF
MB0019
MB001904.CDF
MB0019
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MB0019
MB001906.CDF
MB0019
MB001907.CDF
MB0019
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MB0019
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MB0019
MB001910.CDF
MB0019
MB001911.CDF
MB0019
MB001912.CDF
MB0019
MB001913.CDF
MB0019
MB001914.CDF
MB0019
MB001915.CDF
MB0019
MB001916.CDF
MB0019
MB001917.CDF
MB0019
MB001918.CDF
MB0019
MB001919.CDF
MB0019
MB001920.CDF
MB0019
MB001921.CDF
MB0019
MB001922.CDF
MB0019
MB001923.CDF
MB0019
MB001924.CDF
MB0019
MB001925.CDF
MB0019
MB001926.CDF
MB0019
MB001927.CDF
MB0019
MB001928.CDF
MB0019
MB001929.CDF
MB0019
MB001930.CDF
MB0019
MB001931.CDF
MB0019
MB001932.CDF
MB0019
MB001933.CDF
MB0019
MB001934.CDF
MB0019
MB001935.CDF
MB0019
MB001936.CDF
MB0019
MB001937.CDF
MB0020
MB002001.CDF
MB0020
MB002002.CDF
MB0020
MB002003.CDF
MB0020
MB002004.CDF
MB0020
MB002005.CDF
MB0020
MB002006.CDF
MB0020
MB002007.CDF
MB0020
MB002008.CDF
MB0020
MB002009.CDF
MB0020
MB002010.CDF
MB0020
MB002011.CDF
MB0020
MB002012.CDF
MB0020
MB002013.CDF
MB0020
MB002014.CDF
MB0020
MB002015.CDF
MB0020
MB002016.CDF
MB0020
MB002017.CDF
MB0020
MB002018.CDF
MB0020
MB002019.CDF
MB0020
MB002020.CDF
MB0020
MB002021.CDF
MB0020
MB002022.CDF
MB0020
MB002023.CDF
MB0020
MB002024.CDF
MB0020
MB002025.CDF
MB0020
MB002026.CDF
MB0020
MB002027.CDF
MB0020
MB002028.CDF
MB0020
MB002029.CDF
MB0020
MB002030.CDF
MB0020
MB002031.CDF
MB0020
MB002032.CDF
MB0020
MB002033.CDF
MB0020
MB002034.CDF
MB0020
MB002035.CDF
MB0020
MB002036.CDF
MB0020
MB002037.CDF
MB0021
MB002101.CDF
MB0021
MB002102.CDF
MB0021
MB002103.CDF
MB0021
MB002104.CDF
MB0021
MB002105.CDF
MB0021
MB002106.CDF
MB0021
MB002107.CDF
MB0021
MB002108.CDF
MB0021
MB002109.CDF
MB0021
MB002110.CDF
MB0021
MB002111.CDF
MB0021
MB002112.CDF
MB0021
MB002113.CDF
MB0021
MB002114.CDF
MB0021
MB002115.CDF
MB0021
MB002116.CDF
MB0021
MB002117.CDF
MB0021
MB002118.CDF
MB0021
MB002119.CDF
MB0021
MB002120.CDF
MB0021
MB002121.CDF
MB0021
MB002122.CDF
MB0021
MB002123.CDF
MB0021
MB002124.CDF
MB0021
MB002125.CDF
MB0021
MB002126.CDF
MB0021
MB002127.CDF
MB0021
MB002128.CDF
MB0021
MB002129.CDF
MB0021
MB002130.CDF
MB0021
MB002131.CDF
MB0021
MB002132.CDF
MB0021
MB002133.CDF
MB0021
MB002134.CDF
MB0021
MB002135.CDF
MB0021
MB002136.CDF
MB0021
MB002137.CDF
MB0022
MB002201.CDF
MB0022
MB002202.CDF
MB0022
MB002203.CDF
MB0022
MB002204.CDF
MB0022
MB002205.CDF
MB0022
MB002206.CDF
MB0022
MB002207.CDF
MB0022
MB002208.CDF
MB0022
MB002209.CDF
MB0022
MB002210.CDF
MB0022
MB002211.CDF
MB0022
MB002212.CDF
MB0022
MB002213.CDF
MB0022
MB002214.CDF
MB0022
MB002215.CDF
MB0022
MB002216.CDF
MB0022
MB002217.CDF
MB0022
MB002218.CDF
MB0022
MB002219.CDF
MB0022
MB002220.CDF
MB0022
MB002221.CDF
MB0022
MB002222.CDF
MB0022
MB002223.CDF
MB0022
MB002224.CDF
MB0022
MB002225.CDF
MB0022
MB002226.CDF
MB0022
MB002227.CDF
MB0022
MB002228.CDF
MB0022
MB002229.CDF
MB0022
MB002230.CDF
MB0022
MB002231.CDF
MB0022
MB002232.CDF
MB0022
MB002233.CDF
MB0022
MB002234.CDF
MB0022
MB002235.CDF
MB0022
MB002236.CDF
MB0022
MB002237.CDF
MB0023
MB002301.CDF
MB0023
MB002302.CDF
MB0023
MB002303.CDF
MB0023
MB002304.CDF
MB0023
MB002305.CDF
MB0023
MB002306.CDF
MB0023
MB002307.CDF
MB0023
MB002308.CDF
MB0023
MB002309.CDF
MB0023
MB002310.CDF
MB0023
MB002311.CDF
MB0023
MB002312.CDF
MB0023
MB002313.CDF
MB0023
MB002314.CDF
MB0023
MB002315.CDF
MB0023
MB002316.CDF
MB0023
MB002317.CDF
MB0023
MB002318.CDF
MB0023
MB002319.CDF
MB0023
MB002320.CDF
MB0023
MB002321.CDF
MB0023
MB002322.CDF
MB0023
MB002323.CDF
MB0023
MB002324.CDF
MB0023
MB002325.CDF
MB0023
MB002326.CDF
MB0023
MB002327.CDF
MB0023
MB002328.CDF
MB0023
MB002329.CDF
MB0023
MB002330.CDF
MB0023
MB002331.CDF
MB0023
MB002332.CDF
MB0023
MB002333.CDF
MB0023
MB002334.CDF
MB0023
MB002335.CDF
MB0023
MB002336.CDF
MB0023
MB002337.CDF
MB0024
MB002401.CDF
MB0024
MB002402.CDF
MB0024
MB002403.CDF
MB0024
MB002404.CDF
MB0024
MB002405.CDF
MB0024
MB002406.CDF
MB0024
MB002407.CDF
MB0024
MB002408.CDF
MB0024
MB002409.CDF
MB0024
MB002410.CDF
MB0024
MB002411.CDF
MB0024
MB002412.CDF
MB0024
MB002413.CDF
MB0024
MB002414.CDF
MB0024
MB002415.CDF
MB0024
MB002416.CDF
MB0024
MB002417.CDF
MB0024
MB002418.CDF
MB0024
MB002419.CDF
MB0024
MB002420.CDF
MB0024
MB002421.CDF
MB0024
MB002422.CDF
MB0024
MB002423.CDF
MB0024
MB002424.CDF
MB0024
MB002425.CDF
MB0024
MB002426.CDF
MB0024
MB002427.CDF
MB0024
MB002428.CDF
MB0024
MB002429.CDF
MB0024
MB002430.CDF
MB0024
MB002431.CDF
MB0024
MB002432.CDF
MB0024
MB002433.CDF
MB0024
MB002434.CDF
MB0024
MB002435.CDF
MB0024
MB002436.CDF
MB0024
MB002437.CDF
MB0025
MB002501.CDF
MB0025
MB002502.CDF
MB0025
MB002503.CDF
MB0025
MB002504.CDF
MB0025
MB002505.CDF
MB0025
MB002506.CDF
MB0025
MB002507.CDF
MB0025
MB002508.CDF
MB0025
MB002509.CDF
MB0025
MB002510.CDF
MB0025
MB002511.CDF
MB0025
MB002512.CDF
MB0025
MB002513.CDF
MB0025
MB002514.CDF
MB0025
MB002515.CDF
MB0025
MB002516.CDF
MB0025
MB002517.CDF
MB0025
MB002518.CDF
MB0025
MB002519.CDF
MB0025
MB002520.CDF
MB0025
MB002521.CDF
MB0025
MB002522.CDF
MB0025
MB002523.CDF
MB0025
MB002524.CDF
MB0025
MB002525.CDF
MB0025
MB002526.CDF
MB0025
MB002527.CDF
MB0025
MB002528.CDF
MB0025
MB002529.CDF
MB0025
MB002530.CDF
MB0025
MB002531.CDF
MB0025
MB002532.CDF
MB0025
MB002533.CDF
MB0025
MB002534.CDF
MB0025
MB002535.CDF
MB0025
MB002536.CDF
MB0025
MB002537.CDF
MB0026
MB002601.CDF
MB0026
MB002602.CDF
MB0026
MB002603.CDF
MB0026
MB002604.CDF
MB0026
MB002605.CDF
MB0026
MB002606.CDF
MB0026
MB002607.CDF
MB0026
MB002608.CDF
MB0026
MB002609.CDF
MB0026
MB002610.CDF
MB0026
MB002611.CDF
MB0026
MB002612.CDF
MB0026
MB002613.CDF
MB0026
MB002614.CDF
MB0026
MB002615.CDF
MB0026
MB002616.CDF
MB0026
MB002617.CDF
MB0026
MB002618.CDF
MB0026
MB002619.CDF
MB0026
MB002620.CDF
MB0026
MB002621.CDF
MB0026
MB002622.CDF
MB0026
MB002623.CDF
MB0026
MB002624.CDF
MB0026
MB002625.CDF
MB0026
MB002626.CDF
MB0026
MB002627.CDF
MB0026
MB002628.CDF
MB0026
MB002629.CDF
MB0026
MB002630.CDF
MB0026
MB002631.CDF
MB0026
MB002632.CDF
MB0026
MB002633.CDF
MB0026
MB002634.CDF
MB0026
MB002635.CDF
MB0026
MB002636.CDF
MB0026
MB002637.CDF
MB0027
MB002701.CDF
MB0027
MB002702.CDF
MB0027
MB002703.CDF
MB0027
MB002704.CDF
MB0027
MB002705.CDF
MB0027
MB002706.CDF
MB0027
MB002707.CDF
MB0027
MB002708.CDF
MB0027
MB002709.CDF
MB0027
MB002710.CDF
MB0027
MB002711.CDF
MB0027
MB002712.CDF
MB0027
MB002713.CDF
MB0027
MB002714.CDF
MB0027
MB002715.CDF
MB0027
MB002716.CDF
MB0027
MB002717.CDF
MB0027
MB002718.CDF
MB0027
MB002719.CDF
MB0027
MB002720.CDF
MB0027
MB002721.CDF
MB0027
MB002722.CDF
MB0027
MB002723.CDF
MB0027
MB002724.CDF
MB0027
MB002725.CDF
MB0027
MB002726.CDF
MB0027
MB002727.CDF
MB0027
MB002728.CDF
MB0027
MB002729.CDF
MB0027
MB002730.CDF
MB0027
MB002731.CDF
MB0027
MB002732.CDF
MB0027
MB002733.CDF
MB0027
MB002734.CDF
MB0027
MB002735.CDF
MB0027
MB002736.CDF
MB0027
MB002737.CDF
MB0028
MB002801.CDF
MB0028
MB002802.CDF
MB0028
MB002803.CDF
MB0028
MB002804.CDF
MB0028
MB002805.CDF
MB0028
MB002806.CDF
MB0028
MB002807.CDF
MB0028
MB002808.CDF
MB0028
MB002809.CDF
MB0028
MB002810.CDF
MB0028
MB002811.CDF
MB0028
MB002812.CDF
MB0028
MB002813.CDF
MB0028
MB002814.CDF
MB0028
MB002815.CDF
MB0028
MB002816.CDF
MB0028
MB002817.CDF
MB0028
MB002818.CDF
MB0028
MB002819.CDF
MB0028
MB002820.CDF
MB0028
MB002821.CDF
MB0028
MB002822.CDF
MB0028
MB002823.CDF
MB0028
MB002824.CDF
MB0028
MB002825.CDF
MB0028
MB002826.CDF
MB0028
MB002827.CDF
MB0028
MB002828.CDF
MB0028
MB002829.CDF
MB0028
MB002830.CDF
MB0028
MB002831.CDF
MB0028
MB002832.CDF
MB0028
MB002833.CDF
MB0028
MB002834.CDF
MB0028
MB002835.CDF
MB0028
MB002836.CDF
MB0028
MB002837.CDF
MB0029
MB002901.CDF
MB0029
MB002902.CDF
MB0029
MB002903.CDF
MB0029
MB002904.CDF
MB0029
MB002905.CDF
MB0029
MB002906.CDF
MB0029
MB002907.CDF
MB0029
MB002908.CDF
MB0029
MB002909.CDF
MB0029
MB002910.CDF
MB0029
MB002911.CDF
MB0029
MB002912.CDF
MB0029
MB002913.CDF
MB0029
MB002914.CDF
MB0029
MB002915.CDF
MB0029
MB002916.CDF
MB0029
MB002917.CDF
MB0029
MB002918.CDF
MB0029
MB002919.CDF
MB0029
MB002920.CDF
MB0029
MB002921.CDF
MB0029
MB002922.CDF
MB0029
MB002923.CDF
MB0029
MB002924.CDF
MB0029
MB002925.CDF
MB0029
MB002926.CDF
MB0029
MB002927.CDF
MB0029
MB002928.CDF
MB0029
MB002929.CDF
MB0029
MB002930.CDF
MB0029
MB002931.CDF
MB0029
MB002932.CDF
MB0029
MB002933.CDF
MB0029
MB002934.CDF
MB0029
MB002935.CDF
MB0029
MB002936.CDF
MB0029
MB002937.CDF
MB0030
MB003001.CDF
MB0030
MB003002.CDF
MB0030
MB003003.CDF
MB0030
MB003004.CDF
MB0030
MB003005.CDF
MB0030
MB003006.CDF
MB0030
MB003007.CDF
MB0030
MB003008.CDF
MB0030
MB003009.CDF
MB0030
MB003010.CDF
MB0030
MB003011.CDF
MB0030
MB003012.CDF
MB0030
MB003013.CDF
MB0030
MB003014.CDF
MB0030
MB003015.CDF
MB0030
MB003016.CDF
MB0030
MB003017.CDF
MB0030
MB003018.CDF
MB0030
MB003019.CDF
MB0030
MB003020.CDF
MB0030
MB003021.CDF
MB0030
MB003022.CDF
MB0030
MB003023.CDF
MB0030
MB003024.CDF
MB0030
MB003025.CDF
MB0030
MB003026.CDF
MB0030
MB003027.CDF
MB0030
MB003028.CDF
MB0030
MB003029.CDF
MB0030
MB003030.CDF
MB0030
MB003031.CDF
MB0030
MB003032.CDF
MB0030
MB003033.CDF
MB0030
MB003034.CDF
MB0030
MB003035.CDF
MB0030
MB003036.CDF
MB0030
MB003037.CDF
MB0031
MB003101.CDF
MB0031
MB003102.CDF
MB0031
MB003103.CDF
MB0031
MB003104.CDF
MB0031
MB003105.CDF
MB0031
MB003106.CDF
MB0031
MB003107.CDF
MB0031
MB003108.CDF
MB0031
MB003109.CDF
MB0031
MB003110.CDF
MB0031
MB003111.CDF
MB0031
MB003112.CDF
MB0031
MB003113.CDF
MB0031
MB003114.CDF
MB0031
MB003115.CDF
MB0031
MB003116.CDF
MB0031
MB003117.CDF
MB0031
MB003118.CDF
MB0031
MB003119.CDF
MB0031
MB003120.CDF
MB0031
MB003121.CDF
MB0031
MB003122.CDF
MB0031
MB003123.CDF
MB0031
MB003124.CDF
MB0031
MB003125.CDF
MB0031
MB003126.CDF
MB0031
MB003127.CDF
MB0031
MB003128.CDF
MB0031
MB003129.CDF
MB0031
MB003130.CDF
MB0031
MB003131.CDF
MB0031
MB003132.CDF
MB0031
MB003133.CDF
MB0031
MB003134.CDF
MB0031
MB003135.CDF
MB0031
MB003136.CDF
MB0031
MB003137.CDF
MB0032
MB003201.CDF
MB0032
MB003202.CDF
MB0032
MB003203.CDF
MB0032
MB003204.CDF
MB0032
MB003205.CDF
MB0032
MB003206.CDF
MB0032
MB003207.CDF
MB0032
MB003208.CDF
MB0032
MB003209.CDF
MB0032
MB003210.CDF
MB0032
MB003211.CDF
MB0032
MB003212.CDF
MB0032
MB003213.CDF
MB0032
MB003214.CDF
MB0032
MB003215.CDF
MB0032
MB003216.CDF
MB0032
MB003217.CDF
MB0032
MB003218.CDF
MB0032
MB003219.CDF
MB0032
MB003220.CDF
MB0032
MB003221.CDF
MB0032
MB003222.CDF
MB0032
MB003223.CDF
MB0032
MB003224.CDF
MB0032
MB003225.CDF
MB0032
MB003226.CDF
MB0032
MB003227.CDF
MB0032
MB003228.CDF
MB0032
MB003229.CDF
MB0032
MB003230.CDF
MB0032
MB003231.CDF
MB0032
MB003232.CDF
MB0032
MB003233.CDF
MB0032
MB003234.CDF
MB0032
MB003235.CDF
MB0032
MB003236.CDF
MB0032
MB003237.CDF
MB0035
MB003501.CDF
MB0035
MB003502.CDF
MB0035
MB003503.CDF
MB0035
MB003504.CDF
MB0035
MB003505.CDF
MB0035
MB003506.CDF
MB0035
MB003507.CDF
MB0035
MB003508.CDF
MB0035
MB003509.CDF
MB0035
MB003510.CDF
MB0035
MB003511.CDF
MB0035
MB003512.CDF
MB0035
MB003513.CDF
MB0035
MB003514.CDF
MB0035
MB003515.CDF
MB0035
MB003516.CDF
MB0035
MB003517.CDF
MB0035
MB003518.CDF
MB0035
MB003519.CDF
MB0035
MB003520.CDF
MB0035
MB003521.CDF
MB0035
MB003522.CDF
MB0035
MB003523.CDF
MB0035
MB003524.CDF
MB0035
MB003525.CDF
MB0035
MB003526.CDF
MB0035
MB003527.CDF
MB0035
MB003528.CDF
MB0035
MB003529.CDF
MB0035
MB003530.CDF
MB0035
MB003531.CDF
MB0035
MB003532.CDF
MB0035
MB003533.CDF
MB0035
MB003534.CDF
MB0035
MB003535.CDF
MB0035
MB003536.CDF
MB0035
MB003537.CDF
MB0036
MB003601.CDF
MB0036
MB003602.CDF
MB0036
MB003603.CDF
MB0036
MB003604.CDF
MB0036
MB003605.CDF
MB0036
MB003606.CDF
MB0036
MB003607.CDF
MB0036
MB003608.CDF
MB0036
MB003609.CDF
MB0036
MB003610.CDF
MB0036
MB003611.CDF
MB0036
MB003612.CDF
MB0036
MB003613.CDF
MB0036
MB003614.CDF
MB0036
MB003615.CDF
MB0036
MB003616.CDF
MB0036
MB003617.CDF
MB0036
MB003618.CDF
MB0036
MB003619.CDF
MB0036
MB003620.CDF
MB0036
MB003621.CDF
MB0036
MB003622.CDF
MB0036
MB003623.CDF
MB0036
MB003624.CDF
MB0036
MB003625.CDF
MB0036
MB003626.CDF
MB0036
MB003627.CDF
MB0036
MB003628.CDF
MB0036
MB003629.CDF
MB0036
MB003630.CDF
MB0036
MB003631.CDF
MB0036
MB003632.CDF
MB0036
MB003633.CDF
MB0036
MB003634.CDF
MB0036
MB003635.CDF
MB0036
MB003636.CDF
MB0036
MB003637.CDF
MB0037
MB003701.CDF
MB0037
MB003702.CDF
MB0037
MB003703.CDF
MB0037
MB003704.CDF
MB0037
MB003705.CDF
MB0037
MB003706.CDF
MB0037
MB003707.CDF
MB0037
MB003708.CDF
MB0037
MB003709.CDF
MB0037
MB003710.CDF
MB0037
MB003711.CDF
MB0037
MB003712.CDF
MB0037
MB003713.CDF
MB0037
MB003714.CDF
MB0037
MB003715.CDF
MB0037
MB003716.CDF
MB0037
MB003717.CDF
MB0037
MB003718.CDF
MB0037
MB003719.CDF
MB0037
MB003720.CDF
MB0037
MB003721.CDF
MB0037
MB003722.CDF
MB0037
MB003723.CDF
MB0037
MB003724.CDF
MB0037
MB003725.CDF
MB0037
MB003726.CDF
MB0037
MB003727.CDF
MB0037
MB003728.CDF
MB0037
MB003729.CDF
MB0037
MB003730.CDF
MB0037
MB003731.CDF
MB0037
MB003732.CDF
MB0037
MB003733.CDF
MB0037
MB003734.CDF
MB0037
MB003735.CDF
MB0037
MB003736.CDF
MB0037
MB003737.CDF
MB0038
MB003801.CDF
MB0038
MB003802.CDF
MB0038
MB003803.CDF
MB0038
MB003804.CDF
MB0038
MB003805.CDF
MB0038
MB003806.CDF
MB0038
MB003807.CDF
MB0038
MB003808.CDF
MB0038
MB003809.CDF
MB0038
MB003810.CDF
MB0038
MB003811.CDF
MB0038
MB003812.CDF
MB0038
MB003813.CDF
MB0038
MB003814.CDF
MB0038
MB003815.CDF
MB0038
MB003816.CDF
MB0038
MB003817.CDF
MB0038
MB003818.CDF
MB0038
MB003819.CDF
MB0038
MB003820.CDF
MB0038
MB003821.CDF
MB0038
MB003822.CDF
MB0038
MB003823.CDF
MB0038
MB003824.CDF
MB0038
MB003825.CDF
MB0038
MB003826.CDF
MB0038
MB003827.CDF
MB0038
MB003828.CDF
MB0038
MB003829.CDF
MB0038
MB003830.CDF
MB0038
MB003831.CDF
MB0038
MB003832.CDF
MB0038
MB003833.CDF
MB0038
MB003834.CDF
MB0038
MB003835.CDF
MB0038
MB003836.CDF
MB0038
MB003837.CDF
MB0039
MB003901.CDF
MB0039
MB003902.CDF
MB0039
MB003903.CDF
MB0039
MB003904.CDF
MB0039
MB003905.CDF
MB0039
MB003906.CDF
MB0039
MB003907.CDF
MB0039
MB003908.CDF
MB0039
MB003909.CDF
MB0039
MB003910.CDF
MB0039
MB003911.CDF
MB0039
MB003912.CDF
MB0039
MB003913.CDF
MB0039
MB003914.CDF
MB0039
MB003915.CDF
MB0039
MB003916.CDF
MB0039
MB003917.CDF
MB0039
MB003918.CDF
MB0039
MB003919.CDF
MB0039
MB003920.CDF
MB0039
MB003921.CDF
MB0039
MB003922.CDF
MB0039
MB003923.CDF
MB0039
MB003924.CDF
MB0039
MB003925.CDF
MB0039
MB003926.CDF
MB0039
MB003927.CDF
MB0039
MB003928.CDF
MB0039
MB003929.CDF
MB0039
MB003930.CDF
MB0039
MB003931.CDF
MB0039
MB003932.CDF
MB0039
MB003933.CDF
MB0039
MB003934.CDF
MB0039
MB003935.CDF
MB0039
MB003936.CDF
MB0039
MB003937.CDF
MB0040
MB004001.CDF
MB0040
MB004002.CDF
MB0040
MB004003.CDF
MB0040
MB004004.CDF
MB0040
MB004005.CDF
MB0040
MB004006.CDF
MB0040
MB004007.CDF
MB0040
MB004008.CDF
MB0040
MB004009.CDF
MB0040
MB004010.CDF
MB0040
MB004011.CDF
MB0040
MB004012.CDF
MB0040
MB004013.CDF
MB0040
MB004014.CDF
MB0040
MB004015.CDF
MB0040
MB004016.CDF
MB0040
MB004017.CDF
MB0040
MB004018.CDF
MB0040
MB004019.CDF
MB0040
MB004020.CDF
MB0040
MB004021.CDF
MB0040
MB004022.CDF
MB0040
MB004023.CDF
MB0040
MB004024.CDF
MB0040
MB004025.CDF
MB0040
MB004026.CDF
MB0040
MB004027.CDF
MB0040
MB004028.CDF
MB0040
MB004029.CDF
MB0040
MB004030.CDF
MB0040
MB004031.CDF
MB0040
MB004032.CDF
MB0040
MB004033.CDF
MB0040
MB004034.CDF
MB0040
MB004035.CDF
MB0040
MB004036.CDF
MB0040
MB004037.CDF
MB0041
MB004101.CDF
MB0041
MB004102.CDF
MB0041
MB004103.CDF
MB0041
MB004104.CDF
MB0041
MB004105.CDF
MB0041
MB004106.CDF
MB0041
MB004107.CDF
MB0041
MB004108.CDF
MB0041
MB004109.CDF
MB0041
MB004110.CDF
MB0041
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MB012501.CDF
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MB018013.CDF
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MB018014.CDF
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MB018301.CDF
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MB018302.CDF
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MB018306.CDF
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MB018307.CDF
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MB018308.CDF
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MB018309.CDF
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MB018310.CDF
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MB018321.CDF
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MB018325.CDF
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MB018401.CDF
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MB018409.CDF
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MB018502.CDF
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MB018506.CDF
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MB018507.CDF
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MB018509.CDF
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MB018510.CDF
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MB018605.CDF
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MB018606.CDF
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MB018607.CDF
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MB018609.CDF
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MB018610.CDF
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MB018705.CDF
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MB018706.CDF
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MB018707.CDF
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MB018708.CDF
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MB018709.CDF
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MB018710.CDF
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MB018801.CDF
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MB018802.CDF
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MB018803.CDF
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MB018805.CDF
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MB018806.CDF
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MB018807.CDF
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MB018809.CDF
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MB018901.CDF
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MB018906.CDF
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MB019111.CDF
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MB019112.CDF
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MB019113.CDF
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MB019119.CDF
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MB019120.CDF
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MB019128.CDF
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MB019131.CDF
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MB019132.CDF
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MB019133.CDF
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MB019134.CDF
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MB019135.CDF
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MB019136.CDF
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MB019137.CDF
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MB019201.CDF
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MB019204.CDF
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MB019205.CDF
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MB019206.CDF
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MB019207.CDF
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MB019209.CDF
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MB019210.CDF
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MB019221.CDF
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MB019226.CDF
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MB019231.CDF
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MB019233.CDF
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MB019234.CDF
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MB019237.CDF
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MB019301.CDF
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MB019302.CDF
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MB019303.CDF
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MB019304.CDF
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MB019305.CDF
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MB019306.CDF
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MB019307.CDF
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MB019320.CDF
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MB019321.CDF
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MB019325.CDF
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MB019326.CDF
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MB019327.CDF
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MB019331.CDF
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MB019333.CDF
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MB019334.CDF
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MB019401.CDF
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MB019409.CDF
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MB019501.CDF
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MB019502.CDF
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MB019505.CDF
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MB019506.CDF
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MB019507.CDF
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MB019508.CDF
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MB019509.CDF
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MB019510.CDF
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MB019604.CDF
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MB019605.CDF
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MB019606.CDF
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MB019607.CDF
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MB019608.CDF
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MB019609.CDF
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MB019705.CDF
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MB019706.CDF
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MB019707.CDF
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MB019708.CDF
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MB019709.CDF
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MB019801.CDF
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MB019802.CDF
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MB019803.CDF
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MB019804.CDF
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MB019805.CDF
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MB019806.CDF
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MB019807.CDF
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MB019808.CDF
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MB019809.CDF
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MB025707.CDF
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MB025709.CDF
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MB025710.CDF
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MB025711.CDF
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MB025712.CDF
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MB025713.CDF
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MB025714.CDF
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MB025715.CDF
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MB025716.CDF
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MB025717.CDF
MB0257
MB025718.CDF
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MB025719.CDF
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MB025720.CDF
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MB025721.CDF
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MB025722.CDF
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MB025724.CDF
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MB025725.CDF
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MB025726.CDF
MB0257
MB025727.CDF
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MB025728.CDF
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MB025729.CDF
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MB025730.CDF
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MB025731.CDF
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MB025732.CDF
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MB025733.CDF
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MB025734.CDF
MB0257
MB025735.CDF
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MB025736.CDF
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MB025737.CDF
MB0259
MB025901.CDF
MB0259
MB025902.CDF
MB0259
MB025903.CDF
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MB025904.CDF
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MB025905.CDF
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MB025906.CDF
MB0259
MB025907.CDF
MB0259
MB025908.CDF
MB0259
MB025909.CDF
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MB025910.CDF
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MB025911.CDF
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MB025912.CDF
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MB025915.CDF
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MB025919.CDF
MB0259
MB025920.CDF
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MB025924.CDF
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MB025925.CDF
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MB025930.CDF
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MB025937.CDF
MB0260
MB026001.CDF
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MB026002.CDF
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MB026003.CDF
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MB026004.CDF
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MB026006.CDF
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MB026007.CDF
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MB026008.CDF
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MB026009.CDF
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MB026010.CDF
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MB026011.CDF
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MB026012.CDF
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MB026013.CDF
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MB026019.CDF
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MB026036.CDF
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MB026037.CDF
MB0261
MB026101.CDF
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MB026201.CDF
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MB026334.CDF
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MB026335.CDF
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MB026336.CDF
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MB026337.CDF
MB0264
MB026401.CDF
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MB026402.CDF
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MB026403.CDF
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MB026404.CDF
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MB026405.CDF
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MB026406.CDF
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MB026407.CDF
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MB026408.CDF
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MB026409.CDF
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MB026410.CDF
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MB026411.CDF
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MB026412.CDF
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MB026413.CDF
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MB026414.CDF
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MB026415.CDF
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MB026416.CDF
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MB026417.CDF
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MB026418.CDF
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MB026419.CDF
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MB026420.CDF
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MB026421.CDF
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MB026422.CDF
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MB026423.CDF
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MB026424.CDF
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MB026425.CDF
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MB026426.CDF
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MB026427.CDF
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MB026428.CDF
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MB026429.CDF
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MB026430.CDF
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MB026431.CDF
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MB026432.CDF
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MB026433.CDF
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MB026434.CDF
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MB026435.CDF
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MB026436.CDF
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MB026437.CDF
MB0265
MB026501.CDF
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MB026502.CDF
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MB026503.CDF
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MB026504.CDF
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MB026505.CDF
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MB026506.CDF
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MB026507.CDF
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MB026508.CDF
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MB026509.CDF
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MB026510.CDF
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MB026511.CDF
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MB026512.CDF
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MB026513.CDF
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MB026514.CDF
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MB026515.CDF
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MB026516.CDF
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MB026517.CDF
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MB026518.CDF
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MB026519.CDF
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MB026520.CDF
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MB026521.CDF
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MB026522.CDF
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MB026523.CDF
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MB026524.CDF
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MB026525.CDF
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MB026526.CDF
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MB026527.CDF
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MB026528.CDF
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MB026529.CDF
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MB026530.CDF
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MB026531.CDF
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MB026532.CDF
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MB026533.CDF
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MB026534.CDF
MB0265
MB026535.CDF
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MB026536.CDF
MB0265
MB026537.CDF
MB0267
MB026701.CDF
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MB026702.CDF
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MB026703.CDF
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MB026704.CDF
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MB026705.CDF
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MB026706.CDF
MB0267
MB026707.CDF
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MB026708.CDF
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MB026709.CDF
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MB026710.CDF
MB0267
MB026711.CDF
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MB026712.CDF
MB0267
MB026713.CDF
MB0267
MB026714.CDF
MB0267
MB026715.CDF
MB0267
MB026716.CDF
MB0267
MB026717.CDF
MB0267
MB026718.CDF
MB0267
MB026719.CDF
MB0267
MB026720.CDF
MB0267
MB026721.CDF
MB0267
MB026722.CDF
MB0267
MB026723.CDF
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MB026724.CDF
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MB026725.CDF
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MB026726.CDF
MB0267
MB026727.CDF
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MB026728.CDF
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MB026729.CDF
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MB026730.CDF
MB0267
MB026731.CDF
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MB026732.CDF
MB0267
MB026733.CDF
MB0267
MB026734.CDF
MB0267
MB026735.CDF
MB0267
MB026736.CDF
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MB026737.CDF
MB0268
MB026801.CDF
MB0268
MB026802.CDF
MB0268
MB026803.CDF
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MB026804.CDF
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MB026805.CDF
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MB026806.CDF
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MB026807.CDF
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MB026808.CDF
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MB026809.CDF
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MB026810.CDF
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MB026811.CDF
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MB026812.CDF
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MB026813.CDF
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MB026814.CDF
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MB026816.CDF
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MB026817.CDF
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MB026818.CDF
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MB026819.CDF
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MB026820.CDF
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MB026825.CDF
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MB026826.CDF
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MB026827.CDF
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MB026828.CDF
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MB026829.CDF
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MB026830.CDF
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MB026832.CDF
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MB026833.CDF
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MB026834.CDF
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MB026836.CDF
MB0268
MB026837.CDF
MB0269
MB026901.CDF
MB0269
MB026902.CDF
MB0269
MB026903.CDF
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MB026904.CDF
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MB026905.CDF
MB0269
MB026906.CDF
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MB026907.CDF
MB0269
MB026908.CDF
MB0269
MB026909.CDF
MB0269
MB026910.CDF
MB0269
MB026911.CDF
MB0269
MB026912.CDF
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MB026913.CDF
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MB026914.CDF
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MB026915.CDF
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MB026919.CDF
MB0269
MB026920.CDF
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MB026921.CDF
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MB026922.CDF
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MB026923.CDF
MB0269
MB026924.CDF
MB0269
MB026925.CDF
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MB026926.CDF
MB0269
MB026927.CDF
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MB026928.CDF
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MB026929.CDF
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MB026930.CDF
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MB026931.CDF
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MB026936.CDF
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MB026937.CDF
MB0270
MB027001.CDF
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MB027005.CDF
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MB027010.CDF
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MB027011.CDF
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MB027016.CDF
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MB027018.CDF
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MB027029.CDF
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MB027030.CDF
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MB027036.CDF
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MB027037.CDF
MB0271
MB027101.CDF
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MB027102.CDF
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MB027103.CDF
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MB027104.CDF
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MB027105.CDF
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MB027106.CDF
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MB027107.CDF
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MB027108.CDF
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MB027109.CDF
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MB027110.CDF
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MB027111.CDF
MB0271
MB027112.CDF
MB0271
MB027113.CDF
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MB027114.CDF
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MB027115.CDF
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MB027116.CDF
MB0271
MB027117.CDF
MB0271
MB027118.CDF
MB0271
MB027119.CDF
MB0271
MB027120.CDF
MB0271
MB027121.CDF
MB0271
MB027122.CDF
MB0271
MB027123.CDF
MB0271
MB027124.CDF
MB0271
MB027125.CDF
MB0271
MB027126.CDF
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MB027127.CDF
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MB027128.CDF
MB0271
MB027129.CDF
MB0271
MB027130.CDF
MB0271
MB027131.CDF
MB0271
MB027132.CDF
MB0271
MB027133.CDF
MB0271
MB027134.CDF
MB0271
MB027135.CDF
MB0271
MB027136.CDF
MB0271
MB027137.CDF
MB0272
MB027201.CDF
MB0272
MB027202.CDF
MB0272
MB027203.CDF
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MB027204.CDF
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MB027205.CDF
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MB027206.CDF
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MB027207.CDF
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MB027208.CDF
MB0272
MB027209.CDF
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MB027210.CDF
MB0272
MB027211.CDF
MB0272
MB027212.CDF
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MB027213.CDF
MB0272
MB027214.CDF
MB0272
MB027215.CDF
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MB027216.CDF
MB0272
MB027217.CDF
MB0272
MB027218.CDF
MB0272
MB027219.CDF
MB0272
MB027220.CDF
MB0272
MB027221.CDF
MB0272
MB027222.CDF
MB0272
MB027223.CDF
MB0272
MB027224.CDF
MB0272
MB027225.CDF
MB0272
MB027226.CDF
MB0272
MB027227.CDF
MB0272
MB027228.CDF
MB0272
MB027229.CDF
MB0272
MB027230.CDF
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MB027231.CDF
MB0272
MB027232.CDF
MB0272
MB027233.CDF
MB0272
MB027234.CDF
MB0272
MB027235.CDF
MB0272
MB027236.CDF
MB0272
MB027237.CDF
MB0274
MB027401.CDF
MB0274
MB027402.CDF
MB0274
MB027403.CDF
MB0274
MB027404.CDF
MB0274
MB027405.CDF
MB0274
MB027406.CDF
MB0274
MB027407.CDF
MB0274
MB027408.CDF
MB0274
MB027409.CDF
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MB027410.CDF
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MB027411.CDF
MB0274
MB027412.CDF
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MB027413.CDF
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MB027414.CDF
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MB027415.CDF
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MB027416.CDF
MB0274
MB027417.CDF
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MB027418.CDF
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MB027419.CDF
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MB027420.CDF
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MB027421.CDF
MB0274
MB027422.CDF
MB0274
MB027423.CDF
MB0274
MB027424.CDF
MB0274
MB027425.CDF
MB0274
MB027426.CDF
MB0274
MB027427.CDF
MB0274
MB027428.CDF
MB0274
MB027429.CDF
MB0274
MB027430.CDF
MB0274
MB027431.CDF
MB0274
MB027432.CDF
MB0274
MB027433.CDF
MB0274
MB027434.CDF
MB0274
MB027435.CDF
MB0274
MB027436.CDF
MB0274
MB027437.CDF
MB0275
MB027501.CDF
MB0275
MB027502.CDF
MB0275
MB027503.CDF
MB0275
MB027504.CDF
MB0275
MB027505.CDF
MB0275
MB027506.CDF
MB0275
MB027507.CDF
MB0275
MB027508.CDF
MB0275
MB027509.CDF
MB0275
MB027510.CDF
MB0275
MB027511.CDF
MB0275
MB027512.CDF
MB0275
MB027513.CDF
MB0275
MB027514.CDF
MB0275
MB027515.CDF
MB0275
MB027516.CDF
MB0275
MB027517.CDF
MB0275
MB027518.CDF
MB0275
MB027519.CDF
MB0275
MB027520.CDF
MB0275
MB027521.CDF
MB0275
MB027522.CDF
MB0275
MB027523.CDF
MB0275
MB027524.CDF
MB0275
MB027525.CDF
MB0275
MB027526.CDF
MB0275
MB027527.CDF
MB0275
MB027528.CDF
MB0275
MB027529.CDF
MB0275
MB027530.CDF
MB0275
MB027531.CDF
MB0275
MB027532.CDF
MB0275
MB027533.CDF
MB0275
MB027534.CDF
MB0275
MB027535.CDF
MB0275
MB027536.CDF
MB0275
MB027537.CDF
MB0277
MB027701.CDF
MB0277
MB027702.CDF
MB0277
MB027703.CDF
MB0277
MB027704.CDF
MB0277
MB027705.CDF
MB0277
MB027706.CDF
MB0277
MB027707.CDF
MB0277
MB027708.CDF
MB0277
MB027709.CDF
MB0277
MB027710.CDF
MB0277
MB027711.CDF
MB0277
MB027712.CDF
MB0277
MB027713.CDF
MB0277
MB027714.CDF
MB0277
MB027715.CDF
MB0277
MB027716.CDF
MB0277
MB027717.CDF
MB0277
MB027718.CDF
MB0277
MB027719.CDF
MB0277
MB027720.CDF
MB0277
MB027721.CDF
MB0277
MB027722.CDF
MB0277
MB027723.CDF
MB0277
MB027724.CDF
MB0277
MB027725.CDF
MB0277
MB027726.CDF
MB0277
MB027727.CDF
MB0277
MB027728.CDF
MB0277
MB027729.CDF
MB0277
MB027730.CDF
MB0277
MB027731.CDF
MB0277
MB027732.CDF
MB0277
MB027733.CDF
MB0277
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MB029826.CDF
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MB038927.CDF
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MB038928.CDF
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MB038932.CDF
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MB038935.CDF
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MB038936.CDF
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MB039237.CDF
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MB039301.CDF
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MB039310.CDF
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MB039312.CDF
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MB039314.CDF
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MB039315.CDF
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MB039316.CDF
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MB039318.CDF
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MB039325.CDF
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MB039326.CDF
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MB039327.CDF
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MB039328.CDF
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MB039330.CDF
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MB039331.CDF
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MB039332.CDF
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MB039333.CDF
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MB039334.CDF
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MB039335.CDF
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MB039336.CDF
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MB039401.CDF
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MB039402.CDF
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MB039403.CDF
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MB039404.CDF
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MB039405.CDF
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MB039408.CDF
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MB039409.CDF
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MB039410.CDF
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MB039411.CDF
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MB039412.CDF
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MB039413.CDF
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MB039414.CDF
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MB039415.CDF
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MB039416.CDF
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MB039418.CDF
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MB039419.CDF
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MB039420.CDF
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MB039421.CDF
MB0394
MB039422.CDF
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MB039423.CDF
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MB039424.CDF
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MB039425.CDF
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MB039426.CDF
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MB039427.CDF
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MB039428.CDF
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MB039429.CDF
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MB039430.CDF
MB0394
MB039431.CDF
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MB039432.CDF
MB0394
MB039433.CDF
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MB039434.CDF
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MB039435.CDF
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MB039436.CDF
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MB039437.CDF
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MB039501.CDF
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MB039502.CDF
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MB039503.CDF
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MB039504.CDF
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MB039505.CDF
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MB039506.CDF
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MB039507.CDF
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MB039508.CDF
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MB039509.CDF
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MB039510.CDF
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MB039511.CDF
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MB039512.CDF
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MB039513.CDF
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MB039514.CDF
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MB039515.CDF
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MB039516.CDF
MB0395
MB039517.CDF
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MB039518.CDF
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MB039519.CDF
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MB039520.CDF
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MB039521.CDF
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MB039522.CDF
MB0395
MB039523.CDF
MB0395
MB039524.CDF
MB0395
MB039525.CDF
MB0395
MB039526.CDF
MB0395
MB039527.CDF
MB0395
MB039528.CDF
MB0395
MB039529.CDF
MB0395
MB039530.CDF
MB0395
MB039531.CDF
MB0395
MB039532.CDF
MB0395
MB039533.CDF
MB0395
MB039534.CDF
MB0395
MB039535.CDF
MB0395
MB039536.CDF
MB0395
MB039537.CDF
MB0396
MB039601.CDF
MB0396
MB039602.CDF
MB0396
MB039603.CDF
MB0396
MB039604.CDF
MB0396
MB039605.CDF
MB0396
MB039606.CDF
MB0396
MB039607.CDF
MB0396
MB039608.CDF
MB0396
MB039609.CDF
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MB039610.CDF
MB0396
MB039611.CDF
MB0396
MB039612.CDF
MB0396
MB039613.CDF
MB0396
MB039614.CDF
MB0396
MB039615.CDF
MB0396
MB039616.CDF
MB0396
MB039617.CDF
MB0396
MB039618.CDF
MB0396
MB039619.CDF
MB0396
MB039620.CDF
MB0396
MB039621.CDF
MB0396
MB039622.CDF
MB0396
MB039623.CDF
MB0396
MB039624.CDF
MB0396
MB039625.CDF
MB0396
MB039626.CDF
MB0396
MB039627.CDF
MB0396
MB039628.CDF
MB0396
MB039629.CDF
MB0396
MB039630.CDF
MB0396
MB039631.CDF
MB0396
MB039632.CDF
MB0396
MB039633.CDF
MB0396
MB039634.CDF
MB0396
MB039635.CDF
MB0396
MB039636.CDF
MB0396
MB039637.CDF
MB0397
MB039701.CDF
MB0397
MB039702.CDF
MB0397
MB039703.CDF
MB0397
MB039704.CDF
MB0397
MB039705.CDF
MB0397
MB039706.CDF
MB0397
MB039707.CDF
MB0397
MB039708.CDF
MB0397
MB039709.CDF
MB0397
MB039710.CDF
MB0397
MB039711.CDF
MB0397
MB039712.CDF
MB0397
MB039713.CDF
MB0397
MB039714.CDF
MB0397
MB039715.CDF
MB0397
MB039716.CDF
MB0397
MB039717.CDF
MB0397
MB039718.CDF
MB0397
MB039719.CDF
MB0397
MB039720.CDF
MB0397
MB039721.CDF
MB0397
MB039722.CDF
MB0397
MB039723.CDF
MB0397
MB039724.CDF
MB0397
MB039725.CDF
MB0397
MB039726.CDF
MB0397
MB039727.CDF
MB0397
MB039728.CDF
MB0397
MB039729.CDF
MB0397
MB039730.CDF
MB0397
MB039731.CDF
MB0397
MB039732.CDF
MB0397
MB039733.CDF
MB0397
MB039734.CDF
MB0397
MB039735.CDF
MB0397
MB039736.CDF
MB0397
MB039737.CDF
MB0398
MB039801.CDF
MB0398
MB039802.CDF
MB0398
MB039803.CDF
MB0398
MB039804.CDF
MB0398
MB039805.CDF
MB0398
MB039806.CDF
MB0398
MB039807.CDF
MB0398
MB039808.CDF
MB0398
MB039809.CDF
MB0398
MB039810.CDF
MB0398
MB039811.CDF
MB0398
MB039812.CDF
MB0398
MB039813.CDF
MB0398
MB039814.CDF
MB0398
MB039815.CDF
MB0398
MB039816.CDF
MB0398
MB039817.CDF
MB0398
MB039818.CDF
MB0398
MB039819.CDF
MB0398
MB039820.CDF
MB0398
MB039821.CDF
MB0398
MB039822.CDF
MB0398
MB039823.CDF
MB0398
MB039824.CDF
MB0398
MB039825.CDF
MB0398
MB039826.CDF
MB0398
MB039827.CDF
MB0398
MB039828.CDF
MB0398
MB039829.CDF
MB0398
MB039830.CDF
MB0398
MB039831.CDF
MB0398
MB039832.CDF
MB0398
MB039833.CDF
MB0398
MB039834.CDF
MB0398
MB039835.CDF
MB0398
MB039836.CDF
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MB039837.CDF
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MB039901.CDF
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MB039902.CDF
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MB039903.CDF
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MB039904.CDF
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MB039905.CDF
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MB039923.CDF
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MB039937.CDF
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MB040124.CDF
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MB040126.CDF
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MB040127.CDF
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MB040128.CDF
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MB040129.CDF
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MB040135.CDF
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MB040136.CDF
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MB040201.CDF
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MB040204.CDF
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MB040205.CDF
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MB040206.CDF
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MB040207.CDF
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MB040208.CDF
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MB040209.CDF
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MB040210.CDF
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MB040211.CDF
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MB040212.CDF
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MB040213.CDF
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MB040214.CDF
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MB040215.CDF
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MB040216.CDF
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MB040217.CDF
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MB040218.CDF
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MB040219.CDF
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MB040220.CDF
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MB040221.CDF
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MB040222.CDF
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MB040223.CDF
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MB040224.CDF
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MB040225.CDF
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MB040226.CDF
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MB040227.CDF
MB0402
MB040228.CDF
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MB040229.CDF
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MB040230.CDF
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MB040231.CDF
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MB040232.CDF
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MB040233.CDF
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MB040234.CDF
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MB040235.CDF
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MB040236.CDF
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MB040237.CDF
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MB040301.CDF
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MB040302.CDF
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MB040303.CDF
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MB040304.CDF
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MB040305.CDF
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MB040306.CDF
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MB040307.CDF
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MB040308.CDF
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MB040309.CDF
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MB040310.CDF
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MB040311.CDF
MB0403
MB040312.CDF
MB0403
MB040313.CDF
MB0403
MB040314.CDF
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MB040315.CDF
MB0403
MB040316.CDF
MB0403
MB040317.CDF
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MB040318.CDF
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MB040319.CDF
MB0403
MB040320.CDF
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MB040321.CDF
MB0403
MB040322.CDF
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MB040323.CDF
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MB040324.CDF
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MB040325.CDF
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MB040326.CDF
MB0403
MB040327.CDF
MB0403
MB040328.CDF
MB0403
MB040329.CDF
MB0403
MB040330.CDF
MB0403
MB040331.CDF
MB0403
MB040332.CDF
MB0403
MB040333.CDF
MB0403
MB040334.CDF
MB0403
MB040335.CDF
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MB040336.CDF
MB0403
MB040337.CDF
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MB040401.CDF
MB0404
MB040402.CDF
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MB040403.CDF
MB0404
MB040404.CDF
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MB040405.CDF
MB0404
MB040406.CDF
MB0404
MB040407.CDF
MB0404
MB040408.CDF
MB0404
MB040409.CDF
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MB040410.CDF
MB0404
MB040411.CDF
MB0404
MB040412.CDF
MB0404
MB040413.CDF
MB0404
MB040414.CDF
MB0404
MB040415.CDF
MB0404
MB040416.CDF
MB0404
MB040417.CDF
MB0404
MB040418.CDF
MB0404
MB040419.CDF
MB0404
MB040420.CDF
MB0404
MB040421.CDF
MB0404
MB040422.CDF
MB0404
MB040423.CDF
MB0404
MB040424.CDF
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MB040425.CDF
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MB040426.CDF
MB0404
MB040427.CDF
MB0404
MB040428.CDF
MB0404
MB040429.CDF
MB0404
MB040430.CDF
MB0404
MB040431.CDF
MB0404
MB040432.CDF
MB0404
MB040433.CDF
MB0404
MB040434.CDF
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MB040435.CDF
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MB040436.CDF
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MB040437.CDF
MB0405
MB040501.CDF
MB0405
MB040502.CDF
MB0405
MB040503.CDF
MB0405
MB040504.CDF
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MB040505.CDF
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MB040506.CDF
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MB040507.CDF
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MB040508.CDF
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MB040509.CDF
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MB040510.CDF
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MB040511.CDF
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MB040512.CDF
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MB040513.CDF
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MB040514.CDF
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MB040515.CDF
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MB040516.CDF
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MB040517.CDF
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MB040518.CDF
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MB040519.CDF
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MB040520.CDF
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MB040521.CDF
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MB040522.CDF
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MB040523.CDF
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MB040524.CDF
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MB040525.CDF
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MB040526.CDF
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MB040527.CDF
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MB040528.CDF
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MB040529.CDF
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MB040530.CDF
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MB040531.CDF
MB0405
MB040532.CDF
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MB040533.CDF
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MB040534.CDF
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MB040535.CDF
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MB040536.CDF
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MB040537.CDF
MB0406
MB040601.CDF
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MB040602.CDF
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MB040603.CDF
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MB040604.CDF
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MB040605.CDF
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MB040606.CDF
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MB040607.CDF
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MB040608.CDF
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MB040609.CDF
MB0406
MB040610.CDF
MB0406
MB040611.CDF
MB0406
MB040612.CDF
MB0406
MB040613.CDF
MB0406
MB040614.CDF
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MB044201.CDF
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MB051837.CDF
MB0520
MB052001.CDF
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MB052002.CDF
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MB052003.CDF
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MB052004.CDF
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MB052005.CDF
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MB052006.CDF
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MB052007.CDF
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MB052008.CDF
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MB052009.CDF
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MB052010.CDF
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MB052011.CDF
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MB052012.CDF
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MB052013.CDF
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MB052014.CDF
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MB052015.CDF
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MB052016.CDF
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MB052017.CDF
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MB052018.CDF
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MB052019.CDF
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MB052020.CDF
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MB052021.CDF
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MB052101.CDF
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MB052102.CDF
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MB052103.CDF
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MB052104.CDF
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MB052105.CDF
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MB052106.CDF
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MB052107.CDF
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MB052108.CDF
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MB052109.CDF
MB0521
MB052110.CDF
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MB052111.CDF
MB0521
MB052112.CDF
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MB052113.CDF
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MB052114.CDF
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MB052115.CDF
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MB052116.CDF
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MB052117.CDF
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MB052118.CDF
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MB052119.CDF
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MB052120.CDF
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MB052121.CDF
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MB052123.CDF
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MB052124.CDF
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MB052125.CDF
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MB052126.CDF
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MB052127.CDF
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MB052128.CDF
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MB052129.CDF
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MB052130.CDF
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MB052131.CDF
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MB052132.CDF
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MB052133.CDF
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MB052134.CDF
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MB052135.CDF
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MB052136.CDF
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MB052137.CDF
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MB052201.CDF
MB0522
MB052202.CDF
MB0522
MB052203.CDF
MB0522
MB052204.CDF
MB0522
MB052205.CDF
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MB052206.CDF
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MB052208.CDF
MB0522
MB052209.CDF
MB0522
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MB052222.CDF
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MB0524
MB052401.CDF
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MB052428.CDF
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MB052501.CDF
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MB052601.CDF
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MB052627.CDF
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MB052637.CDF
MB0527
MB052701.CDF
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MB052703.CDF
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MB052705.CDF
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MB052714.CDF
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MB052728.CDF
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MB052737.CDF
MB0528
MB052801.CDF
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MB052802.CDF
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MB052826.CDF
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MB052827.CDF
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MB052828.CDF
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MB052829.CDF
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MB0529
MB052901.CDF
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MB052909.CDF
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MB052914.CDF
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MB052928.CDF
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MB052936.CDF
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MB052937.CDF
MB0530
MB053001.CDF
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MB053002.CDF
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MB053003.CDF
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MB053004.CDF
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MB053005.CDF
MB0530
MB053006.CDF
MB0530
MB053007.CDF
MB0530
MB053008.CDF
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MB053009.CDF
MB0530
MB053010.CDF
MB0530
MB053011.CDF
MB0530
MB053012.CDF
MB0530
MB053013.CDF
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MB053014.CDF
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MB053015.CDF
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MB053016.CDF
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MB053017.CDF
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MB053018.CDF
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MB053019.CDF
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MB053028.CDF
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MB053036.CDF
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MB053037.CDF
MB0531
MB053101.CDF
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MB053102.CDF
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MB053103.CDF
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MB053104.CDF
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MB053105.CDF
MB0531
MB053106.CDF
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MB053107.CDF
MB0531
MB053108.CDF
MB0531
MB053109.CDF
MB0531
MB053110.CDF
MB0531
MB053111.CDF
MB0531
MB053112.CDF
MB0531
MB053113.CDF
MB0531
MB053114.CDF
MB0531
MB053115.CDF
MB0531
MB053116.CDF
MB0531
MB053117.CDF
MB0531
MB053118.CDF
MB0531
MB053119.CDF
MB0531
MB053120.CDF
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MB053121.CDF
MB0531
MB053122.CDF
MB0531
MB053123.CDF
MB0531
MB053124.CDF
MB0531
MB053125.CDF
MB0531
MB053126.CDF
MB0531
MB053127.CDF
MB0531
MB053128.CDF
MB0531
MB053129.CDF
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MB053130.CDF
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MB053131.CDF
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MB053132.CDF
MB0531
MB053133.CDF
MB0531
MB053134.CDF
MB0531
MB053135.CDF
MB0531
MB053136.CDF
MB0531
MB053137.CDF
MB0532
MB053201.CDF
MB0532
MB053202.CDF
MB0532
MB053203.CDF
MB0532
MB053204.CDF
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MB053205.CDF
MB0532
MB053206.CDF
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MB053207.CDF
MB0532
MB053208.CDF
MB0532
MB053209.CDF
MB0532
MB053210.CDF
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MB053211.CDF
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MB053214.CDF
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MB053215.CDF
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MB053227.CDF
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MB053228.CDF
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MB053236.CDF
MB0532
MB053237.CDF
MB0533
MB053301.CDF
MB0533
MB053302.CDF
MB0533
MB053303.CDF
MB0533
MB053304.CDF
MB0533
MB053305.CDF
MB0533
MB053306.CDF
MB0533
MB053307.CDF
MB0533
MB053308.CDF
MB0533
MB053309.CDF
MB0533
MB053310.CDF
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MB053311.CDF
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MB053312.CDF
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MB053313.CDF
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MB053314.CDF
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MB053315.CDF
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MB053316.CDF
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MB053317.CDF
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MB053318.CDF
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MB053319.CDF
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MB053320.CDF
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MB053321.CDF
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MB053322.CDF
MB0533
MB053323.CDF
MB0533
MB053324.CDF
MB0533
MB053325.CDF
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MB053326.CDF
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MB053327.CDF
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MB053328.CDF
MB0533
MB053329.CDF
MB0533
MB053330.CDF
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MB053331.CDF
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MB053333.CDF
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MB053336.CDF
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MB053337.CDF
MB0534
MB053401.CDF
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MB053402.CDF
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MB053403.CDF
MB0534
MB053404.CDF
MB0534
MB053405.CDF
MB0534
MB053406.CDF
MB0534
MB053407.CDF
MB0534
MB053408.CDF
MB0534
MB053409.CDF
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MB053410.CDF
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MB053411.CDF
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MB053412.CDF
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MB053413.CDF
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MB053414.CDF
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MB053415.CDF
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MB053421.CDF
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MB053422.CDF
MB0534
MB053423.CDF
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MB053424.CDF
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MB053426.CDF
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MB053427.CDF
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MB053428.CDF
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MB053429.CDF
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MB053434.CDF
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MB053436.CDF
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MB053437.CDF
MB0535
MB053501.CDF
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MB053502.CDF
MB0535
MB053503.CDF
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MB053504.CDF
MB0535
MB053505.CDF
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MB053506.CDF
MB0535
MB053507.CDF
MB0535
MB053508.CDF
MB0535
MB053509.CDF
MB0535
MB053510.CDF
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MB053511.CDF
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MB053512.CDF
MB0535
MB053513.CDF
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MB053514.CDF
MB0535
MB053515.CDF
MB0535
MB053516.CDF
MB0535
MB053517.CDF
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MB053518.CDF
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MB053519.CDF
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MB053520.CDF
MB0535
MB053521.CDF
MB0535
MB053522.CDF
MB0535
MB053523.CDF
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MB053524.CDF
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MB053525.CDF
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MB053526.CDF
MB0535
MB053527.CDF
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MB053528.CDF
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MB053529.CDF
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MB0535
MB053535.CDF
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MB053536.CDF
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MB053537.CDF
MB0536
MB053601.CDF
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MB053602.CDF
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MB053609.CDF
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MB053610.CDF
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MB053614.CDF
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MB053627.CDF
MB0536
MB053628.CDF
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MB053630.CDF
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MB053631.CDF
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MB054201.CDF
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MB054224.CDF
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MB054226.CDF
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MB054301.CDF
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MB054302.CDF
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MB054325.CDF
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MB054329.CDF
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MB054330.CDF
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MB054331.CDF
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MB054332.CDF
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MB054333.CDF
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MB054334.CDF
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MB054335.CDF
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MB054336.CDF
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MB054401.CDF
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MB054402.CDF
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MB054403.CDF
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MB054404.CDF
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MB054409.CDF
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MB054501.CDF
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MB054601.CDF
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MB054701.CDF
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MB054705.CDF
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MB054706.CDF
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MB054901.CDF
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MB055001.CDF
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MB055013.CDF
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MB055201.CDF
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MB0552
MB055224.CDF
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MB055225.CDF
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MB055226.CDF
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MB055227.CDF
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MB055228.CDF
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MB055229.CDF
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MB055233.CDF
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MB055237.CDF
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MB055301.CDF
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MB055302.CDF
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MB055303.CDF
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MB055304.CDF
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MB055305.CDF
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MB055306.CDF
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MB055307.CDF
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MB055333.CDF
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MB055334.CDF
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MB055335.CDF
MB0553
MB055336.CDF
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MB055402.CDF
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MB055409.CDF
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MB055501.CDF
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MB055503.CDF
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MB055506.CDF
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MB055508.CDF
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MB055509.CDF
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MB055510.CDF
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MB055709.CDF
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MB055803.CDF
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MB056001.CDF
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MB056101.CDF
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MB056110.CDF
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MB056111.CDF
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MB056119.CDF
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MB056201.CDF
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MB056210.CDF
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MB056221.CDF
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MB056224.CDF
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MB056226.CDF
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MB056228.CDF
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MB056230.CDF
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MB056231.CDF
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MB056233.CDF
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MB056237.CDF
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MB056301.CDF
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MB0564
MB056401.CDF
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MB0565
MB056501.CDF
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MB056601.CDF
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MB056610.CDF
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MB056701.CDF
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MB056704.CDF
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MB056705.CDF
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MB056706.CDF
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MB056707.CDF
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MB056708.CDF
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MB056709.CDF
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MB056710.CDF
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MB0568
MB056801.CDF
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MB0569
MB056901.CDF
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MB0570
MB057001.CDF
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MB057002.CDF
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MB057003.CDF
MB0570
MB057004.CDF
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MB057501.CDF
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MB057708.CDF
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MB057709.CDF
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MB057710.CDF
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MB057801.CDF
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MB057807.CDF
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MB057810.CDF
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MB058001.CDF
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MB058110.CDF
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MB058112.CDF
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MB058119.CDF
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MB058201.CDF
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MB058301.CDF
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MB058304.CDF
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MB058310.CDF
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MB058325.CDF
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MB058330.CDF
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MB058332.CDF
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MB058333.CDF
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MB058401.CDF
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MB058501.CDF
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MB058507.CDF
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MB058508.CDF
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MB058509.CDF
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MB058510.CDF
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MB058511.CDF
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MB058513.CDF
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MB058514.CDF
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MB058526.CDF
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MB058527.CDF
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MB058528.CDF
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MB058601.CDF
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MB058602.CDF
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MB058606.CDF
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MB058607.CDF
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MB058610.CDF
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MB058611.CDF
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MB058612.CDF
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MB058613.CDF
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MB058614.CDF
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MB058615.CDF
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MB058701.CDF
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MB058705.CDF
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MB058709.CDF
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MB058801.CDF
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MB058810.CDF
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MB0590
MB059001.CDF
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MB059013.CDF
MB0590
MB059014.CDF
MB0590
MB059015.CDF
MB0590
MB059016.CDF
MB0590
MB059017.CDF
MB0590
MB059018.CDF
MB0590
MB059019.CDF
MB0590
MB059020.CDF
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MB059021.CDF
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MB059022.CDF
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MB059023.CDF
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MB059024.CDF
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MB059025.CDF
MB0590
MB059026.CDF
MB0590
MB059027.CDF
MB0590
MB059028.CDF
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MB059029.CDF
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MB059030.CDF
MB0590
MB059031.CDF
MB0590
MB059032.CDF
MB0590
MB059033.CDF
MB0590
MB059034.CDF
MB0590
MB059035.CDF
MB0590
MB059036.CDF
MB0590
MB059037.CDF
MB0592
MB059201.CDF
MB0592
MB059202.CDF
MB0592
MB059203.CDF
MB0592
MB059204.CDF
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MB059205.CDF
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MB059206.CDF
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MB059207.CDF
MB0592
MB059208.CDF
MB0592
MB059209.CDF
MB0592
MB059210.CDF
MB0592
MB059211.CDF
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MB059212.CDF
MB0592
MB059213.CDF
MB0592
MB059214.CDF
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MB059215.CDF
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MB059216.CDF
MB0592
MB059217.CDF
MB0592
MB059218.CDF
MB0592
MB059219.CDF
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MB059220.CDF
MB0592
MB059221.CDF
MB0592
MB059222.CDF
MB0592
MB059223.CDF
MB0592
MB059224.CDF
MB0592
MB059225.CDF
MB0592
MB059226.CDF
MB0592
MB059227.CDF
MB0592
MB059228.CDF
MB0592
MB059229.CDF
MB0592
MB059230.CDF
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MB059231.CDF
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MB059232.CDF
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MB059233.CDF
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MB059234.CDF
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MB059235.CDF
MB0592
MB059236.CDF
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MB059237.CDF
MB0593
MB059301.CDF
MB0593
MB059302.CDF
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MB059303.CDF
MB0593
MB059304.CDF
MB0593
MB059305.CDF
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MB059306.CDF
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MB059307.CDF
MB0593
MB059308.CDF
MB0593
MB059309.CDF
MB0593
MB059310.CDF
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MB059311.CDF
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MB059312.CDF
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MB059313.CDF
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MB059314.CDF
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MB059315.CDF
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MB059316.CDF
MB0593
MB059317.CDF
MB0593
MB059318.CDF
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MB059319.CDF
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MB059320.CDF
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MB059321.CDF
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MB0593
MB059323.CDF
MB0593
MB059324.CDF
MB0593
MB059325.CDF
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MB059326.CDF
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MB059327.CDF
MB0593
MB059328.CDF
MB0593
MB059329.CDF
MB0593
MB059330.CDF
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MB059331.CDF
MB0593
MB059332.CDF
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MB059333.CDF
MB0593
MB059334.CDF
MB0593
MB059335.CDF
MB0593
MB059336.CDF
MB0593
MB059337.CDF
MB0594
MB059401.CDF
MB0594
MB059402.CDF
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MB059403.CDF
MB0594
MB059404.CDF
MB0594
MB059405.CDF
MB0594
MB059406.CDF
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MB059407.CDF
MB0594
MB059408.CDF
MB0594
MB059409.CDF
MB0594
MB059410.CDF
MB0594
MB059411.CDF
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MB059412.CDF
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MB059413.CDF
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MB059414.CDF
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MB059415.CDF
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MB059416.CDF
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MB059417.CDF
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MB059418.CDF
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MB059419.CDF
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MB059420.CDF
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MB059421.CDF
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MB059422.CDF
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MB059423.CDF
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MB059424.CDF
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MB059425.CDF
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MB059426.CDF
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MB059427.CDF
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MB059428.CDF
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MB059429.CDF
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MB059430.CDF
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MB059431.CDF
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MB059432.CDF
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MB059433.CDF
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MB059434.CDF
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MB059435.CDF
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MB059436.CDF
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MB059437.CDF
MB0596
MB059601.CDF
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MB059602.CDF
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MB059603.CDF
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MB059604.CDF
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MB059605.CDF
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MB059606.CDF
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MB059607.CDF
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MB059608.CDF
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MB059609.CDF
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MB059610.CDF
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MB059628.CDF
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MB059634.CDF
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MB059636.CDF
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MB059637.CDF
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MB059701.CDF
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MB059702.CDF
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MB059703.CDF
MB0597
MB059704.CDF
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MB059705.CDF
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MB059706.CDF
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MB059707.CDF
MB0597
MB059708.CDF
MB0597
MB059709.CDF
MB0597
MB059710.CDF
MB0597
MB059711.CDF
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MB059712.CDF
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MB059713.CDF
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MB059714.CDF
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MB059715.CDF
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MB059716.CDF
MB0597
MB059717.CDF
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MB059718.CDF
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MB059719.CDF
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MB059720.CDF
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MB059721.CDF
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MB059722.CDF
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MB059723.CDF
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MB059724.CDF
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MB059725.CDF
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MB059726.CDF
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MB059727.CDF
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MB059728.CDF
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MB059729.CDF
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MB059730.CDF
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MB059731.CDF
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MB059732.CDF
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MB059733.CDF
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MB059734.CDF
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MB059735.CDF
MB0597
MB059736.CDF
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MB059737.CDF
MB0598
MB059801.CDF
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MB059802.CDF
MB0598
MB059803.CDF
MB0598
MB059804.CDF
MB0598
MB059805.CDF
MB0598
MB059806.CDF
MB0598
MB059807.CDF
MB0598
MB059808.CDF
MB0598
MB059809.CDF
MB0598
MB059810.CDF
MB0598
MB059811.CDF
MB0598
MB059812.CDF
MB0598
MB059813.CDF
MB0598
MB059814.CDF
MB0598
MB059815.CDF
MB0598
MB059816.CDF
MB0598
MB059817.CDF
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MB059818.CDF
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MB059819.CDF
MB0598
MB059820.CDF
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MB059821.CDF
MB0598
MB059822.CDF
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MB059823.CDF
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MB059824.CDF
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MB059825.CDF
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MB059826.CDF
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MB059827.CDF
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MB059828.CDF
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MB059829.CDF
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MB059830.CDF
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MB059831.CDF
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MB059832.CDF
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MB059833.CDF
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MB059834.CDF
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MB059835.CDF
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MB059836.CDF
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MB059837.CDF
MB0600
MB060001.CDF
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MB060002.CDF
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MB060003.CDF
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MB060004.CDF
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MB060006.CDF
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MB060008.CDF
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MB060009.CDF
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MB060010.CDF
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MB060011.CDF
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MB060012.CDF
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MB060013.CDF
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MB060014.CDF
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MB060015.CDF
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MB060016.CDF
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MB060017.CDF
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MB060018.CDF
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MB060019.CDF
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MB060020.CDF
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MB060021.CDF
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MB060022.CDF
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MB060023.CDF
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MB060024.CDF
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MB060025.CDF
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MB060026.CDF
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MB060027.CDF
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MB060028.CDF
MB0600
MB060029.CDF
MB0600
MB060030.CDF
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MB060031.CDF
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MB060032.CDF
MB0600
MB060033.CDF
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MB060034.CDF
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MB060035.CDF
MB0600
MB060036.CDF
MB0600
MB060037.CDF
MB0601
MB060101.CDF
MB0601
MB060102.CDF
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MB060103.CDF
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MB060104.CDF
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MB060105.CDF
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MB060106.CDF
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MB060107.CDF
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MB060108.CDF
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MB060109.CDF
MB0601
MB060110.CDF
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MB060111.CDF
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MB060112.CDF
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MB060113.CDF
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MB060114.CDF
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MB060115.CDF
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MB060116.CDF
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MB060117.CDF
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MB060118.CDF
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MB060119.CDF
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MB060120.CDF
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MB060121.CDF
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MB060122.CDF
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MB060123.CDF
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MB060124.CDF
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MB060125.CDF
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MB060126.CDF
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MB060127.CDF
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MB060128.CDF
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MB060129.CDF
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MB060132.CDF
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MB060133.CDF
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MB060134.CDF
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MB060135.CDF
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MB060136.CDF
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MB060137.CDF
MB0602
MB060201.CDF
MB0602
MB060202.CDF
MB0602
MB060203.CDF
MB0602
MB060204.CDF
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MB060205.CDF
MB0602
MB060206.CDF
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MB060207.CDF
MB0602
MB060208.CDF
MB0602
MB060209.CDF
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MB060210.CDF
MB0602
MB060211.CDF
MB0602
MB060212.CDF
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MB060213.CDF
MB0602
MB060214.CDF
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MB060215.CDF
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MB060216.CDF
MB0602
MB060217.CDF
MB0602
MB060218.CDF
MB0602
MB060219.CDF
MB0602
MB060220.CDF
MB0602
MB060221.CDF
MB0602
MB060222.CDF
MB0602
MB060223.CDF
MB0602
MB060224.CDF
MB0602
MB060225.CDF
MB0602
MB060226.CDF
MB0602
MB060227.CDF
MB0602
MB060228.CDF
MB0602
MB060229.CDF
MB0602
MB060230.CDF
MB0602
MB060231.CDF
MB0602
MB060232.CDF
MB0602
MB060233.CDF
MB0602
MB060234.CDF
MB0602
MB060235.CDF
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MB060236.CDF
MB0602
MB060237.CDF
MB0603
MB060301.CDF
MB0603
MB060302.CDF
MB0603
MB060303.CDF
MB0603
MB060304.CDF
MB0603
MB060305.CDF
MB0603
MB060306.CDF
MB0603
MB060307.CDF
MB0603
MB060308.CDF
MB0603
MB060309.CDF
MB0603
MB060310.CDF
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MB060311.CDF
MB0603
MB060312.CDF
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MB060313.CDF
MB0603
MB060314.CDF
MB0603
MB060315.CDF
MB0603
MB060316.CDF
MB0603
MB060317.CDF
MB0603
MB060318.CDF
MB0603
MB060319.CDF
MB0603
MB060320.CDF
MB0603
MB060321.CDF
MB0603
MB060322.CDF
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MB060323.CDF
MB0603
MB060324.CDF
MB0603
MB060325.CDF
MB0603
MB060326.CDF
MB0603
MB060327.CDF
MB0603
MB060328.CDF
MB0603
MB060329.CDF
MB0603
MB060330.CDF
MB0603
MB060331.CDF
MB0603
MB060332.CDF
MB0603
MB060333.CDF
MB0603
MB060334.CDF
MB0603
MB060335.CDF
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MB060336.CDF
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MB060337.CDF
MB0604
MB060401.CDF
MB0604
MB060402.CDF
MB0604
MB060403.CDF
MB0604
MB060404.CDF
MB0604
MB060405.CDF
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MB060406.CDF
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MB060407.CDF
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MB060408.CDF
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MB060409.CDF
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MB060410.CDF
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MB060411.CDF
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MB060412.CDF
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MB060413.CDF
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MB060414.CDF
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MB060415.CDF
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MB060416.CDF
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MB060417.CDF
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MB060418.CDF
MB0604
MB060419.CDF
MB0604
MB060420.CDF
MB0604
MB060421.CDF
MB0604
MB060422.CDF
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MB060423.CDF
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MB060424.CDF
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MB060425.CDF
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MB060426.CDF
MB0604
MB060427.CDF
MB0604
MB060428.CDF
MB0604
MB060429.CDF
MB0604
MB060430.CDF
MB0604
MB060431.CDF
MB0604
MB060432.CDF
MB0604
MB060433.CDF
MB0604
MB060434.CDF
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MB060435.CDF
MB0604
MB060436.CDF
MB0604
MB060437.CDF
MB0605
MB060501.CDF
MB0605
MB060502.CDF
MB0605
MB060503.CDF
MB0605
MB060504.CDF
MB0605
MB060505.CDF
MB0605
MB060506.CDF
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MB060507.CDF
MB0605
MB060508.CDF
MB0605
MB060509.CDF
MB0605
MB060510.CDF
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MB060511.CDF
MB0605
MB060512.CDF
MB0605
MB060513.CDF
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MB060514.CDF
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MB060515.CDF
MB0605
MB060516.CDF
MB0605
MB060517.CDF
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MB060518.CDF
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MB060519.CDF
MB0605
MB060520.CDF
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MB060521.CDF
MB0605
MB060522.CDF
MB0605
MB060523.CDF
MB0605
MB060524.CDF
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MB060525.CDF
MB0605
MB060526.CDF
MB0605
MB060527.CDF
MB0605
MB060528.CDF
MB0605
MB060529.CDF
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MB060530.CDF
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MB060531.CDF
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MB060532.CDF
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MB060533.CDF
MB0605
MB060534.CDF
MB0605
MB060535.CDF
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MB060536.CDF
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MB060537.CDF
MB0606
MB060601.CDF
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MB060602.CDF
MB0606
MB060603.CDF
MB0606
MB060604.CDF
MB0606
MB060605.CDF
MB0606
MB060606.CDF
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MB060607.CDF
MB0606
MB060608.CDF
MB0606
MB060609.CDF
MB0606
MB060610.CDF
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MB060611.CDF
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MB060612.CDF
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MB060613.CDF
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MB060614.CDF
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MB060615.CDF
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MB060616.CDF
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MB060617.CDF
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MB060618.CDF
MB0606
MB060619.CDF
MB0606
MB060620.CDF
MB0606
MB060621.CDF
MB0606
MB060622.CDF
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MB060623.CDF
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MB060624.CDF
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MB060625.CDF
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MB060626.CDF
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MB060627.CDF
MB0606
MB060628.CDF
MB0606
MB060629.CDF
MB0606
MB060630.CDF
MB0606
MB060631.CDF
MB0606
MB060632.CDF
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MB060633.CDF
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MB060634.CDF
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MB060635.CDF
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MB060636.CDF
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MB060637.CDF
MB0607
MB060701.CDF
MB0607
MB060702.CDF
MB0607
MB060703.CDF
MB0607
MB060704.CDF
MB0607
MB060705.CDF
MB0607
MB060706.CDF
MB0607
MB060707.CDF
MB0607
MB060708.CDF
MB0607
MB060709.CDF
MB0607
MB060710.CDF
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MB060711.CDF
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MB060712.CDF
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MB060713.CDF
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MB060714.CDF
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MB060715.CDF
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MB060716.CDF
MB0607
MB060717.CDF
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MB060718.CDF
MB0607
MB060719.CDF
MB0607
MB060720.CDF
MB0607
MB060721.CDF
MB0607
MB060722.CDF
MB0607
MB060723.CDF
MB0607
MB060724.CDF
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MB060725.CDF
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MB060726.CDF
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MB060727.CDF
MB0607
MB060728.CDF
MB0607
MB060729.CDF
MB0607
MB060730.CDF
MB0607
MB060731.CDF
MB0607
MB060732.CDF
MB0607
MB060733.CDF
MB0607
MB060734.CDF
MB0607
MB060735.CDF
MB0607
MB060736.CDF
MB0607
MB060737.CDF
MB0609
MB060901.CDF
MB0609
MB060902.CDF
MB0609
MB060903.CDF
MB0609
MB060904.CDF
MB0609
MB060905.CDF
MB0609
MB060906.CDF
MB0609
MB060907.CDF
MB0609
MB060908.CDF
MB0609
MB060909.CDF
MB0609
MB060910.CDF
MB0609
MB060911.CDF
MB0609
MB060912.CDF
MB0609
MB060913.CDF
MB0609
MB060914.CDF
MB0609
MB060915.CDF
MB0609
MB060916.CDF
MB0609
MB060917.CDF
MB0609
MB060918.CDF
MB0609
MB060919.CDF
MB0609
MB060920.CDF
MB0609
MB060921.CDF
MB0609
MB060922.CDF
MB0609
MB060923.CDF
MB0609
MB060924.CDF
MB0609
MB060925.CDF
MB0609
MB060926.CDF
MB0609
MB060927.CDF
MB0609
MB060928.CDF
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MB060929.CDF
MB0609
MB060930.CDF
MB0609
MB060931.CDF
MB0609
MB060932.CDF
MB0609
MB060933.CDF
MB0609
MB060934.CDF
MB0609
MB060935.CDF
MB0609
MB060936.CDF
MB0609
MB060937.CDF
MB0610
MB061001.CDF
MB0610
MB061002.CDF
MB0610
MB061003.CDF
MB0610
MB061004.CDF
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MB061005.CDF
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MB061006.CDF
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MB061007.CDF
MB0610
MB061008.CDF
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MB061009.CDF
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MB061010.CDF
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MB061011.CDF
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MB061016.CDF
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MB061017.CDF
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MB061020.CDF
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MB061021.CDF
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MB061022.CDF
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MB061023.CDF
MB0610
MB061024.CDF
MB0610
MB061025.CDF
MB0610
MB061026.CDF
MB0610
MB061027.CDF
MB0610
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MB069701.CDF
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MB069720.CDF
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MB069733.CDF
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MB069736.CDF
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MB069737.CDF
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MB069801.CDF
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MB069803.CDF
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MB069806.CDF
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MB069836.CDF
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MB069837.CDF
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MB070027.CDF
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MB070030.CDF
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MB070031.CDF
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MB070032.CDF
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MB070033.CDF
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MB070034.CDF
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MB070035.CDF
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MB070036.CDF
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MB070037.CDF
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MB070201.CDF
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MB070202.CDF
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MB070204.CDF
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MB070205.CDF
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MB070206.CDF
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MB070207.CDF
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MB070208.CDF
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MB070209.CDF
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MB070210.CDF
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MB070211.CDF
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MB070212.CDF
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MB070213.CDF
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MB070214.CDF
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MB070215.CDF
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MB070216.CDF
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MB070217.CDF
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MB070218.CDF
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MB070219.CDF
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MB070220.CDF
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MB070221.CDF
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MB070222.CDF
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MB070223.CDF
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MB070224.CDF
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MB070225.CDF
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MB070226.CDF
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MB070227.CDF
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MB070228.CDF
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MB070229.CDF
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MB070230.CDF
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MB070231.CDF
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MB070232.CDF
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MB070233.CDF
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MB070234.CDF
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MB070235.CDF
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MB070236.CDF
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MB070237.CDF
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MB070301.CDF
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MB070302.CDF
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MB070303.CDF
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MB070304.CDF
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MB070305.CDF
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MB070307.CDF
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MB070310.CDF
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MB070311.CDF
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MB070313.CDF
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MB070315.CDF
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MB070318.CDF
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MB070319.CDF
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MB070320.CDF
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MB070321.CDF
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MB070323.CDF
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MB070324.CDF
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MB070325.CDF
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MB070326.CDF
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MB070327.CDF
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MB070328.CDF
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MB070329.CDF
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MB070330.CDF
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MB070331.CDF
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MB070332.CDF
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MB070333.CDF
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MB070334.CDF
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MB070335.CDF
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MB070336.CDF
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MB070337.CDF
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MB070401.CDF
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MB070402.CDF
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MB070403.CDF
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MB070404.CDF
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MB070406.CDF
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MB070407.CDF
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MB070408.CDF
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MB070409.CDF
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MB070410.CDF
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MB070419.CDF
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MB070420.CDF
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MB070436.CDF
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MB070437.CDF
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MB070501.CDF
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MB070502.CDF
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MB070503.CDF
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MB070504.CDF
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MB070505.CDF
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MB070506.CDF
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MB070507.CDF
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MB070508.CDF
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MB070509.CDF
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MB070510.CDF
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MB070528.CDF
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MB070536.CDF
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MB070537.CDF
MB0706
MB070601.CDF
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MB070602.CDF
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MB070603.CDF
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MB070604.CDF
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MB070605.CDF
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MB070606.CDF
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MB070607.CDF
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MB070608.CDF
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MB070609.CDF
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MB070610.CDF
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MB070611.CDF
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MB070612.CDF
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MB070613.CDF
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MB070614.CDF
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MB070615.CDF
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MB070616.CDF
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MB070617.CDF
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MB070619.CDF
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MB070620.CDF
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MB070621.CDF
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MB070622.CDF
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MB070623.CDF
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MB070624.CDF
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MB070626.CDF
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MB070627.CDF
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MB070628.CDF
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MB070629.CDF
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MB070637.CDF
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MB070701.CDF
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MB070702.CDF
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MB070705.CDF
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MB070706.CDF
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MB070708.CDF
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MB070709.CDF
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MB070710.CDF
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MB070901.CDF
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MB070906.CDF
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MB070910.CDF
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MB0711
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MB071120.CDF
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MB071301.CDF
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MB0715
MB071501.CDF
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MB071502.CDF
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MB071503.CDF
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MB071504.CDF
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MB071510.CDF
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MB071511.CDF
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MB071513.CDF
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MB071514.CDF
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MB071515.CDF
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MB071516.CDF
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MB071519.CDF
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MB071520.CDF
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MB071521.CDF
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MB071522.CDF
MB0715
MB071523.CDF
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MB071524.CDF
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MB071525.CDF
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MB071526.CDF
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MB071527.CDF
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MB071528.CDF
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MB071601.CDF
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MB071622.CDF
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MB071623.CDF
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MB071626.CDF
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MB071627.CDF
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MB071628.CDF
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MB071629.CDF
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MB071630.CDF
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MB071631.CDF
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MB071632.CDF
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MB073001.CDF
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MB073010.CDF
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MB073201.CDF
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MB073202.CDF
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MB073209.CDF
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MB073601.CDF
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MB079233.CDF
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MB081013.CDF
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MB081016.CDF
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MB0811
MB081101.CDF
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MB081121.CDF
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MB0812
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MB081701.CDF
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MB081911.CDF
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MB082201.CDF
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MB082202.CDF
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MB082209.CDF
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MB082301.CDF
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MB082321.CDF
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MB082401.CDF
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MB082501.CDF
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MB0828
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MB0829
MB082901.CDF
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MB082928.CDF
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MB0830
MB083001.CDF
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MB0830
MB083007.CDF
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MB083010.CDF
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MB083013.CDF
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MB083014.CDF
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MB083101.CDF
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MB083105.CDF
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MB083106.CDF
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MB083107.CDF
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MB090401.CDF
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MB090409.CDF
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MB096501.CDF
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MB098401.CDF
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MB101214.CDF
MB1012
MB101215.CDF
MB1012
MB101216.CDF
MB1012
MB101217.CDF
MB1012
MB101218.CDF
MB1012
MB101219.CDF
MB1012
MB101220.CDF
MB1012
MB101221.CDF
MB1012
MB101222.CDF
MB1012
MB101223.CDF
MB1012
MB101224.CDF
MB1012
MB101225.CDF
MB1012
MB101226.CDF
MB1012
MB101227.CDF
MB1012
MB101228.CDF
MB1012
MB101229.CDF
MB1012
MB101230.CDF
MB1012
MB101231.CDF
MB1012
MB101232.CDF
MB1012
MB101233.CDF
MB1012
MB101234.CDF
MB1012
MB101235.CDF
MB1012
MB101236.CDF
MB1012
MB101237.CDF
MB1013
MB101301.CDF
MB1013
MB101302.CDF
MB1013
MB101303.CDF
MB1013
MB101304.CDF
MB1013
MB101305.CDF
MB1013
MB101306.CDF
MB1013
MB101307.CDF
MB1013
MB101308.CDF
MB1013
MB101309.CDF
MB1013
MB101310.CDF
MB1013
MB101311.CDF
MB1013
MB101312.CDF
MB1013
MB101313.CDF
MB1013
MB101314.CDF
MB1013
MB101315.CDF
MB1013
MB101316.CDF
MB1013
MB101317.CDF
MB1013
MB101318.CDF
MB1013
MB101319.CDF
MB1013
MB101320.CDF
MB1013
MB101321.CDF
MB1013
MB101322.CDF
MB1013
MB101323.CDF
MB1013
MB101324.CDF
MB1013
MB101325.CDF
MB1013
MB101326.CDF
MB1013
MB101327.CDF
MB1013
MB101328.CDF
MB1013
MB101329.CDF
MB1013
MB101330.CDF
MB1013
MB101331.CDF
MB1013
MB101332.CDF
MB1013
MB101333.CDF
MB1013
MB101334.CDF
MB1013
MB101335.CDF
MB1013
MB101336.CDF
MB1013
MB101337.CDF
MB1014
MB101401.CDF
MB1014
MB101402.CDF
MB1014
MB101403.CDF
MB1014
MB101404.CDF
MB1014
MB101405.CDF
MB1014
MB101406.CDF
MB1014
MB101407.CDF
MB1014
MB101408.CDF
MB1014
MB101409.CDF
MB1014
MB101410.CDF
MB1014
MB101411.CDF
MB1014
MB101412.CDF
MB1014
MB101413.CDF
MB1014
MB101414.CDF
MB1014
MB101415.CDF
MB1014
MB101416.CDF
MB1014
MB101417.CDF
MB1014
MB101418.CDF
MB1014
MB101419.CDF
MB1014
MB101420.CDF
MB1014
MB101421.CDF
MB1014
MB101422.CDF
MB1014
MB101423.CDF
MB1014
MB101424.CDF
MB1014
MB101425.CDF
MB1014
MB101426.CDF
MB1014
MB101427.CDF
MB1014
MB101428.CDF
MB1014
MB101429.CDF
MB1014
MB101430.CDF
MB1014
MB101431.CDF
MB1014
MB101432.CDF
MB1014
MB101433.CDF
MB1014
MB101434.CDF
MB1014
MB101435.CDF
MB1014
MB101436.CDF
MB1014
MB101437.CDF
MB1015
MB101501.CDF
MB1015
MB101502.CDF
MB1015
MB101503.CDF
MB1015
MB101504.CDF
MB1015
MB101505.CDF
MB1015
MB101506.CDF
MB1015
MB101507.CDF
MB1015
MB101508.CDF
MB1015
MB101509.CDF
MB1015
MB101510.CDF
MB1015
MB101511.CDF
MB1015
MB101512.CDF
MB1015
MB101513.CDF
MB1015
MB101514.CDF
MB1015
MB101515.CDF
MB1015
MB101516.CDF
MB1015
MB101517.CDF
MB1015
MB101518.CDF
MB1015
MB101519.CDF
MB1015
MB101520.CDF
MB1015
MB101521.CDF
MB1015
MB101522.CDF
MB1015
MB101523.CDF
MB1015
MB101524.CDF
MB1015
MB101525.CDF
MB1015
MB101526.CDF
MB1015
MB101527.CDF
MB1015
MB101528.CDF
MB1015
MB101529.CDF
MB1015
MB101530.CDF
MB1015
MB101531.CDF
MB1015
MB101532.CDF
MB1015
MB101533.CDF
MB1015
MB101534.CDF
MB1015
MB101535.CDF
MB1015
MB101536.CDF
MB1015
MB101537.CDF
MB1016
MB101601.CDF
MB1016
MB101602.CDF
MB1016
MB101603.CDF
MB1016
MB101604.CDF
MB1016
MB101605.CDF
MB1016
MB101606.CDF
MB1016
MB101607.CDF
MB1016
MB101608.CDF
MB1016
MB101609.CDF
MB1016
MB101610.CDF
MB1016
MB101611.CDF
MB1016
MB101612.CDF
MB1016
MB101613.CDF
MB1016
MB101614.CDF
MB1016
MB101615.CDF
MB1016
MB101616.CDF
MB1016
MB101617.CDF
MB1016
MB101618.CDF
MB1016
MB101619.CDF
MB1016
MB101620.CDF
MB1016
MB101621.CDF
MB1016
MB101622.CDF
MB1016
MB101623.CDF
MB1016
MB101624.CDF
MB1016
MB101625.CDF
MB1016
MB101626.CDF
MB1016
MB101627.CDF
MB1016
MB101628.CDF
MB1016
MB101629.CDF
MB1016
MB101630.CDF
MB1016
MB101631.CDF
MB1016
MB101632.CDF
MB1016
MB101633.CDF
MB1016
MB101634.CDF
MB1016
MB101635.CDF
MB1016
MB101636.CDF
MB1016
MB101637.CDF
MB1017
MB101701.CDF
MB1017
MB101702.CDF
MB1017
MB101703.CDF
MB1017
MB101704.CDF
MB1017
MB101705.CDF
MB1017
MB101706.CDF
MB1017
MB101707.CDF
MB1017
MB101708.CDF
MB1017
MB101709.CDF
MB1017
MB101710.CDF
MB1017
MB101711.CDF
MB1017
MB101712.CDF
MB1017
MB101713.CDF
MB1017
MB101714.CDF
MB1017
MB101715.CDF
MB1017
MB101716.CDF
MB1017
MB101717.CDF
MB1017
MB101718.CDF
MB1017
MB101719.CDF
MB1017
MB101720.CDF
MB1017
MB101721.CDF
MB1017
MB101722.CDF
MB1017
MB101723.CDF
MB1017
MB101724.CDF
MB1017
MB101725.CDF
MB1017
MB101726.CDF
MB1017
MB101727.CDF
MB1017
MB101728.CDF
MB1017
MB101729.CDF
MB1017
MB101730.CDF
MB1017
MB101731.CDF
MB1017
MB101732.CDF
MB1017
MB101733.CDF
MB1017
MB101734.CDF
MB1017
MB101735.CDF
MB1017
MB101736.CDF
MB1017
MB101737.CDF
MB1018
MB101801.CDF
MB1018
MB101802.CDF
MB1018
MB101803.CDF
MB1018
MB101804.CDF
MB1018
MB101805.CDF
MB1018
MB101806.CDF
MB1018
MB101807.CDF
MB1018
MB101808.CDF
MB1018
MB101809.CDF
MB1018
MB101810.CDF
MB1018
MB101811.CDF
MB1018
MB101812.CDF
MB1018
MB101813.CDF
MB1018
MB101814.CDF
MB1018
MB101815.CDF
MB1018
MB101816.CDF
MB1018
MB101817.CDF
MB1018
MB101818.CDF
MB1018
MB101819.CDF
MB1018
MB101820.CDF
MB1018
MB101821.CDF
MB1018
MB101822.CDF
MB1018
MB101823.CDF
MB1018
MB101824.CDF
MB1018
MB101825.CDF
MB1018
MB101826.CDF
MB1018
MB101827.CDF
MB1018
MB101828.CDF
MB1018
MB101829.CDF
MB1018
MB101830.CDF
MB1018
MB101831.CDF
MB1018
MB101832.CDF
MB1018
MB101833.CDF
MB1018
MB101834.CDF
MB1018
MB101835.CDF
MB1018
MB101836.CDF
MB1018
MB101837.CDF
MB1019
MB101901.CDF
MB1019
MB101902.CDF
MB1019
MB101903.CDF
MB1019
MB101904.CDF
MB1019
MB101905.CDF
MB1019
MB101906.CDF
MB1019
MB101907.CDF
MB1019
MB101908.CDF
MB1019
MB101909.CDF
MB1019
MB101910.CDF
MB1019
MB101911.CDF
MB1019
MB101912.CDF
MB1019
MB101913.CDF
MB1019
MB101914.CDF
MB1019
MB101915.CDF
MB1019
MB101916.CDF
MB1019
MB101917.CDF
MB1019
MB101918.CDF
MB1019
MB101919.CDF
MB1019
MB101920.CDF
MB1019
MB101921.CDF
MB1019
MB101922.CDF
MB1019
MB101923.CDF
MB1019
MB101924.CDF
MB1019
MB101925.CDF
MB1019
MB101926.CDF
MB1019
MB101927.CDF
MB1019
MB101928.CDF
MB1019
MB101929.CDF
MB1019
MB101930.CDF
MB1019
MB101931.CDF
MB1019
MB101932.CDF
MB1019
MB101933.CDF
MB1019
MB101934.CDF
MB1019
MB101935.CDF
MB1019
MB101936.CDF
MB1019
MB101937.CDF
MB1020
MB102001.CDF
MB1020
MB102002.CDF
MB1020
MB102003.CDF
MB1020
MB102004.CDF
MB1020
MB102005.CDF
MB1020
MB102006.CDF
MB1020
MB102007.CDF
MB1020
MB102008.CDF
MB1020
MB102009.CDF
MB1020
MB102010.CDF
MB1020
MB102011.CDF
MB1020
MB102012.CDF
MB1020
MB102013.CDF
MB1020
MB102014.CDF
MB1020
MB102015.CDF
MB1020
MB102016.CDF
MB1020
MB102017.CDF
MB1020
MB102018.CDF
MB1020
MB102019.CDF
MB1020
MB102020.CDF
MB1020
MB102021.CDF
MB1020
MB102022.CDF
MB1020
MB102023.CDF
MB1020
MB102024.CDF
MB1020
MB102025.CDF
MB1020
MB102026.CDF
MB1020
MB102027.CDF
MB1020
MB102028.CDF
MB1020
MB102029.CDF
MB1020
MB102030.CDF
MB1020
MB102031.CDF
MB1020
MB102032.CDF
MB1020
MB102033.CDF
MB1020
MB102034.CDF
MB1020
MB102035.CDF
MB1020
MB102036.CDF
MB1020
MB102037.CDF
MB1022
MB102201.CDF
MB1022
MB102202.CDF
MB1022
MB102203.CDF
MB1022
MB102204.CDF
MB1022
MB102205.CDF
MB1022
MB102206.CDF
MB1022
MB102207.CDF
MB1022
MB102208.CDF
MB1022
MB102209.CDF
MB1022
MB102210.CDF
MB1022
MB102211.CDF
MB1022
MB102212.CDF
MB1022
MB102213.CDF
MB1022
MB102214.CDF
MB1022
MB102215.CDF
MB1022
MB102216.CDF
MB1022
MB102217.CDF
MB1022
MB102218.CDF
MB1022
MB102219.CDF
MB1022
MB102220.CDF
MB1022
MB102221.CDF
MB1022
MB102222.CDF
MB1022
MB102223.CDF
MB1022
MB102224.CDF
MB1022
MB102225.CDF
MB1022
MB102226.CDF
MB1022
MB102227.CDF
MB1022
MB102228.CDF
MB1022
MB102229.CDF
MB1022
MB102230.CDF
MB1022
MB102231.CDF
MB1022
MB102232.CDF
MB1022
MB102233.CDF
MB1022
MB102234.CDF
MB1022
MB102235.CDF
MB1022
MB102236.CDF
MB1022
MB102237.CDF
MB1023
MB102301.CDF
MB1023
MB102302.CDF
MB1023
MB102303.CDF
MB1023
MB102304.CDF
MB1023
MB102305.CDF
MB1023
MB102306.CDF
MB1023
MB102307.CDF
MB1023
MB102308.CDF
MB1023
MB102309.CDF
MB1023
MB102310.CDF
MB1023
MB102311.CDF
MB1023
MB102312.CDF
MB1023
MB102313.CDF
MB1023
MB102314.CDF
MB1023
MB102315.CDF
MB1023
MB102316.CDF
MB1023
MB102317.CDF
MB1023
MB102318.CDF
MB1023
MB102319.CDF
MB1023
MB102320.CDF
MB1023
MB102321.CDF
MB1023
MB102322.CDF
MB1023
MB102323.CDF
MB1023
MB102324.CDF
MB1023
MB102325.CDF
MB1023
MB102326.CDF
MB1023
MB102327.CDF
MB1023
MB102328.CDF
MB1023
MB102329.CDF
MB1023
MB102330.CDF
MB1023
MB102331.CDF
MB1023
MB102332.CDF
MB1023
MB102333.CDF
MB1023
MB102334.CDF
MB1023
MB102335.CDF
MB1023
MB102336.CDF
MB1023
MB102337.CDF
MB1025
MB102501.CDF
MB1025
MB102502.CDF
MB1025
MB102503.CDF
MB1025
MB102504.CDF
MB1025
MB102505.CDF
MB1025
MB102506.CDF
MB1025
MB102507.CDF
MB1025
MB102508.CDF
MB1025
MB102509.CDF
MB1025
MB102510.CDF
MB1025
MB102511.CDF
MB1025
MB102512.CDF
MB1025
MB102513.CDF
MB1025
MB102514.CDF
MB1025
MB102515.CDF
MB1025
MB102516.CDF
MB1025
MB102517.CDF
MB1025
MB102518.CDF
MB1025
MB102519.CDF
MB1025
MB102520.CDF
MB1025
MB102521.CDF
MB1025
MB102522.CDF
MB1025
MB102523.CDF
MB1025
MB102524.CDF
MB1025
MB102525.CDF
MB1025
MB102526.CDF
MB1025
MB102527.CDF
MB1025
MB102528.CDF
MB1025
MB102529.CDF
MB1025
MB102530.CDF
MB1025
MB102531.CDF
MB1025
MB102532.CDF
MB1025
MB102533.CDF
MB1025
MB102534.CDF
MB1025
MB102535.CDF
MB1025
MB102536.CDF
MB1025
MB102537.CDF
MB1026
MB102601.CDF
MB1026
MB102602.CDF
MB1026
MB102603.CDF
MB1026
MB102604.CDF
MB1026
MB102605.CDF
MB1026
MB102606.CDF
MB1026
MB102607.CDF
MB1026
MB102608.CDF
MB1026
MB102609.CDF
MB1026
MB102610.CDF
MB1026
MB102611.CDF
MB1026
MB102612.CDF
MB1026
MB102613.CDF
MB1026
MB102614.CDF
MB1026
MB102615.CDF
MB1026
MB102616.CDF
MB1026
MB102617.CDF
MB1026
MB102618.CDF
MB1026
MB102619.CDF
MB1026
MB102620.CDF
MB1026
MB102621.CDF
MB1026
MB102622.CDF
MB1026
MB102623.CDF
MB1026
MB102624.CDF
MB1026
MB102625.CDF
MB1026
MB102626.CDF
MB1026
MB102627.CDF
MB1026
MB102628.CDF
MB1026
MB102629.CDF
MB1026
MB102630.CDF
MB1026
MB102631.CDF
MB1026
MB102632.CDF
MB1026
MB102633.CDF
MB1026
MB102634.CDF
MB1026
MB102635.CDF
MB1026
MB102636.CDF
MB1026
MB102637.CDF
MB1027
MB102701.CDF
MB1027
MB102702.CDF
MB1027
MB102703.CDF
MB1027
MB102704.CDF
MB1027
MB102705.CDF
MB1027
MB102706.CDF
MB1027
MB102707.CDF
MB1027
MB102708.CDF
MB1027
MB102709.CDF
MB1027
MB102710.CDF
MB1027
MB102711.CDF
MB1027
MB102712.CDF
MB1027
MB102713.CDF
MB1027
MB102714.CDF
MB1027
MB102715.CDF
MB1027
MB102716.CDF
MB1027
MB102717.CDF
MB1027
MB102718.CDF
MB1027
MB102719.CDF
MB1027
MB102720.CDF
MB1027
MB102721.CDF
MB1027
MB102722.CDF
MB1027
MB102723.CDF
MB1027
MB102724.CDF
MB1027
MB102725.CDF
MB1027
MB102726.CDF
MB1027
MB102727.CDF
MB1027
MB102728.CDF
MB1027
MB102729.CDF
MB1027
MB102730.CDF
MB1027
MB102731.CDF
MB1027
MB102732.CDF
MB1027
MB102733.CDF
MB1027
MB102734.CDF
MB1027
MB102735.CDF
MB1027
MB102736.CDF
MB1027
MB102737.CDF
MB1028
MB102801.CDF
MB1028
MB102802.CDF
MB1028
MB102803.CDF
MB1028
MB102804.CDF
MB1028
MB102805.CDF
MB1028
MB102806.CDF
MB1028
MB102807.CDF
MB1028
MB102808.CDF
MB1028
MB102809.CDF
MB1028
MB102810.CDF
MB1028
MB102811.CDF
MB1028
MB102812.CDF
MB1028
MB102813.CDF
MB1028
MB102814.CDF
MB1028
MB102815.CDF
MB1028
MB102816.CDF
MB1028
MB102817.CDF
MB1028
MB102818.CDF
MB1028
MB102819.CDF
MB1028
MB102820.CDF
MB1028
MB102821.CDF
MB1028
MB102822.CDF
MB1028
MB102823.CDF
MB1028
MB102824.CDF
MB1028
MB102825.CDF
MB1028
MB102826.CDF
MB1028
MB102827.CDF
MB1028
MB102828.CDF
MB1028
MB102829.CDF
MB1028
MB102830.CDF
MB1028
MB102831.CDF
MB1028
MB102832.CDF
MB1028
MB102833.CDF
MB1028
MB102834.CDF
MB1028
MB102835.CDF
MB1028
MB102836.CDF
MB1028
MB102837.CDF
MB1029
MB102901.CDF
MB1029
MB102902.CDF
MB1029
MB102903.CDF
MB1029
MB102904.CDF
MB1029
MB102905.CDF
MB1029
MB102906.CDF
MB1029
MB102907.CDF
MB1029
MB102908.CDF
MB1029
MB102909.CDF
MB1029
MB102910.CDF
MB1029
MB102911.CDF
MB1029
MB102912.CDF
MB1029
MB102913.CDF
MB1029
MB102914.CDF
MB1029
MB102915.CDF
MB1029
MB102916.CDF
MB1029
MB102917.CDF
MB1029
MB102918.CDF
MB1029
MB102919.CDF
MB1029
MB102920.CDF
MB1029
MB102921.CDF
MB1029
MB102922.CDF
MB1029
MB102923.CDF
MB1029
MB102924.CDF
MB1029
MB102925.CDF
MB1029
MB102926.CDF
MB1029
MB102927.CDF
MB1029
MB102928.CDF
MB1029
MB102929.CDF
MB1029
MB102930.CDF
MB1029
MB102931.CDF
MB1029
MB102932.CDF
MB1029
MB102933.CDF
MB1029
MB102934.CDF
MB1029
MB102935.CDF
MB1029
MB102936.CDF
MB1029
MB102937.CDF
MB1030
MB103001.CDF
MB1030
MB103002.CDF
MB1030
MB103003.CDF
MB1030
MB103004.CDF
MB1030
MB103005.CDF
MB1030
MB103006.CDF
MB1030
MB103007.CDF
MB1030
MB103008.CDF
MB1030
MB103009.CDF
MB1030
MB103010.CDF
MB1030
MB103011.CDF
MB1030
MB103012.CDF
MB1030
MB103013.CDF
MB1030
MB103014.CDF
MB1030
MB103015.CDF
MB1030
MB103016.CDF
MB1030
MB103017.CDF
MB1030
MB103018.CDF
MB1030
MB103019.CDF
MB1030
MB103020.CDF
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MB103021.CDF
MB1030
MB103022.CDF
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MB103023.CDF
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MB103026.CDF
MB1030
MB103027.CDF
MB1030
MB103028.CDF
MB1030
MB103029.CDF
MB1030
MB103030.CDF
MB1030
MB103031.CDF
MB1030
MB103032.CDF
MB1030
MB103033.CDF
MB1030
MB103034.CDF
MB1030
MB103035.CDF
MB1030
MB103036.CDF
MB1030
MB103037.CDF
MB1031
MB103101.CDF
MB1031
MB103102.CDF
MB1031
MB103103.CDF
MB1031
MB103104.CDF
MB1031
MB103105.CDF
MB1031
MB103106.CDF
MB1031
MB103107.CDF
MB1031
MB103108.CDF
MB1031
MB103109.CDF
MB1031
MB103110.CDF
MB1031
MB103111.CDF
MB1031
MB103112.CDF
MB1031
MB103113.CDF
MB1031
MB103114.CDF
MB1031
MB103115.CDF
MB1031
MB103116.CDF
MB1031
MB103117.CDF
MB1031
MB103118.CDF
MB1031
MB103119.CDF
MB1031
MB103120.CDF
MB1031
MB103121.CDF
MB1031
MB103122.CDF
MB1031
MB103123.CDF
MB1031
MB103124.CDF
MB1031
MB103125.CDF
MB1031
MB103126.CDF
MB1031
MB103127.CDF
MB1031
MB103128.CDF
MB1031
MB103129.CDF
MB1031
MB103130.CDF
MB1031
MB103131.CDF
MB1031
MB103132.CDF
MB1031
MB103133.CDF
MB1031
MB103134.CDF
MB1031
MB103135.CDF
MB1031
MB103136.CDF
MB1031
MB103137.CDF
MB1032
MB103201.CDF
MB1032
MB103202.CDF
MB1032
MB103203.CDF
MB1032
MB103204.CDF
MB1032
MB103205.CDF
MB1032
MB103206.CDF
MB1032
MB103207.CDF
MB1032
MB103208.CDF
MB1032
MB103209.CDF
MB1032
MB103210.CDF
MB1032
MB103211.CDF
MB1032
MB103212.CDF
MB1032
MB103213.CDF
MB1032
MB103214.CDF
MB1032
MB103215.CDF
MB1032
MB103216.CDF
MB1032
MB103217.CDF
MB1032
MB103218.CDF
MB1032
MB103219.CDF
MB1032
MB103220.CDF
MB1032
MB103221.CDF
MB1032
MB103222.CDF
MB1032
MB103223.CDF
MB1032
MB103224.CDF
MB1032
MB103225.CDF
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MB103226.CDF
MB1032
MB103227.CDF
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MB103228.CDF
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MB103229.CDF
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MB103230.CDF
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MB103231.CDF
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MB103232.CDF
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MB103233.CDF
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MB103234.CDF
MB1032
MB103235.CDF
MB1032
MB103236.CDF
MB1032
MB103237.CDF
MB1033
MB103301.CDF
MB1033
MB103302.CDF
MB1033
MB103303.CDF
MB1033
MB103304.CDF
MB1033
MB103305.CDF
MB1033
MB103306.CDF
MB1033
MB103307.CDF
MB1033
MB103308.CDF
MB1033
MB103309.CDF
MB1033
MB103310.CDF
MB1033
MB103311.CDF
MB1033
MB103312.CDF
MB1033
MB103313.CDF
MB1033
MB103314.CDF
MB1033
MB103315.CDF
MB1033
MB103316.CDF
MB1033
MB103317.CDF
MB1033
MB103318.CDF
MB1033
MB103319.CDF
MB1033
MB103320.CDF
MB1033
MB103321.CDF
MB1033
MB103322.CDF
MB1033
MB103323.CDF
MB1033
MB103324.CDF
MB1033
MB103325.CDF
MB1033
MB103326.CDF
MB1033
MB103327.CDF
MB1033
MB103328.CDF
MB1033
MB103329.CDF
MB1033
MB103330.CDF
MB1033
MB103331.CDF
MB1033
MB103332.CDF
MB1033
MB103333.CDF
MB1033
MB103334.CDF
MB1033
MB103335.CDF
MB1033
MB103336.CDF
MB1033
MB103337.CDF
MB1034
MB103401.CDF
MB1034
MB103402.CDF
MB1034
MB103403.CDF
MB1034
MB103404.CDF
MB1034
MB103405.CDF
MB1034
MB103406.CDF
MB1034
MB103407.CDF
MB1034
MB103408.CDF
MB1034
MB103409.CDF
MB1034
MB103410.CDF
MB1034
MB103411.CDF
MB1034
MB103412.CDF
MB1034
MB103413.CDF
MB1034
MB103414.CDF
MB1034
MB103415.CDF
MB1034
MB103416.CDF
MB1034
MB103417.CDF
MB1034
MB103418.CDF
MB1034
MB103419.CDF
MB1034
MB103420.CDF
MB1034
MB103421.CDF
MB1034
MB103422.CDF
MB1034
MB103423.CDF
MB1034
MB103424.CDF
MB1034
MB103425.CDF
MB1034
MB103426.CDF
MB1034
MB103427.CDF
MB1034
MB103428.CDF
MB1034
MB103429.CDF
MB1034
MB103430.CDF
MB1034
MB103431.CDF
MB1034
MB103432.CDF
MB1034
MB103433.CDF
MB1034
MB103434.CDF
MB1034
MB103435.CDF
MB1034
MB103436.CDF
MB1034
MB103437.CDF
MB1036
MB103601.CDF
MB1036
MB103602.CDF
MB1036
MB103603.CDF
MB1036
MB103604.CDF
MB1036
MB103605.CDF
MB1036
MB103606.CDF
MB1036
MB103607.CDF
MB1036
MB103608.CDF
MB1036
MB103609.CDF
MB1036
MB103610.CDF
MB1036
MB103611.CDF
MB1036
MB103612.CDF
MB1036
MB103613.CDF
MB1036
MB103614.CDF
MB1036
MB103615.CDF
MB1036
MB103616.CDF
MB1036
MB103617.CDF
MB1036
MB103618.CDF
MB1036
MB103619.CDF
MB1036
MB103620.CDF
MB1036
MB103621.CDF
MB1036
MB103622.CDF
MB1036
MB103623.CDF
MB1036
MB103624.CDF
MB1036
MB103625.CDF
MB1036
MB103626.CDF
MB1036
MB103627.CDF
MB1036
MB103628.CDF
MB1036
MB103629.CDF
MB1036
MB103630.CDF
MB1036
MB103631.CDF
MB1036
MB103632.CDF
MB1036
MB103633.CDF
MB1036
MB103634.CDF
MB1036
MB103635.CDF
MB1036
MB103636.CDF
MB1036
MB103637.CDF
MB1037
MB103701.CDF
MB1037
MB103702.CDF
MB1037
MB103703.CDF
MB1037
MB103704.CDF
MB1037
MB103705.CDF
MB1037
MB103706.CDF
MB1037
MB103707.CDF
MB1037
MB103708.CDF
MB1037
MB103709.CDF
MB1037
MB103710.CDF
MB1037
MB103711.CDF
MB1037
MB103712.CDF
MB1037
MB103713.CDF
MB1037
MB103714.CDF
MB1037
MB103715.CDF
MB1037
MB103716.CDF
MB1037
MB103717.CDF
MB1037
MB103718.CDF
MB1037
MB103719.CDF
MB1037
MB103720.CDF
MB1037
MB103721.CDF
MB1037
MB103722.CDF
MB1037
MB103723.CDF
MB1037
MB103724.CDF
MB1037
MB103725.CDF
MB1037
MB103726.CDF
MB1037
MB103727.CDF
MB1037
MB103728.CDF
MB1037
MB103729.CDF
MB1037
MB103730.CDF
MB1037
MB103731.CDF
MB1037
MB103732.CDF
MB1037
MB103733.CDF
MB1037
MB103734.CDF
MB1037
MB103735.CDF
MB1037
MB103736.CDF
MB1037
MB103737.CDF
MB1039
MB103901.CDF
MB1039
MB103902.CDF
MB1039
MB103903.CDF
MB1039
MB103904.CDF
MB1039
MB103905.CDF
MB1039
MB103906.CDF
MB1039
MB103907.CDF
MB1039
MB103908.CDF
MB1039
MB103909.CDF
MB1039
MB103910.CDF
MB1039
MB103911.CDF
MB1039
MB103912.CDF
MB1039
MB103913.CDF
MB1039
MB103914.CDF
MB1039
MB103915.CDF
MB1039
MB103916.CDF
MB1039
MB103917.CDF
MB1039
MB103918.CDF
MB1039
MB103919.CDF
MB1039
MB103920.CDF
MB1039
MB103921.CDF
MB1039
MB103922.CDF
MB1039
MB103923.CDF
MB1039
MB103924.CDF
MB1039
MB103925.CDF
MB1039
MB103926.CDF
MB1039
MB103927.CDF
MB1039
MB103928.CDF
MB1039
MB103929.CDF
MB1039
MB103930.CDF
MB1039
MB103931.CDF
MB1039
MB103932.CDF
MB1039
MB103933.CDF
MB1039
MB103934.CDF
MB1039
MB103935.CDF
MB1039
MB103936.CDF
MB1039
MB103937.CDF
MB1040
MB104001.CDF
MB1040
MB104002.CDF
MB1040
MB104003.CDF
MB1040
MB104004.CDF
MB1040
MB104005.CDF
MB1040
MB104006.CDF
MB1040
MB104007.CDF
MB1040
MB104008.CDF
MB1040
MB104009.CDF
MB1040
MB104010.CDF
MB1040
MB104011.CDF
MB1040
MB104012.CDF
MB1040
MB104013.CDF
MB1040
MB104014.CDF
MB1040
MB104015.CDF
MB1040
MB104016.CDF
MB1040
MB104017.CDF
MB1040
MB104018.CDF
MB1040
MB104019.CDF
MB1040
MB104020.CDF
MB1040
MB104021.CDF
MB1040
MB104022.CDF
MB1040
MB104023.CDF
MB1040
MB104024.CDF
MB1040
MB104025.CDF
MB1040
MB104026.CDF
MB1040
MB104027.CDF
MB1040
MB104028.CDF
MB1040
MB104029.CDF
MB1040
MB104030.CDF
MB1040
MB104031.CDF
MB1040
MB104032.CDF
MB1040
MB104033.CDF
MB1040
MB104034.CDF
MB1040
MB104035.CDF
MB1040
MB104036.CDF
MB1040
MB104037.CDF
MB1041
MB104101.CDF
MB1041
MB104102.CDF
MB1041
MB104103.CDF
MB1041
MB104104.CDF
MB1041
MB104105.CDF
MB1041
MB104106.CDF
MB1041
MB104107.CDF
MB1041
MB104108.CDF
MB1041
MB104109.CDF
MB1041
MB104110.CDF
MB1041
MB104111.CDF
MB1041
MB104112.CDF
MB1041
MB104113.CDF
MB1041
MB104114.CDF
MB1041
MB104115.CDF
MB1041
MB104116.CDF
MB1041
MB104117.CDF
MB1041
MB104118.CDF
MB1041
MB104119.CDF
MB1041
MB104120.CDF
MB1041
MB104121.CDF
MB1041
MB104122.CDF
MB1041
MB104123.CDF
MB1041
MB104124.CDF
MB1041
MB104125.CDF
MB1041
MB104126.CDF
MB1041
MB104127.CDF
MB1041
MB104128.CDF
MB1041
MB104129.CDF
MB1041
MB104130.CDF
MB1041
MB104131.CDF
MB1041
MB104132.CDF
MB1041
MB104133.CDF
MB1041
MB104134.CDF
MB1041
MB104135.CDF
MB1041
MB104136.CDF
MB1041
MB104137.CDF
MB1042
MB104201.CDF
MB1042
MB104202.CDF
MB1042
MB104203.CDF
MB1042
MB104204.CDF
MB1042
MB104205.CDF
MB1042
MB104206.CDF
MB1042
MB104207.CDF
MB1042
MB104208.CDF
MB1042
MB104209.CDF
MB1042
MB104210.CDF
MB1042
MB104211.CDF
MB1042
MB104212.CDF
MB1042
MB104213.CDF
MB1042
MB104214.CDF
MB1042
MB104215.CDF
MB1042
MB104216.CDF
MB1042
MB104217.CDF
MB1042
MB104218.CDF
MB1042
MB104219.CDF
MB1042
MB104220.CDF
MB1042
MB104221.CDF
MB1042
MB104222.CDF
MB1042
MB104223.CDF
MB1042
MB104224.CDF
MB1042
MB104225.CDF
MB1042
MB104226.CDF
MB1042
MB104227.CDF
MB1042
MB104228.CDF
MB1042
MB104229.CDF
MB1042
MB104230.CDF
MB1042
MB104231.CDF
MB1042
MB104232.CDF
MB1042
MB104233.CDF
MB1042
MB104234.CDF
MB1042
MB104235.CDF
MB1042
MB104236.CDF
MB1042
MB104237.CDF
MB1043
MB104301.CDF
MB1043
MB104302.CDF
MB1043
MB104303.CDF
MB1043
MB104304.CDF
MB1043
MB104305.CDF
MB1043
MB104306.CDF
MB1043
MB104307.CDF
MB1043
MB104308.CDF
MB1043
MB104309.CDF
MB1043
MB104310.CDF
MB1043
MB104311.CDF
MB1043
MB104312.CDF
MB1043
MB104313.CDF
MB1043
MB104314.CDF
MB1043
MB104315.CDF
MB1043
MB104316.CDF
MB1043
MB104317.CDF
MB1043
MB104318.CDF
MB1043
MB104319.CDF
MB1043
MB104320.CDF
MB1043
MB104321.CDF
MB1043
MB104322.CDF
MB1043
MB104323.CDF
MB1043
MB104324.CDF
MB1043
MB104325.CDF
MB1043
MB104326.CDF
MB1043
MB104327.CDF
MB1043
MB104328.CDF
MB1043
MB104329.CDF
MB1043
MB104330.CDF
MB1043
MB104331.CDF
MB1043
MB104332.CDF
MB1043
MB104333.CDF
MB1043
MB104334.CDF
MB1043
MB104335.CDF
MB1043
MB104336.CDF
MB1043
MB104337.CDF
MB1044
MB104401.CDF
MB1044
MB104402.CDF
MB1044
MB104403.CDF
MB1044
MB104404.CDF
MB1044
MB104405.CDF
MB1044
MB104406.CDF
MB1044
MB104407.CDF
MB1044
MB104408.CDF
MB1044
MB104409.CDF
MB1044
MB104410.CDF
MB1044
MB104411.CDF
MB1044
MB104412.CDF
MB1044
MB104413.CDF
MB1044
MB104414.CDF
MB1044
MB104415.CDF
MB1044
MB104416.CDF
MB1044
MB104417.CDF
MB1044
MB104418.CDF
MB1044
MB104419.CDF
MB1044
MB104420.CDF
MB1044
MB104421.CDF
MB1044
MB104422.CDF
MB1044
MB104423.CDF
MB1044
MB104424.CDF
MB1044
MB104425.CDF
MB1044
MB104426.CDF
MB1044
MB104427.CDF
MB1044
MB104428.CDF
MB1044
MB104429.CDF
MB1044
MB104430.CDF
MB1044
MB104431.CDF
MB1044
MB104432.CDF
MB1044
MB104433.CDF
MB1044
MB104434.CDF
MB1044
MB104435.CDF
MB1044
MB104436.CDF
MB1044
MB104437.CDF
MB1045
MB104501.CDF
MB1045
MB104502.CDF
MB1045
MB104503.CDF
MB1045
MB104504.CDF
MB1045
MB104505.CDF
MB1045
MB104506.CDF
MB1045
MB104507.CDF
MB1045
MB104508.CDF
MB1045
MB104509.CDF
MB1045
MB104510.CDF
MB1045
MB104511.CDF
MB1045
MB104512.CDF
MB1045
MB104513.CDF
MB1045
MB104514.CDF
MB1045
MB104515.CDF
MB1045
MB104516.CDF
MB1045
MB104517.CDF
MB1045
MB104518.CDF
MB1045
MB104519.CDF
MB1045
MB104520.CDF
MB1045
MB104521.CDF
MB1045
MB104522.CDF
MB1045
MB104523.CDF
MB1045
MB104524.CDF
MB1045
MB104525.CDF
MB1045
MB104526.CDF
MB1045
MB104527.CDF
MB1045
MB104528.CDF
MB1045
MB104529.CDF
MB1045
MB104530.CDF
MB1045
MB104531.CDF
MB1045
MB104532.CDF
MB1045
MB104533.CDF
MB1045
MB104534.CDF
MB1045
MB104535.CDF
MB1045
MB104536.CDF
MB1045
MB104537.CDF
MB1046
MB104601.CDF
MB1046
MB104602.CDF
MB1046
MB104603.CDF
MB1046
MB104604.CDF
MB1046
MB104605.CDF
MB1046
MB104606.CDF
MB1046
MB104607.CDF
MB1046
MB104608.CDF
MB1046
MB104609.CDF
MB1046
MB104610.CDF
MB1046
MB104611.CDF
MB1046
MB104612.CDF
MB1046
MB104613.CDF
MB1046
MB104614.CDF
MB1046
MB104615.CDF
MB1046
MB104616.CDF
MB1046
MB104617.CDF
MB1046
MB104618.CDF
MB1046
MB104619.CDF
MB1046
MB104620.CDF
MB1046
MB104621.CDF
MB1046
MB104622.CDF
MB1046
MB104623.CDF
MB1046
MB104624.CDF
MB1046
MB104625.CDF
MB1046
MB104626.CDF
MB1046
MB104627.CDF
MB1046
MB104628.CDF
MB1046
MB104629.CDF
MB1046
MB104630.CDF
MB1046
MB104631.CDF
MB1046
MB104632.CDF
MB1046
MB104633.CDF
MB1046
MB104634.CDF
MB1046
MB104635.CDF
MB1046
MB104636.CDF
MB1046
MB104637.CDF
MB1047
MB104701.CDF
MB1047
MB104702.CDF
MB1047
MB104703.CDF
MB1047
MB104704.CDF
MB1047
MB104705.CDF
MB1047
MB104706.CDF
MB1047
MB104707.CDF
MB1047
MB104708.CDF
MB1047
MB104709.CDF
MB1047
MB104710.CDF
MB1047
MB104711.CDF
MB1047
MB104712.CDF
MB1047
MB104713.CDF
MB1047
MB104714.CDF
MB1047
MB104715.CDF
MB1047
MB104716.CDF
MB1047
MB104717.CDF
MB1047
MB104718.CDF
MB1047
MB104719.CDF
MB1047
MB104720.CDF
MB1047
MB104721.CDF
MB1047
MB104722.CDF
MB1047
MB104723.CDF
MB1047
MB104724.CDF
MB1047
MB104725.CDF
MB1047
MB104726.CDF
MB1047
MB104727.CDF
MB1047
MB104728.CDF
MB1047
MB104729.CDF
MB1047
MB104730.CDF
MB1047
MB104731.CDF
MB1047
MB104732.CDF
MB1047
MB104733.CDF
MB1047
MB104734.CDF
MB1047
MB104735.CDF
MB1047
MB104736.CDF
MB1047
MB104737.CDF
MB1048
MB104801.CDF
MB1048
MB104802.CDF
MB1048
MB104803.CDF
MB1048
MB104804.CDF
MB1048
MB104805.CDF
MB1048
MB104806.CDF
MB1048
MB104807.CDF
MB1048
MB104808.CDF
MB1048
MB104809.CDF
MB1048
MB104810.CDF
MB1048
MB104811.CDF
MB1048
MB104812.CDF
MB1048
MB104813.CDF
MB1048
MB104814.CDF
MB1048
MB104815.CDF
MB1048
MB104816.CDF
MB1048
MB104817.CDF
MB1048
MB104818.CDF
MB1048
MB104819.CDF
MB1048
MB104820.CDF
MB1048
MB104821.CDF
MB1048
MB104822.CDF
MB1048
MB104823.CDF
MB1048
MB104824.CDF
MB1048
MB104825.CDF
MB1048
MB104826.CDF
MB1048
MB104827.CDF
MB1048
MB104828.CDF
MB1048
MB104829.CDF
MB1048
MB104830.CDF
MB1048
MB104831.CDF
MB1048
MB104832.CDF
MB1048
MB104833.CDF
MB1048
MB104834.CDF
MB1048
MB104835.CDF
MB1048
MB104836.CDF
MB1048
MB104837.CDF
MB1049
MB104901.CDF
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MB104902.CDF
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MB104903.CDF
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MB104904.CDF
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MB104905.CDF
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MB104906.CDF
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MB104907.CDF
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MB104908.CDF
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MB104909.CDF
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MB104910.CDF
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MB105001.CDF
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MB105012.CDF
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MB105013.CDF
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MB105014.CDF
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MB105015.CDF
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MB105016.CDF
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MB105201.CDF
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MB105202.CDF
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MB105203.CDF
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MB105204.CDF
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MB105205.CDF
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MB105206.CDF
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MB105207.CDF
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MB105208.CDF
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MB105209.CDF
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MB105210.CDF
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MB105221.CDF
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MB105222.CDF
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MB105223.CDF
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MB105224.CDF
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MB105225.CDF
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MB105226.CDF
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MB105227.CDF
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MB105228.CDF
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MB105229.CDF
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MB105230.CDF
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MB105231.CDF
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MB105232.CDF
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MB105233.CDF
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MB105234.CDF
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MB105235.CDF
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MB105236.CDF
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MB105237.CDF
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MB105301.CDF
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MB105302.CDF
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MB105303.CDF
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MB105304.CDF
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MB105305.CDF
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MB105306.CDF
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MB105307.CDF
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MB105308.CDF
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MB105309.CDF
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MB105310.CDF
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MB105311.CDF
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MB105319.CDF
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MB105320.CDF
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MB105321.CDF
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MB105322.CDF
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MB105323.CDF
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MB105324.CDF
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MB105325.CDF
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MB105326.CDF
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MB105327.CDF
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MB105328.CDF
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MB105329.CDF
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MB105330.CDF
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MB105331.CDF
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MB105332.CDF
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MB105333.CDF
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MB105334.CDF
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MB105335.CDF
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MB105336.CDF
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MB105337.CDF
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MB105401.CDF
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MB105402.CDF
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MB105403.CDF
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MB105404.CDF
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MB105405.CDF
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MB105406.CDF
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MB105407.CDF
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MB105408.CDF
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MB105409.CDF
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MB105410.CDF
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MB105436.CDF
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MB105437.CDF
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MB105501.CDF
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MB105502.CDF
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MB105503.CDF
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MB105504.CDF
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MB105505.CDF
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MB105506.CDF
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MB105507.CDF
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MB105508.CDF
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MB105509.CDF
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MB105510.CDF
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MB105511.CDF
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MB105514.CDF
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MB105522.CDF
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MB105523.CDF
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MB105601.CDF
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MB105602.CDF
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MB105603.CDF
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MB105604.CDF
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MB105605.CDF
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MB105606.CDF
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MB105607.CDF
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MB105608.CDF
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MB105609.CDF
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MB105610.CDF
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MB105611.CDF
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MB105701.CDF
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MB105702.CDF
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MB105703.CDF
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MB105704.CDF
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MB105705.CDF
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MB105706.CDF
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MB105707.CDF
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MB105708.CDF
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MB105709.CDF
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MB105710.CDF
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MB105711.CDF
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MB105901.CDF
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MB105902.CDF
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MB105903.CDF
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MB105904.CDF
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MB105905.CDF
MB1059
MB105906.CDF
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MB105907.CDF
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MB105908.CDF
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MB105909.CDF
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MB105910.CDF
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MB105911.CDF
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MB106001.CDF
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MB106003.CDF
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MB106004.CDF
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MB106005.CDF
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MB106007.CDF
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MB106009.CDF
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MB106012.CDF
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MB106013.CDF
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MB106101.CDF
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MB106105.CDF
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MB106106.CDF
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MB106107.CDF
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MB106109.CDF
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MB106110.CDF
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MB106111.CDF
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MB106112.CDF
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MB106113.CDF
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MB106114.CDF
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MB106115.CDF
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MB106116.CDF
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MB106117.CDF
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MB106118.CDF
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MB106119.CDF
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MB106120.CDF
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MB106121.CDF
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MB106122.CDF
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MB106123.CDF
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MB106124.CDF
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MB106125.CDF
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MB106126.CDF
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MB106127.CDF
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MB106128.CDF
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MB106129.CDF
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MB106130.CDF
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MB106131.CDF
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MB106132.CDF
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MB106133.CDF
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MB106134.CDF
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MB106135.CDF
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MB106136.CDF
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MB106137.CDF
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MB106201.CDF
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MB106202.CDF
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MB106203.CDF
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MB106204.CDF
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MB106205.CDF
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MB106206.CDF
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MB106207.CDF
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MB106210.CDF
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MB106220.CDF
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MB106221.CDF
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MB106222.CDF
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MB106223.CDF
MB1062
MB106224.CDF
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MB106225.CDF
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MB106226.CDF
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MB106227.CDF
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MB106228.CDF
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MB106229.CDF
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MB106230.CDF
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MB106231.CDF
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MB106232.CDF
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MB106233.CDF
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MB106234.CDF
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MB106235.CDF
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MB106236.CDF
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MB106237.CDF
MB1063
MB106301.CDF
MB1063
MB106302.CDF
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MB106303.CDF
MB1063
MB106304.CDF
MB1063
MB106305.CDF
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MB106306.CDF
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MB106307.CDF
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MB106308.CDF
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MB106309.CDF
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MB106310.CDF
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MB106311.CDF
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MB106319.CDF
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MB106320.CDF
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MB106321.CDF
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MB106322.CDF
MB1063
MB106323.CDF
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MB106324.CDF
MB1063
MB106325.CDF
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MB106326.CDF
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MB106327.CDF
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MB106328.CDF
MB1063
MB106329.CDF
MB1063
MB106330.CDF
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MB106331.CDF
MB1063
MB106332.CDF
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MB106333.CDF
MB1063
MB106334.CDF
MB1063
MB106335.CDF
MB1063
MB106336.CDF
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MB106337.CDF
MB1064
MB106401.CDF
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MB106402.CDF
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MB106403.CDF
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MB106404.CDF
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MB106405.CDF
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MB106406.CDF
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MB106407.CDF
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MB106408.CDF
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MB106409.CDF
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MB106410.CDF
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MB1065
MB106501.CDF
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MB106502.CDF
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MB106503.CDF
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MB106504.CDF
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MB106505.CDF
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MB106506.CDF
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MB106507.CDF
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MB106508.CDF
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MB106509.CDF
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MB106510.CDF
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MB1066
MB106601.CDF
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MB106604.CDF
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MB106605.CDF
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MB106606.CDF
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MB106607.CDF
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MB106610.CDF
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MB106701.CDF
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MB106704.CDF
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MB106705.CDF
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MB106706.CDF
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MB106707.CDF
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MB106708.CDF
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MB106709.CDF
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MB106801.CDF
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MB106803.CDF
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MB107001.CDF
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MB107004.CDF
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MB107101.CDF
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MB107103.CDF
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MB107105.CDF
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MB107109.CDF
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MB107110.CDF
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MB107111.CDF
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MB107112.CDF
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MB107116.CDF
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MB107118.CDF
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MB107119.CDF
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MB107123.CDF
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MB107125.CDF
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MB107126.CDF
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MB107127.CDF
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MB107128.CDF
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MB107129.CDF
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MB107130.CDF
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MB107131.CDF
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MB107132.CDF
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MB107133.CDF
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MB107134.CDF
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MB107135.CDF
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MB107136.CDF
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MB107137.CDF
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MB107201.CDF
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MB107202.CDF
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MB107203.CDF
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MB107204.CDF
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MB107205.CDF
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MB107206.CDF
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MB107207.CDF
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MB107208.CDF
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MB107209.CDF
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MB107210.CDF
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MB107221.CDF
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MB107222.CDF
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MB107223.CDF
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MB107224.CDF
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MB107226.CDF
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MB107227.CDF
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MB107228.CDF
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MB107229.CDF
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MB107230.CDF
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MB107231.CDF
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MB107232.CDF
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MB107233.CDF
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MB107234.CDF
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MB107235.CDF
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MB107236.CDF
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MB107237.CDF
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MB107301.CDF
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MB107302.CDF
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MB107303.CDF
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MB107304.CDF
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MB107305.CDF
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MB107306.CDF
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MB107307.CDF
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MB107308.CDF
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MB107309.CDF
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MB107310.CDF
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MB107320.CDF
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MB107321.CDF
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MB107323.CDF
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MB107324.CDF
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MB107325.CDF
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MB107326.CDF
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MB107327.CDF
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MB107328.CDF
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MB107329.CDF
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MB107330.CDF
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MB107331.CDF
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MB107332.CDF
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MB107333.CDF
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MB107334.CDF
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MB107335.CDF
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MB107336.CDF
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MB107337.CDF
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MB107501.CDF
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MB107502.CDF
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MB107503.CDF
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MB107504.CDF
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MB107505.CDF
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MB107506.CDF
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MB107507.CDF
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MB107508.CDF
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MB107509.CDF
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MB107510.CDF
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MB107601.CDF
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MB107603.CDF
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MB107604.CDF
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MB107605.CDF
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MB107606.CDF
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MB107607.CDF
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MB107608.CDF
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MB107701.CDF
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MB107703.CDF
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MB107704.CDF
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MB107705.CDF
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MB107706.CDF
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MB107707.CDF
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MB107708.CDF
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MB107709.CDF
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MB107710.CDF
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MB107801.CDF
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MB107803.CDF
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MB107805.CDF
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MB107806.CDF
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MB107807.CDF
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MB107809.CDF
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MB107901.CDF
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MB107904.CDF
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MB107910.CDF
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MB107936.CDF
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MB107937.CDF
MB1080
MB108001.CDF
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MB108002.CDF
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MB108003.CDF
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MB108004.CDF
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MB108005.CDF
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MB108006.CDF
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MB108007.CDF
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MB108008.CDF
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MB108009.CDF
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MB108010.CDF
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MB108011.CDF
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MB108012.CDF
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MB108013.CDF
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MB108014.CDF
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MB108015.CDF
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MB108016.CDF
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MB108017.CDF
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MB108020.CDF
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MB108024.CDF
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MB108027.CDF
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MB108028.CDF
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MB108029.CDF
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MB108030.CDF
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MB1081
MB108101.CDF
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MB108103.CDF
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MB108105.CDF
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MB108106.CDF
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MB108107.CDF
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MB108109.CDF
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MB108110.CDF
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MB108111.CDF
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MB108112.CDF
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MB108113.CDF
MB1081
MB108114.CDF
MB1081
MB108115.CDF
MB1081
MB108116.CDF
MB1081
MB108117.CDF
MB1081
MB108118.CDF
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MB108119.CDF
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MB108120.CDF
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MB108121.CDF
MB1081
MB108122.CDF
MB1081
MB108123.CDF
MB1081
MB108124.CDF
MB1081
MB108125.CDF
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MB108126.CDF
MB1081
MB108127.CDF
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MB108128.CDF
MB1081
MB108129.CDF
MB1081
MB108130.CDF
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MB108131.CDF
MB1081
MB108132.CDF
MB1081
MB108133.CDF
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MB108134.CDF
MB1081
MB108135.CDF
MB1081
MB108136.CDF
MB1081
MB108137.CDF
MB1083
MB108301.CDF
MB1083
MB108302.CDF
MB1083
MB108303.CDF
MB1083
MB108304.CDF
MB1083
MB108305.CDF
MB1083
MB108306.CDF
MB1083
MB108307.CDF
MB1083
MB108308.CDF
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MB108309.CDF
MB1083
MB108310.CDF
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MB108311.CDF
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MB108312.CDF
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MB108313.CDF
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MB108314.CDF
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MB108315.CDF
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MB108316.CDF
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MB108317.CDF
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MB108318.CDF
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MB108319.CDF
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MB108320.CDF
MB1083
MB108321.CDF
MB1083
MB108322.CDF
MB1083
MB108323.CDF
MB1083
MB108324.CDF
MB1083
MB108325.CDF
MB1083
MB108326.CDF
MB1083
MB108327.CDF
MB1083
MB108328.CDF
MB1083
MB108329.CDF
MB1083
MB108330.CDF
MB1083
MB108331.CDF
MB1083
MB108332.CDF
MB1083
MB108333.CDF
MB1083
MB108334.CDF
MB1083
MB108335.CDF
MB1083
MB108336.CDF
MB1083
MB108337.CDF
MB1084
MB108401.CDF
MB1084
MB108402.CDF
MB1084
MB108403.CDF
MB1084
MB108404.CDF
MB1084
MB108405.CDF
MB1084
MB108406.CDF
MB1084
MB108407.CDF
MB1084
MB108408.CDF
MB1084
MB108409.CDF
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MB108410.CDF
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MB108411.CDF
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MB108412.CDF
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MB108413.CDF
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MB108414.CDF
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MB108428.CDF
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MB108436.CDF
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MB108501.CDF
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MB108502.CDF
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MB108503.CDF
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MB108504.CDF
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MB108505.CDF
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MB108506.CDF
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MB108507.CDF
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MB108508.CDF
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MB108509.CDF
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MB108510.CDF
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MB108511.CDF
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MB108512.CDF
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MB108513.CDF
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MB108521.CDF
MB1085
MB108522.CDF
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MB108523.CDF
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MB108524.CDF
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MB108525.CDF
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MB108526.CDF
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MB108527.CDF
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MB108528.CDF
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MB108535.CDF
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MB108536.CDF
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MB108537.CDF
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MB108601.CDF
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MB108602.CDF
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MB108603.CDF
MB1086
MB108604.CDF
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MB108605.CDF
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MB108606.CDF
MB1086
MB108607.CDF
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MB108608.CDF
MB1086
MB108609.CDF
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MB108610.CDF
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MB108611.CDF
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MB108612.CDF
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MB108613.CDF
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MB108614.CDF
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MB108615.CDF
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MB108616.CDF
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MB108617.CDF
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MB108619.CDF
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MB108620.CDF
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MB108621.CDF
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MB108622.CDF
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MB108623.CDF
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MB108624.CDF
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MB108625.CDF
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MB108626.CDF
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MB108627.CDF
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MB108628.CDF
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MB108629.CDF
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MB108632.CDF
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MB108633.CDF
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MB108634.CDF
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MB108635.CDF
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MB108636.CDF
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MB108637.CDF
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MB108701.CDF
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MB108702.CDF
MB1087
MB108703.CDF
MB1087
MB108704.CDF
MB1087
MB108705.CDF
MB1087
MB108706.CDF
MB1087
MB108707.CDF
MB1087
MB108708.CDF
MB1087
MB108709.CDF
MB1087
MB108710.CDF
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MB108711.CDF
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MB108712.CDF
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MB108713.CDF
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MB108714.CDF
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MB108715.CDF
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MB108716.CDF
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MB108717.CDF
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MB108718.CDF
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MB108719.CDF
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MB108720.CDF
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MB108721.CDF
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MB108722.CDF
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MB108723.CDF
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MB108724.CDF
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MB108725.CDF
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MB108726.CDF
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MB108727.CDF
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MB108728.CDF
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MB108729.CDF
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MB108731.CDF
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MB108732.CDF
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MB108733.CDF
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MB108734.CDF
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MB108735.CDF
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MB108736.CDF
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MB108737.CDF
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MB108801.CDF
MB1088
MB108802.CDF
MB1088
MB108803.CDF
MB1088
MB108804.CDF
MB1088
MB108805.CDF
MB1088
MB108806.CDF
MB1088
MB108807.CDF
MB1088
MB108808.CDF
MB1088
MB108809.CDF
MB1088
MB108810.CDF
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MB108811.CDF
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MB108812.CDF
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MB108813.CDF
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MB108814.CDF
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MB108815.CDF
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MB108821.CDF
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MB108822.CDF
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MB108823.CDF
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MB108826.CDF
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MB108828.CDF
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MB108832.CDF
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MB108833.CDF
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MB108834.CDF
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MB108835.CDF
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MB108836.CDF
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MB108837.CDF
MB1089
MB108901.CDF
MB1089
MB108902.CDF
MB1089
MB108903.CDF
MB1089
MB108904.CDF
MB1089
MB108905.CDF
MB1089
MB108906.CDF
MB1089
MB108907.CDF
MB1089
MB108908.CDF
MB1089
MB108909.CDF
MB1089
MB108910.CDF
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MB108911.CDF
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MB108912.CDF
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MB108913.CDF
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MB108914.CDF
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MB108915.CDF
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MB108916.CDF
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MB108917.CDF
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MB108918.CDF
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MB108919.CDF
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MB108920.CDF
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MB108921.CDF
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MB108922.CDF
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MB108923.CDF
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MB108924.CDF
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MB108925.CDF
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MB108926.CDF
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MB108927.CDF
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MB108928.CDF
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MB108929.CDF
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MB108930.CDF
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MB108931.CDF
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MB108932.CDF
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MB108933.CDF
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MB108934.CDF
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MB108935.CDF
MB1089
MB108936.CDF
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MB108937.CDF
MB1091
MB109101.CDF
MB1091
MB109102.CDF
MB1091
MB109103.CDF
MB1091
MB109104.CDF
MB1091
MB109105.CDF
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MB109106.CDF
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MB109107.CDF
MB1091
MB109108.CDF
MB1091
MB109109.CDF
MB1091
MB109110.CDF
MB1091
MB109111.CDF
MB1091
MB109112.CDF
MB1091
MB109113.CDF
MB1091
MB109114.CDF
MB1091
MB109115.CDF
MB1091
MB109116.CDF
MB1091
MB109117.CDF
MB1091
MB109118.CDF
MB1091
MB109119.CDF
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MB109120.CDF
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MB109121.CDF
MB1091
MB109122.CDF
MB1091
MB109123.CDF
MB1091
MB109124.CDF
MB1091
MB109125.CDF
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MB109126.CDF
MB1091
MB109127.CDF
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MB109128.CDF
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MB109129.CDF
MB1091
MB109130.CDF
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MB109131.CDF
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MB109132.CDF
MB1091
MB109133.CDF
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MB109134.CDF
MB1091
MB109135.CDF
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MB109136.CDF
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MB109137.CDF
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MB109201.CDF
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MB109202.CDF
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MB109203.CDF
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MB109204.CDF
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MB109205.CDF
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MB109206.CDF
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MB109207.CDF
MB1092
MB109208.CDF
MB1092
MB109209.CDF
MB1092
MB109210.CDF
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MB109211.CDF
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MB109212.CDF
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MB109213.CDF
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MB109214.CDF
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MB109215.CDF
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MB109216.CDF
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MB109217.CDF
MB1092
MB109218.CDF
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MB109219.CDF
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MB109220.CDF
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MB109221.CDF
MB1092
MB109222.CDF
MB1092
MB109223.CDF
MB1092
MB109224.CDF
MB1092
MB109225.CDF
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MB109226.CDF
MB1092
MB109227.CDF
MB1092
MB109228.CDF
MB1092
MB109229.CDF
MB1092
MB109230.CDF
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MB109231.CDF
MB1092
MB109232.CDF
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MB109233.CDF
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MB109234.CDF
MB1092
MB109235.CDF
MB1092
MB109236.CDF
MB1092
MB109237.CDF
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MB109301.CDF
MB1093
MB109302.CDF
MB1093
MB109303.CDF
MB1093
MB109304.CDF
MB1093
MB109305.CDF
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MB109306.CDF
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MB109307.CDF
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MB109308.CDF
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MB109309.CDF
MB1093
MB109310.CDF
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MB109311.CDF
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MB109312.CDF
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MB109313.CDF
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MB109314.CDF
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MB109315.CDF
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MB109316.CDF
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MB109317.CDF
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MB109318.CDF
MB1093
MB109319.CDF
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MB109320.CDF
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MB109321.CDF
MB1093
MB109322.CDF
MB1093
MB109323.CDF
MB1093
MB109324.CDF
MB1093
MB109325.CDF
MB1093
MB109326.CDF
MB1093
MB109327.CDF
MB1093
MB109328.CDF
MB1093
MB109329.CDF
MB1093
MB109330.CDF
MB1093
MB109331.CDF
MB1093
MB109332.CDF
MB1093
MB109333.CDF
MB1093
MB109334.CDF
MB1093
MB109335.CDF
MB1093
MB109336.CDF
MB1093
MB109337.CDF
MB1094
MB109401.CDF
MB1094
MB109402.CDF
MB1094
MB109403.CDF
MB1094
MB109404.CDF
MB1094
MB109405.CDF
MB1094
MB109406.CDF
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MB109407.CDF
MB1094
MB109408.CDF
MB1094
MB109409.CDF
MB1094
MB109410.CDF
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MB109411.CDF
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MB109412.CDF
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MB109413.CDF
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MB109414.CDF
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MB109415.CDF
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MB109416.CDF
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MB109417.CDF
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MB109418.CDF
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MB109419.CDF
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MB109420.CDF
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MB109421.CDF
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MB109422.CDF
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MB109423.CDF
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MB109424.CDF
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MB109425.CDF
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MB109426.CDF
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MB109427.CDF
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MB109428.CDF
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MB109429.CDF
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MB109430.CDF
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MB109431.CDF
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MB109432.CDF
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MB109433.CDF
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MB109434.CDF
MB1094
MB109435.CDF
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MB109436.CDF
MB1094
MB109437.CDF
MB1095
MB109501.CDF
MB1095
MB109502.CDF
MB1095
MB109503.CDF
MB1095
MB109504.CDF
MB1095
MB109505.CDF
MB1095
MB109506.CDF
MB1095
MB109507.CDF
MB1095
MB109508.CDF
MB1095
MB109509.CDF
MB1095
MB109510.CDF
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MB109511.CDF
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MB109512.CDF
MB1095
MB109513.CDF
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MB109514.CDF
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MB109515.CDF
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MB109516.CDF
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MB109517.CDF
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MB109518.CDF
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MB109519.CDF
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MB109520.CDF
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MB109521.CDF
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MB109522.CDF
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MB109523.CDF
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MB109524.CDF
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MB109525.CDF
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MB109526.CDF
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MB109527.CDF
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MB109528.CDF
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MB109529.CDF
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MB109530.CDF
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MB109531.CDF
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MB109532.CDF
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MB109533.CDF
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MB109534.CDF
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MB109535.CDF
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MB109536.CDF
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MB109537.CDF
MB1096
MB109601.CDF
MB1096
MB109602.CDF
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MB109603.CDF
MB1096
MB109604.CDF
MB1096
MB109605.CDF
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MB109606.CDF
MB1096
MB109607.CDF
MB1096
MB109608.CDF
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MB109609.CDF
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MB109610.CDF
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MB109611.CDF
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MB109612.CDF
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MB109613.CDF
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MB109614.CDF
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MB109615.CDF
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MB109616.CDF
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MB109617.CDF
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MB109618.CDF
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MB109619.CDF
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MB109620.CDF
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MB109621.CDF
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MB109622.CDF
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MB109623.CDF
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MB109624.CDF
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MB109625.CDF
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MB109626.CDF
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MB109627.CDF
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MB109628.CDF
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MB109629.CDF
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MB109630.CDF
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MB109631.CDF
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MB109632.CDF
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MB109633.CDF
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MB109634.CDF
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MB109635.CDF
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MB109636.CDF
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MB109637.CDF
MB1097
MB109701.CDF
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MB109702.CDF
MB1097
MB109703.CDF
MB1097
MB109704.CDF
MB1097
MB109705.CDF
MB1097
MB109706.CDF
MB1097
MB109707.CDF
MB1097
MB109708.CDF
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MB109709.CDF
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MB109710.CDF
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MB109728.CDF
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MB109731.CDF
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MB109732.CDF
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MB109734.CDF
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MB109735.CDF
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MB109736.CDF
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MB109737.CDF
MB1098
MB109801.CDF
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MB109802.CDF
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MB109803.CDF
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MB109804.CDF
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MB109805.CDF
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MB109806.CDF
MB1098
MB109807.CDF
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MB109808.CDF
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MB109809.CDF
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MB109810.CDF
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MB109811.CDF
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MB109812.CDF
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MB109813.CDF
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MB109836.CDF
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MB109901.CDF
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MB109928.CDF
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MB109936.CDF
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MB109937.CDF
MB1100
MB110001.CDF
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MB110002.CDF
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MB110011.CDF
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MB110012.CDF
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MB110014.CDF
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MB110015.CDF
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MB110016.CDF
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MB110017.CDF
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MB110019.CDF
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MB110020.CDF
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MB110021.CDF
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MB110022.CDF
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MB110023.CDF
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MB110024.CDF
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MB110025.CDF
MB1100
MB110026.CDF
MB1100
MB110027.CDF
MB1100
MB110028.CDF
MB1100
MB110029.CDF
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MB110030.CDF
MB1100
MB110031.CDF
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MB110032.CDF
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MB110033.CDF
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MB110034.CDF
MB1100
MB110035.CDF
MB1100
MB110036.CDF
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MB110037.CDF
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MB110101.CDF
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MB110102.CDF
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MB110103.CDF
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MB110104.CDF
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MB110105.CDF
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MB110106.CDF
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MB110107.CDF
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MB110108.CDF
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MB110109.CDF
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MB110110.CDF
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MB110111.CDF
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MB110112.CDF
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MB110113.CDF
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MB110114.CDF
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MB110115.CDF
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MB110116.CDF
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MB110117.CDF
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MB110118.CDF
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MB110119.CDF
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MB110120.CDF
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MB110121.CDF
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MB110122.CDF
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MB110123.CDF
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MB110124.CDF
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MB110125.CDF
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MB110126.CDF
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MB110127.CDF
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MB110128.CDF
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MB110129.CDF
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MB110130.CDF
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MB110131.CDF
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MB110132.CDF
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MB110133.CDF
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MB110134.CDF
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MB110135.CDF
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MB110136.CDF
MB1101
MB110137.CDF
MB1102
MB110201.CDF
MB1102
MB110202.CDF
MB1102
MB110203.CDF
MB1102
MB110204.CDF
MB1102
MB110205.CDF
MB1102
MB110206.CDF
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MB110207.CDF
MB1102
MB110208.CDF
MB1102
MB110209.CDF
MB1102
MB110210.CDF
MB1102
MB110211.CDF
MB1102
MB110212.CDF
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MB110213.CDF
MB1102
MB110214.CDF
MB1102
MB110215.CDF
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MB110216.CDF
MB1102
MB110217.CDF
MB1102
MB110218.CDF
MB1102
MB110219.CDF
MB1102
MB110220.CDF
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MB110221.CDF
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MB110222.CDF
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MB110223.CDF
MB1102
MB110224.CDF
MB1102
MB110225.CDF
MB1102
MB110226.CDF
MB1102
MB110227.CDF
MB1102
MB110228.CDF
MB1102
MB110229.CDF
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MB110230.CDF
MB1102
MB110231.CDF
MB1102
MB110232.CDF
MB1102
MB110233.CDF
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MB110234.CDF
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MB110235.CDF
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MB110236.CDF
MB1102
MB110237.CDF
MB1103
MB110301.CDF
MB1103
MB110302.CDF
MB1103
MB110303.CDF
MB1103
MB110304.CDF
MB1103
MB110305.CDF
MB1103
MB110306.CDF
MB1103
MB110307.CDF
MB1103
MB110308.CDF
MB1103
MB110309.CDF
MB1103
MB110310.CDF
MB1103
MB110311.CDF
MB1103
MB110312.CDF
MB1103
MB110313.CDF
MB1103
MB110314.CDF
MB1103
MB110315.CDF
MB1103
MB110316.CDF
MB1103
MB110317.CDF
MB1103
MB110318.CDF
MB1103
MB110319.CDF
MB1103
MB110320.CDF
MB1103
MB110321.CDF
MB1103
MB110322.CDF
MB1103
MB110323.CDF
MB1103
MB110324.CDF
MB1103
MB110325.CDF
MB1103
MB110326.CDF
MB1103
MB110327.CDF
MB1103
MB110328.CDF
MB1103
MB110329.CDF
MB1103
MB110330.CDF
MB1103
MB110331.CDF
MB1103
MB110332.CDF
MB1103
MB110333.CDF
MB1103
MB110334.CDF
MB1103
MB110335.CDF
MB1103
MB110336.CDF
MB1103
MB110337.CDF
MB1104
MB110401.CDF
MB1104
MB110402.CDF
MB1104
MB110403.CDF
MB1104
MB110404.CDF
MB1104
MB110405.CDF
MB1104
MB110406.CDF
MB1104
MB110407.CDF
MB1104
MB110408.CDF
MB1104
MB110409.CDF
MB1104
MB110410.CDF
MB1104
MB110411.CDF
MB1104
MB110412.CDF
MB1104
MB110413.CDF
MB1104
MB110414.CDF
MB1104
MB110415.CDF
MB1104
MB110416.CDF
MB1104
MB110417.CDF
MB1104
MB110418.CDF
MB1104
MB110419.CDF
MB1104
MB110420.CDF
MB1104
MB110421.CDF
MB1104
MB110422.CDF
MB1104
MB110423.CDF
MB1104
MB110424.CDF
MB1104
MB110425.CDF
MB1104
MB110426.CDF
MB1104
MB110427.CDF
MB1104
MB110428.CDF
MB1104
MB110429.CDF
MB1104
MB110430.CDF
MB1104
MB110431.CDF
MB1104
MB110432.CDF
MB1104
MB110433.CDF
MB1104
MB110434.CDF
MB1104
MB110435.CDF
MB1104
MB110436.CDF
MB1104
MB110437.CDF
MB1105
MB110501.CDF
MB1105
MB110502.CDF
MB1105
MB110503.CDF
MB1105
MB110504.CDF
MB1105
MB110505.CDF
MB1105
MB110506.CDF
MB1105
MB110507.CDF
MB1105
MB110508.CDF
MB1105
MB110509.CDF
MB1105
MB110510.CDF
MB1105
MB110511.CDF
MB1105
MB110512.CDF
MB1105
MB110513.CDF
MB1105
MB110514.CDF
MB1105
MB110515.CDF
MB1105
MB110516.CDF
MB1105
MB110517.CDF
MB1105
MB110518.CDF
MB1105
MB110519.CDF
MB1105
MB110520.CDF
MB1105
MB110521.CDF
MB1105
MB110522.CDF
MB1105
MB110523.CDF
MB1105
MB110524.CDF
MB1105
MB110525.CDF
MB1105
MB110526.CDF
MB1105
MB110527.CDF
MB1105
MB110528.CDF
MB1105
MB110529.CDF
MB1105
MB110530.CDF
MB1105
MB110531.CDF
MB1105
MB110532.CDF
MB1105
MB110533.CDF
MB1105
MB110534.CDF
MB1105
MB110535.CDF
MB1105
MB110536.CDF
MB1105
MB110537.CDF
MB1107
MB110701.CDF
MB1107
MB110702.CDF
MB1107
MB110703.CDF
MB1107
MB110704.CDF
MB1107
MB110705.CDF
MB1107
MB110706.CDF
MB1107
MB110707.CDF
MB1107
MB110708.CDF
MB1107
MB110709.CDF
MB1107
MB110710.CDF
MB1107
MB110711.CDF
MB1107
MB110712.CDF
MB1107
MB110713.CDF
MB1107
MB110714.CDF
MB1107
MB110715.CDF
MB1107
MB110716.CDF
MB1107
MB110717.CDF
MB1107
MB110718.CDF
MB1107
MB110719.CDF
MB1107
MB110720.CDF
MB1107
MB110721.CDF
MB1107
MB110722.CDF
MB1107
MB110723.CDF
MB1107
MB110724.CDF
MB1107
MB110725.CDF
MB1107
MB110726.CDF
MB1107
MB110727.CDF
MB1107
MB110728.CDF
MB1107
MB110729.CDF
MB1107
MB110730.CDF
MB1107
MB110731.CDF
MB1107
MB110732.CDF
MB1107
MB110733.CDF
MB1107
MB110734.CDF
MB1107
MB110735.CDF
MB1107
MB110736.CDF
MB1107
MB110737.CDF
MB1108
MB110801.CDF
MB1108
MB110802.CDF
MB1108
MB110803.CDF
MB1108
MB110804.CDF
MB1108
MB110805.CDF
MB1108
MB110806.CDF
MB1108
MB110807.CDF
MB1108
MB110808.CDF
MB1108
MB110809.CDF
MB1108
MB110810.CDF
MB1108
MB110811.CDF
MB1108
MB110812.CDF
MB1108
MB110813.CDF
MB1108
MB110814.CDF
MB1108
MB110815.CDF
MB1108
MB110816.CDF
MB1108
MB110817.CDF
MB1108
MB110818.CDF
MB1108
MB110819.CDF
MB1108
MB110820.CDF
MB1108
MB110821.CDF
MB1108
MB110822.CDF
MB1108
MB110823.CDF
MB1108
MB110824.CDF
MB1108
MB110825.CDF
MB1108
MB110826.CDF
MB1108
MB110827.CDF
MB1108
MB110828.CDF
MB1108
MB110829.CDF
MB1108
MB110830.CDF
MB1108
MB110831.CDF
MB1108
MB110832.CDF
MB1108
MB110833.CDF
MB1108
MB110834.CDF
MB1108
MB110835.CDF
MB1108
MB110836.CDF
MB1108
MB110837.CDF
MB1110
MB111001.CDF
MB1110
MB111002.CDF
MB1110
MB111003.CDF
MB1110
MB111004.CDF
MB1110
MB111005.CDF
MB1110
MB111006.CDF
MB1110
MB111007.CDF
MB1110
MB111008.CDF
MB1110
MB111009.CDF
MB1110
MB111010.CDF
MB1110
MB111011.CDF
MB1110
MB111012.CDF
MB1110
MB111013.CDF
MB1110
MB111014.CDF
MB1110
MB111015.CDF
MB1110
MB111016.CDF
MB1110
MB111017.CDF
MB1110
MB111018.CDF
MB1110
MB111019.CDF
MB1110
MB111020.CDF
MB1110
MB111021.CDF
MB1110
MB111022.CDF
MB1110
MB111023.CDF
MB1110
MB111024.CDF
MB1110
MB111025.CDF
MB1110
MB111026.CDF
MB1110
MB111027.CDF
MB1110
MB111028.CDF
MB1110
MB111029.CDF
MB1110
MB111030.CDF
MB1110
MB111031.CDF
MB1110
MB111032.CDF
MB1110
MB111033.CDF
MB1110
MB111034.CDF
MB1110
MB111035.CDF
MB1110
MB111036.CDF
MB1110
MB111037.CDF
MB1111
MB111101.CDF
MB1111
MB111102.CDF
MB1111
MB111103.CDF
MB1111
MB111104.CDF
MB1111
MB111105.CDF
MB1111
MB111106.CDF
MB1111
MB111107.CDF
MB1111
MB111108.CDF
MB1111
MB111109.CDF
MB1111
MB111110.CDF
MB1111
MB111111.CDF
MB1111
MB111112.CDF
MB1111
MB111113.CDF
MB1111
MB111114.CDF
MB1111
MB111115.CDF
MB1111
MB111116.CDF
MB1111
MB111117.CDF
MB1111
MB111118.CDF
MB1111
MB111119.CDF
MB1111
MB111120.CDF
MB1111
MB111121.CDF
MB1111
MB111122.CDF
MB1111
MB111123.CDF
MB1111
MB111124.CDF
MB1111
MB111125.CDF
MB1111
MB111126.CDF
MB1111
MB111127.CDF
MB1111
MB111128.CDF
MB1111
MB111129.CDF
MB1111
MB111130.CDF
MB1111
MB111131.CDF
MB1111
MB111132.CDF
MB1111
MB111133.CDF
MB1111
MB111134.CDF
MB1111
MB111135.CDF
MB1111
MB111136.CDF
MB1111
MB111137.CDF
MB1114
MB111401.CDF
MB1114
MB111402.CDF
MB1114
MB111403.CDF
MB1114
MB111404.CDF
MB1114
MB111405.CDF
MB1114
MB111406.CDF
MB1114
MB111407.CDF
MB1114
MB111408.CDF
MB1114
MB111409.CDF
MB1114
MB111410.CDF
MB1114
MB111411.CDF
MB1114
MB111412.CDF
MB1114
MB111413.CDF
MB1114
MB111414.CDF
MB1114
MB111415.CDF
MB1114
MB111416.CDF
MB1114
MB111417.CDF
MB1114
MB111418.CDF
MB1114
MB111419.CDF
MB1114
MB111420.CDF
MB1114
MB111421.CDF
MB1114
MB111422.CDF
MB1114
MB111423.CDF
MB1114
MB111424.CDF
MB1114
MB111425.CDF
MB1114
MB111426.CDF
MB1114
MB111427.CDF
MB1114
MB111428.CDF
MB1114
MB111429.CDF
MB1114
MB111430.CDF
MB1114
MB111431.CDF
MB1114
MB111432.CDF
MB1114
MB111433.CDF
MB1114
MB111434.CDF
MB1114
MB111435.CDF
MB1114
MB111436.CDF
MB1114
MB111437.CDF
MB1116
MB111601.CDF
MB1116
MB111602.CDF
MB1116
MB111603.CDF
MB1116
MB111604.CDF
MB1116
MB111605.CDF
MB1116
MB111606.CDF
MB1116
MB111607.CDF
MB1116
MB111608.CDF
MB1116
MB111609.CDF
MB1116
MB111610.CDF
MB1116
MB111611.CDF
MB1116
MB111612.CDF
MB1116
MB111613.CDF
MB1116
MB111614.CDF
MB1116
MB111615.CDF
MB1116
MB111616.CDF
MB1116
MB111617.CDF
MB1116
MB111618.CDF
MB1116
MB111619.CDF
MB1116
MB111620.CDF
MB1116
MB111621.CDF
MB1116
MB111622.CDF
MB1116
MB111623.CDF
MB1116
MB111624.CDF
MB1116
MB111625.CDF
MB1116
MB111626.CDF
MB1116
MB111627.CDF
MB1116
MB111628.CDF
MB1116
MB111629.CDF
MB1116
MB111630.CDF
MB1116
MB111631.CDF
MB1116
MB111632.CDF
MB1116
MB111633.CDF
MB1116
MB111634.CDF
MB1116
MB111635.CDF
MB1116
MB111636.CDF
MB1116
MB111637.CDF
MB1117
MB111701.CDF
MB1117
MB111702.CDF
MB1117
MB111703.CDF
MB1117
MB111704.CDF
MB1117
MB111705.CDF
MB1117
MB111706.CDF
MB1117
MB111707.CDF
MB1117
MB111708.CDF
MB1117
MB111709.CDF
MB1117
MB111710.CDF
MB1117
MB111711.CDF
MB1117
MB111712.CDF
MB1117
MB111713.CDF
MB1117
MB111714.CDF
MB1117
MB111715.CDF
MB1117
MB111716.CDF
MB1117
MB111717.CDF
MB1117
MB111718.CDF
MB1117
MB111719.CDF
MB1117
MB111720.CDF
MB1117
MB111721.CDF
MB1117
MB111722.CDF
MB1117
MB111723.CDF
MB1117
MB111724.CDF
MB1117
MB111725.CDF
MB1117
MB111726.CDF
MB1117
MB111727.CDF
MB1117
MB111728.CDF
MB1117
MB111729.CDF
MB1117
MB111730.CDF
MB1117
MB111731.CDF
MB1117
MB111732.CDF
MB1117
MB111733.CDF
MB1117
MB111734.CDF
MB1117
MB111735.CDF
MB1117
MB111736.CDF
MB1117
MB111737.CDF
MB1118
MB111801.CDF
MB1118
MB111802.CDF
MB1118
MB111803.CDF
MB1118
MB111804.CDF
MB1118
MB111805.CDF
MB1118
MB111806.CDF
MB1118
MB111807.CDF
MB1118
MB111808.CDF
MB1118
MB111809.CDF
MB1118
MB111810.CDF
MB1118
MB111811.CDF
MB1118
MB111812.CDF
MB1118
MB111813.CDF
MB1118
MB111814.CDF
MB1118
MB111815.CDF
MB1118
MB111816.CDF
MB1118
MB111817.CDF
MB1118
MB111818.CDF
MB1118
MB111819.CDF
MB1118
MB111820.CDF
MB1118
MB111821.CDF
MB1118
MB111822.CDF
MB1118
MB111823.CDF
MB1118
MB111824.CDF
MB1118
MB111825.CDF
MB1118
MB111826.CDF
MB1118
MB111827.CDF
MB1118
MB111828.CDF
MB1118
MB111829.CDF
MB1118
MB111830.CDF
MB1118
MB111831.CDF
MB1118
MB111832.CDF
MB1118
MB111833.CDF
MB1118
MB111834.CDF
MB1118
MB111835.CDF
MB1118
MB111836.CDF
MB1118
MB111837.CDF
MB1120
MB112001.CDF
MB1120
MB112002.CDF
MB1120
MB112003.CDF
MB1120
MB112004.CDF
MB1120
MB112005.CDF
MB1120
MB112006.CDF
MB1120
MB112007.CDF
MB1120
MB112008.CDF
MB1120
MB112009.CDF
MB1120
MB112010.CDF
MB1120
MB112011.CDF
MB1120
MB112012.CDF
MB1120
MB112013.CDF
MB1120
MB112014.CDF
MB1120
MB112015.CDF
MB1120
MB112016.CDF
MB1120
MB112017.CDF
MB1120
MB112018.CDF
MB1120
MB112019.CDF
MB1120
MB112020.CDF
MB1120
MB112021.CDF
MB1120
MB112022.CDF
MB1120
MB112023.CDF
MB1120
MB112024.CDF
MB1120
MB112025.CDF
MB1120
MB112026.CDF
MB1120
MB112027.CDF
MB1120
MB112028.CDF
MB1120
MB112029.CDF
MB1120
MB112030.CDF
MB1120
MB112031.CDF
MB1120
MB112032.CDF
MB1120
MB112033.CDF
MB1120
MB112034.CDF
MB1120
MB112035.CDF
MB1120
MB112036.CDF
MB1120
MB112037.CDF
MB1121
MB112101.CDF
MB1121
MB112102.CDF
MB1121
MB112103.CDF
MB1121
MB112104.CDF
MB1121
MB112105.CDF
MB1121
MB112106.CDF
MB1121
MB112107.CDF
MB1121
MB112108.CDF
MB1121
MB112109.CDF
MB1121
MB112110.CDF
MB1121
MB112111.CDF
MB1121
MB112112.CDF
MB1121
MB112113.CDF
MB1121
MB112114.CDF
MB1121
MB112115.CDF
MB1121
MB112116.CDF
MB1121
MB112117.CDF
MB1121
MB112118.CDF
MB1121
MB112119.CDF
MB1121
MB112120.CDF
MB1121
MB112121.CDF
MB1121
MB112122.CDF
MB1121
MB112123.CDF
MB1121
MB112124.CDF
MB1121
MB112125.CDF
MB1121
MB112126.CDF
MB1121
MB112127.CDF
MB1121
MB112128.CDF
MB1121
MB112129.CDF
MB1121
MB112130.CDF
MB1121
MB112131.CDF
MB1121
MB112132.CDF
MB1121
MB112133.CDF
MB1121
MB112134.CDF
MB1121
MB112135.CDF
MB1121
MB112136.CDF
MB1121
MB112137.CDF
MB1122
MB112201.CDF
MB1122
MB112202.CDF
MB1122
MB112203.CDF
MB1122
MB112204.CDF
MB1122
MB112205.CDF
MB1122
MB112206.CDF
MB1122
MB112207.CDF
MB1122
MB112208.CDF
MB1122
MB112209.CDF
MB1122
MB112210.CDF
MB1122
MB112211.CDF
MB1122
MB112212.CDF
MB1122
MB112213.CDF
MB1122
MB112214.CDF
MB1122
MB112215.CDF
MB1122
MB112216.CDF
MB1122
MB112217.CDF
MB1122
MB112218.CDF
MB1122
MB112219.CDF
MB1122
MB112220.CDF
MB1122
MB112221.CDF
MB1122
MB112222.CDF
MB1122
MB112223.CDF
MB1122
MB112224.CDF
MB1122
MB112225.CDF
MB1122
MB112226.CDF
MB1122
MB112227.CDF
MB1122
MB112228.CDF
MB1122
MB112229.CDF
MB1122
MB112230.CDF
MB1122
MB112231.CDF
MB1122
MB112232.CDF
MB1122
MB112233.CDF
MB1122
MB112234.CDF
MB1122
MB112235.CDF
MB1122
MB112236.CDF
MB1122
MB112237.CDF
MB1123
MB112301.CDF
MB1123
MB112302.CDF
MB1123
MB112303.CDF
MB1123
MB112304.CDF
MB1123
MB112305.CDF
MB1123
MB112306.CDF
MB1123
MB112307.CDF
MB1123
MB112308.CDF
MB1123
MB112309.CDF
MB1123
MB112310.CDF
MB1123
MB112311.CDF
MB1123
MB112312.CDF
MB1123
MB112313.CDF
MB1123
MB112314.CDF
MB1123
MB112315.CDF
MB1123
MB112316.CDF
MB1123
MB112317.CDF
MB1123
MB112318.CDF
MB1123
MB112319.CDF
MB1123
MB112320.CDF
MB1123
MB112321.CDF
MB1123
MB112322.CDF
MB1123
MB112323.CDF
MB1123
MB112324.CDF
MB1123
MB112325.CDF
MB1123
MB112326.CDF
MB1123
MB112327.CDF
MB1123
MB112328.CDF
MB1123
MB112329.CDF
MB1123
MB112330.CDF
MB1123
MB112331.CDF
MB1123
MB112332.CDF
MB1123
MB112333.CDF
MB1123
MB112334.CDF
MB1123
MB112335.CDF
MB1123
MB112336.CDF
MB1123
MB112337.CDF
MB1124
MB112401.CDF
MB1124
MB112402.CDF
MB1124
MB112403.CDF
MB1124
MB112404.CDF
MB1124
MB112405.CDF
MB1124
MB112406.CDF
MB1124
MB112407.CDF
MB1124
MB112408.CDF
MB1124
MB112409.CDF
MB1124
MB112410.CDF
MB1124
MB112411.CDF
MB1124
MB112412.CDF
MB1124
MB112413.CDF
MB1124
MB112414.CDF
MB1124
MB112415.CDF
MB1124
MB112416.CDF
MB1124
MB112417.CDF
MB1124
MB112418.CDF
MB1124
MB112419.CDF
MB1124
MB112420.CDF
MB1124
MB112421.CDF
MB1124
MB112422.CDF
MB1124
MB112423.CDF
MB1124
MB112424.CDF
MB1124
MB112425.CDF
MB1124
MB112426.CDF
MB1124
MB112427.CDF
MB1124
MB112428.CDF
MB1124
MB112429.CDF
MB1124
MB112430.CDF
MB1124
MB112431.CDF
MB1124
MB112432.CDF
MB1124
MB112433.CDF
MB1124
MB112434.CDF
MB1124
MB112435.CDF
MB1124
MB112436.CDF
MB1124
MB112437.CDF
MB1125
MB112501.CDF
MB1125
MB112502.CDF
MB1125
MB112503.CDF
MB1125
MB112504.CDF
MB1125
MB112505.CDF
MB1125
MB112506.CDF
MB1125
MB112507.CDF
MB1125
MB112508.CDF
MB1125
MB112509.CDF
MB1125
MB112510.CDF
MB1125
MB112511.CDF
MB1125
MB112512.CDF
MB1125
MB112513.CDF
MB1125
MB112514.CDF
MB1125
MB112515.CDF
MB1125
MB112516.CDF
MB1125
MB112517.CDF
MB1125
MB112518.CDF
MB1125
MB112519.CDF
MB1125
MB112520.CDF
MB1125
MB112521.CDF
MB1125
MB112522.CDF
MB1125
MB112523.CDF
MB1125
MB112524.CDF
MB1125
MB112525.CDF
MB1125
MB112526.CDF
MB1125
MB112527.CDF
MB1125
MB112528.CDF
MB1125
MB112529.CDF
MB1125
MB112530.CDF
MB1125
MB112531.CDF
MB1125
MB112532.CDF
MB1125
MB112533.CDF
MB1125
MB112534.CDF
MB1125
MB112535.CDF
MB1125
MB112536.CDF
MB1125
MB112537.CDF
MB1126
MB112601.CDF
MB1126
MB112602.CDF
MB1126
MB112603.CDF
MB1126
MB112604.CDF
MB1126
MB112605.CDF
MB1126
MB112606.CDF
MB1126
MB112607.CDF
MB1126
MB112608.CDF
MB1126
MB112609.CDF
MB1126
MB112610.CDF
MB1126
MB112611.CDF
MB1126
MB112612.CDF
MB1126
MB112613.CDF
MB1126
MB112614.CDF
MB1126
MB112615.CDF
MB1126
MB112616.CDF
MB1126
MB112617.CDF
MB1126
MB112618.CDF
MB1126
MB112619.CDF
MB1126
MB112620.CDF
MB1126
MB112621.CDF
MB1126
MB112622.CDF
MB1126
MB112623.CDF
MB1126
MB112624.CDF
MB1126
MB112625.CDF
MB1126
MB112626.CDF
MB1126
MB112627.CDF
MB1126
MB112628.CDF
MB1126
MB112629.CDF
MB1126
MB112630.CDF
MB1126
MB112631.CDF
MB1126
MB112632.CDF
MB1126
MB112633.CDF
MB1126
MB112634.CDF
MB1126
MB112635.CDF
MB1126
MB112636.CDF
MB1126
MB112637.CDF
MB1127
MB112701.CDF
MB1127
MB112702.CDF
MB1127
MB112703.CDF
MB1127
MB112704.CDF
MB1127
MB112705.CDF
MB1127
MB112706.CDF
MB1127
MB112707.CDF
MB1127
MB112708.CDF
MB1127
MB112709.CDF
MB1127
MB112710.CDF
MB1127
MB112711.CDF
MB1127
MB112712.CDF
MB1127
MB112713.CDF
MB1127
MB112714.CDF
MB1127
MB112715.CDF
MB1127
MB112716.CDF
MB1127
MB112717.CDF
MB1127
MB112718.CDF
MB1127
MB112719.CDF
MB1127
MB112720.CDF
MB1127
MB112721.CDF
MB1127
MB112722.CDF
MB1127
MB112723.CDF
MB1127
MB112724.CDF
MB1127
MB112725.CDF
MB1127
MB112726.CDF
MB1127
MB112727.CDF
MB1127
MB112728.CDF
MB1127
MB112729.CDF
MB1127
MB112730.CDF
MB1127
MB112731.CDF
MB1127
MB112732.CDF
MB1127
MB112733.CDF
MB1127
MB112734.CDF
MB1127
MB112735.CDF
MB1127
MB112736.CDF
MB1127
MB112737.CDF
MB1128
MB112801.CDF
MB1128
MB112802.CDF
MB1128
MB112803.CDF
MB1128
MB112804.CDF
MB1128
MB112805.CDF
MB1128
MB112806.CDF
MB1128
MB112807.CDF
MB1128
MB112808.CDF
MB1128
MB112809.CDF
MB1128
MB112810.CDF
MB1128
MB112811.CDF
MB1128
MB112812.CDF
MB1128
MB112813.CDF
MB1128
MB112814.CDF
MB1128
MB112815.CDF
MB1128
MB112816.CDF
MB1128
MB112817.CDF
MB1128
MB112818.CDF
MB1128
MB112819.CDF
MB1128
MB112820.CDF
MB1128
MB112821.CDF
MB1128
MB112822.CDF
MB1128
MB112823.CDF
MB1128
MB112824.CDF
MB1128
MB112825.CDF
MB1128
MB112826.CDF
MB1128
MB112827.CDF
MB1128
MB112828.CDF
MB1128
MB112829.CDF
MB1128
MB112830.CDF
MB1128
MB112831.CDF
MB1128
MB112832.CDF
MB1128
MB112833.CDF
MB1128
MB112834.CDF
MB1128
MB112835.CDF
MB1128
MB112836.CDF
MB1128
MB112837.CDF
MB1130
MB113001.CDF
MB1130
MB113002.CDF
MB1130
MB113003.CDF
MB1130
MB113004.CDF
MB1130
MB113005.CDF
MB1130
MB113006.CDF
MB1130
MB113007.CDF
MB1130
MB113008.CDF
MB1130
MB113009.CDF
MB1130
MB113010.CDF
MB1130
MB113011.CDF
MB1130
MB113012.CDF
MB1130
MB113013.CDF
MB1130
MB113014.CDF
MB1130
MB113015.CDF
MB1130
MB113016.CDF
MB1130
MB113017.CDF
MB1130
MB113018.CDF
MB1130
MB113019.CDF
MB1130
MB113020.CDF
MB1130
MB113021.CDF
MB1130
MB113022.CDF
MB1130
MB113023.CDF
MB1130
MB113024.CDF
MB1130
MB113025.CDF
MB1130
MB113026.CDF
MB1130
MB113027.CDF
MB1130
MB113028.CDF
MB1130
MB113029.CDF
MB1130
MB113030.CDF
MB1130
MB113031.CDF
MB1130
MB113032.CDF
MB1130
MB113033.CDF
MB1130
MB113034.CDF
MB1130
MB113035.CDF
MB1130
MB113036.CDF
MB1130
MB113037.CDF
MB1131
MB113101.CDF
MB1131
MB113102.CDF
MB1131
MB113103.CDF
MB1131
MB113104.CDF
MB1131
MB113105.CDF
MB1131
MB113106.CDF
MB1131
MB113107.CDF
MB1131
MB113108.CDF
MB1131
MB113109.CDF
MB1131
MB113110.CDF
MB1131
MB113111.CDF
MB1131
MB113112.CDF
MB1131
MB113113.CDF
MB1131
MB113114.CDF
MB1131
MB113115.CDF
MB1131
MB113116.CDF
MB1131
MB113117.CDF
MB1131
MB113118.CDF
MB1131
MB113119.CDF
MB1131
MB113120.CDF
MB1131
MB113121.CDF
MB1131
MB113122.CDF
MB1131
MB113123.CDF
MB1131
MB113124.CDF
MB1131
MB113125.CDF
MB1131
MB113126.CDF
MB1131
MB113127.CDF
MB1131
MB113128.CDF
MB1131
MB113129.CDF
MB1131
MB113130.CDF
MB1131
MB113131.CDF
MB1131
MB113132.CDF
MB1131
MB113133.CDF
MB1131
MB113134.CDF
MB1131
MB113135.CDF
MB1131
MB113136.CDF
MB1131
MB113137.CDF
MB1132
MB113201.CDF
MB1132
MB113202.CDF
MB1132
MB113203.CDF
MB1132
MB113204.CDF
MB1132
MB113205.CDF
MB1132
MB113206.CDF
MB1132
MB113207.CDF
MB1132
MB113208.CDF
MB1132
MB113209.CDF
MB1132
MB113210.CDF
MB1132
MB113211.CDF
MB1132
MB113212.CDF
MB1132
MB113213.CDF
MB1132
MB113214.CDF
MB1132
MB113215.CDF
MB1132
MB113216.CDF
MB1132
MB113217.CDF
MB1132
MB113218.CDF
MB1132
MB113219.CDF
MB1132
MB113220.CDF
MB1132
MB113221.CDF
MB1132
MB113222.CDF
MB1132
MB113223.CDF
MB1132
MB113224.CDF
MB1132
MB113225.CDF
MB1132
MB113226.CDF
MB1132
MB113227.CDF
MB1132
MB113228.CDF
MB1132
MB113229.CDF
MB1132
MB113230.CDF
MB1132
MB113231.CDF
MB1132
MB113232.CDF
MB1132
MB113233.CDF
MB1132
MB113234.CDF
MB1132
MB113235.CDF
MB1132
MB113236.CDF
MB1132
MB113237.CDF
MB1133
MB113301.CDF
MB1133
MB113302.CDF
MB1133
MB113303.CDF
MB1133
MB113304.CDF
MB1133
MB113305.CDF
MB1133
MB113306.CDF
MB1133
MB113307.CDF
MB1133
MB113308.CDF
MB1133
MB113309.CDF
MB1133
MB113310.CDF
MB1133
MB113311.CDF
MB1133
MB113312.CDF
MB1133
MB113313.CDF
MB1133
MB113314.CDF
MB1133
MB113315.CDF
MB1133
MB113316.CDF
MB1133
MB113317.CDF
MB1133
MB113318.CDF
MB1133
MB113319.CDF
MB1133
MB113320.CDF
MB1133
MB113321.CDF
MB1133
MB113322.CDF
MB1133
MB113323.CDF
MB1133
MB113324.CDF
MB1133
MB113325.CDF
MB1133
MB113326.CDF
MB1133
MB113327.CDF
MB1133
MB113328.CDF
MB1133
MB113329.CDF
MB1133
MB113330.CDF
MB1133
MB113331.CDF
MB1133
MB113332.CDF
MB1133
MB113333.CDF
MB1133
MB113334.CDF
MB1133
MB113335.CDF
MB1133
MB113336.CDF
MB1133
MB113337.CDF
MB1136
MB113601.CDF
MB1136
MB113602.CDF
MB1136
MB113603.CDF
MB1136
MB113604.CDF
MB1136
MB113605.CDF
MB1136
MB113606.CDF
MB1136
MB113607.CDF
MB1136
MB113608.CDF
MB1136
MB113609.CDF
MB1136
MB113610.CDF
MB1136
MB113611.CDF
MB1136
MB113612.CDF
MB1136
MB113613.CDF
MB1136
MB113614.CDF
MB1136
MB113615.CDF
MB1136
MB113616.CDF
MB1136
MB113617.CDF
MB1136
MB113618.CDF
MB1136
MB113619.CDF
MB1136
MB113620.CDF
MB1136
MB113621.CDF
MB1136
MB113622.CDF
MB1136
MB113623.CDF
MB1136
MB113624.CDF
MB1136
MB113625.CDF
MB1136
MB113626.CDF
MB1136
MB113627.CDF
MB1136
MB113628.CDF
MB1136
MB113629.CDF
MB1136
MB113630.CDF
MB1136
MB113631.CDF
MB1136
MB113632.CDF
MB1136
MB113633.CDF
MB1136
MB113634.CDF
MB1136
MB113635.CDF
MB1136
MB113636.CDF
MB1136
MB113637.CDF
MB1138
MB113801.CDF
MB1138
MB113802.CDF
MB1138
MB113803.CDF
MB1138
MB113804.CDF
MB1138
MB113805.CDF
MB1138
MB113806.CDF
MB1138
MB113807.CDF
MB1138
MB113808.CDF
MB1138
MB113809.CDF
MB1138
MB113810.CDF
MB1138
MB113811.CDF
MB1138
MB113812.CDF
MB1138
MB113813.CDF
MB1138
MB113814.CDF
MB1138
MB113815.CDF
MB1138
MB113816.CDF
MB1138
MB113817.CDF
MB1138
MB113818.CDF
MB1138
MB113819.CDF
MB1138
MB113820.CDF
MB1138
MB113821.CDF
MB1138
MB113822.CDF
MB1138
MB113823.CDF
MB1138
MB113824.CDF
MB1138
MB113825.CDF
MB1138
MB113826.CDF
MB1138
MB113827.CDF
MB1138
MB113828.CDF
MB1138
MB113829.CDF
MB1138
MB113830.CDF
MB1138
MB113831.CDF
MB1138
MB113832.CDF
MB1138
MB113833.CDF
MB1138
MB113834.CDF
MB1138
MB113835.CDF
MB1138
MB113836.CDF
MB1138
MB113837.CDF
MB1140
MB114001.CDF
MB1140
MB114002.CDF
MB1140
MB114003.CDF
MB1140
MB114004.CDF
MB1140
MB114005.CDF
MB1140
MB114006.CDF
MB1140
MB114007.CDF
MB1140
MB114008.CDF
MB1140
MB114009.CDF
MB1140
MB114010.CDF
MB1140
MB114011.CDF
MB1140
MB114012.CDF
MB1140
MB114013.CDF
MB1140
MB114014.CDF
MB1140
MB114015.CDF
MB1140
MB114016.CDF
MB1140
MB114017.CDF
MB1140
MB114018.CDF
MB1140
MB114019.CDF
MB1140
MB114020.CDF
MB1140
MB114021.CDF
MB1140
MB114022.CDF
MB1140
MB114023.CDF
MB1140
MB114024.CDF
MB1140
MB114025.CDF
MB1140
MB114026.CDF
MB1140
MB114027.CDF
MB1140
MB114028.CDF
MB1140
MB114029.CDF
MB1140
MB114030.CDF
MB1140
MB114031.CDF
MB1140
MB114032.CDF
MB1140
MB114033.CDF
MB1140
MB114034.CDF
MB1140
MB114035.CDF
MB1140
MB114036.CDF
MB1140
MB114037.CDF
MB1142
MB114201.CDF
MB1142
MB114202.CDF
MB1142
MB114203.CDF
MB1142
MB114204.CDF
MB1142
MB114205.CDF
MB1142
MB114206.CDF
MB1142
MB114207.CDF
MB1142
MB114208.CDF
MB1142
MB114209.CDF
MB1142
MB114210.CDF
MB1142
MB114211.CDF
MB1142
MB114212.CDF
MB1142
MB114213.CDF
MB1142
MB114214.CDF
MB1142
MB114215.CDF
MB1142
MB114216.CDF
MB1142
MB114217.CDF
MB1142
MB114218.CDF
MB1142
MB114219.CDF
MB1142
MB114220.CDF
MB1142
MB114221.CDF
MB1142
MB114222.CDF
MB1142
MB114223.CDF
MB1142
MB114224.CDF
MB1142
MB114225.CDF
MB1142
MB114226.CDF
MB1142
MB114227.CDF
MB1142
MB114228.CDF
MB1142
MB114229.CDF
MB1142
MB114230.CDF
MB1142
MB114231.CDF
MB1142
MB114232.CDF
MB1142
MB114233.CDF
MB1142
MB114234.CDF
MB1142
MB114235.CDF
MB1142
MB114236.CDF
MB1142
MB114237.CDF
MB1143
MB114301.CDF
MB1143
MB114302.CDF
MB1143
MB114303.CDF
MB1143
MB114304.CDF
MB1143
MB114305.CDF
MB1143
MB114306.CDF
MB1143
MB114307.CDF
MB1143
MB114308.CDF
MB1143
MB114309.CDF
MB1143
MB114310.CDF
MB1143
MB114311.CDF
MB1143
MB114312.CDF
MB1143
MB114313.CDF
MB1143
MB114314.CDF
MB1143
MB114315.CDF
MB1143
MB114316.CDF
MB1143
MB114317.CDF
MB1143
MB114318.CDF
MB1143
MB114319.CDF
MB1143
MB114320.CDF
MB1143
MB114321.CDF
MB1143
MB114322.CDF
MB1143
MB114323.CDF
MB1143
MB114324.CDF
MB1143
MB114325.CDF
MB1143
MB114326.CDF
MB1143
MB114327.CDF
MB1143
MB114328.CDF
MB1143
MB114329.CDF
MB1143
MB114330.CDF
MB1143
MB114331.CDF
MB1143
MB114332.CDF
MB1143
MB114333.CDF
MB1143
MB114334.CDF
MB1143
MB114335.CDF
MB1143
MB114336.CDF
MB1143
MB114337.CDF
MB1145
MB114501.CDF
MB1145
MB114502.CDF
MB1145
MB114503.CDF
MB1145
MB114504.CDF
MB1145
MB114505.CDF
MB1145
MB114506.CDF
MB1145
MB114507.CDF
MB1145
MB114508.CDF
MB1145
MB114509.CDF
MB1145
MB114510.CDF
MB1145
MB114511.CDF
MB1145
MB114512.CDF
MB1145
MB114513.CDF
MB1145
MB114514.CDF
MB1145
MB114515.CDF
MB1145
MB114516.CDF
MB1145
MB114517.CDF
MB1145
MB114518.CDF
MB1145
MB114519.CDF
MB1145
MB114520.CDF
MB1145
MB114521.CDF
MB1145
MB114522.CDF
MB1145
MB114523.CDF
MB1145
MB114524.CDF
MB1145
MB114525.CDF
MB1145
MB114526.CDF
MB1145
MB114527.CDF
MB1145
MB114528.CDF
MB1145
MB114529.CDF
MB1145
MB114530.CDF
MB1145
MB114531.CDF
MB1145
MB114532.CDF
MB1145
MB114533.CDF
MB1145
MB114534.CDF
MB1145
MB114535.CDF
MB1145
MB114536.CDF
MB1145
MB114537.CDF
MB1146
MB114601.CDF
MB1146
MB114602.CDF
MB1146
MB114603.CDF
MB1146
MB114604.CDF
MB1146
MB114605.CDF
MB1146
MB114606.CDF
MB1146
MB114607.CDF
MB1146
MB114608.CDF
MB1146
MB114609.CDF
MB1146
MB114610.CDF
MB1146
MB114611.CDF
MB1146
MB114612.CDF
MB1146
MB114613.CDF
MB1146
MB114614.CDF
MB1146
MB114615.CDF
MB1146
MB114616.CDF
MB1146
MB114617.CDF
MB1146
MB114618.CDF
MB1146
MB114619.CDF
MB1146
MB114620.CDF
MB1146
MB114621.CDF
MB1146
MB114622.CDF
MB1146
MB114623.CDF
MB1146
MB114624.CDF
MB1146
MB114625.CDF
MB1146
MB114626.CDF
MB1146
MB114627.CDF
MB1146
MB114628.CDF
MB1146
MB114629.CDF
MB1146
MB114630.CDF
MB1146
MB114631.CDF
MB1146
MB114632.CDF
MB1146
MB114633.CDF
MB1146
MB114634.CDF
MB1146
MB114635.CDF
MB1146
MB114636.CDF
MB1146
MB114637.CDF
MB1147
MB114701.CDF
MB1147
MB114702.CDF
MB1147
MB114703.CDF
MB1147
MB114704.CDF
MB1147
MB114705.CDF
MB1147
MB114706.CDF
MB1147
MB114707.CDF
MB1147
MB114708.CDF
MB1147
MB114709.CDF
MB1147
MB114710.CDF
MB1147
MB114711.CDF
MB1147
MB114712.CDF
MB1147
MB114713.CDF
MB1147
MB114714.CDF
MB1147
MB114715.CDF
MB1147
MB114716.CDF
MB1147
MB114717.CDF
MB1147
MB114718.CDF
MB1147
MB114719.CDF
MB1147
MB114720.CDF
MB1147
MB114721.CDF
MB1147
MB114722.CDF
MB1147
MB114723.CDF
MB1147
MB114724.CDF
MB1147
MB114725.CDF
MB1147
MB114726.CDF
MB1147
MB114727.CDF
MB1147
MB114728.CDF
MB1147
MB114729.CDF
MB1147
MB114730.CDF
MB1147
MB114731.CDF
MB1147
MB114732.CDF
MB1147
MB114733.CDF
MB1147
MB114734.CDF
MB1147
MB114735.CDF
MB1147
MB114736.CDF
MB1147
MB114737.CDF
MB1148
MB114801.CDF
MB1148
MB114802.CDF
MB1148
MB114803.CDF
MB1148
MB114804.CDF
MB1148
MB114805.CDF
MB1148
MB114806.CDF
MB1148
MB114807.CDF
MB1148
MB114808.CDF
MB1148
MB114809.CDF
MB1148
MB114810.CDF
MB1148
MB114811.CDF
MB1148
MB114812.CDF
MB1148
MB114813.CDF
MB1148
MB114814.CDF
MB1148
MB114815.CDF
MB1148
MB114816.CDF
MB1148
MB114817.CDF
MB1148
MB114818.CDF
MB1148
MB114819.CDF
MB1148
MB114820.CDF
MB1148
MB114821.CDF
MB1148
MB114822.CDF
MB1148
MB114823.CDF
MB1148
MB114824.CDF
MB1148
MB114825.CDF
MB1148
MB114826.CDF
MB1148
MB114827.CDF
MB1148
MB114828.CDF
MB1148
MB114829.CDF
MB1148
MB114830.CDF
MB1148
MB114831.CDF
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1238/3150 [1:39:32<200:28:21, 377.46s/it]
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 37518 rows!
Extracted information for 37518 samples.
Processing  ST002985
Initiating REDU-table generation for AN004905
Rest length is 124
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
raw_in vitro1
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raw_in vitro2
210105_se075.raw
raw_in vitro2
210105_se078.raw
raw_in vitro2
210105_se079.raw
raw_in vitro2
210105_se080.raw
raw_in vitro2
210105_se081.raw
raw_in vitro2
210105_se083.raw
raw_in vitro2
210105_se084.raw
raw_in vitro2
210105_se085.raw
raw_in vitro2
210105_se087.raw
raw_in vitro2
210105_se089.raw
raw_in vitro2
210105_se090.raw
raw_in vitro2
210105_se091.raw
raw_in vitro2
210105_se093.raw
raw_in vitro2
210105_se094.raw
raw_in vitro2
210105_se096.raw
raw_in vitro2
210105_se099.raw
raw_in vitro3
210105_se104.raw
raw_in vitro3
210105_se105.raw
raw_in vitro3
210105_se106.raw
raw_in vitro3
210105_se107.raw
raw_in vitro3
210105_se109.raw
raw_in vitro3
210105_se110.raw
raw_in vitro3
210105_se114.raw
raw_in vitro3
210105_se115.raw
raw_in vitro3
210105_se116.raw
raw_in vitro3
210105_se118.raw
raw_in vitro3
210105_se119.raw
raw_in vitro3
210105_se120.raw
raw_in vitro3
210105_se122.raw
raw_in vitro3
210105_se123.raw
raw_in vitro3
210105_se124.raw
raw_in vitro3
210105_se126.raw
raw_in vitro3
210105_se127.raw
raw_in vitro3
210105_se129.raw
raw_in vitro3
210105_se130.raw
raw_in vitro3
210105_se131.raw
raw_in vitro3
210105_se132.raw
raw_in vitro3
210105_se133.raw
raw_in vitro3
210105_se135.raw
raw_in vitro3
210105_se136.raw
raw_in vitro3
210105_se137.raw
raw_in vitro3
210105_se138.raw
raw_in vitro3
210105_se139.raw
raw_in vitro3
210105_se140.raw
raw_in vitro3
210105_se141.raw
raw_in vitro3
210105_se145.raw
raw_in vitro3
210105_se146.raw
raw_in vitro3
210105_se148.raw
raw_in vitro4
210105_se151.raw
raw_in vitro4
210105_se155.raw
raw_in vitro4
210105_se158.raw
raw_in vitro4
210105_se159.raw
raw_in vitro4
210105_se160.raw
raw_in vitro4
210105_se162.raw
raw_in vitro4
210105_se163.raw
raw_in vitro4
210105_se165.raw
raw_in vitro4
210105_se167.raw
raw_in vitro4
210105_se168.raw
raw_in vitro4
210105_se169.raw
raw_in vitro4
210105_se170.raw
raw_in vitro4
210105_se171.raw
raw_in vitro4
210105_se172.raw
raw_in vitro4
210105_se173.raw
raw_in vitro4
210105_se174.raw
raw_in vitro4
210105_se177.raw
raw_in vitro4
210105_se180.raw
raw_in vitro4
210105_se181.raw
raw_in vitro4
210105_se182.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1239/3150 [1:39:35<153:28:45, 289.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1240/3150 [1:42:23<137:09:40, 258.52s/it]
raw_in vitro4
210105_se183.raw
raw_in vitro4
210105_se184.raw
raw_in vitro4
210105_se186.raw
raw_in vitro4
210105_se187.raw
raw_in vitro4
210105_se188.raw
raw_in vitro4
210105_se191.raw
raw_in vitro4
210105_se192.raw
raw_in vitro4
210105_se193.raw
raw_in vitro4
210105_se196.raw
raw_in vitro4
210105_se197.raw
raw_in vitro4
210105_se198.raw
raw_in vitro4
210105_se200.raw
raw_in vitro5
210105_se201.raw
raw_in vitro5
210105_se202.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 123 rows!
Extracted information for 123 samples.
Processing  ST001511
Initiating REDU-table generation for AN002504
Rest length is 114
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002505
Rest length is 114
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
wiff-n
B108_1N.wiff
wiff-n
B108_2N.wiff
wiff-n
B108_3N.wiff
wiff-n
B108_4N.wiff
wiff-n
B108_5N.wiff
wiff-n
B108_6N.wiff
wiff-n
B253_1N.wiff
wiff-n
B253_2N.wiff
wiff-n
B253_3N.wiff
wiff-n
B253_4N.wiff
wiff-n
B253_5N.wiff
wiff-n
B253_6N.wiff
wiff-n
B263_1N.wiff
wiff-n
B263_2N.wiff
wiff-n
B263_3N.wiff
wiff-n
B263_4N.wiff
wiff-n
B263_5N.wiff
wiff-n
B263_6N.wiff
wiff-n
B313_1N.wiff
wiff-n
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wiff-n
B313_3N.wiff
wiff-n
B313_4N.wiff
wiff-n
B313_5N.wiff
wiff-n
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wiff-n
B424_1N.wiff
wiff-n
B424_2N.wiff
wiff-n
B424_3N.wiff
wiff-n
B424_4N.wiff
wiff-n
B424_5N.wiff
wiff-n
B424_6N.wiff
wiff-n
B505_1N.wiff
wiff-n
B505_2N.wiff
wiff-n
B505_3N.wiff
wiff-n
B505_4N.wiff
wiff-n
B505_5N.wiff
wiff-n
B505_6N.wiff
wiff-n
B585_1N.wiff
wiff-n
B585_2N.wiff
wiff-n
B585_3N.wiff
wiff-n
B585_4N.wiff
wiff-n
B585_5N.wiff
wiff-n
B585_6N.wiff
wiff-n
LB1N.wiff
wiff-n
LB2N.wiff
wiff-n
LB3N.wiff
wiff-n
LB4N.wiff
wiff-n
LB5N.wiff
wiff-n
LB6N.wiff
wiff-n
QC1N.wiff
wiff-n
QC2N.wiff
wiff-n
QC3N.wiff
wiff-n
QC4N.wiff
wiff-n
QC5N.wiff
wiff-n
QC6N.wiff
wiff-n
QC7N.wiff
wiff-n
QC8N.wiff
wiff-n
QC9N.wiff
wiff-p
B108_1P.wiff
wiff-p
B108_2P.wiff
wiff-p
B108_3P.wiff
wiff-p
B108_4P.wiff
wiff-p
B108_5P.wiff
wiff-p
B108_6P.wiff
wiff-p
B253_1P.wiff
wiff-p
B253_2P.wiff
wiff-p
B253_3P.wiff
wiff-p
B253_4P.wiff
wiff-p
B253_5P.wiff
wiff-p
B253_6P.wiff
wiff-p
B263_1P.wiff
wiff-p
B263_2P.wiff
wiff-p
B263_3P.wiff
wiff-p
B263_4P.wiff
wiff-p
B263_5P.wiff
wiff-p
B263_6P.wiff
wiff-p
B313_1P.wiff
wiff-p
B313_2P.wiff
wiff-p
B313_3P.wiff
wiff-p
B313_4P.wiff
wiff-p
B313_5P.wiff
wiff-p
B313_6P.wiff
wiff-p
B424_1P.wiff
wiff-p
B424_2P.wiff
wiff-p
B424_3P.wiff
wiff-p
B424_4P.wiff
wiff-p
B424_5P.wiff
wiff-p
B424_6P.wiff
wiff-p
B505_1P.wiff
wiff-p
B505_2P.wiff
wiff-p
B505_3P.wiff
wiff-p
B505_4P.wiff
wiff-p
B505_5P.wiff
wiff-p
B505_6P.wiff
wiff-p
B585_1P.wiff
wiff-p
B585_2P.wiff
wiff-p
B585_3P.wiff
wiff-p
B585_4P.wiff
wiff-p
B585_5P.wiff
wiff-p
B585_6P.wiff
wiff-p
LB1P.wiff
wiff-p
LB2P.wiff
wiff-p
LB3P.wiff
wiff-p
LB4P.wiff
wiff-p
LB5P.wiff
wiff-p
LB6P.wiff
wiff-p
QC1P.wiff
wiff-p
QC2P.wiff
wiff-p
QC3P.wiff
wiff-p
QC4P.wiff
wiff-p
QC5P.wiff
wiff-p
QC6P.wiff
wiff-p
QC7P.wiff
wiff-p
QC8P.wiff
wiff-p
QC9P.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 114 rows!
Extracted information for 114 samples.
Processing  ST003562
Initiating REDU-table generation for AN005853
Rest length is 164
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
OrganizedforMetabolomicsWorkbench
20211215_3KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20211215_3KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20211215_3KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20211215_3KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20211215_3KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20211215_3KO-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20211215_Blank1.mzML
OrganizedforMetabolomicsWorkbench
20211215_Blank2.mzML
OrganizedforMetabolomicsWorkbench
20211215_Blank3.mzML
OrganizedforMetabolomicsWorkbench
20211215_Blank4.mzML
OrganizedforMetabolomicsWorkbench
20211215_Parental-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20211215_Parental-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20211215_Parental-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20211215_Parental-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20211215_Parental-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20211215_Parental-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20220330_3KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20220330_3KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20220330_3KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20220330_3KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20220330_3KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20220330_3KO-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20220330_Blank1.mzML
OrganizedforMetabolomicsWorkbench
20220330_Blank2.mzML
OrganizedforMetabolomicsWorkbench
20220330_Blank3.mzML
OrganizedforMetabolomicsWorkbench
20220330_Blank4.mzML
OrganizedforMetabolomicsWorkbench
20220330_Blank5.mzML
OrganizedforMetabolomicsWorkbench
20220330_Parental-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20220330_Parental-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20220330_Parental-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20220330_Parental-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20220330_Parental-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20220330_Parental-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20220330_QC1.mzML
OrganizedforMetabolomicsWorkbench
20220330_QC2.mzML
OrganizedforMetabolomicsWorkbench
20220330_QC3.mzML
OrganizedforMetabolomicsWorkbench
20220429_3KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20220429_3KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20220429_3KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20220429_3KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20220429_3KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20220429_3KO-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20220429_Blank1.mzML
OrganizedforMetabolomicsWorkbench
20220429_Blank2.mzML
OrganizedforMetabolomicsWorkbench
20220429_Blank3.mzML
OrganizedforMetabolomicsWorkbench
20220429_Blank4.mzML
OrganizedforMetabolomicsWorkbench
20220429_Blank5.mzML
OrganizedforMetabolomicsWorkbench
20220429_Parental-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20220429_Parental-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20220429_Parental-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20220429_Parental-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20220429_Parental-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20220429_Parental-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20220429_QC1.mzML
OrganizedforMetabolomicsWorkbench
20220429_QC2.mzML
OrganizedforMetabolomicsWorkbench
20220429_QC3.mzML
OrganizedforMetabolomicsWorkbench
20230804_3KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20230804_3KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20230804_3KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20230804_3KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20230804_3KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20230804_3KO-glutamine-n-3.mzML
OrganizedforMetabolomicsWorkbench
20230804_4KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20230804_4KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20230804_4KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20230804_4KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20230804_4KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20230804_4KO-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20230804_Blank-1.mzML
OrganizedforMetabolomicsWorkbench
20230804_Blank-2.mzML
OrganizedforMetabolomicsWorkbench
20230804_Blank-3.mzML
OrganizedforMetabolomicsWorkbench
20230804_Parental-glucose-1.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1241/3150 [1:42:27<101:20:03, 191.10s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1242/3150 [1:42:30<73:58:17, 139.57s/it] 
OrganizedforMetabolomicsWorkbench
20230804_Parental-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20230804_Parental-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20230804_Parental-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20230804_Parental-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20230804_Parental-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20230804_QC-1.mzML
OrganizedforMetabolomicsWorkbench
20230804_QC-2.mzML
OrganizedforMetabolomicsWorkbench
20230804_QC-3.mzML
OrganizedforMetabolomicsWorkbench
20230830_4KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20230830_4KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20230830_4KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20230830_4KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20230830_4KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20230830_4KO-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20230830_Blank-1.mzML
OrganizedforMetabolomicsWorkbench
20230830_Blank-2.mzML
OrganizedforMetabolomicsWorkbench
20230830_Blank-3.mzML
OrganizedforMetabolomicsWorkbench
20230830_Parental-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20230830_Parental-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20230830_Parental-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20230830_Parental-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20230830_Parental-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20230830_Parental-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20230830_QC-1.mzML
OrganizedforMetabolomicsWorkbench
20230830_QC-2.mzML
OrganizedforMetabolomicsWorkbench
20230830_QC-3.mzML
OrganizedforMetabolomicsWorkbench
20240206_2KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20240206_2KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20240206_2KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20240206_2KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20240206_2KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20240206_2KO-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20240206_4KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20240206_4KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20240206_4KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20240206_4KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20240206_4KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20240206_4KO-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20240206_Blank-1.mzML
OrganizedforMetabolomicsWorkbench
20240206_Blank-2.mzML
OrganizedforMetabolomicsWorkbench
20240206_Blank-3.mzML
OrganizedforMetabolomicsWorkbench
20240206_Blank-4.mzML
OrganizedforMetabolomicsWorkbench
20240206_Parental-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20240206_Parental-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20240206_Parental-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20240206_Parental-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20240206_Parental-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20240206_Parental-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20240206_QC-1.mzML
OrganizedforMetabolomicsWorkbench
20240206_QC-2.mzML
OrganizedforMetabolomicsWorkbench
20240206_QC-3.mzML
OrganizedforMetabolomicsWorkbench
20240206_QC-4.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-2KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-2KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-2KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-2KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-2KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-2KO-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-Blank-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-Blank-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-Blank-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-Parental-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-Parental-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-Parental-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-Parental-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-Parental-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0227-Parental-glutamine-3.mzML
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20240315_0227-QC-1.mzML
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20240315_0227-QC-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-2KO-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-2KO-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-2KO-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-2KO-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-2KO-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-2KO-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-Blank-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-Blank-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-Blank-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-Parental-glucose-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-Parental-glucose-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-Parental-glucose-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-Parental-glutamine-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-Parental-glutamine-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-Parental-glutamine-3.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-QC-1.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-QC-2.mzML
OrganizedforMetabolomicsWorkbench
20240315_0304-QC-3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 160 rows!
Extracted information for 160 samples.
Processing  ST002195
Initiating REDU-table generation for AN003593
Rest length is 54
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003594
Rest length is 54
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData
101_sp_male_4w_neg.mzML
MyData
101_sp_male_4w_pos.mzML
MyData
108_sp_male_4w_neg.mzML
MyData
108_sp_male_4w_pos.mzML
MyData
109_sp_male_4w_neg.mzML
MyData
109_sp_male_4w_pos.mzML
MyData
11_sp_male_8w_neg.mzML
MyData
11_sp_male_8w_pos.mzML
MyData
12_sp_male_8w_neg.mzML
MyData
12_sp_male_8w_pos.mzML
MyData
13_WT_male_10w_neg.mzML
MyData
13_WT_male_10w_pos.mzML
MyData
14_WT_male_10w_neg.mzML
MyData
14_WT_male_10w_pos.mzML
MyData
19_WT_male_10w_neg.mzML
MyData
19_WT_male_10w_pos.mzML
MyData
2_sp_male_10w_neg.mzML
MyData
2_sp_male_10w_pos.mzML
MyData
34_WT_male_8w_neg.mzML
MyData
34_WT_male_8w_pos.mzML
MyData
38_WT_male_8w_neg.mzML
MyData
38_WT_male_8w_pos.mzML
MyData
39_WT_male_8w_neg.mzML
MyData
39_WT_male_8w_pos.mzML
MyData
3_sp_male_10w_neg.mzML
MyData
3_sp_male_10w_pos.mzML
MyData
40_WT_male_8w_neg.mzML
MyData
40_WT_male_8w_pos.mzML
MyData
49_WT_P0_neg.mzML
MyData
49_WT_P0_pos.mzML
MyData
4_sp_male_10w_neg.mzML
MyData
4_sp_male_10w_pos.mzML
MyData
50_WT_P0_neg.mzML
MyData
50_WT_P0_pos.mzML
MyData
53_WT_P0_neg.mzML
MyData
53_WT_P0_pos.mzML
MyData
56_sp_P0_neg.mzML
MyData
56_sp_P0_pos.mzML
MyData
62_sp_P0_neg.mzML
MyData
62_sp_P0_pos.mzML
MyData
74_WT_male_4w_neg.mzML
MyData
74_WT_male_4w_pos.mzML
MyData
78_WT_male_4w_neg.mzML
MyData
78_WT_male_4w_pos.mzML
MyData
7_sp_male_8w_neg.mzML
MyData
7_sp_male_8w_pos.mzML
MyData
89_WT_male_4w_neg.mzML
MyData
89_WT_male_4w_pos.mzML
MyData
8_sp_male_8w_neg.mzML
MyData
8_sp_male_8w_pos.mzML
MyData
blank_IS_neg.mzML
MyData
blank_IS_pos.mzML
MyData
blank_neg.mzML
MyData
blank_pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST002085
Initiating REDU-table generation for AN003402
Rest length is 10
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003403
Rest length is 10
raw file key found./app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1243/3150 [1:42:33<53:29:31, 100.98s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 39%|███▉      | 1244/3150 [1:42:35<38:29:58, 72.72s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|███▉      | 1245/3150 [1:42:38<27:41:34, 52.33s/it]
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
QQQ
20181221_hProdh2_OE_1_M62.d
QQQ
20181221_hProdh2_OE_2_M62.d
QQQ
20181221_hProdh2_OE_3_M62.d
QQQ
20181221_hProdh2_OE_4_M62.d
QQQ
20181221_hProdh2_OE_5_M62.d
QQQ
20181221_hProdh2_OE_Vector1_M62.d
QQQ
20181221_hProdh2_OE_Vector2_M62.d
QQQ
20181221_hProdh2_OE_Vector3_M62.d
QQQ
20181221_hProdh2_OE_Vector4_M62.d
QQQ
20181221_hProdh2_OE_Vector5_M62.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST001773
Initiating REDU-table generation for AN002880
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP902.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP903.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP904.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP905.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP906.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP907.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP908.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP909.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP910.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP911.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP912.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP913.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP914_pool1x_a.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP914_pool1x_b.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP914_pool1x_c.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP915_poo03x.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP916_pool01x.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_BP916_pool01x_a.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_blank1.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_blank2.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_blank3.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_blank4.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_blank5.raw
2021425_QEF1_HILIC_plasma3buffer_poolOptis_blank6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002043
Initiating REDU-table generation for AN003324
Rest length is 94
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
302919 sean wilson raw samples
170717cZKsa01_1.cdf
302919 sean wilson raw samples
170717cZKsa02_2.cdf
302919 sean wilson raw samples
170717cZKsa03_1.cdf
302919 sean wilson raw samples
170717cZKsa04_1.cdf
302919 sean wilson raw samples
170717cZKsa05_1.cdf
302919 sean wilson raw samples
170717cZKsa06_1.cdf
302919 sean wilson raw samples
170717cZKsa07_2.cdf
302919 sean wilson raw samples
170717cZKsa08_1.cdf
302919 sean wilson raw samples
170717cZKsa09_1.cdf
302919 sean wilson raw samples
170717cZKsa10_1.cdf
302919 sean wilson raw samples
170717cZKsa11_1.cdf
302919 sean wilson raw samples
170717cZKsa12_1.cdf
302919 sean wilson raw samples
170717cZKsa13_5.cdf
302919 sean wilson raw samples
170717cZKsa14_1.cdf
302919 sean wilson raw samples
170717cZKsa15_1.cdf
302919 sean wilson raw samples
170717cZKsa16_1.cdf
302919 sean wilson raw samples
170717cZKsa17_1.cdf
302919 sean wilson raw samples
170717cZKsa18_1.cdf
302919 sean wilson raw samples
170717cZKsa19_1.cdf
302919 sean wilson raw samples
170717cZKsa20_1.cdf
302919 sean wilson raw samples
170717cZKsa21_1.cdf
302919 sean wilson raw samples
170717cZKsa22_1.cdf
302919 sean wilson raw samples
170717cZKsa23_1.cdf
302919 sean wilson raw samples
170717cZKsa24_2.cdf
302919 sean wilson raw samples
170717cZKsa25_2.cdf
302919 sean wilson raw samples
170717cZKsa26_1.cdf
302919 sean wilson raw samples
170717cZKsa27_1.cdf
302919 sean wilson raw samples
170717cZKsa28_1.cdf
302919 sean wilson raw samples
170717cZKsa29_1.cdf
302919 sean wilson raw samples
170717cZKsa30_1.cdf
302919 sean wilson raw samples
170717cZKsa31_2.cdf
302919 sean wilson raw samples
170717cZKsa32_2.cdf
302919 sean wilson raw samples
170717cZKsa33_2.cdf
302919 sean wilson raw samples
170717cZKsa34_2.cdf
302919 sean wilson raw samples
170717cZKsa35_2.cdf
302919 sean wilson raw samples
170717cZKsa36_4.cdf
302919 sean wilson raw samples
170717cZKsa37_3.cdf
302919 sean wilson raw samples
170717cZKsa38_3.cdf
302919 sean wilson raw samples
170717cZKsa39_4.cdf
302919 sean wilson raw samples
170717cZKsa40_3.cdf
302919 sean wilson raw samples
170717cZKsa41_3.cdf
302919 sean wilson raw samples
170717cZKsa42_3.cdf
302919 sean wilson raw samples
170717cZKsa43_3.cdf
302919 sean wilson raw samples
170717cZKsa44_2.cdf
302919 sean wilson raw samples
170717cZKsa45_2.cdf
302919 sean wilson raw samples
170717cZKsa46_2.cdf
302919 sean wilson raw samples
170717cZKsa47_3.cdf
302919 sean wilson raw samples
170717cZKsa48_2.cdf
302919 sean wilson raw samples
170717cZKsa49_2.cdf
302919 sean wilson raw samples
170717cZKsa50_2.cdf
302919 sean wilson raw samples
170718cZKsa01_2.cdf
302919 sean wilson raw samples
170718cZKsa02_2.cdf
302919 sean wilson raw samples
170718cZKsa03_2.cdf
302919 sean wilson raw samples
170718cZKsa04_2.cdf
302919 sean wilson raw samples
170718cZKsa05_2.cdf
302919 sean wilson raw samples
170718cZKsa06_2.cdf
302919 sean wilson raw samples
170718cZKsa07_2.cdf
302919 sean wilson raw samples
170718cZKsa08_2.cdf
302919 sean wilson raw samples
170718cZKsa09_3.cdf
302919 sean wilson raw samples
170718cZKsa10_3.cdf
302919 sean wilson raw samples
170718cZKsa11_2.cdf
302919 sean wilson raw samples
170718cZKsa12_2.cdf
302919 sean wilson raw samples
170718cZKsa13_2.cdf
302919 sean wilson raw samples
170718cZKsa14_2.cdf
302919 sean wilson raw samples
170718cZKsa15_2.cdf
302919 sean wilson raw samples
170718cZKsa16_2.cdf
302919 sean wilson raw samples
170718cZKsa17_2.cdf
302919 sean wilson raw samples
170718cZKsa18_2.cdf
302919 sean wilson raw samples
170718cZKsa19_2.cdf
302919 sean wilson raw samples
170718cZKsa20_2.cdf
302919 sean wilson raw samples
170718cZKsa21_2.cdf
302919 sean wilson raw samples
170718cZKsa22_2.cdf
302919 sean wilson raw samples
170718cZKsa23_2.cdf
302919 sean wilson raw samples
170718cZKsa24_2.cdf
302919 sean wilson raw samples
170718cZKsa25_2.cdf
302919 sean wilson raw samples
170718cZKsa26_2.cdf
302919 sean wilson raw samples
170718cZKsa27_2.cdf
302919 sean wilson raw samples
170718cZKsa28_2.cdf
302919 sean wilson raw samples
170718cZKsa29_2.cdf
302919 sean wilson raw samples
170718cZKsa30_2.cdf
302919 sean wilson raw samples
170718cZKsa31_1.cdf
302919 sean wilson raw samples
170718cZKsa32_1.cdf
302919 sean wilson raw samples
170718cZKsa33_4.cdf
302919 sean wilson raw samples
170718cZKsa34_1.cdf
302919 sean wilson raw samples
170718cZKsa35_1.cdf
302919 sean wilson raw samples
170718cZKsa36_1.cdf
302919 sean wilson raw samples
170718cZKsa37_1.cdf
302919 sean wilson raw samples
170718cZKsa38_1.cdf
302919 sean wilson raw samples
170718cZKsa39_5.cdf
302919 sean wilson raw samples
170718cZKsa40_1.cdf
302919 sean wilson raw samples
170718cZKsa41_2.cdf
302919 sean wilson raw samples
170718cZKsa42_1.cdf
302919 sean wilson raw samples
170718cZKsa43_1.cdf
302919 sean wilson raw samples
170718cZKsa44_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 94 rows!
Extracted information for 94 samples.
Processing  ST000192
No raw data detected. Ignoring ST000192
Processing  ST002168
Initiating REDU-table generation for AN003552
Rest length is 1088
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SiMetData
B001_1.mzML
SiMetData
B001_2.mzML
SiMetData
B001_3.mzML
SiMetData
B002_1.mzML
SiMetData
B002_2.mzML
SiMetData
B002_3.mzML
SiMetData
B003_1.mzML
SiMetData
B003_2.mzML
SiMetData
B003_3.mzML
SiMetData
B004_1.mzML
SiMetData
B004_2.mzML
SiMetData
B004_3.mzML
SiMetData
B005_1.mzML
SiMetData
B005_2.mzML
SiMetData
B005_3.mzML
SiMetData
B006_1.mzML
SiMetData
B006_2.mzML
SiMetData
B006_3.mzML
SiMetData
B007_1.mzML
SiMetData
B007_2.mzML
SiMetData
B007_3.mzML
SiMetData
B008_1.mzML
SiMetData
B008_2.mzML
SiMetData
B008_3.mzML
SiMetData
B013_1.mzML
SiMetData
B013_2.mzML
SiMetData
B013_3.mzML
SiMetData
B015_1.mzML
SiMetData
B015_2.mzML
SiMetData
B015_3.mzML
SiMetData
B016_1.mzML
SiMetData
B016_2.mzML
SiMetData
B016_3.mzML
SiMetData
B019_1.mzML
SiMetData
B019_2.mzML
SiMetData
B019_3.mzML
SiMetData
B020_1.mzML
SiMetData
B020_2.mzML
SiMetData
B020_3.mzML
SiMetData
B021_1.mzML
SiMetData
B021_2.mzML
SiMetData
B021_3.mzML
SiMetData
B022_1.mzML
SiMetData
B022_2.mzML
SiMetData
B022_3.mzML
SiMetData
B023_1.mzML
SiMetData
B023_2.mzML
SiMetData
B023_3.mzML
SiMetData
B024_1.mzML
SiMetData
B024_2.mzML
SiMetData
B024_3.mzML
SiMetData
B025_1.mzML
SiMetData
B025_2.mzML
SiMetData
B025_3.mzML
SiMetData
B026_1.mzML
SiMetData
B026_2.mzML
SiMetData
B026_3.mzML
SiMetData
B027_1.mzML
SiMetData
B027_2.mzML
SiMetData
B027_3.mzML
SiMetData
B028_1.mzML
SiMetData
B028_2.mzML
SiMetData
B028_3.mzML
SiMetData
B030_1.mzML
SiMetData
B030_2.mzML
SiMetData
B030_3.mzML
SiMetData
B031_1.mzML
SiMetData
B031_2.mzML
SiMetData
B031_3.mzML
SiMetData
B032_1.mzML
SiMetData
B032_2.mzML
SiMetData
B032_3.mzML
SiMetData
B033_1.mzML
SiMetData
B033_2.mzML
SiMetData
B033_3.mzML
SiMetData
B034_1.mzML
SiMetData
B034_2.mzML
SiMetData
B034_3.mzML
SiMetData
B037_1.mzML
SiMetData
B037_2.mzML
SiMetData
B037_3.mzML
SiMetData
B038_1.mzML
SiMetData
B038_2.mzML
SiMetData
B038_3.mzML
SiMetData
B039_1.mzML
SiMetData
B039_2.mzML
SiMetData
B039_3.mzML
SiMetData
B040_1.mzML
SiMetData
B040_2.mzML
SiMetData
B040_3.mzML
SiMetData
B041_1.mzML
SiMetData
B041_2.mzML
SiMetData
B041_3.mzML
SiMetData
B042_1.mzML
SiMetData
B042_2.mzML
SiMetData
B042_3.mzML
SiMetData
B043_1.mzML
SiMetData
B043_2.mzML
SiMetData
B043_3.mzML
SiMetData
B045_1.mzML
SiMetData
B045_2.mzML
SiMetData
B045_3.mzML
SiMetData
B046_1.mzML
SiMetData
B046_2.mzML
SiMetData
B046_3.mzML
SiMetData
B047_1.mzML
SiMetData
B047_2.mzML
SiMetData
B047_3.mzML
SiMetData
B048_1.mzML
SiMetData
B048_2.mzML
SiMetData
B048_3.mzML
SiMetData
B049_1.mzML
SiMetData
B049_2.mzML
SiMetData
B049_3.mzML
SiMetData
B050_1.mzML
SiMetData
B050_2.mzML
SiMetData
B050_3.mzML
SiMetData
B051_1.mzML
SiMetData
B051_2.mzML
SiMetData
B051_3.mzML
SiMetData
B053_1.mzML
SiMetData
B053_2.mzML
SiMetData
B053_3.mzML
SiMetData
B054_1.mzML
SiMetData
B054_2.mzML
SiMetData
B054_3.mzML
SiMetData
B055_1.mzML
SiMetData
B055_2.mzML
SiMetData
B055_3.mzML
SiMetData
B056_1.mzML
SiMetData
B056_2.mzML
SiMetData
B056_3.mzML
SiMetData
B057_1.mzML
SiMetData
B057_2.mzML
SiMetData
B057_3.mzML
SiMetData
B058_1.mzML
SiMetData
B058_2.mzML
SiMetData
B058_3.mzML
SiMetData
B059_1.mzML
SiMetData
B059_2.mzML
SiMetData
B059_3.mzML
SiMetData
B061_1.mzML
SiMetData
B061_2.mzML
SiMetData
B061_3.mzML
SiMetData
B062_1.mzML
SiMetData
B062_2.mzML
SiMetData
B062_3.mzML
SiMetData
B063_1.mzML
SiMetData
B063_2.mzML
SiMetData
B063_3.mzML
SiMetData
B064_1.mzML
SiMetData
B064_2.mzML
SiMetData
B064_3.mzML
SiMetData
B066_1.mzML
SiMetData
B066_2.mzML
SiMetData
B066_3.mzML
SiMetData
B067_1.mzML
SiMetData
B067_2.mzML
SiMetData
B067_3.mzML
SiMetData
B068_1.mzML
SiMetData
B068_2.mzML
SiMetData
B068_3.mzML
SiMetData
B069_1.mzML
SiMetData
B069_2.mzML
SiMetData
B069_3.mzML
SiMetData
B070_1.mzML
SiMetData
B070_2.mzML
SiMetData
B070_3.mzML
SiMetData
B071_1.mzML
SiMetData
B071_2.mzML
SiMetData
B071_3.mzML
SiMetData
B073_1.mzML
SiMetData
B073_2.mzML
SiMetData
B073_3.mzML
SiMetData
B074_1.mzML
SiMetData
B074_2.mzML
SiMetData
B074_3.mzML
SiMetData
B075_1.mzML
SiMetData
B075_2.mzML
SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
B083_2.mzML
SiMetData
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SiMetData
B085_1.mzML
SiMetData
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SiMetData
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SiMetData
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SiMetData
B089_2.mzML
SiMetData
B089_3.mzML
SiMetData
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SiMetData
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SiMetData
B090_3.mzML
SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
B096_2.mzML
SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
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SiMetData
B098_2.mzML
SiMetData
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SiMetData
B100_1.mzML
SiMetData
B100_2.mzML
SiMetData
B100_3.mzML
SiMetData
B101_1.mzML
SiMetData
B101_2.mzML
SiMetData
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SiMetData
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SiMetData
B103_2.mzML
SiMetData
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SiMetData
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SiMetData
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SiMetData
B104_3.mzML
SiMetData
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SiMetData
B108_2.mzML
SiMetData
B108_3.mzML
SiMetData
B109_1.mzML
SiMetData
B109_2.mzML
SiMetData
B109_3.mzML
SiMetData
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SiMetData
B110_2.mzML
SiMetData
B110_3.mzML
SiMetData
B111_1.mzML
SiMetData
B111_2.mzML
SiMetData
B111_3.mzML
SiMetData
B112_1.mzML
SiMetData
B112_2.mzML
SiMetData
B112_3.mzML
SiMetData
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SiMetData
B113_2.mzML
SiMetData
B113_3.mzML
SiMetData
B114_1.mzML
SiMetData
B114_2.mzML
SiMetData
B114_3.mzML
SiMetData
B115_1.mzML
SiMetData
B115_2.mzML
SiMetData
B115_3.mzML
SiMetData
B116_1.mzML
SiMetData
B116_2.mzML
SiMetData
B116_3.mzML
SiMetData
B118_1.mzML
SiMetData
B118_2.mzML
SiMetData
B118_3.mzML
SiMetData
B119_1.mzML
SiMetData
B119_2.mzML
SiMetData
B119_3.mzML
SiMetData
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SiMetData
B120_2.mzML
SiMetData
B120_3.mzML
SiMetData
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SiMetData
B121_2.mzML
SiMetData
B121_3.mzML
SiMetData
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SiMetData
B122_2.mzML
SiMetData
B122_3.mzML
SiMetData
B123_1.mzML
SiMetData
B123_2.mzML
SiMetData
B123_3.mzML
SiMetData
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SiMetData
B124_2.mzML
SiMetData
B124_3.mzML
SiMetData
B125_1.mzML
SiMetData
B125_2.mzML
SiMetData
B125_3.mzML
SiMetData
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SiMetData
B126_2.mzML
SiMetData
B126_3.mzML
SiMetData
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SiMetData
B127_2.mzML
SiMetData
B127_3.mzML
SiMetData
B129_1.mzML
SiMetData
B129_2.mzML
SiMetData
B129_3.mzML
SiMetData
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SiMetData
B131_2.mzML
SiMetData
B131_3.mzML
SiMetData
B134_1.mzML
SiMetData
B134_2.mzML
SiMetData
B134_3.mzML
SiMetData
B136_1.mzML
SiMetData
B136_2.mzML
SiMetData
B136_3.mzML
SiMetData
B137_1.mzML
SiMetData
B137_2.mzML
SiMetData
B137_3.mzML
SiMetData
B138_1.mzML
SiMetData
B138_2.mzML
SiMetData
B138_3.mzML
SiMetData
B139_1.mzML
SiMetData
B139_2.mzML
SiMetData
B139_3.mzML
SiMetData
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SiMetData
B140_2.mzML
SiMetData
B140_3.mzML
SiMetData
B141_1.mzML
SiMetData
B141_2.mzML
SiMetData
B141_3.mzML
SiMetData
B143_1.mzML
SiMetData
B143_2.mzML
SiMetData
B143_3.mzML
SiMetData
B145_1.mzML
SiMetData
B145_2.mzML
SiMetData
B145_3.mzML
SiMetData
B146_1.mzML
SiMetData
B146_2.mzML
SiMetData
B146_3.mzML
SiMetData
B147_1.mzML
SiMetData
B147_2.mzML
SiMetData
B147_3.mzML
SiMetData
B149_1.mzML
SiMetData
B149_2.mzML
SiMetData
B149_3.mzML
SiMetData
B150_1.mzML
SiMetData
B150_2.mzML
SiMetData
B150_3.mzML
SiMetData
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SiMetData
B151_2.mzML
SiMetData
B151_3.mzML
SiMetData
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SiMetData
B152_2.mzML
SiMetData
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SiMetData
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SiMetData
B153_2.mzML
SiMetData
B153_3.mzML
SiMetData
B154_1.mzML
SiMetData
B154_2.mzML
SiMetData
B154_3.mzML
SiMetData
B155_1.mzML
SiMetData
B155_2.mzML
SiMetData
B155_3.mzML
SiMetData
B156_1.mzML
SiMetData
B156_2.mzML
SiMetData
B156_3.mzML
SiMetData
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SiMetData
B157_2.mzML
SiMetData
B157_3.mzML
SiMetData
B159_1.mzML
SiMetData
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SiMetData
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SiMetData
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SiMetData
B160_2.mzML
SiMetData
B160_3.mzML
SiMetData
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SiMetData
B162_2.mzML
SiMetData
B162_3.mzML
SiMetData
B163_1.mzML
SiMetData
B163_2.mzML
SiMetData
B163_3.mzML
SiMetData
B164_1.mzML
SiMetData
B164_2.mzML
SiMetData
B164_3.mzML
SiMetData
B165_1.mzML
SiMetData
B165_2.mzML
SiMetData
B165_3.mzML
SiMetData
B166_1.mzML
SiMetData
B166_2.mzML
SiMetData
B166_3.mzML
SiMetData
B167_1.mzML
SiMetData
B167_2.mzML
SiMetData
B167_3.mzML
SiMetData
B168_1.mzML
SiMetData
B168_2.mzML
SiMetData
B168_3.mzML
SiMetData
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SiMetData
B169_2.mzML
SiMetData
B169_3.mzML
SiMetData
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SiMetData
B170_2.mzML
SiMetData
B170_3.mzML
SiMetData
B171_1.mzML
SiMetData
B171_2.mzML
SiMetData
B171_3.mzML
SiMetData
B172_1.mzML
SiMetData
B172_2.mzML
SiMetData
B172_3.mzML
SiMetData
B173_1.mzML
SiMetData
B173_2.mzML
SiMetData
B173_3.mzML
SiMetData
B174_1.mzML
SiMetData
B174_2.mzML
SiMetData
B174_3.mzML
SiMetData
B176_1.mzML
SiMetData
B176_2.mzML
SiMetData
B176_3.mzML
SiMetData
B177_1.mzML
SiMetData
B177_2.mzML
SiMetData
B177_3.mzML
SiMetData
B179_1.mzML
SiMetData
B179_2.mzML
SiMetData
B179_3.mzML
SiMetData
B180_1.mzML
SiMetData
B180_2.mzML
SiMetData
B180_3.mzML
SiMetData
B181_1.mzML
SiMetData
B181_2.mzML
SiMetData
B181_3.mzML
SiMetData
B182_1.mzML
SiMetData
B182_2.mzML
SiMetData
B182_3.mzML
SiMetData
B183_1.mzML
SiMetData
B183_2.mzML
SiMetData
B183_3.mzML
SiMetData
B184_1.mzML
SiMetData
B184_2.mzML
SiMetData
B184_3.mzML
SiMetData
B185_1.mzML
SiMetData
B185_2.mzML
SiMetData
B185_3.mzML
SiMetData
B186_1.mzML
SiMetData
B186_2.mzML
SiMetData
B186_3.mzML
SiMetData
B187_1.mzML
SiMetData
B187_2.mzML
SiMetData
B187_3.mzML
SiMetData
B188_1.mzML
SiMetData
B188_2.mzML
SiMetData
B188_3.mzML
SiMetData
B190_1.mzML
SiMetData
B190_2.mzML
SiMetData
B190_3.mzML
SiMetData
B191_1.mzML
SiMetData
B191_2.mzML
SiMetData
B191_3.mzML
SiMetData
B192_1.mzML
SiMetData
B192_2.mzML
SiMetData
B192_3.mzML
SiMetData
B193_1.mzML
SiMetData
B193_2.mzML
SiMetData
B193_3.mzML
SiMetData
B194_1.mzML
SiMetData
B194_2.mzML
SiMetData
B194_3.mzML
SiMetData
B195_1.mzML
SiMetData
B195_2.mzML
SiMetData
B195_3.mzML
SiMetData
B196_1.mzML
SiMetData
B196_2.mzML
SiMetData
B196_3.mzML
SiMetData
B198_1.mzML
SiMetData
B198_2.mzML
SiMetData
B198_3.mzML
SiMetData
B199_1.mzML
SiMetData
B199_2.mzML
SiMetData
B199_3.mzML
SiMetData
B200_1.mzML
SiMetData
B200_2.mzML
SiMetData
B200_3.mzML
SiMetData
B202_1.mzML
SiMetData
B202_2.mzML
SiMetData
B202_3.mzML
SiMetData
B203_1.mzML
SiMetData
B203_2.mzML
SiMetData
B203_3.mzML
SiMetData
B204_1.mzML
SiMetData
B204_2.mzML
SiMetData
B204_3.mzML
SiMetData
B205_1.mzML
SiMetData
B205_2.mzML
SiMetData
B205_3.mzML
SiMetData
B208_1.mzML
SiMetData
B208_2.mzML
SiMetData
B208_3.mzML
SiMetData
B209_1.mzML
SiMetData
B209_2.mzML
SiMetData
B209_3.mzML
SiMetData
B211_1.mzML
SiMetData
B211_2.mzML
SiMetData
B211_3.mzML
SiMetData
B213_1.mzML
SiMetData
B213_2.mzML
SiMetData
B213_3.mzML
SiMetData
B214_1.mzML
SiMetData
B214_2.mzML
SiMetData
B214_3.mzML
SiMetData
B215_1.mzML
SiMetData
B215_2.mzML
SiMetData
B215_3.mzML
SiMetData
B216_1.mzML
SiMetData
B216_2.mzML
SiMetData
B216_3.mzML
SiMetData
B217_1.mzML
SiMetData
B217_2.mzML
SiMetData
B217_3.mzML
SiMetData
B219_1.mzML
SiMetData
B219_2.mzML
SiMetData
B219_3.mzML
SiMetData
B221_1.mzML
SiMetData
B221_2.mzML
SiMetData
B221_3.mzML
SiMetData
B224_1.mzML
SiMetData
B224_2.mzML
SiMetData
B224_3.mzML
SiMetData
B225_1.mzML
SiMetData
B225_2.mzML
SiMetData
B225_3.mzML
SiMetData
B227_1.mzML
SiMetData
B227_2.mzML
SiMetData
B227_3.mzML
SiMetData
B228_1.mzML
SiMetData
B228_2.mzML
SiMetData
B228_3.mzML
SiMetData
B229_1.mzML
SiMetData
B229_2.mzML
SiMetData
B229_3.mzML
SiMetData
B230_1.mzML
SiMetData
B230_2.mzML
SiMetData
B230_3.mzML
SiMetData
B231_1.mzML
SiMetData
B231_2.mzML
SiMetData
B231_3.mzML
SiMetData
B233_1.mzML
SiMetData
B233_2.mzML
SiMetData
B233_3.mzML
SiMetData
B234_1.mzML
SiMetData
B234_2.mzML
SiMetData
B234_3.mzML
SiMetData
B235_1.mzML
SiMetData
B235_2.mzML
SiMetData
B235_3.mzML
SiMetData
B237_1.mzML
SiMetData
B237_2.mzML
SiMetData
B237_3.mzML
SiMetData
B238_1.mzML
SiMetData
B238_2.mzML
SiMetData
B238_3.mzML
SiMetData
B239_1.mzML
SiMetData
B239_2.mzML
SiMetData
B239_3.mzML
SiMetData
B240_1.mzML
SiMetData
B240_2.mzML
SiMetData
B240_3.mzML
SiMetData
B241_1.mzML
SiMetData
B241_2.mzML
SiMetData
B241_3.mzML
SiMetData
B242_1.mzML
SiMetData
B242_2.mzML
SiMetData
B242_3.mzML
SiMetData
B243_1.mzML
SiMetData
B243_2.mzML
SiMetData
B243_3.mzML
SiMetData
B244_1.mzML
SiMetData
B244_2.mzML
SiMetData
B244_3.mzML
SiMetData
B245_1.mzML
SiMetData
B245_2.mzML
SiMetData
B245_3.mzML
SiMetData
B246_1.mzML
SiMetData
B246_2.mzML
SiMetData
B246_3.mzML
SiMetData
B247_1.mzML
SiMetData
B247_2.mzML
SiMetData
B247_3.mzML
SiMetData
B248_1.mzML
SiMetData
B248_2.mzML
SiMetData
B248_3.mzML
SiMetData
B249_1.mzML
SiMetData
B249_2.mzML
SiMetData
B249_3.mzML
SiMetData
B251_1.mzML
SiMetData
B251_2.mzML
SiMetData
B251_3.mzML
SiMetData
B252_1.mzML
SiMetData
B252_2.mzML
SiMetData
B252_3.mzML
SiMetData
B253_1.mzML
SiMetData
B253_2.mzML
SiMetData
B253_3.mzML
SiMetData
B254_1.mzML
SiMetData
B254_2.mzML
SiMetData
B254_3.mzML
SiMetData
B255_1.mzML
SiMetData
B255_2.mzML
SiMetData
B255_3.mzML
SiMetData
B256_1.mzML
SiMetData
B256_2.mzML
SiMetData
B256_3.mzML
SiMetData
B257_1.mzML
SiMetData
B257_2.mzML
SiMetData
B257_3.mzML
SiMetData
B258_1.mzML
SiMetData
B258_2.mzML
SiMetData
B258_3.mzML
SiMetData
B261_1.mzML
SiMetData
B261_2.mzML
SiMetData
B261_3.mzML
SiMetData
B262_1.mzML
SiMetData
B262_2.mzML
SiMetData
B262_3.mzML
SiMetData
B263_1.mzML
SiMetData
B263_2.mzML
SiMetData
B263_3.mzML
SiMetData
B264_1.mzML
SiMetData
B264_2.mzML
SiMetData
B264_3.mzML
SiMetData
B268_1.mzML
SiMetData
B268_2.mzML
SiMetData
B268_3.mzML
SiMetData
B269_1.mzML
SiMetData
B269_2.mzML
SiMetData
B269_3.mzML
SiMetData
B272_1.mzML
SiMetData
B272_2.mzML
SiMetData
B272_3.mzML
SiMetData
B273_1.mzML
SiMetData
B273_2.mzML
SiMetData
B273_3.mzML
SiMetData
B274_1.mzML
SiMetData
B274_2.mzML
SiMetData
B274_3.mzML
SiMetData
B276_1.mzML
SiMetData
B276_2.mzML
SiMetData
B276_3.mzML
SiMetData
B277_1.mzML
SiMetData
B277_2.mzML
SiMetData
B277_3.mzML
SiMetData
B278_1.mzML
SiMetData
B278_2.mzML
SiMetData
B278_3.mzML
SiMetData
B279_1.mzML
SiMetData
B279_2.mzML
SiMetData
B279_3.mzML
SiMetData
B280_1.mzML
SiMetData
B280_2.mzML
SiMetData
B280_3.mzML
SiMetData
B281_1.mzML
SiMetData
B281_2.mzML
SiMetData
B281_3.mzML
SiMetData
B283_1.mzML
SiMetData
B283_2.mzML
SiMetData
B283_3.mzML
SiMetData
B284_1.mzML
SiMetData
B284_2.mzML
SiMetData
B284_3.mzML
SiMetData
B286_1.mzML
SiMetData
B286_2.mzML
SiMetData
B286_3.mzML
SiMetData
B287_1.mzML
SiMetData
B287_2.mzML
SiMetData
B287_3.mzML
SiMetData
B288_1.mzML
SiMetData
B288_2.mzML
SiMetData
B288_3.mzML
SiMetData
B289_1.mzML
SiMetData
B289_2.mzML
SiMetData
B289_3.mzML
SiMetData
B291_1.mzML
SiMetData
B291_2.mzML
SiMetData
B291_3.mzML
SiMetData
B292_1.mzML
SiMetData
B292_2.mzML
SiMetData
B292_3.mzML
SiMetData
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SiMetData/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1085 rows!
Extracted information for 1085 samples.
Processing  ST001692
Initiating REDU-table generation for AN002762
Rest length is 527
raw file key found.
Initiating REDU-table generation for AN002763
Rest length is 527
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
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CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_074.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_076.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_078.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_080.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_082.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_084.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_086.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_088.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_090.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_092.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_094.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_096.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_098.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_100.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_102.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_104.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_106.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_108.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_110.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_112.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_114.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_116.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_118.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_120.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_122.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_124.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_126.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_128.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_130.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_132.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_134.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_136.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_138.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_140.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_142.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_144.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_146.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_148.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_150.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_152.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_154.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_156.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_158.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_160.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_162.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_164.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_166.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_168.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_170.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_172.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_174.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_176.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_178.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_180.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_182.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200923_HRE0010_184.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_002.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_004.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_006.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_008.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_010.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_012.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_014.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_016.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_018.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_020.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_022.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_024.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_026.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_028.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_030.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_032.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_034.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_036.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_038.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_040.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_042.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_044.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_046.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_048.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_050.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_052.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_054.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_056.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_058.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_060.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_062.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_064.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_066.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_068.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_070.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_072.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_074.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_076.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_078.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_080.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_082.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_084.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_086.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_088.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_090.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_092.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_094.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_096.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_098.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_100.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_102.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_104.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_106.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_108.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_110.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_112.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_114.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_116.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_118.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_120.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_122.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_124.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_126.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_128.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_130.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_132.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_134.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_136.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_138.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_140.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200924_HRE0010_142.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_144.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_146.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_148.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_150.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_152.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_154.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_156.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_158.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_160.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_162.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_164.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_166.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_168.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_170.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_172.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_174.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_176.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_178.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_180.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_182.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200924_HRE0010_184.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_002.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_006.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_008.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_014.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_016.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_018.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_022.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_028.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_032.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_034.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_036.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_038.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_042.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_046.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_048.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_050.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_052.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_054.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_056.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_058.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200925_HRE0010_060.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_062.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_064.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_066.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_068.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_070.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_072.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_074.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_078.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_080.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_082.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_084.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_086.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_088.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_090.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_092.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_094.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_096.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_098.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_100.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_102.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_104.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_106.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_108.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_110.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_112.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_114.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_116.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_118.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_120.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_124.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_126.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_128.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_130.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_132.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_134.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_136.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_138.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_140.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_142.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_144.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_146.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_148.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_150.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_152.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_154.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_156.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_158.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_160.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_162.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_164.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_166.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_170.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_172.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_174.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_176.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_178.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_180.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_182.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_184.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_186.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_188.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_190.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200925_HRE0010_192.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_002.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_004.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_006.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_008.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_010.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_012.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_014.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_016.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_018.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_020.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_022.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_024.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_026.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_028.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_030.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_032.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_034.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_036.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_038.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_040.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_042.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_044.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_046.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_048.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_050.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_052.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_054.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_056.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_058.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_060.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_062.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_064.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_066.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_068.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_070.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_072.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_074.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_076.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_078.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_080.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_082.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_084.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_086.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_088.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_090.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_092.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_094.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_096.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_098.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_100.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_102.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_104.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_106.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_108.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_110.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_112.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_114.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_116.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_118.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_120.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_122.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_124.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_126.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_128.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_130.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_132.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_134.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_136.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_138.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_140.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_142.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_144.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_146.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_148.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_150.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_152.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_154.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_156.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200926_HRE0010_158.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_160.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_162.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_164.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_166.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_168.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_170.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_172.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_174.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_176.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_178.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_180.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_182.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200926_HRE0010_184.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_002.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_004.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_006.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_008.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_010.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_012.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_014.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_016.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_018.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_020.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_022.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_024.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_026.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_028.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_030.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_032.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_034.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_036.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_038.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_040.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_042.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
c18neg
HRE_HFX_20200928_HRE0010_046.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_048.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_052.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_054.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_056.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_058.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_060.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_062.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_064.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_066.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_068.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_070.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_072.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_074.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_076.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_078.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_080.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_082.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_084.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_086.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_088.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_090.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_092.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_094.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_096.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_100.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_102.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_104.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_106.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_108.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_112.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_118.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_120.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_122.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_124.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_126.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_128.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_130.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_132.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_134.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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HRE_HFX_20200928_HRE0010_174.mzXML
CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021
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CHEAR_2018-2539_mzXML_Files_10Feb2021/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1054 rows!
Extracted information for 1054 samples.
Processing  ST000071
No raw data detected. Ignoring ST000071
Processing  ST001062
Initiating REDU-table generation for AN001736
Rest length is 46
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/46 [00:00<?, ?it/s]

Mapping potential matches:  41%|████▏     | 19/46 [00:00<00:00, 183.10it/s]

Mapping potential matches:  83%|████████▎ | 38/46 [00:00<00:00, 183.82it/s]
Mapping potential matches: 100%|██████████| 46/46 [00:00<00:00, 183.92it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN001737
Rest length is 46
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/46 [00:00<?, ?it/s]

Mapping potential matches:  41%|████▏     | 19/46 [00:00<00:00, 182.83it/s]

Mapping potential matches:  83%|████████▎ | 38/46 [00:00<00:00, 183.50it/s]
Mapping potential matches: 100%|██████████| 46/46 [00:00<00:00, 183.31it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN001738
Rest length is 46
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/46 [00:00<?, ?it/s]

Mapping potential matches:  41%|████▏     | 19/46 [00:00<00:00, 184.96it/s]

Mapping potential matches:  83%|████████▎ | 38/46 [00:00<00:00, 184.64it/s]
Mapping potential matches: 100%|██████████| 46/46 [00:00<00:00, 184.37it/s]

 40%|███▉      | 1250/3150 [1:42:59<8:10:34, 15.49s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|███▉      | 1251/3150 [1:43:01<6:34:12, 12.46s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002274
Initiating REDU-table generation for AN003716
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SPT_C133W_15min_01311110.mzXML
SPT_C133W_15min_01311111.mzXML
SPT_C133W_15min_01311112.mzXML
SPT_C133W_1h_01311113.mzXML
SPT_C133W_1h_01311114.mzXML
SPT_C133W_1h_01311115.mzXML
SPT_C133W_4h_01311116.mzXML
SPT_C133W_4h_01311117.mzXML
SPT_C133W_4h_01311118.mzXML
SPT_WT_15min_0131111.mzXML
SPT_WT_15min_0131112.mzXML
SPT_WT_15min_0131113.mzXML
SPT_WT_1h_0131114.mzXML
SPT_WT_1h_0131115.mzXML
SPT_WT_1h_0131116.mzXML
SPT_WT_4h_0131117.mzXML
SPT_WT_4h_0131118.mzXML
SPT_WT_4h_0131119.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000692
No raw data detected. Ignoring ST000692
Processing  ST000884
Initiating REDU-table generation for AN001441
Rest length is 183
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx230171 deCrecy
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150623bctsa01_3.cdf
mx230171 deCrecy
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150623bctsa02_3.cdf
mx230171 deCrecy
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150623bctsa03_3.cdf
mx230171 deCrecy
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150623bctsa04_4.cdf
mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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150623bctsa10_2.cdf
mx230171 deCrecy
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150623bctsa11_2.cdf
mx230171 deCrecy
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150623bctsa13_2.cdf
mx230171 deCrecy
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150623bctsa14_2.cdf
mx230171 deCrecy
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150623bctsa15_2.cdf
mx230171 deCrecy
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150623bctsa16_2.cdf
mx230171 deCrecy
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150623bctsa17_2.cdf
mx230171 deCrecy
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150623bctsa18_2.cdf
mx230171 deCrecy
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150623bctsa19_2.cdf
mx230171 deCrecy
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150623bctsa22_2.cdf
mx230171 deCrecy
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150623bctsa24_1.cdf
mx230171 deCrecy
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150623bctsa25_1.cdf
mx230171 deCrecy
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150623bctsa26_1.cdf
mx230171 deCrecy
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150623bctsa27_1.cdf
mx230171 deCrecy
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150623bctsa28_2.cdf
mx230171 deCrecy
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150624bctsa01_2.cdf
mx230171 deCrecy
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150624bctsa02_4.cdf
mx230171 deCrecy
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150624bctsa03_2.cdf
mx230171 deCrecy
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150624bctsa04_2.cdf
mx230171 deCrecy
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150624bctsa05_2.cdf
mx230171 deCrecy
Raw Data
150624bctsa06_2.cdf
mx230171 deCrecy
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150624bctsa07_2.cdf
mx230171 deCrecy
Raw Data
150624bctsa08_2.cdf
mx230171 deCrecy
Raw Data
150624bctsa09_2.cdf
mx230171 deCrecy
Raw Data
150624bctsa10_2.cdf
mx230171 deCrecy
Raw Data
150624bctsa11_2.cdf
mx230171 deCrecy
Raw Data
150624bctsa12_2.cdf
mx230171 deCrecy
Raw Data
150624bctsa13_2.cdf
mx230171 deCrecy
Raw Data
150706bctsa01_2.cdf
mx230171 deCrecy
Raw Data
150706bctsa02_2.cdf
mx230171 deCrecy
Raw Data
150706bctsa03_2.cdf
mx230171 deCrecy
Raw Data
150706bctsa04_2.cdf
mx230171 deCrecy
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150706bctsa05_3.cdf
mx230171 deCrecy
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150706bctsa06_3.cdf
mx230171 deCrecy
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150706bctsa07_2.cdf
mx230171 deCrecy
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150706bctsa08_2.cdf
mx230171 deCrecy
Raw Data
150706bctsa09_3.cdf
mx230171 deCrecy
Raw Data
150706bctsa10_2.cdf
mx230171 deCrecy
Raw Data
150706bctsa11_3.cdf
mx230171 deCrecy
Raw Data
150706bctsa12_2.cdf
mx230171 deCrecy
Raw Data
150706bctsa13_2.cdf
mx230171 deCrecy
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150706bctsa14_3.cdf
mx230171 deCrecy
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150706bctsa15_3.cdf
mx230171 deCrecy
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150706bctsa16_2.cdf
mx230171 deCrecy
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150706bctsa17_2.cdf
mx230171 deCrecy
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150706bctsa18_2.cdf
mx230171 deCrecy
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150706bctsa19_3.cdf
mx230171 deCrecy
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150706bctsa20_3.cdf
mx230171 deCrecy
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150706bctsa22_2.cdf
mx230171 deCrecy
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150706bctsa23_2.cdf
mx230171 deCrecy
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150706bctsa24_1.cdf
mx230171 deCrecy
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150706bctsa26_2.cdf
mx230171 deCrecy
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150706bctsa27_2.cdf
mx230171 deCrecy
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150706bctsa28_2.cdf
mx230171 deCrecy
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150706bctsa29_1.cdf
mx230171 deCrecy
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150706bctsa32_1.cdf
mx230171 deCrecy
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150706bctsa35_1.cdf
mx230171 deCrecy
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150706bctsa37_1.cdf
mx230171 deCrecy
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150706bctsa39_1.cdf
mx230171 deCrecy
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150706bctsa40_1.cdf
mx230171 deCrecy
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mx230171 deCrecy
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150706bctsa42_2.cdf
mx230171 deCrecy
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150706bctsa43_1.cdf
mx230171 deCrecy
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150706bctsa44_1.cdf
mx230171 deCrecy
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150706bctsa45_2.cdf
mx230171 deCrecy
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150706bctsa46_1.cdf
mx230171 deCrecy
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150706bctsa47_1.cdf
mx230171 deCrecy
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150706bctsa48_3.cdf
mx230171 deCrecy
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150706bctsa49_2.cdf
mx230171 deCrecy
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150706bctsa50_1.cdf
mx230171 deCrecy
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150707bctsa01_1.cdf
mx230171 deCrecy
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150707bctsa02_1.cdf
mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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150707bctsa21_1.cdf
mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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150707bctsa38_1.cdf
mx230171 deCrecy
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150707bctsa39_1.cdf
mx230171 deCrecy
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150707bctsa40_1.cdf
mx230171 deCrecy
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150707bctsa41_2.cdf
mx230171 deCrecy
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150707bctsa42_2.cdf
mx230171 deCrecy
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150707bctsa43_2.cdf
mx230171 deCrecy
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150707bctsa44_2.cdf
mx230171 deCrecy
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150707bctsa45_2.cdf
mx230171 deCrecy
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150707bctsa46_2.cdf
mx230171 deCrecy
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150707bctsa47_2.cdf
mx230171 deCrecy
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150707bctsa48_2.cdf
mx230171 deCrecy
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150707bctsa49_2.cdf
mx230171 deCrecy
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mx230171 deCrecy
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150708bctsa01_1.cdf
mx230171 deCrecy
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150708bctsa02_1.cdf
mx230171 deCrecy
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150708bctsa03_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|███▉      | 1253/3150 [1:43:04<4:19:01,  8.19s/it]
mx230171 deCrecy
Raw Data
150708bctsa04_1.cdf
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mx230171 deCrecy
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150708bctsa06_1.cdf
mx230171 deCrecy
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150708bctsa07_1.cdf
mx230171 deCrecy
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150708bctsa08_1.cdf
mx230171 deCrecy
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150708bctsa09_1.cdf
mx230171 deCrecy
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150708bctsa10_1.cdf
mx230171 deCrecy
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150708bctsa11_1.cdf
mx230171 deCrecy
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150708bctsa12_1.cdf
mx230171 deCrecy
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150708bctsa13_1.cdf
mx230171 deCrecy
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150708bctsa14_1.cdf
mx230171 deCrecy
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150708bctsa15_1.cdf
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150708bctsa16_1.cdf
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150708bctsa17_1.cdf
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150708bctsa22_1.cdf
mx230171 deCrecy
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150708bctsa23_1.cdf
mx230171 deCrecy
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150708bctsa24_1.cdf
mx230171 deCrecy
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150708bctsa25_1.cdf
mx230171 deCrecy
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150708bctsa26_1.cdf
mx230171 deCrecy
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150708bctsa27_1.cdf
mx230171 deCrecy
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150708bctsa28_1.cdf
mx230171 deCrecy
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150708bctsa29_1.cdf
mx230171 deCrecy
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150708bctsa30_1.cdf
mx230171 deCrecy
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150708bctsa31_1.cdf
mx230171 deCrecy
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150708bctsa32_1.cdf
mx230171 deCrecy
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150708bctsa34_1.cdf
mx230171 deCrecy
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150708bctsa35_1.cdf
mx230171 deCrecy
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150708bctsa36_1.cdf
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mx230171 deCrecy
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150708bctsa39_1.cdf
mx230171 deCrecy
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mx230171 deCrecy
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mx230171 deCrecy
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150708bctsa42_1.cdf
mx230171 deCrecy
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mx230171 deCrecy
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150708bctsa44_1.cdf
mx230171 deCrecy
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150708bctsa45_1.cdf
mx230171 deCrecy
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150708bctsa46_1.cdf
mx230171 deCrecy
Raw Data
150708bctsa47_1.cdf
mx230171 deCrecy
Raw Data
150708bctsa48_1.cdf
mx230171 deCrecy
Raw Data
150708bctsa49_1.cdf
mx230171 deCrecy
Raw Data
150708bctsa50_1.cdf
mx230171 deCrecy
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150709bctsa02_1.cdf
mx230171 deCrecy
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150709bctsa03_1.cdf
mx230171 deCrecy
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150709bctsa04_1.cdf
mx230171 deCrecy
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150709bctsa05_1.cdf
mx230171 deCrecy
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150709bctsa06_1.cdf
mx230171 deCrecy
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150709bctsa07_1.cdf
mx230171 deCrecy
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150709bctsa09_1.cdf
mx230171 deCrecy
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150709bctsa10_1.cdf
mx230171 deCrecy
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150709bctsa11_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 183 rows!
Extracted information for 183 samples.
Processing  ST002958
Initiating REDU-table generation for AN004858
Rest length is 305
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-IS01.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-IS02.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
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T012420-HartleyPlasma1-IS03.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
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T012420-HartleyPlasma1-QC01.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
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T012420-HartleyPlasma1-QC02.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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T012420-HartleyPlasma1-sample09.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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T012420-HartleyPlasma1-sample13.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
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T012420-HartleyPlasma1-sample19.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
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wetransfer_converted-mass-spec-files_2023-10-30_2205
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T012420-HartleyPlasma1-sample21.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
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T012420-HartleyPlasma1-sample28.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
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T012420-HartleyPlasma1-sample29.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample30.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample33.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample34.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample35.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample39.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample40.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample41.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample47.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample48.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample49.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample58.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma1-convert
T012420-HartleyPlasma1-sample59.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-IS04.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-IS05.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-IS06.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-QC06.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-QC07.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-QC08.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample04.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample05.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample06.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample10.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample14.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample15.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample16.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample17.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample22.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample23.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample24.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample25.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample31.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample32.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample36.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample37.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample38.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample42.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample43.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample44.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample50.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample51.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample52.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample60.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample63.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample64.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample65.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma2-convert
T012420-HartleyPlasma2-sample66.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-IS07.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-IS08.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-QC09.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-QC10.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample18.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample26.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample27.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample45.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample46.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample53.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample54.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample55.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample56.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample67.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample68.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample69.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T012420-HartleyPlasma3-convert
T012420-HartleyPlasma3-sample70.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-IS09.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-IS10.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-IS11.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-QC11.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-QC12.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-QC13.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-QC14.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-sample71.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-sample72.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-sample73.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-sample75.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-sample77.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-sample78.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-sample79.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain1-convert
T031221-Hartley-26brain1-sample80.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain2-convert
T031221-Hartley-26brain2-QC15.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain2-convert
T031221-Hartley-26brain2-QC16.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain2-convert
T031221-Hartley-26brain2-QC17.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain2-convert
T031221-Hartley-26brain2-sample81.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain2-convert
T031221-Hartley-26brain2-sample82.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T031221-Hartley-26brain2-convert
T031221-Hartley-26brain2-sample83.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-IS01.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-IS02.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-IS03.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample01.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample02.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample03.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample04.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample05.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample06.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample07.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample08.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample09.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample15.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample16.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample17.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample18.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample19.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample20.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample21.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample22.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample23.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample44.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample45.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample46.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample47.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample48.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample50.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar1-convert
T100220-Hartley-brainPolar1-Sample51.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-IS04.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-IS05.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-IS06.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-QC07.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-QC08.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-QC09.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample13.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample24.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample25.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample26.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample27.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample28.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample29.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample30.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample31.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample32.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample33.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample34.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample35.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample52.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample53.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample54.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample55.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample56.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample57.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample58.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample59.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample60.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample61.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample62.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample63.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar2-convert
T100220-Hartley-brainPolar2-Sample64.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-QC10.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample14.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample36.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample37.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample38.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample39.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample40.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample41.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample42.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample43.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample65.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample66.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample67.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample68.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample69.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T100220-Hartley-brainPolar3-convert
T100220-Hartley-brainPolar3-Sample70.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-IS01.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-IS02.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-IS03.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-QC01.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-QC02.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-QC03.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-QC04.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-QC05.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-QC06.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample01.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample02.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample06.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample07.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample16.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample17.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample21.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample22.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample26.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample27.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample31.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample32.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample36.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample37.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample41.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample42.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample46.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample47.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample51.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample52.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample56.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample61.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample66.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL1-convert
T101220-HartleySpinalPL1-sample71.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-IS04.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-IS05.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-IS06.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-QC07.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-QC08.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-QC09.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample03.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample04.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample08.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample09.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample13.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample14.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample18.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample19.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample23.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample24.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample28.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample29.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample33.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample34.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample38.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample39.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample43.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample44.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|███▉      | 1254/3150 [1:43:09<3:52:08,  7.35s/it]
T101220-HartleySpinalPL2-sample48.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample49.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample53.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample54.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample57.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample58.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample59.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample62.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample63.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample67.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL2-convert
T101220-HartleySpinalPL2-sample68.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-IS07.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-IS08.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-IS09.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-QC10.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-QC11.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-QC12.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample05.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample15.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample20.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample25.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample30.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample35.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample40.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample45.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample50.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample55.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample60.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample64.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample65.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample69.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T101220-HartleySpinalPL3-convert
T101220-HartleySpinalPL3-sample70.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-IS10.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-IS11.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-QC13 new.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-QC13 old.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-QC14 new.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-QC14 old.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-QC15 new.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-QC16 new.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-sample72.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-sample73.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-sample74.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-sample75.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-sample76.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-sample78.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-sample81.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal-convert
T112020-Hartley-22spinal-sample84.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal2-convert
T112020-Hartley-22spinal2-IS12.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal2-convert
T112020-Hartley-22spinal2-IS13.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal2-convert
T112020-Hartley-22spinal2-QC15 old.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal2-convert
T112020-Hartley-22spinal2-QC16 old.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal2-convert
T112020-Hartley-22spinal2-QC18 new.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal2-convert
T112020-Hartley-22spinal2-sample80.mzML
wetransfer_converted-mass-spec-files_2023-10-30_2205
T112020-Hartley-22spinal2-convert
T112020-Hartley-22spinal2-sample83.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 294 rows!
Extracted information for 294 samples.
Processing  ST000994
No raw data detected. Ignoring ST000994
Processing  ST002093
No raw data detected. Ignoring ST002093
Processing  ST002684
Initiating REDU-table generation for AN004357
Rest length is 56
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217016907.raw
90225016907.raw
90229016907.raw
90232016907.raw
90237016907.raw
90239016907.raw
90251016907.raw
90252016907.raw
90254016907.raw
90265016907.raw
90266016907.raw
90280016907.raw
90281016907.raw
90283016907.raw
90289016907.raw
90406016907.raw
90410016907.raw
90412016907.raw
90416016907.raw
90420016907.raw
90421016907.raw
90422016907.raw
90423016907.raw
90426016907.raw
90430016907.raw
90439016907.raw
90441016907.raw
90444016907.raw
90449016907.raw
90450016907.raw
90559016907.raw
90560016907.raw
90567016907.raw
90571016907.raw
90576016907.raw
90578016907.raw
90581016907.raw
90585016907.raw
90587016907.raw
IPE_Reference_BAT.raw
IPE_Reference_BAT02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
SED_Reference_BAT.raw
SED_Reference_BAT02.raw
SampleBlank01.raw
SampleBlank02.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 56 rows!
Extracted information for 56 samples.
Processing  ST002300
Initiating REDU-table generation for AN003756
Rest length is 2728
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_1.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_10.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_100.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_13.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_24.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_26.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_27.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_28.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_29.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_3.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_30.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_36.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_38.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_39.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_HHEAR_40.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_10.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_11.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_12.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_13.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_14.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_15.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_16.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_17.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_18.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_19.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_2.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_22.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_23.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_24.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_25.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_26.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_27.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_28.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_29.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_3.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_30.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_31.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_32.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_33.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_34.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_35.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_36.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_37.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_38.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_39.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_4.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_41.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_42.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_49.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_5.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_50.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_51.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_52.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_53.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_54.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_55.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_56.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_57.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_58.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_59.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_6.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_60.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_61.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_62.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_63.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_64.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_65.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_66.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_67.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_68.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_69.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_7.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_70.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_71.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_72.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_73.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
PZDa_NIST_75.raw
Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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Perng Zhu Dabelea-LCMS-Untargeted
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PZDa_S_82.raw
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PZDa_S_825.raw
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PZDa_S_826.raw
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PZDa_S_827.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_S_828.raw
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PZDa_S_829.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_S_83.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_S_830.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_S_831.raw
Perng Zhu Dabelea-LCMS-Untargeted
PZDa_S_832.raw
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PZDa_S_833.raw
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PZDa_S_834.raw
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PZDa_S_84.raw
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Perng Zhu Dabelea-LCMS-Untargeted/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2728 rows!
Extracted information for 2728 samples.
Processing  ST001153
Initiating REDU-table generation for AN001903
Rest length is 11
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches: 100%|██████████| 11/11 [00:00<00:00, 12030.60it/s]

 40%|███▉      | 1259/3150 [1:43:36<3:18:01,  6.28s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|████      | 1261/3150 [1:43:41<2:30:38,  4.78s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|████      | 1262/3150 [1:43:44<2:16:10,  4.33s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|████      | 1263/3150 [1:43:55<3:09:54,  6.04s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003053
Initiating REDU-table generation for AN005006
Rest length is 30
raw file key found.
Initiating REDU-table generation for AN005007
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData
Blank_1.raw
MyData
Blank_2.raw
MyData
Blank_3.raw
MyData
Control_1h_1.raw
MyData
Control_1h_2.raw
MyData
Control_1h_3.raw
MyData
Control_1h_4.raw
MyData
Control_3h_1.raw
MyData
Control_3h_2.raw
MyData
Control_3h_3.raw
MyData
Control_3h_4.raw
MyData
Control_6h_1.raw
MyData
Control_6h_2.raw
MyData
Control_6h_3.raw
MyData
Control_6h_4.raw
MyData
QC_1.raw
MyData
QC_2.raw
MyData
QC_3.raw
MyData
T_1h_1.raw
MyData
T_1h_2.raw
MyData
T_1h_3.raw
MyData
T_1h_4.raw
MyData
T_3h_1.raw
MyData
T_3h_2.raw
MyData
T_3h_3.raw
MyData
T_3h_4.raw
MyData
T_6h_1.raw
MyData
T_6h_2.raw
MyData
T_6h_3.raw
MyData
T_6h_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST003005
Initiating REDU-table generation for AN004936
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
BAT_HFD_neg_1.raw
BAT_HFD_neg_2.raw
BAT_HFD_neg_3.raw
BAT_HFD_neg_4.raw
BAT_HFD_neg_5.raw
BAT_HFD_neg_6.raw
BAT_chow_neg_1.raw
BAT_chow_neg_2.raw
BAT_chow_neg_3.raw
BAT_chow_neg_4.raw
BAT_chow_neg_5.raw
BAT_chow_neg_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002185
Initiating REDU-table generation for AN003578
Rest length is 38
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003579
Rest length is 38
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Jurkat_CCT_DATA
N_BlankA_01.mzML
Jurkat_CCT_DATA
N_BlankA_02.mzML
Jurkat_CCT_DATA
N_CCT_01.mzML
Jurkat_CCT_DATA
N_CCT_02.mzML
Jurkat_CCT_DATA
N_CCT_03.mzML
Jurkat_CCT_DATA
N_CCT_04.mzML
Jurkat_CCT_DATA
N_CCT_05.mzML
Jurkat_CCT_DATA
N_CTRL_01.mzML
Jurkat_CCT_DATA
N_CTRL_02.mzML
Jurkat_CCT_DATA
N_CTRL_03.mzML
Jurkat_CCT_DATA
N_CTRL_04.mzML
Jurkat_CCT_DATA
N_CTRL_05.mzML
Jurkat_CCT_DATA
N_QC_01.mzML
Jurkat_CCT_DATA
N_QC_02.mzML
Jurkat_CCT_DATA
P_BlankA_01.mzML
Jurkat_CCT_DATA
P_BlankA_02.mzML
Jurkat_CCT_DATA
P_CCT_01.mzML
Jurkat_CCT_DATA
P_CCT_02.mzML
Jurkat_CCT_DATA
P_CCT_03.mzML
Jurkat_CCT_DATA
P_CCT_04.mzML
Jurkat_CCT_DATA
P_CCT_05.mzML
Jurkat_CCT_DATA
P_CTRL_01.mzML
Jurkat_CCT_DATA
P_CTRL_02.mzML
Jurkat_CCT_DATA
P_CTRL_03.mzML
Jurkat_CCT_DATA
P_CTRL_04.mzML
Jurkat_CCT_DATA
P_CTRL_05.mzML
Jurkat_CCT_DATA
P_QC_01.mzML
Jurkat_CCT_DATA
P_QC_02.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST002306
Initiating REDU-table generation for AN003768
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS1_full
MSR_1_FullC18Extract_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzML
MS1_full
MSR_2_FullC18Extract_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzML
MS1_full
MSR_3_FullC18Extract_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzML
MS1_full
SAM_1_FullC18Extract_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzML
MS1_full
SAM_2_FullC18Extract_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzML
MS1_full
SAM_3_FullC18Extract_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002428
Initiating REDU-table generation for AN003951
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches:  46%|████▌     | 23/50 [00:00<00:00, 220.83it/s]

Mapping potential matches:  92%|█████████▏| 46/50 [00:00<00:00, 217.57it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 217.93it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003952
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches:  46%|████▌     | 23/50 [00:00<00:00, 220.82it/s]

Mapping potential matches:  92%|█████████▏| 46/50 [00:00<00:00, 221.09it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 220.87it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|████      | 1264/3150 [1:43:59<2:49:21,  5.39s/it]
 40%|████      | 1266/3150 [1:44:00<1:43:25,  3.29s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS_neg_C16.mzML
MS_neg_C21.mzML
MS_neg_C25.mzML
MS_neg_C28.mzML
MS_neg_C30.mzML
MS_neg_C31.mzML
MS_neg_C37.mzML
MS_neg_C38.mzML
MS_neg_C4.mzML
MS_neg_C40.mzML
MS_neg_C45.mzML
MS_neg_C46.mzML
MS_neg_C47.mzML
MS_neg_C49.mzML
MS_neg_C5.mzML
MS_neg_C51.mzML
MS_neg_C53.mzML
MS_neg_C7.mzML
MS_neg_C8.mzML
MS_neg_C9.mzML
MS_neg_CE54.mzML
MS_neg_CE55.mzML
MS_neg_CE57.mzML
MS_neg_D10.mzML
MS_neg_D11.mzML
MS_neg_D12.mzML
MS_neg_D13.mzML
MS_neg_D15.mzML
MS_neg_D16.mzML
MS_neg_D19.mzML
MS_neg_D20.mzML
MS_neg_D21.mzML
MS_neg_D22.mzML
MS_neg_D23.mzML
MS_neg_D25.mzML
MS_neg_D26.mzML
MS_neg_D27.mzML
MS_neg_D28.mzML
MS_neg_D56.mzML
MS_neg_D58.mzML
MS_neg_D59.mzML
MS_neg_DE10.mzML
MS_neg_DE11.mzML
MS_neg_DE12.mzML
MS_neg_DE5.mzML
MS_neg_DE51.mzML
MS_neg_DE52.mzML
MS_neg_DE53.mzML
MS_neg_DE54.mzML
MS_neg_DE55.mzML
MS_pos_C16.mzML
MS_pos_C21.mzML
MS_pos_C25.mzML
MS_pos_C28.mzML
MS_pos_C30.mzML
MS_pos_C31.mzML
MS_pos_C37.mzML
MS_pos_C38.mzML
MS_pos_C4.mzML
MS_pos_C40.mzML
MS_pos_C45.mzML
MS_pos_C46.mzML
MS_pos_C47.mzML
MS_pos_C49.mzML
MS_pos_C5.mzML
MS_pos_C51.mzML
MS_pos_C53.mzML
MS_pos_C7.mzML
MS_pos_C8.mzML
MS_pos_C9.mzML
MS_pos_CE54.mzML
MS_pos_CE55.mzML
MS_pos_CE57.mzML
MS_pos_D10.mzML
MS_pos_D11.mzML
MS_pos_D12.mzML
MS_pos_D13.mzML
MS_pos_D15.mzML
MS_pos_D16.mzML
MS_pos_D19.mzML
MS_pos_D20.mzML
MS_pos_D21.mzML
MS_pos_D22.mzML
MS_pos_D23.mzML
MS_pos_D25.mzML
MS_pos_D26.mzML
MS_pos_D27.mzML
MS_pos_D28.mzML
MS_pos_D56.mzML
MS_pos_D58.mzML
MS_pos_D59.mzML
MS_pos_DE10.mzML
MS_pos_DE11.mzML
MS_pos_DE12.mzML
MS_pos_DE5.mzML
MS_pos_DE51.mzML
MS_pos_DE52.mzML
MS_pos_DE53.mzML
MS_pos_DE54.mzML
MS_pos_DE55.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 100 rows!
Extracted information for 100 samples.
Processing  ST000490
No raw data detected. Ignoring ST000490
Processing  ST003521
Initiating REDU-table generation for AN005782
Rest length is 58
Adding raw data not present in REST for sample Blank_1 named Blank_1
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN005783
Rest length is 58
Adding raw data not present in REST for sample Blank_1 named Blank_1
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST000519
No raw data detected. Ignoring ST000519
Processing  ST001811
Initiating REDU-table generation for AN002935
Rest length is 60
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 407.09it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002936
Rest length is 60
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 406.93it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|████      | 1268/3150 [1:44:04<1:25:16,  2.72s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|████      | 1269/3150 [1:44:06<1:21:32,  2.60s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|████      | 1271/3150 [1:44:08<1:03:12,  2.02s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Targeted_metabolite_analysis
AA-CS2-PRM.raw
Targeted_metabolite_analysis
AA-CS5-PRM.raw
Targeted_metabolite_analysis
GAT-GLN-1-neg-PRM.raw
Targeted_metabolite_analysis
GAT-GLN-1-pos-PRM.raw
Targeted_metabolite_analysis
GAT-GLN-2-neg-PRM.raw
Targeted_metabolite_analysis
GAT-GLN-2-pos-PRM.raw
Targeted_metabolite_analysis
GAT-GLN-3-neg-PRM.raw
Targeted_metabolite_analysis
GAT-GLN-3-pos-PRM.raw
Targeted_metabolite_analysis
GATp10GLN-1-neg-PRM.raw
Targeted_metabolite_analysis
GATp10GLN-1-pos-PRM.raw
Targeted_metabolite_analysis
GATp10GLN-2-neg-PRM.raw
Targeted_metabolite_analysis
GATp10GLN-2-pos-PRM.raw
Targeted_metabolite_analysis
GATp10GLN-3-neg-PRM.raw
Targeted_metabolite_analysis
GATp10GLN-3-pos-PRM.raw
Targeted_metabolite_analysis
GATp2GLN-1-neg-PRM.raw
Targeted_metabolite_analysis
GATp2GLN-1-pos-PRM.raw
Targeted_metabolite_analysis
GATp2GLN-2-neg-PRM.raw
Targeted_metabolite_analysis
GATp2GLN-2-pos-PRM.raw
Targeted_metabolite_analysis
GATp2GLN-3-neg-PRM.raw
Targeted_metabolite_analysis
GATp2GLN-3-pos-PRM.raw
Targeted_metabolite_analysis
GATp2GLU-1-neg-PRM.raw
Targeted_metabolite_analysis
GATp2GLU-1-pos-PRM.raw
Targeted_metabolite_analysis
GATp2GLU-2-neg-PRM.raw
Targeted_metabolite_analysis
GATp2GLU-2-pos-PRM.raw
Targeted_metabolite_analysis
GATp2GLU-3-neg-PRM.raw
Targeted_metabolite_analysis
GATp2GLU-3-pos-PRM.raw
Targeted_metabolite_analysis
OA-CS2-PRM.raw
Targeted_metabolite_analysis
OA-CS5-PRM.raw
Targeted_metabolite_analysis
WT-GLN-1-neg-PRM.raw
Targeted_metabolite_analysis
WT-GLN-1-pos-PRM.raw
Targeted_metabolite_analysis
WT-GLN-2-neg-PRM.raw
Targeted_metabolite_analysis
WT-GLN-2-pos-PRM.raw
Targeted_metabolite_analysis
WT-GLN-3-neg-PRM.raw
Targeted_metabolite_analysis
WT-GLN-3-pos-PRM.raw
Targeted_metabolite_analysis
WTp10GLN-1-neg-PRM.raw
Targeted_metabolite_analysis
WTp10GLN-1-pos-PRM.raw
Targeted_metabolite_analysis
WTp10GLN-2-neg-PRM.raw
Targeted_metabolite_analysis
WTp10GLN-2-pos-PRM.raw
Targeted_metabolite_analysis
WTp10GLN-3-neg-PRM.raw
Targeted_metabolite_analysis
WTp10GLN-3-pos-PRM.raw
Targeted_metabolite_analysis
WTp2GLN-1-neg-PRM.raw
Targeted_metabolite_analysis
WTp2GLN-1-pos-PRM.raw
Targeted_metabolite_analysis
WTp2GLN-2-neg-PRM.raw
Targeted_metabolite_analysis
WTp2GLN-2-pos-PRM.raw
Targeted_metabolite_analysis
WTp2GLN-3-neg-PRM.raw
Targeted_metabolite_analysis
WTp2GLN-3-pos-PRM.raw
Targeted_metabolite_analysis
WTp2GLU-1-neg-PRM.raw
Targeted_metabolite_analysis
WTp2GLU-1-pos-PRM.raw
Targeted_metabolite_analysis
WTp2GLU-2-neg-PRM.raw
Targeted_metabolite_analysis
WTp2GLU-2-pos-PRM.raw
Targeted_metabolite_analysis
WTp2GLU-3-neg-PRM.raw
Targeted_metabolite_analysis
WTp2GLU-3-pos-PRM.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 52 rows!
Extracted information for 52 samples.
Processing  ST002458
Initiating REDU-table generation for AN004010
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
01_WT_1.raw
02_WT_2.raw
03_WT_3.raw
04_KO_1.raw
05_KO_2.raw
06_KO_3.raw
07_KO_Rapha1.raw
08_KO_Rapha2.raw
09_KO_Rapha3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST001655
No raw data detected. Ignoring ST001655
Processing  ST000003
Initiating REDU-table generation for AN000003
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000003
StemCell Data and Raw Files
iPSC-T1R1.mzXML
ST000003
StemCell Data and Raw Files
iPSC-T1R2.mzXML
ST000003
StemCell Data and Raw Files
iPSC-T1R3.mzXML
ST000003
StemCell Data and Raw Files
iPSC-T2R1.mzXML
ST000003
StemCell Data and Raw Files
iPSC-T2R2.mzXML
ST000003
StemCell Data and Raw Files
iPSC-T2R3.mzXML
ST000003
StemCell Data and Raw Files
m15-T1R1.mzXML
ST000003
StemCell Data and Raw Files
m15-T1R2.mzXML
ST000003
StemCell Data and Raw Files
m15-T1R3.mzXML
ST000003
StemCell Data and Raw Files
m15-T2R1.mzXML
ST000003
StemCell Data and Raw Files
m15-T2R2.mzXML
ST000003
StemCell Data and Raw Files
m15-T2R3.mzXML
ST000003
StemCell Data and Raw Files
mESC-T1R1.mzXML
ST000003
StemCell Data and Raw Files
mESC-T1R2.mzXML
ST000003
StemCell Data and Raw Files
mESC-T1R3.mzXML
ST000003
StemCell Data and Raw Files
mESC-T2R1.mzXML
ST000003
StemCell Data and Raw Files
mESC-T2R2.mzXML
ST000003
StemCell Data and Raw Files
mESC-T2R3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST003474
Initiating REDU-table generation for AN005709
Rest length is 213
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20231128_MSConvert_BeefRerun
20231120_GC__01_Blank0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__02_M11B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__04_M8B_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__05_M14B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__07_M11B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__100_M4B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__102_M8A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__103_M15B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__104_Batch2_POOL_DDA_with.mzML
20231128_MSConvert_BeefRerun
20231120_GC__105_Batch2_POOL_DDA_without.mzML
20231128_MSConvert_BeefRerun
20231120_GC__106_Batch2_POOL_MSE.mzML
20231128_MSConvert_BeefRerun
20231120_GC__107_blank11.mzML
20231128_MSConvert_BeefRerun
20231120_GC__109_M5B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__10_M8B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__111_M13A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__113_M4A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__115_M10A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__119_blank12.mzML
20231128_MSConvert_BeefRerun
20231120_GC__120_M5B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__121_M14A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__122_M5B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__123_M13A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__124_M10A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__126_M14A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__127_M4A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__128_M13A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__12_blank1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__130_blank13.mzML
20231128_MSConvert_BeefRerun
20231120_GC__132_M5B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__133_M10A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__134_M4A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__138_M10A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__139_M5B_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__13_M14B_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__140_M14A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__141_blank14.mzML
20231128_MSConvert_BeefRerun
20231120_GC__142_M13A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__144_M14A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__146_M4A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__149_M14A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__151_M13A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__152_blank15.mzML
20231128_MSConvert_BeefRerun
20231120_GC__155_M4A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__157_M10A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__158_Batch3_POOL_DDA_with.mzML
20231128_MSConvert_BeefRerun
20231120_GC__159_Batch3_POOL_DDA_without.mzML
20231128_MSConvert_BeefRerun
20231120_GC__160_Batch3_POOL_MSE.mzML
20231128_MSConvert_BeefRerun
20231120_GC__161_blank16.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|████      | 1272/3150 [1:44:11<1:11:10,  2.27s/it]
20231128_MSConvert_BeefRerun
20231120_GC__162_M1A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__164_M5A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__167_M1A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__16_M8B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__172_blank17.mzML
20231128_MSConvert_BeefRerun
20231120_GC__174_M11A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__175_M1A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__176_M1B_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__177_M1B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__17_M9A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__181_M11A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__182_M11A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__183_blank18.mzML
20231128_MSConvert_BeefRerun
20231120_GC__184_M9B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__185_M9B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__188_M5A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__189_M1A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__190_M1A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__191_M1B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__192_M1B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__194_blank19.mzML
20231128_MSConvert_BeefRerun
20231120_GC__195_M11A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__197_M1B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__198_M5A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__199_M9B_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__200_M5A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__203_M5A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__205_blank20.mzML
20231128_MSConvert_BeefRerun
20231120_GC__206_M9B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__207_M9B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__20_M11B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__210_M11A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__211_Batch4_POOL_DDA_with.mzML
20231128_MSConvert_BeefRerun
20231120_GC__212_Batch4_POOL_DDA_without.mzML
20231128_MSConvert_BeefRerun
20231120_GC__213_Batch4_POOL_MSE.mzML
20231128_MSConvert_BeefRerun
20231120_GC__214_blank21.mzML
20231128_MSConvert_BeefRerun
20231120_GC__21_M9A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__22_M11B_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__23_blank3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__24_M9A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__25_M13B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__26_M14B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__27_M8B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__29_M13B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__30_M9A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__32_M13B_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__33_M13B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__34_blank4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__39_M13B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__42_M8B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__43_M11B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__45_blank5.mzML
20231128_MSConvert_BeefRerun
20231120_GC__46_M9A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__49_M14B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__50_M14B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__51_Batch1_POOL_DDA_with.mzML
20231128_MSConvert_BeefRerun
20231120_GC__52_Batch1_POOL_DDA_without.mzML
20231128_MSConvert_BeefRerun
20231120_GC__53_Batch1_POOL_MSE.mzML
20231128_MSConvert_BeefRerun
20231120_GC__54_blank6.mzML
20231128_MSConvert_BeefRerun
20231120_GC__55_M4B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__56_M15A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__58_M10B_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__59_M4B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__62_M10B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__64_M4B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__65_blank7.mzML
20231128_MSConvert_BeefRerun
20231120_GC__66_M10B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__69_M15B_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__70_M15A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__73_M4B_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__75_M15B_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__76_blank8.mzML
20231128_MSConvert_BeefRerun
20231120_GC__77_M8A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__79_M15A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__83_M8A_0.mzML
20231128_MSConvert_BeefRerun
20231120_GC__86_M8A_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__87_blank9.mzML
20231128_MSConvert_BeefRerun
20231120_GC__89_M8A_2.mzML
20231128_MSConvert_BeefRerun
20231120_GC__90_M10B_1.mzML
20231128_MSConvert_BeefRerun
20231120_GC__92_M10B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__95_M15A_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__96_M15B_3.mzML
20231128_MSConvert_BeefRerun
20231120_GC__97_M15A_4.mzML
20231128_MSConvert_BeefRerun
20231120_GC__98_blank10.mzML
20231128_MSConvert_BeefRerun
20231120_GC__99_M15B_0.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 133 rows!
Extracted information for 133 samples.
Processing  ST003353
No raw data detected. Ignoring ST003353
Processing  ST000981
Initiating REDU-table generation for AN001607
Rest length is 54
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa08_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa11_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa12_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa16_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa17_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa23_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa27_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa30_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa32_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa36_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa37_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa42_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa43_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa47_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa48_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160718cOEsa49_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa01_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa05_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa08_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa18_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa21_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa22_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa23_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa25_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa26_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa28_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa31_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa32_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa33_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa34_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa38_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa39_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa40_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa41_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa45_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa46_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa48_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160719cOEsa49_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa01_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa02_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa03_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa06_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa08_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa09_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa10_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa11_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa12_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa13_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa14_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa15_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 40%|████      | 1274/3150 [1:44:14<1:02:30,  2.00s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1277/3150 [1:44:17<47:13,  1.51s/it]  
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa16_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa17_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa18_1.cdf
Mx284214 Park GC_2nd study
Raw Data
160720cOEsa19_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST000185
No raw data detected. Ignoring ST000185
Processing  ST000474
No raw data detected. Ignoring ST000474
Processing  ST003195
Initiating REDU-table generation for AN005243
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN005244
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
K562_CBD1_NEG.mzML
MyData
K562_CBD1_POS.mzML
MyData
K562_CBD2_NEG.mzML
MyData
K562_CBD2_POS.mzML
MyData
K562_CBD3_NEG.mzML
MyData
K562_CBD3_POS.mzML
MyData
K562_CBD4_NEG.mzML
MyData
K562_CBD4_POS.mzML
MyData
K562_CBD5_NEG.mzML
MyData
K562_CBD5_POS.mzML
MyData
K562_CTR1_NEG.mzML
MyData
K562_CTR1_POS.mzML
MyData
K562_CTR2_NEG.mzML
MyData
K562_CTR2_POS.mzML
MyData
K562_CTR3_NEG.mzML
MyData
K562_CTR3_POS.mzML
MyData
K562_CTR4_NEG.mzML
MyData
K562_CTR4_POS.mzML
MyData
K562_CTR5_NEG.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 19 rows!
Extracted information for 19 samples.
Processing  ST001833
Initiating REDU-table generation for AN002975
Rest length is 143
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Sample_data-amino_acids
KIT2-0-5504_1024032808_03_0_1_1_00_1024032574.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_04_0_1_1_00_1024032657.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_05_0_1_1_00_1024032730.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_06_0_1_1_00_1024035470.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_07_0_1_1_00_1024035552.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_08_0_1_1_00_1024041155.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_09_0_1_1_00_1024041238.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_10_0_1_1_00_1024038666.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_11_0_1_1_00_1024038749.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_12_0_1_1_00_1024038821.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_15_0_1_1_00_1024032589.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_16_0_1_1_00_1024032661.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_17_0_1_1_00_1024035408.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_18_0_1_1_00_1024035484.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_19_0_1_1_00_1024035567.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_21_0_1_1_00_1024041242.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_22_0_1_1_00_1024038671.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_23_0_1_1_00_1024038753.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_24_0_1_1_00_1024038836.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_27_0_1_1_00_1024032593.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_28_0_1_1_00_1024032676.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_29_0_1_1_00_1024035412.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_30_0_1_1_00_1024035499.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_31_0_1_1_00_1024035571.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_32_0_1_1_00_1024041174.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_33_0_1_1_00_1024041257.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_34_0_1_1_00_1024038685.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_35_0_1_1_00_1024038768.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_36_0_1_1_00_1024032744.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_39_0_1_1_00_1024032604.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_40_0_1_1_00_1024032681.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_41_0_1_1_00_1024035427.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_42_0_1_1_00_1024035500.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_43_0_1_1_00_1024035586.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_44_0_1_1_00_1024041189.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_45_0_1_1_00_1024041261.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_46_0_1_1_00_1024038690.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_47_0_1_1_00_1024038772.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_48_0_1_1_00_1024032759.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_51_0_1_1_00_1024032619.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_52_0_1_1_00_1024032695.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_53_0_1_1_00_1024035431.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_54_0_1_1_00_1024035514.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_55_0_1_1_00_1024041117.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_56_0_1_1_00_1024041193.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_57_0_1_1_00_1024041276.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_58_0_1_1_00_1024038701.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_59_0_1_1_00_1024038787.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_60_0_1_1_00_1024032763.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_63_0_1_1_00_1024032623.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_64_0_1_1_00_1024032706.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_66_0_1_1_00_1024035529.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_67_0_1_1_00_1024041121.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_68_0_1_1_00_1024041204.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_69_0_1_1_00_1024041281.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_70_0_1_1_00_1024038715.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_71_0_1_1_00_1024038791.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_72_0_1_1_00_1024032778.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_74_0_1_1_00_1024032555.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_75_0_1_1_00_1024032638.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_76_0_1_1_00_1024032711.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_77_0_1_1_00_1024035451.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_78_0_1_1_00_1024035533.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_79_0_1_1_00_1024041136.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_80_0_1_1_00_1024041219.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_81_0_1_1_00_1024041295.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_82_0_1_1_00_1024038720.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_83_0_1_1_00_1024038802.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_84_0_1_1_00_1024032782.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_86_0_1_1_00_1024032560.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_87_0_1_1_00_1024032642.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_88_0_1_1_00_1024032725.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_89_0_1_1_00_1024035465.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_90_0_1_1_00_1024035548.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_91_0_1_1_00_1024041141.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_92_0_1_1_00_1024041223.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_93_0_1_1_00_1024038651.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_94_0_1_1_00_1024038734.wiff
Sample_data-amino_acids
KIT2-0-5504_1024032808_96_0_1_1_00_1024032797.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_03_0_1_1_00_1024035775.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_04_0_1_1_00_1024041378.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_05_0_1_1_00_1024041451.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_06_0_1_1_00_1024038889.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_07_0_1_1_00_1024038961.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_08_0_1_1_00_1024032948.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_09_0_1_1_00_1024033021.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1278/3150 [1:44:20<54:22,  1.74s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1279/3150 [1:44:22<57:02,  1.83s/it]
Sample_data-amino_acids
KIT2-0-5504_1024035877_10_0_1_1_00_1024033104.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_11_0_1_1_00_1024035843.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_15_0_1_1_00_1024041306.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_16_0_1_1_00_1024041382.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_17_0_1_1_00_1024041465.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_18_0_1_1_00_1024038893.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_19_0_1_1_00_1024038976.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_20_0_1_1_00_1024032952.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_21_0_1_1_00_1024033036.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_22_0_1_1_00_1024033119.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_23_0_1_1_00_1024035858.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_27_0_1_1_00_1024041311.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_28_0_1_1_00_1024041397.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_30_0_1_1_00_1024038904.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_31_0_1_1_00_1024038981.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_33_0_1_1_00_1024033041.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_34_0_1_1_00_1024035780.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_39_0_1_1_00_1024041325.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_40_0_1_1_00_1024041408.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_41_0_1_1_00_1024041484.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_42_0_1_1_00_1024038919.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_43_0_1_1_00_1024038995.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_44_0_1_1_00_1024032971.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_45_0_1_1_00_1024033055.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_46_0_1_1_00_1024035794.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_51_0_1_1_00_1024041330.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_52_0_1_1_00_1024041412.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_53_0_1_1_00_1024038841.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_54_0_1_1_00_1024038923.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_55_0_1_1_00_1024039007.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_56_0_1_1_00_1024032986.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_57_0_1_1_00_1024033060.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_58_0_1_1_00_1024035805.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_63_0_1_1_00_1024041344.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_64_0_1_1_00_1024041427.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_66_0_1_1_00_1024038938.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_67_0_1_1_00_1024039011.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_68_0_1_1_00_1024032991.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_69_0_1_1_00_1024033074.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_70_0_1_1_00_1024035810.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_74_0_1_1_00_1024035756.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_75_0_1_1_00_1024041359.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_76_0_1_1_00_1024041431.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_77_0_1_1_00_1024038860.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_78_0_1_1_00_1024038942.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_79_0_1_1_00_1024039026.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_81_0_1_1_00_1024033089.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_82_0_1_1_00_1024035824.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_86_0_1_1_00_1024035761.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_87_0_1_1_00_1024041363.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_88_0_1_1_00_1024041446.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_89_0_1_1_00_1024038874.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_90_0_1_1_00_1024038957.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_91_0_1_1_00_1024032933.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_92_0_1_1_00_1024033017.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_93_0_1_1_00_1024033093.wiff
Sample_data-amino_acids
KIT2-0-5504_1024035877_94_0_1_1_00_1024035839.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 143 rows!
Extracted information for 143 samples.
Processing  ST002876
Initiating REDU-table generation for AN004713
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Cha-Kar-20220602-01.raw
Cha-Kar-20220602-02.raw
Cha-Kar-20220602-03.raw
Cha-Kar-20220602-04.raw
Cha-Kar-20220602-05.raw
Cha-Kar-20220602-06.raw
Cha-Kar-20220602-07.raw
Cha-Kar-20220602-08.raw
Cha-Kar-20220602-09.raw
Cha-Kar-20220602-10.raw
Cha-Kar-20220602-11.raw
Cha-Kar-20220602-12.raw
Cha-Kar-20220602-13.raw
Cha-Kar-20220602-14.raw
Cha-Kar-20220602-15.raw
Cha-Kar-20220602-16.raw
Cha-Kar-20220602-17.raw
Cha-Kar-20220602-18.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST003070
No raw data detected. Ignoring ST003070
Processing  ST001302
Initiating REDU-table generation for AN002168
Rest length is 45
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 600uE CLDC BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 600uE CLDC BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 600uE CLDC BR1 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 600uE CLDC BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 600uE CLDC BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 600uE CLDC BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 600uE CLDC BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 600uE CLDC BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 600uE CLDC BR3 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 25-HR BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 25-HR BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 25-HR BR1 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 25-HR BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 25-HR BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 25-HR BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 25-HR BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 25-HR BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 25-HR BR3 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 31-HR BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 31-HR BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 31-HR BR1 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 31-HR BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 31-HR BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 31-HR BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 31-HR BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 31-HR BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 31-HR BR3 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 37-HR BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 37-HR BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 37-HR BR1 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 37-HR BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1281/3150 [1:44:25<51:38,  1.66s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1285/3150 [1:44:28<36:47,  1.18s/it]
11801 LDC 37-HR BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 37-HR BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 37-HR BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 37-HR BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 37-HR BR3 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 43-HR BR1 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 43-HR BR1 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 43-HR BR1 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 43-HR BR2 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 43-HR BR2 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 43-HR BR2 IS IDA-3.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 43-HR BR3 IS IDA-1.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 43-HR BR3 IS IDA-2.wiff
Synechococcus elongatus PCC 11801_Diurnal Cycle
11801 LDC 43-HR BR3 IS IDA-3.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST001150
No raw data detected. Ignoring ST001150
Processing  ST000675
No raw data detected. Ignoring ST000675
Processing  ST000653
No raw data detected. Ignoring ST000653
Processing  ST003104
Initiating REDU-table generation for AN005082
Rest length is 25
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005083
Rest length is 25
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ageingHeart
amide
old1.mzML
ageingHeart
amide
old10.mzML
ageingHeart
amide
old11.mzML
ageingHeart
amide
old12.mzML
ageingHeart
amide
old13.mzML
ageingHeart
amide
old2.mzML
ageingHeart
amide
old3.mzML
ageingHeart
amide
old4.mzML
ageingHeart
amide
old5.mzML
ageingHeart
amide
old6.mzML
ageingHeart
amide
old7.mzML
ageingHeart
amide
old8.mzML
ageingHeart
amide
old9.mzML
ageingHeart
amide
young1.mzML
ageingHeart
amide
young10.mzML
ageingHeart
amide
young11.mzML
ageingHeart
amide
young12.mzML
ageingHeart
amide
young2.mzML
ageingHeart
amide
young3.mzML
ageingHeart
amide
young4.mzML
ageingHeart
amide
young5.mzML
ageingHeart
amide
young6.mzML
ageingHeart
amide
young7.mzML
ageingHeart
amide
young8.mzML
ageingHeart
amide
young9.mzML
ageingHeart
hilic
old10_H.mzML
ageingHeart
hilic
old11_H.mzML
ageingHeart
hilic
old12_H.mzML
ageingHeart
hilic
old13_H.mzML
ageingHeart
hilic
old1_H.mzML
ageingHeart
hilic
old2_H.mzML
ageingHeart
hilic
old3_H.mzML
ageingHeart
hilic
old4_H.mzML
ageingHeart
hilic
old5_H.mzML
ageingHeart
hilic
old6_H.mzML
ageingHeart
hilic
old7_H.mzML
ageingHeart
hilic
old8_H.mzML
ageingHeart
hilic
old9_H.mzML
ageingHeart
hilic
young10_H.mzML
ageingHeart
hilic
young11_H.mzML
ageingHeart
hilic
young12_H.mzML
ageingHeart
hilic
young1_H.mzML
ageingHeart
hilic
young2_H.mzML
ageingHeart
hilic
young3_H.mzML
ageingHeart
hilic
young4_H.mzML
ageingHeart
hilic
young5_H.mzML
ageingHeart
hilic
young6_H.mzML
ageingHeart
hilic
young7_H.mzML
ageingHeart
hilic
young8_H.mzML
ageingHeart
hilic
young9_H.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST003177
Initiating REDU-table generation for AN005215
Rest length is 2492
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005216
Rest length is 2492
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
RA_NEG_mzML
20211215_HSY_Batch13-NEG_961.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_962.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_963.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_964.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_965.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_966.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_967.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_968.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_969.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_970.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_971.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_972.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_973.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_974.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_975.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_976.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_977.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_978.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_979.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_980.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_981.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_982.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_983.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_984.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_985.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_986.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_987.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_988.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_989.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_990.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_991.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_992.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_993.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_994.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_995.mzML
RA_NEG_mzML
20211215_HSY_Batch13-NEG_996.mzML
RA_NEG_mzML
20211215_HSY_Batch13-QCsample_NEG_01 (2).mzML
RA_NEG_mzML
20211215_HSY_Batch13-QCsample_NEG_01.mzML
RA_NEG_mzML
20211215_HSY_Batch13-QCsample_NEG_02.mzML
RA_NEG_mzML
20211215_HSY_Batch13-QCsample_NEG_03.mzML
RA_NEG_mzML
20211215_HSY_Batch13-QCsample_NEG_04.mzML
RA_NEG_mzML
20211215_HSY_Batch13-QCsample_NEG_05.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_01.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_01_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_02.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_03.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_04.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_05.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_06.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_06_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_07.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_08.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_09.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_10.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_11.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_12.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_13.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_13_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_14.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_15.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_15_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_16.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_17.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_17_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_18.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_19.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_20.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_21.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_21_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_22.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_23.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_24.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_25.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_26.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_27.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_28.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_29.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_30.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_31.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_31_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_32.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_33.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_34.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_35.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_36.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_37.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_38.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_39.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_40.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_41.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_42.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_43.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_44.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_45.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_46.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_47.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_48.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_49.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_50.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_51.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_52.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_53.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_54.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_55.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_56.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_56_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_57.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_57_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_58.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_59.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_60.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_61.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_62.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_63.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_64.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_65.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_66.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_66_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_67.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_68.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_68_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_69.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_69_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_70.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_71.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_72.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_72_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_73.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_74.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_75.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_75_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_76.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_77.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_77_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_78.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_79.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_79_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_80.mzML
RA_NEG_mzML
20211217_HSY_Batch1-NEG_80_re.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_01 (2).mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_01.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_02.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_03.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_04.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_05.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_06.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_07.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_08.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_09.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_10.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_11.mzML
RA_NEG_mzML
20211217_HSY_Batch1-QCsample_NEG_12.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_100.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_101.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_102.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_103.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_104.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_104_re.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_105.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_106.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_107.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_107_re.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_108.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_109.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_110.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_111.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_112.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_113.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_113_re.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_114.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_115.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_116.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_117.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_118.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_119.mzML
RA_NEG_mzML
20211222_HSY_Batch2-NEG_120.mzML
RA_NEG_mzML
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20220322_HSY_Batch11-POS_844.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_845.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_846.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_847.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_848.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_849.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_850.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_851.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_852.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_853.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_854.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_855.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_856.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_857.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_858.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_859.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_860.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_861.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_862.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_863.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_864.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_865.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_866.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_867.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_868.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_869.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_870.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_871.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_872.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_873.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_874.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_875.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_876.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_877.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_878.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_879.mzML
RA_POS_mzML
20220322_HSY_Batch11-POS_880.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_01 (2).mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1286/3150 [1:44:50<2:16:02,  4.38s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1288/3150 [1:44:52<1:45:24,  3.40s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1290/3150 [1:44:54<1:23:40,  2.70s/it]
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_01.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_02.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_03.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_04.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_05.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_06.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_07.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_08.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_09.mzML
RA_POS_mzML
20220322_HSY_Batch11-QCsample_POS_10.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_881.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_882.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_883.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_884.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_885.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_886.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_887.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_888.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_889.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_890.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_891.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_892.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_893.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_894.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_895.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_896.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_897.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_898.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_899.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_900.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_901.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_902.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_903.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_904.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_905.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_906.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_907.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_908.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_909.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_910.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_911.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_912.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_913.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_914.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_915.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_916.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_917.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_918.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_919.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_920.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_921.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_922.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_923.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_924.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_925.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_926.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_927.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_928.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_929.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_930.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_931.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_932.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_933.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_934.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_935.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_936.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_937.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_938.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_939.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_940.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_941.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_942.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_943.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_944.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_945.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_946.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_947.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_948.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_949.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_950.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_951.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_952.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_953.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_954.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_955.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_956.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_957.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_958.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_959.mzML
RA_POS_mzML
20220330_HSY_Batch12-POS_960.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_01 (2).mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_01.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_02.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_03.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_04.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_05.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_06.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_07.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_08.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_09.mzML
RA_POS_mzML
20220330_HSY_Batch12-QCsample_POS_10.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2492 rows!
Extracted information for 2492 samples.
Processing  ST001411
No raw data detected. Ignoring ST001411
Processing  ST002226
Initiating REDU-table generation for AN003635
Rest length is 39
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS51
MS51-01.raw
MS51
MS51-02.raw
MS51
MS51-03.raw
MS51
MS51-04.raw
MS51
MS51-05.raw
MS51
MS51-06.raw
MS51
MS51-07.raw
MS51
MS51-08.raw
MS51
MS51-09.raw
MS51
MS51-10.raw
MS51
MS51-11.raw
MS51
MS51-12.raw
MS51
MS51-13.raw
MS51
MS51-14.raw
MS51
MS51-15.raw
MS51
MS51-16.raw
MS51
MS51-17.raw
MS51
MS51-18.raw
MS51
MS51-19.raw
MS51
MS51-20.raw
MS51
MS51-21.raw
MS51
MS51-23.raw
MS51
MS51-24.raw
MS51
MS51-25.raw
MS51
MS51-26.raw
MS51
MS51-27.raw
MS51
MS51-28.raw
MS51
MS51-29.raw
MS51
MS51-30.raw
MS51
MS51-31.raw
MS51
MS51-32.raw
MS51
MS51-33.raw
MS51
MS51-34.raw
MS51
MS51-35.raw
MS51
MS51-36.raw
MS51
MS51-37.raw
MS51
MS51-38.raw
MS51
MS51-39.raw
MS51
MS51-40.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 39 rows!
Extracted information for 39 samples.
Processing  ST000014
No raw data detected. Ignoring ST000014
Processing  ST001703
Initiating REDU-table generation for AN002774
Rest length is 29
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
259417 mouse brain
160330cOEsa02_1.cdf
259417 mouse brain
160330cOEsa03_1.cdf
259417 mouse brain
160330cOEsa04_1.cdf
259417 mouse brain
160330cOEsa05_1.cdf
259417 mouse brain
160330cOEsa06_1.cdf
259417 mouse brain
160330cOEsa07_1.cdf
259417 mouse brain
160330cOEsa08_1.cdf
259417 mouse brain
160330cOEsa09_1.cdf
259417 mouse brain
160330cOEsa10_1.cdf
259417 mouse brain
160330cOEsa11_1.cdf
259417 mouse brain
160330cOEsa12_1.cdf
259417 mouse brain
160330cOEsa13_1.cdf
259417 mouse brain
160330cOEsa14_1.cdf
259417 mouse brain
160330cOEsa15_1.cdf
259417 mouse brain
160330cOEsa16_1.cdf
259417 mouse brain
160330cOEsa17_1.cdf
259417 mouse brain
160330cOEsa18_1.cdf
259417 mouse brain
160330cOEsa19_1.cdf
259417 mouse brain
160330cOEsa20_1.cdf
259417 mouse brain
160330cOEsa21_1.cdf
259417 mouse brain
160330cOEsa22_1.cdf
259417 mouse brain
160330cOEsa23_1.cdf
259417 mouse brain
160330cOEsa24_1.cdf
259417 mouse brain
160330cOEsa25_1.cdf
259417 mouse brain
160330cOEsa26_1.cdf
259417 mouse brain
160330cOEsa27_1.cdf
259417 mouse brain
160330cOEsa28_1.cdf
259417 mouse brain
160330cOEsa29_1.cdf
259417 mouse brain
160330cOEsa30_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 29 rows!
Extracted information for 29 samples.
Processing  ST003004
Initiating REDU-table generation for AN004935
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
EF_BAT_neg_1.raw
EF_BAT_neg_2.raw
EF_BAT_neg_3.raw
EF_BAT_neg_4.raw
EF_BAT_neg_5.raw
EF_eWAT_neg_1.raw
EF_eWAT_neg_2.raw
EF_eWAT_neg_3.raw
EF_eWAT_neg_4.raw
EF_eWAT_neg_5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1291/3150 [1:44:56<1:20:55,  2.61s/it]
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000402
No raw data detected. Ignoring ST000402
Processing  ST000198
No raw data detected. Ignoring ST000198
Processing  ST002704
Initiating REDU-table generation for AN004384
Rest length is 846
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
UCP_B_1.raw
UCP_B_10.raw
UCP_B_11.raw
UCP_B_12.raw
UCP_B_13.raw
UCP_B_14.raw
UCP_B_15.raw
UCP_B_16.raw
UCP_B_17.raw
UCP_B_18.raw
UCP_B_19.raw
UCP_B_2.raw
UCP_B_20.raw
UCP_B_21.raw
UCP_B_22.raw
UCP_B_23.raw
UCP_B_24.raw
UCP_B_25.raw
UCP_B_26.raw
UCP_B_27.raw
UCP_B_28.raw
UCP_B_29.raw
UCP_B_3.raw
UCP_B_30.raw
UCP_B_31.raw
UCP_B_32.raw
UCP_B_33.raw
UCP_B_34.raw
UCP_B_35.raw
UCP_B_36.raw
UCP_B_37.raw
UCP_B_38.raw
UCP_B_39.raw
UCP_B_4.raw
UCP_B_41.raw
UCP_B_42.raw
UCP_B_43.raw
UCP_B_45.raw
UCP_B_46.raw
UCP_B_47.raw
UCP_B_48.raw
UCP_B_49.raw
UCP_B_5.raw
UCP_B_50.raw
UCP_B_51.raw
UCP_B_52.raw
UCP_B_53.raw
UCP_B_54.raw
UCP_B_55.raw
UCP_B_57.raw
UCP_B_58.raw
UCP_B_59.raw
UCP_B_6.raw
UCP_B_60.raw
UCP_B_61.raw
UCP_B_62.raw
UCP_B_7.raw
UCP_B_8.raw
UCP_B_9.raw
UCP_CHEAR_U_1.raw
UCP_CHEAR_U_10.raw
UCP_CHEAR_U_11.raw
UCP_CHEAR_U_12.raw
UCP_CHEAR_U_13.raw
UCP_CHEAR_U_14.raw
UCP_CHEAR_U_15.raw
UCP_CHEAR_U_16.raw
UCP_CHEAR_U_17.raw
UCP_CHEAR_U_18.raw
UCP_CHEAR_U_19.raw
UCP_CHEAR_U_2.raw
UCP_CHEAR_U_20.raw
UCP_CHEAR_U_21.raw
UCP_CHEAR_U_22.raw
UCP_CHEAR_U_23.raw
UCP_CHEAR_U_24.raw
UCP_CHEAR_U_25.raw
UCP_CHEAR_U_26.raw
UCP_CHEAR_U_27.raw
UCP_CHEAR_U_28.raw
UCP_CHEAR_U_29.raw
UCP_CHEAR_U_3.raw
UCP_CHEAR_U_30.raw
UCP_CHEAR_U_31.raw
UCP_CHEAR_U_4.raw
UCP_CHEAR_U_5.raw
UCP_CHEAR_U_6.raw
UCP_CHEAR_U_7.raw
UCP_CHEAR_U_8.raw
UCP_CHEAR_U_9.raw
UCP_HHEAR_U1_1.raw
UCP_HHEAR_U1_10.raw
UCP_HHEAR_U1_11.raw
UCP_HHEAR_U1_12.raw
UCP_HHEAR_U1_13.raw
UCP_HHEAR_U1_14.raw
UCP_HHEAR_U1_15.raw
UCP_HHEAR_U1_16.raw
UCP_HHEAR_U1_17.raw
UCP_HHEAR_U1_18.raw
UCP_HHEAR_U1_19.raw
UCP_HHEAR_U1_2.raw
UCP_HHEAR_U1_20.raw
UCP_HHEAR_U1_21.raw
UCP_HHEAR_U1_22.raw
UCP_HHEAR_U1_23.raw
UCP_HHEAR_U1_24.raw
UCP_HHEAR_U1_25.raw
UCP_HHEAR_U1_26.raw
UCP_HHEAR_U1_27.raw
UCP_HHEAR_U1_28.raw
UCP_HHEAR_U1_29.raw
UCP_HHEAR_U1_3.raw
UCP_HHEAR_U1_30.raw
UCP_HHEAR_U1_31.raw
UCP_HHEAR_U1_4.raw
UCP_HHEAR_U1_5.raw
UCP_HHEAR_U1_6.raw
UCP_HHEAR_U1_7.raw
UCP_HHEAR_U1_8.raw
UCP_HHEAR_U1_9.raw
UCP_HHEAR_U2_1.raw
UCP_HHEAR_U2_10.raw
UCP_HHEAR_U2_11.raw
UCP_HHEAR_U2_12.raw
UCP_HHEAR_U2_13.raw
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UCP_S_345.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1294/3150 [1:45:04<1:22:12,  2.66s/it]
 41%|████      | 1296/3150 [1:45:05<58:35,  1.90s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████      | 1299/3150 [1:45:07<44:54,  1.46s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 846 rows!
Extracted information for 846 samples.
Processing  ST000548
No raw data detected. Ignoring ST000548
Processing  ST000056
No raw data detected. Ignoring ST000056
Processing  ST000390
No raw data detected. Ignoring ST000390
Processing  ST001891
No raw data detected. Ignoring ST001891
Processing  ST002892
Initiating REDU-table generation for AN004751
Rest length is 23
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20211130_Adam_K562_TC_Folate_AM591.raw
Copy of 20211130_Adam_K562_TC_Folate_AM592.raw
Copy of 20211130_Adam_K562_TC_Folate_AM593.raw
Copy of 20211130_Adam_K562_TC_Folate_AM594.raw
Copy of 20211130_Adam_K562_TC_Folate_AM595.raw
Copy of 20211130_Adam_K562_TC_Folate_AM596.raw
Copy of 20211130_Adam_K562_TC_Folate_AM597.raw
Copy of 20211130_Adam_K562_TC_Folate_AM598.raw
Copy of 20211130_Adam_K562_TC_Folate_AM599.raw
Copy of 20211130_Adam_K562_TC_Folate_AM600.raw
Copy of 20211130_Adam_K562_TC_Folate_AM601.raw
Copy of 20211130_Adam_K562_TC_Folate_AM602.raw
Copy of 20211130_Adam_K562_TC_Folate_AM603.raw
Copy of 20211130_Adam_K562_TC_Folate_AM604.raw
Copy of 20211130_Adam_K562_TC_Folate_AM605.raw
Copy of 20211130_Adam_K562_TC_Folate_AM606.raw
Copy of 20211130_Adam_K562_TC_Folate_AM607.raw
Copy of 20211130_Adam_K562_TC_Folate_AM608.raw
Copy of 20211130_Adam_K562_TC_Folate_AM609.raw
Copy of 20211130_Adam_K562_TC_Folate_AM610.raw
Copy of 20211130_Adam_K562_TC_Folate_AM611.raw
Copy of 20211130_Adam_K562_TC_Folate_AM612.raw
Copy of 20211130_Adam_K562_TC_Folate_AM613.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST003269
No raw data detected. Ignoring ST003269
Processing  ST003238
Initiating REDU-table generation for AN005303
Rest length is 8
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005304
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
4873
Neg_Serum_CreERT2_210.raw
4873
Neg_Serum_CreERT2_216.raw
4873
Neg_Serum_CreERT2_223.raw
4873
Neg_Serum_CreERT2_232.raw
4873
Neg_Serum_FF_218.raw
4873
Neg_Serum_FF_219.raw
4873
Neg_Serum_FF_225.raw
4873
Neg_Serum_FF_226.raw
4873
Pos_Serum_CreERT2_210.raw
4873
Pos_Serum_CreERT2_216.raw
4873
Pos_Serum_CreERT2_223.raw
4873
Pos_Serum_CreERT2_232.raw
4873
Pos_Serum_FF_218.raw
4873
Pos_Serum_FF_219.raw
4873
Pos_Serum_FF_225.raw
4873
Pos_Serum_FF_226.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST003514
Initiating REDU-table generation for AN005769
Rest length is 61
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/61 [00:00<?, ?it/s]

Mapping potential matches:  36%|███▌      | 22/61 [00:00<00:00, 212.04it/s]

Mapping potential matches:  72%|███████▏  | 44/61 [00:00<00:00, 211.31it/s]
Mapping potential matches: 100%|██████████| 61/61 [00:00<00:00, 208.58it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005770
Rest length is 61
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/61 [00:00<?, ?it/s]

Mapping potential matches:  34%|███▍      | 21/61 [00:00<00:00, 203.80it/s]

Mapping potential matches:  69%|██████▉   | 42/61 [00:00<00:00, 205.43it/s]
Mapping potential matches: 100%|██████████| 61/61 [00:00<00:00, 204.95it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████▏     | 1302/3150 [1:45:14<58:02,  1.88s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████▏     | 1303/3150 [1:45:17<1:05:57,  2.14s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████▏     | 1304/3150 [1:45:20<1:12:34,  2.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 41%|████▏     | 1306/3150 [1:45:23<1:01:15,  1.99s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
D01P_NEG.mzML
MyData
D01P_POS.mzML
MyData
D02P_NEG.mzML
MyData
D02P_POS.mzML
MyData
D03P_NEG.mzML
MyData
D03P_POS.mzML
MyData
D04P_NEG.mzML
MyData
D04P_POS.mzML
MyData
D05P_NEG.mzML
MyData
D05P_POS.mzML
MyData
D06P_NEG.mzML
MyData
D06P_POS.mzML
MyData
D07P_NEG.mzML
MyData
D07P_POS.mzML
MyData
D08P_NEG.mzML
MyData
D08P_POS.mzML
MyData
D09P_NEG.mzML
MyData
D09P_POS.mzML
MyData
D10P_NEG.mzML
MyData
D10P_POS.mzML
MyData
NIST_Full scan_1_NEG.mzML
MyData
NIST_Full scan_1_POS.mzML
MyData
NIST_Full scan_2_NEG.mzML
MyData
NIST_Full scan_2_POS.mzML
MyData
NIST_Full scan_3_NEG.mzML
MyData
NIST_Full scan_3_POS.mzML
MyData
NIST_Full scan_4_NEG.mzML
MyData
NIST_Full scan_4_POS.mzML
MyData
NIST_Full scan_5_NEG.mzML
MyData
NIST_Full scan_5_POS.mzML
MyData
NIST_Iterative_20ev_1_NEG.mzML
MyData
NIST_Iterative_20ev_1_POS.mzML
MyData
NIST_Iterative_20ev_2_NEG.mzML
MyData
NIST_Iterative_20ev_2_POS.mzML
MyData
NIST_Iterative_20ev_3_NEG.mzML
MyData
NIST_Iterative_20ev_3_POS.mzML
MyData
NIST_Iterative_20ev_4_NEG.mzML
MyData
NIST_Iterative_20ev_4_POS.mzML
MyData
NIST_Iterative_20ev_5_NEG.mzML
MyData
NIST_Iterative_20ev_5_POS.mzML
MyData
NIST_Iterative_40ev_1_NEG.mzML
MyData
NIST_Iterative_40ev_1_POS.mzML
MyData
NIST_Iterative_40ev_2_NEG.mzML
MyData
NIST_Iterative_40ev_2_POS.mzML
MyData
NIST_Iterative_40ev_3_NEG.mzML
MyData
NIST_Iterative_40ev_3_POS.mzML
MyData
NIST_Iterative_40ev_4_NEG.mzML
MyData
NIST_Iterative_40ev_4_POS.mzML
MyData
NIST_Iterative_40ev_5_NEG.mzML
MyData
NIST_Iterative_40ev_5_POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST000910
Initiating REDU-table generation for AN001480
Rest length is 91
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MX348649 Lipkin GC
Raw Data
170606aOEsa01_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa02_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa03_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa04_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa07_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa09_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa10_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa11_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa12_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa14_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa15_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa17_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa18_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa20_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa21_3.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa22_2.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa24_2.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa25_2.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa27_2.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa29_2.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa32_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa33_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa34_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa35_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa36_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa37_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa38_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa40_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa41_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa42_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa46_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa47_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa48_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa49_1.cdf
MX348649 Lipkin GC
Raw Data
170606aOEsa50_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa01_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa04_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa05_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa06_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa07_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa08_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa09_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa10_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa13_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa14_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa16_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa17_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa18_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa19_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa20_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa22_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa23_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa24_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa25_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa26_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa27_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa28_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa29_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa30_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa31_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa32_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa35_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa36_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa37_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa38_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa39_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa40_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa41_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa42_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa43_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa46_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa48_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa49_1.cdf
MX348649 Lipkin GC
Raw Data
170607aOEsa50_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa01_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa02_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa03_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa05_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa06_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa07_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa09_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa10_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa11_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa12_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa13_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa15_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa16_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa18_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa19_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa21_1.cdf
MX348649 Lipkin GC
Raw Data
170608aOEsa22_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 91 rows!
Extracted information for 91 samples.
Processing  ST001549
Initiating REDU-table generation for AN002580
Rest length is 16
raw file key found.
Initiating REDU-table generation for AN002581
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST001549
CP_control_1.raw
ST001549
CP_control_2.raw
ST001549
CP_control_3.raw
ST001549
CP_control_4.raw
ST001549
CP_isoprenaline_1.raw
ST001549
CP_isoprenaline_2.raw
ST001549
CP_isoprenaline_3.raw
ST001549
CP_isoprenaline_4.raw
ST001549
M_control_1.raw
ST001549
M_control_2.raw
ST001549
M_control_3.raw
ST001549
M_control_4.raw
ST001549
M_isoprenaline_1.raw
ST001549
M_isoprenaline_2.raw
ST001549
M_isoprenaline_3.raw
ST001549
M_isoprenaline_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST003013
No raw data detected. Ignoring ST003013
Processing  ST002613
Initiating REDU-table generation for AN004285
Rest length is 79
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MoTrPAc_liver_pass1b_pos_V1-20200828.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000466
No raw data detected. Ignoring ST000466
Processing  ST001112/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1309/3150 [1:45:26<47:12,  1.54s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1311/3150 [1:45:30<49:48,  1.63s/it]
No raw data detected. Ignoring ST001112
Processing  ST002242
Initiating REDU-table generation for AN003660
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DOIDCommonName:
  intermittent hypoxia: missing value
MP02
AP02_01.raw
MP02
AP02_02.raw
MP02
AP02_03.raw
MP02
AP02_04.raw
MP02
AP02_09.raw
MP02
AP02_10.raw
MP02
AP02_11.raw
MP02
AP02_12.raw
MP02
AP02_17.raw
MP02
AP02_18.raw
MP02
AP02_19.raw
MP02
AP02_20.raw
MP02
AP02_25.raw
MP02
AP02_26.raw
MP02
AP02_27.raw
MP02
AP02_28.raw
MP02
AP02_33.raw
MP02
AP02_34.raw
MP02
AP02_35.raw
MP02
AP02_36.raw
MP02
AP02_41.raw
MP02
AP02_42.raw
MP02
AP02_43.raw
MP02
AP02_44.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST003584
No raw data detected. Ignoring ST003584
Processing  ST002347
Initiating REDU-table generation for AN003832
Rest length is 146
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MzXML_Pos_mode
Start_blank.mzXML
MzXML_Pos_mode
Start_blank_20200813204327.mzXML
MzXML_Pos_mode
Start_blank_20200813232118.mzXML
MzXML_Pos_mode
Start_blank_20200814011747.mzXML
MzXML_Pos_mode
Start_blank_20200814031416.mzXML
MzXML_Pos_mode
Start_blank_20200814051051.mzXML
MzXML_Pos_mode
Start_blank_20200814070728.mzXML
MzXML_Pos_mode
Start_blank_20200814090407.mzXML
MzXML_Pos_mode
Start_blank_20200814110048.mzXML
MzXML_Pos_mode
Start_blank_20200814125728.mzXML
MzXML_Pos_mode
Start_blank_20200814150228.mzXML
MzXML_Pos_mode
Start_blank_20200814163404.mzXML
MzXML_Pos_mode
pos_pooled_QC1.mzXML
MzXML_Pos_mode
pos_pooled_QC2.mzXML
MzXML_Pos_mode
pos_pooled_QC2_20200813232930.mzXML
MzXML_Pos_mode
pos_pooled_QC2_20200814012600.mzXML
MzXML_Pos_mode
pos_pooled_QC2_20200814032229.mzXML
MzXML_Pos_mode
pos_pooled_QC2_20200814051904.mzXML
MzXML_Pos_mode
pos_pooled_QC2_20200814071541.mzXML
MzXML_Pos_mode
pos_pooled_QC2_20200814091220.mzXML
MzXML_Pos_mode
pos_pooled_QC2_20200814110901.mzXML
MzXML_Pos_mode
pos_pooled_QC2_20200814131354.mzXML
MzXML_Pos_mode
pos_pooled_QC2_20200814151041.mzXML
MzXML_Pos_mode
pos_pooled_QC3.mzXML
MzXML_Pos_mode
pos_pooled_QC4.mzXML
MzXML_Pos_mode
pos_pooled_QC5.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 26 rows!
Extracted information for 26 samples.
Processing  ST003519
No raw data detected. Ignoring ST003519
Processing  ST000650
No raw data detected. Ignoring ST000650
Processing  ST001687
Initiating REDU-table generation for AN002754
Rest length is 16
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/4 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 4/4 [00:00<00:00, 745.09it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002755
Rest length is 16
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/4 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 4/4 [00:00<00:00, 746.98it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1314/3150 [1:45:33<43:47,  1.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1317/3150 [1:45:39<51:45,  1.69s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1318/3150 [1:45:42<55:56,  1.83s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Broadfield2020
Lindsay_CD-PBS_3.1.2_A.mzML
Broadfield2020
Lindsay_HFD-DEN_3D19.1_L_A.mzML
Broadfield2020
Lindsay_HFD-DEN_3D20.1_L_A.mzML
Broadfield2020
Lindsay_HFD-PBS_3.4.3_A.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 4 rows!
Extracted information for 4 samples.
Processing  ST001870
No raw data detected. Ignoring ST001870
Processing  ST000195
No raw data detected. Ignoring ST000195
Processing  ST002400
Initiating REDU-table generation for AN003907
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN003908
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN003909
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN003910
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN003911
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LIP329
LIP329_C18_10x_CTL_01.wiff
LIP329
LIP329_C18_10x_CTL_02.wiff
LIP329
LIP329_C18_10x_CTL_03.wiff
LIP329
LIP329_C18_10x_CTL_04.wiff
LIP329
LIP329_C18_10x_CTL_05.wiff
LIP329
LIP329_C18_10x_KO_01.wiff
LIP329
LIP329_C18_10x_KO_02.wiff
LIP329
LIP329_C18_10x_KO_03.wiff
LIP329
LIP329_C18_10x_KO_04.wiff
LIP329
LIP329_C18_10x_KO_05.wiff
LIP329
LIP329_C18_1x_CTL_01.wiff
LIP329
LIP329_C18_1x_CTL_02.wiff
LIP329
LIP329_C18_1x_CTL_03.wiff
LIP329
LIP329_C18_1x_CTL_04.wiff
LIP329
LIP329_C18_1x_CTL_05.wiff
LIP329
LIP329_C18_1x_KO_01.wiff
LIP329
LIP329_C18_1x_KO_02.wiff
LIP329
LIP329_C18_1x_KO_04.wiff
LIP329
LIP329_C18_1x_KO_05.wiff
LIP329
LIP329_long_1x_CTL_01.wiff
LIP329
LIP329_long_1x_CTL_02.wiff
LIP329
LIP329_long_1x_CTL_03.wiff
LIP329
LIP329_long_1x_CTL_04.wiff
LIP329
LIP329_long_1x_CTL_05.wiff
LIP329
LIP329_long_1x_KO_01.wiff
LIP329
LIP329_long_1x_KO_02.wiff
LIP329
LIP329_long_1x_KO_03.wiff
LIP329
LIP329_long_1x_KO_04.wiff
LIP329
LIP329_long_1x_KO_05.wiff
LIP329
LIP329_short_1x_CTL_01.wiff
LIP329
LIP329_short_1x_CTL_02.wiff
LIP329
LIP329_short_1x_CTL_03.wiff
LIP329
LIP329_short_1x_CTL_04.wiff
LIP329
LIP329_short_1x_CTL_05.wiff
LIP329
LIP329_short_1x_KO_01.wiff
LIP329
LIP329_short_1x_KO_02.wiff
LIP329
LIP329_short_1x_KO_03.wiff
LIP329
LIP329_short_1x_KO_04.wiff
LIP329
LIP329_short_1x_KO_05.wiff
LIP329
LIP329_short_20x_CTL_01.wiff
LIP329
LIP329_short_20x_CTL_02.wiff
LIP329
LIP329_short_20x_CTL_03.wiff
LIP329
LIP329_short_20x_CTL_04.wiff
LIP329
LIP329_short_20x_CTL_05.wiff
LIP329
LIP329_short_20x_KO_01.wiff
LIP329
LIP329_short_20x_KO_02.wiff
LIP329
LIP329_short_20x_KO_03.wiff
LIP329
LIP329_short_20x_KO_04.wiff
LIP329
LIP329_short_20x_KO_05.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 49 rows!
Extracted information for 49 samples.
Processing  ST003502
Initiating REDU-table generation for AN005750
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
3T3L1_BckdhaKO_2HBCFA_withB12_C30_1.mzML
3T3L1_BckdhaKO_2HBCFA_withB12_C30_2.mzML
3T3L1_BckdhaKO_2HBCFA_withB12_C30_3.mzML
3T3L1_ControlKO_BCFA_noB12_C30_1.mzML
3T3L1_ControlKO_BCFA_noB12_C30_2.mzML
3T3L1_ControlKO_BCFA_noB12_C30_3.mzML
3T3L1_ControlKO_ECFA_noB12_C30_1.mzML
3T3L1_ControlKO_ECFA_noB12_C30_2.mzML
3T3L1_ControlKO_ECFA_noB12_C30_3.mzML
3T3L1_ControlKO_OCFA_noB12_C30_1.mzML
3T3L1_ControlKO_OCFA_noB12_C30_2.mzML
3T3L1_ControlKO_OCFA_noB12_C30_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000839
No raw data detected. Ignoring ST000839
Processing  ST000463
No raw data detected. Ignoring ST000463
Processing  ST002766
Initiating REDU-table generation for AN004502
Rest length is 457
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
GAPPS_B_1.raw
GAPPS_B_10.raw
GAPPS_B_11.raw
GAPPS_B_12.raw
GAPPS_B_13.raw
GAPPS_B_14.raw
GAPPS_B_15.raw
GAPPS_B_16.raw
GAPPS_B_17.raw
GAPPS_B_18.raw
GAPPS_B_19.raw
GAPPS_B_2.raw
GAPPS_B_20.raw
GAPPS_B_21.raw
GAPPS_B_22.raw
GAPPS_B_23.raw
GAPPS_B_24.raw
GAPPS_B_25.raw
GAPPS_B_26.raw
GAPPS_B_27.raw
GAPPS_B_28.raw
GAPPS_B_29.raw
GAPPS_B_3.raw
GAPPS_B_30.raw
GAPPS_B_31.raw
GAPPS_B_32.raw
GAPPS_B_33.raw
GAPPS_B_4.raw
GAPPS_B_5.raw
GAPPS_B_6.raw
GAPPS_B_7.raw
GAPPS_B_8.raw
GAPPS_B_9.raw
GAPPS_CHEAR_U_1.raw
GAPPS_CHEAR_U_10.raw
GAPPS_CHEAR_U_11.raw
GAPPS_CHEAR_U_12.raw
GAPPS_CHEAR_U_13.raw
GAPPS_CHEAR_U_14.raw
GAPPS_CHEAR_U_15.raw
GAPPS_CHEAR_U_16.raw
GAPPS_CHEAR_U_17.raw
GAPPS_CHEAR_U_2.raw
GAPPS_CHEAR_U_3.raw
GAPPS_CHEAR_U_4.raw
GAPPS_CHEAR_U_5.raw
GAPPS_CHEAR_U_6.raw
GAPPS_CHEAR_U_7.raw
GAPPS_CHEAR_U_8.raw
GAPPS_CHEAR_U_9.raw
GAPPS_HHEAR_U1_1.raw
GAPPS_HHEAR_U1_10.raw
GAPPS_HHEAR_U1_11.raw
GAPPS_HHEAR_U1_12.raw
GAPPS_HHEAR_U1_13.raw
GAPPS_HHEAR_U1_14.raw
GAPPS_HHEAR_U1_15.raw
GAPPS_HHEAR_U1_16.raw
GAPPS_HHEAR_U1_2.raw
GAPPS_HHEAR_U1_3.raw
GAPPS_HHEAR_U1_4.raw
GAPPS_HHEAR_U1_5.raw
GAPPS_HHEAR_U1_6.raw
GAPPS_HHEAR_U1_7.raw
GAPPS_HHEAR_U1_8.raw
GAPPS_HHEAR_U1_9.raw
GAPPS_HHEAR_U2_1.raw
GAPPS_HHEAR_U2_10.raw
GAPPS_HHEAR_U2_11.raw
GAPPS_HHEAR_U2_12.raw
GAPPS_HHEAR_U2_13.raw
GAPPS_HHEAR_U2_14.raw
GAPPS_HHEAR_U2_15.raw
GAPPS_HHEAR_U2_16.raw
GAPPS_HHEAR_U2_17.raw
GAPPS_HHEAR_U2_2.raw
GAPPS_HHEAR_U2_3.raw
GAPPS_HHEAR_U2_4.raw
GAPPS_HHEAR_U2_5.raw
GAPPS_HHEAR_U2_6.raw
GAPPS_HHEAR_U2_7.raw
GAPPS_HHEAR_U2_8.raw
GAPPS_HHEAR_U2_9.raw
GAPPS_NIST_3672_1.raw
GAPPS_NIST_3672_10.raw
GAPPS_NIST_3672_11.raw
GAPPS_NIST_3672_12.raw
GAPPS_NIST_3672_2.raw
GAPPS_NIST_3672_3.raw
GAPPS_NIST_3672_4.raw
GAPPS_NIST_3672_5.raw
GAPPS_NIST_3672_6.raw
GAPPS_NIST_3672_7.raw
GAPPS_NIST_3672_8.raw
GAPPS_NIST_3672_9.raw
GAPPS_SP_1.raw
GAPPS_SP_10.raw
GAPPS_SP_11.raw
GAPPS_SP_12.raw
GAPPS_SP_13.raw
GAPPS_SP_14.raw
GAPPS_SP_15.raw
GAPPS_SP_16.raw
GAPPS_SP_17.raw
GAPPS_SP_18.raw
GAPPS_SP_19.raw
GAPPS_SP_2.raw
GAPPS_SP_20.raw
GAPPS_SP_21.raw
GAPPS_SP_22.raw
GAPPS_SP_23.raw
GAPPS_SP_24.raw
GAPPS_SP_25.raw
GAPPS_SP_26.raw
GAPPS_SP_27.raw
GAPPS_SP_28.raw
GAPPS_SP_29.raw
GAPPS_SP_3.raw
GAPPS_SP_30.raw
GAPPS_SP_31.raw
GAPPS_SP_32.raw
GAPPS_SP_33.raw
GAPPS_SP_4.raw
GAPPS_SP_5.raw
GAPPS_SP_6.raw
GAPPS_SP_7.raw
GAPPS_SP_8.raw
GAPPS_SP_9.raw
GAPPS_S_1.raw
GAPPS_S_10.raw
GAPPS_S_100.raw
GAPPS_S_101.raw
GAPPS_S_102.raw
GAPPS_S_103.raw
GAPPS_S_104.raw
GAPPS_S_105.raw
GAPPS_S_106.raw
GAPPS_S_107.raw
GAPPS_S_108.raw
GAPPS_S_109.raw
GAPPS_S_11.raw
GAPPS_S_110.raw
GAPPS_S_111.raw
GAPPS_S_112.raw
GAPPS_S_113.raw
GAPPS_S_114.raw
GAPPS_S_115.raw
GAPPS_S_116.raw
GAPPS_S_117.raw
GAPPS_S_118.raw
GAPPS_S_119.raw
GAPPS_S_12.raw
GAPPS_S_120.raw
GAPPS_S_121.raw
GAPPS_S_122.raw
GAPPS_S_123.raw
GAPPS_S_124.raw
GAPPS_S_125.raw
GAPPS_S_126.raw
GAPPS_S_127.raw
GAPPS_S_128.raw
GAPPS_S_129.raw
GAPPS_S_13.raw
GAPPS_S_130.raw
GAPPS_S_131.raw
GAPPS_S_132.raw
GAPPS_S_133.raw
GAPPS_S_134.raw
GAPPS_S_135.raw
GAPPS_S_136.raw
GAPPS_S_137.raw
GAPPS_S_138.raw
GAPPS_S_139.raw
GAPPS_S_14.raw
GAPPS_S_140.raw
GAPPS_S_141.raw
GAPPS_S_142.raw
GAPPS_S_143.raw
GAPPS_S_144.raw
GAPPS_S_145.raw
GAPPS_S_146.raw
GAPPS_S_147.raw
GAPPS_S_148.raw
GAPPS_S_149.raw
GAPPS_S_15.raw
GAPPS_S_150.raw
GAPPS_S_151.raw
GAPPS_S_152.raw
GAPPS_S_153.raw
GAPPS_S_154.raw
GAPPS_S_155.raw
GAPPS_S_156.raw
GAPPS_S_157.raw
GAPPS_S_158.raw
GAPPS_S_159.raw
GAPPS_S_16.raw
GAPPS_S_160.raw
GAPPS_S_161.raw
GAPPS_S_162.raw
GAPPS_S_163.raw
GAPPS_S_164.raw
GAPPS_S_165.raw
GAPPS_S_166.raw
GAPPS_S_167.raw
GAPPS_S_168.raw
GAPPS_S_169.raw
GAPPS_S_17.raw
GAPPS_S_170.raw
GAPPS_S_171.raw
GAPPS_S_172.raw
GAPPS_S_173.raw
GAPPS_S_174.raw
GAPPS_S_175.raw
GAPPS_S_176.raw
GAPPS_S_177.raw
GAPPS_S_178.raw
GAPPS_S_179.raw
GAPPS_S_18.raw
GAPPS_S_180.raw
GAPPS_S_181.raw
GAPPS_S_182.raw
GAPPS_S_183.raw
GAPPS_S_184.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1321/3150 [1:45:48<58:34,  1.92s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1323/3150 [1:45:51<53:40,  1.76s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1325/3150 [1:45:54<51:24,  1.69s/it]
GAPPS_S_185.raw
GAPPS_S_186.raw
GAPPS_S_187.raw
GAPPS_S_188.raw
GAPPS_S_189.raw
GAPPS_S_19.raw
GAPPS_S_190.raw
GAPPS_S_191.raw
GAPPS_S_192.raw
GAPPS_S_193.raw
GAPPS_S_194.raw
GAPPS_S_195.raw
GAPPS_S_196.raw
GAPPS_S_197.raw
GAPPS_S_198.raw
GAPPS_S_199.raw
GAPPS_S_2.raw
GAPPS_S_20.raw
GAPPS_S_200.raw
GAPPS_S_201.raw
GAPPS_S_202.raw
GAPPS_S_203.raw
GAPPS_S_204.raw
GAPPS_S_205.raw
GAPPS_S_206.raw
GAPPS_S_207.raw
GAPPS_S_208.raw
GAPPS_S_209.raw
GAPPS_S_21.raw
GAPPS_S_210.raw
GAPPS_S_211.raw
GAPPS_S_212.raw
GAPPS_S_213.raw
GAPPS_S_214.raw
GAPPS_S_215.raw
GAPPS_S_216.raw
GAPPS_S_217.raw
GAPPS_S_218.raw
GAPPS_S_219.raw
GAPPS_S_22.raw
GAPPS_S_220.raw
GAPPS_S_221.raw
GAPPS_S_222.raw
GAPPS_S_223.raw
GAPPS_S_224.raw
GAPPS_S_225.raw
GAPPS_S_226.raw
GAPPS_S_227.raw
GAPPS_S_228.raw
GAPPS_S_229.raw
GAPPS_S_23.raw
GAPPS_S_230.raw
GAPPS_S_231.raw
GAPPS_S_232.raw
GAPPS_S_233.raw
GAPPS_S_234.raw
GAPPS_S_235.raw
GAPPS_S_236.raw
GAPPS_S_237.raw
GAPPS_S_238.raw
GAPPS_S_239.raw
GAPPS_S_24.raw
GAPPS_S_240.raw
GAPPS_S_241.raw
GAPPS_S_242.raw
GAPPS_S_243.raw
GAPPS_S_244.raw
GAPPS_S_245.raw
GAPPS_S_246.raw
GAPPS_S_247.raw
GAPPS_S_248.raw
GAPPS_S_249.raw
GAPPS_S_25.raw
GAPPS_S_250.raw
GAPPS_S_251.raw
GAPPS_S_252.raw
GAPPS_S_253.raw
GAPPS_S_254.raw
GAPPS_S_255.raw
GAPPS_S_256.raw
GAPPS_S_257.raw
GAPPS_S_258.raw
GAPPS_S_259.raw
GAPPS_S_26.raw
GAPPS_S_260.raw
GAPPS_S_261.raw
GAPPS_S_262.raw
GAPPS_S_263.raw
GAPPS_S_264.raw
GAPPS_S_265.raw
GAPPS_S_266.raw
GAPPS_S_267.raw
GAPPS_S_268.raw
GAPPS_S_269.raw
GAPPS_S_27.raw
GAPPS_S_270.raw
GAPPS_S_271.raw
GAPPS_S_272.raw
GAPPS_S_273.raw
GAPPS_S_274.raw
GAPPS_S_275.raw
GAPPS_S_276.raw
GAPPS_S_277.raw
GAPPS_S_278.raw
GAPPS_S_279.raw
GAPPS_S_28.raw
GAPPS_S_280.raw
GAPPS_S_281.raw
GAPPS_S_282.raw
GAPPS_S_283.raw
GAPPS_S_284.raw
GAPPS_S_285.raw
GAPPS_S_286.raw
GAPPS_S_287.raw
GAPPS_S_288.raw
GAPPS_S_289.raw
GAPPS_S_29.raw
GAPPS_S_290.raw
GAPPS_S_291.raw
GAPPS_S_292.raw
GAPPS_S_293.raw
GAPPS_S_294.raw
GAPPS_S_295.raw
GAPPS_S_296.raw
GAPPS_S_297.raw
GAPPS_S_298.raw
GAPPS_S_299.raw
GAPPS_S_3.raw
GAPPS_S_30.raw
GAPPS_S_300.raw
GAPPS_S_301.raw
GAPPS_S_302.raw
GAPPS_S_303.raw
GAPPS_S_304.raw
GAPPS_S_305.raw
GAPPS_S_306.raw
GAPPS_S_307.raw
GAPPS_S_308.raw
GAPPS_S_309.raw
GAPPS_S_31.raw
GAPPS_S_310.raw
GAPPS_S_311.raw
GAPPS_S_312.raw
GAPPS_S_313.raw
GAPPS_S_314.raw
GAPPS_S_315.raw
GAPPS_S_316.raw
GAPPS_S_317.raw
GAPPS_S_318.raw
GAPPS_S_319.raw
GAPPS_S_32.raw
GAPPS_S_320.raw
GAPPS_S_321.raw
GAPPS_S_322.raw
GAPPS_S_323.raw
GAPPS_S_324.raw
GAPPS_S_325.raw
GAPPS_S_326.raw
GAPPS_S_327.raw
GAPPS_S_328.raw
GAPPS_S_329.raw
GAPPS_S_33.raw
GAPPS_S_34.raw
GAPPS_S_35.raw
GAPPS_S_36.raw
GAPPS_S_37.raw
GAPPS_S_38.raw
GAPPS_S_39.raw
GAPPS_S_4.raw
GAPPS_S_40.raw
GAPPS_S_41.raw
GAPPS_S_42.raw
GAPPS_S_43.raw
GAPPS_S_44.raw
GAPPS_S_45.raw
GAPPS_S_46.raw
GAPPS_S_47.raw
GAPPS_S_48.raw
GAPPS_S_49.raw
GAPPS_S_5.raw
GAPPS_S_50.raw
GAPPS_S_51.raw
GAPPS_S_52.raw
GAPPS_S_53.raw
GAPPS_S_54.raw
GAPPS_S_55.raw
GAPPS_S_56.raw
GAPPS_S_57.raw
GAPPS_S_58.raw
GAPPS_S_59.raw
GAPPS_S_6.raw
GAPPS_S_60.raw
GAPPS_S_61.raw
GAPPS_S_62.raw
GAPPS_S_63.raw
GAPPS_S_64.raw
GAPPS_S_65.raw
GAPPS_S_66.raw
GAPPS_S_67.raw
GAPPS_S_68.raw
GAPPS_S_69.raw
GAPPS_S_7.raw
GAPPS_S_70.raw
GAPPS_S_71.raw
GAPPS_S_72.raw
GAPPS_S_73.raw
GAPPS_S_74.raw
GAPPS_S_75.raw
GAPPS_S_76.raw
GAPPS_S_77.raw
GAPPS_S_78.raw
GAPPS_S_79.raw
GAPPS_S_8.raw
GAPPS_S_80.raw
GAPPS_S_81.raw
GAPPS_S_82.raw
GAPPS_S_83.raw
GAPPS_S_84.raw
GAPPS_S_85.raw
GAPPS_S_86.raw
GAPPS_S_87.raw
GAPPS_S_88.raw
GAPPS_S_89.raw
GAPPS_S_9.raw
GAPPS_S_90.raw
GAPPS_S_91.raw
GAPPS_S_92.raw
GAPPS_S_93.raw
GAPPS_S_94.raw
GAPPS_S_95.raw
GAPPS_S_96.raw
GAPPS_S_97.raw
GAPPS_S_98.raw
GAPPS_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 457 rows!
Extracted information for 457 samples.
Processing  ST002143
No raw data detected. Ignoring ST002143
Processing  ST002846
Initiating REDU-table generation for AN004664
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Upload raw files
Nav-Jos-20210423-01.raw
Upload raw files
Nav-Jos-20210423-02.raw
Upload raw files
Nav-Jos-20210423-03.raw
Upload raw files
Nav-Jos-20210423-04.raw
Upload raw files
Nav-Jos-20210423-05.raw
Upload raw files
Nav-Jos-20210423-06.raw
Upload raw files
Nav-Jos-20210423-07.raw
Upload raw files
Nav-Jos-20210423-08.raw
Upload raw files
Nav-Jos-20210423-17.raw
Upload raw files
Nav-Jos-20210423-18.raw
Upload raw files
Nav-Jos-20210423-19.raw
Upload raw files
Nav-Jos-20210423-20.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST001107
No raw data detected. Ignoring ST001107
Processing  ST002784
Initiating REDU-table generation for AN004531
Rest length is 80
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NIKP_RBC_P_version only 1 T0
45_T0.25.mzML
NIKP_RBC_P_version only 1 T0
45_T0.75.mzML
NIKP_RBC_P_version only 1 T0
45_T0.mzML
NIKP_RBC_P_version only 1 T0
45_T1.mzML
NIKP_RBC_P_version only 1 T0
45_T2.mzML
NIKP_RBC_P_version only 1 T0
45_T3.mzML
NIKP_RBC_P_version only 1 T0
45_T4.mzML
NIKP_RBC_P_version only 1 T0
46_T0.25.mzML
NIKP_RBC_P_version only 1 T0
46_T0.75.mzML
NIKP_RBC_P_version only 1 T0
46_T0.mzML
NIKP_RBC_P_version only 1 T0
46_T1.mzML
NIKP_RBC_P_version only 1 T0
46_T2.mzML
NIKP_RBC_P_version only 1 T0
46_T3.mzML
NIKP_RBC_P_version only 1 T0
46_T4.mzML
NIKP_RBC_P_version only 1 T0
47_T0.25.mzML
NIKP_RBC_P_version only 1 T0
47_T0.75.mzML
NIKP_RBC_P_version only 1 T0
47_T1.mzML
NIKP_RBC_P_version only 1 T0
47_T2.mzML
NIKP_RBC_P_version only 1 T0
47_T3.mzML
NIKP_RBC_P_version only 1 T0
47_T4.mzML
NIKP_RBC_P_version only 1 T0
48_T0.25.mzML
NIKP_RBC_P_version only 1 T0
48_T0.75.mzML
NIKP_RBC_P_version only 1 T0
48_T0.mzML
NIKP_RBC_P_version only 1 T0
48_T1.mzML
NIKP_RBC_P_version only 1 T0
48_T2.mzML
NIKP_RBC_P_version only 1 T0
48_T3.mzML
NIKP_RBC_P_version only 1 T0
48_T4.mzML
NIKP_RBC_P_version only 1 T0
49_T0.25.mzML
NIKP_RBC_P_version only 1 T0
49_T0.75.mzML
NIKP_RBC_P_version only 1 T0
49_T0.mzML
NIKP_RBC_P_version only 1 T0
49_T1.mzML
NIKP_RBC_P_version only 1 T0
49_T2.mzML
NIKP_RBC_P_version only 1 T0
49_T3.mzML
NIKP_RBC_P_version only 1 T0
49_T4.mzML
NIKP_RBC_P_version only 1 T0
50_T0.25.mzML
NIKP_RBC_P_version only 1 T0
50_T0.75.mzML
NIKP_RBC_P_version only 1 T0
50_T0.mzML
NIKP_RBC_P_version only 1 T0
50_T1.mzML
NIKP_RBC_P_version only 1 T0
50_T2.mzML
NIKP_RBC_P_version only 1 T0
50_T3.mzML
NIKP_RBC_P_version only 1 T0
50_T4.mzML
NIKP_RBC_P_version only 1 T0
51_T0.25.mzML
NIKP_RBC_P_version only 1 T0
51_T0.75.mzML
NIKP_RBC_P_version only 1 T0
51_T0.mzML
NIKP_RBC_P_version only 1 T0
51_T1.mzML
NIKP_RBC_P_version only 1 T0
51_T2.mzML
NIKP_RBC_P_version only 1 T0
51_T3.mzML
NIKP_RBC_P_version only 1 T0
51_T4.mzML
NIKP_RBC_P_version only 1 T0
52_T0.25.mzML
NIKP_RBC_P_version only 1 T0
52_T0.75.mzML
NIKP_RBC_P_version only 1 T0
52_T0.mzML
NIKP_RBC_P_version only 1 T0
52_T1.mzML
NIKP_RBC_P_version only 1 T0
52_T2.mzML
NIKP_RBC_P_version only 1 T0
52_T3.mzML
NIKP_RBC_P_version only 1 T0
52_T4.mzML
NIKP_RBC_P_version only 1 T0
53_T0.25.mzML
NIKP_RBC_P_version only 1 T0
53_T0.75.mzML
NIKP_RBC_P_version only 1 T0
53_T0.mzML
NIKP_RBC_P_version only 1 T0
53_T1.mzML
NIKP_RBC_P_version only 1 T0
53_T2.mzML
NIKP_RBC_P_version only 1 T0
53_T3.mzML
NIKP_RBC_P_version only 1 T0
53_T4.mzML
NIKP_RBC_P_version only 1 T0
54_T0.25.mzML
NIKP_RBC_P_version only 1 T0
54_T0.75.mzML
NIKP_RBC_P_version only 1 T0
54_T0.mzML
NIKP_RBC_P_version only 1 T0
54_T1.mzML
NIKP_RBC_P_version only 1 T0
54_T2.mzML
NIKP_RBC_P_version only 1 T0
54_T3.mzML
NIKP_RBC_P_version only 1 T0
54_T4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST002873
Initiating REDU-table generation for AN004709
Rest length is 400
raw file key found.
Initiating REDU-table generation for AN004710
Rest length is 400
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
rawdata
pos
Data_SP_pos_A1.mzML
rawdata
pos
Data_SP_pos_A1.wiff
rawdata
pos
Data_SP_pos_A10.mzML
rawdata
pos
Data_SP_pos_A10.wiff
rawdata
pos
Data_SP_pos_A100.mzML
rawdata
pos
Data_SP_pos_A100.wiff
rawdata
pos
Data_SP_pos_A11.mzML
rawdata
pos
Data_SP_pos_A11.wiff
rawdata
pos
Data_SP_pos_A12.mzML
rawdata
pos
Data_SP_pos_A12.wiff
rawdata
pos
Data_SP_pos_A13.mzML
rawdata
pos
Data_SP_pos_A13.wiff
rawdata
pos
Data_SP_pos_A14.mzML
rawdata
pos
Data_SP_pos_A14.wiff
rawdata
pos
Data_SP_pos_A15.mzML
rawdata
pos
Data_SP_pos_A15.wiff
rawdata
pos
Data_SP_pos_A16.mzML
rawdata
pos
Data_SP_pos_A16.wiff
rawdata
pos
Data_SP_pos_A17.mzML
rawdata
pos
Data_SP_pos_A17.wiff
rawdata
pos
Data_SP_pos_A18.mzML
rawdata
pos
Data_SP_pos_A18.wiff
rawdata
pos
Data_SP_pos_A19.mzML
rawdata
pos
Data_SP_pos_A19.wiff
rawdata
pos
Data_SP_pos_A2.mzML
rawdata
pos
Data_SP_pos_A2.wiff
rawdata
pos
Data_SP_pos_A20.mzML
rawdata
pos
Data_SP_pos_A20.wiff
rawdata
pos
Data_SP_pos_A21.mzML
rawdata
pos
Data_SP_pos_A21.wiff
rawdata
pos
Data_SP_pos_A22.mzML
rawdata
pos
Data_SP_pos_A22.wiff
rawdata
pos
Data_SP_pos_A23.mzML
rawdata
pos
Data_SP_pos_A23.wiff
rawdata
pos
Data_SP_pos_A24.mzML
rawdata
pos
Data_SP_pos_A24.wiff
rawdata
pos
Data_SP_pos_A25.mzML
rawdata
pos
Data_SP_pos_A25.wiff
rawdata
pos
Data_SP_pos_A26.mzML
rawdata
pos
Data_SP_pos_A26.wiff
rawdata
pos
Data_SP_pos_A27.mzML
rawdata
pos
Data_SP_pos_A27.wiff
rawdata
pos
Data_SP_pos_A28.mzML
rawdata
pos
Data_SP_pos_A28.wiff
rawdata
pos
Data_SP_pos_A29.mzML
rawdata
pos
Data_SP_pos_A29.wiff
rawdata
pos
Data_SP_pos_A3.mzML
rawdata
pos
Data_SP_pos_A3.wiff
rawdata
pos
Data_SP_pos_A30.mzML
rawdata
pos
Data_SP_pos_A30.wiff
rawdata
pos
Data_SP_pos_A31.mzML
rawdata
pos
Data_SP_pos_A31.wiff
rawdata
pos
Data_SP_pos_A32.mzML
rawdata
pos
Data_SP_pos_A32.wiff
rawdata
pos
Data_SP_pos_A33.mzML
rawdata
pos
Data_SP_pos_A33.wiff
rawdata
pos
Data_SP_pos_A34.mzML
rawdata
pos
Data_SP_pos_A34.wiff
rawdata
pos
Data_SP_pos_A35.mzML
rawdata
pos
Data_SP_pos_A35.wiff
rawdata
pos
Data_SP_pos_A36.mzML
rawdata
pos
Data_SP_pos_A36.wiff
rawdata
pos
Data_SP_pos_A37.mzML
rawdata
pos
Data_SP_pos_A37.wiff
rawdata
pos
Data_SP_pos_A38.mzML
rawdata
pos
Data_SP_pos_A38.wiff
rawdata
pos
Data_SP_pos_A39.mzML
rawdata
pos
Data_SP_pos_A39.wiff
rawdata
pos
Data_SP_pos_A4.mzML
rawdata
pos
Data_SP_pos_A4.wiff
rawdata
pos
Data_SP_pos_A40.mzML
rawdata
pos
Data_SP_pos_A40.wiff
rawdata
pos
Data_SP_pos_A41.mzML
rawdata
pos
Data_SP_pos_A41.wiff
rawdata
pos
Data_SP_pos_A42.mzML
rawdata
pos
Data_SP_pos_A42.wiff
rawdata
pos
Data_SP_pos_A43.mzML
rawdata
pos
Data_SP_pos_A43.wiff
rawdata
pos
Data_SP_pos_A44.mzML
rawdata
pos
Data_SP_pos_A44.wiff
rawdata
pos
Data_SP_pos_A45.mzML
rawdata
pos
Data_SP_pos_A45.wiff
rawdata
pos
Data_SP_pos_A46.mzML
rawdata
pos
Data_SP_pos_A46.wiff
rawdata
pos
Data_SP_pos_A47.mzML
rawdata
pos
Data_SP_pos_A47.wiff
rawdata
pos
Data_SP_pos_A48.mzML
rawdata
pos
Data_SP_pos_A48.wiff
rawdata
pos
Data_SP_pos_A49.mzML
rawdata
pos
Data_SP_pos_A49.wiff
rawdata
pos
Data_SP_pos_A5.mzML
rawdata
pos
Data_SP_pos_A5.wiff
rawdata
pos
Data_SP_pos_A50.mzML
rawdata
pos
Data_SP_pos_A50.wiff
rawdata
pos
Data_SP_pos_A51.mzML
rawdata
pos
Data_SP_pos_A51.wiff
rawdata
pos
Data_SP_pos_A52.mzML
rawdata
pos
Data_SP_pos_A52.wiff
rawdata
pos
Data_SP_pos_A53.mzML
rawdata
pos
Data_SP_pos_A53.wiff
rawdata
pos
Data_SP_pos_A54.mzML
rawdata
pos
Data_SP_pos_A54.wiff
rawdata
pos
Data_SP_pos_A55.mzML
rawdata
pos
Data_SP_pos_A55.wiff
rawdata
pos
Data_SP_pos_A56.mzML
rawdata
pos
Data_SP_pos_A56.wiff
rawdata
pos
Data_SP_pos_A57.mzML
rawdata
pos
Data_SP_pos_A57.wiff
rawdata
pos
Data_SP_pos_A58.mzML
rawdata
pos
Data_SP_pos_A58.wiff
rawdata
pos
Data_SP_pos_A59.mzML
rawdata
pos
Data_SP_pos_A59.wiff
rawdata
pos
Data_SP_pos_A6.mzML
rawdata
pos
Data_SP_pos_A6.wiff
rawdata
pos
Data_SP_pos_A60.mzML
rawdata
pos
Data_SP_pos_A60.wiff
rawdata
pos
Data_SP_pos_A61.mzML
rawdata
pos
Data_SP_pos_A61.wiff
rawdata
pos
Data_SP_pos_A62.mzML
rawdata
pos
Data_SP_pos_A62.wiff
rawdata
pos
Data_SP_pos_A63.mzML
rawdata
pos
Data_SP_pos_A63.wiff
rawdata
pos
Data_SP_pos_A64.mzML
rawdata
pos
Data_SP_pos_A64.wiff
rawdata
pos
Data_SP_pos_A65.mzML
rawdata
pos
Data_SP_pos_A65.wiff
rawdata
pos
Data_SP_pos_A66.mzML
rawdata
pos
Data_SP_pos_A66.wiff
rawdata
pos
Data_SP_pos_A67.mzML
rawdata
pos
Data_SP_pos_A67.wiff
rawdata
pos
Data_SP_pos_A68.mzML
rawdata
pos
Data_SP_pos_A68.wiff
rawdata
pos
Data_SP_pos_A69.mzML
rawdata
pos
Data_SP_pos_A69.wiff
rawdata
pos
Data_SP_pos_A7.mzML
rawdata
pos
Data_SP_pos_A7.wiff
rawdata
pos
Data_SP_pos_A70.mzML
rawdata
pos
Data_SP_pos_A70.wiff
rawdata
pos
Data_SP_pos_A71.mzML
rawdata
pos
Data_SP_pos_A71.wiff
rawdata
pos
Data_SP_pos_A72.mzML
rawdata
pos
Data_SP_pos_A72.wiff
rawdata
pos
Data_SP_pos_A73.mzML
rawdata
pos
Data_SP_pos_A73.wiff
rawdata
pos
Data_SP_pos_A74.mzML
rawdata
pos
Data_SP_pos_A74.wiff
rawdata
pos
Data_SP_pos_A75.mzML
rawdata
pos
Data_SP_pos_A75.wiff
rawdata
pos
Data_SP_pos_A76.mzML
rawdata
pos
Data_SP_pos_A76.wiff
rawdata
pos
Data_SP_pos_A77.mzML
rawdata
pos
Data_SP_pos_A77.wiff
rawdata
pos
Data_SP_pos_A78.mzML
rawdata
pos
Data_SP_pos_A78.wiff
rawdata
pos
Data_SP_pos_A79.mzML
rawdata
pos
Data_SP_pos_A79.wiff
rawdata
pos
Data_SP_pos_A8.mzML
rawdata
pos
Data_SP_pos_A8.wiff
rawdata
pos
Data_SP_pos_A80.mzML
rawdata
pos
Data_SP_pos_A80.wiff
rawdata
pos
Data_SP_pos_A81.mzML
rawdata
pos
Data_SP_pos_A81.wiff
rawdata
pos
Data_SP_pos_A82.mzML
rawdata
pos
Data_SP_pos_A82.wiff
rawdata
pos
Data_SP_pos_A83.mzML
rawdata
pos
Data_SP_pos_A83.wiff
rawdata
pos
Data_SP_pos_A84.mzML
rawdata
pos
Data_SP_pos_A84.wiff
rawdata
pos
Data_SP_pos_A85.mzML
rawdata
pos
Data_SP_pos_A85.wiff
rawdata
pos
Data_SP_pos_A86.mzML
rawdata
pos
Data_SP_pos_A86.wiff
rawdata
pos
Data_SP_pos_A87.mzML
rawdata
pos
Data_SP_pos_A87.wiff
rawdata
pos
Data_SP_pos_A88.mzML
rawdata
pos
Data_SP_pos_A88.wiff
rawdata
pos
Data_SP_pos_A89.mzML
rawdata
pos
Data_SP_pos_A89.wiff
rawdata
pos
Data_SP_pos_A9.mzML
rawdata
pos
Data_SP_pos_A9.wiff
rawdata
pos
Data_SP_pos_A90.mzML
rawdata
pos
Data_SP_pos_A90.wiff
rawdata
pos
Data_SP_pos_A91.mzML
rawdata
pos
Data_SP_pos_A91.wiff
rawdata
pos
Data_SP_pos_A92.mzML
rawdata
pos
Data_SP_pos_A92.wiff
rawdata
pos
Data_SP_pos_A93.mzML
rawdata
pos
Data_SP_pos_A93.wiff
rawdata
pos
Data_SP_pos_A94.mzML
rawdata
pos
Data_SP_pos_A94.wiff
rawdata
pos
Data_SP_pos_A95.mzML
rawdata
pos
Data_SP_pos_A95.wiff
rawdata
pos
Data_SP_pos_A96.mzML
rawdata
pos
Data_SP_pos_A96.wiff
rawdata
pos
Data_SP_pos_A97.mzML
rawdata
pos
Data_SP_pos_A97.wiff
rawdata
pos
Data_SP_pos_A98.mzML
rawdata
pos
Data_SP_pos_A98.wiff
rawdata
pos
Data_SP_pos_A99.mzML
rawdata
pos
Data_SP_pos_A99.wiff
rawdata
pos
Data_SP_pos_C1.mzML
rawdata
pos
Data_SP_pos_C1.wiff
rawdata
pos
Data_SP_pos_C10.mzML
rawdata
pos
Data_SP_pos_C10.wiff
rawdata
pos
Data_SP_pos_C100.mzML
rawdata
pos
Data_SP_pos_C100.wiff
rawdata
pos
Data_SP_pos_C11.mzML
rawdata
pos
Data_SP_pos_C11.wiff
rawdata
pos
Data_SP_pos_C12.mzML
rawdata
pos
Data_SP_pos_C12.wiff
rawdata
pos
Data_SP_pos_C13.mzML
rawdata
pos
Data_SP_pos_C13.wiff
rawdata
pos
Data_SP_pos_C14.mzML
rawdata
pos
Data_SP_pos_C14.wiff
rawdata
pos
Data_SP_pos_C15.mzML
rawdata
pos
Data_SP_pos_C15.wiff
rawdata
pos
Data_SP_pos_C16.mzML
rawdata
pos
Data_SP_pos_C16.wiff
rawdata
pos
Data_SP_pos_C17.mzML
rawdata
pos
Data_SP_pos_C17.wiff
rawdata
pos
Data_SP_pos_C18.mzML
rawdata
pos
Data_SP_pos_C18.wiff
rawdata
pos
Data_SP_pos_C19.mzML
rawdata
pos
Data_SP_pos_C19.wiff
rawdata
pos
Data_SP_pos_C2.mzML
rawdata
pos
Data_SP_pos_C2.wiff
rawdata
pos
Data_SP_pos_C20.mzML
rawdata
pos
Data_SP_pos_C20.wiff
rawdata
pos
Data_SP_pos_C21.mzML
rawdata
pos
Data_SP_pos_C21.wiff
rawdata
pos
Data_SP_pos_C22.mzML
rawdata
pos
Data_SP_pos_C22.wiff
rawdata
pos
Data_SP_pos_C23.mzML
rawdata
pos
Data_SP_pos_C23.wiff
rawdata
pos
Data_SP_pos_C24.mzML
rawdata
pos
Data_SP_pos_C24.wiff
rawdata
pos
Data_SP_pos_C25.mzML
rawdata
pos
Data_SP_pos_C25.wiff
rawdata
pos
Data_SP_pos_C26.mzML
rawdata
pos
Data_SP_pos_C26.wiff
rawdata
pos
Data_SP_pos_C27.mzML
rawdata
pos
Data_SP_pos_C27.wiff
rawdata
pos
Data_SP_pos_C28.mzML
rawdata
pos
Data_SP_pos_C28.wiff
rawdata
pos/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1326/3150 [1:46:00<1:15:37,  2.49s/it]
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Data_SP_pos_C37.wiff
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Data_SP_pos_C88.mzML
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Data_SP_pos_C88.wiff
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Data_SP_pos_C89.wiff
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Data_SP_pos_C9.mzML
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Data_SP_pos_C9.wiff
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Data_SP_pos_C90.wiff
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Data_SP_pos_C91.wiff
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Data_SP_pos_C92.mzML
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Data_SP_pos_C92.wiff
rawdata
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Data_SP_pos_C93.mzML
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Data_SP_pos_C93.wiff
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Data_SP_pos_C94.mzML
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Data_SP_pos_C94.wiff
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Data_SP_pos_C95.mzML
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Data_SP_pos_C95.wiff
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Data_SP_pos_C96.mzML
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Data_SP_pos_C97.wiff
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Data_SP_pos_C99.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 400 rows!
Extracted information for 400 samples.
Processing  ST000527
No raw data detected. Ignoring ST000527
Processing  ST001157
No raw data detected. Ignoring ST001157
Processing  ST001336
No raw data detected. Ignoring ST001336
Processing  ST001243
Initiating REDU-table generation for AN002065
Rest length is 196
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002066
Rest length is 196
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Nexus PLASMA
4neg
D21
Nexus_D21_4neg-15.raw
Nexus PLASMA
4neg
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Nexus_D21_4neg-16.raw
Nexus PLASMA
4neg
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
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Nexus_D21_4neg-60.raw
Nexus PLASMA
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Nexus_D21_4neg-63.raw
Nexus PLASMA
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Nexus_D21_4neg-64.raw
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Nexus_D21_4neg-65.raw
Nexus PLASMA
4neg
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Nexus_D21_4neg-66.raw
Nexus PLASMA
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Nexus_D21_4neg-67.raw
Nexus PLASMA
4neg
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Nexus_D21_4neg-68.raw
Nexus PLASMA
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Nexus_D21_4neg-71.raw
Nexus PLASMA
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Nexus PLASMA
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Nexus_D21_4neg-73.raw
Nexus PLASMA
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Nexus_D21_4neg-78.raw
Nexus PLASMA
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Nexus_D21_4neg-79.raw
Nexus PLASMA
4neg
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Nexus PLASMA
4neg
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Nexus_D21_4neg-80.raw
Nexus PLASMA
4neg
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Nexus_D21_4neg-82.raw
Nexus PLASMA
4neg
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Nexus_D21_4neg-83.raw
Nexus PLASMA
4neg
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Nexus_D21_4neg-84.raw
Nexus PLASMA
4neg
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Nexus_D21_4neg-85.raw
Nexus PLASMA
4neg
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Nexus_D21_4neg-86.raw
Nexus PLASMA
4neg
D21
Nexus_D21_4neg-87.raw
Nexus PLASMA
4neg
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Nexus PLASMA
4neg
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Nexus PLASMA
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Nexus PLASMA
4neg
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Nexus_D21_4neg-91.raw
Nexus PLASMA
4neg
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Nexus PLASMA
4neg
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Nexus PLASMA
4neg
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Nexus_D21_4neg-96.raw
Nexus PLASMA
4neg
D21
Nexus_D21_4neg-98.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-1.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-10.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-11.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-12.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-13.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1330/3150 [1:46:06<1:04:24,  2.12s/it]
Nexus PLASMA
4neg
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T21
Nexus_T21_4neg-18.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-2.raw
Nexus PLASMA
4neg
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Nexus_T21_4neg-21.raw
Nexus PLASMA
4neg
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Nexus_T21_4neg-22.raw
Nexus PLASMA
4neg
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
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Nexus_T21_4neg-28.raw
Nexus PLASMA
4neg
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Nexus_T21_4neg-29.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-3.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-30.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-33.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-34.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-37.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-39.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-40.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-43.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-46.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-47.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-48.raw
Nexus PLASMA
4neg
T21
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Nexus PLASMA
4neg
T21
Nexus_T21_4neg-50.raw
Nexus PLASMA
4neg
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Nexus PLASMA
4neg
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Nexus PLASMA
4neg
T21
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Nexus PLASMA
4neg
T21
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Nexus PLASMA
4neg
T21
Nexus_T21_4neg-56.raw
Nexus PLASMA
4neg
T21
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Nexus PLASMA
4neg
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
4neg
T21
Nexus_T21_4neg-62.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-69.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-7.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-70.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-81.raw
Nexus PLASMA
4neg
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Nexus_T21_4neg-9.raw
Nexus PLASMA
4neg
T21
Nexus_T21_4neg-92.raw
Nexus PLASMA
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Nexus PLASMA
4neg
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Nexus PLASMA
4pos
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Nexus_D21_4pos-15.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-16.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-17.raw
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4pos
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Nexus_D21_4pos-19.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-20.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-31.raw
Nexus PLASMA
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Nexus_D21_4pos-32.raw
Nexus PLASMA
4pos
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Nexus PLASMA
4pos
D21
Nexus_D21_4pos-36.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-38.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-4.raw
Nexus PLASMA
4pos
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
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Nexus PLASMA
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4pos
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Nexus_D21_4pos-60.raw
Nexus PLASMA
4pos
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Nexus PLASMA
4pos
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Nexus_D21_4pos-64.raw
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4pos
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Nexus PLASMA
4pos
D21
Nexus_D21_4pos-66.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-67.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-68.raw
Nexus PLASMA
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Nexus PLASMA
4pos
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Nexus_D21_4pos-72.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-73.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-74.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-75.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-76.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-77.raw
Nexus PLASMA
4pos
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Nexus PLASMA
4pos
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Nexus_D21_4pos-79.raw
Nexus PLASMA
4pos
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Nexus PLASMA
4pos
D21
Nexus_D21_4pos-80.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-82.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-83.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-84.raw
Nexus PLASMA
4pos
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Nexus_D21_4pos-85.raw
Nexus PLASMA
4pos
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4pos
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Nexus_D21_4pos-87.raw
Nexus PLASMA
4pos
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Nexus PLASMA
4pos
D21
Nexus_D21_4pos-89.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-90.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-91.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-93.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-95.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-96.raw
Nexus PLASMA
4pos
D21
Nexus_D21_4pos-98.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-1.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-10.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-11.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-12.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-13.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-14.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-18.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-2.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-21.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-22.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-23.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-24.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-25.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-26.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-27.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-28.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-29.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-3.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-30.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-33.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-34.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-37.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-39.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-40.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-43.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-46.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-47.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-48.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-5.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-50.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-52.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-53.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-54.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-55.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-56.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-57.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-58.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-59.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-6.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-61.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-62.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-69.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-7.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-70.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-81.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-9.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-92.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-94.raw
Nexus PLASMA
4pos
T21
Nexus_T21_4pos-97.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 194 rows!
Extracted information for 194 samples.
Processing  ST000045
No raw data detected. Ignoring ST000045
Processing  ST000270
Initiating REDU-table generation for AN000432
Rest length is 27
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/27 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 27/27 [00:00<00:00, 304.86it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000433
Rest length is 27
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/27 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 27/27 [00:00<00:00, 301.99it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1332/3150 [1:46:10<1:02:03,  2.05s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_10[Lamba_TB-05-0422]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_11[Lamba_TB-05-2457]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_12[Lamba_TB-05-2581]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_13[Lamba_TB-05-2681]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_14[Lamba_TB-05-2702]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_15[Lamba_TB-05-2769]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_16[Lamba_TB-06-2927]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_17[Lamba_TB-07-0918]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_18[Lamba_TB-07-1864]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_19[Lamba_TB-07-1889]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_1[Lamba_TB-02-2506]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_20[Lamba_TB-05-0552]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_21[Lamba_TB-09-0224]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_22[Lamba_TB-10-0259]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_23[Lamba_TB-09-2654]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_24[Lamba_TB-10-1229]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_25[Lamba_TB-12-3284]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_26[Lamba_TB-13-3871]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_27[Lamba_TB-12-0873]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_2[Lamba_TB-03-0147]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_3[Lamba_TB-03-0684]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_4[Lamba_TB-03-2137]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_5[Lamba_TB-03-2257]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_6[Lamba_TB-04-1048]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_7[Lamba_TB-04-1340]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_8[Lamba_TB-04-1495]n.mzML
ST000270
Data
Raw data
NEG
mzML
QE2_VYR_1_9[Lamba_TB-04-1584]n.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_10[Lamba_TB-05-0422]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_11[Lamba_TB-05-2457]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_12[Lamba_TB-05-2581]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_13[Lamba_TB-05-2681]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_14[Lamba_TB-05-2702]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_15[Lamba_TB-05-2769]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_16[Lamba_TB-06-2927]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_17[Lamba_TB-07-0918]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_18[Lamba_TB-07-1864]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_19[Lamba_TB-07-1889]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_1[Lamba_TB-02-2506]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_20[Lamba_TB-05-0552]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_21[Lamba_TB-09-0224]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_22[Lamba_TB-10-0259]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_23[Lamba_TB-09-2654]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_24[Lamba_TB-10-1229]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_25[Lamba_TB-12-3284]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_26[Lamba_TB-13-3871]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_27[Lamba_TB-12-0873]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_2[Lamba_TB-03-0147]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_3[Lamba_TB-03-0684]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_4[Lamba_TB-03-2137]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_5[Lamba_TB-03-2257]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_6[Lamba_TB-04-1048]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_7[Lamba_TB-04-1340]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_8[Lamba_TB-04-1495]p.mzML
ST000270
Data
Raw data
POS
mzML
QE2_VYR_1_9[Lamba_TB-04-1584]p.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST001949
No raw data detected. Ignoring ST001949
Processing  ST002037
Initiating REDU-table generation for AN003313
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  31%|███       | 18/58 [00:00<00:00, 178.39it/s]

Mapping potential matches:  62%|██████▏   | 36/58 [00:00<00:00, 179.24it/s]

Mapping potential matches:  95%|█████████▍| 55/58 [00:00<00:00, 179.68it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 179.23it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003314
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  33%|███▎      | 19/58 [00:00<00:00, 180.27it/s]

Mapping potential matches:  66%|██████▌   | 38/58 [00:00<00:00, 181.26it/s]

Mapping potential matches:  98%|█████████▊| 57/58 [00:00<00:00, 181.35it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 181.09it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1334/3150 [1:46:14<1:04:16,  2.12s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1335/3150 [1:46:18<1:10:31,  2.33s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Liver_Data
AM10 Negative
AM10-10_r48-.raw
Liver_Data
AM10 Negative
AM10-11_r50-.raw
Liver_Data
AM10 Negative
AM10-12_r33-.raw
Liver_Data
AM10 Negative
AM10-13_r55-.raw
Liver_Data
AM10 Negative
AM10-14_r40-.raw
Liver_Data
AM10 Negative
AM10-15_r17-.raw
Liver_Data
AM10 Negative
AM10-16_r27-.raw
Liver_Data
AM10 Negative
AM10-17_r6-.raw
Liver_Data
AM10 Negative
AM10-18_r39-.raw
Liver_Data
AM10 Negative
AM10-19_r23-.raw
Liver_Data
AM10 Negative
AM10-1_r1-.raw
Liver_Data
AM10 Negative
AM10-20_r20-.raw
Liver_Data
AM10 Negative
AM10-21_r25-.raw
Liver_Data
AM10 Negative
AM10-22_r34-.raw
Liver_Data
AM10 Negative
AM10-23_r30-.raw
Liver_Data
AM10 Negative
AM10-24_r19-.raw
Liver_Data
AM10 Negative
AM10-25_r7-.raw
Liver_Data
AM10 Negative
AM10-26_r41-.raw
Liver_Data
AM10 Negative
AM10-27_r51-.raw
Liver_Data
AM10 Negative
AM10-28_r14-.raw
Liver_Data
AM10 Negative
AM10-29_r22-.raw
Liver_Data
AM10 Negative
AM10-2_r11-.raw
Liver_Data
AM10 Negative
AM10-30_r5-.raw
Liver_Data
AM10 Negative
AM10-31_r32-.raw
Liver_Data
AM10 Negative
AM10-32_r53-.raw
Liver_Data
AM10 Negative
AM10-33_r54-.raw
Liver_Data
AM10 Negative
AM10-34_r18-.raw
Liver_Data
AM10 Negative
AM10-35_r3-.raw
Liver_Data
AM10 Negative
AM10-36_r35-.raw
Liver_Data
AM10 Negative
AM10-37_r26-.raw
Liver_Data
AM10 Negative
AM10-38_r24-.raw
Liver_Data
AM10 Negative
AM10-39_r13-.raw
Liver_Data
AM10 Negative
AM10-3_r28-.raw
Liver_Data
AM10 Negative
AM10-40_r56-.raw
Liver_Data
AM10 Negative
AM10-41_r45-.raw
Liver_Data
AM10 Negative
AM10-42_r16-.raw
Liver_Data
AM10 Negative
AM10-43_r43-.raw
Liver_Data
AM10 Negative
AM10-44_r21-.raw
Liver_Data
AM10 Negative
AM10-45_r15-.raw
Liver_Data
AM10 Negative
AM10-46_r36-.raw
Liver_Data
AM10 Negative
AM10-47_r52-.raw
Liver_Data
AM10 Negative
AM10-48_r29-.raw
Liver_Data
AM10 Negative
AM10-49_r4-.raw
Liver_Data
AM10 Negative
AM10-4_r44-.raw
Liver_Data
AM10 Negative
AM10-50_r31-.raw
Liver_Data
AM10 Negative
AM10-51_r10-.raw
Liver_Data
AM10 Negative
AM10-52_r47-.raw
Liver_Data
AM10 Negative
AM10-53_r49-.raw
Liver_Data
AM10 Negative
AM10-54_r58-.raw
Liver_Data
AM10 Negative
AM10-55_r57-.raw
Liver_Data
AM10 Negative
AM10-56_r9-.raw
Liver_Data
AM10 Negative
AM10-57_r37-.raw
Liver_Data
AM10 Negative
AM10-58_r38-.raw
Liver_Data
AM10 Negative
AM10-5_r42-.raw
Liver_Data
AM10 Negative
AM10-6_r2-.raw
Liver_Data
AM10 Negative
AM10-7_r8-.raw
Liver_Data
AM10 Negative
AM10-8_r46-.raw
Liver_Data
AM10 Negative
AM10-9_r12-.raw
Liver_Data
AM10 Positive
AM10-10_r4+.raw
Liver_Data
AM10 Positive
AM10-11_r29+.raw
Liver_Data
AM10 Positive
AM10-12_r55+.raw
Liver_Data
AM10 Positive
AM10-13_r16+.raw
Liver_Data
AM10 Positive
AM10-14_r24+.raw
Liver_Data
AM10 Positive
AM10-15_r35+.raw
Liver_Data
AM10 Positive
AM10-16_r6+.raw
Liver_Data
AM10 Positive
AM10-17_r23+.raw
Liver_Data
AM10 Positive
AM10-18_r37+.raw
Liver_Data
AM10 Positive
AM10-19_r3+.raw
Liver_Data
AM10 Positive
AM10-1_r20+.raw
Liver_Data
AM10 Positive
AM10-20_r27+.raw
Liver_Data
AM10 Positive
AM10-21_r1+.raw
Liver_Data
AM10 Positive
AM10-22_r47+.raw
Liver_Data
AM10 Positive
AM10-23_r22+.raw
Liver_Data
AM10 Positive
AM10-24_r17+.raw
Liver_Data
AM10 Positive
AM10-25_r9+.raw
Liver_Data
AM10 Positive
AM10-26_r26+.raw
Liver_Data
AM10 Positive
AM10-27_r49+.raw
Liver_Data
AM10 Positive
AM10-28_r14+.raw
Liver_Data
AM10 Positive
AM10-29_r32+.raw
Liver_Data
AM10 Positive
AM10-2_r44+.raw
Liver_Data
AM10 Positive
AM10-30_r28+.raw
Liver_Data
AM10 Positive
AM10-31_r36+.raw
Liver_Data
AM10 Positive
AM10-32_r45+.raw
Liver_Data
AM10 Positive
AM10-33_r54+.raw
Liver_Data
AM10 Positive
AM10-34_r39+.raw
Liver_Data
AM10 Positive
AM10-35_r33+.raw
Liver_Data
AM10 Positive
AM10-36_r38+.raw
Liver_Data
AM10 Positive
AM10-37_r40+.raw
Liver_Data
AM10 Positive
AM10-38_r30+.raw
Liver_Data
AM10 Positive
AM10-39_r8+.raw
Liver_Data
AM10 Positive
AM10-3_r15+.raw
Liver_Data
AM10 Positive
AM10-40_r11+.raw
Liver_Data
AM10 Positive
AM10-41_r57+.raw
Liver_Data
AM10 Positive
AM10-42_r46+.raw
Liver_Data
AM10 Positive
AM10-43_r41+.raw
Liver_Data
AM10 Positive
AM10-44_r53+.raw
Liver_Data
AM10 Positive
AM10-45_r52+.raw
Liver_Data
AM10 Positive
AM10-46_r13+.raw
Liver_Data
AM10 Positive
AM10-47_r50+.raw
Liver_Data
AM10 Positive
AM10-48_r48+.raw
Liver_Data
AM10 Positive
AM10-49_r10+.raw
Liver_Data
AM10 Positive
AM10-4_r2+.raw
Liver_Data
AM10 Positive
AM10-50_r5+.raw
Liver_Data
AM10 Positive
AM10-51_r25+.raw
Liver_Data
AM10 Positive
AM10-52_r43+.raw
Liver_Data
AM10 Positive
AM10-53_r12+.raw
Liver_Data
AM10 Positive
AM10-54_r18+.raw
Liver_Data
AM10 Positive
AM10-55_r7+.raw
Liver_Data
AM10 Positive
AM10-56_r56+.raw
Liver_Data
AM10 Positive
AM10-57_r58+.raw
Liver_Data
AM10 Positive
AM10-58_r51+.raw
Liver_Data
AM10 Positive
AM10-5_r19+.raw
Liver_Data
AM10 Positive
AM10-6_r34+.raw
Liver_Data
AM10 Positive
AM10-7_r21+.raw
Liver_Data
AM10 Positive
AM10-8_r42+.raw
Liver_Data
AM10 Positive
AM10-9_r31+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST001489
Initiating REDU-table generation for AN002466
Rest length is 33
raw file key found.
Initiating REDU-table generation for AN002467
Rest length is 33
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Heat Stress and SLB Raw Data
Positive_mode
10_Tween_28_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
11_Tween_28_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
12_Tween_28_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
25_SLB_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
26_SLB_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
27_SLB_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
28_SLB_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
29_SLB_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
30_SLB_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
31_Tween_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
32_Tween_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
33_Tween_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
34_Tween_38_3d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
49_SLB_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
50_SLB_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
51_SLB_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
52_SLB_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
53_SLB_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
54_SLB_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
55_Tween_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
56_Tween_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
57_Tween_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
58_Tween_38_6d_H2O.raw
Heat Stress and SLB Raw Data
Positive_mode
59_Tween_38_6d_H2O.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST000374
No raw data detected. Ignoring ST000374
Processing  ST001051
Initiating REDU-table generation for AN001720
Rest length is 18
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 808.53it/s]

 42%|████▏     | 1337/3150 [1:46:18<48:56,  1.62s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 42%|████▏     | 1338/3150 [1:46:21<58:31,  1.94s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003050
Initiating REDU-table generation for AN005001
Rest length is 120
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw files Serum_Plasma
Donor_10_Plasma_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_10_Plasma_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_10_Plasma_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_10_Plasma_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_10_Serum_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_10_Serum_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_10_Serum_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_10_Serum_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_11_Plasma_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_11_Plasma_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_11_Plasma_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_11_Plasma_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_11_Serum_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_11_Serum_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_11_Serum_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_11_Serum_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_12_Plasma_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_12_Plasma_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_12_Plasma_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_12_Plasma_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_12_Serum_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_12_Serum_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_12_Serum_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_12_Serum_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_1_Plasma_1.raw
Raw files Serum_Plasma
Donor_1_Plasma_2.raw
Raw files Serum_Plasma
Donor_1_Plasma_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_1_Plasma_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_1_Plasma_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_1_Plasma_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_1_Serum_1.raw
Raw files Serum_Plasma
Donor_1_Serum_2.raw
Raw files Serum_Plasma
Donor_1_Serum_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_1_Serum_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_1_Serum_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_1_Serum_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_2_Plasma_1.raw
Raw files Serum_Plasma
Donor_2_Plasma_2.raw
Raw files Serum_Plasma
Donor_2_Plasma_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_2_Plasma_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_2_Plasma_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_2_Plasma_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_2_Serum_1.raw
Raw files Serum_Plasma
Donor_2_Serum_2.raw
Raw files Serum_Plasma
Donor_2_Serum_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_2_Serum_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_2_Serum_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_2_Serum_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_3_Plasma_1.raw
Raw files Serum_Plasma
Donor_3_Plasma_2.raw
Raw files Serum_Plasma
Donor_3_Plasma_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_3_Plasma_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_3_Plasma_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_3_Plasma_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_3_Serum_1.raw
Raw files Serum_Plasma
Donor_3_Serum_2.raw
Raw files Serum_Plasma
Donor_3_Serum_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_3_Serum_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_3_Serum_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_3_Serum_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_4_Plasma_1.raw
Raw files Serum_Plasma
Donor_4_Plasma_2.raw
Raw files Serum_Plasma
Donor_4_Plasma_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_4_Plasma_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_4_Plasma_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_4_Plasma_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_4_Serum_1.raw
Raw files Serum_Plasma
Donor_4_Serum_2.raw
Raw files Serum_Plasma
Donor_4_Serum_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_4_Serum_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_4_Serum_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_4_Serum_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_5_Plasma_1.raw
Raw files Serum_Plasma
Donor_5_Plasma_2.raw
Raw files Serum_Plasma
Donor_5_Plasma_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_5_Plasma_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_5_Plasma_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_5_Plasma_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_5_Serum_1.raw
Raw files Serum_Plasma
Donor_5_Serum_2.raw
Raw files Serum_Plasma
Donor_5_Serum_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_5_Serum_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_5_Serum_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_5_Serum_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_6_Plasma_1.raw
Raw files Serum_Plasma
Donor_6_Plasma_2.raw
Raw files Serum_Plasma
Donor_6_Plasma_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_6_Plasma_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_6_Plasma_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_6_Plasma_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_6_Serum_1.raw
Raw files Serum_Plasma
Donor_6_Serum_2.raw
Raw files Serum_Plasma
Donor_6_Serum_after_Aspirin_1.raw
Raw files Serum_Plasma
Donor_6_Serum_after_Aspirin_2.raw
Raw files Serum_Plasma
Donor_6_Serum_before_Aspirin_1.raw
Raw files Serum_Plasma
Donor_6_Serum_before_Aspirin_2.raw
Raw files Serum_Plasma
Donor_7_Plasma_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_7_Plasma_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_7_Plasma_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_7_Plasma_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_7_Serum_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_7_Serum_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_7_Serum_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_7_Serum_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_8_Plasma_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_8_Plasma_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_8_Plasma_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_8_Plasma_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_8_Serum_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_8_Serum_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_8_Serum_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_8_Serum_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_9_Plasma_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_9_Plasma_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_9_Plasma_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_9_Plasma_before_Omega3_2.raw
Raw files Serum_Plasma
Donor_9_Serum_after_Omega3_1.raw
Raw files Serum_Plasma
Donor_9_Serum_after_Omega3_2.raw
Raw files Serum_Plasma
Donor_9_Serum_before_Omega3_1.raw
Raw files Serum_Plasma
Donor_9_Serum_before_Omega3_2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 120 rows!
Extracted information for 120 samples.
Processing  ST000213
No raw data detected. Ignoring ST000213
Processing  ST001481
No raw data detected. Ignoring ST001481
Processing  ST000900
Initiating REDU-table generation for AN001466/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1341/3150 [1:46:24<45:26,  1.51s/it]
 43%|████▎     | 1345/3150 [1:46:25<24:41,  1.22it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1347/3150 [1:46:27<28:49,  1.04it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1349/3150 [1:46:30<33:35,  1.12s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1350/3150 [1:46:34<43:27,  1.45s/it]
Rest length is 18
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Andrew Hanson mx317063
Raw Data
170123blvsa01_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa02_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa03_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa04_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa05_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa06_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa07_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa08_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa09_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa10_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa11_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa12_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa13_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa14_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa15_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa16_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa17_1.cdf
Andrew Hanson mx317063
Raw Data
170123blvsa18_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST002054
No raw data detected. Ignoring ST002054
Processing  ST000749
No raw data detected. Ignoring ST000749
Processing  ST000769
No raw data detected. Ignoring ST000769
Processing  ST000188
No raw data detected. Ignoring ST000188
Processing  ST001953
No raw data detected. Ignoring ST001953
Processing  ST001347
Initiating REDU-table generation for AN002241
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
YapYW_Nat_COmm_2
Raw data
C120180705_AR121_1-2_1.raw
YapYW_Nat_COmm_2
Raw data
C120180705_AR122_1-3_1.raw
YapYW_Nat_COmm_2
Raw data
C120180705_AR123_2-1_1.raw
YapYW_Nat_COmm_2
Raw data
C120180705_AR124_2-2_1.raw
YapYW_Nat_COmm_2
Raw data
C120180705_AR125_2-3_1.raw
YapYW_Nat_COmm_2
Raw data
C120180705_AR126_3-2_1.raw
YapYW_Nat_COmm_2
Raw data
C120180705_AR127_3-3_1.raw
YapYW_Nat_COmm_2
Raw data
C120180705_AR128_4-1_1.raw
YapYW_Nat_COmm_2
Raw data
C120180705_AR129_4-2_1.raw
YapYW_Nat_COmm_2
Raw data
C120180705_AR130_4-3_1.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000365
No raw data detected. Ignoring ST000365
Processing  ST002235
Initiating REDU-table generation for AN003645
Rest length is 88
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
mzXML
P_HA_PL076R1_B1_004_1198412.mzXML
mzXML
P_HA_PL076R1_B1_005_1189620.mzXML
mzXML
P_HA_PL076R1_B1_007_1186336.mzXML
mzXML
P_HA_PL076R1_B1_009_1194855.mzXML
mzXML
P_HA_PL076R1_B1_012_1205171.mzXML
mzXML
P_HA_PL076R1_B1_015_1191460.mzXML
mzXML
P_HA_PL076R1_B1_016_1192956.mzXML
mzXML
P_HA_PL076R1_B1_019_1214978.mzXML
mzXML
P_HA_PL076R1_B1_021_1216364.mzXML
mzXML
P_HA_PL076R1_B1_023_1194858.mzXML
mzXML
P_HA_PL076R1_B1_024_1201708.mzXML
mzXML
P_HA_PL076R1_B1_030_1189743.mzXML
mzXML
P_HA_PL076R1_B1_033_1208534.mzXML
mzXML
P_HA_PL076R1_B1_034_1204735.mzXML
mzXML
P_HA_PL076R1_B1_036_1186655.mzXML
mzXML
P_HA_PL076R1_B1_042_1205402.mzXML
mzXML
P_HA_PL076R1_B1_043_1197283.mzXML
mzXML
P_HA_PL076R1_B1_047_1199905.mzXML
mzXML
P_HA_PL076R1_B1_049_1190029.mzXML
mzXML
P_HA_PL076R1_B1_052_1208538.mzXML
mzXML
P_HA_PL076R1_B1_058_1206621.mzXML
mzXML
P_HA_PL094_B1_009_1229043.mzXML
mzXML
P_HA_PL094_B1_013_1225423.mzXML
mzXML
P_HA_PL094_B1_025_1228807.mzXML
mzXML
P_HA_PL094_B1_045_1236361.mzXML
mzXML
P_HA_PL094_B1_053_1206035.mzXML
mzXML
P_HA_PL094_B1_067_1226712.mzXML
mzXML
P_HA_PL094_B1_077_1226981.mzXML
mzXML
P_HA_PL094_B1_079_1234137.mzXML
mzXML
P_HA_PL094_B1_097_1223685.mzXML
mzXML
P_HA_PL094_B1_117_1223999.mzXML
mzXML
P_HA_PL127_B1_011_1215709.mzXML
mzXML
P_HA_PL127_B1_013_1232134.mzXML
mzXML
P_HA_PL127_B1_017_1247273.mzXML
mzXML
P_HA_PL127_B1_023_1244941.mzXML
mzXML
P_HA_PL127_B1_043_1252247.mzXML
mzXML
P_HA_PL127_B1_049_1226721.mzXML
mzXML
P_HA_PL127_B1_055_1244768.mzXML
mzXML
P_HA_PL127_B1_057_1236612.mzXML
mzXML
P_HA_PL127_B1_059_1244002.mzXML
mzXML
P_HA_PL127_B1_079_1224847.mzXML
mzXML
P_HA_PL127_B1_093_1259011.mzXML
mzXML
P_HA_PL127_B1_097_1256541.mzXML
mzXML
P_HA_PL127_B1_101_1252243.mzXML
mzXML
P_HA_PL127_B1_117_1256961.mzXML
mzXML
P_HA_PL127_B1_129_1258803.mzXML
mzXML
P_HA_PL127_B1_143_1239706.mzXML
mzXML
P_HA_PL127_B1_145_1218367.mzXML
mzXML
P_HA_PL127_B1_149_1257232.mzXML
mzXML
P_HA_PL127_B1_153_1227136.mzXML
mzXML
P_HA_PL127_B1_173_1251794.mzXML
mzXML
P_HA_PL127_B1_175_1248881.mzXML
mzXML
P_HA_PL244_B1_005_1299198.mzXML
mzXML
P_HA_PL244_B1_007_1301510.mzXML
mzXML
P_HA_PL244_B1_009_1226561.mzXML
mzXML
P_HA_PL244_B1_011_1283937.mzXML
mzXML
P_HA_PL244_B1_021_1282931.mzXML
mzXML
P_HA_PL244_B1_041_1317064.mzXML
mzXML
P_HA_PL244_B1_043_1300096.mzXML
mzXML
P_HA_PL244_B1_049_1318419.mzXML
mzXML
P_HA_PL244_B1_059_1312729.mzXML
mzXML
P_HA_PL244_B1_061_1311163.mzXML
mzXML
P_HA_PL244_B1_065_1284366.mzXML
mzXML
P_HA_PL244_B1_069_1276745.mzXML
mzXML
P_HA_PL244_B1_073_1320905.mzXML
mzXML
P_HA_PL244_B1_077_1295553.mzXML
mzXML
P_HA_PL244_B1_085_1315485.mzXML
mzXML
P_HA_PL244_B1_089_1296089.mzXML
mzXML
P_HA_PL244_B1_103_1314974.mzXML
mzXML
P_HA_PL244_B1_105_1319868.mzXML
mzXML
P_HA_PL244_B1_115_1316186.mzXML
mzXML
P_HA_PL244_B1_121_1271325.mzXML
mzXML
P_HA_PL244_B1_133_1310613.mzXML
mzXML
P_HA_PL244_B1_139_1270702.mzXML
mzXML
P_HA_PL244_B1_141_1233887.mzXML
mzXML
P_HA_PL244_B1_157_1308931.mzXML
mzXML
P_HA_PL244_B1_163_1318261.mzXML
mzXML
P_HA_PL244_B1_173_1286838.mzXML
mzXML
P_HA_PL244_B1_177_1319248.mzXML
mzXML
P_HA_PL244_B1_179_1320107.mzXML
mzXML
P_HA_PL244_B1_191_1306321.mzXML
mzXML
P_HA_PL244_B1_193_1235250.mzXML
mzXML
P_HA_PL244_B1_201_1277158.mzXML
mzXML
P_HA_PL244_B1_223_1318823.mzXML
mzXML
P_HA_PL244_B1_225_1292677.mzXML
mzXML
P_HA_PL244_B1_233_1205718.mzXML
mzXML
P_HA_PL244_B1_237_1313162.mzXML
mzXML
P_HA_PL244_B1_239_1297780.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 88 rows!
Extracted information for 88 samples.
Processing  ST003384
Initiating REDU-table generation for AN005542
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Plasma_C30_CisHFDMyr_101.mzXML
Plasma_C30_CisHFDMyr_102.mzXML
Plasma_C30_CisHFDMyr_103.mzXML
Plasma_C30_CisHFDMyr_104.mzXML
Plasma_C30_CisHFDMyr_105.mzXML
Plasma_C30_CisHFDMyr_141.mzXML
Plasma_C30_CisHFDMyr_142.mzXML
Plasma_C30_CisHFDMyr_143.mzXML
Plasma_C30_CisHFDMyr_144.mzXML
Plasma_C30_CisHFDMyr_145.mzXML
Plasma_C30_CisHFD_11.mzXML
Plasma_C30_CisHFD_12.mzXML
Plasma_C30_CisHFD_13.mzXML
Plasma_C30_CisHFD_14.mzXML
Plasma_C30_CisHFD_15.mzXML
Plasma_C30_CisHFD_31.mzXML
Plasma_C30_CisHFD_32.mzXML
Plasma_C30_CisHFD_33.mzXML
Plasma_C30_CisHFD_34.mzXML
Plasma_C30_CisHFD_35.mzXML
Plasma_C30_TransHFDMyr_61.mzXML
Plasma_C30_TransHFDMyr_62.mzXML
Plasma_C30_TransHFDMyr_63.mzXML
Plasma_C30_TransHFDMyr_64.mzXML
Plasma_C30_TransHFDMyr_65.mzXML
Plasma_C30_TransHFDMyr_91.mzXML
Plasma_C30_TransHFDMyr_92.mzXML
Plasma_C30_TransHFDMyr_93.mzXML
Plasma_C30_TransHFDMyr_94.mzXML
Plasma_C30_TransHFDMyr_95.mzXML
Plasma_C30_TransHFD_41.mzXML
Plasma_C30_TransHFD_42.mzXML
Plasma_C30_TransHFD_43.mzXML
Plasma_C30_TransHFD_44.mzXML
Plasma_C30_TransHFD_45.mzXML
Plasma_C30_TransHFD_81.mzXML
Plasma_C30_TransHFD_82.mzXML
Plasma_C30_TransHFD_83.mzXML
Plasma_C30_TransHFD_84.mzXML
Plasma_C30_TransHFD_85.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002033
Initiating REDU-table generation for AN003305
Rest length is 57
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/57 [00:00<?, ?it/s]

Mapping potential matches:  39%|███▊      | 22/57 [00:00<00:00, 218.89it/s]

Mapping potential matches:  79%|███████▉  | 45/57 [00:00<00:00, 221.18it/s]
Mapping potential matches: 100%|██████████| 57/57 [00:00<00:00, 221.32it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003306
Rest length is 57
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/57 [00:00<?, ?it/s]

Mapping potential matches:  39%|███▊      | 22/57 [00:00<00:00, 217.81it/s]

Mapping potential matches:  79%|███████▉  | 45/57 [00:00<00:00, 222.16it/s]
Mapping potential matches: 100%|██████████| 57/57 [00:00<00:00, 221.29it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1351/3150 [1:46:38<1:00:35,  2.02s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Prestool_Data
negative
AM1-1-.raw
Prestool_Data
negative
AM1-10-.raw
Prestool_Data
negative
AM1-11-.raw
Prestool_Data
negative
AM1-12-.raw
Prestool_Data
negative
AM1-13-.raw
Prestool_Data
negative
AM1-14-.raw
Prestool_Data
negative
AM1-15-.raw
Prestool_Data
negative
AM1-16-.raw
Prestool_Data
negative
AM1-17-.raw
Prestool_Data
negative
AM1-18-.raw
Prestool_Data
negative
AM1-19-.raw
Prestool_Data
negative
AM1-2-.raw
Prestool_Data
negative
AM1-20-.raw
Prestool_Data
negative
AM1-21-.raw
Prestool_Data
negative
AM1-22-.raw
Prestool_Data
negative
AM1-23-.raw
Prestool_Data
negative
AM1-24-.raw
Prestool_Data
negative
AM1-25-.raw
Prestool_Data
negative
AM1-26-.raw
Prestool_Data
negative
AM1-27-.raw
Prestool_Data
negative
AM1-28-.raw
Prestool_Data
negative
AM1-29-.raw
Prestool_Data
negative
AM1-3-.raw
Prestool_Data
negative
AM1-30-.raw
Prestool_Data
negative
AM1-31-.raw
Prestool_Data
negative
AM1-32-.raw
Prestool_Data
negative
AM1-33-.raw
Prestool_Data
negative
AM1-34-.raw
Prestool_Data
negative
AM1-35-.raw
Prestool_Data
negative
AM1-36-.raw
Prestool_Data
negative
AM1-37-.raw
Prestool_Data
negative
AM1-38-.raw
Prestool_Data
negative
AM1-39-.raw
Prestool_Data
negative
AM1-4-.raw
Prestool_Data
negative
AM1-40-.raw
Prestool_Data
negative
AM1-41-.raw
Prestool_Data
negative
AM1-42-.raw
Prestool_Data
negative
AM1-43-.raw
Prestool_Data
negative
AM1-44-.raw
Prestool_Data
negative
AM1-45-.raw
Prestool_Data
negative
AM1-46-.raw
Prestool_Data
negative
AM1-47-.raw
Prestool_Data
negative
AM1-48-.raw
Prestool_Data
negative
AM1-49-.raw
Prestool_Data
negative
AM1-5-.raw
Prestool_Data
negative
AM1-50-.raw
Prestool_Data
negative
AM1-51-.raw
Prestool_Data
negative
AM1-52-.raw
Prestool_Data
negative
AM1-53-.raw
Prestool_Data
negative
AM1-54-.raw
Prestool_Data
negative
AM1-55-.raw
Prestool_Data
negative
AM1-56-.raw
Prestool_Data
negative
AM1-57-.raw
Prestool_Data
negative
AM1-6-.raw
Prestool_Data
negative
AM1-7-.raw
Prestool_Data
negative
AM1-8-.raw
Prestool_Data
negative
AM1-9-.raw
Prestool_Data
positive
AM1-1+.raw
Prestool_Data
positive
AM1-10+.raw
Prestool_Data
positive
AM1-11+.raw
Prestool_Data
positive
AM1-12+.raw
Prestool_Data
positive
AM1-13+.raw
Prestool_Data
positive
AM1-14+.raw
Prestool_Data
positive
AM1-15+.raw
Prestool_Data
positive
AM1-16+.raw
Prestool_Data
positive
AM1-17+.raw
Prestool_Data
positive
AM1-18+.raw
Prestool_Data
positive
AM1-19+.raw
Prestool_Data
positive
AM1-2+.raw
Prestool_Data
positive
AM1-20+.raw
Prestool_Data
positive
AM1-21+.raw
Prestool_Data
positive
AM1-22+.raw
Prestool_Data
positive
AM1-23+.raw
Prestool_Data
positive
AM1-24+.raw
Prestool_Data
positive
AM1-25+.raw
Prestool_Data
positive
AM1-26+.raw
Prestool_Data
positive
AM1-27+.raw
Prestool_Data
positive
AM1-28+.raw
Prestool_Data
positive
AM1-29+.raw
Prestool_Data
positive
AM1-3+.raw
Prestool_Data
positive
AM1-30+.raw
Prestool_Data
positive
AM1-31+.raw
Prestool_Data
positive
AM1-32+.raw
Prestool_Data
positive
AM1-33+.raw
Prestool_Data
positive
AM1-34+.raw
Prestool_Data
positive
AM1-35+.raw
Prestool_Data
positive
AM1-36+.raw
Prestool_Data
positive
AM1-37+.raw
Prestool_Data
positive
AM1-38+.raw
Prestool_Data
positive
AM1-39+.raw
Prestool_Data
positive
AM1-4+.raw
Prestool_Data
positive
AM1-40+.raw
Prestool_Data
positive
AM1-41+.raw
Prestool_Data
positive
AM1-42+.raw
Prestool_Data
positive
AM1-43+.raw
Prestool_Data
positive
AM1-44+.raw
Prestool_Data
positive
AM1-45+.raw
Prestool_Data
positive
AM1-46+.raw
Prestool_Data
positive
AM1-47+.raw
Prestool_Data
positive
AM1-48+.raw
Prestool_Data
positive
AM1-49+.raw
Prestool_Data
positive
AM1-5+.raw
Prestool_Data
positive
AM1-50+.raw
Prestool_Data
positive
AM1-51+.raw
Prestool_Data
positive
AM1-52+.raw
Prestool_Data
positive
AM1-53+.raw
Prestool_Data
positive
AM1-54+.raw
Prestool_Data
positive
AM1-55+.raw
Prestool_Data
positive
AM1-56+.raw
Prestool_Data
positive
AM1-57+.raw
Prestool_Data
positive
AM1-6+.raw
Prestool_Data
positive
AM1-7+.raw
Prestool_Data
positive
AM1-8+.raw
Prestool_Data
positive
AM1-9+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 114 rows!
Extracted information for 114 samples.
Processing  ST002956
Initiating REDU-table generation for AN004853
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:   7%|▋         | 6/90 [00:00<00:01, 52.38it/s]

Mapping potential matches:  13%|█▎        | 12/90 [00:00<00:01, 52.50it/s]

Mapping potential matches:  20%|██        | 18/90 [00:00<00:01, 52.67it/s]

Mapping potential matches:  27%|██▋       | 24/90 [00:00<00:01, 52.81it/s]

Mapping potential matches:  33%|███▎      | 30/90 [00:00<00:01, 52.79it/s]

Mapping potential matches:  40%|████      | 36/90 [00:00<00:01, 52.98it/s]

Mapping potential matches:  47%|████▋     | 42/90 [00:00<00:00, 53.07it/s]

Mapping potential matches:  53%|█████▎    | 48/90 [00:00<00:00, 53.16it/s]

Mapping potential matches:  60%|██████    | 54/90 [00:01<00:00, 53.25it/s]

Mapping potential matches:  67%|██████▋   | 60/90 [00:01<00:00, 53.16it/s]

Mapping potential matches:  73%|███████▎  | 66/90 [00:01<00:00, 53.07it/s]

Mapping potential matches:  80%|████████  | 72/90 [00:01<00:00, 53.16it/s]

Mapping potential matches:  87%|████████▋ | 78/90 [00:01<00:00, 53.23it/s]

Mapping potential matches:  93%|█████████▎| 84/90 [00:01<00:00, 53.22it/s]

Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 50.04it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 52.33it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004854
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:   7%|▋         | 6/90 [00:00<00:01, 53.70it/s]

Mapping potential matches:  13%|█▎        | 12/90 [00:00<00:01, 54.10it/s]

Mapping potential matches:  20%|██        | 18/90 [00:00<00:01, 54.32it/s]

Mapping potential matches:  27%|██▋       | 24/90 [00:00<00:01, 54.13it/s]

Mapping potential matches:  33%|███▎      | 30/90 [00:00<00:01, 54.03it/s]

Mapping potential matches:  40%|████      | 36/90 [00:00<00:00, 54.10it/s]

Mapping potential matches:  47%|████▋     | 42/90 [00:00<00:00, 54.10it/s]

Mapping potential matches:  53%|█████▎    | 48/90 [00:00<00:00, 54.38it/s]

Mapping potential matches:  60%|██████    | 54/90 [00:01<00:00, 52.07it/s]

Mapping potential matches:  67%|██████▋   | 60/90 [00:01<00:00, 48.02it/s]

Mapping potential matches:  72%|███████▏  | 65/90 [00:01<00:00, 47.96it/s]

Mapping potential matches:  78%|███████▊  | 70/90 [00:01<00:00, 48.00it/s]

Mapping potential matches:  83%|████████▎ | 75/90 [00:01<00:00, 47.77it/s]

Mapping potential matches:  89%|████████▉ | 80/90 [00:01<00:00, 45.25it/s]

Mapping potential matches:  96%|█████████▌| 86/90 [00:01<00:00, 47.33it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 50.43it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004855
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:   7%|▋         | 6/90 [00:00<00:01, 54.22it/s]

Mapping potential matches:  13%|█▎        | 12/90 [00:00<00:01, 53.91it/s]

Mapping potential matches:  20%|██        | 18/90 [00:00<00:01, 54.32it/s]

Mapping potential matches:  27%|██▋       | 24/90 [00:00<00:01, 54.51it/s]

Mapping potential matches:  33%|███▎      | 30/90 [00:00<00:01, 54.21it/s]

Mapping potential matches:  40%|████      | 36/90 [00:00<00:00, 54.27it/s]

Mapping potential matches:  47%|████▋     | 42/90 [00:00<00:00, 54.19it/s]

Mapping potential matches:  53%|█████▎    | 48/90 [00:00<00:00, 54.13it/s]

Mapping potential matches:  60%|██████    | 54/90 [00:00<00:00, 54.21it/s]

Mapping potential matches:  67%|██████▋   | 60/90 [00:01<00:00, 54.59it/s]

Mapping potential matches:  73%|███████▎  | 66/90 [00:01<00:00, 54.81it/s]

Mapping potential matches:  80%|████████  | 72/90 [00:01<00:00, 54.83it/s]

Mapping potential matches:  87%|████████▋ | 78/90 [00:01<00:00, 54.82it/s]

Mapping potential matches:  93%|█████████▎| 84/90 [00:01<00:00, 54.92it/s]

Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 55.14it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 54.61it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004856
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:   7%|▋         | 6/90 [00:00<00:01, 52.36it/s]

Mapping potential matches:  13%|█▎        | 12/90 [00:00<00:01, 52.63it/s]

Mapping potential matches:  20%|██        | 18/90 [00:00<00:01, 52.97it/s]

Mapping potential matches:  27%|██▋       | 24/90 [00:00<00:01, 53.18it/s]

Mapping potential matches:  33%|███▎      | 30/90 [00:00<00:01, 53.12it/s]

Mapping potential matches:  40%|████      | 36/90 [00:00<00:01, 53.19it/s]

Mapping potential matches:  47%|████▋     | 42/90 [00:00<00:00, 53.00it/s]

Mapping potential matches:  53%|█████▎    | 48/90 [00:00<00:00, 52.97it/s]

Mapping potential matches:  60%|██████    | 54/90 [00:01<00:00, 52.85it/s]

Mapping potential matches:  67%|██████▋   | 60/90 [00:01<00:00, 52.75it/s]

Mapping potential matches:  73%|███████▎  | 66/90 [00:01<00:00, 52.87it/s]

Mapping potential matches:  80%|████████  | 72/90 [00:01<00:00, 53.01it/s]

Mapping potential matches:  87%|████████▋ | 78/90 [00:01<00:00, 53.14it/s]

Mapping potential matches:  93%|█████████▎| 84/90 [00:01<00:00, 53.43it/s]

Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 54.03it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 53.22it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
X0141-M001A-05_3C9.mzML
X0141-M001A-06_1A4.mzML
X0141-M001A-07_2A1.mzML
X0141-M001A-08_3A10.mzML
X0141-M001A-09_1C2.mzML
X0141-M001A-100_1A7.mzML
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X0141-M004A-27_2C8.mzML
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X0141-M004A-29_2A10.mzML
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X0141-M004A-36_3A9.mzML
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X0141-M004A-64_3C3_200131142132.mzML
X0141-M004A-65_2A6_200131152955.mzML
X0141-M004A-66_2C1_200131163753.mzML
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X0141-M005A-09_1C2_200123190509.mzML
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1352/3150 [1:46:54<2:24:15,  4.81s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1354/3150 [1:46:56<1:42:35,  3.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1356/3150 [1:47:03<1:41:44,  3.40s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1360/3150 [1:47:06<1:02:38,  2.10s/it]
X0141-M005A-52_2C7.mzML
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X0141-M005A-67_1B4.mzML
X0141-M005A-68_1C1.mzML
X0141-M005A-69_3C5.mzML
X0141-M005A-70_1B6.mzML
X0141-M005A-71_2A7.mzML
X0141-M005A-72_1C3.mzML
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X0141-M005A-76_1C5.mzML
X0141-M005A-81_2A2.mzML
X0141-M005A-82_3C4.mzML
X0141-M005A-83_2C4.mzML
X0141-M005A-84_1B5.mzML
X0141-M005A-85_3A8.mzML
X0141-M005A-86_2A8.mzML
X0141-M005A-87_1B7.mzML
X0141-M005A-88_3B7.mzML
X0141-M005A-89_3C10.mzML
X0141-M005A-90_2C10.mzML
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X0141-M005A-92_2B8.mzML
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X0141-M005A-94_2C9.mzML
X0141-M005A-95_1A3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 361 rows!
Extracted information for 361 samples.
Processing  ST003287
No raw data detected. Ignoring ST003287
Processing  ST002962
Initiating REDU-table generation for AN004863
Rest length is 33
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
1515-T-8_SIM Scan.mzXML
MyData
1515-T-9_SIM Scan.mzXML
MyData
1516-T-8_SIM Scan.mzXML
MyData
1516-T-9_SIM Scan.mzXML
MyData
1517-T-7_SIM Scan.mzXML
MyData
1517-T-8_SIM Scan.mzXML
MyData
1517-T-9_SIM Scan.mzXML
MyData
3094-T-7_SIM Scan.mzXML
MyData
3094-T-8_SIM Scan.mzXML
MyData
3094-T-9_SIM Scan.mzXML
MyData
3095-T-7_SIM Scan.mzXML
MyData
3095-T-9_SIM Scan.mzXML
MyData
3096-T-7_SIM Scan.mzXML
MyData
3096-T-8_SIM Scan.mzXML
MyData
3096-T-9_SIM Scan.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST001218
No raw data detected. Ignoring ST001218
Processing  ST002763
Initiating REDU-table generation for AN004492
Rest length is 132
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004493
Rest length is 132
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004494
Rest length is 132
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004495
Rest length is 132
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004496
Rest length is 132
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004497
Rest length is 132
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
A1_CE-MS.mzML
A1_GC-MS.mzML
A1_LC-MSneg.mzML
A1_LC-MSpos.mzML
A2_CE-MS.mzML
A2_GC-MS.mzML
A2_LC-MSneg.mzML
A2_LC-MSpos.mzML
A3_CE-MS.mzML
A3_GC-MS.mzML
A3_LC-MSneg.mzML
A3_LC-MSpos.mzML
A4_CE-MS.mzML
A4_GC-MS.mzML
A4_LC-MSneg.mzML
A4_LC-MSpos.mzML
A5_CE-MS.mzML
A5_GC-MS.mzML
A5_LC-MSneg.mzML
A5_LC-MSpos.mzML
B1_CE-MS.mzML
B1_GC-MS.mzML
B1_LC-MSneg.mzML
B1_LC-MSpos.mzML
B2_CE-MS.mzML
B2_GC-MS.mzML
B2_LC-MSneg.mzML
B2_LC-MSpos.mzML
B3_CE-MS.mzML
B3_GC-MS.mzML
B3_LC-MSneg.mzML
B3_LC-MSpos.mzML
B4_CE-MS.mzML
B4_GC-MS.mzML
B4_LC-MSneg.mzML
B4_LC-MSpos.mzML
B5_CE-MS.mzML
B5_GC-MS.mzML
B5_LC-MSneg.mzML
B5_LC-MSpos.mzML
C1_CE-MS.mzML
C1_GC-MS.mzML
C1_LC-MSneg.mzML
C1_LC-MSpos.mzML
C2_CE-MS.mzML
C2_GC-MS.mzML
C2_LC-MSneg.mzML
C2_LC-MSpos.mzML
C3_CE-MS.mzML
C3_GC-MS.mzML
C3_LC-MSneg.mzML
C3_LC-MSpos.mzML
C4_CE-MS.mzML
C4_GC-MS.mzML
C4_LC-MSneg.mzML
C4_LC-MSpos.mzML
C5_CE-MS.mzML
C5_GC-MS.mzML
C5_LC-MSneg.mzML
C5_LC-MSpos.mzML
D1_CE-MS.mzML
D1_GC-MS.mzML
D1_LC-MSneg.mzML
D1_LC-MSpos.mzML
D2_CE-MS.mzML
D2_GC-MS.mzML
D2_LC-MSneg.mzML
D2_LC-MSpos.mzML
D3_CE-MS.mzML
D3_GC-MS.mzML
D3_LC-MSneg.mzML
D3_LC-MSpos.mzML
D4_CE-MS.mzML
D4_GC-MS.mzML
D4_LC-MSneg.mzML
D4_LC-MSpos.mzML
D5_CE-MS.mzML
D5_GC-MS.mzML
D5_LC-MSneg.mzML
D5_LC-MSpos.mzML
E1_CE-MS.mzML
E1_GC-MS.mzML
E1_LC-MSneg.mzML
E1_LC-MSpos.mzML
E2_CE-MS.mzML
E2_GC-MS.mzML
E2_LC-MSneg.mzML
E2_LC-MSpos.mzML
E3_CE-MS.mzML
E3_GC-MS.mzML
E3_LC-MSneg.mzML
E3_LC-MSpos.mzML
E4_CE-MS.mzML
E4_GC-MS.mzML
E4_LC-MSneg.mzML
E4_LC-MSpos.mzML
E5_CE-MS.mzML
E5_GC-MS.mzML
E5_LC-MSneg.mzML
E5_LC-MSpos.mzML
QC_norm_ITMS_neg_1.mzML
QC_norm_ITMS_neg_2.mzML
QC_norm_ITMS_neg_3.mzML
QC_norm_ITMS_neg_4.mzML
QC_norm_ITMS_neg_5.mzML
QC_norm_ITMS_neg_6.mzML
QC_norm_ITMS_neg_7.mzML
QC_norm_ITMS_neg_8.mzML
QC_norm_ITMS_pos_1.mzML
QC_norm_ITMS_pos_2.mzML
QC_norm_ITMS_pos_3.mzML
QC_norm_ITMS_pos_4.mzML
QC_norm_ITMS_pos_5.mzML
QC_norm_ITMS_pos_6.mzML
QC_norm_ITMS_pos_7.mzML
QC_norm_ITMS_pos_8.mzML
QC_vol_ITMS_neg_1.mzML
QC_vol_ITMS_neg_2.mzML
QC_vol_ITMS_neg_3.mzML
QC_vol_ITMS_neg_4.mzML
QC_vol_ITMS_neg_5.mzML
QC_vol_ITMS_neg_6.mzML
QC_vol_ITMS_neg_7.mzML
QC_vol_ITMS_neg_8.mzML
QC_vol_ITMS_pos_1.mzML
QC_vol_ITMS_pos_2.mzML
QC_vol_ITMS_pos_3.mzML
QC_vol_ITMS_pos_4.mzML
QC_vol_ITMS_pos_5.mzML
QC_vol_ITMS_pos_6.mzML
QC_vol_ITMS_pos_7.mzML
QC_vol_ITMS_pos_8.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 132 rows!
Extracted information for 132 samples.
Processing  ST001187
No raw data detected. Ignoring ST001187
Processing  ST002285
No raw data detected. Ignoring ST002285
Processing  ST000648
No raw data detected. Ignoring ST000648
Processing  ST002245
Initiating REDU-table generation for AN003665
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11801 ES BR1 IS IDA-1.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11801 ES BR1 IS IDA-2.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11801 ES BR1 IS IDA-3.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11801 ES BR2 IS IDA-1.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11801 ES BR2 IS IDA-2.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11801 ES BR2 IS IDA-3.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11801 ES BR3 IS IDA-1.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11801 ES BR3 IS IDA-2.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11801 ES BR3 IS IDA-3.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11802 ES BR1 IS IDA-1.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11802 ES BR1 IS IDA-2.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11802 ES BR1 IS IDA-3.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11802 ES BR2 IS IDA-1.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11802 ES BR2 IS IDA-2.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11802 ES BR2 IS IDA-3.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11802 ES BR3 IS IDA-1.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11802 ES BR3 IS IDA-2.wiff
Comparative Metabolome Profiling of S.elongatus PCC 11801 and 11802
11802 ES BR3 IS IDA-3.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000879
Initiating REDU-table generation for AN001429
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/56 [00:00<00:00, 135.11it/s]

Mapping potential matches:  50%|█████     | 28/56 [00:00<00:00, 135.64it/s]

Mapping potential matches:  75%|███████▌  | 42/56 [00:00<00:00, 136.36it/s]

Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 136.30it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 136.09it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001430
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/56 [00:00<00:00, 135.25it/s]

Mapping potential matches:  50%|█████     | 28/56 [00:00<00:00, 136.80it/s]

Mapping potential matches:  75%|███████▌  | 42/56 [00:00<00:00, 136.74it/s]

Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 136.70it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 136.57it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001431
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/56 [00:00<00:00, 135.25it/s]

Mapping potential matches:  50%|█████     | 28/56 [00:00<00:00, 136.22it/s]

Mapping potential matches:  75%|███████▌  | 42/56 [00:00<00:00, 136.83it/s]

Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 137.01it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 136.70it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001432
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/56 [00:00<00:00, 139.14it/s]

Mapping potential matches:  50%|█████     | 28/56 [00:00<00:00, 139.50it/s]

Mapping potential matches:  75%|███████▌  | 42/56 [00:00<00:00, 139.33it/s]

Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 139.15it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 139.17it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1361/3150 [1:47:12<1:21:10,  2.72s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
plasma
Fujisaka2017
C8-pos
0001_KAH_HFD_LIP-12_HFD_vancomycin_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0002_KAH_HFD_LIP-13_HFD_metronidazole_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0003_KAH_HFD_LIP-11_HFD_vancomycin_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0004_KAH_HFD_LIP-3_Chow_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0005_KAH_HFD_LIP-1_Chow_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0006_KAH_HFD_LIP-5_HFD_placebo_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0007_KAH_HFD_LIP-2_Chow_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0009_KAH_HFD_LIP-9_HFD_vancomycin_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0010_KAH_HFD_LIP-6_HFD_placebo_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0011_KAH_HFD_LIP-10_HFD_vancomycin_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0012_KAH_HFD_LIP-8_HFD_placebo_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0013_KAH_HFD_LIP-16_HFD_metronidazole_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0014_KAH_HFD_LIP-7_HFD_placebo_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0015_KAH_HFD_LIP-15_HFD_metronidazole_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0016_KAH_HFD_LIP-14_HFD_metronidazole_B6Jax.raw
plasma
Fujisaka2017
C8-pos
0017_KAH_HFD_LIP-19_Chow_129Tac.raw
plasma
Fujisaka2017
C8-pos
0018_KAH_HFD_LIP-17_Chow_129Tac.raw
plasma
Fujisaka2017
C8-pos
0019_KAH_HFD_LIP-23_HFD_placebo_129Tac.raw
plasma
Fujisaka2017
C8-pos
0020_KAH_HFD_LIP-21_HFD_placebo_129Tac.raw
plasma
Fujisaka2017
C8-pos
0021_KAH_HFD_LIP-20_Chow_129Tac.raw
plasma
Fujisaka2017
C8-pos
0022_KAH_HFD_LIP-30_HFD_metronidazole_129Tac.raw
plasma
Fujisaka2017
C8-pos
0023_KAH_HFD_LIP-29_HFD_metronidazole_129Tac.raw
plasma
Fujisaka2017
C8-pos
0024_KAH_HFD_LIP-24_HFD_placebo_129Tac.raw
plasma
Fujisaka2017
C8-pos
0025_KAH_HFD_LIP-25_HFD_vancomycin_129Tac.raw
plasma
Fujisaka2017
C8-pos
0026_KAH_HFD_LIP-27_HFD_vancomycin_129Tac.raw
plasma
Fujisaka2017
C8-pos
0027_KAH_HFD_LIP-32_HFD_metronidazole_129Tac.raw
plasma
Fujisaka2017
C8-pos
0028_KAH_HFD_LIP-18_Chow_129Tac.raw
plasma
Fujisaka2017
C8-pos
0029_KAH_HFD_LIP-22_HFD_placebo_129Tac.raw
plasma
Fujisaka2017
C8-pos
0030_KAH_HFD_LIP-28_HFD_vancomycin_129Tac.raw
plasma
Fujisaka2017
C8-pos
0031_KAH_HFD_LIP-26_HFD_vancomycin_129Tac.raw
plasma
Fujisaka2017
C8-pos
0032_KAH_HFD_LIP-31_HFD_metronidazole_129Tac.raw
plasma
Fujisaka2017
C8-pos
0033_KAH_HFD_LIP-45_HFD_metronidazole_129Jax.raw
plasma
Fujisaka2017
C8-pos
0034_KAH_HFD_LIP-34_Chow_129Jax.raw
plasma
Fujisaka2017
C8-pos
0035_KAH_HFD_LIP-38_HFD_placebo_129Jax.raw
plasma
Fujisaka2017
C8-pos
0036_KAH_HFD_LIP-40_HFD_placebo_129Jax.raw
plasma
Fujisaka2017
C8-pos
0037_KAH_HFD_LIP-33_Chow_129Jax.raw
plasma
Fujisaka2017
C8-pos
0038_KAH_HFD_LIP-43_HFD_vancomycin_129Jax.raw
plasma
Fujisaka2017
C8-pos
0039_KAH_HFD_LIP-37_HFD_placebo_129Jax.raw
plasma
Fujisaka2017
C8-pos
0040_KAH_HFD_LIP-42_HFD_vancomycin_129Jax.raw
plasma
Fujisaka2017
C8-pos
0041_KAH_HFD_LIP-35_Chow_129Jax.raw
plasma
Fujisaka2017
C8-pos
0042_KAH_HFD_LIP-39_HFD_placebo_129Jax.raw
plasma
Fujisaka2017
C8-pos
0043_KAH_HFD_LIP-36_Chow_129Jax.raw
plasma
Fujisaka2017
C8-pos
0044_KAH_HFD_LIP-44_HFD_vancomycin_129Jax.raw
plasma
Fujisaka2017
C8-pos
0045_KAH_HFD_LIP-47_HFD_metronidazole_129Jax.raw
plasma
Fujisaka2017
C8-pos
0046_KAH_HFD_LIP-48_HFD_metronidazole_129Jax.raw
plasma
Fujisaka2017
C8-pos
0047_KAH_HFD_LIP-46_HFD_metronidazole_129Jax.raw
plasma
Fujisaka2017
C8-pos
0048_KAH_HFD_LIP-41_HFD_vancomycin_129Jax.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 47 rows!
Extracted information for 47 samples.
Processing  ST000262
No raw data detected. Ignoring ST000262
Processing  ST001108
No raw data detected. Ignoring ST001108
Processing  ST001350
Initiating REDU-table generation for AN002246
Rest length is 107
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
P18-005_NAD_001.raw
P18-005_NAD_002.raw
P18-005_NAD_003.raw
P18-005_NAD_004.raw
P18-005_NAD_005.raw
P18-005_NAD_006.raw
P18-005_NAD_007.raw
P18-005_NAD_008.raw
P18-005_NAD_009.raw
P18-005_NAD_010.raw
P18-005_NAD_011.raw
P18-005_NAD_012.raw
P18-005_NAD_013.raw
P18-005_NAD_014.raw
P18-005_NAD_015.raw
P18-005_NAD_016.raw
P18-005_NAD_017.raw
P18-005_NAD_018.raw
P18-005_NAD_019.raw
P18-005_NAD_020.raw
P18-005_NAD_021.raw
P18-005_NAD_022.raw
P18-005_NAD_023.raw
P18-005_NAD_024.raw
P18-005_NAD_025.raw
P18-005_NAD_026.raw
P18-005_NAD_027.raw
P18-005_NAD_028.raw
P18-005_NAD_029.raw
P18-005_NAD_030.raw
P18-005_NAD_031.raw
P18-005_NAD_032.raw
P18-005_NAD_033.raw
P18-005_NAD_034.raw
P18-005_NAD_035.raw
P18-005_NAD_036.raw
P18-005_NAD_037.raw
P18-005_NAD_038.raw
P18-005_NAD_039.raw
P18-005_NAD_040.raw
P18-005_NAD_041.raw
P18-005_NAD_042.raw
P18-005_NAD_043.raw
P18-005_NAD_044.raw
P18-005_NAD_045.raw
P18-005_NAD_046.raw
P18-005_NAD_047.raw
P18-005_NAD_048.raw
P18-005_NAD_049.raw
P18-005_NAD_050.raw
P18-005_NAD_051.raw
P18-005_NAD_052.raw
P18-005_NAD_053.raw
P18-005_NAD_054.raw
P18-005_NAD_055.raw
P18-005_NAD_056.raw
P18-005_NAD_057.raw
P18-005_NAD_058.raw
P18-005_NAD_059.raw
P18-005_NAD_060.raw
P18-005_NAD_061.raw
P18-005_NAD_062.raw
P18-005_NAD_063.raw
P18-005_NAD_064.raw
P18-005_NAD_065.raw
P18-005_NAD_066.raw
P18-005_NAD_067.raw
P18-005_NAD_068.raw
P18-005_NAD_069.raw
P18-005_NAD_070.raw
P18-005_NAD_071.raw
P18-005_NAD_072.raw
P18-005_NAD_073.raw
P18-005_NAD_074.raw
P18-005_NAD_075.raw
P18-005_NAD_076.raw
P18-005_NAD_077.raw
P18-005_NAD_078.raw
P18-005_NAD_079.raw
P18-005_NAD_080.raw
P18-005_NAD_081.raw
P18-005_NAD_082.raw
P18-005_NAD_083.raw
P18-005_NAD_084.raw
P18-005_NAD_085.raw
P18-005_NAD_086.raw
P18-005_NAD_087.raw
P18-005_NAD_088.raw
P18-005_NAD_089.raw
P18-005_NAD_090.raw
P18-005_NAD_091.raw
P18-005_NAD_092.raw
P18-005_NAD_093.raw
P18-005_NAD_094.raw
P18-005_NAD_095.raw
P18-005_NAD_096.raw
P18-005_NAD_097.raw
P18-005_NAD_098.raw
P18-005_NAD_099.raw
P18-005_NAD_100.raw
P18-005_NAD_101.raw
P18-005_NAD_102.raw
P18-005_NAD_103.raw
P18-005_NAD_104.raw
P18-005_NAD_105.raw
P18-005_NAD_106.raw
P18-005_NAD_107.raw
P18_005_NADH_01.raw
P18_005_NADH_02.raw
P18_005_NADH_03.raw
P18_005_NADH_04.raw
P18_005_NADH_05.raw
P18_005_NADH_06.raw
P18_005_NADH_07.raw
P18_005_NADH_08.raw
P18_005_NADH_09.raw
P18_005_NADH_10.raw
P18_005_NADH_100.raw
P18_005_NADH_101.raw
P18_005_NADH_102.raw
P18_005_NADH_103.raw
P18_005_NADH_104.raw
P18_005_NADH_105.raw
P18_005_NADH_106.raw
P18_005_NADH_107.raw
P18_005_NADH_11.raw
P18_005_NADH_12.raw
P18_005_NADH_13.raw
P18_005_NADH_14.raw
P18_005_NADH_15.raw
P18_005_NADH_16.raw
P18_005_NADH_17.raw
P18_005_NADH_18.raw
P18_005_NADH_19.raw
P18_005_NADH_20.raw
P18_005_NADH_21.raw
P18_005_NADH_22.raw
P18_005_NADH_23.raw
P18_005_NADH_24.raw
P18_005_NADH_25.raw
P18_005_NADH_26.raw
P18_005_NADH_27.raw
P18_005_NADH_28.raw
P18_005_NADH_29.raw
P18_005_NADH_30.raw
P18_005_NADH_31.raw
P18_005_NADH_32.raw
P18_005_NADH_33.raw
P18_005_NADH_34.raw
P18_005_NADH_35.raw
P18_005_NADH_36.raw
P18_005_NADH_37.raw
P18_005_NADH_38.raw
P18_005_NADH_39.raw
P18_005_NADH_40.raw
P18_005_NADH_41.raw
P18_005_NADH_42.raw
P18_005_NADH_43.raw
P18_005_NADH_44.raw
P18_005_NADH_45.raw
P18_005_NADH_46.raw
P18_005_NADH_47.raw
P18_005_NADH_48.raw
P18_005_NADH_49.raw
P18_005_NADH_50.raw
P18_005_NADH_51.raw
P18_005_NADH_52.raw
P18_005_NADH_53.raw
P18_005_NADH_54.raw
P18_005_NADH_55.raw
P18_005_NADH_56.raw
P18_005_NADH_57.raw
P18_005_NADH_58.raw
P18_005_NADH_59.raw
P18_005_NADH_60.raw
P18_005_NADH_61.raw
P18_005_NADH_62.raw
P18_005_NADH_63.raw
P18_005_NADH_64.raw
P18_005_NADH_65.raw
P18_005_NADH_66.raw
P18_005_NADH_67.raw
P18_005_NADH_68.raw
P18_005_NADH_69.raw
P18_005_NADH_70.raw
P18_005_NADH_71.raw
P18_005_NADH_72.raw
P18_005_NADH_73.raw
P18_005_NADH_74.raw
P18_005_NADH_75.raw
P18_005_NADH_76.raw
P18_005_NADH_77.raw
P18_005_NADH_78.raw
P18_005_NADH_79.raw
P18_005_NADH_80.raw
P18_005_NADH_81.raw
P18_005_NADH_82.raw
P18_005_NADH_83.raw
P18_005_NADH_84.raw
P18_005_NADH_85.raw
P18_005_NADH_86.raw
P18_005_NADH_87.raw
P18_005_NADH_88.raw
P18_005_NADH_89.raw
P18_005_NADH_90.raw
P18_005_NADH_91.raw
P18_005_NADH_92.raw
P18_005_NADH_93.raw
P18_005_NADH_94.raw
P18_005_NADH_95.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1364/3150 [1:47:16<1:04:30,  2.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1366/3150 [1:47:19<59:03,  1.99s/it]  
P18_005_NADH_96.raw
P18_005_NADH_97.raw
P18_005_NADH_98.raw
P18_005_NADH_99.raw
P18_005_OA_01.raw
P18_005_OA_02.raw
P18_005_OA_03.raw
P18_005_OA_04.raw
P18_005_OA_05.raw
P18_005_OA_06.raw
P18_005_OA_07.raw
P18_005_OA_08.raw
P18_005_OA_09.raw
P18_005_OA_10.raw
P18_005_OA_100.raw
P18_005_OA_101.raw
P18_005_OA_102.raw
P18_005_OA_103.raw
P18_005_OA_104.raw
P18_005_OA_105.raw
P18_005_OA_106.raw
P18_005_OA_107.raw
P18_005_OA_11.raw
P18_005_OA_12.raw
P18_005_OA_13.raw
P18_005_OA_14.raw
P18_005_OA_15.raw
P18_005_OA_16.raw
P18_005_OA_17.raw
P18_005_OA_18.raw
P18_005_OA_19.raw
P18_005_OA_20.raw
P18_005_OA_21.raw
P18_005_OA_22.raw
P18_005_OA_23.raw
P18_005_OA_24.raw
P18_005_OA_25.raw
P18_005_OA_26.raw
P18_005_OA_27.raw
P18_005_OA_28.raw
P18_005_OA_29.raw
P18_005_OA_30.raw
P18_005_OA_31.raw
P18_005_OA_32.raw
P18_005_OA_33.raw
P18_005_OA_34.raw
P18_005_OA_35.raw
P18_005_OA_36.raw
P18_005_OA_37.raw
P18_005_OA_38.raw
P18_005_OA_39.raw
P18_005_OA_40.raw
P18_005_OA_41.raw
P18_005_OA_42.raw
P18_005_OA_43.raw
P18_005_OA_44.raw
P18_005_OA_45.raw
P18_005_OA_46.raw
P18_005_OA_47.raw
P18_005_OA_48.raw
P18_005_OA_49.raw
P18_005_OA_50.raw
P18_005_OA_51.raw
P18_005_OA_52.raw
P18_005_OA_53.raw
P18_005_OA_54.raw
P18_005_OA_55.raw
P18_005_OA_56.raw
P18_005_OA_57.raw
P18_005_OA_58.raw
P18_005_OA_59.raw
P18_005_OA_60.raw
P18_005_OA_61.raw
P18_005_OA_62.raw
P18_005_OA_63.raw
P18_005_OA_64.raw
P18_005_OA_65.raw
P18_005_OA_66.raw
P18_005_OA_67.raw
P18_005_OA_68.raw
P18_005_OA_69.raw
P18_005_OA_70.raw
P18_005_OA_71.raw
P18_005_OA_72.raw
P18_005_OA_73.raw
P18_005_OA_74.raw
P18_005_OA_75.raw
P18_005_OA_76.raw
P18_005_OA_77.raw
P18_005_OA_78.raw
P18_005_OA_79.raw
P18_005_OA_80.raw
P18_005_OA_81.raw
P18_005_OA_82.raw
P18_005_OA_83.raw
P18_005_OA_84.raw
P18_005_OA_85.raw
P18_005_OA_86.raw
P18_005_OA_87.raw
P18_005_OA_88.raw
P18_005_OA_89.raw
P18_005_OA_90.raw
P18_005_OA_91.raw
P18_005_OA_92.raw
P18_005_OA_93.raw
P18_005_OA_94.raw
P18_005_OA_95.raw
P18_005_OA_96.raw
P18_005_OA_97.raw
P18_005_OA_98.raw
P18_005_OA_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 321 rows!
Extracted information for 321 samples.
Processing  ST002083
No raw data detected. Ignoring ST002083
Processing  ST002636
Initiating REDU-table generation for AN004308
Rest length is 68
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217015207.raw
90218015207.raw
90222015207.raw
90223015207.raw
90225015207.raw
90227015207.raw
90229015207.raw
90232015207.raw
90237015207.raw
90239015207.raw
90245015207.raw
90248015207.raw
90251015207.raw
90252015207.raw
90254015207.raw
90258015207.raw
90259015207.raw
90265015207.raw
90266015207.raw
90267015207.raw
90280015207.raw
90281015207.raw
90283015207.raw
90289015207.raw
90292015207.raw
90410015207.raw
90412015207.raw
90416015207.raw
90420015207.raw
90421015207.raw
90422015207.raw
90423015207.raw
90426015207.raw
90430015207.raw
90439015207.raw
90441015207.raw
90444015207.raw
90449015207.raw
90450015207.raw
90559015207.raw
90560015207.raw
90564015207.raw
90567015207.raw
90571015207.raw
90576015207.raw
90578015207.raw
90581015207.raw
90585015207.raw
90587015207.raw
IPE_Reference_Hippocampus.raw
IPE_Reference_Hippocampus02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Hippocampus.raw
SED_Reference_Hippocampus02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 68 rows!
Extracted information for 68 samples.
Processing  ST000577
No raw data detected. Ignoring ST000577
Processing  ST000969
Initiating REDU-table generation for AN001583
Rest length is 72
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa01_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa02_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa03_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa04_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa05_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa06_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa07_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa08_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa09_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa10_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa11_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa12_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa13_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa14_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa15_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa16_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa17_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa18_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa19_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa20_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa21_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa22_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa23_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa24_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa25_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa26_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa27_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa28_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa29_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa30_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa31_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa32_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa33_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa34_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa35_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa36_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa37_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa38_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa39_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa40_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa41_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa42_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa43_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa44_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa45_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa46_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa47_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa48_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa49_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161115aZKsa50_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1368/3150 [1:47:21<53:03,  1.79s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 43%|████▎     | 1370/3150 [1:47:24<48:18,  1.63s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▎     | 1371/3150 [1:47:28<58:53,  1.99s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▎     | 1373/3150 [1:47:32<58:47,  1.99s/it]
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa01_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa02_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa03_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa04_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa05_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa06_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa07_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa08_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa09_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa10_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa11_3.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa12_3.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa13_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa14_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa15_2.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa16_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa17_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa18_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa19_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa20_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa21_1.cdf
ST000969
mx283249 Brendan Higgins co exp 3
Co Exp 3 Raw Data
161116aZKsa22_2.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST001039
No raw data detected. Ignoring ST001039
Processing  ST001871
Initiating REDU-table generation for AN003033
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CT1.raw
CT10.raw
CT2.raw
CT3.raw
CT4.raw
CT5.raw
CT6.raw
CT7.raw
CT8.raw
CT9.raw
CV1.raw
CV10.raw
CV2.raw
CV3.raw
CV4.raw
CV5.raw
CV6.raw
CV7.raw
CV8.raw
CV9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002434
Initiating REDU-table generation for AN003964
Rest length is 29
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003965
Rest length is 29
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003966
Rest length is 29
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_1.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_10.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_11.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_12.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_13.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_14.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_15.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_16.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_17.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_18.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_19.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_2.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_20.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_21.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_22.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_23.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_24.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_3.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_4.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_5.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_6.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_7.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_8.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_9.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_QC1.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_QC2.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_QC3.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_QC4.mzXML
Heart_Raw data
Heart_HILIC_POSITIVE
HILIC_POS_Heart_QC5.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 29 rows!
Extracted information for 29 samples.
Processing  ST002826
No raw data detected. Ignoring ST002826
Processing  ST002475
Initiating REDU-table generation for AN004042
Rest length is 124
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004043
Rest length is 124
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NEG2
HP10_NEG.wiff
NEG2
HP11_NEG.wiff
NEG2
HP12_NEG.wiff
NEG2
HP13_NEG.wiff
NEG2
HP14_NEG.wiff
NEG2
HP15_NEG.wiff
NEG2
HP16_NEG.wiff
NEG2
HP17_NEG.wiff
NEG2
HP18_NEG.wiff
NEG2
HP19_NEG.wiff
NEG2
HP1_NEG.wiff
NEG2
HP20_NEG.wiff
NEG2
HP21_NEG.wiff
NEG2
HP22_NEG.wiff
NEG2
HP23_NEG.wiff
NEG2
HP24_NEG.wiff
NEG2
HP25_NEG.wiff
NEG2
HP2_NEG.wiff
NEG2
HP3_NEG.wiff
NEG2
HP4_NEG.wiff
NEG2
HP5_NEG.wiff
NEG2
HP6_NEG.wiff
NEG2
HP7_NEG.wiff
NEG2
HP8_NEG.wiff
NEG2
HP9_NEG.wiff
NEG2
P10_NEG.wiff
NEG2
P11_NEG.wiff
NEG2
P12_NEG.wiff
NEG2
P13_NEG.wiff
NEG2
P14_NEG.wiff
NEG2
P15_NEG.wiff
NEG2
P16_NEG.wiff
NEG2
P17_NEG.wiff
NEG2
P18_NEG.wiff
NEG2
P1_NEG.wiff
NEG2
P2_NEG.wiff
NEG2
P3_NEG.wiff
NEG2
P4_NEG.wiff
NEG2
P5_NEG.wiff
NEG2
P6_NEG.wiff
NEG2
P7_NEG.wiff
NEG2
P8_NEG.wiff
NEG2
P9_NEG.wiff
NEG2
PB10_NEG.wiff
NEG2
PB11_NEG.wiff
NEG2
PB12_NEG.wiff
NEG2
PB13_NEG.wiff
NEG2
PB14_NEG.wiff
NEG2
PB15_NEG.wiff
NEG2
PB16_NEG.wiff
NEG2
PB17_NEG.wiff
NEG2
PB18_NEG.wiff
NEG2
PB19_NEG.wiff
NEG2
PB1_NEG.wiff
NEG2
PB2_NEG.wiff
NEG2
PB3_NEG.wiff
NEG2
PB4_NEG.wiff
NEG2
PB5_NEG.wiff
NEG2
PB6_NEG.wiff
NEG2
PB7_NEG.wiff
NEG2
PB8_NEG.wiff
NEG2
PB9_NEG.wiff
POS2
HP10_POS.wiff
POS2
HP11_POS.wiff
POS2
HP12_POS.wiff
POS2
HP13_POS.wiff
POS2
HP14_POS.wiff
POS2
HP15_POS.wiff
POS2
HP16_POS.wiff
POS2
HP17_POS.wiff
POS2
HP18_POS.wiff
POS2
HP19_POS.wiff
POS2
HP1_POS.wiff
POS2
HP20_POS.wiff
POS2
HP21_POS.wiff
POS2
HP22_POS.wiff
POS2
HP23_POS.wiff
POS2
HP24_POS.wiff
POS2
HP25_POS.wiff
POS2
HP2_POS.wiff
POS2
HP3_POS.wiff
POS2
HP4_POS.wiff
POS2
HP5_POS.wiff
POS2
HP6_POS.wiff
POS2
HP7_POS.wiff
POS2
HP8_POS.wiff
POS2
HP9_POS.wiff
POS2
P10_POS.wiff
POS2
P11_POS.wiff
POS2
P12_POS.wiff
POS2
P13_POS.wiff
POS2
P14_POS.wiff
POS2
P15_POS.wiff
POS2
P16_POS.wiff
POS2
P17_POS.wiff
POS2
P18_POS.wiff
POS2
P1_POS.wiff
POS2
P2_POS.wiff
POS2
P3_POS.wiff
POS2
P4_POS.wiff
POS2
P5_POS.wiff
POS2
P6_POS.wiff
POS2
P7_POS.wiff
POS2
P8_POS.wiff
POS2
P9_POS.wiff
POS2
PB10_POS.wiff
POS2
PB11_POS.wiff
POS2
PB12_POS.wiff
POS2
PB13_POS.wiff
POS2
PB14_POS.wiff
POS2
PB15_POS.wiff
POS2
PB16_POS.wiff
POS2
PB17_POS.wiff
POS2
PB18_POS.wiff
POS2
PB19_POS.wiff
POS2
PB1_POS.wiff
POS2
PB2_POS.wiff
POS2
PB3_POS.wiff
POS2
PB4_POS.wiff
POS2
PB5_POS.wiff
POS2
PB6_POS.wiff
POS2
PB7_POS.wiff
POS2
PB8_POS.wiff
POS2
PB9_POS.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 124 rows!
Extracted information for 124 samples.
Processing  ST003118
Initiating REDU-table generation for AN005112
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▎     | 1374/3150 [1:47:34<59:55,  2.02s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▎     | 1375/3150 [1:47:38<1:12:01,  2.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▎     | 1378/3150 [1:47:40<47:46,  1.62s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▍     | 1380/3150 [1:47:42<42:42,  1.45s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▍     | 1384/3150 [1:47:44<30:44,  1.04s/it]
 44%|████▍     | 1388/3150 [1:47:45<18:39,  1.57it/s]
 44%|████▍     | 1390/3150 [1:47:45<14:50,  1.98it/s]
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GM1559
2DG_1.raw
GM1559
2DG_2.raw
GM1559
2DG_3.raw
GM1559
2DG_4.raw
GM1559
2DG_5.raw
GM1559
Saline_1.raw
GM1559
Saline_2.raw
GM1559
Saline_3.raw
GM1559
Saline_4.raw
GM1559
Saline_5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000530
Initiating REDU-table generation for AN000808
Rest length is 93
no raw file key found.
raw file key found.
Initiating REDU-table generation for AN000809
Rest length is 93
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pos
P_1.raw
Pos
P_10.raw
Pos
P_11.raw
Pos
P_2.raw
Pos
P_3.raw
Pos
P_4.raw
Pos
P_5.raw
Pos
P_6.raw
Pos
P_7.raw
Pos
P_8.raw
Pos
P_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST000230
No raw data detected. Ignoring ST000230
Processing  ST000690
No raw data detected. Ignoring ST000690
Processing  ST002593
Initiating REDU-table generation for AN004265
Rest length is 79
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MoTrPAC_GAS_pass1b_pos_V1-20200828.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST001894
No raw data detected. Ignoring ST001894
Processing  ST001817
Initiating REDU-table generation for AN002949
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LPIAT1 KO MEFs PIPs
Data190307 mboat7 WT1.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 WT2.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 WT3.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 WT4.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 WT5.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 WT6.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 WT7.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 WT8.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#1-1.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#1-2.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#1-3.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#1-4.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#1-5.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#1-6.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#1-7.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#1-8.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#2-1.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#2-2.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#2-3.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#2-4.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#2-5.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#2-6.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#2-7.mzML
LPIAT1 KO MEFs PIPs
Data190307 mboat7 ko-#2-8.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST000375
No raw data detected. Ignoring ST000375
Processing  ST001129
No raw data detected. Ignoring ST001129
Processing  ST003175
No raw data detected. Ignoring ST003175
Processing  ST001699
Initiating REDU-table generation for AN002770
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
259649 Mouse muscle
160407cOEsa01_1.cdf
259649 Mouse muscle
160407cOEsa02_1.cdf
259649 Mouse muscle
160407cOEsa03_1.cdf
259649 Mouse muscle
160407cOEsa04_1.cdf
259649 Mouse muscle
160407cOEsa05_1.cdf
259649 Mouse muscle
160407cOEsa06_1.cdf
259649 Mouse muscle
160407cOEsa07_1.cdf
259649 Mouse muscle
160407cOEsa08_1.cdf
259649 Mouse muscle
160407cOEsa09_1.cdf
259649 Mouse muscle
160407cOEsa10_2.cdf
259649 Mouse muscle
160407cOEsa11_1.cdf
259649 Mouse muscle
160407cOEsa12_1.cdf
259649 Mouse muscle
160407cOEsa13_1.cdf
259649 Mouse muscle
160407cOEsa14_1.cdf
259649 Mouse muscle
160407cOEsa15_1.cdf
259649 Mouse muscle
160407cOEsa16_1.cdf
259649 Mouse muscle
160407cOEsa17_1.cdf
259649 Mouse muscle
160407cOEsa18_1.cdf
259649 Mouse muscle
160407cOEsa19_1.cdf
259649 Mouse muscle
160407cOEsa20_1.cdf
259649 Mouse muscle
160407cOEsa21_1.cdf
259649 Mouse muscle
160407cOEsa22_1.cdf
259649 Mouse muscle
160407cOEsa23_1.cdf
259649 Mouse muscle
160407cOEsa24_1.cdf
259649 Mouse muscle
160407cOEsa25_1.cdf
259649 Mouse muscle
160407cOEsa26_1.cdf
259649 Mouse muscle
160407cOEsa27_1.cdf
259649 Mouse muscle
160407cOEsa28_1.cdf
259649 Mouse muscle
160407cOEsa29_1.cdf
259649 Mouse muscle
160407cOEsa30_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST001021
No raw data detected. Ignoring ST001021
Processing  ST002203
No raw data detected. Ignoring ST002203
Processing  ST000562
No raw data detected. Ignoring ST000562
Processing  ST000426
No raw data detected. Ignoring ST000426
Processing  ST003380
No raw data detected. Ignoring ST003380
Processing  ST001144
No raw data detected. Ignoring ST001144
Processing  ST003182
Initiating REDU-table generation for AN005226
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Zhang_m22-L299_C13_Pro_1-S4.raw
Zhang_m22-L299_C13_Pro_2-S5.raw
Zhang_m22-L299_C13_Pro_3-S6.raw
Zhang_m22-L299_C13_Sen_shHK2_1-S16.raw
Zhang_m22-L299_C13_Sen_shHK2_2-S17.raw
Zhang_m22-L299_C13_Sen_shHK2_3-S18.raw
Zhang_m22-L299_C13_Sen_shHK2_MutHK2_1-S28.raw
Zhang_m22-L299_C13_Sen_shHK2_MutHK2_2-S29.raw
Zhang_m22-L299_C13_Sen_shHK2_MutHK2_3-S30.raw
Zhang_m22-L299_C13_Sen_shHK2_WTHK2_1-S22.raw
Zhang_m22-L299_C13_Sen_shHK2_WTHK2_2-S23.raw
Zhang_m22-L299_C13_Sen_shHK2_WTHK2_3-S24.raw
Zhang_m22-L299_C13_Sen_shctrl_1-S10.raw
Zhang_m22-L299_C13_Sen_shctrl_2-S11.raw
Zhang_m22-L299_C13_Sen_shctrl_3-S12.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST003483
Initiating REDU-table generation for AN005719
Rest length is 45
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005720
Rest length is 45
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Extracellular
d14-B1.mzXML
Extracellular
d14-B2.mzXML
Extracellular
d14-B3.mzXML
Extracellular
d14-B4.mzXML
Extracellular
d14-B5.mzXML
Extracellular
d14-G1.mzXML
Extracellular
d14-G2.mzXML
Extracellular
d14-G3.mzXML
Extracellular
d14-G4.mzXML
Extracellular
d14-G5.mzXML
Extracellular
d14-T1.mzXML
Extracellular
d14-T2.mzXML
Extracellular
d14-T3.mzXML
Extracellular
d14-T4.mzXML
Extracellular
d14-T5.mzXML
Extracellular
d3-B1.mzXML
Extracellular
d3-B2.mzXML
Extracellular
d3-B3.mzXML
Extracellular
d3-B4.mzXML
Extracellular
d3-B5.mzXML
Extracellular
d3-G1.mzXML
Extracellular
d3-G2.mzXML
Extracellular
d3-G3.mzXML
Extracellular
d3-G4.mzXML
Extracellular
d3-G5.mzXML
Extracellular
d3-T1.mzXML
Extracellular
d3-T2.mzXML
Extracellular
d3-T3.mzXML
Extracellular
d3-T4.mzXML
Extracellular
d3-T5.mzXML
Extracellular
d7-B1.mzXML
Extracellular
d7-B2.mzXML
Extracellular
d7-B3.mzXML
Extracellular
d7-B4.mzXML
Extracellular
d7-B5.mzXML
Extracellular
d7-G1.mzXML
Extracellular
d7-G2.mzXML
Extracellular
d7-G3.mzXML
Extracellular
d7-G4.mzXML
Extracellular
d7-G5.mzXML
Extracellular
d7-T1.mzXML
Extracellular
d7-T2.mzXML
Extracellular
d7-T3.mzXML
Extracellular
d7-T4.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▍     | 1392/3150 [1:47:50<28:48,  1.02it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▍     | 1394/3150 [1:47:54<38:12,  1.31s/it]
Extracellular
d7-T5.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST000194
No raw data detected. Ignoring ST000194
Processing  ST002446
Initiating REDU-table generation for AN003984
Rest length is 72
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003985
Rest length is 72
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003986
Rest length is 72
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003987
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
088_0003_02B_R_A01xWTxFx01xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A02xWTxFx02xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A03xWTxFx03xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A04xWTxFx04xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A05xWTxMx01xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A06xWTxMx02xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A07xWTxMx03xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A08xWTxMx04xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A09xKOxFx01xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A10xKOxFx02xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A11xKOxFx03xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A12xKOxFx04xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A13xKOxFx05xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A14xKOxMx01xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A15xKOxMx02xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A16xKOxMx03xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A17xKOxMx04xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02B_R_A18xKOxMx05xHILICpos_09SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02D_R_A01xWTxFx01xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A02xWTxFx02xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A03xWTxFx03xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A04xWTxFx04xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A05xWTxMx01xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A06xWTxMx02xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A07xWTxMx03xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A08xWTxMx04xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A09xKOxFx01xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A10xKOxFx02xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A11xKOxFx03xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A12xKOxFx04xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A13xKOxFx05xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A14xKOxMx01xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A15xKOxMx02xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A16xKOxMx03xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A17xKOxMx04xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02D_R_A18xKOxMx05xconcRPpos_21SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A01xWTxFx01xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A02xWTxFx02xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A03xWTxFx03xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A04xWTxFx04xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A05xWTxMx01xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A06xWTxMx02xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A07xWTxMx03xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A08xWTxMx04xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A09xKOxFx01xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A10xKOxFx02xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A11xKOxFx03xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A12xKOxFx04xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A13xKOxFx05xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A14xKOxMx01xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A15xKOxMx02xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A16xKOxMx03xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A17xKOxMx04xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02E_R_A18xKOxMx05xconcRPneg_28SEP21_CEL_MOU_LUM_0000_04AC_15MIN_KP_KP_01.mzML
088_0003_02G_R_A01xWTxFx01conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A02xWTxFx02conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A03xWTxFx03conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A04xWTxFx04conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A05xWTxMx01conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A06xWTxMx02conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A07xWTxMx03conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A08xWTxMx04conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A09xKOxFx01conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A10xKOxFx02conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A11xKOxFx03conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A12xKOxFx04conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A13xKOxFx05conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A14xKOxMx01conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A15xKOxMx02conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A16xKOxMx03conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A17xKOxMx04conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
088_0003_02G_R_A18xKOxMx05conxHILICneg_29SEP21_CEL_MOU_LUM_0000_04AB_15MIN_KP_KP_01.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST002117
No raw data detected. Ignoring ST002117
Processing  ST001882
Initiating REDU-table generation for AN003042
Rest length is 49
raw file key found.
Initiating REDU-table generation for AN003043
Rest length is 49
raw file key found.
Initiating REDU-table generation for AN003044
Rest length is 49
raw file key found.
Initiating REDU-table generation for AN003045
Rest length is 49
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Aq_COP_01.mzML
Aq_COP_02.mzML
Aq_COP_03.mzML
Aq_COP_04.mzML
Aq_COP_05.mzML
Aq_COP_06.mzML
Aq_COP_07.mzML
Aq_COP_08.mzML
Aq_COP_09.mzML
Aq_COP_10.mzML
Aq_COP_11.mzML
Aq_COP_12.mzML
Aq_COP_13.mzML
Aq_COP_14.mzML
Aq_COP_15.mzML
Aq_COP_16.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▍     | 1396/3150 [1:48:00<50:29,  1.73s/it]
Aq_COP_17.mzML
Aq_COP_18.mzML
Aq_COP_19.mzML
Aq_COP_20.mzML
Aq_Control_01.mzML
Aq_Control_02.mzML
Aq_Control_03.mzML
Aq_Control_04.mzML
Aq_Control_05.mzML
Aq_Control_06.mzML
Aq_Control_07.mzML
Aq_Control_08.mzML
Aq_Control_09.mzML
Aq_Control_10.mzML
Aq_Control_11.mzML
Aq_Control_12.mzML
Aq_Control_13.mzML
Aq_Control_14.mzML
Aq_Control_15.mzML
Aq_Control_16.mzML
Aq_Control_17.mzML
Aq_Control_18.mzML
Aq_Control_19.mzML
Aq_Control_20.mzML
Blank_SB_05.mzML
Blank_SB_06.mzML
GT_H_Negative
Aq_COP_01.mzML
GT_H_Negative
Aq_COP_02.mzML
GT_H_Negative
Aq_COP_03.mzML
GT_H_Negative
Aq_COP_04.mzML
GT_H_Negative
Aq_COP_05.mzML
GT_H_Negative
Aq_COP_06.mzML
GT_H_Negative
Aq_COP_07.mzML
GT_H_Negative
Aq_COP_08.mzML
GT_H_Negative
Aq_COP_09.mzML
GT_H_Negative
Aq_COP_10.mzML
GT_H_Negative
Aq_COP_11.mzML
GT_H_Negative
Aq_COP_12.mzML
GT_H_Negative
Aq_COP_13.mzML
GT_H_Negative
Aq_COP_14.mzML
GT_H_Negative
Aq_COP_15.mzML
GT_H_Negative
Aq_COP_16.mzML
GT_H_Negative
Aq_COP_17.mzML
GT_H_Negative
Aq_COP_18.mzML
GT_H_Negative
Aq_COP_19.mzML
GT_H_Negative
Aq_COP_20.mzML
GT_H_Negative
Aq_Control_01.mzML
GT_H_Negative
Aq_Control_02.mzML
GT_H_Negative
Aq_Control_03.mzML
GT_H_Negative
Aq_Control_04.mzML
GT_H_Negative
Aq_Control_05.mzML
GT_H_Negative
Aq_Control_06.mzML
GT_H_Negative
Aq_Control_07.mzML
GT_H_Negative
Aq_Control_08.mzML
GT_H_Negative
Aq_Control_09.mzML
GT_H_Negative
Aq_Control_10.mzML
GT_H_Negative
Aq_Control_11.mzML
GT_H_Negative
Aq_Control_12.mzML
GT_H_Negative
Aq_Control_13.mzML
GT_H_Negative
Aq_Control_14.mzML
GT_H_Negative
Aq_Control_15.mzML
GT_H_Negative
Aq_Control_16.mzML
GT_H_Negative
Aq_Control_17.mzML
GT_H_Negative
Aq_Control_18.mzML
GT_H_Negative
Aq_Control_19.mzML
GT_H_Negative
Aq_Control_20.mzML
GT_H_Negative
Blank_SB_05.mzML
GT_H_Negative
Blank_SB_06.mzML
GT_H_Negative
Quality_Control_01.mzML
GT_H_Negative
Quality_Control_02.mzML
GT_H_Negative
Quality_Control_03.mzML
GT_H_Negative
Quality_Control_04.mzML
GT_H_Negative
Quality_Control_05.mzML
GT_H_Negative
Quality_Control_06.mzML
GT_H_Negative
Quality_Control_07.mzML
GT_H_Positive
Aq_COP_01.mzML
GT_H_Positive
Aq_COP_02.mzML
GT_H_Positive
Aq_COP_03.mzML
GT_H_Positive
Aq_COP_04.mzML
GT_H_Positive
Aq_COP_05.mzML
GT_H_Positive
Aq_COP_06.mzML
GT_H_Positive
Aq_COP_07.mzML
GT_H_Positive
Aq_COP_08.mzML
GT_H_Positive
Aq_COP_09.mzML
GT_H_Positive
Aq_COP_10.mzML
GT_H_Positive
Aq_COP_11.mzML
GT_H_Positive
Aq_COP_12.mzML
GT_H_Positive
Aq_COP_13.mzML
GT_H_Positive
Aq_COP_14.mzML
GT_H_Positive
Aq_COP_15.mzML
GT_H_Positive
Aq_COP_16.mzML
GT_H_Positive
Aq_COP_17.mzML
GT_H_Positive
Aq_COP_18.mzML
GT_H_Positive
Aq_COP_19.mzML
GT_H_Positive
Aq_COP_20.mzML
GT_H_Positive
Aq_Control_01.mzML
GT_H_Positive
Aq_Control_02.mzML
GT_H_Positive
Aq_Control_03.mzML
GT_H_Positive
Aq_Control_04.mzML
GT_H_Positive
Aq_Control_05.mzML
GT_H_Positive
Aq_Control_06.mzML
GT_H_Positive
Aq_Control_07.mzML
GT_H_Positive
Aq_Control_08.mzML
GT_H_Positive
Aq_Control_09.mzML
GT_H_Positive
Aq_Control_10.mzML
GT_H_Positive
Aq_Control_11.mzML
GT_H_Positive
Aq_Control_12.mzML
GT_H_Positive
Aq_Control_13.mzML
GT_H_Positive
Aq_Control_14.mzML
GT_H_Positive
Aq_Control_15.mzML
GT_H_Positive
Aq_Control_16.mzML
GT_H_Positive
Aq_Control_17.mzML
GT_H_Positive
Aq_Control_18.mzML
GT_H_Positive
Aq_Control_19.mzML
GT_H_Positive
Aq_Control_20.mzML
GT_H_Positive
Blank_SB_05.mzML
GT_H_Positive
Blank_SB_06.mzML
GT_H_Positive
Quality_Control_01.mzML
GT_H_Positive
Quality_Control_02.mzML
GT_H_Positive
Quality_Control_03.mzML
GT_H_Positive
Quality_Control_04.mzML
GT_H_Positive
Quality_Control_05.mzML
GT_H_Positive
Quality_Control_06.mzML
GT_H_Positive
Quality_Control_07.mzML
GT_RP_Negative
Aq_COP_01.mzML
GT_RP_Negative
Aq_COP_02.mzML
GT_RP_Negative
Aq_COP_03.mzML
GT_RP_Negative
Aq_COP_04.mzML
GT_RP_Negative
Aq_COP_05.mzML
GT_RP_Negative
Aq_COP_06.mzML
GT_RP_Negative
Aq_COP_07.mzML
GT_RP_Negative
Aq_COP_08.mzML
GT_RP_Negative
Aq_COP_09.mzML
GT_RP_Negative
Aq_COP_10.mzML
GT_RP_Negative
Aq_COP_11.mzML
GT_RP_Negative
Aq_COP_12.mzML
GT_RP_Negative
Aq_COP_13.mzML
GT_RP_Negative
Aq_COP_14.mzML
GT_RP_Negative
Aq_COP_15.mzML
GT_RP_Negative
Aq_COP_16.mzML
GT_RP_Negative
Aq_COP_17.mzML
GT_RP_Negative
Aq_COP_18.mzML
GT_RP_Negative
Aq_COP_19.mzML
GT_RP_Negative
Aq_COP_20.mzML
GT_RP_Negative
Aq_Control_01.mzML
GT_RP_Negative
Aq_Control_02.mzML
GT_RP_Negative
Aq_Control_03.mzML
GT_RP_Negative
Aq_Control_04.mzML
GT_RP_Negative
Aq_Control_05.mzML
GT_RP_Negative
Aq_Control_06.mzML
GT_RP_Negative
Aq_Control_07.mzML
GT_RP_Negative
Aq_Control_08.mzML
GT_RP_Negative
Aq_Control_09.mzML
GT_RP_Negative
Aq_Control_10.mzML
GT_RP_Negative
Aq_Control_11.mzML
GT_RP_Negative
Aq_Control_12.mzML
GT_RP_Negative
Aq_Control_13.mzML
GT_RP_Negative
Aq_Control_14.mzML
GT_RP_Negative
Aq_Control_15.mzML
GT_RP_Negative
Aq_Control_16.mzML
GT_RP_Negative
Aq_Control_17.mzML
GT_RP_Negative
Aq_Control_18.mzML
GT_RP_Negative
Aq_Control_19.mzML
GT_RP_Negative
Aq_Control_20.mzML
GT_RP_Negative
Blank_SB_05.mzML
GT_RP_Negative
Blank_SB_06.mzML
GT_RP_Negative
Quality_Control_01.mzML
GT_RP_Negative
Quality_Control_02.mzML
GT_RP_Negative
Quality_Control_03.mzML
GT_RP_Negative
Quality_Control_04.mzML
GT_RP_Negative
Quality_Control_05.mzML
GT_RP_Negative
Quality_Control_06.mzML
GT_RP_Negative
Quality_Control_07.mzML
GT_RP_Positive
Aq_COP_01.mzML
GT_RP_Positive
Aq_COP_02.mzML
GT_RP_Positive
Aq_COP_03.mzML
GT_RP_Positive
Aq_COP_04.mzML
GT_RP_Positive
Aq_COP_05.mzML
GT_RP_Positive
Aq_COP_06.mzML
GT_RP_Positive
Aq_COP_07.mzML
GT_RP_Positive
Aq_COP_08.mzML
GT_RP_Positive
Aq_COP_09.mzML
GT_RP_Positive
Aq_COP_10.mzML
GT_RP_Positive
Aq_COP_11.mzML
GT_RP_Positive
Aq_COP_12.mzML
GT_RP_Positive
Aq_COP_13.mzML
GT_RP_Positive
Aq_COP_14.mzML
GT_RP_Positive
Aq_COP_15.mzML
GT_RP_Positive
Aq_COP_16.mzML
GT_RP_Positive
Aq_COP_17.mzML
GT_RP_Positive
Aq_COP_18.mzML
GT_RP_Positive
Aq_COP_19.mzML
GT_RP_Positive
Aq_COP_20.mzML
GT_RP_Positive
Aq_Control_01.mzML
GT_RP_Positive
Aq_Control_02.mzML
GT_RP_Positive
Aq_Control_03.mzML
GT_RP_Positive
Aq_Control_04.mzML
GT_RP_Positive
Aq_Control_05.mzML
GT_RP_Positive
Aq_Control_06.mzML
GT_RP_Positive
Aq_Control_07.mzML
GT_RP_Positive
Aq_Control_08.mzML
GT_RP_Positive
Aq_Control_09.mzML
GT_RP_Positive
Aq_Control_10.mzML
GT_RP_Positive
Aq_Control_11.mzML
GT_RP_Positive
Aq_Control_12.mzML
GT_RP_Positive
Aq_Control_13.mzML
GT_RP_Positive
Aq_Control_14.mzML
GT_RP_Positive
Aq_Control_15.mzML
GT_RP_Positive
Aq_Control_16.mzML
GT_RP_Positive
Aq_Control_17.mzML
GT_RP_Positive
Aq_Control_18.mzML
GT_RP_Positive
Aq_Control_19.mzML
GT_RP_Positive
Aq_Control_20.mzML
GT_RP_Positive
Blank_SB_05.mzML
GT_RP_Positive
Blank_SB_06.mzML
Quality_Control_01.mzML
Quality_Control_02.mzML
Quality_Control_03.mzML
Quality_Control_04.mzML
Quality_Control_05.mzML
Quality_Control_06.mzML
Quality_Control_07.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 238 rows!
Extracted information for 238 samples.
Processing  ST000614
No raw data detected. Ignoring ST000614
Processing  ST002482
Initiating REDU-table generation for AN004052
Rest length is 325
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
mzml endos
E-002.mzML
mzml endos
E-003.mzML
mzml endos
E-004.mzML
mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
E-024.mzML
mzml endos
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mzml endos
E-026.mzML
mzml endos
E-027.mzML
mzml endos
E-028.mzML
mzml endos
E-029.mzML
mzml endos
E-030.mzML
mzml endos
E-031.mzML
mzml endos
E-032.mzML
mzml endos
E-033.mzML
mzml endos
E-036.mzML
mzml endos
E-038.mzML
mzml endos
E-039.mzML
mzml endos
E-040.mzML
mzml endos
E-041.mzML
mzml endos
E-042.mzML
mzml endos
E-043.mzML
mzml endos
E-044.mzML
mzml endos
E-045.mzML
mzml endos
E-046.mzML
mzml endos
E-047.mzML
mzml endos
E-048.mzML
mzml endos/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 44%|████▍     | 1398/3150 [1:52:31<18:52:54, 38.80s/it]
 45%|████▍     | 1402/3150 [1:52:31<10:31:12, 21.67s/it]
E-049.mzML
mzml endos
E-050.mzML
mzml endos
E-051.mzML
mzml endos
E-052.mzML
mzml endos
E-053.mzML
mzml endos
E-054.mzML
mzml endos
E-055.mzML
mzml endos
E-056.mzML
mzml endos
E-058.mzML
mzml endos
E-059.mzML
mzml endos
E-060.mzML
mzml endos
E-062.mzML
mzml endos
E-063.mzML
mzml endos
E-064.mzML
mzml endos
E-065.mzML
mzml endos
E-066.mzML
mzml endos
E-067.mzML
mzml endos
E-068.mzML
mzml endos
E-069.mzML
mzml endos
E-070.mzML
mzml endos
E-072.mzML
mzml endos
E-073.mzML
mzml endos
E-075.mzML
mzml endos
E-076.mzML
mzml endos
E-077.mzML
mzml endos
E-079.mzML
mzml endos
E-081.mzML
mzml endos
E-082.mzML
mzml endos
E-083.mzML
mzml endos
E-084.mzML
mzml endos
E-086.mzML
mzml endos
E-087.mzML
mzml endos
E-088.mzML
mzml endos
E-089.mzML
mzml endos
E-090.mzML
mzml endos
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mzml endos
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mzml endos
E-093.mzML
mzml endos
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mzml endos
E-095.mzML
mzml endos
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mzml endos
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mzml endos
E-101.mzML
mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
E-110.mzML
mzml endos
E-111.mzML
mzml endos
E-112.mzML
mzml endos
E-113.mzML
mzml endos
E-114.mzML
mzml endos
E-115.mzML
mzml endos
E-116.mzML
mzml endos
E-117.mzML
mzml endos
E-118.mzML
mzml endos
E-119.mzML
mzml endos
E-120.mzML
mzml endos
E-121.mzML
mzml endos
E-122.mzML
mzml endos
E-123.mzML
mzml endos
E-124.mzML
mzml endos
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mzml endos
E-129.mzML
mzml endos
E-130.mzML
mzml endos
E-133.mzML
mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
E-164.mzML
mzml endos
E-165.mzML
mzml endos
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mzml endos
E-168.mzML
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mzml endos
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mzml endos
E-172.mzML
mzml endos
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mzml endos
E-174.mzML
mzml endos
E-175.mzML
mzml endos
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mzml endos
E-178.mzML
mzml endos
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mzml endos
E-180.mzML
mzml endos
E-181.mzML
mzml endos
E-182.mzML
mzml endos
E-183.mzML
mzml endos
E-184.mzML
mzml endos
E-188.mzML
mzml endos
E-189.mzML
mzml endos
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mzml endos
E-191.mzML
mzml endos
E-192.mzML
mzml endos
E-193.mzML
mzml endos
E-194.mzML
mzml endos
E-196.mzML
mzml endos
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mzml endos
E-199.mzML
mzml endos
E-200.mzML
mzml endos
E-201.mzML
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mzml endos
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E-206.mzML
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mzml endos
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mzml endos
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E-210.mzML
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E-211.mzML
mzml endos
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mzml endos
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E-224.mzML
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mzml endos
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mzml endos
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mzml endos
E-229.mzML
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mzml endos
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mzml endos
E-234.mzML
mzml endos
E-235.mzML
mzml endos
E-236.mzML
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E-237.mzML
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mzml endos
E-239.mzML
mzml endos
E-240.mzML
mzml endos
E-241.mzML
mzml endos
E-242.mzML
mzml endos
E-243.mzML
mzml endos
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mzml endos
E-245.mzML
mzml endos
E-246.mzML
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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mzml endos
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E-300.mzML
mzml endos
E-301.mzML
mzml endos
E-303.mzML
mzml endos
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mzml endos
E-305.mzML
mzml endos
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mzml endos
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E-308.mzML
mzml endos
E-309.mzML
mzml endos
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mzml endos
E-312.mzML
mzml endos
E-313.mzML
mzml endos
E-314.mzML
mzml endos
E-316.mzML
mzml endos
E-317.mzML
mzml endos
E-319.mzML
mzml endos
E-320.mzML
mzml endos
E-321.mzML
mzml endos
E-322.mzML
mzml endos
E-323.mzML
mzml endos
E-324.mzML
mzml endos
E-326.mzML
mzml endos
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mzml endos
E-330.mzML
mzml endos
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mzml endos
E-332.mzML
mzml endos
E-333.mzML
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mzml endos
E-335.mzML
mzml endos
E-336.mzML
mzml endos
E-337.mzML
mzml endos
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mzml endos
E-339.mzML
mzml endos
E-340.mzML
mzml endos
E-341.mzML
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mzml endos
E-343.mzML
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mzml endos
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mzml endos
E-347.mzML
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E-349.mzML
mzml endos
E-350.mzML
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mzml endos
E-352.mzML
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mzml endos
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E-360.mzML
mzml endos
E-361.mzML
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E-362.mzML
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E-363.mzML
mzml endos
E-366.mzML
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mzml endos
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mzml endos
E-372.mzML
mzml endos
E-373.mzML
mzml endos
E-375.mzML
mzml endos
PDA-blank-01.mzML
mzml endos
PDA-blank-02.mzML
mzml endos
PDA-blank-03.mzML
mzml endos
PDA-blank-04.mzML
mzml endos
PDA-blank-05.mzML
mzml endos
QC-endo-01.mzML
mzml endos
QC-endo-02.mzML
mzml endos
QC-endo-03.mzML
mzml endos
QC-endo-04.mzML
mzml endos
QC-endo-05.mzML
mzml endos
QC-endo-06.mzML
mzml endos
QC-endo-07.mzML
mzml endos
QC-endo-08.mzML
mzml endos
QC-endo-09.mzML
mzml endos
QC-endo-10.mzML
mzml endos
QC-endo-11.mzML
mzml endos
QC-endo-12.mzML
mzml endos
QC-endo-13.mzML
mzml endos
QC-endo-14.mzML
mzml endos
QC-endo-15.mzML
mzml endos
QC-endo-16.mzML
mzml endos
QC-endo-17.mzML
mzml endos
QC-endo-18.mzML
mzml endos
QC-endo-19.mzML
mzml endos
QC-endo-20.mzML
mzml endos
QC-endo-21.mzML
mzml endos
QC-endo-22.mzML
mzml endos
QC-endo-23.mzML
mzml endos
QC-endo-24.mzML
mzml endos
QC-endo-25.mzML
mzml endos
QC-endo-26.mzML
mzml endos
QC-endo-27.mzML
mzml endos
QC-endo-28.mzML
mzml endos
QC-endo-29.mzML
mzml endos
QC-endo-30.mzML
mzml endos
QC-endo-31.mzML
mzml endos
QC-endo-32.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 5
Returning 320 rows!
Extracted information for 320 samples.
Processing  ST002352
No raw data detected. Ignoring ST002352
Processing  ST001113
No raw data detected. Ignoring ST001113
Processing  ST000615
No raw data detected. Ignoring ST000615
Processing  ST000363
No raw data detected. Ignoring ST000363
Processing  ST002705
Initiating REDU-table generation for AN004385
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 882.73it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN004386
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 876.84it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▍     | 1404/3150 [1:52:33<8:05:57, 16.70s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▍     | 1405/3150 [1:52:36<7:07:50, 14.71s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002395
Initiating REDU-table generation for AN004119
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
Processing  ST001863
Initiating REDU-table generation for AN003020
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Caco2_bxa1.raw
Caco2_bxa2.raw
Caco2_con1.raw
Caco2_con2.raw
Caco2_con3.raw
HT29_bxa1.raw
HT29_bxa2.raw
HT29_bxa3.raw
HT29_con1.raw
HT29_con2.raw
HT29_con3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST001969
No raw data detected. Ignoring ST001969
Processing  ST001709
Initiating REDU-table generation for AN002783
Rest length is 42
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/42 [00:00<?, ?it/s]

Mapping potential matches:  50%|█████     | 21/42 [00:00<00:00, 201.11it/s]

Mapping potential matches: 100%|██████████| 42/42 [00:00<00:00, 202.89it/s]
Mapping potential matches: 100%|██████████| 42/42 [00:00<00:00, 202.49it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002784
Rest length is 42
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/42 [00:00<?, ?it/s]

Mapping potential matches:  48%|████▊     | 20/42 [00:00<00:00, 199.86it/s]

Mapping potential matches:  98%|█████████▊| 41/42 [00:00<00:00, 201.11it/s]
Mapping potential matches: 100%|██████████| 42/42 [00:00<00:00, 200.78it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▍     | 1407/3150 [1:52:40<5:16:47, 10.91s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data
RAW
Sample_01.RAW
Data
RAW
Sample_02.RAW
Data
RAW
Sample_03.RAW
Data
RAW
Sample_04.RAW
Data
RAW
Sample_05.RAW
Data
RAW
Sample_06.RAW
Data
RAW
Sample_07.RAW
Data
RAW
Sample_08.RAW
Data
RAW
Sample_09.RAW
Data
RAW
Sample_10.RAW
Data
RAW
Sample_11.RAW
Data
RAW
Sample_12.RAW
Data
RAW
Sample_13.RAW
Data
RAW
Sample_14.RAW
Data
RAW
Sample_15.RAW
Data
RAW
Sample_16.RAW
Data
RAW
Sample_17.RAW
Data
RAW
Sample_18.RAW
Data
RAW
Sample_19.RAW
Data
RAW
Sample_20.RAW
Data
RAW
Sample_21.RAW
Data
RAW
Sample_22.RAW
Data
RAW
Sample_23.RAW
Data
RAW
Sample_24.RAW
Data
RAW
Sample_25.RAW
Data
RAW
Sample_26.RAW
Data
RAW
Sample_27.RAW
Data
RAW
Sample_28.RAW
Data
RAW
Sample_29.RAW
Data
RAW
Sample_30.RAW
Data
RAW
Sample_31.RAW
Data
RAW
Sample_32.RAW
Data
RAW
Sample_33.RAW
Data
RAW
Sample_34.RAW
Data
RAW
Sample_35.RAW
Data
RAW
Sample_36.RAW
Data
RAW
Sample_37.RAW
Data
RAW
Sample_38.RAW
Data
RAW
Sample_39.RAW
Data
RAW
Sample_40.RAW
Data
RAW
Sample_41.RAW
Data
RAW
Sample_42.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 42 rows!
Extracted information for 42 samples.
Processing  ST002302
Initiating REDU-table generation for AN003758
Rest length is 73
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003759
Rest length is 73
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003760
Rest length is 73
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003761
Rest length is 73
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003762
Rest length is 73
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
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ID3484
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B29.mzXML
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B3.mzXML
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B30.mzXML
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B31.mzXML
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B32.mzXML
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B33.mzXML
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B4.mzXML
ID3484
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B5.mzXML
ID3484
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B6.mzXML
ID3484
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B7.mzXML
ID3484
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B8.mzXML
ID3484
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B9.mzXML
ID3484
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ID3484
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ID3484
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ID3484
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QC07.mzXML
ID3484
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A11.mzXML
ID3484
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ID3484
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ID3484
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B1.mzXML
ID3484
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B11.mzXML
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ID3484
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ID3484
m_Lipidomics_LCMS_positive/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▍     | 1408/3150 [1:52:47<4:58:20, 10.28s/it]
B8.mzXML
ID3484
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ID3484
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A6.mzXML
ID3484
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ID3484
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A8.mzXML
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B1.mzXML
ID3484
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B10.mzXML
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B11.mzXML
ID3484
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ID3484
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B14.mzXML
ID3484
m_Metabolomics_LCMS_positive
B15.mzXML
ID3484
m_Metabolomics_LCMS_positive
B16.mzXML
ID3484
m_Metabolomics_LCMS_positive
B17.mzXML
ID3484
m_Metabolomics_LCMS_positive
B18.mzXML
ID3484
m_Metabolomics_LCMS_positive
B19.mzXML
ID3484
m_Metabolomics_LCMS_positive
B2.mzXML
ID3484
m_Metabolomics_LCMS_positive
B20.mzXML
ID3484
m_Metabolomics_LCMS_positive
B21.mzXML
ID3484
m_Metabolomics_LCMS_positive
B22.mzXML
ID3484
m_Metabolomics_LCMS_positive
B23.mzXML
ID3484
m_Metabolomics_LCMS_positive
B24.mzXML
ID3484
m_Metabolomics_LCMS_positive
B25.mzXML
ID3484
m_Metabolomics_LCMS_positive
B26.mzXML
ID3484
m_Metabolomics_LCMS_positive
B27.mzXML
ID3484
m_Metabolomics_LCMS_positive
B28.mzXML
ID3484
m_Metabolomics_LCMS_positive
B29.mzXML
ID3484
m_Metabolomics_LCMS_positive
B3.mzXML
ID3484
m_Metabolomics_LCMS_positive
B30.mzXML
ID3484
m_Metabolomics_LCMS_positive
B31.mzXML
ID3484
m_Metabolomics_LCMS_positive
B32.mzXML
ID3484
m_Metabolomics_LCMS_positive
B33.mzXML
ID3484
m_Metabolomics_LCMS_positive
B4.mzXML
ID3484
m_Metabolomics_LCMS_positive
B5.mzXML
ID3484
m_Metabolomics_LCMS_positive
B6.mzXML
ID3484
m_Metabolomics_LCMS_positive
B7.mzXML
ID3484
m_Metabolomics_LCMS_positive
B8.mzXML
ID3484
m_Metabolomics_LCMS_positive
B9.mzXML
ID3484
m_Metabolomics_LCMS_positive
QC01.mzXML
ID3484
m_Metabolomics_LCMS_positive
QC02.mzXML
ID3484
m_Metabolomics_LCMS_positive
QC03.mzXML
ID3484
m_Metabolomics_LCMS_positive
QC04.mzXML
ID3484
m_Metabolomics_LCMS_positive
QC05.mzXML
ID3484
m_Metabolomics_LCMS_positive
QC06.mzXML
ID3484
m_Metabolomics_LCMS_positive
QC07.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 292 rows!
Extracted information for 292 samples.
Processing  ST001460
No raw data detected. Ignoring ST001460
Processing  ST003028
Initiating REDU-table generation for AN004964
Rest length is 10
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004965
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MWY-19-080-3
A28_N.mzML
MWY-19-080-3
A28_P.mzML
MWY-19-080-3
A30_N.mzML
MWY-19-080-3
A30_P.mzML
MWY-19-080-3
A40_N.mzML
MWY-19-080-3
A40_P.mzML
MWY-19-080-3
A42_N.mzML
MWY-19-080-3
A42_P.mzML
MWY-19-080-3
A49_N.mzML
MWY-19-080-3
A49_P.mzML
MWY-19-080-3
AS153_P.mzML
MWY-19-080-3
AS53_N.mzML
MWY-19-080-3
AS53_P.mzML
MWY-19-080-3
AS58_N.mzML
MWY-19-080-3
AS58_P.mzML
MWY-19-080-3
AS63_N.mzML
MWY-19-080-3
AS63_P.mzML
MWY-19-080-3
AS78_N.mzML
MWY-19-080-3
AS78_P.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▍     | 1410/3150 [1:52:51<3:37:38,  7.50s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▍     | 1411/3150 [1:52:54<3:14:10,  6.70s/it]
Number of rows removed due to not enough metadata: 0
Returning 19 rows!
Extracted information for 19 samples.
Processing  ST002695
Initiating REDU-table generation for AN004368
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0050m_MoTrPAC_PASS1B_HP-PREFA01.raw
0050n_MoTrPAC_PASS1B_HP-PREFB01.raw
0050o_MoTrPAC_PASS1B_HP-Sed01-AOR.raw
0050p_MoTrPAC_PASS1B_HP-Sed02-AOR.raw
0050q_MoTrPAC_PASS1B_HP-IPE01-AOR.raw
0050r_MoTrPAC_PASS1B_HP-IPE02-AOR.raw
0051_MoTrPAC_PASS1B_HP-90217016503-AOR.raw
0052_MoTrPAC_PASS1B_HP-90218016503-AOR.raw
0053_MoTrPAC_PASS1B_HP-90222016503-AOR.raw
0054_MoTrPAC_PASS1B_HP-90223016503-AOR.raw
0055_MoTrPAC_PASS1B_HP-90225016503-AOR.raw
0056_MoTrPAC_PASS1B_HP-90227016503-AOR.raw
0057_MoTrPAC_PASS1B_HP-90229016503-AOR.raw
0058_MoTrPAC_PASS1B_HP-90237016503-AOR.raw
0059_MoTrPAC_PASS1B_HP-90239016503-AOR.raw
0060_MoTrPAC_PASS1B_HP-90248016503-AOR.raw
0061_MoTrPAC_PASS1B_HP-90251016503-AOR.raw
0062_MoTrPAC_PASS1B_HP-90252016503-AOR.raw
0063_MoTrPAC_PASS1B_HP-90254016503-AOR.raw
0064_MoTrPAC_PASS1B_HP-90259016503-AOR.raw
0065_MoTrPAC_PASS1B_HP-90265016503-AOR.raw
0066_MoTrPAC_PASS1B_HP-90266016503-AOR.raw
0067_MoTrPAC_PASS1B_HP-90267016503-AOR.raw
0068_MoTrPAC_PASS1B_HP-90280016503-AOR.raw
0069_MoTrPAC_PASS1B_HP-90281016503-AOR.raw
0070_MoTrPAC_PASS1B_HP-90283016503-AOR.raw
0070a_MoTrPAC_PASS1B_HP-PREFA02.raw
0070b_MoTrPAC_PASS1B_HP-PREFB02.raw
0071_MoTrPAC_PASS1B_HP-90289016503-AOR.raw
0072_MoTrPAC_PASS1B_HP-90292016503-AOR.raw
0073_MoTrPAC_PASS1B_HP-90406016503-AOR.raw
0074_MoTrPAC_PASS1B_HP-90410016503-AOR.raw
0090a_MoTrPAC_PASS1B_HP-PREFA03.raw
0090b_MoTrPAC_PASS1B_HP-PREFB03.raw
0092a_MoTrPAC_PASS1B_HP-Sed03-AOR.raw
0092b_MoTrPAC_PASS1B_HP-Sed04-AOR.raw
0092c_MoTrPAC_PASS1B_HP-IPE03-AOR.raw
0092d_MoTrPAC_PASS1B_HP-IPE04-AOR.raw
0092e_MoTrPAC_PASS1B_HP-PREFA04.raw
0092f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST003398
Initiating REDU-table generation for AN005577
Rest length is 20
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 468.91it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005578
Rest length is 20
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 490.52it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▍     | 1412/3150 [1:52:57<2:54:01,  6.01s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▍     | 1414/3150 [1:53:01<2:07:51,  4.42s/it]
 45%|████▍     | 1416/3150 [1:53:01<1:23:27,  2.89s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
X0220-M004B-01_DoubleBlank.mzML
X0220-M004B-04_std003A_1.mzML
X0220-M004B-05_7_WT_Dim_2h_1.mzML
X0220-M004B-06_16_WT_Dim_24h_1.mzML
X0220-M004B-07_10_WT_Dim_4h_1.mzML
X0220-M004B-08_13_WT_Dim_8h_1.mzML
X0220-M004B-09_1_WT_Dim_0h_1.mzML
X0220-M004B-10_4_WT_Dim_1h_1.mzML
X0220-M004B-11_5_WT_Dim_1h_2.mzML
X0220-M004B-12_2_WT_Dim_0h_2.mzML
X0220-M004B-13_11_WT_Dim_4h_2.mzML
X0220-M004B-14_17_WT_Dim_24h_2.mzML
X0220-M004B-15_8_WT_Dim_2h_2.mzML
X0220-M004B-16_14_WT_Dim_8h_2.mzML
X0220-M004B-17_3_WT_Dim_0h_3.mzML
X0220-M004B-18_12_WT_Dim_4h_3.mzML
X0220-M004B-19_18_WT_Dim_24h_3.mzML
X0220-M004B-20_15_WT_Dim_8h_3.mzML
X0220-M004B-21_6_WT_Dim_1h_3.mzML
X0220-M004B-22_9_WT_Dim_2h_3.mzML
X0220-M004B-25_std003A_1.mzML
X0220-M004B-26_DoubleBlank.mzML
X0220-M005B-01_DoubleBlank.mzML
X0220-M005B-04_std003A_1.mzML
X0220-M005B-05_7_WT_Dim_2h_1.mzML
X0220-M005B-06_16_WT_Dim_24h_1.mzML
X0220-M005B-07_10_WT_Dim_4h_1.mzML
X0220-M005B-08_13_WT_Dim_8h_1.mzML
X0220-M005B-09_1_WT_Dim_0h_1.mzML
X0220-M005B-10_4_WT_Dim_1h_1.mzML
X0220-M005B-11_5_WT_Dim_1h_2.mzML
X0220-M005B-12_2_WT_Dim_0h_2.mzML
X0220-M005B-13_11_WT_Dim_4h_2.mzML
X0220-M005B-14_17_WT_Dim_24h_2.mzML
X0220-M005B-15_8_WT_Dim_2h_2.mzML
X0220-M005B-16_14_WT_Dim_8h_2.mzML
X0220-M005B-17_3_WT_Dim_0h_3.mzML
X0220-M005B-18_12_WT_Dim_4h_3.mzML
X0220-M005B-19_18_WT_Dim_24h_3.mzML
X0220-M005B-20_15_WT_Dim_8h_3.mzML
X0220-M005B-21_6_WT_Dim_1h_3.mzML
X0220-M005B-22_9_WT_Dim_2h_3.mzML
X0220-M005B-25_std003A_1.mzML
X0220-M005B-26_DoubleBlank.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 44 rows!
Extracted information for 44 samples.
Processing  ST003421
No raw data detected. Ignoring ST003421
Processing  ST003560
Initiating REDU-table generation for AN005851
Rest length is 191
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
B1.raw
B1_2.raw
B2.raw
B2_2.raw
B3.raw
B3_2.raw
B4.raw
B4_2.raw
B5.raw
B5_2.raw
B6.raw
B6_2.raw
MeOH_001.raw
MeOH_002.raw
MeOH_003.raw
MeOH_004.raw
MeOH_005.raw
MeOH_006.raw
MeOH_007.raw
MeOH_008.raw
MeOH_009.raw
MeOH_010.raw
MeOH_011.raw
MeOH_012.raw
MeOH_013.raw
MeOH_014.raw
MeOH_015.raw
MeOH_016.raw
MeOH_017.raw
MeOH_018.raw
MeOH_019.raw
MeOH_020.raw
MeOH_021.raw
MeOH_022.raw
MeOH_023.raw
MeOH_024.raw
MeOH_025.raw
MeOH_026.raw
MeOH_027.raw
Reserpine_1.raw
Reserpine_2.raw
Reserpine_3.raw
Reserpine_4.raw
Reserpine_5.raw
Reserpine_6.raw
Reserpine_7.raw
Standard_mix_5x_dil_POS.raw
T1-S001-1.raw
T1-S001-2.raw
T1-S001-3.raw
T1-S002-1.raw
T1-S002-2.raw
T1-S002-3.raw
T1-S003-1.raw
T1-S003-2.raw
T1-S003-3.raw
T1-S004-1.raw
T1-S004-2.raw
T1-S004-3.raw
T1-S005-1.raw
T1-S005-2.raw
T1-S005-3.raw
T1-S006-1.raw
T1-S006-2.raw
T1-S006-3.raw
T1-S007-1.raw
T1-S007-2.raw
T1-S007-3.raw
T1-S008-1.raw
T1-S008-2.raw
T1-S008-3.raw
T1-S009-1.raw
T1-S009-2.raw
T1-S009-3.raw
T1-S010-1.raw
T1-S010-2.raw
T1-S010-3.raw
T1-S011-1.raw
T1-S011-2.raw
T1-S011-3.raw
T1-S012-1.raw
T1-S012-2.raw
T1-S012-3.raw
T2-S001-1.raw
T2-S001-2.raw
T2-S001-3.raw
T2-S002-1.raw
T2-S002-2.raw
T2-S002-3.raw
T2-S003-1.raw
T2-S003-2.raw
T2-S003-3.raw
T2-S004-1.raw
T2-S004-2.raw
T2-S004-3.raw
T2-S005-1.raw
T2-S005-2.raw
T2-S005-3.raw
T2-S006-1.raw
T2-S006-2.raw
T2-S006-3.raw
T2-S007-1.raw
T2-S007-2.raw
T2-S007-3.raw
T2-S008-1.raw
T2-S008-2.raw
T2-S008-3.raw
T2-S009-1.raw
T2-S009-2.raw
T2-S009-3.raw
T2-S010-1.raw
T2-S010-2.raw
T2-S010-3.raw
T2-S011-1.raw
T2-S011-2.raw
T2-S011-3.raw
T2-S012-1.raw
T2-S012-2.raw
T2-S012-3.raw
T3-S001-1.raw
T3-S001-2.raw
T3-S001-3.raw
T3-S002-1.raw
T3-S002-2.raw
T3-S002-3.raw
T3-S003-1.raw
T3-S003-2.raw
T3-S003-3.raw
T3-S004-1.raw
T3-S004-2.raw
T3-S004-3.raw
T3-S005-1.raw
T3-S005-2.raw
T3-S005-3.raw
T3-S006-1.raw
T3-S006-2.raw
T3-S006-3.raw
T3-S007-1.raw
T3-S007-2.raw
T3-S007-3.raw
T3-S008-1.raw
T3-S008-2.raw
T3-S008-3.raw
T3-S009-1.raw
T3-S009-2.raw
T3-S009-3.raw
T3-S010-1.raw
T3-S010-2.raw
T3-S010-3.raw
T3-S011-1.raw
T3-S011-2.raw
T3-S011-3.raw
T3-S012-1.raw
T3-S012-2.raw
T3-S012-3.raw
TOT-T1-S001.raw
TOT-T1-S002.raw
TOT-T1-S003.raw
TOT-T1-S004.raw
TOT-T1-S005.raw
TOT-T1-S006.raw
TOT-T1-S007.raw
TOT-T1-S008.raw
TOT-T1-S009.raw
TOT-T1-S010.raw
TOT-T1-S011.raw
TOT-T1-S012.raw
TOT-T2-S001.raw
TOT-T2-S002.raw
TOT-T2-S003.raw
TOT-T2-S004.raw
TOT-T2-S005.raw
TOT-T2-S006.raw
TOT-T2-S007.raw
TOT-T2-S008.raw
TOT-T2-S009.raw
TOT-T2-S010.raw
TOT-T2-S011.raw
TOT-T2-S012.raw
TOT-T3-S001.raw
TOT-T3-S002.raw
TOT-T3-S003.raw
TOT-T3-S004.raw
TOT-T3-S005.raw
TOT-T3-S006.raw
TOT-T3-S007.raw
TOT-T3-S008.raw
TOT-T3-S009.raw
TOT-T3-S010.raw
TOT-T3-S011.raw
TOT-T3-S012.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 191 rows!
Extracted information for 191 samples.
Processing  ST002265
No raw data detected. Ignoring ST002265
Processing  ST000694
No raw data detected. Ignoring ST000694
Processing  ST002138
Initiating REDU-table generation for AN003499
Rest length is 61
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HILICposRawData
HILICpos_ISO031322_4FThigh_01.raw
HILICposRawData
HILICpos_ISO031322_IsTr_01.raw
HILICposRawData
HILICpos_ISO031322_IsTr_02.raw
HILICposRawData
HILICpos_ISO031322_IsTr_03.raw
HILICposRawData
HILICpos_ISO031322_IsTr_04.raw
HILICposRawData
HILICpos_ISO031322_IsTr_06.raw
HILICposRawData
HILICpos_ISO031322_IsTr_07.raw
HILICposRawData
HILICpos_ISO031322_IsTr_08.raw
HILICposRawData
HILICpos_ISO031322_IsTr_09.raw
HILICposRawData
HILICpos_ISO031322_IsTr_10.raw
HILICposRawData
HILICpos_ISO031322_IsTr_11.raw
HILICposRawData
HILICpos_ISO031322_IsTr_12.raw
HILICposRawData
HILICpos_ISO031322_IsTr_13.raw
HILICposRawData
HILICpos_ISO031322_IsTr_14.raw
HILICposRawData
HILICpos_ISO031322_IsTr_15.raw
HILICposRawData
HILICpos_ISO031322_IsTr_17.raw
HILICposRawData
HILICpos_ISO031322_IsTr_18.raw
HILICposRawData
HILICpos_ISO031322_IsTr_19.raw
HILICposRawData
HILICpos_ISO031322_IsTr_20.raw
HILICposRawData
HILICpos_ISO031322_IsTr_21.raw
HILICposRawData
HILICpos_ISO031322_IsTr_22.raw
HILICposRawData
HILICpos_ISO031322_IsTr_23.raw
HILICposRawData
HILICpos_ISO031322_NeatStndCrv_01.raw
HILICposRawData
HILICpos_ISO031322_NeatStndCrv_02.raw
HILICposRawData
HILICpos_ISO031322_NeatStndCrv_03.raw
HILICposRawData
HILICpos_ISO031322_NeatStndCrv_04.raw
HILICposRawData
HILICpos_ISO031322_NeatStndCrv_05.raw
HILICposRawData
HILICpos_ISO031322_RNA_01.raw
HILICposRawData
HILICpos_ISO031322_RNA_02.raw
HILICposRawData
HILICpos_ISO031322_RNA_03.raw
HILICposRawData
HILICpos_ISO031322_RNA_04.raw
HILICposRawData
HILICpos_ISO031322_RNA_05.raw
HILICposRawData
HILICpos_ISO031322_RNA_06.raw
HILICposRawData
HILICpos_ISO031322_RNA_07.raw
HILICposRawData
HILICpos_ISO031322_RNA_08.raw
HILICposRawData
HILICpos_ISO031322_RNA_09.raw
HILICposRawData
HILICpos_ISO031322_RNA_10.raw
HILICposRawData
HILICpos_ISO031322_RNA_11.raw
HILICposRawData
HILICpos_ISO031322_RNA_12.raw
HILICposRawData
HILICpos_ISO031322_RNA_13.raw
HILICposRawData
HILICpos_ISO031322_RNA_14.raw
HILICposRawData
HILICpos_ISO031322_RNA_15.raw
HILICposRawData
HILICpos_ISO031322_RNA_16.raw
HILICposRawData
HILICpos_ISO031322_RNA_17.raw
HILICposRawData
HILICpos_ISO031322_RNA_18.raw
HILICposRawData
HILICpos_ISO031322_RNA_19.raw
HILICposRawData
HILICpos_ISO031322_RNA_20.raw
HILICposRawData
HILICpos_ISO031322_RNA_21.raw
HILICposRawData
HILICpos_ISO031322_RNA_22.raw
HILICposRawData
HILICpos_ISO031322_mtdBlnk_01.raw
HILICposRawData
HILICpos_ISO031322_mtdBlnk_02.raw
HILICposRawData
HILICpos_ISO031322_mtdBlnk_03.raw
HILICposRawData
HILICpos_ISO031322_mtdBlnk_04.raw
HILICposRawData
HILICpos_ISO031322_mtdBlnk_05.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▍     | 1417/3150 [1:53:05<1:27:40,  3.04s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▌     | 1420/3150 [1:53:08<59:46,  2.07s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▌     | 1422/3150 [1:53:11<54:54,  1.91s/it]
HILICposRawData
HILICpos_ISO031322_pQC_01.raw
HILICposRawData
HILICpos_ISO031322_pQC_02.raw
HILICposRawData
HILICpos_ISO031322_pQC_03.raw
HILICposRawData
HILICpos_ISO031322_pQC_04.raw
HILICposRawData
ID_01_pos_post.raw
HILICposRawData
ID_02_pos_post.raw
HILICposRawData
ID_03_pos_post.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 61 rows!
Extracted information for 61 samples.
Processing  ST000215
No raw data detected. Ignoring ST000215
Processing  ST002268
No raw data detected. Ignoring ST002268
Processing  ST002273
Initiating REDU-table generation for AN003715
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
A01-01_57_1_1697.d
A02-01_58_1_1699.d
A03-01_59_1_1701.d
B01-01_60_1_1703.d
B03-01_62_1_1707.d
B03-02_62_1_1708.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000781
No raw data detected. Ignoring ST000781
Processing  ST002367
Initiating REDU-table generation for AN003862
Rest length is 87
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PCa-A01.mzML
PCa-A02.mzML
PCa-A03.mzML
PCa-A04.mzML
PCa-A05.mzML
PCa-A06.mzML
PCa-A07.mzML
PCa-A08.mzML
PCa-A09.mzML
PCa-A10.mzML
PCa-A11.mzML
PCa-A12.mzML
PCa-B01.mzML
PCa-B02.mzML
PCa-B03.mzML
PCa-B04.mzML
PCa-B05.mzML
PCa-B06.mzML
PCa-B07.mzML
PCa-B08.mzML
PCa-B09.mzML
PCa-B10.mzML
PCa-B11.mzML
PCa-B12.mzML
PCa-C01.mzML
PCa-C02.mzML
PCa-C03.mzML
PCa-C04.mzML
PCa-C05.mzML
PCa-C06.mzML
PCa-C07.mzML
PCa-C08.mzML
PCa-C09.mzML
PCa-C10.mzML
PCa-C11.mzML
PCa-C12.mzML
PCa-D01.mzML
PCa-D02.mzML
PCa-D03.mzML
PCa-D04.mzML
PCa-D05.mzML
PCa-D06.mzML
PCa-D07.mzML
PCa-D08.mzML
PCa-D09.mzML
PCa-D10.mzML
PCa-D11.mzML
PCa-D12.mzML
PCa-E01.mzML
PCa-E02.mzML
PCa-E03.mzML
PCa-E04.mzML
PCa-E05.mzML
PCa-E06.mzML
PCa-E07.mzML
PCa-E08.mzML
PCa-E09.mzML
PCa-E10.mzML
PCa-E11.mzML
PCa-E12.mzML
PCa-F01.mzML
PCa-F02.mzML
PCa-F03.mzML
PCa-F04.mzML
PCa-F05.mzML
PCa-F06.mzML
PCa-F07.mzML
PCa-F08.mzML
PCa-F09.mzML
PCa-F10.mzML
PCa-F11.mzML
PCa-F12.mzML
PCa-G01.mzML
PCa-G02.mzML
PCa-G03.mzML
PCa-G04.mzML
PCa-G05.mzML
PCa-G06.mzML
PCa-G07.mzML
PCa-G08.mzML
PCa-G09.mzML
PCa-G10.mzML
PCa-G11.mzML
PCa-G12.mzML
PCa-H01.mzML
PCa-H02.mzML
PCa-H03.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 87 rows!
Extracted information for 87 samples.
Processing  ST003129
Initiating REDU-table generation for AN005131
Rest length is 72
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/73 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▍       | 18/73 [00:00<00:00, 173.35it/s]

Mapping potential matches:  49%|████▉     | 36/73 [00:00<00:00, 173.53it/s]

Mapping potential matches:  74%|███████▍  | 54/73 [00:00<00:00, 175.14it/s]

Mapping potential matches:  99%|█████████▊| 72/73 [00:00<00:00, 176.25it/s]
Mapping potential matches: 100%|██████████| 73/73 [00:00<00:00, 175.45it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005132
Rest length is 72
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/73 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▍       | 18/73 [00:00<00:00, 178.92it/s]

Mapping potential matches:  49%|████▉     | 36/73 [00:00<00:00, 178.45it/s]

Mapping potential matches:  75%|███████▌  | 55/73 [00:00<00:00, 180.00it/s]
Mapping potential matches: 100%|██████████| 73/73 [00:00<00:00, 180.47it/s]

 45%|████▌     | 1423/3150 [1:53:13<54:47,  1.90s/it]
 45%|████▌     | 1427/3150 [1:53:13<27:37,  1.04it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001165
No raw data detected. Ignoring ST001165
Processing  ST001300
No raw data detected. Ignoring ST001300
Processing  ST000231
No raw data detected. Ignoring ST000231
Processing  ST000407
No raw data detected. Ignoring ST000407
Processing  ST000851
No raw data detected. Ignoring ST000851
Processing  ST000259
Initiating REDU-table generation for AN000411
Rest length is 82
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/82 [00:00<?, ?it/s]

Mapping potential matches:  20%|█▉        | 16/82 [00:00<00:00, 153.88it/s]

Mapping potential matches:  39%|███▉      | 32/82 [00:00<00:00, 154.36it/s]

Mapping potential matches:  59%|█████▊    | 48/82 [00:00<00:00, 155.16it/s]

Mapping potential matches:  78%|███████▊  | 64/82 [00:00<00:00, 156.26it/s]

Mapping potential matches:  98%|█████████▊| 80/82 [00:00<00:00, 155.97it/s]
Mapping potential matches: 100%|██████████| 82/82 [00:00<00:00, 155.55it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000412
Rest length is 82
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/82 [00:00<?, ?it/s]

Mapping potential matches:  20%|█▉        | 16/82 [00:00<00:00, 156.71it/s]

Mapping potential matches:  39%|███▉      | 32/82 [00:00<00:00, 157.25it/s]

Mapping potential matches:  59%|█████▊    | 48/82 [00:00<00:00, 156.79it/s]

Mapping potential matches:  78%|███████▊  | 64/82 [00:00<00:00, 156.19it/s]

Mapping potential matches:  98%|█████████▊| 80/82 [00:00<00:00, 156.31it/s]
Mapping potential matches: 100%|██████████| 82/82 [00:00<00:00, 156.43it/s]

 45%|████▌     | 1429/3150 [1:53:15<28:40,  1.00it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▌     | 1431/3150 [1:53:18<33:22,  1.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 45%|████▌     | 1432/3150 [1:53:21<40:20,  1.41s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1435/3150 [1:53:25<38:48,  1.36s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002394
No raw data detected. Ignoring ST002394
Processing  ST001493
Initiating REDU-table generation for AN002475
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DynamicBinning
IS0
PlasmaIS0_11.mzML
DynamicBinning
IS0
PlasmaIS0_18.mzML
DynamicBinning
IS0
PlasmaIS0_25.mzML
DynamicBinning
IS0
PlasmaIS0_33.mzML
DynamicBinning
IS0
PlasmaIS0_40.mzML
DynamicBinning
IS0
PlasmaIS0_47.mzML
DynamicBinning
IS0
PlasmaIS0_54.mzML
DynamicBinning
IS0
PlasmaIS0_61.mzML
DynamicBinning
IS0
PlasmaIS0_68.mzML
DynamicBinning
IS0
PlasmaIS0_75.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_12.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_19.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_26.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_34.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_41.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_48.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_55.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_62.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_69.mzML
DynamicBinning
IS1-16
PlasmaIS1-16_76.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_15.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_22.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_29.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_37.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_44.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_51.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_58.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_65.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_72.mzML
DynamicBinning
IS1-2
PlasmaIS1-2_79.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_14.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_21.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_28.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_36.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_43.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_50.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_57.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_64.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_71.mzML
DynamicBinning
IS1-4
PlasmaIS1-4_78.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_13.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_20.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_27.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_35.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_42.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_49.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_56.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_63.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_70.mzML
DynamicBinning
IS1-8
PlasmaIS1-8_77.mzML
DynamicBinning
IS1
PlasmaIS1_16.mzML
DynamicBinning
IS1
PlasmaIS1_23.mzML
DynamicBinning
IS1
PlasmaIS1_30.mzML
DynamicBinning
IS1
PlasmaIS1_38.mzML
DynamicBinning
IS1
PlasmaIS1_45.mzML
DynamicBinning
IS1
PlasmaIS1_52.mzML
DynamicBinning
IS1
PlasmaIS1_59.mzML
DynamicBinning
IS1
PlasmaIS1_66.mzML
DynamicBinning
IS1
PlasmaIS1_73.mzML
DynamicBinning
IS1
PlasmaIS1_80.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST002061
Initiating REDU-table generation for AN003360
Rest length is 16
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KR1M0.mzXML
KR1M2.mzXML
KR2M0.mzXML
KR2M2.mzXML
KR3M0.mzXML
KR3M2.mzXML
KR4M2.mzXML
KR5M2.mzXML
WT1M0.mzXML
WT1M2.mzXML
WT2M0.mzXML
WT2M2.mzXML
WT3M0.mzXML
WT3M2.mzXML
WT4M2.mzXML
WT5M2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST001078
No raw data detected. Ignoring ST001078
Processing  ST003201
No raw data detected. Ignoring ST003201
Processing  ST003281
Initiating REDU-table generation for AN005375
Rest length is 44
raw file key found.
Initiating REDU-table generation for AN005376
Rest length is 44
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
H20P6A_1-15-2024_R-C3_16171.mzML
H20P6B_1-15-2024_R-C4_16166.mzML
H20P6C_1-15-2024_R-C5_16172.mzML
H20P6D_1-15-2024_R-C6_16146.mzML
H6A_1-15-2024_R-B8_16157.mzML
H6B_1-16-2024_R-B9_16173.mzML
H6C_1-15-2024_R-C1_16158.mzML
H6D_1-16-2024_R-C2_16182.mzML
H99-0-A_5-12-2023_G-A4_12271.mzML
H99-0-B_5-12-2023_G-A5_12272.mzML
H99-0-C_5-12-2023_G-A6_12273.mzML
H99-250-A_5-12-2023_G-A7_12274.mzML
H99-250-B_5-12-2023_G-A8_12277.mzML
H99-250-C_5-12-2023_G-A9_12278.mzML
HFe20P24A_1-15-2024_R-B4_16155.mzML
HFe20P24B_1-15-2024_R-B5_16153.mzML
HFe20P24C_1-16-2024_R-B6_16181.mzML
HFe20P24D_1-15-2024_R-B7_16148.mzML
HFe20P6A_1-16-2024_R-A5_16177.mzML
HFe20P6B_1-15-2024_R-A6_16161.mzML
HFe20P6C_1-15-2024_R-A7_16156.mzML
HFe20P6D_1-15-2024_R-A8_16154.mzML
HFe24A_1-15-2024_R-A9_16145.mzML
HFe24B_1-15-2024_R-B1_16163.mzML
HFe24C_1-15-2024_R-B2_16149.mzML
HFe24D_1-15-2024_R-B3_16147.mzML
HFe6A_1-16-2024_R-A1_16174.mzML
HFe6B_1-15-2024_R-A2_16164.mzML
HFe6C_1-16-2024_R-A3_16180.mzML
HFe6D_1-15-2024_R-A4_16170.mzML
Pho-0-A_5-12-2023_G-B1_12279.mzML
Pho-0-B_5-13-2023_G-B2_12280.mzML
Pho-0-C_5-13-2023_G-B3_12283.mzML
Pho-250-A_5-13-2023_G-B4_12284.mzML
Pho-250-B_5-13-2023_G-B5_12285.mzML
Pho-250-C_5-13-2023_G-B6_12286.mzML
QC1_1-15-2024_R-F9_16144.mzML
QC1_5-12-2023_G-B7_12270.mzML
QC2_1-15-2024_R-F9_16152.mzML
QC2_5-12-2023_G-B7_12276.mzML
QC3_1-15-2024_R-F9_16160.mzML
QC3_5-13-2023_G-B7_12282.mzML
QC4_1-15-2024_R-F9_16168.mzML
QC5_1-16-2024_R-F9_16176.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 44 rows!
Extracted information for 44 samples.
Processing  ST000989
Initiating REDU-table generation for AN001615
Rest length is 139
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_NIST1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_NIST2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_NIST3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep10.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep4.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep5.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep6.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep7.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep8.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_Rep9.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO001_SA042_1000aC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO002_SA044_1000aC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO003_SA011_1000aC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO006_SA030_1000bG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO007_SA037_1000bG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO008_SA020_1000bG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO011_SA041_1000cC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO012_SA023_1000cC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO013_SA007_1000cC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO016_SA040_1000dG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO017_SA018_1000dG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO018_SA022_1000dG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO021_SA034_1000eC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO022_SA024_1000eC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO023_SA012_1000eC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO026_SA019_1000fG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO027_SA001_1000fG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO028_SA009_1000fG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO031_SA043_1001aG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO032_SA017_1001aG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO033_SA045_1001aG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO036_SA015_1001bC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO037_SA048_1001bC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO038_SA008_1001bC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO041_SA052_1001dC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO042_SA031_1001dC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO043_SA003_1001dC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO046_SA005_1001eG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO047_SA006_1001eG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO048_SA010_1001eG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO052_SA033_1001fC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO053_SA028_1001fC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO056_SA090_1001gG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO057_SA062_1001gG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO058_SA097_1001gG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO061_SA084_1002aG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO062_SA071_1002aG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO063_SA095_1002aG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO066_SA074_1002bC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO067_SA059_1002bC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO068_SA082_1002bC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO071_SA069_1002cG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO072_SA073_1002cG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO073_SA065_1002cG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO076_SA075_1002dC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO077_SA063_1002dC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO078_SA067_1002dC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO081_SA055_1002eG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO082_SA061_1002eG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO083_SA099_1002eG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO086_SA068_1002fC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO087_SA091_1002fC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO088_SA064_1002fC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO091_SA094_1003aC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO092_SA060_1003aC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO093_SA092_1003aC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO096_SA080_1003bG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO097_SA057_1003bG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO098_SA076_1003bG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO101_SA143_1003cC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO102_SA110_1003cC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO103_SA150_1003cC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO106_SA136_1003dG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO107_SA119_1003dG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO108_SA148_1003dG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO111_SA122_1003eC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO112_SA106_1003eC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO113_SA134_1003eC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO116_SA117_1003fG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO117_SA121_1003fG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO118_SA113_1003fG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO121_SA123_1005aG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO122_SA111_1005aG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO123_SA115_1005aG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO126_SA100_1005bC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO127_SA108_1005bC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO128_SA152_1005bC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO131_SA116_1005cG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO132_SA144_1005cG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO133_SA112_1005cG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO136_SA147_1005dC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO137_SA107_1005dC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO138_SA145_1005dC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO141_SA130_1005fC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO142_SA102_1005fC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO143_SA124_1005fC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO146_SA105_1005gG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO147_SA109_1005gG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO148_SA131_1005gG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO151_SA132_1006aC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO152_SA127_1006aC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO153_SA138_1006aC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO156_SA161_1006bG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO157_SA196_1006bG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO158_SA155_1006bG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO161_SA170_1006cC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO162_SA194_1006cC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO163_SA184_1006cC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO166_SA158_1006dG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO167_SA181_1006dG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO168_SA157_1006dG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO171_SA172_1006eG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO172_SA164_1006eG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO173_SA171_1006eG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO176_SA162_1006fG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO177_SA166_1006fG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO178_SA182_1006fG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO181_SA160_1007aC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO182_SA198_1007aC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO183_SA195_1007aC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO186_SA190_1007bG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO187_SA163_1007bG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO188_SA192_1007bG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO191_SA159_1007cC1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO192_SA191_1007cC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO193_SA177_1007cC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO196_SA156_1007dG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO197_SA175_1007dG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO198_SA176_1007dG3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO201_SA200_1007eC1.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1436/3150 [1:53:28<47:02,  1.65s/it]
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO202_SA210_1007eC2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO203_SA199_1007eC3.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO206_SA201_1007fG1.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO207_SA209_1007fG2.wiff
GLA STUDY TripleTOF 5600
Raw Data
GLA_TT_Lipids_SO208_SA205_1007fG3.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 138 rows!
Extracted information for 138 samples.
Processing  ST002838
Initiating REDU-table generation for AN004659
Rest length is 186
raw file key found.
Initiating REDU-table generation for AN004660
Rest length is 186
raw file key found.
Initiating REDU-table generation for AN004661
Rest length is 186
raw file key found.
Initiating REDU-table generation for AN004662
Rest length is 186
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzML output
230703_Golga5_E1_NonDerNeg.mzML
mzML output
230703_Golga5_E1_NonDerPos.mzML
mzML output
230703_Golga5_E2_NonDerNeg.mzML
mzML output
230703_Golga5_E2_NonDerPos.mzML
mzML output
230703_Golga5_E3_NonDerNeg.mzML
mzML output
230703_Golga5_E3_NonDerPos.mzML
mzML output
230703_Golga5_H1_NonDerNeg.mzML
mzML output
230703_Golga5_H1_NonDerPos.mzML
mzML output
230703_Golga5_H2_NonDerNeg.mzML
mzML output
230703_Golga5_H2_NonDerPos.mzML
mzML output
230703_Golga5_H3_NonDerNeg.mzML
mzML output
230703_Golga5_H3_NonDerPos.mzML
mzML output
230703_Golga8M_E1_NonDerNeg.mzML
mzML output
230703_Golga8M_E1_NonDerPos.mzML
mzML output
230703_Golga8M_E2_NonDerNeg.mzML
mzML output
230703_Golga8M_E2_NonDerPos.mzML
mzML output
230703_Golga8M_E3_NonDerNeg.mzML
mzML output
230703_Golga8M_E3_NonDerPos.mzML
mzML output
230703_Golga8M_H1_NonDerNeg.mzML
mzML output
230703_Golga8M_H1_NonDerPos.mzML
mzML output
230703_Golga8M_H2_NonDerNeg.mzML
mzML output
230703_Golga8M_H2_NonDerPos.mzML
mzML output
230703_Golga8M_H3_NonDerNeg.mzML
mzML output
230703_Golga8M_H3_NonDerPos.mzML
mzML output
230703_Pex26-E1_NonDerNeg.mzML
mzML output
230703_Pex26-E1_NonDerPos.mzML
mzML output
230703_Pex26-E2_NonDerNeg.mzML
mzML output
230703_Pex26-E2_NonDerPos.mzML
mzML output
230703_Pex26-E3_NonDerNeg.mzML
mzML output
230703_Pex26-E3_NonDerPos.mzML
mzML output
230703_Pex26-H1_NonDerNeg.mzML
mzML output
230703_Pex26-H1_NonDerPos.mzML
mzML output
230703_Pex26-H2_NonDerNeg.mzML
mzML output
230703_Pex26-H2_NonDerPos.mzML
mzML output
230703_Pex26-H3_NonDerNeg.mzML
mzML output
230703_Pex26-H3_NonDerPos.mzML
mzML output
230703_SEC61_E1_NonDerNeg.mzML
mzML output
230703_SEC61_E1_NonDerPos.mzML
mzML output
230703_SEC61_E2_NonDerNeg.mzML
mzML output
230703_SEC61_E2_NonDerPos.mzML
mzML output
230703_SEC61_E3_NonDerNeg.mzML
mzML output
230703_SEC61_E3_NonDerPos.mzML
mzML output
230703_SEC61_H1_NonDerNeg.mzML
mzML output
230703_SEC61_H1_NonDerPos.mzML
mzML output
230703_SEC61_H2_NonDerNeg.mzML
mzML output
230703_SEC61_H2_NonDerPos.mzML
mzML output
230703_SEC61_H3_NonDerNeg.mzML
mzML output
230703_SEC61_H3_NonDerPos.mzML
mzML output
230703_SEC62_E1_NonDerNeg.mzML
mzML output
230703_SEC62_E1_NonDerPos.mzML
mzML output
230703_SEC62_E2_NonDerNeg.mzML
mzML output
230703_SEC62_E2_NonDerPos.mzML
mzML output
230703_SEC62_E3_NonDerNeg.mzML
mzML output
230703_SEC62_E3_NonDerPos.mzML
mzML output
230703_SEC62_H1_NonDerNeg.mzML
mzML output
230703_SEC62_H1_NonDerPos.mzML
mzML output
230703_SEC62_H2_NonDerNeg.mzML
mzML output
230703_SEC62_H2_NonDerPos.mzML
mzML output
230703_SEC62_H3_NonDerNeg.mzML
mzML output
230703_SEC62_H3_NonDerPos.mzML
mzML output
230703_WT-E1_NonDerNeg.mzML
mzML output
230703_WT-E1_NonDerPos.mzML
mzML output
230703_WT-E2_NonDerNeg.mzML
mzML output
230703_WT-E2_NonDerPos.mzML
mzML output
230703_WT-E3_NonDerNeg.mzML
mzML output
230703_WT-E3_NonDerPos.mzML
mzML output
230703_WT-H1_NonDerNeg.mzML
mzML output
230703_WT-H1_NonDerPos.mzML
mzML output
230703_WT-H2_NonDerNeg.mzML
mzML output
230703_WT-H2_NonDerPos.mzML
mzML output
230703_WT-H3_NonDerNeg.mzML
mzML output
230703_WT-H3_NonDerPos.mzML
mzML output
Der_Pos 5in40_G5A_e1.mzML
mzML output
Der_Pos 5in40_G5A_e2.mzML
mzML output
Der_Pos 5in40_G5A_e3.mzML
mzML output
Der_Pos 5in40_G5A_e4.mzML
mzML output
Der_Pos 5in40_G5A_e5.mzML
mzML output
Der_Pos 5in40_G5A_h1.mzML
mzML output
Der_Pos 5in40_G5A_h2.mzML
mzML output
Der_Pos 5in40_G5A_h3.mzML
mzML output
Der_Pos 5in40_G5A_h4.mzML
mzML output
Der_Pos 5in40_G5A_h5.mzML
mzML output
Der_Pos 5in40_G5A_o1.mzML
mzML output
Der_Pos 5in40_G5A_o2.mzML
mzML output
Der_Pos 5in40_G5A_o3.mzML
mzML output
Der_Pos 5in40_G5A_o4.mzML
mzML output
Der_Pos 5in40_G5A_o5.mzML
mzML output
Der_Pos 5in40_G8M_e1.mzML
mzML output
Der_Pos 5in40_G8M_e2.mzML
mzML output
Der_Pos 5in40_G8M_e3.mzML
mzML output
Der_Pos 5in40_G8M_e4.mzML
mzML output
Der_Pos 5in40_G8M_e5.mzML
mzML output
Der_Pos 5in40_G8M_h1.mzML
mzML output
Der_Pos 5in40_G8M_h2.mzML
mzML output
Der_Pos 5in40_G8M_h3.mzML
mzML output
Der_Pos 5in40_G8M_h4.mzML
mzML output
Der_Pos 5in40_G8M_h5.mzML
mzML output
Der_Pos 5in40_G8M_o1.mzML
mzML output
Der_Pos 5in40_G8M_o2.mzML
mzML output
Der_Pos 5in40_G8M_o3.mzML
mzML output
Der_Pos 5in40_G8M_o4.mzML
mzML output
Der_Pos 5in40_G8M_o5.mzML
mzML output
Der_Pos 5in40_P26_e1.mzML
mzML output
Der_Pos 5in40_P26_e2.mzML
mzML output
Der_Pos 5in40_P26_e3.mzML
mzML output
Der_Pos 5in40_P26_e4.mzML
mzML output
Der_Pos 5in40_P26_e5.mzML
mzML output
Der_Pos 5in40_P26_h1.mzML
mzML output
Der_Pos 5in40_P26_h2.mzML
mzML output
Der_Pos 5in40_P26_h3.mzML
mzML output
Der_Pos 5in40_P26_h4.mzML
mzML output
Der_Pos 5in40_P26_h5.mzML
mzML output
Der_Pos 5in40_P26_o1.mzML
mzML output
Der_Pos 5in40_P26_o2.mzML
mzML output
Der_Pos 5in40_P26_o3.mzML
mzML output
Der_Pos 5in40_P26_o4.mzML
mzML output
Der_Pos 5in40_P26_o5.mzML
mzML output
Der_Pos 5in40_Sec61_e1.mzML
mzML output
Der_Pos 5in40_Sec61_e2.mzML
mzML output
Der_Pos 5in40_Sec61_e3.mzML
mzML output
Der_Pos 5in40_Sec61_e4.mzML
mzML output
Der_Pos 5in40_Sec61_e5.mzML
mzML output
Der_Pos 5in40_Sec61_h1.mzML
mzML output
Der_Pos 5in40_Sec61_h2.mzML
mzML output
Der_Pos 5in40_Sec61_h3.mzML
mzML output
Der_Pos 5in40_Sec61_h4.mzML
mzML output
Der_Pos 5in40_Sec61_h5.mzML
mzML output
Der_Pos 5in40_Sec61_o1.mzML
mzML output
Der_Pos 5in40_Sec61_o2.mzML
mzML output
Der_Pos 5in40_Sec61_o3.mzML
mzML output
Der_Pos 5in40_Sec61_o4.mzML
mzML output
Der_Pos 5in40_Sec61_o5.mzML
mzML output
Der_Pos 5in40_Sec62_e1.mzML
mzML output
Der_Pos 5in40_Sec62_e2.mzML
mzML output
Der_Pos 5in40_Sec62_e3.mzML
mzML output
Der_Pos 5in40_Sec62_e4.mzML
mzML output
Der_Pos 5in40_Sec62_e5.mzML
mzML output
Der_Pos 5in40_Sec62_h1.mzML
mzML output
Der_Pos 5in40_Sec62_h2.mzML
mzML output
Der_Pos 5in40_Sec62_h3.mzML
mzML output
Der_Pos 5in40_Sec62_h4.mzML
mzML output
Der_Pos 5in40_Sec62_h5.mzML
mzML output
Der_Pos 5in40_Sec62_o1.mzML
mzML output
Der_Pos 5in40_Sec62_o2.mzML
mzML output
Der_Pos 5in40_Sec62_o3.mzML
mzML output
Der_Pos 5in40_Sec62_o4.mzML
mzML output
Der_Pos 5in40_Sec62_o5.mzML
mzML output
Der_Pos 5in40_WT_e1.mzML
mzML output
Der_Pos 5in40_WT_e2.mzML
mzML output
Der_Pos 5in40_WT_e3.mzML
mzML output
Der_Pos 5in40_WT_e4.mzML
mzML output
Der_Pos 5in40_WT_e5.mzML
mzML output
Der_Pos 5in40_WT_h1.mzML
mzML output
Der_Pos 5in40_WT_h2.mzML
mzML output
Der_Pos 5in40_WT_h3.mzML
mzML output
Der_Pos 5in40_WT_h4.mzML
mzML output
Der_Pos 5in40_WT_h5.mzML
mzML output
Der_Pos 5in40_WT_o1.mzML
mzML output
Der_Pos 5in40_WT_o2.mzML
mzML output
Der_Pos 5in40_WT_o3.mzML
mzML output
Der_Pos 5in40_WT_o4.mzML
mzML output
Der_Pos 5in40_WT_o5.mzML
mzML output
GOGA5-E1-CV61.mzML
mzML output
GOGA5-E2-CV61.mzML
mzML output
GOGA5-E3-CV61.mzML
mzML output
GOGA5-h1-CV61.mzML
mzML output
GOGA5-h2-CV61.mzML
mzML output
GOGA5-h3-CV61.mzML
mzML output
GOGA8-e1-CV61.mzML
mzML output
GOGA8-e2-CV61.mzML
mzML output
GOGA8-e3-CV61.mzML
mzML output
GOGA8-h1-CV61.mzML
mzML output
GOGA8-h2-CV61.mzML
mzML output
GOGA8-h3-CV61.mzML
mzML output
Golga5-Hex-WC-1_NonDerNeg.mzML
mzML output
Golga5-Hex-WC-1_NonDerPos.mzML
mzML output
Golga5-Hex-WC-2_NonDerNeg.mzML
mzML output
Golga5-Hex-WC-2_NonDerPos.mzML
mzML output
Golga5-Hex-WC-3_NonDerNeg.mzML
mzML output
Golga5-Hex-WC-3_NonDerPos.mzML
mzML output
Golga5-Hex-WC-4_NonDerNeg.mzML
mzML output
Golga5-Hex-WC-4_NonDerPos.mzML
mzML output
Golga5-Hex-WC-5_NonDerNeg.mzML
mzML output
Golga5-Hex-WC-5_NonDerPos.mzML
mzML output
Golga5-MT-DerPos-1.mzML
mzML output
Golga5-MT-DerPos-2.mzML
mzML output
Golga5-MT-DerPos-3.mzML
mzML output
Golga5-MT-DerPos-4.mzML
mzML output
Golga5-MT-DerPos-5.mzML
mzML output
Golga5-MT-Faims-1.mzML
mzML output
Golga5-MT-Faims-2.mzML
mzML output
Golga5-MT-Faims-3.mzML
mzML output
Golga5-MT-Faims-4.mzML
mzML output
Golga5-MT-Faims-5.mzML
mzML output
Golga5-MT-NonDerNeg-1.mzML
mzML output
Golga5-MT-NonDerNeg-2.mzML
mzML output
Golga5-MT-NonDerNeg-3.mzML
mzML output
Golga5-MT-NonDerNeg-4.mzML
mzML output
Golga5-MT-NonDerNeg-5.mzML
mzML output
Golga5-MT-NonDerPos-1.mzML
mzML output
Golga5-MT-NonDerPos-2.mzML
mzML output
Golga5-MT-NonDerPos-3.mzML
mzML output
Golga5-MT-NonDerPos-4.mzML
mzML output
Golga5-MT-NonDerPos-5.mzML
mzML output
Golga5-Oct-WC-1_NonDerNeg.mzML
mzML output
Golga5-Oct-WC-1_NonDerPos.mzML
mzML output
Golga5-Oct-WC-2_NonDerNeg.mzML
mzML output
Golga5-Oct-WC-2_NonDerPos.mzML
mzML output
Golga5-Oct-WC-3_NonDerNeg.mzML
mzML output
Golga5-Oct-WC-3_NonDerPos.mzML
mzML output
Golga5-Oct-WC-4_NonDerNeg.mzML
mzML output
Golga5-Oct-WC-4_NonDerPos.mzML
mzML output
Golga5-Oct-WC-5_NonDerNeg.mzML
mzML output
Golga5-Oct-WC-5_NonDerPos.mzML
mzML output
Golga5-V-WC-1_NonDerNeg.mzML
mzML output
Golga5-V-WC-1_NonDerPos.mzML
mzML output
Golga5-V-WC-2_NonDerNeg.mzML
mzML output
Golga5-V-WC-2_NonDerPos.mzML
mzML output
Golga5-V-WC-3_NonDerNeg.mzML
mzML output
Golga5-V-WC-3_NonDerPos.mzML
mzML output
Golga5-V-WC-4_NonDerNeg.mzML
mzML output
Golga5-V-WC-4_NonDerPos.mzML
mzML output
Golga5-V-WC-5_NonDerNeg.mzML
mzML output
Golga5-V-WC-5_NonDerPos.mzML
mzML output
Golga5-WC-DerPos-1.mzML
mzML output
Golga5-WC-DerPos-2.mzML
mzML output
Golga5-WC-DerPos-3.mzML
mzML output
Golga5-WC-DerPos-4.mzML
mzML output
Golga5-WC-DerPos-5.mzML
mzML output
Golga5-WC-Faims-1.mzML
mzML output
Golga5-WC-Faims-2.mzML
mzML output
Golga5-WC-Faims-3.mzML
mzML output
Golga5-WC-Faims-4.mzML
mzML output
Golga5-WC-Faims-5.mzML
mzML output
Golga5-WC-NonDerNeg-1.mzML
mzML output
Golga5-WC-NonDerNeg-2.mzML
mzML output
Golga5-WC-NonDerNeg-3.mzML
mzML output
Golga5-WC-NonDerNeg-4.mzML
mzML output
Golga5-WC-NonDerNeg-5.mzML
mzML output
Golga5-WC-NonDerPos-1.mzML
mzML output
Golga5-WC-NonDerPos-2.mzML
mzML output
Golga5-WC-NonDerPos-3.mzML
mzML output
Golga5-WC-NonDerPos-4.mzML
mzML output
Golga5-WC-NonDerPos-5.mzML
mzML output
Golga5_e1_DerPos_5in40_method.mzML
mzML output
Golga5_e2_DerPos_5in40_method.mzML
mzML output
Golga5_e3_DerPos_5in40_method.mzML
mzML output
Golga5_h1_DerPos_5in40_method.mzML
mzML output
Golga5_h2_DerPos_5in40_method.mzML
mzML output
Golga5_h3_DerPos_5in40_method_20230710040701.mzML
mzML output
Golga8m-Hex-WC-1_NonDerNeg.mzML
mzML output
Golga8m-Hex-WC-1_NonDerPos.mzML
mzML output
Golga8m-Hex-WC-2_NonDerNeg.mzML
mzML output
Golga8m-Hex-WC-2_NonDerPos.mzML
mzML output
Golga8m-Hex-WC-3_NonDerNeg.mzML
mzML output
Golga8m-Hex-WC-3_NonDerPos.mzML
mzML output
Golga8m-Hex-WC-4_NonDerNeg.mzML
mzML output
Golga8m-Hex-WC-4_NonDerPos.mzML
mzML output
Golga8m-Hex-WC-5_NonDerNeg.mzML
mzML output
Golga8m-Hex-WC-5_NonDerPos.mzML
mzML output
Golga8m-MT-DerPos-1.mzML
mzML output
Golga8m-MT-DerPos-2.mzML
mzML output
Golga8m-MT-DerPos-3.mzML
mzML output
Golga8m-MT-DerPos-4.mzML
mzML output
Golga8m-MT-DerPos-5.mzML
mzML output
Golga8m-MT-Faims-1.mzML
mzML output
Golga8m-MT-Faims-2.mzML
mzML output
Golga8m-MT-Faims-3.mzML
mzML output
Golga8m-MT-Faims-4.mzML
mzML output
Golga8m-MT-Faims-5.mzML
mzML output
Golga8m-MT-NonDerNeg-1.mzML
mzML output
Golga8m-MT-NonDerNeg-2.mzML
mzML output
Golga8m-MT-NonDerNeg-3.mzML
mzML output
Golga8m-MT-NonDerNeg-4.mzML
mzML output
Golga8m-MT-NonDerNeg-5.mzML
mzML output
Golga8m-MT-NonDerPos-1.mzML
mzML output
Golga8m-MT-NonDerPos-2.mzML
mzML output
Golga8m-MT-NonDerPos-3.mzML
mzML output
Golga8m-MT-NonDerPos-4.mzML
mzML output
Golga8m-MT-NonDerPos-5.mzML
mzML output
Golga8m-Oct-WC-1_NonDerNeg.mzML
mzML output
Golga8m-Oct-WC-1_NonDerPos.mzML
mzML output
Golga8m-Oct-WC-2_NonDerNeg.mzML
mzML output
Golga8m-Oct-WC-2_NonDerPos.mzML
mzML output
Golga8m-Oct-WC-3_NonDerNeg.mzML
mzML output
Golga8m-Oct-WC-3_NonDerPos.mzML
mzML output
Golga8m-Oct-WC-4_NonDerNeg.mzML
mzML output
Golga8m-Oct-WC-4_NonDerPos.mzML
mzML output
Golga8m-Oct-WC-5_NonDerNeg.mzML
mzML output
Golga8m-Oct-WC-5_NonDerPos.mzML
mzML output
Golga8m-V-WC-1_NonDerNeg.mzML
mzML output
Golga8m-V-WC-1_NonDerPos.mzML
mzML output
Golga8m-V-WC-2_NonDerNeg.mzML
mzML output
Golga8m-V-WC-2_NonDerPos.mzML
mzML output
Golga8m-V-WC-3_NonDerNeg.mzML
mzML output
Golga8m-V-WC-3_NonDerPos.mzML
mzML output
Golga8m-V-WC-4_NonDerNeg.mzML
mzML output
Golga8m-V-WC-4_NonDerPos.mzML
mzML output
Golga8m-V-WC-5_NonDerNeg.mzML
mzML output
Golga8m-V-WC-5_NonDerPos.mzML
mzML output
Golga8m-WC-DerPos-1.mzML
mzML output
Golga8m-WC-DerPos-2.mzML
mzML output
Golga8m-WC-DerPos-3.mzML
mzML output
Golga8m-WC-DerPos-4.mzML
mzML output
Golga8m-WC-DerPos-5.mzML
mzML output
Golga8m-WC-Faims-1.mzML
mzML output
Golga8m-WC-Faims-2.mzML
mzML output
Golga8m-WC-Faims-3.mzML
mzML output
Golga8m-WC-Faims-4.mzML
mzML output
Golga8m-WC-Faims-5.mzML
mzML output
Golga8m-WC-NonDerNeg-1.mzML
mzML output
Golga8m-WC-NonDerNeg-2.mzML
mzML output
Golga8m-WC-NonDerNeg-3.mzML
mzML output
Golga8m-WC-NonDerNeg-4.mzML
mzML output
Golga8m-WC-NonDerNeg-5.mzML
mzML output
Golga8m-WC-NonDerPos-1.mzML
mzML output
Golga8m-WC-NonDerPos-2.mzML
mzML output
Golga8m-WC-NonDerPos-3.mzML
mzML output
Golga8m-WC-NonDerPos-4.mzML
mzML output
Golga8m-WC-NonDerPos-5.mzML
mzML output
Golga8m_e1_DerPos_5in40_method_20230710035354.mzML
mzML output
Golga8m_e2_DerPos_5in40_method_20230710041449.mzML
mzML output
Golga8m_e3_DerPos_5in40_method.mzML
mzML output
Golga8m_h1_DerPos_5in40_method_20230710043207.mzML
mzML output
Golga8m_h2_DerPos_5in40_method.mzML
mzML output
Golga8m_h3_DerPos_5in40_method.mzML
mzML output
LT01AB1T1-Sample__G5AE--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01AB2T1-Sample__G5AE--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01AB3T1-Sample__G5AE--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01AB4T1-Sample__G5AE--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01AB5T1-Sample__G5AE--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01BB1T1-Sample__G5AH--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01BB2T1-Sample__G5AH--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01BB3T1-Sample__G5AH--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01BB4T1-Sample__G5AH--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01BB5T1-Sample__G5AH--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01CB1T1-Sample__G5AO--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01CB2T1-Sample__G5AO--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01CB3T1-Sample__G5AO--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01CB4T1-Sample__G5AO--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01CB5T1-Sample__G5AO--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01DB1T1-Sample__G8ME--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01DB2T1-Sample__G8ME--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01DB3T1-Sample__G8ME--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01DB4T1-Sample__G8ME--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01DB5T1-Sample__G8ME--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01FB1T1-Sample__G8MO--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01FB2T1-Sample__G8MO--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01FB3T1-Sample__G8MO--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01FB4T1-Sample__G8MO--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01FB5T1-Sample__G8MO--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01GB1T1-Sample__P26E--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01GB2T1-Sample__P26E--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01GB3T1-Sample__P26E--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01GB4T1-Sample__P26E--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01GB5T1-Sample__P26E--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01HB1T1-Sample__P26H--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01HB2T1-Sample__P26H--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01HB3T1-Sample__P26H--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01HB4T1-Sample__P26H--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01HB5T1-Sample__P26H--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01IB1T1-Sample__P26O--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01IB2T1-Sample__P26O--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01IB3T1-Sample__P26O--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01IB4T1-Sample__P26O--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01IB5T1-Sample__P26O--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01JB1T1-Sample__Sec61E--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01JB2T1-Sample__Sec61E--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01JB3T1-Sample__Sec61E--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01JB4T1-Sample__Sec61E--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01JB5T1-Sample__Sec61E--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01KB1T1-Sample__Sec61H--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01KB2T1-Sample__Sec61H--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01KB3T1-Sample__Sec61H--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01KB4T1-Sample__Sec61H--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01KB5T1-Sample__Sec61H--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01LB1T1-Sample__Sec61O--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01LB2T1-Sample__Sec61O--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01LB3T1-Sample__Sec61O--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01LB4T1-Sample__Sec61O--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01LB5T1-Sample__Sec61O--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01MB1T1-Sample__Sec62E--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01MB2T1-Sample__Sec62E--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01MB3T1-Sample__Sec62E--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01MB4T1-Sample__Sec62E--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01MB5T1-Sample__Sec62E--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01NB1T1-Sample__Sec62H--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01NB2T1-Sample__Sec62H--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01NB3T1-Sample__Sec62H--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01NB4T1-Sample__Sec62H--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01NB5T1-Sample__Sec62H--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01OB1T1-Sample__Sec62O--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01OB2T1-Sample__Sec62O--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01OB3T1-Sample__Sec62O--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01OB4T1-Sample__Sec62O--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01OB5T1-Sample__Sec62O--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01PB1T1-Sample__WTE--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01PB2T1-Sample__WTE--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01PB3T1-Sample__WTE--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01PB4T1-Sample__WTE--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01PB5T1-Sample__WTE--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01QB1T1-Sample__WTH--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01QB2T1-Sample__WTH--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01QB3T1-Sample__WTH--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01QB4T1-Sample__WTH--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01QB5T1-Sample__WTH--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01RB1T1-Sample__WTO--B1_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01RB2T1-Sample__WTO--B2_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01RB3T1-Sample__WTO--B3_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01RB4T1-Sample__WTO--B4_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
LT01RB5T1-Sample__WTO--B5_8X_MS_LP_230220_FAIMS_Neg_1.mzML
mzML output
PEX_E1_DerPos_5in40_method.mzML
mzML output
PEX_E2_DerPos_5in40_method.mzML
mzML output
PEX_E3_DerPos_5in40_method.mzML
mzML output
PEX_H1_DerPos_5in40_method.mzML
mzML output
PEX_H2_DerPos_5in40_method.mzML
mzML output
PEX_H3_DerPos_5in40_method.mzML
mzML output
Pex26-E1-CV61.mzML
mzML output
Pex26-E2-CV61.mzML
mzML output
Pex26-E3-CV61.mzML
mzML output
Pex26-H1-CV61.mzML
mzML output
Pex26-H2-CV61.mzML
mzML output
Pex26-H3-CV61.mzML
mzML output
Pex26-Hex-WC-1_NonDerNeg.mzML
mzML output
Pex26-Hex-WC-1_NonDerPos.mzML
mzML output
Pex26-Hex-WC-2_NonDerNeg.mzML
mzML output
Pex26-Hex-WC-2_NonDerPos.mzML
mzML output
Pex26-Hex-WC-3_NonDerNeg.mzML
mzML output
Pex26-Hex-WC-3_NonDerPos.mzML
mzML output
Pex26-Hex-WC-4_NonDerNeg.mzML
mzML output
Pex26-Hex-WC-4_NonDerPos.mzML
mzML output
Pex26-Hex-WC-5_NonDerNeg.mzML
mzML output
Pex26-Hex-WC-5_NonDerPos.mzML
mzML output
Pex26-MT-DerPos-1.mzML
mzML output
Pex26-MT-DerPos-2.mzML
mzML output
Pex26-MT-DerPos-3.mzML
mzML output
Pex26-MT-DerPos-4.mzML
mzML output
Pex26-MT-DerPos-5.mzML
mzML output
Pex26-MT-Faims-1.mzML
mzML output
Pex26-MT-Faims-2.mzML
mzML output
Pex26-MT-Faims-3.mzML
mzML output
Pex26-MT-Faims-4.mzML
mzML output
Pex26-MT-Faims-5.mzML
mzML output
Pex26-MT-NonDerNeg-1.mzML
mzML output
Pex26-MT-NonDerNeg-2.mzML
mzML output
Pex26-MT-NonDerNeg-3.mzML
mzML output
Pex26-MT-NonDerNeg-4.mzML
mzML output
Pex26-MT-NonDerNeg-5.mzML
mzML output
Pex26-MT-NonDerPos-1.mzML
mzML output
Pex26-MT-NonDerPos-2.mzML
mzML output
Pex26-MT-NonDerPos-3.mzML
mzML output
Pex26-MT-NonDerPos-4.mzML
mzML output
Pex26-MT-NonDerPos-5.mzML
mzML output
Pex26-Oct-WC-1_NonDerNeg.mzML
mzML output
Pex26-Oct-WC-1_NonDerPos.mzML
mzML output
Pex26-Oct-WC-2_NonDerNeg.mzML
mzML output
Pex26-Oct-WC-2_NonDerPos.mzML
mzML output
Pex26-Oct-WC-3_NonDerNeg.mzML
mzML output
Pex26-Oct-WC-3_NonDerPos.mzML
mzML output
Pex26-Oct-WC-4_NonDerNeg.mzML
mzML output
Pex26-Oct-WC-4_NonDerPos.mzML
mzML output
Pex26-Oct-WC-5_NonDerNeg.mzML
mzML output
Pex26-Oct-WC-5_NonDerPos.mzML
mzML output
Pex26-V-WC-1_NonDerNeg.mzML
mzML output
Pex26-V-WC-1_NonDerPos.mzML
mzML output
Pex26-V-WC-2_NonDerNeg.mzML
mzML output
Pex26-V-WC-2_NonDerPos.mzML
mzML output
Pex26-V-WC-3_NonDerNeg.mzML
mzML output
Pex26-V-WC-3_NonDerPos.mzML
mzML output
Pex26-V-WC-4_NonDerNeg.mzML
mzML output
Pex26-V-WC-4_NonDerPos.mzML
mzML output
Pex26-V-WC-5_NonDerNeg.mzML
mzML output
Pex26-V-WC-5_NonDerPos.mzML
mzML output
Pex26-WC-DerPos-1.mzML
mzML output
Pex26-WC-DerPos-2.mzML
mzML output
Pex26-WC-DerPos-3.mzML
mzML output
Pex26-WC-DerPos-4.mzML
mzML output
Pex26-WC-DerPos-5.mzML
mzML output
Pex26-WC-Faims-1.mzML
mzML output
Pex26-WC-Faims-2.mzML
mzML output
Pex26-WC-Faims-3.mzML
mzML output
Pex26-WC-Faims-4.mzML
mzML output
Pex26-WC-Faims-5.mzML
mzML output
Pex26-WC-NonDerNeg-1.mzML
mzML output
Pex26-WC-NonDerNeg-2.mzML
mzML output
Pex26-WC-NonDerNeg-3.mzML
mzML output
Pex26-WC-NonDerNeg-4.mzML
mzML output
Pex26-WC-NonDerNeg-5.mzML
mzML output
Pex26-WC-NonDerPos-1.mzML
mzML output
Pex26-WC-NonDerPos-2.mzML
mzML output
Pex26-WC-NonDerPos-3.mzML
mzML output
Pex26-WC-NonDerPos-4.mzML
mzML output
Pex26-WC-NonDerPos-5.mzML
mzML output
SEC61-E1-CV61.mzML
mzML output
SEC61-E2-CV61.mzML
mzML output
SEC61-E3-CV61.mzML
mzML output
SEC61-H1-CV61.mzML
mzML output
SEC61-H2-CV61.mzML
mzML output
SEC61-H3-CV61.mzML
mzML output
SEC61_E1_DerPos_5in40_method.mzML
mzML output
SEC61_E2_DerPos_5in40_method.mzML
mzML output
SEC61_E3_DerPos_5in40_method.mzML
mzML output
SEC61_H1_DerPos_5in40_method.mzML
mzML output
SEC61_H2_DerPos_5in40_method.mzML
mzML output
SEC61_H3_DerPos_5in40_method.mzML
mzML output
SEC62-E1-CV61.mzML
mzML output
SEC62-E2-CV61.mzML
mzML output
SEC62-E3-CV61_20230704044254.mzML
mzML output
SEC62-H1-CV61.mzML
mzML output
SEC62-H2-CV61.mzML
mzML output
SEC62-h3-CV61_20230704044638.mzML
mzML output
SEC62_E1_DerPos_5in40_method.mzML
mzML output
SEC62_E2_DerPos_5in40_method.mzML
mzML output
SEC62_E3_DerPos_5in40_method.mzML
mzML output
SEC62_H1_DerPos_5in40_method.mzML
mzML output
SEC62_H2_DerPos_5in40_method.mzML
mzML output
SEC62_H3_DerPos_5in40_method.mzML
mzML output
Sec61a2-Hex-WC-1_NonDerNeg.mzML
mzML output
Sec61a2-Hex-WC-1_NonDerPos.mzML
mzML output
Sec61a2-Hex-WC-2_NonDerNeg.mzML
mzML output
Sec61a2-Hex-WC-2_NonDerPos.mzML
mzML output
Sec61a2-Hex-WC-3_NonDerNeg.mzML
mzML output
Sec61a2-Hex-WC-3_NonDerPos.mzML
mzML output
Sec61a2-Hex-WC-4_NonDerNeg.mzML
mzML output
Sec61a2-Hex-WC-4_NonDerPos.mzML
mzML output
Sec61a2-Hex-WC-5_NonDerNeg.mzML
mzML output
Sec61a2-Hex-WC-5_NonDerPos.mzML
mzML output
Sec61a2-MT-DerPos-1.mzML
mzML output
Sec61a2-MT-DerPos-2.mzML
mzML output
Sec61a2-MT-DerPos-3.mzML
mzML output
Sec61a2-MT-DerPos-4.mzML
mzML output
Sec61a2-MT-DerPos-5.mzML
mzML output
Sec61a2-MT-Faims-1.mzML
mzML output
Sec61a2-MT-Faims-2.mzML
mzML output
Sec61a2-MT-Faims-3.mzML
mzML output
Sec61a2-MT-Faims-4.mzML
mzML output
Sec61a2-MT-Faims-5.mzML
mzML output
Sec61a2-MT-NonDerNeg-1.mzML
mzML output
Sec61a2-MT-NonDerNeg-2.mzML
mzML output
Sec61a2-MT-NonDerNeg-3.mzML
mzML output
Sec61a2-MT-NonDerNeg-4.mzML
mzML output
Sec61a2-MT-NonDerNeg-5.mzML
mzML output
Sec61a2-MT-NonDerPos-1.mzML
mzML output
Sec61a2-MT-NonDerPos-2.mzML
mzML output
Sec61a2-MT-NonDerPos-3.mzML
mzML output
Sec61a2-MT-NonDerPos-4.mzML
mzML output
Sec61a2-MT-NonDerPos-5.mzML
mzML output
Sec61a2-Oct-WC-1_NonDerNeg.mzML
mzML output
Sec61a2-Oct-WC-1_NonDerPos.mzML
mzML output
Sec61a2-Oct-WC-2_NonDerNeg.mzML
mzML output
Sec61a2-Oct-WC-2_NonDerPos.mzML
mzML output
Sec61a2-Oct-WC-3_NonDerNeg.mzML
mzML output
Sec61a2-Oct-WC-3_NonDerPos.mzML
mzML output
Sec61a2-Oct-WC-4_NonDerNeg.mzML
mzML output
Sec61a2-Oct-WC-4_NonDerPos.mzML
mzML output
Sec61a2-Oct-WC-5_NonDerNeg.mzML
mzML output
Sec61a2-Oct-WC-5_NonDerPos.mzML
mzML output
Sec61a2-V-WC-1_NonDerNeg.mzML
mzML output
Sec61a2-V-WC-1_NonDerPos.mzML
mzML output
Sec61a2-V-WC-2_NonDerNeg.mzML
mzML output
Sec61a2-V-WC-2_NonDerPos.mzML
mzML output
Sec61a2-V-WC-3_NonDerNeg.mzML
mzML output
Sec61a2-V-WC-3_NonDerPos.mzML
mzML output
Sec61a2-V-WC-4_NonDerNeg.mzML
mzML output
Sec61a2-V-WC-4_NonDerPos.mzML
mzML output
Sec61a2-V-WC-5_NonDerNeg.mzML
mzML output
Sec61a2-V-WC-5_NonDerPos.mzML
mzML output
Sec61a2-WC-DerPos-1.mzML
mzML output
Sec61a2-WC-DerPos-2.mzML
mzML output
Sec61a2-WC-DerPos-3.mzML
mzML output
Sec61a2-WC-DerPos-4.mzML
mzML output
Sec61a2-WC-DerPos-5.mzML
mzML output
Sec61a2-WC-Faims-1.mzML
mzML output
Sec61a2-WC-Faims-2.mzML
mzML output
Sec61a2-WC-Faims-3.mzML
mzML output
Sec61a2-WC-Faims-4.mzML
mzML output
Sec61a2-WC-Faims-5.mzML
mzML output
Sec61a2-WC-NonDerNeg-1.mzML
mzML output
Sec61a2-WC-NonDerNeg-2.mzML
mzML output
Sec61a2-WC-NonDerNeg-3.mzML
mzML output
Sec61a2-WC-NonDerNeg-4.mzML
mzML output
Sec61a2-WC-NonDerNeg-5.mzML
mzML output
Sec61a2-WC-NonDerPos-1.mzML
mzML output
Sec61a2-WC-NonDerPos-2.mzML
mzML output
Sec61a2-WC-NonDerPos-3.mzML
mzML output
Sec61a2-WC-NonDerPos-4.mzML
mzML output
Sec61a2-WC-NonDerPos-5.mzML
mzML output
Sec62-Hex-WC-1_NonDerNeg.mzML
mzML output
Sec62-Hex-WC-1_NonDerPos.mzML
mzML output
Sec62-Hex-WC-2_NonDerNeg.mzML
mzML output
Sec62-Hex-WC-2_NonDerPos.mzML
mzML output
Sec62-Hex-WC-3_NonDerNeg.mzML
mzML output
Sec62-Hex-WC-3_NonDerPos.mzML
mzML output
Sec62-Hex-WC-4_NonDerNeg.mzML
mzML output
Sec62-Hex-WC-4_NonDerPos.mzML
mzML output
Sec62-Hex-WC-5_NonDerNeg.mzML
mzML output
Sec62-Hex-WC-5_NonDerPos.mzML
mzML output
Sec62-MT-DerPos-1.mzML
mzML output
Sec62-MT-DerPos-2.mzML
mzML output
Sec62-MT-DerPos-3.mzML
mzML output
Sec62-MT-DerPos-4.mzML
mzML output
Sec62-MT-DerPos-5.mzML
mzML output
Sec62-MT-Faims-1.mzML
mzML output
Sec62-MT-Faims-2.mzML
mzML output
Sec62-MT-Faims-3.mzML
mzML output
Sec62-MT-Faims-4.mzML
mzML output
Sec62-MT-Faims-5.mzML
mzML output
Sec62-MT-NonDerNeg-1.mzML
mzML output
Sec62-MT-NonDerNeg-2.mzML
mzML output
Sec62-MT-NonDerNeg-3.mzML
mzML output
Sec62-MT-NonDerNeg-4.mzML
mzML output
Sec62-MT-NonDerNeg-5.mzML
mzML output
Sec62-MT-NonDerPos-1.mzML
mzML output
Sec62-MT-NonDerPos-2.mzML
mzML output
Sec62-MT-NonDerPos-3.mzML
mzML output
Sec62-MT-NonDerPos-4.mzML
mzML output
Sec62-MT-NonDerPos-5.mzML
mzML output
Sec62-Oct-WC-1_NonDerNeg.mzML
mzML output
Sec62-Oct-WC-1_NonDerPos.mzML
mzML output
Sec62-Oct-WC-2_NonDerNeg.mzML
mzML output
Sec62-Oct-WC-2_NonDerPos.mzML
mzML output
Sec62-Oct-WC-3_NonDerNeg.mzML
mzML output
Sec62-Oct-WC-3_NonDerPos.mzML
mzML output
Sec62-Oct-WC-4_NonDerNeg.mzML
mzML output
Sec62-Oct-WC-4_NonDerPos.mzML
mzML output
Sec62-Oct-WC-5_NonDerNeg.mzML
mzML output
Sec62-Oct-WC-5_NonDerPos.mzML
mzML output
Sec62-V-WC-1_NonDerNeg.mzML
mzML output
Sec62-V-WC-1_NonDerPos.mzML
mzML output
Sec62-V-WC-2_NonDerNeg.mzML
mzML output
Sec62-V-WC-2_NonDerPos.mzML
mzML output
Sec62-V-WC-3_NonDerNeg.mzML
mzML output
Sec62-V-WC-3_NonDerPos.mzML
mzML output
Sec62-V-WC-4_NonDerNeg.mzML
mzML output
Sec62-V-WC-4_NonDerPos.mzML
mzML output
Sec62-V-WC-5_NonDerNeg.mzML
mzML output
Sec62-V-WC-5_NonDerPos.mzML
mzML output
Sec62-WC-DerPos-1.mzML
mzML output
Sec62-WC-DerPos-2.mzML
mzML output
Sec62-WC-DerPos-3.mzML
mzML output
Sec62-WC-DerPos-4.mzML
mzML output
Sec62-WC-DerPos-5.mzML
mzML output
Sec62-WC-Faims-1.mzML
mzML output
Sec62-WC-Faims-2.mzML
mzML output
Sec62-WC-Faims-3.mzML
mzML output
Sec62-WC-Faims-4.mzML
mzML output
Sec62-WC-Faims-5.mzML
mzML output
Sec62-WC-NonDerNeg-1.mzML
mzML output
Sec62-WC-NonDerNeg-2.mzML
mzML output
Sec62-WC-NonDerNeg-3.mzML
mzML output
Sec62-WC-NonDerNeg-4.mzML
mzML output
Sec62-WC-NonDerNeg-5.mzML
mzML output
Sec62-WC-NonDerPos-1.mzML
mzML output
Sec62-WC-NonDerPos-2.mzML
mzML output
Sec62-WC-NonDerPos-3.mzML
mzML output
Sec62-WC-NonDerPos-4.mzML
mzML output
Sec62-WC-NonDerPos-5.mzML
mzML output
WT-E1-CV61.mzML
mzML output
WT-E2-CV61.mzML
mzML output
WT-E3-CV61.mzML
mzML output
WT-H1-CV61.mzML
mzML output
WT-H2-CV61.mzML
mzML output
WT-H3-CV61.mzML
mzML output
WT-Hex-WC-1_NonDerNeg.mzML
mzML output
WT-Hex-WC-1_NonDerPos.mzML
mzML output
WT-Hex-WC-2_NonDerNeg.mzML
mzML output
WT-Hex-WC-2_NonDerPos.mzML
mzML output
WT-Hex-WC-3_NonDerNeg.mzML
mzML output
WT-Hex-WC-3_NonDerPos.mzML
mzML output
WT-Hex-WC-4_NonDerNeg.mzML
mzML output
WT-Hex-WC-4_NonDerPos.mzML
mzML output
WT-Hex-WC-5_NonDerNeg.mzML
mzML output
WT-Hex-WC-5_NonDerPos.mzML
mzML output
WT-MT-DerPos-1.mzML
mzML output
WT-MT-DerPos-2.mzML
mzML output
WT-MT-DerPos-3.mzML
mzML output
WT-MT-DerPos-4.mzML
mzML output
WT-MT-DerPos-5.mzML
mzML output
WT-MT-Faims-1.mzML
mzML output
WT-MT-Faims-2.mzML
mzML output
WT-MT-Faims-3.mzML
mzML output
WT-MT-Faims-4.mzML
mzML output
WT-MT-Faims-5.mzML
mzML output
WT-MT-NonDerNeg-1.mzML
mzML output
WT-MT-NonDerNeg-2.mzML
mzML output
WT-MT-NonDerNeg-3.mzML
mzML output
WT-MT-NonDerNeg-4.mzML
mzML output
WT-MT-NonDerNeg-5.mzML
mzML output
WT-MT-NonDerPos-1.mzML
mzML output
WT-MT-NonDerPos-2.mzML
mzML output
WT-MT-NonDerPos-3.mzML
mzML output
WT-MT-NonDerPos-4.mzML
mzML output
WT-MT-NonDerPos-5.mzML
mzML output
WT-Oct-WC-1_NonDerNeg.mzML
mzML output
WT-Oct-WC-1_NonDerPos.mzML
mzML output
WT-Oct-WC-2_NonDerNeg.mzML
mzML output
WT-Oct-WC-2_NonDerPos.mzML
mzML output
WT-Oct-WC-3_NonDerNeg.mzML
mzML output
WT-Oct-WC-3_NonDerPos.mzML
mzML output
WT-Oct-WC-4_NonDerNeg.mzML
mzML output
WT-Oct-WC-4_NonDerPos.mzML
mzML output
WT-Oct-WC-5_NonDerNeg.mzML
mzML output
WT-Oct-WC-5_NonDerPos.mzML
mzML output
WT-V-WC-1_NonDerNeg.mzML
mzML output
WT-V-WC-1_NonDerPos.mzML
mzML output
WT-V-WC-2_NonDerNeg.mzML
mzML output
WT-V-WC-2_NonDerPos.mzML
mzML output
WT-V-WC-3_NonDerNeg.mzML
mzML output
WT-V-WC-3_NonDerPos.mzML
mzML output
WT-V-WC-4_NonDerNeg.mzML
mzML output
WT-V-WC-4_NonDerPos.mzML
mzML output
WT-V-WC-5_NonDerNeg.mzML
mzML output
WT-V-WC-5_NonDerPos.mzML
mzML output
WT-WC-DerPos-1.mzML
mzML output
WT-WC-DerPos-2.mzML
mzML output
WT-WC-DerPos-3.mzML
mzML output
WT-WC-DerPos-4.mzML
mzML output
WT-WC-DerPos-5.mzML
mzML output
WT-WC-Faims-1.mzML
mzML output
WT-WC-Faims-2.mzML
mzML output
WT-WC-Faims-3.mzML
mzML output
WT-WC-Faims-4.mzML
mzML output
WT-WC-Faims-5.mzML
mzML output
WT-WC-NonDerNeg-1.mzML
mzML output
WT-WC-NonDerNeg-2.mzML
mzML output
WT-WC-NonDerNeg-3.mzML
mzML output
WT-WC-NonDerNeg-4.mzML
mzML output
WT-WC-NonDerNeg-5.mzML
mzML output
WT-WC-NonDerPos-1.mzML
mzML output
WT-WC-NonDerPos-2.mzML
mzML output
WT-WC-NonDerPos-3.mzML
mzML output
WT-WC-NonDerPos-4.mzML
mzML output
WT-WC-NonDerPos-5.mzML
mzML output
WT_E1_DerPos_5in40_method.mzML
mzML output
WT_E2_DerPos_5in40_method.mzML
mzML output
WT_E3_DerPos_5in40_method.mzML
mzML output
WT_h1_DerPos_5in40_method.mzML
mzML output
WT_h2_DerPos_5in40_method.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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mzML output
WT_h3_DerPos_5in40_method.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 739 rows!
Extracted information for 739 samples.
Processing  ST002423
No raw data detected. Ignoring ST002423
Processing  ST001837
Initiating REDU-table generation for AN002979
Rest length is 143
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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KIT3-0-5504_1024035881_68_0_1_1_00_1024032991.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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 46%|████▌     | 1441/3150 [1:53:40<44:11,  1.55s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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KIT3-0-5504_1024035881_90_0_1_1_00_1024038957.wiff
Hexose_all
KIT3-0-5504_1024035881_91_0_1_1_00_1024032933.wiff
Hexose_all
KIT3-0-5504_1024035881_92_0_1_1_00_1024033017.wiff
Hexose_all
KIT3-0-5504_1024035881_93_0_1_1_00_1024033093.wiff
Hexose_all
KIT3-0-5504_1024035881_94_0_1_1_00_1024035839.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 143 rows!
Extracted information for 143 samples.
Processing  ST001257
No raw data detected. Ignoring ST001257
Processing  ST000585
No raw data detected. Ignoring ST000585
Processing  ST000929
No raw data detected. Ignoring ST000929
Processing  ST002373
No raw data detected. Ignoring ST002373
Processing  ST000761
No raw data detected. Ignoring ST000761
Processing  ST002927
Initiating REDU-table generation for AN004800
Rest length is 21
raw file key found.
Initiating REDU-table generation for AN004801
Rest length is 21
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
2023-06-01 17:16:24 .R..A       585728       124475  raw_files
Ye20230601CYLmetaPOS
01C1.wiff
2023-06-01 17:50:52 .R..A       585728       128040  raw_files
Ye20230601CYLmetaPOS
02C2.wiff
2023-06-01 18:25:20 .R..A       585728       128054  raw_files
Ye20230601CYLmetaPOS
03C3.wiff
2023-06-01 18:59:48 .R..A       585728       123971  raw_files
Ye20230601CYLmetaPOS
04C4.wiff
2023-06-01 19:34:16 .R..A       585728       123953  raw_files
Ye20230601CYLmetaPOS
05C5.wiff
2023-06-01 20:08:42 .R..A       585728       123659  raw_files
Ye20230601CYLmetaPOS
06C6.wiff
2023-06-01 20:43:10 .R..A       585728       123776  raw_files
Ye20230601CYLmetaPOS
07C7.wiff
2023-06-01 21:17:38 .R..A       585728       128034  raw_files
Ye20230601CYLmetaPOS
08C8.wiff
2023-06-01 21:52:06 .R..A       585728       124622  raw_files
Ye20230601CYLmetaPOS
09C9.wiff
2023-06-01 23:01:02 .R..A       585728       124223  raw_files
Ye20230601CYLmetaPOS
10C10.wiff
2023-06-01 23:35:28 .R..A       585728       127337  raw_files
Ye20230601CYLmetaPOS
11C11.wiff
2023-06-02 00:09:56 .R..A       585728       127224  raw_files
Ye20230601CYLmetaPOS
12C12.wiff
2023-06-02 00:44:24 .R..A       585728       123610  raw_files
Ye20230601CYLmetaPOS
13C13.wiff
2023-06-02 01:18:52 .R..A       585728       120544  raw_files
Ye20230601CYLmetaPOS
14C14.wiff
2023-06-02 01:53:20 .R..A       585728       123549  raw_files
Ye20230601CYLmetaPOS
15C15.wiff
2023-06-02 02:27:48 .R..A       585728       126162  raw_files
Ye20230601CYLmetaPOS
16C16.wiff
2023-06-02 03:02:14 .R..A       585728       123921  raw_files
Ye20230601CYLmetaPOS
17C17.wiff
2023-06-02 03:36:42 .R..A       585728       123263  raw_files
Ye20230601CYLmetaPOS
18C18.wiff
2023-06-02 04:11:10 .R..A      2269184       515483  raw_files
Ye20230601CYLmetaPOS
00QC.wiff
2023-06-02 07:03:28 .R..A       569344       125226  raw_files
Ye20230601CYLmetaNEG
01C1.wiff
2023-06-02 07:37:56 .R..A       569344       120469  raw_files
Ye20230601CYLmetaNEG
02C2.wiff
2023-06-02 08:12:24 .R..A       569344       120326  raw_files
Ye20230601CYLmetaNEG
03C3.wiff
2023-06-02 08:46:52 .R..A       569344       118682  raw_files
Ye20230601CYLmetaNEG
04C4.wiff
2023-06-02 09:21:20 .R..A       569344       120993  raw_files
Ye20230601CYLmetaNEG
05C5.wiff
2023-06-02 09:55:46 .R..A       569344       123058  raw_files
Ye20230601CYLmetaNEG
06C6.wiff
2023-06-02 10:30:14 .R..A       569344       120024  raw_files
Ye20230601CYLmetaNEG
07C7.wiff
2023-06-02 11:04:42 .R..A       569344       120487  raw_files
Ye20230601CYLmetaNEG
08C8.wiff
2023-06-02 11:39:10 .R..A       569344       119832  raw_files
Ye20230601CYLmetaNEG
09C9.wiff
2023-06-02 12:48:06 .R..A       569344       122727  raw_files
Ye20230601CYLmetaNEG
10C10.wiff
2023-06-02 13:22:32 .R..A       569344       116731  raw_files
Ye20230601CYLmetaNEG
11C11.wiff
2023-06-02 13:57:00 .R..A       569344       122562  raw_files
Ye20230601CYLmetaNEG
12C12.wiff
2023-06-02 14:31:26 .R..A       569344       118575  raw_files
Ye20230601CYLmetaNEG
13C13.wiff
2023-06-02 15:05:52 .R..A       569344       118635  raw_files
Ye20230601CYLmetaNEG
14C14.wiff
2023-06-02 15:40:20 .R..A       569344       115999  raw_files
Ye20230601CYLmetaNEG
15C15.wiff
2023-06-02 16:14:48 .R..A       569344       123570  raw_files
Ye20230601CYLmetaNEG
16C16.wiff
2023-06-02 16:49:14 .R..A       569344       117706  raw_files
Ye20230601CYLmetaNEG
17C17.wiff
2023-06-02 17:23:40 .R..A       569344       114238  raw_files
Ye20230601CYLmetaNEG
18C18.wiff
2023-06-02 17:58:08 .R..A      1576960       359833  raw_files
Ye20230601CYLmetaNEG
00QC.wiff
raw_files
Ye20230601CYLmetaNEG
01C1.mzML
raw_files
Ye20230601CYLmetaNEG
02C2.mzML
raw_files
Ye20230601CYLmetaNEG
03C3.mzML
raw_files
Ye20230601CYLmetaNEG
04C4.mzML
raw_files
Ye20230601CYLmetaNEG
05C5.mzML
raw_files
Ye20230601CYLmetaNEG
06C6.mzML
raw_files
Ye20230601CYLmetaNEG
07C7.mzML
raw_files
Ye20230601CYLmetaNEG
08C8.mzML
raw_files
Ye20230601CYLmetaNEG
09C9.mzML
raw_files
Ye20230601CYLmetaNEG
10C10.mzML
raw_files
Ye20230601CYLmetaNEG
11C11.mzML
raw_files
Ye20230601CYLmetaNEG
12C12.mzML
raw_files
Ye20230601CYLmetaNEG
13C13.mzML
raw_files
Ye20230601CYLmetaNEG
14C14.mzML
raw_files
Ye20230601CYLmetaNEG
15C15.mzML
raw_files
Ye20230601CYLmetaNEG
16C16.mzML
raw_files
Ye20230601CYLmetaNEG
17C17.mzML
raw_files
Ye20230601CYLmetaNEG
18C18.mzML
raw_files
Ye20230601CYLmetaPOS
00QC.mzML
raw_files
Ye20230601CYLmetaPOS
01C1.mzML
raw_files
Ye20230601CYLmetaPOS
02C2.mzML
raw_files
Ye20230601CYLmetaPOS
03C3.mzML
raw_files
Ye20230601CYLmetaPOS
04C4.mzML
raw_files
Ye20230601CYLmetaPOS
05C5.mzML
raw_files
Ye20230601CYLmetaPOS
06C6.mzML
raw_files
Ye20230601CYLmetaPOS
07C7.mzML
raw_files
Ye20230601CYLmetaPOS
08C8.mzML
raw_files
Ye20230601CYLmetaPOS
09C9.mzML
raw_files
Ye20230601CYLmetaPOS
10C10.mzML
raw_files
Ye20230601CYLmetaPOS
11C11.mzML
raw_files
Ye20230601CYLmetaPOS
12C12.mzML
raw_files
Ye20230601CYLmetaPOS
13C13.mzML
raw_files
Ye20230601CYLmetaPOS
14C14.mzML
raw_files
Ye20230601CYLmetaPOS
15C15.mzML
raw_files
Ye20230601CYLmetaPOS
16C16.mzML
raw_files
Ye20230601CYLmetaPOS
17C17.mzML
raw_files
Ye20230601CYLmetaPOS
18C18.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 75 rows!
Extracted information for 75 samples.
Processing  ST003161
Initiating REDU-table generation for AN005186
Rest length is 37
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SOURCE_Israel_Stool_2022_mzml
001_FC_S002_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
002_FC_S004_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
003_FC_S006_SOURCE_Male_Control.mzML
SOURCE_Israel_Stool_2022_mzml
004_FC_S007_SOURCE_Female_CD.mzML
SOURCE_Israel_Stool_2022_mzml
005_FC_S011_SOURCE_Female_CD.mzML
SOURCE_Israel_Stool_2022_mzml
006_FC_S012_SOURCE_Male_Control.mzML
SOURCE_Israel_Stool_2022_mzml
007_FC_S014_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
008_FC_S015_SOURCE_Male_Control.mzML
SOURCE_Israel_Stool_2022_mzml
009_FC_S016_SOURCE_Female_CD.mzML
SOURCE_Israel_Stool_2022_mzml
010_FC_S018_SOURCE_Female_Control.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1446/3150 [1:53:46<38:45,  1.36s/it]
SOURCE_Israel_Stool_2022_mzml
011_FC_S020_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
012_FC_S022_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
013_FC_S024_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
014_FC_S025_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
015_FC_S026_SOURCE_Male_Control.mzML
SOURCE_Israel_Stool_2022_mzml
016_FC_S028_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
017_FC_S030_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
018_FC_S031_SOURCE_Male_Control.mzML
SOURCE_Israel_Stool_2022_mzml
019_FC_S032_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
020_FC_S033_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
021_FC_S035_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
022_FC_S036_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
023_FC_S040_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
024_FC_S041_SOURCE_Male_Control.mzML
SOURCE_Israel_Stool_2022_mzml
025_FC_S042_SOURCE_Female_CD.mzML
SOURCE_Israel_Stool_2022_mzml
026_FC_S044_SOURCE_Male_Control.mzML
SOURCE_Israel_Stool_2022_mzml
027_FC_S045_SOURCE_Female_CD.mzML
SOURCE_Israel_Stool_2022_mzml
028_FC_S047_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
029_FC_S050_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
030_FC_S051_SOURCE_Male_Control.mzML
SOURCE_Israel_Stool_2022_mzml
031_FC_S052_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
032_FC_S056_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
033_FC_S057_SOURCE_Male_Control.mzML
SOURCE_Israel_Stool_2022_mzml
034_FC_S060_SOURCE_Male_CD.mzML
SOURCE_Israel_Stool_2022_mzml
035_FC_S061_SOURCE_Female_Control.mzML
SOURCE_Israel_Stool_2022_mzml
036_FC_S062_SOURCE_Control.mzML
SOURCE_Israel_Stool_2022_mzml
037_FC_S063_SOURCE_Female_CD.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 37 rows!
Extracted information for 37 samples.
Processing  ST001258
Initiating REDU-table generation for AN002087
Rest length is 17
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/23 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 23/23 [00:00<00:00, 575.00it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002088
Rest length is 17
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/23 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 23/23 [00:00<00:00, 568.41it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1447/3150 [1:53:49<46:52,  1.65s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Hydrophobic
S00869.raw
Hydrophobic
S00870.raw
Hydrophobic
S00871.raw
Hydrophobic
S00872.raw
Hydrophobic
S00873.raw
Hydrophobic
S00874.raw
Hydrophobic
S00875.raw
Hydrophobic
S00876.raw
Hydrophobic
S00877.raw
Hydrophobic
S00878.raw
Hydrophobic
S00879.raw
Hydrophobic
S00880.raw
Hydrophobic
SQ93_B_1.raw
Hydrophobic
SQ93_B_2.raw
Hydrophobic
SQ93_B_3.raw
Hydrophobic
SQ93_B_4.raw
Hydrophobic
SQ93_B_5.raw
Hydrophobic
SQ93_B_6.raw
Hydrophobic
SQ93_B_7.raw
Hydrophobic
SQ93_QC_1.raw
Hydrophobic
SQ93_QC_2.raw
Hydrophobic
SQ93_QC_3.raw
Polar
S04866.raw
Polar
S04867.raw
Polar
S04868.raw
Polar
S04869.raw
Polar
S04870.raw
Polar
S04871.raw
Polar
S04872.raw
Polar
S04873.raw
Polar
S04874.raw
Polar
S04875.raw
Polar
S04876.raw
Polar
S04877.raw
Polar
SQ336_B_0.raw
Polar
SQ336_B_1.raw
Polar
SQ336_B_2.raw
Polar
SQ336_B_3.raw
Polar
SQ336_B_4.raw
Polar
SQ336_B_5.raw
Polar
SQ336_ISTD_0.raw
Polar
SQ336_ISTD_1.raw
Polar
SQ336_ISTD_2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 43 rows!
Extracted information for 43 samples.
Processing  ST002996
Initiating REDU-table generation for AN004921
Rest length is 230
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lung cancer-LIPID-POS
138.raw
Lung cancer-LIPID-POS
139.raw
Lung cancer-LIPID-POS
140.raw
Lung cancer-LIPID-POS
143.raw
Lung cancer-LIPID-POS
144.raw
Lung cancer-LIPID-POS
145.raw
Lung cancer-LIPID-POS
146.raw
Lung cancer-LIPID-POS
147.raw
Lung cancer-LIPID-POS
148.raw
Lung cancer-LIPID-POS
149.raw
Lung cancer-LIPID-POS
150.raw
Lung cancer-LIPID-POS
151.raw
Lung cancer-LIPID-POS
152.raw
Lung cancer-LIPID-POS
153.raw
Lung cancer-LIPID-POS
154.raw
Lung cancer-LIPID-POS
155.raw
Lung cancer-LIPID-POS
156.raw
Lung cancer-LIPID-POS
157.raw
Lung cancer-LIPID-POS
158.raw
Lung cancer-LIPID-POS
159.raw
Lung cancer-LIPID-POS
160.raw
Lung cancer-LIPID-POS
161.raw
Lung cancer-LIPID-POS
162.raw
Lung cancer-LIPID-POS
163.raw
Lung cancer-LIPID-POS
164.raw
Lung cancer-LIPID-POS
165.raw
Lung cancer-LIPID-POS
166.raw
Lung cancer-LIPID-POS
167.raw
Lung cancer-LIPID-POS
168.raw
Lung cancer-LIPID-POS
169.raw
Lung cancer-LIPID-POS
173.raw
Lung cancer-LIPID-POS
174.raw
Lung cancer-LIPID-POS
175.raw
Lung cancer-LIPID-POS
176.raw
Lung cancer-LIPID-POS
177.raw
Lung cancer-LIPID-POS
178.raw
Lung cancer-LIPID-POS
185.raw
Lung cancer-LIPID-POS
186.raw
Lung cancer-LIPID-POS
187.raw
Lung cancer-LIPID-POS
188.raw
Lung cancer-LIPID-POS
189.raw
Lung cancer-LIPID-POS
190.raw
Lung cancer-LIPID-POS
194.raw
Lung cancer-LIPID-POS
195.raw
Lung cancer-LIPID-POS
196.raw
Lung cancer-LIPID-POS
200.raw
Lung cancer-LIPID-POS
201.raw
Lung cancer-LIPID-POS
202.raw
Lung cancer-LIPID-POS
203.raw
Lung cancer-LIPID-POS
204.raw
Lung cancer-LIPID-POS
205.raw
Lung cancer-LIPID-POS
206.raw
Lung cancer-LIPID-POS
207.raw
Lung cancer-LIPID-POS
208.raw
Lung cancer-LIPID-POS
212.raw
Lung cancer-LIPID-POS
213.raw
Lung cancer-LIPID-POS
214.raw
Lung cancer-LIPID-POS
215.raw
Lung cancer-LIPID-POS
216.raw
Lung cancer-LIPID-POS
217.raw
Lung cancer-LIPID-POS
218.raw
Lung cancer-LIPID-POS
219.raw
Lung cancer-LIPID-POS
220.raw
Lung cancer-LIPID-POS
221.raw
Lung cancer-LIPID-POS
222.raw
Lung cancer-LIPID-POS
223.raw
Lung cancer-LIPID-POS
227.raw
Lung cancer-LIPID-POS
228.raw
Lung cancer-LIPID-POS
229.raw
Lung cancer-LIPID-POS
230.raw
Lung cancer-LIPID-POS
231.raw
Lung cancer-LIPID-POS
232.raw
Lung cancer-LIPID-POS
233.raw
Lung cancer-LIPID-POS
234.raw
Lung cancer-LIPID-POS
235.raw
Lung cancer-LIPID-POS
236.raw
Lung cancer-LIPID-POS
237.raw
Lung cancer-LIPID-POS
241.raw
Lung cancer-LIPID-POS
242.raw
Lung cancer-LIPID-POS
243.raw
Lung cancer-LIPID-POS
244.raw
Lung cancer-LIPID-POS
245.raw
Lung cancer-LIPID-POS
246.raw
Lung cancer-LIPID-POS
247.raw
Lung cancer-LIPID-POS
248.raw
Lung cancer-LIPID-POS
249.raw
Lung cancer-LIPID-POS
253.raw
Lung cancer-LIPID-POS
254.raw
Lung cancer-LIPID-POS
255.raw
Lung cancer-LIPID-POS
256.raw
Lung cancer-LIPID-POS
257.raw
Lung cancer-LIPID-POS
258.raw
Lung cancer-LIPID-POS
259.raw
Lung cancer-LIPID-POS
260.raw
Lung cancer-LIPID-POS
261.raw
Lung cancer-LIPID-POS
271.raw
Lung cancer-LIPID-POS
272.raw
Lung cancer-LIPID-POS
273.raw
Lung cancer-LIPID-POS
274.raw
Lung cancer-LIPID-POS
275.raw
Lung cancer-LIPID-POS
276.raw
Lung cancer-LIPID-POS
277.raw
Lung cancer-LIPID-POS
278.raw
Lung cancer-LIPID-POS
279.raw
Lung cancer-LIPID-POS
280.raw
Lung cancer-LIPID-POS
281.raw
Lung cancer-LIPID-POS
282.raw
Lung cancer-LIPID-POS
283.raw
Lung cancer-LIPID-POS
284.raw
Lung cancer-LIPID-POS
285.raw
Lung cancer-LIPID-POS
286.raw
Lung cancer-LIPID-POS
287.raw
Lung cancer-LIPID-POS
288.raw
Lung cancer-LIPID-POS
292.raw
Lung cancer-LIPID-POS
293.raw
Lung cancer-LIPID-POS
294.raw
Lung cancer-LIPID-POS
298.raw
Lung cancer-LIPID-POS
299.raw
Lung cancer-LIPID-POS
300.raw
Lung cancer-LIPID-POS
301.raw
Lung cancer-LIPID-POS
302.raw
Lung cancer-LIPID-POS
303.raw
Lung cancer-LIPID-POS
304.raw
Lung cancer-LIPID-POS
305.raw
Lung cancer-LIPID-POS
306.raw
Lung cancer-LIPID-POS
307.raw
Lung cancer-LIPID-POS
308.raw
Lung cancer-LIPID-POS
309.raw
Lung cancer-LIPID-POS
310.raw
Lung cancer-LIPID-POS
311.raw
Lung cancer-LIPID-POS
312.raw
Lung cancer-LIPID-POS
313.raw
Lung cancer-LIPID-POS
314.raw
Lung cancer-LIPID-POS
315.raw
Lung cancer-LIPID-POS
316.raw
Lung cancer-LIPID-POS
317.raw
Lung cancer-LIPID-POS
321.raw
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X25-2.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1448/3150 [1:53:52<56:41,  2.00s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1451/3150 [1:53:53<33:57,  1.20s/it]
Lung cancer-LIPID-POS
X26-2.raw
Lung cancer-LIPID-POS
X27-2.raw
Lung cancer-LIPID-POS
X3-2.raw
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 230 rows!
Extracted information for 230 samples.
Processing  ST000314
No raw data detected. Ignoring ST000314
Processing  ST000308
No raw data detected. Ignoring ST000308
Processing  ST002569
Initiating REDU-table generation for AN004233
Rest length is 39
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
Processing  ST003091
Initiating REDU-table generation for AN005056
Rest length is 224
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005057
Rest length is 224
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005058
Rest length is 224
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005059
Rest length is 224
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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088_0009_01D_R_TM53xKOxCMLxTAx72x2xRPneg_16JUN23_CELL_HUM_LUM_0000_04AB_15MIN_BLL_KP_01.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1452/3150 [1:53:59<57:23,  2.03s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1453/3150 [1:54:03<1:07:31,  2.39s/it]
All_Raw_forUpload
088_0009_01D_R_TM54xKOxCMLxTAx72x3xRPneg_16JUN23_CELL_HUM_LUM_0000_04AB_15MIN_BLL_KP_01.raw
All_Raw_forUpload
088_0009_01D_R_TM55xKOxCMLxTAx72x4xRPneg_16JUN23_CELL_HUM_LUM_0000_04AB_15MIN_BLL_KP_01.raw
All_Raw_forUpload
088_0009_01D_R_TM56xKOxCMLxTAx72x5xRPneg_16JUN23_CELL_HUM_LUM_0000_04AB_15MIN_BLL_KP_01.raw
All_Raw_forUpload
088_0009_01D_R_TM5xWTxTFx5xRPneg_16JUN23_CELL_HUM_LUM_0000_04AB_15MIN_BLL_KP_01.raw
All_Raw_forUpload
088_0009_01D_R_TM6xWTxTAx24x1xRPneg_16JUN23_CELL_HUM_LUM_0000_04AB_15MIN_BLL_KP_01.raw
All_Raw_forUpload
088_0009_01D_R_TM7xWTxTAx24x2xRPneg_16JUN23_CELL_HUM_LUM_0000_04AB_15MIN_BLL_KP_01.raw
All_Raw_forUpload
088_0009_01D_R_TM8xWTxTAx24x3xRPneg_16JUN23_CELL_HUM_LUM_0000_04AB_15MIN_BLL_KP_01.raw
All_Raw_forUpload
088_0009_01D_R_TM9xWTxTAx24x4xRPneg_16JUN23_CELL_HUM_LUM_0000_04AB_15MIN_BLL_KP_01.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 223 rows!
Extracted information for 223 samples.
Processing  ST003128
Initiating REDU-table generation for AN005128
Rest length is 72
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005129
Rest length is 72
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005130
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SL_HetCD_1.raw
SL_HetCD_2.raw
SL_HetCD_3.raw
SL_HetCD_4.raw
SL_HetCD_5.raw
SL_HetCD_6.raw
SL_HetHFD_1.raw
SL_HetHFD_2.raw
SL_HetHFD_3.raw
SL_HetHFD_4.raw
SL_HetHFD_5.raw
SL_HetHFD_6.raw
SL_WTCD_1.raw
SL_WTCD_2.raw
SL_WTCD_3.raw
SL_WTCD_4.raw
SL_WTCD_5.raw
SL_WTCD_6.raw
SL_WTHFD_1.raw
SL_WTHFD_2.raw
SL_WTHFD_3.raw
SL_WTHFD_4.raw
SL_WTHFD_5.raw
SL_WTHFD_6.raw
SP_HetCD_1.raw
SP_HetCD_2.raw
SP_HetCD_3.raw
SP_HetCD_4.raw
SP_HetCD_5.raw
SP_HetCD_6.raw
SP_HetHFD_1.raw
SP_HetHFD_2.raw
SP_HetHFD_3.raw
SP_HetHFD_4.raw
SP_HetHFD_5.raw
SP_HetHFD_6.raw
SP_WTCD_1.raw
SP_WTCD_2.raw
SP_WTCD_3.raw
SP_WTCD_4.raw
SP_WTCD_5.raw
SP_WTCD_6.raw
SP_WTHFD_1.raw
SP_WTHFD_2.raw
SP_WTHFD_3.raw
SP_WTHFD_4.raw
SP_WTHFD_5.raw
SP_WTHFD_6.raw
S_HetCD_1.raw
S_HetCD_2.raw
S_HetCD_3.raw
S_HetCD_4.raw
S_HetCD_5.raw
S_HetCD_6.raw
S_HetHFD_1.raw
S_HetHFD_2.raw
S_HetHFD_3.raw
S_HetHFD_4.raw
S_HetHFD_5.raw
S_HetHFD_6.raw
S_WTCD_1.raw
S_WTCD_2.raw
S_WTCD_3.raw
S_WTCD_4.raw
S_WTCD_5.raw
S_WTCD_6.raw
S_WTHFD_1.raw
S_WTHFD_2.raw
S_WTHFD_3.raw
S_WTHFD_4.raw
S_WTHFD_5.raw
S_WTHFD_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST000424
Initiating REDU-table generation for AN000673
Rest length is 25
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/25 [00:00<?, ?it/s]

Mapping potential matches:  72%|███████▏  | 18/25 [00:00<00:00, 171.90it/s]
Mapping potential matches: 100%|██████████| 25/25 [00:00<00:00, 171.57it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000674
Rest length is 25
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/25 [00:00<?, ?it/s]

Mapping potential matches:  72%|███████▏  | 18/25 [00:00<00:00, 174.01it/s]
Mapping potential matches: 100%|██████████| 25/25 [00:00<00:00, 174.08it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1454/3150 [1:54:06<1:12:24,  2.56s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000424
NEG
mzXML
QE2_vyr_17_Seal_10[120257]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_11[121095]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_12[114300]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_13[116736]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_14[121087]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_15[117323]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_16[121091]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_17[121089]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_18[116709]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_19[114647]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_1[114291]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_20[118601]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_21[121079]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_22[121364]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_23[121358]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_25[115347]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_2[116707]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_3[115165]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_4[115333]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_5[115342]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_6[117751]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_7[121063]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_8[120237]n.mzXML
ST000424
NEG
mzXML
QE2_vyr_17_Seal_9[120240]n.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_10[120257]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_11[121095]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_12[114300]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_12[114300]p_re.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_13[116736]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_14[121087]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_14[121087]p_re.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_15[117323]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_16[121091]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_17[121089]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_18[116709]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_19[114647]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_1[114291]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_20[118601]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_21[121079]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_21[121079]p_re.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_22[121364]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_22[121364]p_re.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_23[121358]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_23[121358]p_re.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_25[115347]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_2[116707]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_3[115165]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_4[115333]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_5[115342]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_5[115342]p_re.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_6[117751]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_6[117751]p_re.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_7[121063]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_8[120237]p.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_8[120237]p_re.mzXML
ST000424
POS
mzXML
QE2_vyr_17_Seal_9[120240]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 56 rows!
Extracted information for 56 samples.
Processing  ST000799
No raw data detected. Ignoring ST000799
Processing  ST000291
Initiating REDU-table generation for AN000464
Rest length is 45
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/45 [00:00<?, ?it/s]

Mapping potential matches:  42%|████▏     | 19/45 [00:00<00:00, 188.07it/s]

Mapping potential matches:  87%|████████▋ | 39/45 [00:00<00:00, 189.58it/s]
Mapping potential matches: 100%|██████████| 45/45 [00:00<00:00, 189.40it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000465
Rest length is 45
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/45 [00:00<?, ?it/s]

Mapping potential matches:  44%|████▍     | 20/45 [00:00<00:00, 194.87it/s]

Mapping potential matches:  89%|████████▉ | 40/45 [00:00<00:00, 195.37it/s]
Mapping potential matches: 100%|██████████| 45/45 [00:00<00:00, 195.48it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▌     | 1456/3150 [1:54:10<1:06:40,  2.36s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000291
Data
raw files
neg
qe2_SBS_23_10[c16]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_11[c12]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_12[b11]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_13[c10]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_14[c14]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_15[a1]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_16[a4]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_17[b16]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_18[a15]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_19[b7]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_20[c17]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_21[c13]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_22[b12]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_28[b14]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_29[a2]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_30[c6]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_31[a12]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_32[b15]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_33[a10]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_34[c2]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_35[b6]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_36[c15]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_37[c9]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_38[a6]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_39[a9]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_40[a13]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_41[a14]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_42[a8]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_48[b1]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_49[a11]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_50[c4]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_51[b8]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_52[b4]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_53[a16]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_54[c11]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_55[a7]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_56[a17]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_57[c1]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_58[b13]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_59[b9]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_60[c7]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_61[c8]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_62[b17]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_63[b2-DD]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_64[c16-DD]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_65[a1-DD]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_8[b2]n.mzXML
ST000291
Data
raw files
neg
qe2_SBS_23_9[b10]n.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_10[c16]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_11[c12]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_12[b11]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_13[c10]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_14[c14]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_15[a1]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_16[a4]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_17[b16]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_18[a15]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_19[b7]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_20[c17]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_21[c13]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_22[b12]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_28[b14]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_29[a2]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_30[c6]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_31[a12]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_32[b15]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_33[a10]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_34[c2]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_35[b6]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_36[c15]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_37[c9]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_38[a6]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_39[a9]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_40[a13]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_41[a14]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_42[a8]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_48[b1]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_49[a11]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_50[c4]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_51[b8]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_52[b4]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_53[a16]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_54[c11]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_55[a7]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_56[a17]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_57[c1]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_58[b13]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_59[b9]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_60[c7]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_61[c8]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_62[b17]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_63[b2-DD]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_64[c16-DD]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_65[a1-DD]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_8[b2]p.mzXML
ST000291
Data
raw files
pos
qe2_SBS_23_9[b10]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 96 rows!
Extracted information for 96 samples.
Processing  ST001407
Initiating REDU-table generation for AN002350
Rest length is 21
raw file key found.
Initiating REDU-table generation for AN002351
Rest length is 21
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_001.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_002.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_003.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_004.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_005.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_006.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_007.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_008.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_009.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_010.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_011.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_012.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_013.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_014.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_015.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_016.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_017.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_018.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_019.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_020.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_021.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_022.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_023.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_024.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_025.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_026.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_027.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_028.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_029.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_030.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_037.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_038.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_039.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_040.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_041.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_042.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_043.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_044.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_045.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_046.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_047.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_048.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_049.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_050.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_051.raw
Walker_AT_Exposome_LC-HRMS_Plasma
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▋     | 1457/3150 [1:54:13<1:12:15,  2.56s/it]
 46%|████▋     | 1459/3150 [1:54:13<45:03,  1.60s/it]  
 46%|████▋     | 1460/3150 [1:54:14<40:58,  1.45s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 46%|████▋     | 1461/3150 [1:54:16<45:24,  1.61s/it]VT_170706_052.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_053.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_054.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_055.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_056.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_057.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_058.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_059.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_060.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_061.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_062.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_063.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_064.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_065.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_066.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_067.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_068.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_069.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_070.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_071.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_072.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_073.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_074.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_075.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_076.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_077.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_078.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_079.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_080.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_081.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_082.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_083.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_084.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_085.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_086.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_087.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_088.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_089.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_090.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_091.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_092.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_093.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_094.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_095.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_096.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_097.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_098.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_099.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_100.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_101.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_102.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_103.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_104.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_105.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_106.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_107.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_108.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_109.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_110.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_111.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_112.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_113.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_114.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_115.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_116.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_117.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_118.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_119.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_120.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_121.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_122.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_123.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_124.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_125.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_126.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_127.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_128.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_129.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_130.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_131.raw
Walker_AT_Exposome_LC-HRMS_Plasma
VT_170706_132.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 126 rows!
Extracted information for 126 samples.
Processing  ST002349
No raw data detected. Ignoring ST002349
Processing  ST000146
No raw data detected. Ignoring ST000146
Processing  ST001979
Initiating REDU-table generation for AN003228
Rest length is 49
Adding raw data not present in REST for sample Mouse CSF Ctrl 19 named 20210331_QEF1_HILIC_Aram_newGFPcontrols_MTX_AJ459_20210403105257
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN003229
Rest length is 49
Adding raw data not present in REST for sample Mouse CSF Ctrl 19 named 20210331_QEF1_HILIC_Aram_newGFPcontrols_MTX_AJ459_20210403105257
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST002317
Initiating REDU-table generation for AN003784
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1A''_93_1_328.d
1A''_93_1_331.d
1A'_92_1_327.d
1A'_92_1_330.d
1A_91_1_326.d
1A_91_1_329.d
2a-1_57_1_436.d
2a-2_57_1_437.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST002943
No raw data detected. Ignoring ST002943
Processing  ST000640
No raw data detected. Ignoring ST000640
Processing  ST000821
No raw data detected. Ignoring ST000821
Processing  ST002371
Initiating REDU-table generation for AN003866
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 1853.77it/s]

 47%|████▋     | 1465/3150 [1:54:17<21:58,  1.28it/s]
 47%|████▋     | 1468/3150 [1:54:17<14:01,  2.00it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001727
No raw data detected. Ignoring ST001727
Processing  ST000327
No raw data detected. Ignoring ST000327
Processing  ST000756
No raw data detected. Ignoring ST000756
Processing  ST001711
Initiating REDU-table generation for AN002786
Rest length is 627
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180712_0206.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180712_0207.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180712_0210.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180712_0212.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180712_0217.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180712_0218.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180712_0219.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0221.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0224.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0225.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0226.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0227.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0230.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0231.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0232.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0235.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0236.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0237.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0238.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180716_0239.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180717_0240.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180717_0242.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180717_0244.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180717_0246.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180717_0249.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180717_0251.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180717_0253.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180717_0255.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0260.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0261.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0263.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0264.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0265.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0266.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0267.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0268.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0269.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0274.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0276.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180718_0278.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180719_0280.mzML
NAFLD.Polar.Metabolites.Batch.2
0001_GC_20180719_0284.mzML
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0001_GC_20180618_0004.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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0001_GC_20180625_0078.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0083.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0085.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0088.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0089.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0090.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0091.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0093.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0094.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0095.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0096.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0097.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180703_0099.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0102.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0106.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0107.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0110.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0111.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0112.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0114.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0116.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0117.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180705_0118.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0121.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0124.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0127.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0128.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0131.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0132.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0133.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0134.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0136.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0138.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0139.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180706_0140.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0141.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0142.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0143.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0144.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0145.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0146.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0147.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0149.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0151.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0152.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0154.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0156.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0157.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180709_0159.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0160.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0164.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0165.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0166.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0168.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0169.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0170.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0171.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0172.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0174.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0175.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0176.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180710_0178.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180711_0181.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180711_0186.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180711_0189.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180711_0192.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180711_0193.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180711_0194.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180711_0195.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180711_0197.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180711_0198.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180712_0200.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180712_0201.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180712_0202.mzML
NAFLD.Polar.Metabolites.Batch1
0001_GC_20180712_0203.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 375 rows!
Extracted information for 375 samples.
Processing  ST000025
Initiating REDU-table generation for AN000045
Rest length is 31
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CDF
131221ajcsa03_1.cdf
CDF
131221ajcsa04_1.cdf
CDF
131221ajcsa05_1.cdf
CDF
131221ajcsa06_1.cdf
CDF
131221ajcsa07_1.cdf
CDF
131221ajcsa09_1.cdf
CDF
131221ajcsa10_1.cdf
CDF
131221ajcsa11_1.cdf
CDF
131221ajcsa12_1.cdf
CDF
131221ajcsa13_1.cdf
CDF
131221ajcsa14_1.cdf
CDF
131221ajcsa15_1.cdf
CDF
131221ajcsa16_1.cdf
CDF
131221ajcsa17_1.cdf
CDF
131221ajcsa18_1.cdf
CDF
131221ajcsa19_1.cdf
CDF
131221ajcsa20_1.cdf
CDF
131221ajcsa21_1.cdf
CDF
131221ajcsa23_1.cdf
CDF
131221ajcsa24_1.cdf
CDF
131221ajcsa25_1.cdf
CDF
131221ajcsa26_1.cdf
CDF
131221ajcsa27_1.cdf
CDF
131221ajcsa28_1.cdf
CDF
131221ajcsa29_1.cdf
CDF
131221ajcsa30_1.cdf
CDF
131221ajcsa31_1.cdf
CDF
131221ajcsa32_1.cdf
CDF
131221ajcsa33_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1470/3150 [1:54:55<3:13:26,  6.91s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1473/3150 [1:55:00<2:07:10,  4.55s/it]
CDF
131221ajcsa34_1.cdf
CDF
131221ajcsa35_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 31
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST000686
No raw data detected. Ignoring ST000686
Processing  ST000842
No raw data detected. Ignoring ST000842
Processing  ST002454
Initiating REDU-table generation for AN004003
Rest length is 180
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004004
Rest length is 180
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
BM21Raw
Blank_20211013_001.raw
BM21Raw
Blank_20211013_002.raw
BM21Raw
Blank_20211013_003.raw
BM21Raw
Blank_20211013_004.raw
BM21Raw
Blank_20211013_005_20211019161135.raw
BM21Raw
Blank_20211013_006_20211019161707.raw
BM21Raw
Blank_20211020_001.raw
BM21Raw
Blank_20211020_002.raw
BM21Raw
Blank_20211020_003.raw
BM21Raw
Blank_20211020_004.raw
BM21Raw
Blank_20211020_005.raw
BM21Raw
Blank_20211020_006.raw
BM21Raw
Blank_std_20211013_1_001.raw
BM21Raw
Blank_std_20211013_1_002.raw
BM21Raw
Blank_std_20211020_1_001.raw
BM21Raw
Blank_std_20211020_1_002.raw
BM21Raw
MT_20211013_001.raw
BM21Raw
MT_20211013_002.raw
BM21Raw
MT_20211013_003.raw
BM21Raw
MT_20211013_004.raw
BM21Raw
MT_20211013_005.raw
BM21Raw
MT_20211013_006.raw
BM21Raw
MT_20211013_009.raw
BM21Raw
MT_20211013_010.raw
BM21Raw
MT_20211013_011.raw
BM21Raw
MT_20211013_012.raw
BM21Raw
MT_20211013_013.raw
BM21Raw
MT_20211013_014.raw
BM21Raw
MT_20211013_015.raw
BM21Raw
MT_20211013_016.raw
BM21Raw
MT_20211013_017.raw
BM21Raw
MT_20211013_018.raw
BM21Raw
MT_20211013_019.raw
BM21Raw
MT_20211013_020.raw
BM21Raw
MT_20211013_021.raw
BM21Raw
MT_20211013_022.raw
BM21Raw
MT_20211013_023.raw
BM21Raw
MT_20211013_024.raw
BM21Raw
MT_20211013_025.raw
BM21Raw
MT_20211013_026.raw
BM21Raw
MT_20211013_027.raw
BM21Raw
MT_20211013_028.raw
BM21Raw
MT_20211013_029.raw
BM21Raw
MT_20211013_030.raw
BM21Raw
MT_20211013_031.raw
BM21Raw
MT_20211013_032.raw
BM21Raw
MT_20211013_033.raw
BM21Raw
MT_20211013_034.raw
BM21Raw
MT_20211013_035.raw
BM21Raw
MT_20211013_036.raw
BM21Raw
MT_20211013_037.raw
BM21Raw
MT_20211013_038.raw
BM21Raw
MT_20211013_039.raw
BM21Raw
MT_20211013_040.raw
BM21Raw
MT_20211013_041.raw
BM21Raw
MT_20211013_042.raw
BM21Raw
MT_20211013_043.raw
BM21Raw
MT_20211013_044_20211019163859.raw
BM21Raw
MT_20211013_045.raw
BM21Raw
MT_20211013_046.raw
BM21Raw
MT_20211013_047.raw
BM21Raw
MT_20211013_048.raw
BM21Raw
MT_20211013_049.raw
BM21Raw
MT_20211013_050.raw
BM21Raw
MT_20211013_051.raw
BM21Raw
MT_20211013_052.raw
BM21Raw
MT_20211013_053.raw
BM21Raw
MT_20211013_054.raw
BM21Raw
MT_20211013_055.raw
BM21Raw
MT_20211013_056.raw
BM21Raw
MT_20211013_057.raw
BM21Raw
MT_20211013_058.raw
BM21Raw
MT_20211013_059.raw
BM21Raw
MT_20211013_060.raw
BM21Raw
MT_20211013_061.raw
BM21Raw
MT_20211013_062.raw
BM21Raw
MT_20211013_063.raw
BM21Raw
MT_20211013_064.raw
BM21Raw
MT_20211013_065.raw
BM21Raw
MT_20211013_066.raw
BM21Raw
MT_20211013_067.raw
BM21Raw
MT_20211013_068.raw
BM21Raw
MT_20211013_069.raw
BM21Raw
MT_20211013_070.raw
BM21Raw
MT_20211013_071.raw
BM21Raw
MT_20211013_072.raw
BM21Raw
MT_20211013_073.raw
BM21Raw
MT_20211013_074.raw
BM21Raw
MT_20211013_075.raw
BM21Raw
MT_20211013_076.raw
BM21Raw
MT_20211013_077.raw
BM21Raw
MT_20211013_078.raw
BM21Raw
MT_20211013_079.raw
BM21Raw
MT_20211013_080.raw
BM21Raw
MT_20211013_081.raw
BM21Raw
MT_20211013_082.raw
BM21Raw
MT_20211013_083.raw
BM21Raw
MT_20211013_084.raw
BM21Raw
MT_20211020_001.raw
BM21Raw
MT_20211020_002.raw
BM21Raw
MT_20211020_003.raw
BM21Raw
MT_20211020_004.raw
BM21Raw
MT_20211020_005.raw
BM21Raw
MT_20211020_006.raw
BM21Raw
MT_20211020_009.raw
BM21Raw
MT_20211020_010.raw
BM21Raw
MT_20211020_011.raw
BM21Raw
MT_20211020_012.raw
BM21Raw
MT_20211020_013.raw
BM21Raw
MT_20211020_014.raw
BM21Raw
MT_20211020_015.raw
BM21Raw
MT_20211020_016.raw
BM21Raw
MT_20211020_017.raw
BM21Raw
MT_20211020_018.raw
BM21Raw
MT_20211020_019.raw
BM21Raw
MT_20211020_020.raw
BM21Raw
MT_20211020_021.raw
BM21Raw
MT_20211020_022.raw
BM21Raw
MT_20211020_023.raw
BM21Raw
MT_20211020_024.raw
BM21Raw
MT_20211020_025.raw
BM21Raw
MT_20211020_026.raw
BM21Raw
MT_20211020_027.raw
BM21Raw
MT_20211020_028.raw
BM21Raw
MT_20211020_029.raw
BM21Raw
MT_20211020_030.raw
BM21Raw
MT_20211020_031.raw
BM21Raw
MT_20211020_032.raw
BM21Raw
MT_20211020_033.raw
BM21Raw
MT_20211020_034.raw
BM21Raw
MT_20211020_035.raw
BM21Raw
MT_20211020_036.raw
BM21Raw
MT_20211020_037.raw
BM21Raw
MT_20211020_038.raw
BM21Raw
MT_20211020_039.raw
BM21Raw
MT_20211020_040.raw
BM21Raw
MT_20211020_041.raw
BM21Raw
MT_20211020_042.raw
BM21Raw
MT_20211020_043.raw
BM21Raw
MT_20211020_044.raw
BM21Raw
MT_20211020_045.raw
BM21Raw
MT_20211020_046.raw
BM21Raw
MT_20211020_047.raw
BM21Raw
MT_20211020_048.raw
BM21Raw
MT_20211020_049.raw
BM21Raw
MT_20211020_050.raw
BM21Raw
MT_20211020_051.raw
BM21Raw
MT_20211020_052.raw
BM21Raw
MT_20211020_053.raw
BM21Raw
MT_20211020_054.raw
BM21Raw
MT_20211020_055.raw
BM21Raw
MT_20211020_056.raw
BM21Raw
MT_20211020_057.raw
BM21Raw
MT_20211020_058.raw
BM21Raw
MT_20211020_059.raw
BM21Raw
MT_20211020_060.raw
BM21Raw
MT_20211020_061.raw
BM21Raw
MT_20211020_062.raw
BM21Raw
MT_20211020_063.raw
BM21Raw
MT_20211020_064.raw
BM21Raw
MT_20211020_065.raw
BM21Raw
MT_20211020_066.raw
BM21Raw
MT_20211020_067.raw
BM21Raw
MT_20211020_068.raw
BM21Raw
MT_20211020_069.raw
BM21Raw
MT_20211020_070.raw
BM21Raw
MT_20211020_071.raw
BM21Raw
MT_20211020_072.raw
BM21Raw
MT_20211020_073.raw
BM21Raw
MT_20211020_074.raw
BM21Raw
MT_20211020_075.raw
BM21Raw
MT_20211020_076.raw
BM21Raw
MT_20211020_077.raw
BM21Raw
MT_20211020_078.raw
BM21Raw
MT_20211020_079.raw
BM21Raw
MT_20211020_080.raw
BM21Raw
MT_20211020_081.raw
BM21Raw
MT_20211020_082.raw
BM21Raw
MT_20211020_083.raw
BM21Raw
MT_20211020_084.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 180 rows!
Extracted information for 180 samples.
Processing  ST003387
Initiating REDU-table generation for AN005547
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005548
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005549
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005550
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005551
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005552
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005553
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005554
Rest length is 160
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_files
AML_mzML_hilic_neg
MT_20240319_009.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_011.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_013.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_015.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_017.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_019.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_021.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_023.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_025.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_027.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_031.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_033.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_035.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_037.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_039.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_041.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_043.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_045.mzML
raw_files
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1474/3150 [1:55:07<2:18:54,  4.97s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1476/3150 [1:55:09<1:42:36,  3.68s/it]AML_mzML_hilic_neg
MT_20240319_047.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_049.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_053.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_055.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_057.mzML
raw_files
AML_mzML_hilic_neg
MT_20240319_059.mzML
raw_files
AML_mzML_hilic_pos
MT_20240318_009.mzML
raw_files
AML_mzML_hilic_pos
MT_20240318_011.mzML
raw_files
AML_mzML_hilic_pos
MT_20240318_013.mzML
raw_files
AML_mzML_hilic_pos
MT_20240318_015.mzML
raw_files
AML_mzML_hilic_pos
MT_20240318_017.mzML
raw_files
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raw_files
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MT_20240318_021.mzML
raw_files
AML_mzML_hilic_pos
MT_20240318_023.mzML
raw_files
AML_mzML_hilic_pos
MT_20240318_025.mzML
raw_files
AML_mzML_hilic_pos
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raw_files
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raw_files
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raw_files
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AML_mzML_rp_neg
MT_20240318_044.mzML
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AML_mzML_rp_neg
MT_20240318_046.mzML
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AML_mzML_rp_neg
MT_20240318_048.mzML
raw_files
AML_mzML_rp_neg
MT_20240318_050.mzML
raw_files
AML_mzML_rp_neg
MT_20240318_054.mzML
raw_files
AML_mzML_rp_neg
MT_20240318_056.mzML
raw_files
AML_mzML_rp_neg
MT_20240318_058.mzML
raw_files
AML_mzML_rp_neg
MT_20240318_060.mzML
raw_files
AML_mzML_rp_pos
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raw_files
AML_mzML_rp_pos
MT_20240319_012.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_014.mzML
raw_files
AML_mzML_rp_pos
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MT_20240319_018.mzML
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AML_mzML_rp_pos
MT_20240319_020.mzML
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AML_mzML_rp_pos
MT_20240319_022.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_024.mzML
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AML_mzML_rp_pos
MT_20240319_026.mzML
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AML_mzML_rp_pos
MT_20240319_028.mzML
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AML_mzML_rp_pos
MT_20240319_032.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_034.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_036.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_038.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_040.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_042.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_044.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_046.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_048.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_050.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_054.mzML
raw_files
AML_mzML_rp_pos
MT_20240319_056.mzML
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raw_files
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 96 rows!
Extracted information for 96 samples.
Processing  ST001061
No raw data detected. Ignoring ST001061
Processing  ST002935
Initiating REDU-table generation for AN004814
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20190812-Les-Jas-Metabo - Copy
Data
Les-Jas-20190812-13.raw
20190812-Les-Jas-Metabo - Copy
Data
Les-Jas-20190812-14.raw
20190812-Les-Jas-Metabo - Copy
Data
Les-Jas-20190812-15.raw
20190812-Les-Jas-Metabo - Copy
Data
Les-Jas-20190812-16.raw
20190812-Les-Jas-Metabo - Copy
Data
Les-Jas-20190812-17.raw
20190812-Les-Jas-Metabo - Copy
Data
Les-Jas-20190812-18.raw
20200214-Les-Jas-Metabo
Data
Les-Jas-20200214-01.raw
20200214-Les-Jas-Metabo
Data
Les-Jas-20200214-02.raw
20200214-Les-Jas-Metabo
Data
Les-Jas-20200214-03.raw
20200214-Les-Jas-Metabo
Data
Les-Jas-20200214-04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST001260
No raw data detected. Ignoring ST001260
Processing  ST001801
Initiating REDU-table generation for AN002923
Rest length is 203
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzXML_batch3to5
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mzXML_batch3to5
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mzXML_batch3to5
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mzXML_batch3to5
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mzXML_batch3to5
BL_200220_M393_173.mzXML
mzXML_batch3to5
BL_200220_M393_174.mzXML
mzXML_batch3to5
BL_200220_M393_175.mzXML
mzXML_batch3to5
BL_200220_M393_176.mzXML
mzXML_batch3to5
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mzXML_batch3to5
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mzXML_batch3to5
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mzXML_batch3to5
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mzXML_batch3to5
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mzXML_batch3to5
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mzXML_batch3to5
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mzXML_batch3to5
BL_200220_M393_197.mzXML
mzXML_batch3to5
BL_200220_M393_198.mzXML
mzXML_batch3to5
BL_200220_M393_199.mzXML
mzXML_batch3to5
BL_200220_M393_200.mzXML
mzXML_batch3to5
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BL_200220_M393_202.mzXML
mzXML_batch3to5
BL_200220_M393_203.mzXML
mzXML_batch3to5
BL_200220_M393_204.mzXML
mzXML_batch3to5
BL_200220_M393_205.mzXML
mzXML_batch3to5
BL_200220_M393_206.mzXML
mzXML_batch3to5
BL_200220_M393_207.mzXML
mzXML_batch3to5
BL_200220_M393_208.mzXML
mzXML_batch3to5
BL_200220_M393_209.mzXML
mzXML_batch3to5
BL_200220_M393_210.mzXML
mzXML_batch3to5
BL_200220_M393_211.mzXML
mzXML_batch3to5
BL_200220_M393_212.mzXML
mzXML_batch3to5
BL_200220_M393_213.mzXML
mzXML_batch3to5
BL_200220_M393_214.mzXML
mzXML_batch3to5
BL_200220_M393_215.mzXML
mzXML_batch3to5
BL_200220_M393_216.mzXML
mzXML_batch3to5
BL_200220_M393_217.mzXML
mzXML_batch3to5
BL_200220_M393_218.mzXML
mzXML_batch3to5
BL_200220_M393_219.mzXML
mzXML_batch3to5
BL_200220_M393_220.mzXML
mzXML_batch3to5
BL_200220_M393_221.mzXML
mzXML_batch3to5
BL_200220_M393_222.mzXML
mzXML_batch3to5
BL_200220_M393_223.mzXML
mzXML_batch3to5
BL_200220_M393_224.mzXML
mzXML_batch3to5
BL_200220_M393_225.mzXML
mzXML_batch3to5
BL_200220_M393_226.mzXML
mzXML_batch3to5
BL_200220_M393_227.mzXML
mzXML_batch3to5
BL_200220_M393_228.mzXML
mzXML_batch3to5
BL_200220_M393_229.mzXML
mzXML_batch3to5
BL_200220_M393_230.mzXML
mzXML_batch3to5
BL_200220_M393_231.mzXML
mzXML_batch3to5
BL_200220_M393_232.mzXML
mzXML_batch3to5
BL_200220_M393_233.mzXML
mzXML_batch3to5
BL_200220_M393_234.mzXML
mzXML_batch3to5
BL_200220_M393_247.mzXML
mzXML_batch3to5
BL_200220_M393_248.mzXML
mzXML_batch3to5
BL_200220_M393_249.mzXML
mzXML_batch3to5
BL_200220_M393_250.mzXML
mzXML_batch3to5
BL_200220_M393_251.mzXML
mzXML_batch3to5
BL_200220_M393_252.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1478/3150 [1:55:12<1:24:58,  3.05s/it]
mzXML_batch3to5
BL_200220_M393_253.mzXML
mzXML_batch3to5
BL_200220_M393_254.mzXML
mzXML_batch3to5
BL_200220_M393_255.mzXML
mzXML_batch3to5
BL_200220_M393_256.mzXML
mzXML_batch3to5
BL_200220_M393_257.mzXML
mzXML_batch3to5
BL_200220_M393_258.mzXML
mzXML_batch3to5
BL_200220_M393_259.mzXML
mzXML_batch3to5
BL_200220_M393_260.mzXML
mzXML_batch3to5
BL_200220_M393_261.mzXML
mzXML_batch3to5
BL_200220_M393_262.mzXML
mzXML_batch3to5
BL_200220_M393_263.mzXML
mzXML_batch3to5
BL_200220_M393_264.mzXML
mzXML_batch3to5
BL_200220_M393_265.mzXML
mzXML_batch3to5
BL_200220_M393_266.mzXML
mzXML_batch3to5
BL_200220_M393_267.mzXML
mzXML_batch3to5
BL_200220_M393_268.mzXML
mzXML_batch3to5
BL_200220_M393_269.mzXML
mzXML_batch3to5
BL_200220_M393_270.mzXML
mzXML_batch3to5
BL_200220_M393_271.mzXML
mzXML_batch3to5
BL_200220_M393_272.mzXML
mzXML_batch3to5
BL_200220_M393_273.mzXML
mzXML_batch3to5
BL_200220_M393_274.mzXML
mzXML_batch3to5
BL_200220_M393_275.mzXML
mzXML_batch3to5
BL_200220_M393_276.mzXML
mzXML_batch3to5
BL_200220_M393_277.mzXML
mzXML_batch3to5
BL_200220_M393_278.mzXML
mzXML_batch3to5
BL_200220_M393_279.mzXML
mzXML_batch3to5
BL_200220_M393_280.mzXML
mzXML_batch3to5
BL_200220_M393_281.mzXML
mzXML_batch3to5
BL_200220_M393_282.mzXML
mzXML_batch3to5
BL_200220_M393_283.mzXML
mzXML_batch3to5
BL_200220_M393_284.mzXML
mzXML_batch3to5
BL_200220_M393_285.mzXML
mzXML_batch3to5
BL_200220_M393_286.mzXML
mzXML_batch3to5
BL_200220_M393_287.mzXML
mzXML_batch3to5
BL_200220_M393_288.mzXML
mzXML_batch3to5
BL_200220_M393_289.mzXML
mzXML_batch3to5
BL_200220_M393_290.mzXML
mzXML_batch3to5
BL_200220_M393_291.mzXML
mzXML_batch3to5
BL_200220_M393_292.mzXML
mzXML_batch3to5
BL_200220_M393_293.mzXML
mzXML_batch3to5
BL_200220_M393_294.mzXML
mzXML_batch3to5
BL_200220_M393_295.mzXML
mzXML_batch3to5
BL_200220_M393_296.mzXML
mzXML_batch3to5
BL_200220_M393_297.mzXML
mzXML_batch3to5
BL_200220_M393_298.mzXML
mzXML_batch3to5
BL_200220_M393_299.mzXML
mzXML_batch3to5
BL_200220_M393_300.mzXML
mzXML_batch3to5
BL_200220_M393_301.mzXML
mzXML_batch3to5
BL_200220_M393_302.mzXML
mzXML_batch3to5
BL_200220_M393_303.mzXML
mzXML_batch3to5
BL_200220_M393_304.mzXML
mzXML_batch3to5
BL_200220_M393_305.mzXML
mzXML_batch3to5
BL_200220_M393_306.mzXML
mzXML_batch3to5
BL_200220_M393_307.mzXML
mzXML_batch3to5
BL_200220_M393_308.mzXML
mzXML_batch3to5
BL_200220_M393_309.mzXML
mzXML_batch3to5
BL_200220_M393_310.mzXML
mzXML_batch3to5
BL_200220_M393_311.mzXML
mzXML_batch3to5
BL_200220_M393_312.mzXML
mzXML_batch3to5
BL_200220_M393_325.mzXML
mzXML_batch3to5
BL_200220_M393_326.mzXML
mzXML_batch3to5
BL_200220_M393_327.mzXML
mzXML_batch3to5
BL_200220_M393_328.mzXML
mzXML_batch3to5
BL_200220_M393_329.mzXML
mzXML_batch3to5
BL_200220_M393_330.mzXML
mzXML_batch3to5
BL_200220_M393_331.mzXML
mzXML_batch3to5
BL_200220_M393_332.mzXML
mzXML_batch3to5
BL_200220_M393_333.mzXML
mzXML_batch3to5
BL_200220_M393_334.mzXML
mzXML_batch3to5
BL_200220_M393_335.mzXML
mzXML_batch3to5
BL_200220_M393_336.mzXML
mzXML_batch3to5
BL_200220_M393_337.mzXML
mzXML_batch3to5
BL_200220_M393_338.mzXML
mzXML_batch3to5
BL_200220_M393_339.mzXML
mzXML_batch3to5
BL_200220_M393_340.mzXML
mzXML_batch3to5
BL_200220_M393_341.mzXML
mzXML_batch3to5
BL_200220_M393_342.mzXML
mzXML_batch3to5
BL_200220_M393_343.mzXML
mzXML_batch3to5
BL_200220_M393_344.mzXML
mzXML_batch3to5
BL_200220_M393_345.mzXML
mzXML_batch3to5
BL_200220_M393_346.mzXML
mzXML_batch3to5
BL_200220_M393_347.mzXML
mzXML_batch3to5
BL_200220_M393_348.mzXML
mzXML_batch3to5
BL_200220_M393_349.mzXML
mzXML_batch3to5
BL_200220_M393_350.mzXML
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BL_200220_M393_351.mzXML
mzXML_batch3to5
BL_200220_M393_352.mzXML
mzXML_batch3to5
BL_200220_M393_353.mzXML
mzXML_batch3to5
BL_200220_M393_354.mzXML
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BL_200220_M393_355.mzXML
mzXML_batch3to5
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mzXML_batch3to5
BL_200220_M393_357.mzXML
mzXML_batch3to5
BL_200220_M393_358.mzXML
mzXML_batch3to5
BL_200220_M393_359.mzXML
mzXML_batch3to5
BL_200220_M393_360.mzXML
mzXML_batch3to5
BL_200220_M393_361.mzXML
mzXML_batch3to5
BL_200220_M393_362.mzXML
mzXML_batch3to5
BL_200220_M393_363.mzXML
mzXML_batch3to5
BL_200220_M393_364.mzXML
mzXML_batch3to5
BL_200220_M393_365.mzXML
mzXML_batch3to5
BL_200220_M393_366.mzXML
mzXML_batch3to5
BL_200220_M393_367.mzXML
mzXML_batch3to5
BL_200220_M393_368.mzXML
mzXML_batch3to5
BL_200220_M393_369.mzXML
mzXML_batch3to5
BL_200220_M393_370.mzXML
mzXML_batch3to5
BL_200220_M393_371.mzXML
mzXML_batch3to5
BL_200220_M393_372.mzXML
mzXML_batch3to5
BL_200220_M393_373.mzXML
mzXML_batch3to5
BL_200220_M393_374.mzXML
mzXML_batch3to5
BL_200220_M393_375.mzXML
mzXML_batch3to5
BL_200220_M393_376.mzXML
mzXML_batch3to5
BL_200220_M393_377.mzXML
mzXML_batch3to5
BL_200220_M393_378.mzXML
mzXML_batch3to5
BL_200220_M393_379.mzXML
mzXML_batch3to5
BL_200220_M393_380.mzXML
mzXML_batch3to5
BL_200220_M393_381.mzXML
mzXML_batch3to5
BL_200220_M393_382.mzXML
mzXML_batch3to5
BL_200220_M393_383.mzXML
mzXML_batch3to5
BL_200220_M393_384.mzXML
mzXML_batch3to5
BL_200220_M393_385.mzXML
mzXML_batch3to5
BL_200220_M393_386.mzXML
mzXML_batch3to5
BL_200220_M393_387.mzXML
mzXML_batch3to5
BL_200220_M393_388.mzXML
mzXML_batch3to5
BL_200220_M393_389.mzXML
mzXML_batch3to5
BL_200220_M393_390.mzXML
mzXML_batch3to5
ExStd5_1.mzXML
mzXML_batch3to5
ExStd5_2.mzXML
mzXML_batch3to5
ExStd5_3.mzXML
mzXML_batch3to5
ExStd5_4.mzXML
mzXML_batch3to5
ExStd5_5.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 203 rows!
Extracted information for 203 samples.
Processing  ST001441
Initiating REDU-table generation for AN002407
Rest length is 56
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002408
Rest length is 56
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002409
Rest length is 56
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Deidentified raw data
D0-control1.raw
Deidentified raw data
D0-control1_luna.raw
Deidentified raw data
D0-control2.raw
Deidentified raw data
D0-control2_luna.raw
Deidentified raw data
D0-control3.raw
Deidentified raw data
D0-control3_luna.raw
Deidentified raw data
D0-control4.raw
Deidentified raw data
D0-control4_luna.raw
Deidentified raw data
D0-control5.raw
Deidentified raw data
D0-control5_luna.raw
Deidentified raw data
D0-control6.raw
Deidentified raw data
D0-control6_luna.raw
Deidentified raw data
D0-control7.raw
Deidentified raw data
D0-control7_luna.raw
Deidentified raw data
D0-patient1.raw
Deidentified raw data
D0-patient1_luna.raw
Deidentified raw data
D0-patient2.raw
Deidentified raw data
D0-patient2_luna.raw
Deidentified raw data
D0-patient3.raw
Deidentified raw data
D0-patient3_luna.raw
Deidentified raw data
D0-patient4.raw
Deidentified raw data
D0-patient4_luna.raw
Deidentified raw data
D0-patient5.raw
Deidentified raw data
D0-patient5_luna.raw
Deidentified raw data
D0-patient6.raw
Deidentified raw data
D0-patient6_luna.raw
Deidentified raw data
D0-patient7.raw
Deidentified raw data
D0-patient7_luna.raw
Deidentified raw data
D5-control1.raw
Deidentified raw data
D5-control2.raw
Deidentified raw data
D5-control2_luna.raw
Deidentified raw data
D5-control3.raw
Deidentified raw data
D5-control3_luna.raw
Deidentified raw data
D5-control4.raw
Deidentified raw data
D5-control4_luna.raw
Deidentified raw data
D5-control5.raw
Deidentified raw data
D5-control5_luna.raw
Deidentified raw data
D5-control6.raw
Deidentified raw data
D5-control6_luna.raw
Deidentified raw data
D5-control7.raw
Deidentified raw data
D5-control7_luna.raw
Deidentified raw data
D5-patient1.raw
Deidentified raw data
D5-patient1_luna.raw
Deidentified raw data
D5-patient2.raw
Deidentified raw data
D5-patient2_luna.raw
Deidentified raw data
D5-patient3.raw
Deidentified raw data
D5-patient3_luna.raw
Deidentified raw data
D5-patient4.raw
Deidentified raw data
D5-patient4_luna.raw
Deidentified raw data
D5-patient5.raw
Deidentified raw data
D5-patient5_luna.raw
Deidentified raw data
D5-patient6.raw
Deidentified raw data
D5-patient6_luna.raw
Deidentified raw data
D5-patient7.raw
Deidentified raw data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1479/3150 [1:55:16<1:29:56,  3.23s/it]
D5-patient7_luna.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 55 rows!
Extracted information for 55 samples.
Processing  ST000228
Initiating REDU-table generation for AN000341
Rest length is 11
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/11 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 11/11 [00:00<00:00, 119.70it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000228
05_20_14 - blood on paper for calibration curve
1.5ppm
HumanBlood_1_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1.5ppm
HumanBlood_1_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1.5ppm
HumanBlood_1_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1.5ppm
HumanBlood_1_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1.5ppm
HumanBlood_1_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1.5ppm
HumanBlood_1_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
125ppb
HumanBlood_125ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
125ppb
HumanBlood_125ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
125ppb
HumanBlood_125ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
125ppb
HumanBlood_125ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
125ppb
HumanBlood_125ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
125ppb
HumanBlood_125ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
125ppb
HumanBlood_125ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1ppm
HumanBlood_1ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1ppm
HumanBlood_1ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1ppm
HumanBlood_1ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1ppm
HumanBlood_1ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1ppm
HumanBlood_1ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1ppm
HumanBlood_1ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
1ppm
HumanBlood_1ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
250ppb
HumanBlood_250ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
250ppb
HumanBlood_250ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
250ppb
HumanBlood_250ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
250ppb
HumanBlood_250ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
250ppb
HumanBlood_250ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
250ppb
HumanBlood_250ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
250ppb
HumanBlood_250ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
2ppm
HumanBlood_2ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
2ppm
HumanBlood_2ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
2ppm
HumanBlood_2ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
2ppm
HumanBlood_2ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
2ppm
HumanBlood_2ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
2ppm
HumanBlood_2ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
2ppm
HumanBlood_2ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
31ppb
HumanBlood_31ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
31ppb
HumanBlood_31ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
31ppb
HumanBlood_31ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
31ppb
HumanBlood_31ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
31ppb
HumanBlood_31ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
31ppb
HumanBlood_31ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
3ppm
HumanBlood_3ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
3ppm
HumanBlood_3ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
3ppm
HumanBlood_3ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
3ppm
HumanBlood_3ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
3ppm
HumanBlood_3ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
3ppm
HumanBlood_3ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
3ppm
HumanBlood_3ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
500ppb
HumanBlood_500ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
500ppb
HumanBlood_500ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
500ppb
HumanBlood_500ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
500ppb
HumanBlood_500ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
500ppb
HumanBlood_500ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
500ppb
HumanBlood_500ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
500ppb
HumanBlood_500ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
5ppm
HumanBlood_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
5ppm
HumanBlood_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
5ppm
HumanBlood_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
5ppm
HumanBlood_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
5ppm
HumanBlood_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
5ppm
HumanBlood_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
5ppm
HumanBlood_5ppmCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
5ppm
HumanBlood_5ppmCoc_1ppmCocD3_WideIsolation_noCID_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
5ppm
HumanBlood_5ppmCoc_1ppmCocD3_fullscan_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
62ppb
HumanBlood_62ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
62ppb
HumanBlood_62ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
62ppb
HumanBlood_62ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
62ppb
HumanBlood_62ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
62ppb
HumanBlood_62ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
62ppb
HumanBlood_62ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
62ppb
HumanBlood_62ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
750ppb
HumanBlood_750ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_1_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
750ppb
HumanBlood_750ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_2_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
750ppb
HumanBlood_750ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_3_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
750ppb
HumanBlood_750ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_4_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
750ppb
HumanBlood_750ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_5_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
750ppb
HumanBlood_750ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_6_TI.raw
ST000228
05_20_14 - blood on paper for calibration curve
750ppb
HumanBlood_750ppbCoc_1ppmCocD3_WideIsolation_CIDapplied_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_10ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_10ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_10ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_10ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_10ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_10ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_10ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_125ppbCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_12ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_12ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_12ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_12ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_12ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_12ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_12ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_15ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_15ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_15ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_15ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_15ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_15ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_15ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_18ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_18ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_18ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_18ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_18ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_18ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_18ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1_5ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_1ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_20ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_20ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_20ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_20ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_20ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_20ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_20ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_250ppbCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_2ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_1_TI.raw
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1480/3150 [1:55:19<1:29:36,  3.22s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1482/3150 [1:55:22<1:10:45,  2.55s/it]
ST000228
March 30 2015 - Coc in blood
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_31ppbCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_3ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_500ppbCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_5ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_62ppbCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_6ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_750ppbCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_8ppmCoc_1ppmCocd3_WideIsolation_1_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_8ppmCoc_1ppmCocd3_WideIsolation_2_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_8ppmCoc_1ppmCocd3_WideIsolation_3_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_8ppmCoc_1ppmCocd3_WideIsolation_4_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_8ppmCoc_1ppmCocd3_WideIsolation_5_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_8ppmCoc_1ppmCocd3_WideIsolation_6_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_8ppmCoc_1ppmCocd3_WideIsolation_7_TI.raw
ST000228
March 30 2015 - Coc in blood
HumanBlood_Blank_WideIsolation_1_TI.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 204 rows!
Extracted information for 204 samples.
Processing  ST003392
No raw data detected. Ignoring ST003392
Processing  ST002140
Initiating REDU-table generation for AN003501
Rest length is 29
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003502
Rest length is 29
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw MS data Mielenz mzML
1aCre_191204_PMet_BZellen.mzML
raw MS data Mielenz mzML
1bCre_200312_PMet_BZellen.mzML
raw MS data Mielenz mzML
1cCre_210706_PMet_BZellen.mzML
raw MS data Mielenz mzML
2aCre_191204_PMet_BZellen.mzML
raw MS data Mielenz mzML
2bCre_200312_PMet_BZellen.mzML
raw MS data Mielenz mzML
2cCre_210706_PMet_BZellen.mzML
raw MS data Mielenz mzML
3aDNT_191204_PMet_BZellen.mzML
raw MS data Mielenz mzML
3bDNT_200312_PMet_BZellen.mzML
raw MS data Mielenz mzML
3cCre_210706_PMet_BZellen.mzML
raw MS data Mielenz mzML
4aDNT_191204_PMet_BZellen.mzML
raw MS data Mielenz mzML
4bDNT_200312_PMet_BZellen.mzML
raw MS data Mielenz mzML
4cDNT_210706_PMet_BZellen.mzML
raw MS data Mielenz mzML
5cDNT_210706_PMet_BZellen.mzML
raw MS data Mielenz mzML
6cDNT_210706_PMet_BZellen.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 1-S01_DNT.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 1-S02_Cre.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 1-S03_DNT.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 1-S04_Cre.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 1-S05_DNT.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 1-S06_Cre.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 2b-S01_Cre1.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 2b-S02_DNT2.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 2b-S03_Cre3.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 2b-S04_DNT4.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 2b-S05_Cre5.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 2b-S06_DNT6.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 2b-S07_Cre7.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 2b-S08_DNT8.mzML
raw MS data Mielenz mzML
B cells_DNT_GPL analysis 2b-S10_DNT10.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 29 rows!
Extracted information for 29 samples.
Processing  ST002657
Initiating REDU-table generation for AN004329
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217015907.raw
90218015907.raw
90222015907.raw
90223015907.raw
90225015907.raw
90227015907.raw
90229015907.raw
90232015907.raw
90237015907.raw
90239015907.raw
90245015907.raw
90248015907.raw
90251015907.raw
90252015907.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1483/3150 [1:55:25<1:12:28,  2.61s/it]
90254015907.raw
90258015907.raw
90259015907.raw
90265015907.raw
90266015907.raw
90267015907.raw
90280015907.raw
90281015907.raw
90283015907.raw
90289015907.raw
90292015907.raw
90406015907.raw
90410015907.raw
90412015907.raw
90416015907.raw
90420015907.raw
90421015907.raw
90422015907.raw
90423015907.raw
90426015907.raw
90430015907.raw
90439015907.raw
90441015907.raw
90444015907.raw
90449015907.raw
90450015907.raw
90559015907.raw
90560015907.raw
90564015907.raw
90567015907.raw
90571015907.raw
90576015907.raw
90578015907.raw
90581015907.raw
90585015907.raw
90587015907.raw
IPE_Reference_Kidney.raw
IPE_Reference_Kidney02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Kidney.raw
SED_Reference_Kidney02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST000734
No raw data detected. Ignoring ST000734
Processing  ST000100
Initiating REDU-table generation for AN000165
Rest length is 48
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/48 [00:00<?, ?it/s]

Mapping potential matches:  56%|█████▋    | 27/48 [00:00<00:00, 260.81it/s]
Mapping potential matches: 100%|██████████| 48/48 [00:00<00:00, 261.07it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000166
Rest length is 48
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/48 [00:00<?, ?it/s]

Mapping potential matches:  56%|█████▋    | 27/48 [00:00<00:00, 260.48it/s]
Mapping potential matches: 100%|██████████| 48/48 [00:00<00:00, 260.44it/s]

 47%|████▋     | 1485/3150 [1:55:26<52:23,  1.89s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1487/3150 [1:57:32<10:42:45, 23.19s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1489/3150 [1:58:02<9:25:40, 20.43s/it] analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003326
No raw data detected. Ignoring ST003326
Processing  ST002429
Initiating REDU-table generation for AN003953
Rest length is 80
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003954
Rest length is 80
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
OilPalm_Salt_05_07DAT_R1_NEG.mzXML
OilPalm_Salt_05_07DAT_R1_POS.mzXML
OilPalm_Salt_05_07DAT_R2_NEG.mzXML
OilPalm_Salt_05_07DAT_R2_POS.mzXML
OilPalm_Salt_05_07DAT_R3_NEG.mzXML
OilPalm_Salt_05_07DAT_R3_POS.mzXML
OilPalm_Salt_05_07DAT_R4_NEG.mzXML
OilPalm_Salt_05_07DAT_R4_POS.mzXML
OilPalm_Salt_05_14DAT_R1_NEG.mzXML
OilPalm_Salt_05_14DAT_R1_POS.mzXML
OilPalm_Salt_05_14DAT_R2_NEG.mzXML
OilPalm_Salt_05_14DAT_R2_POS.mzXML
OilPalm_Salt_05_14DAT_R3_NEG.mzXML
OilPalm_Salt_05_14DAT_R3_POS.mzXML
OilPalm_Salt_05_14DAT_R4_NEG.mzXML
OilPalm_Salt_05_14DAT_R4_POS.mzXML
OilPalm_Salt_10_07DAT_R1_NEG.mzXML
OilPalm_Salt_10_07DAT_R1_POS.mzXML
OilPalm_Salt_10_07DAT_R2_NEG.mzXML
OilPalm_Salt_10_07DAT_R2_POS.mzXML
OilPalm_Salt_10_07DAT_R3_NEG.mzXML
OilPalm_Salt_10_07DAT_R3_POS.mzXML
OilPalm_Salt_10_07DAT_R4_NEG.mzXML
OilPalm_Salt_10_07DAT_R4_POS.mzXML
OilPalm_Salt_10_14DAT_R1_NEG.mzXML
OilPalm_Salt_10_14DAT_R1_POS.mzXML
OilPalm_Salt_10_14DAT_R2_NEG.mzXML
OilPalm_Salt_10_14DAT_R2_POS.mzXML
OilPalm_Salt_10_14DAT_R3_NEG.mzXML
OilPalm_Salt_10_14DAT_R3_POS.mzXML
OilPalm_Salt_10_14DAT_R4_NEG.mzXML
OilPalm_Salt_10_14DAT_R4_POS.mzXML
OilPalm_Salt_15_07DAT_R1_NEG.mzXML
OilPalm_Salt_15_07DAT_R1_POS.mzXML
OilPalm_Salt_15_07DAT_R2_NEG.mzXML
OilPalm_Salt_15_07DAT_R2_POS.mzXML
OilPalm_Salt_15_07DAT_R3_NEG.mzXML
OilPalm_Salt_15_07DAT_R3_POS.mzXML
OilPalm_Salt_15_07DAT_R4_NEG.mzXML
OilPalm_Salt_15_07DAT_R4_POS.mzXML
OilPalm_Salt_15_14DAT_R1_NEG.mzXML
OilPalm_Salt_15_14DAT_R1_POS.mzXML
OilPalm_Salt_15_14DAT_R2_NEG.mzXML
OilPalm_Salt_15_14DAT_R2_POS.mzXML
OilPalm_Salt_15_14DAT_R3_NEG.mzXML
OilPalm_Salt_15_14DAT_R3_POS.mzXML
OilPalm_Salt_15_14DAT_R4_NEG.mzXML
OilPalm_Salt_15_14DAT_R4_POS.mzXML
OilPalm_Salt_20_07DAT_R1_NEG.mzXML
OilPalm_Salt_20_07DAT_R1_POS.mzXML
OilPalm_Salt_20_07DAT_R2_NEG.mzXML
OilPalm_Salt_20_07DAT_R2_POS.mzXML
OilPalm_Salt_20_07DAT_R3_NEG.mzXML
OilPalm_Salt_20_07DAT_R3_POS.mzXML
OilPalm_Salt_20_07DAT_R4_NEG.mzXML
OilPalm_Salt_20_07DAT_R4_POS.mzXML
OilPalm_Salt_20_14DAT_R1_NEG.mzXML
OilPalm_Salt_20_14DAT_R1_POS.mzXML
OilPalm_Salt_20_14DAT_R2_NEG.mzXML
OilPalm_Salt_20_14DAT_R2_POS.mzXML
OilPalm_Salt_20_14DAT_R3_NEG.mzXML
OilPalm_Salt_20_14DAT_R3_POS.mzXML
OilPalm_Salt_20_14DAT_R4_NEG.mzXML
OilPalm_Salt_20_14DAT_R4_POS.mzXML
OilPalm_Salt_Control_07DAT_R1_NEG.mzXML
OilPalm_Salt_Control_07DAT_R1_POS.mzXML
OilPalm_Salt_Control_07DAT_R2_NEG.mzXML
OilPalm_Salt_Control_07DAT_R2_POS.mzXML
OilPalm_Salt_Control_07DAT_R3_NEG.mzXML
OilPalm_Salt_Control_07DAT_R3_POS.mzXML
OilPalm_Salt_Control_07DAT_R4_NEG.mzXML
OilPalm_Salt_Control_07DAT_R4_POS.mzXML
OilPalm_Salt_Control_14DAT_R1_NEG.mzXML
OilPalm_Salt_Control_14DAT_R1_POS.mzXML
OilPalm_Salt_Control_14DAT_R2_NEG.mzXML
OilPalm_Salt_Control_14DAT_R2_POS.mzXML
OilPalm_Salt_Control_14DAT_R3_NEG.mzXML
OilPalm_Salt_Control_14DAT_R3_POS.mzXML
OilPalm_Salt_Control_14DAT_R4_NEG.mzXML
OilPalm_Salt_Control_14DAT_R4_POS.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 80
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST000687
No raw data detected. Ignoring ST000687
Processing  ST002788
Initiating REDU-table generation for AN004536
Rest length is 24
no raw file key found.
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004537
Rest length is 24
no raw file key found.
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
190715_Smp_FK180310S62C1-25m_A.mzML
190715_Smp_FK180310S62C1-25m_B.mzML
190715_Smp_FK180310S62C1-25m_C.mzML
190715_Smp_FK180310S62C1-DCM_A.mzML
190715_Smp_FK180310S62C1-DCM_B.mzML
190715_Smp_FK180310S62C1-DCM_C.mzML
190715_Smp_FK180310S64C1-25m_A.mzML
190715_Smp_FK180310S64C1-25m_B.mzML
190715_Smp_FK180310S64C1-25m_C.mzML
190715_Smp_FK180310S64C1-DCM_A.mzML
190715_Smp_FK180310S64C1-DCM_B.mzML
190715_Smp_FK180310S64C1-DCM_C.mzML
190715_Smp_FK180310S77C1-25m_A.mzML
190715_Smp_FK180310S77C1-25m_B.mzML
190715_Smp_FK180310S77C1-25m_C.mzML
190715_Smp_FK180310S77C1-DCM_A.mzML
190715_Smp_FK180310S77C1-DCM_B.mzML
190715_Smp_FK180310S77C1-DCM_C.mzML
190715_Smp_FK180310S80C1-25m_A.mzML
190715_Smp_FK180310S80C1-25m_B.mzML
190715_Smp_FK180310S80C1-25m_C.mzML
190715_Smp_FK180310S80C1-DCM_A.mzML
190715_Smp_FK180310S80C1-DCM_B.mzML
190715_Smp_FK180310S80C1-DCM_C.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 24
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST000593
Initiating REDU-table generation for AN000909
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 1375.44it/s]

 47%|████▋     | 1490/3150 [1:58:02<7:40:14, 16.64s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1491/3150 [1:58:05<6:14:37, 13.55s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001649
Initiating REDU-table generation for AN002695
Rest length is 42
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Agilent GC 6890|MS:5973: missing value
SubjectIdentifierAsRecorded:
  : missing value
EMB_GCMS_raw data.AIA
A-1.CDF
EMB_GCMS_raw data.AIA
A-10.CDF
EMB_GCMS_raw data.AIA
A-11.CDF
EMB_GCMS_raw data.AIA
A-12.CDF
EMB_GCMS_raw data.AIA
A-13.CDF
EMB_GCMS_raw data.AIA
A-14.CDF
EMB_GCMS_raw data.AIA
A-15.CDF
EMB_GCMS_raw data.AIA
A-16.CDF
EMB_GCMS_raw data.AIA
A-17.CDF
EMB_GCMS_raw data.AIA
A-18.CDF
EMB_GCMS_raw data.AIA
A-2.CDF
EMB_GCMS_raw data.AIA
A-20.CDF
EMB_GCMS_raw data.AIA
A-22.CDF
EMB_GCMS_raw data.AIA
A-23.CDF
EMB_GCMS_raw data.AIA
A-24.CDF
EMB_GCMS_raw data.AIA
A-25.CDF
EMB_GCMS_raw data.AIA
A-26.CDF
EMB_GCMS_raw data.AIA
A-27.CDF
EMB_GCMS_raw data.AIA
A-3.CDF
EMB_GCMS_raw data.AIA
A-4.CDF
EMB_GCMS_raw data.AIA
A-5.CDF
EMB_GCMS_raw data.AIA
A-6.CDF
EMB_GCMS_raw data.AIA
A-7.CDF
EMB_GCMS_raw data.AIA
A-8.CDF
EMB_GCMS_raw data.AIA
A-9.CDF
EMB_GCMS_raw data.AIA
B-1.CDF
EMB_GCMS_raw data.AIA
B-10.CDF
EMB_GCMS_raw data.AIA
B-11.CDF
EMB_GCMS_raw data.AIA
B-12.CDF
EMB_GCMS_raw data.AIA
B-13.CDF
EMB_GCMS_raw data.AIA
B-14.CDF
EMB_GCMS_raw data.AIA
B-15.CDF
EMB_GCMS_raw data.AIA
B-16.CDF
EMB_GCMS_raw data.AIA
B-17.CDF
EMB_GCMS_raw data.AIA
B-18.CDF
EMB_GCMS_raw data.AIA
B-3.CDF
EMB_GCMS_raw data.AIA
B-4.CDF
EMB_GCMS_raw data.AIA
B-5.CDF
EMB_GCMS_raw data.AIA
B-6.CDF
EMB_GCMS_raw data.AIA
B-7.CDF
EMB_GCMS_raw data.AIA
B-8.CDF
EMB_GCMS_raw data.AIA
B-9.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 42 rows!
Extracted information for 42 samples.
Processing  ST000827
No raw data detected. Ignoring ST000827
Processing  ST002725
Initiating REDU-table generation for AN004416
Rest length is 29
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/29 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 29/29 [00:00<00:00, 437.80it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004417
Rest length is 29
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/29 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 29/29 [00:00<00:00, 425.62it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1493/3150 [1:58:08<4:08:10,  8.99s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PBMC
Negative
F2-94-01-.raw
PBMC
Negative
F2-94-02-.raw
PBMC
Negative
F2-94-03-.raw
PBMC
Negative
F2-94-04-.raw
PBMC
Negative
F2-94-05-.raw
PBMC
Negative
F2-94-06-.raw
PBMC
Negative
F2-94-07-.raw
PBMC
Negative
F2-94-08-.raw
PBMC
Negative
F2-94-09-.raw
PBMC
Negative
F2-94-10-.raw
PBMC
Negative
F2-94-11-.raw
PBMC
Negative
F2-94-12-.raw
PBMC
Negative
F2-94-13-.raw
PBMC
Negative
F2-94-14-.raw
PBMC
Negative
F2-94-15-.raw
PBMC
Negative
F2-94-16-.raw
PBMC
Negative
F2-94-17-.raw
PBMC
Negative
F2-94-18-.raw
PBMC
Negative
F2-94-19-.raw
PBMC
Negative
F2-94-20-.raw
PBMC
Negative
F2-94-21-.raw
PBMC
Negative
F2-94-22-.raw
PBMC
Negative
F2-94-23-.raw
PBMC
Negative
F2-94-24-.raw
PBMC
Negative
F2-94-25-.raw
PBMC
Negative
F2-94-26-.raw
PBMC
Negative
F2-94-27-.raw
PBMC
Negative
F2-94-28-.raw
PBMC
Negative
F2-94-29-.raw
PBMC
Positive
F2-94-01+.raw
PBMC
Positive
F2-94-02+.raw
PBMC
Positive
F2-94-03+.raw
PBMC
Positive
F2-94-04+.raw
PBMC
Positive
F2-94-05+.raw
PBMC
Positive
F2-94-06+.raw
PBMC
Positive
F2-94-07+.raw
PBMC
Positive
F2-94-08+.raw
PBMC
Positive
F2-94-09+.raw
PBMC
Positive
F2-94-10+.raw
PBMC
Positive
F2-94-11+.raw
PBMC
Positive
F2-94-12+.raw
PBMC
Positive
F2-94-13+.raw
PBMC
Positive
F2-94-14+.raw
PBMC
Positive
F2-94-15+.raw
PBMC
Positive
F2-94-16+.raw
PBMC
Positive
F2-94-17+.raw
PBMC
Positive
F2-94-18+.raw
PBMC
Positive
F2-94-19+.raw
PBMC
Positive
F2-94-20+.raw
PBMC
Positive
F2-94-21+.raw
PBMC
Positive
F2-94-22+.raw
PBMC
Positive
F2-94-23+.raw
PBMC
Positive
F2-94-24+.raw
PBMC
Positive
F2-94-25+.raw
PBMC
Positive
F2-94-26+.raw
PBMC
Positive
F2-94-27+.raw
PBMC
Positive
F2-94-28+.raw
PBMC
Positive
F2-94-29+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 58 rows!
Extracted information for 58 samples.
Processing  ST001629
No raw data detected. Ignoring ST001629
Processing  ST001662
Initiating REDU-table generation for AN002713
Rest length is 90
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
share
.metabftp
.produpload
2084
DataTrackID2413
mv08618_05.mzXML
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DataTrackID2413
mv08618_08.mzXML
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
mv08618_12.mzXML
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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DataTrackID2413
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share/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 47%|████▋     | 1495/3150 [1:58:11<2:55:18,  6.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1498/3150 [1:58:13<1:48:44,  3.95s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1499/3150 [1:58:17<1:48:29,  3.94s/it]
.metabftp
.produpload
2084
DataTrackID2413
mv08618_98.mzXML
share
.metabftp
.produpload
2084
DataTrackID2413
mv08618_99.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 90 rows!
Extracted information for 90 samples.
Processing  ST000667
No raw data detected. Ignoring ST000667
Processing  ST000857
No raw data detected. Ignoring ST000857
Processing  ST001606
Initiating REDU-table generation for AN002639
Rest length is 38
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
314720 raw data files
170306bOEsa01_2.cdf
314720 raw data files
170306bOEsa02_2.cdf
314720 raw data files
170306bOEsa03_2.cdf
314720 raw data files
170306bOEsa04_2.cdf
314720 raw data files
170306bOEsa05_2.cdf
314720 raw data files
170306bOEsa06_2.cdf
314720 raw data files
170306bOEsa08_2.cdf
314720 raw data files
170306bOEsa09_2.cdf
314720 raw data files
170306bOEsa10_2.cdf
314720 raw data files
170306bOEsa11_2.cdf
314720 raw data files
170306bOEsa12_2.cdf
314720 raw data files
170306bOEsa13_2.cdf
314720 raw data files
170306bOEsa14_2.cdf
314720 raw data files
170306bOEsa16_2.cdf
314720 raw data files
170306bOEsa17_2.cdf
314720 raw data files
170306bOEsa18_2.cdf
314720 raw data files
170306bOEsa19_2.cdf
314720 raw data files
170306bOEsa20_1.cdf
314720 raw data files
170306bOEsa21_1.cdf
314720 raw data files
170306bOEsa22_1.cdf
314720 raw data files
170306bOEsa23_1.cdf
314720 raw data files
170306bOEsa24_1.cdf
314720 raw data files
170306bOEsa25_1.cdf
314720 raw data files
170306bOEsa26_1.cdf
314720 raw data files
170306bOEsa27_1.cdf
314720 raw data files
170306bOEsa28_1.cdf
314720 raw data files
170306bOEsa29_1.cdf
314720 raw data files
170306bOEsa30_3.cdf
314720 raw data files
170306bOEsa31_3.cdf
314720 raw data files
170306bOEsa32_3.cdf
314720 raw data files
170306bOEsa33_3.cdf
314720 raw data files
170306bOEsa34_3.cdf
314720 raw data files
170306bOEsa35_3.cdf
314720 raw data files
170306bOEsa36_3.cdf
314720 raw data files
170306bOEsa37_3.cdf
314720 raw data files
170306bOEsa38_3.cdf
314720 raw data files
170306bOEsa39_3.cdf
314720 raw data files
170306bOEsa40_3.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 38 rows!
Extracted information for 38 samples.
Processing  ST002011
Initiating REDU-table generation for AN003277
Rest length is 27
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003278
Rest length is 27
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003279
Rest length is 27
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
ATQ1.mzXML
ATQ2.mzXML
ATQ3.mzXML
Blank1.mzXML
Blank2.mzXML
Blank3.mzXML
KAI407-1.mzXML
KAI407-2.mzXML
KAI407-3.mzXML
MLN1028_1.mzXML
MLN1028_2.mzXML
MLN1028_3.mzXML
MMV030084-1.mzXML
MMV030084-2.mzXML
MMV030084-3.mzXML
MMV1900328_1.mzXML
MMV1900328_2.mzXML
MMV1900328_3.mzXML
MMV652103_1.mzXML
MMV652103_2.mzXML
MMV652103_3.mzXML
ND1.mzXML
ND2.mzXML
ND3.mzXML
Pool1.mzXML
Pool2.mzXML
Pool3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST002559
Initiating REDU-table generation for AN004218
Rest length is 279
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
VCSIP_B_1.raw
VCSIP_B_10.raw
VCSIP_B_11.raw
VCSIP_B_12.raw
VCSIP_B_13.raw
VCSIP_B_14.raw
VCSIP_B_15.raw
VCSIP_B_16.raw
VCSIP_B_17.raw
VCSIP_B_18.raw
VCSIP_B_19.raw
VCSIP_B_2.raw
VCSIP_B_20.raw
VCSIP_B_3.raw
VCSIP_B_4.raw
VCSIP_B_5.raw
VCSIP_B_6.raw
VCSIP_B_7.raw
VCSIP_B_8.raw
VCSIP_B_9.raw
VCSIP_CHEAR_U_1.raw
VCSIP_CHEAR_U_10.raw
VCSIP_CHEAR_U_2.raw
VCSIP_CHEAR_U_3.raw
VCSIP_CHEAR_U_4.raw
VCSIP_CHEAR_U_5.raw
VCSIP_CHEAR_U_6.raw
VCSIP_CHEAR_U_7.raw
VCSIP_CHEAR_U_8.raw
VCSIP_CHEAR_U_9.raw
VCSIP_HHEAR_U1_1.raw
VCSIP_HHEAR_U1_10.raw
VCSIP_HHEAR_U1_2.raw
VCSIP_HHEAR_U1_3.raw
VCSIP_HHEAR_U1_4.raw
VCSIP_HHEAR_U1_5.raw
VCSIP_HHEAR_U1_6.raw
VCSIP_HHEAR_U1_7.raw
VCSIP_HHEAR_U1_8.raw
VCSIP_HHEAR_U1_9.raw
VCSIP_HHEAR_U2_1.raw
VCSIP_HHEAR_U2_10.raw
VCSIP_HHEAR_U2_2.raw
VCSIP_HHEAR_U2_3.raw
VCSIP_HHEAR_U2_4.raw
VCSIP_HHEAR_U2_5.raw
VCSIP_HHEAR_U2_6.raw
VCSIP_HHEAR_U2_7.raw
VCSIP_HHEAR_U2_8.raw
VCSIP_HHEAR_U2_9.raw
VCSIP_NIST_3672_1.raw
VCSIP_NIST_3672_2.raw
VCSIP_NIST_3672_3.raw
VCSIP_NIST_3672_4.raw
VCSIP_NIST_3672_5.raw
VCSIP_NIST_3672_6.raw
VCSIP_NIST_3672_7.raw
VCSIP_NIST_3672_8.raw
VCSIP_NIST_3672_9.raw
VCSIP_SP_1.raw
VCSIP_SP_10.raw
VCSIP_SP_11.raw
VCSIP_SP_12.raw
VCSIP_SP_13.raw
VCSIP_SP_14.raw
VCSIP_SP_15.raw
VCSIP_SP_16.raw
VCSIP_SP_17.raw
VCSIP_SP_18.raw
VCSIP_SP_19.raw
VCSIP_SP_2.raw
VCSIP_SP_20.raw
VCSIP_SP_3.raw
VCSIP_SP_4.raw
VCSIP_SP_5.raw
VCSIP_SP_6.raw
VCSIP_SP_7.raw
VCSIP_SP_8.raw
VCSIP_SP_9.raw
VCSIP_S_1.raw
VCSIP_S_10.raw
VCSIP_S_100.raw
VCSIP_S_101.raw
VCSIP_S_102.raw
VCSIP_S_103.raw
VCSIP_S_104.raw
VCSIP_S_105.raw
VCSIP_S_106.raw
VCSIP_S_107.raw
VCSIP_S_108.raw
VCSIP_S_109.raw
VCSIP_S_11.raw
VCSIP_S_110.raw
VCSIP_S_111.raw
VCSIP_S_112.raw
VCSIP_S_113.raw
VCSIP_S_114.raw
VCSIP_S_115.raw
VCSIP_S_116.raw
VCSIP_S_117.raw
VCSIP_S_118.raw
VCSIP_S_119.raw
VCSIP_S_12.raw
VCSIP_S_120.raw
VCSIP_S_121.raw
VCSIP_S_122.raw
VCSIP_S_123.raw
VCSIP_S_124.raw
VCSIP_S_125.raw
VCSIP_S_126.raw
VCSIP_S_127.raw
VCSIP_S_128.raw
VCSIP_S_129.raw
VCSIP_S_13.raw
VCSIP_S_130.raw
VCSIP_S_131.raw
VCSIP_S_132.raw
VCSIP_S_133.raw
VCSIP_S_134.raw
VCSIP_S_135.raw
VCSIP_S_136.raw
VCSIP_S_137.raw
VCSIP_S_138.raw
VCSIP_S_139.raw
VCSIP_S_14.raw
VCSIP_S_140.raw
VCSIP_S_141.raw
VCSIP_S_142.raw
VCSIP_S_143.raw
VCSIP_S_144.raw
VCSIP_S_145.raw
VCSIP_S_146.raw
VCSIP_S_147.raw
VCSIP_S_148.raw
VCSIP_S_149.raw
VCSIP_S_15.raw
VCSIP_S_150.raw
VCSIP_S_151.raw
VCSIP_S_152.raw
VCSIP_S_153.raw
VCSIP_S_154.raw
VCSIP_S_155.raw
VCSIP_S_156.raw
VCSIP_S_157.raw
VCSIP_S_158.raw
VCSIP_S_159.raw
VCSIP_S_16.raw
VCSIP_S_160.raw
VCSIP_S_161.raw
VCSIP_S_162.raw
VCSIP_S_163.raw
VCSIP_S_164.raw
VCSIP_S_165.raw
VCSIP_S_166.raw
VCSIP_S_167.raw
VCSIP_S_168.raw
VCSIP_S_169.raw
VCSIP_S_17.raw
VCSIP_S_170.raw
VCSIP_S_171.raw
VCSIP_S_172.raw
VCSIP_S_173.raw
VCSIP_S_174.raw
VCSIP_S_175.raw
VCSIP_S_176.raw
VCSIP_S_177.raw
VCSIP_S_178.raw
VCSIP_S_179.raw
VCSIP_S_18.raw
VCSIP_S_180.raw
VCSIP_S_181.raw
VCSIP_S_182.raw
VCSIP_S_183.raw
VCSIP_S_184.raw
VCSIP_S_185.raw
VCSIP_S_186.raw
VCSIP_S_187.raw
VCSIP_S_188.raw
VCSIP_S_189.raw
VCSIP_S_19.raw
VCSIP_S_190.raw
VCSIP_S_191.raw
VCSIP_S_192.raw
VCSIP_S_193.raw
VCSIP_S_194.raw
VCSIP_S_195.raw
VCSIP_S_196.raw
VCSIP_S_197.raw
VCSIP_S_198.raw
VCSIP_S_199.raw
VCSIP_S_2.raw
VCSIP_S_20.raw
VCSIP_S_200.raw
VCSIP_S_21.raw
VCSIP_S_22.raw
VCSIP_S_23.raw
VCSIP_S_24.raw
VCSIP_S_25.raw
VCSIP_S_26.raw
VCSIP_S_27.raw
VCSIP_S_28.raw
VCSIP_S_29.raw
VCSIP_S_3.raw
VCSIP_S_30.raw
VCSIP_S_31.raw
VCSIP_S_32.raw
VCSIP_S_33.raw
VCSIP_S_34.raw
VCSIP_S_35.raw
VCSIP_S_36.raw
VCSIP_S_37.raw
VCSIP_S_38.raw
VCSIP_S_39.raw
VCSIP_S_4.raw
VCSIP_S_40.raw
VCSIP_S_41.raw
VCSIP_S_42.raw
VCSIP_S_43.raw
VCSIP_S_44.raw
VCSIP_S_45.raw
VCSIP_S_46.raw
VCSIP_S_47.raw
VCSIP_S_48.raw
VCSIP_S_49.raw
VCSIP_S_5.raw
VCSIP_S_50.raw
VCSIP_S_51.raw
VCSIP_S_52.raw
VCSIP_S_53.raw
VCSIP_S_54.raw
VCSIP_S_55.raw
VCSIP_S_56.raw
VCSIP_S_57.raw
VCSIP_S_58.raw
VCSIP_S_59.raw
VCSIP_S_6.raw
VCSIP_S_60.raw
VCSIP_S_61.raw
VCSIP_S_62.raw
VCSIP_S_63.raw
VCSIP_S_64.raw
VCSIP_S_65.raw
VCSIP_S_66.raw
VCSIP_S_67.raw
VCSIP_S_68.raw
VCSIP_S_69.raw
VCSIP_S_7.raw
VCSIP_S_70.raw
VCSIP_S_71.raw
VCSIP_S_72.raw
VCSIP_S_73.raw
VCSIP_S_74.raw
VCSIP_S_75.raw
VCSIP_S_76.raw
VCSIP_S_77.raw
VCSIP_S_78.raw
VCSIP_S_79.raw
VCSIP_S_8.raw
VCSIP_S_80.raw
VCSIP_S_81.raw
VCSIP_S_82.raw
VCSIP_S_83.raw
VCSIP_S_84.raw
VCSIP_S_85.raw
VCSIP_S_86.raw
VCSIP_S_87.raw
VCSIP_S_88.raw
VCSIP_S_89.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1500/3150 [1:58:21<1:49:43,  3.99s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1501/3150 [1:58:24<1:43:37,  3.77s/it]
VCSIP_S_9.raw
VCSIP_S_90.raw
VCSIP_S_91.raw
VCSIP_S_92.raw
VCSIP_S_93.raw
VCSIP_S_94.raw
VCSIP_S_95.raw
VCSIP_S_96.raw
VCSIP_S_97.raw
VCSIP_S_98.raw
VCSIP_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 279 rows!
Extracted information for 279 samples.
Processing  ST002665
Initiating REDU-table generation for AN004337
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0338m_MoTrPAC_PASS1B_HP-PREFA01.raw
0338n_MoTrPAC_PASS1B_HP-PREFB01.raw
0338o_MoTrPAC_PASS1B_HP-Sed01-SPL.raw
0338p_MoTrPAC_PASS1B_HP-Sed02-SPL.raw
0338q_MoTrPAC_PASS1B_HP-IPE01-SPL.raw
0338r_MoTrPAC_PASS1B_HP-IPE02-SPL.raw
0339_MoTrPAC_PASS1B_HP-90217016203-SPL.raw
0340_MoTrPAC_PASS1B_HP-90218016203-SPL.raw
0341_MoTrPAC_PASS1B_HP-90222016203-SPL.raw
0342_MoTrPAC_PASS1B_HP-90223016203-SPL.raw
0343_MoTrPAC_PASS1B_HP-90225016203-SPL.raw
0344_MoTrPAC_PASS1B_HP-90227016203-SPL.raw
0345_MoTrPAC_PASS1B_HP-90229016203-SPL.raw
0346_MoTrPAC_PASS1B_HP-90232016203-SPL.raw
0347_MoTrPAC_PASS1B_HP-90237016203-SPL.raw
0348_MoTrPAC_PASS1B_HP-90239016203-SPL.raw
0349_MoTrPAC_PASS1B_HP-90245016203-SPL.raw
0350_MoTrPAC_PASS1B_HP-90248016203-SPL.raw
0351_MoTrPAC_PASS1B_HP-90251016203-SPL.raw
0352_MoTrPAC_PASS1B_HP-90252016203-SPL.raw
0353_MoTrPAC_PASS1B_HP-90254016203-SPL.raw
0354_MoTrPAC_PASS1B_HP-90258016203-SPL.raw
0355_MoTrPAC_PASS1B_HP-90259016203-SPL.raw
0356_MoTrPAC_PASS1B_HP-90265016203-SPL.raw
0357_MoTrPAC_PASS1B_HP-90266016203-SPL.raw
0358_MoTrPAC_PASS1B_HP-90267016203-SPL.raw
0358a_MoTrPAC_PASS1B_HP-PREFA02.raw
0358b_MoTrPAC_PASS1B_HP-PREFB02.raw
0359_MoTrPAC_PASS1B_HP-90280016203-SPL.raw
0360_MoTrPAC_PASS1B_HP-90281016203-SPL.raw
0361_MoTrPAC_PASS1B_HP-90283016203-SPL.raw
0362_MoTrPAC_PASS1B_HP-90289016203-SPL.raw
0363_MoTrPAC_PASS1B_HP-90292016203-SPL.raw
0364_MoTrPAC_PASS1B_HP-90406016203-SPL.raw
0365_MoTrPAC_PASS1B_HP-90410016203-SPL.raw
0366_MoTrPAC_PASS1B_HP-90412016203-SPL.raw
0367_MoTrPAC_PASS1B_HP-90416016203-SPL.raw
0368_MoTrPAC_PASS1B_HP-90420016203-SPL.raw
0369_MoTrPAC_PASS1B_HP-90421016203-SPL.raw
0370_MoTrPAC_PASS1B_HP-90422016203-SPL.raw
0371_MoTrPAC_PASS1B_HP-90423016203-SPL.raw
0372_MoTrPAC_PASS1B_HP-90426016203-SPL.raw
0373_MoTrPAC_PASS1B_HP-90430016203-SPL.raw
0374_MoTrPAC_PASS1B_HP-90439016203-SPL.raw
0375_MoTrPAC_PASS1B_HP-90441016203-SPL.raw
0376_MoTrPAC_PASS1B_HP-90444016203-SPL.raw
0377_MoTrPAC_PASS1B_HP-90449016203-SPL.raw
0378_MoTrPAC_PASS1B_HP-90450016203-SPL.raw
0378a_MoTrPAC_PASS1B_HP-PREFA03.raw
0378b_MoTrPAC_PASS1B_HP-PREFB03.raw
0379_MoTrPAC_PASS1B_HP-90559016203-SPL.raw
0380_MoTrPAC_PASS1B_HP-90560016203-SPL.raw
0381_MoTrPAC_PASS1B_HP-90564016203-SPL.raw
0382_MoTrPAC_PASS1B_HP-90567016203-SPL.raw
0383_MoTrPAC_PASS1B_HP-90571016203-SPL.raw
0384_MoTrPAC_PASS1B_HP-90576016203-SPL.raw
0385_MoTrPAC_PASS1B_HP-90578016203-SPL.raw
0386_MoTrPAC_PASS1B_HP-90581016203-SPL.raw
0387_MoTrPAC_PASS1B_HP-90585016203-SPL.raw
0388_MoTrPAC_PASS1B_HP-90587016203-SPL.raw
0388a_MoTrPAC_PASS1B_HP-Sed03-SPL.raw
0388b_MoTrPAC_PASS1B_HP-Sed04-SPL.raw
0388c_MoTrPAC_PASS1B_HP-IPE03-SPL.raw
0388d_MoTrPAC_PASS1B_HP-IPE04-SPL.raw
0388e_MoTrPAC_PASS1B_HP-PREFA04.raw
0388f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST002504
No raw data detected. Ignoring ST002504
Processing  ST001896
No raw data detected. Ignoring ST001896
Processing  ST002510
Initiating REDU-table generation for AN004133
Rest length is 152
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004134
Rest length is 152
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
GL
GL_NEG_Ctrl_B3_1.raw
GL
GL_NEG_Ctrl_B3_2.raw
GL
GL_NEG_Ctrl_B3_3.raw
GL
GL_NEG_Ctrl_D9_1.raw
GL
GL_NEG_Ctrl_D9_2.raw
GL
GL_NEG_Ctrl_D9_3.raw
GL
GL_NEG_Ctrl_F5_1.raw
GL
GL_NEG_Ctrl_F5_2.raw
GL
GL_NEG_Ctrl_F5_3.raw
GL
GL_NEG_Ctrl_G12_1.raw
GL
GL_NEG_Ctrl_G12_2.raw
GL
GL_NEG_Ctrl_G12_3.raw
GL
GL_NEG_PTJ0086_1.raw
GL
GL_NEG_PTJ0086_2.raw
GL
GL_NEG_PTJ0086_3.raw
GL
GL_NEG_PTJ0087_1.raw
GL
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GL_POS_PTJ0090_3.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1504/3150 [1:58:32<1:26:57,  3.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1505/3150 [1:58:35<1:25:28,  3.12s/it]
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 571 rows!
Extracted information for 571 samples.
Processing  ST002391
Initiating REDU-table generation for AN003896
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
A01-01-4392.d
A01-02-4393.d
A03-02-4397.d
A04-01-4398.d
A06-02-4403.d
B01-01-4410.d
B01-02-4411.d
B02-01-4412.d
B04-01-4416.d
B06-02-4421.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST003315
Initiating REDU-table generation for AN005428
Rest length is 111
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/111 [00:00<?, ?it/s]

Mapping potential matches:  11%|█         | 12/111 [00:00<00:00, 111.00it/s]

Mapping potential matches:  22%|██▏       | 24/111 [00:00<00:00, 112.49it/s]

Mapping potential matches:  32%|███▏      | 36/111 [00:00<00:00, 113.21it/s]

Mapping potential matches:  43%|████▎     | 48/111 [00:00<00:00, 114.15it/s]

Mapping potential matches:  54%|█████▍    | 60/111 [00:00<00:00, 113.47it/s]

Mapping potential matches:  65%|██████▍   | 72/111 [00:00<00:00, 112.98it/s]

Mapping potential matches:  76%|███████▌  | 84/111 [00:00<00:00, 113.13it/s]

Mapping potential matches:  86%|████████▋ | 96/111 [00:00<00:00, 113.28it/s]

Mapping potential matches:  97%|█████████▋| 108/111 [00:00<00:00, 114.37it/s]
Mapping potential matches: 100%|██████████| 111/111 [00:00<00:00, 113.56it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005429
Rest length is 111
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/111 [00:00<?, ?it/s]

Mapping potential matches:  11%|█         | 12/111 [00:00<00:00, 115.29it/s]

Mapping potential matches:  22%|██▏       | 24/111 [00:00<00:00, 115.44it/s]

Mapping potential matches:  32%|███▏      | 36/111 [00:00<00:00, 116.45it/s]

Mapping potential matches:  43%|████▎     | 48/111 [00:00<00:00, 114.87it/s]

Mapping potential matches:  54%|█████▍    | 60/111 [00:00<00:00, 115.54it/s]

Mapping potential matches:  65%|██████▍   | 72/111 [00:00<00:00, 115.61it/s]

Mapping potential matches:  76%|███████▌  | 84/111 [00:00<00:00, 115.82it/s]

Mapping potential matches:  86%|████████▋ | 96/111 [00:00<00:00, 116.00it/s]

Mapping potential matches:  97%|█████████▋| 108/111 [00:00<00:00, 115.64it/s]
Mapping potential matches: 100%|██████████| 111/111 [00:00<00:00, 115.53it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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positive mode
AG-35_r105+.raw
AG-13 raw files
positive mode
AG-36_r102+.raw
AG-13 raw files
positive mode
AG-37_r73+.raw
AG-13 raw files
positive mode
AG-38_r67+.raw
AG-13 raw files
positive mode
AG-39_r108+.raw
AG-13 raw files
positive mode
AG-3_r39+.raw
AG-13 raw files
positive mode
AG-40_r10+.raw
AG-13 raw files
positive mode
AG-41_r35+.raw
AG-13 raw files
positive mode
AG-42_r1+.raw
AG-13 raw files
positive mode
AG-43_r79+.raw
AG-13 raw files
positive mode
AG-44_r84+.raw
AG-13 raw files
positive mode
AG-45_r30+.raw
AG-13 raw files
positive mode
AG-46_r111+.raw
AG-13 raw files
positive mode
AG-47_r7+.raw
AG-13 raw files
positive mode
AG-48_r74+.raw
AG-13 raw files
positive mode
AG-49_r41+.raw
AG-13 raw files
positive mode
AG-4_r85+.raw
AG-13 raw files
positive mode
AG-50_r63+.raw
AG-13 raw files
positive mode
AG-51_r25+.raw
AG-13 raw files
positive mode
AG-52_r36+.raw
AG-13 raw files
positive mode
AG-53_r55+.raw
AG-13 raw files
positive mode
AG-54_r40+.raw
AG-13 raw files
positive mode
AG-55_r12+.raw
AG-13 raw files
positive mode
AG-56_r65+.raw
AG-13 raw files
positive mode
AG-57_r44+.raw
AG-13 raw files
positive mode
AG-58_r16+.raw
AG-13 raw files
positive mode
AG-59_r76+.raw
AG-13 raw files
positive mode
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1506/3150 [1:58:42<1:47:01,  3.91s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1509/3150 [1:58:44<1:08:10,  2.49s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1510/3150 [1:58:49<1:16:23,  2.80s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1513/3150 [1:58:51<53:42,  1.97s/it]  
AG-5_r100+.raw
AG-13 raw files
positive mode
AG-60_r31+.raw
AG-13 raw files
positive mode
AG-61_r27+.raw
AG-13 raw files
positive mode
AG-62_r5+.raw
AG-13 raw files
positive mode
AG-63_r88+.raw
AG-13 raw files
positive mode
AG-64_r70+.raw
AG-13 raw files
positive mode
AG-65_r103+.raw
AG-13 raw files
positive mode
AG-66_r96+.raw
AG-13 raw files
positive mode
AG-67_r99+.raw
AG-13 raw files
positive mode
AG-68_r72+.raw
AG-13 raw files
positive mode
AG-69_r22+.raw
AG-13 raw files
positive mode
AG-6_r54+.raw
AG-13 raw files
positive mode
AG-70_r91+.raw
AG-13 raw files
positive mode
AG-71_r20+.raw
AG-13 raw files
positive mode
AG-72_r14+.raw
AG-13 raw files
positive mode
AG-73_r80+.raw
AG-13 raw files
positive mode
AG-74_r11+.raw
AG-13 raw files
positive mode
AG-75_r109+.raw
AG-13 raw files
positive mode
AG-76_r95+.raw
AG-13 raw files
positive mode
AG-77_r94+.raw
AG-13 raw files
positive mode
AG-78_r46+.raw
AG-13 raw files
positive mode
AG-79_r104+.raw
AG-13 raw files
positive mode
AG-7_r49+.raw
AG-13 raw files
positive mode
AG-80_r43+.raw
AG-13 raw files
positive mode
AG-81_r106+.raw
AG-13 raw files
positive mode
AG-82_r6+.raw
AG-13 raw files
positive mode
AG-83_r61+.raw
AG-13 raw files
positive mode
AG-84_r58+.raw
AG-13 raw files
positive mode
AG-85_r34+.raw
AG-13 raw files
positive mode
AG-86_r8+.raw
AG-13 raw files
positive mode
AG-87_r89+.raw
AG-13 raw files
positive mode
AG-88_r81+.raw
AG-13 raw files
positive mode
AG-89_r24+.raw
AG-13 raw files
positive mode
AG-8_r78+.raw
AG-13 raw files
positive mode
AG-90_r48+.raw
AG-13 raw files
positive mode
AG-91_r66+.raw
AG-13 raw files
positive mode
AG-92_r53+.raw
AG-13 raw files
positive mode
AG-93_r57+.raw
AG-13 raw files
positive mode
AG-94_r32+.raw
AG-13 raw files
positive mode
AG-95_r98+.raw
AG-13 raw files
positive mode
AG-96_r56+.raw
AG-13 raw files
positive mode
AG-97_r2+.raw
AG-13 raw files
positive mode
AG-98_r92+.raw
AG-13 raw files
positive mode
AG-99_r4+.raw
AG-13 raw files
positive mode
AG-9_r23+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 222 rows!
Extracted information for 222 samples.
Processing  ST003509
No raw data detected. Ignoring ST003509
Processing  ST001047
No raw data detected. Ignoring ST001047
Processing  ST003008
Initiating REDU-table generation for AN004939
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
13C_Cre_2h_neg_1.raw
13C_Cre_2h_neg_2.raw
13C_Cre_2h_neg_3.raw
13C_Cre_6h_neg_1.raw
13C_Cre_6h_neg_2.raw
13C_Cre_6h_neg_3.raw
13C_EV_2h_neg_1.raw
13C_EV_2h_neg_2.raw
13C_EV_2h_neg_3.raw
13C_EV_6h_neg_1.raw
13C_EV_6h_neg_2.raw
13C_EV_6h_neg_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000057
Initiating REDU-table generation for AN000095
Rest length is 71
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000057
149713_cdf
131124dlvsa01_1.cdf
ST000057
149713_cdf
131124dlvsa02_1.cdf
ST000057
149713_cdf
131124dlvsa03_1.cdf
ST000057
149713_cdf
131124dlvsa04_1.cdf
ST000057
149713_cdf
131124dlvsa05_2.cdf
ST000057
149713_cdf
131124dlvsa06_1.cdf
ST000057
149713_cdf
131124dlvsa07_1.cdf
ST000057
149713_cdf
131124dlvsa08_1.cdf
ST000057
149713_cdf
131124dlvsa09_1.cdf
ST000057
149713_cdf
131124dlvsa10_1.cdf
ST000057
149713_cdf
131124dlvsa11_2.cdf
ST000057
149713_cdf
131124dlvsa12_1.cdf
ST000057
149713_cdf
131124dlvsa13_1.cdf
ST000057
149713_cdf
131124dlvsa14_1.cdf
ST000057
149713_cdf
131124dlvsa15_2.cdf
ST000057
149713_cdf
131124dlvsa16_1.cdf
ST000057
149713_cdf
131124dlvsa17_1.cdf
ST000057
149713_cdf
131124dlvsa18_1.cdf
ST000057
149713_cdf
131124dlvsa19_1.cdf
ST000057
149713_cdf
131124dlvsa20_1.cdf
ST000057
149713_cdf
131124dlvsa21_1.cdf
ST000057
149713_cdf
131124dlvsa22_1.cdf
ST000057
149713_cdf
131124dlvsa23_1.cdf
ST000057
149713_cdf
131124dlvsa24_1.cdf
ST000057
149713_cdf
131124dlvsa25_1.cdf
ST000057
149713_cdf
131124dlvsa26_1.cdf
ST000057
149713_cdf
131124dlvsa27_1.cdf
ST000057
149713_cdf
131124dlvsa28_1.cdf
ST000057
149713_cdf
131124dlvsa29_1.cdf
ST000057
149713_cdf
131124dlvsa30_1.cdf
ST000057
149713_cdf
131124dlvsa31_2.cdf
ST000057
149713_cdf
131124dlvsa32_1.cdf
ST000057
149713_cdf
131124dlvsa33_1.cdf
ST000057
149713_cdf
131124dlvsa34_1.cdf
ST000057
149713_cdf
131124dlvsa35_1.cdf
ST000057
149713_cdf
131124dlvsa36_1.cdf
ST000057
149713_cdf
131124dlvsa37_1.cdf
ST000057
149713_cdf
131124dlvsa38_1.cdf
ST000057
149713_cdf
131124dlvsa39_1.cdf
ST000057
149713_cdf
131124dlvsa40_1.cdf
ST000057
149713_cdf
131124dlvsa41_1.cdf
ST000057
149713_cdf
131124dlvsa42_1.cdf
ST000057
149713_cdf
131124dlvsa43_1.cdf
ST000057
149713_cdf
131124dlvsa44_1.cdf
ST000057
149713_cdf
131124dlvsa45_1.cdf
ST000057
149713_cdf
131124dlvsa46_1.cdf
ST000057
149713_cdf
131124dlvsa47_1.cdf
ST000057
149713_cdf
131124dlvsa48_1.cdf
ST000057
149713_cdf
131124dlvsa49_1.cdf
ST000057
149713_cdf
131124dlvsa50_1.cdf
ST000057
149713_cdf
131125dlvsa01_1.cdf
ST000057
149713_cdf
131125dlvsa02_1.cdf
ST000057
149713_cdf
131125dlvsa03_1.cdf
ST000057
149713_cdf
131125dlvsa04_1.cdf
ST000057
149713_cdf
131125dlvsa05_1.cdf
ST000057
149713_cdf
131125dlvsa06_1.cdf
ST000057
149713_cdf
131125dlvsa07_1.cdf
ST000057
149713_cdf
131125dlvsa08_1.cdf
ST000057
149713_cdf
131125dlvsa09_1.cdf
ST000057
149713_cdf
131125dlvsa10_1.cdf
ST000057
149713_cdf
131125dlvsa11_1.cdf
ST000057
149713_cdf
131125dlvsa12_1.cdf
ST000057
149713_cdf
131125dlvsa13_1.cdf
ST000057
149713_cdf
131125dlvsa14_1.cdf
ST000057
149713_cdf
131125dlvsa15_1.cdf
ST000057
149713_cdf
131125dlvsa16_1.cdf
ST000057
149713_cdf
131125dlvsa17_1.cdf
ST000057
149713_cdf
131125dlvsa18_1.cdf
ST000057
149713_cdf
131125dlvsa19_1.cdf
ST000057
149713_cdf
131125dlvsa20_1.cdf
ST000057
149713_cdf
131125dlvsa21_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 71 rows!
Extracted information for 71 samples.
Processing  ST003522
No raw data detected. Ignoring ST003522
Processing  ST000091
No raw data detected. Ignoring ST000091
Processing  ST000495
Initiating REDU-table generation for AN000761
Rest length is 24
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MX194083 Honneffer_GC
Raw Data
141217actsa01_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa02_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa03_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa04_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa05_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa06_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa07_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa08_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa09_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa10_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa11_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa12_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa13_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa14_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa15_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa16_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa17_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa18_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa19_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa20_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa21_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa22_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa23_1.cdf
MX194083 Honneffer_GC
Raw Data
141217actsa24_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST001345
Initiating REDU-table generation for AN002239
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
223218_mwtab_IFNAR_Raw
Sample_Method1 (1).mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1514/3150 [1:58:54<57:42,  2.12s/it]
 48%|████▊     | 1516/3150 [1:58:54<39:14,  1.44s/it]
223218_mwtab_IFNAR_Raw
Sample_Method1 (10).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (11).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (12).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (13).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (14).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (15).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (16).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (17).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (18).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (19).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (2).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (20).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (21).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (22).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (23).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (24).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (25).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (26).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (27).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (28).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (29).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (3).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (30).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (31).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (32).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (33).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (34).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (35).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (36).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (37).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (38).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (39).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (4).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (40).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (41).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (42).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (43).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (44).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (45).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (46).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (47).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (48).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (5).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (6).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (7).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (8).mzML
223218_mwtab_IFNAR_Raw
Sample_Method1 (9).mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002165
No raw data detected. Ignoring ST002165
Processing  ST001268
No raw data detected. Ignoring ST001268
Processing  ST000708
No raw data detected. Ignoring ST000708
Processing  ST002774
Initiating REDU-table generation for AN004515
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 979.44it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN004516
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 985.54it/s]

 48%|████▊     | 1518/3150 [1:58:55<30:47,  1.13s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003046
Initiating REDU-table generation for AN004996
Rest length is 324
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/324 [00:00<?, ?it/s]

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Mapping potential matches:   2%|▏         | 6/324 [00:00<00:15, 20.36it/s]

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Mapping potential matches:  25%|██▌       | 82/324 [00:04<00:12, 19.88it/s]

Mapping potential matches:  26%|██▌       | 84/324 [00:04<00:12, 19.85it/s]

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Mapping potential matches:  27%|██▋       | 89/324 [00:04<00:11, 20.01it/s]

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Mapping potential matches:  29%|██▉       | 95/324 [00:04<00:11, 20.07it/s]

Mapping potential matches:  30%|███       | 98/324 [00:04<00:11, 20.06it/s]

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Mapping potential matches:  32%|███▏      | 104/324 [00:05<00:10, 20.23it/s]

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Mapping potential matches:  37%|███▋      | 119/324 [00:05<00:10, 20.32it/s]

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Mapping potential matches:  40%|███▉      | 128/324 [00:06<00:09, 20.45it/s]

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Mapping potential matches:  49%|████▉     | 158/324 [00:07<00:08, 20.03it/s]

Mapping potential matches:  50%|████▉     | 161/324 [00:07<00:08, 19.99it/s]

Mapping potential matches:  51%|█████     | 164/324 [00:08<00:07, 20.03it/s]

Mapping potential matches:  52%|█████▏    | 167/324 [00:08<00:07, 20.01it/s]

Mapping potential matches:  52%|█████▏    | 170/324 [00:08<00:07, 20.07it/s]

Mapping potential matches:  53%|█████▎    | 173/324 [00:08<00:07, 20.10it/s]

Mapping potential matches:  54%|█████▍    | 176/324 [00:08<00:07, 20.05it/s]

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Mapping potential matches:  65%|██████▍   | 209/324 [00:10<00:05, 20.12it/s]

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Mapping potential matches:  69%|██████▉   | 224/324 [00:11<00:04, 20.08it/s]

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Mapping potential matches:  72%|███████▏  | 233/324 [00:11<00:04, 19.99it/s]

Mapping potential matches:  73%|███████▎  | 235/324 [00:11<00:04, 19.95it/s]

Mapping potential matches:  73%|███████▎  | 237/324 [00:11<00:04, 19.96it/s]

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Mapping potential matches:  75%|███████▍  | 242/324 [00:12<00:04, 20.06it/s]

Mapping potential matches:  76%|███████▌  | 245/324 [00:12<00:03, 20.28it/s]

Mapping potential matches:  77%|███████▋  | 248/324 [00:12<00:03, 20.38it/s]

Mapping potential matches:  77%|███████▋  | 251/324 [00:12<00:03, 20.26it/s]

Mapping potential matches:  78%|███████▊  | 254/324 [00:12<00:03, 20.24it/s]

Mapping potential matches:  79%|███████▉  | 257/324 [00:12<00:03, 20.12it/s]

Mapping potential matches:  80%|████████  | 260/324 [00:12<00:03, 20.18it/s]

Mapping potential matches:  81%|████████  | 263/324 [00:13<00:03, 20.27it/s]

Mapping potential matches:  82%|████████▏ | 266/324 [00:13<00:02, 20.30it/s]

Mapping potential matches:  83%|████████▎ | 269/324 [00:13<00:02, 20.33it/s]

Mapping potential matches:  84%|████████▍ | 272/324 [00:13<00:02, 20.24it/s]

Mapping potential matches:  85%|████████▍ | 275/324 [00:13<00:02, 20.20it/s]

Mapping potential matches:  86%|████████▌ | 278/324 [00:13<00:02, 20.15it/s]

Mapping potential matches:  87%|████████▋ | 281/324 [00:13<00:02, 20.11it/s]

Mapping potential matches:  88%|████████▊ | 284/324 [00:14<00:01, 20.11it/s]

Mapping potential matches:  89%|████████▊ | 287/324 [00:14<00:01, 20.05it/s]

Mapping potential matches:  90%|████████▉ | 290/324 [00:14<00:01, 20.19it/s]

Mapping potential matches:  90%|█████████ | 293/324 [00:14<00:01, 20.21it/s]

Mapping potential matches:  91%|█████████▏| 296/324 [00:14<00:01, 20.17it/s]

Mapping potential matches:  92%|█████████▏| 299/324 [00:14<00:01, 20.17it/s]

Mapping potential matches:  93%|█████████▎| 302/324 [00:14<00:01, 20.30it/s]

Mapping potential matches:  94%|█████████▍| 305/324 [00:15<00:00, 20.25it/s]

Mapping potential matches:  95%|█████████▌| 308/324 [00:15<00:00, 20.20it/s]

Mapping potential matches:  96%|█████████▌| 311/324 [00:15<00:00, 20.15it/s]

Mapping potential matches:  97%|█████████▋| 314/324 [00:15<00:00, 20.18it/s]

Mapping potential matches:  98%|█████████▊| 317/324 [00:15<00:00, 20.16it/s]

Mapping potential matches:  99%|█████████▉| 320/324 [00:15<00:00, 20.14it/s]

Mapping potential matches: 100%|█████████▉| 323/324 [00:16<00:00, 20.22it/s]
Mapping potential matches: 100%|██████████| 324/324 [00:16<00:00, 20.17it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004997
Rest length is 324
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/324 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 3/324 [00:00<00:15, 20.55it/s]

Mapping potential matches:   2%|▏         | 6/324 [00:00<00:15, 20.50it/s]

Mapping potential matches:   3%|▎         | 9/324 [00:00<00:15, 20.40it/s]

Mapping potential matches:   4%|▎         | 12/324 [00:00<00:15, 20.26it/s]

Mapping potential matches:   5%|▍         | 15/324 [00:00<00:15, 20.13it/s]

Mapping potential matches:   6%|▌         | 18/324 [00:00<00:15, 20.02it/s]

Mapping potential matches:   6%|▋         | 21/324 [00:01<00:15, 19.96it/s]

Mapping potential matches:   7%|▋         | 23/324 [00:01<00:15, 19.92it/s]

Mapping potential matches:   8%|▊         | 25/324 [00:01<00:15, 19.92it/s]

Mapping potential matches:   8%|▊         | 27/324 [00:01<00:14, 19.94it/s]

Mapping potential matches:   9%|▉         | 29/324 [00:01<00:14, 19.77it/s]

Mapping potential matches:  10%|▉         | 31/324 [00:01<00:15, 19.45it/s]

Mapping potential matches:  10%|█         | 33/324 [00:01<00:15, 19.03it/s]

Mapping potential matches:  11%|█         | 35/324 [00:01<00:15, 19.18it/s]

Mapping potential matches:  11%|█▏        | 37/324 [00:01<00:15, 18.99it/s]

Mapping potential matches:  12%|█▏        | 39/324 [00:01<00:14, 19.19it/s]

Mapping potential matches:  13%|█▎        | 42/324 [00:02<00:14, 19.55it/s]

Mapping potential matches:  14%|█▍        | 45/324 [00:02<00:14, 19.78it/s]

Mapping potential matches:  15%|█▍        | 48/324 [00:02<00:13, 19.92it/s]

Mapping potential matches:  16%|█▌        | 51/324 [00:02<00:13, 20.01it/s]

Mapping potential matches:  17%|█▋        | 54/324 [00:02<00:13, 20.05it/s]

Mapping potential matches:  18%|█▊        | 57/324 [00:02<00:13, 20.09it/s]

Mapping potential matches:  19%|█▊        | 60/324 [00:03<00:13, 20.10it/s]

Mapping potential matches:  19%|█▉        | 63/324 [00:03<00:12, 20.09it/s]

Mapping potential matches:  20%|██        | 66/324 [00:03<00:12, 20.14it/s]

Mapping potential matches:  21%|██▏       | 69/324 [00:03<00:12, 20.20it/s]

Mapping potential matches:  22%|██▏       | 72/324 [00:03<00:12, 20.26it/s]

Mapping potential matches:  23%|██▎       | 75/324 [00:03<00:12, 20.26it/s]

Mapping potential matches:  24%|██▍       | 78/324 [00:03<00:12, 20.25it/s]

Mapping potential matches:  25%|██▌       | 81/324 [00:04<00:11, 20.27it/s]

Mapping potential matches:  26%|██▌       | 84/324 [00:04<00:11, 20.39it/s]

Mapping potential matches:  27%|██▋       | 87/324 [00:04<00:11, 20.31it/s]

Mapping potential matches:  28%|██▊       | 90/324 [00:04<00:11, 20.29it/s]

Mapping potential matches:  29%|██▊       | 93/324 [00:04<00:11, 20.27it/s]

Mapping potential matches:  30%|██▉       | 96/324 [00:04<00:11, 20.26it/s]

Mapping potential matches:  31%|███       | 99/324 [00:04<00:11, 20.27it/s]

Mapping potential matches:  31%|███▏      | 102/324 [00:05<00:10, 20.27it/s]

Mapping potential matches:  32%|███▏      | 105/324 [00:05<00:10, 20.23it/s]

Mapping potential matches:  33%|███▎      | 108/324 [00:05<00:10, 20.19it/s]

Mapping potential matches:  34%|███▍      | 111/324 [00:05<00:10, 20.16it/s]

Mapping potential matches:  35%|███▌      | 114/324 [00:05<00:10, 20.12it/s]

Mapping potential matches:  36%|███▌      | 117/324 [00:05<00:10, 20.09it/s]

Mapping potential matches:  37%|███▋      | 120/324 [00:05<00:10, 20.07it/s]

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Mapping potential matches:  98%|█████████▊| 316/324 [00:15<00:00, 20.15it/s]

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Mapping potential matches: 100%|██████████| 324/324 [00:16<00:00, 20.07it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1519/3150 [1:59:35<3:47:25,  8.37s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1520/3150 [1:59:37<3:12:53,  7.10s/it]
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Swine_Plasma_Metabolomics
positive mode
ILC03-292+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-293+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-294+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-295+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-296+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-297+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-298+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-299+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-300+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-301+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-302+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-303+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-304+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-305+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-306+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-307+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-308+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-309+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-310+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-311+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-312+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-313+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-314+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-315+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-316+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-317+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-318+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-319+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-320+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-321+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-323+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-324+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-325+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-327+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-328+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-329+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-330+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-331+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-332+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-333+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-334+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-335+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-336+.mzXML
Swine_Plasma_Metabolomics
positive mode
ILC03-337+.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 648 rows!
Extracted information for 648 samples.
Processing  ST001725
Initiating REDU-table generation for AN002810
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Zebra_Fish_March_2021
BR_1_NEG.raw
Zebra_Fish_March_2021
BR_1_POS.raw
Zebra_Fish_March_2021
BR_2_NEG.raw
Zebra_Fish_March_2021
BR_2_POS.raw
Zebra_Fish_March_2021
BR_3_NEG.raw
Zebra_Fish_March_2021
BR_3_POS.raw
Zebra_Fish_March_2021
BR_4_NEG.raw
Zebra_Fish_March_2021
BR_4_POS.raw
Zebra_Fish_March_2021
ON1_1_NEG.raw
Zebra_Fish_March_2021
ON1_1_POS.raw
Zebra_Fish_March_2021
ON1_2_NEG.raw
Zebra_Fish_March_2021
ON1_2_POS.raw
Zebra_Fish_March_2021
ON1_3_NEG.raw
Zebra_Fish_March_2021
ON1_3_POS.raw
Zebra_Fish_March_2021
ON1_4_NEG.raw
Zebra_Fish_March_2021
ON1_4_POS.raw
Zebra_Fish_March_2021
ON2_1_NEG.raw
Zebra_Fish_March_2021
ON2_1_POS.raw
Zebra_Fish_March_2021
ON2_2_NEG.raw
Zebra_Fish_March_2021
ON2_2_POS.raw
Zebra_Fish_March_2021
ON2_3_NEG.raw
Zebra_Fish_March_2021
ON2_3_POS.raw
Zebra_Fish_March_2021
ON2_4_NEG.raw
Zebra_Fish_March_2021
ON2_4_POS.raw
Zebra_Fish_March_2021
ON3_1_NEG.raw
Zebra_Fish_March_2021
ON3_1_POS.raw
Zebra_Fish_March_2021
ON3_2_NEG.raw
Zebra_Fish_March_2021
ON3_2_POS.raw
Zebra_Fish_March_2021
ON3_3_NEG.raw
Zebra_Fish_March_2021
ON3_3_POS.raw
Zebra_Fish_March_2021
ON3_4_NEG.raw
Zebra_Fish_March_2021
ON3_4_POS.raw
Zebra_Fish_March_2021
ON4_1_NEG.raw
Zebra_Fish_March_2021
ON4_1_POS.raw
Zebra_Fish_March_2021
ON4_2_NEG.raw
Zebra_Fish_March_2021
ON4_2_POS.raw
Zebra_Fish_March_2021
ON4_3_NEG.raw
Zebra_Fish_March_2021
ON4_3_POS.raw
Zebra_Fish_March_2021
ON4_4_NEG.raw
Zebra_Fish_March_2021
ON4_4_POS.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002789
Initiating REDU-table generation for AN004538
Rest length is 168
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004539
Rest length is 168
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
170706_Blk_Blk0p2_1.mzML
170706_Blk_Blk0p2_2.mzML
180205_Poo_TruePoo_Full1.mzML
180205_Poo_TruePoo_Full2.mzML
180205_Poo_TruePoo_Full3.mzML
180205_Poo_TruePoo_Half1.mzML
180205_Poo_TruePoo_Half2.mzML
180205_Poo_TruePoo_Half3.mzML
180205_Smp_L1C32DCMless10m_A.mzML
180205_Smp_L1C32DCMless10m_B.mzML
180205_Smp_L1C32DCMless10m_C.mzML
180205_Smp_L1C32DCMless20m_A.mzML
180205_Smp_L1C32DCMless20m_B.mzML
180205_Smp_L1C32DCMless20m_C.mzML
180205_Smp_L1C33DCM_A.mzML
180205_Smp_L1C33DCM_B.mzML
180205_Smp_L1C33DCM_C.mzML
180205_Smp_L1C33DCMplus10m_A.mzML
180205_Smp_L1C33DCMplus10m_B.mzML
180205_Smp_L1C33DCMplus10m_C.mzML
180205_Smp_L1C33DCMplus20m_A.mzML
180205_Smp_L1C33DCMplus20m_B.mzML
180205_Smp_L1C33DCMplus20m_C.mzML
180205_Smp_L2C1DCMless10m_A.mzML
180205_Smp_L2C1DCMless10m_B.mzML
180205_Smp_L2C1DCMless10m_C.mzML
180205_Smp_L2C1DCMless20m_A.mzML
180205_Smp_L2C1DCMless20m_B.mzML
180205_Smp_L2C1DCMless20m_C.mzML
180205_Smp_L2C2DCM_A.mzML
180205_Smp_L2C2DCM_B.mzML
180205_Smp_L2C2DCM_C.mzML
180205_Smp_L2C2DCMplus10m_A.mzML
180205_Smp_L2C2DCMplus10m_B.mzML
180205_Smp_L2C2DCMplus10m_C.mzML
180205_Smp_L2C2DCMplus20m_A.mzML
180205_Smp_L2C2DCMplus20m_B.mzML
180205_Smp_L2C2DCMplus20m_C.mzML
180205_Std_4uMStdsInH2O_1.mzML
180205_Std_4uMStdsInH2O_2.mzML
180205_Std_4uMStdsInMatrix_1.mzML
180205_Std_4uMStdsInMatrix_2.mzML
180821_Poo_Day1and2Poo_Full1.mzML
180821_Poo_Day1and2Poo_Full2.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1521/3150 [2:02:04<17:48:02, 39.34s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1522/3150 [2:02:07<13:44:40, 30.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1523/3150 [2:02:09<10:23:07, 22.98s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 48%|████▊     | 1527/3150 [2:02:12<4:20:13,  9.62s/it] 
180821_Poo_Day1and2Poo_Full3.mzML
180821_Poo_Day1and2Poo_Full4.mzML
180821_Poo_Day1and2Poo_Full5.mzML
180821_Poo_Day1and2Poo_Full6.mzML
180821_Poo_Day1and2Poo_Half1.mzML
180821_Poo_Day1and2Poo_Half2.mzML
180821_Poo_Day1and2Poo_Half3.mzML
180821_Poo_Day1and2Poo_Half4.mzML
180821_Poo_Day1and2Poo_Half5.mzML
180821_Poo_Day1and2Poo_Half6.mzML
180821_Smp_MS10C215m_A.mzML
180821_Smp_MS10C215m_B.mzML
180821_Smp_MS10C215m_C.mzML
180821_Smp_MS10C2175m_A.mzML
180821_Smp_MS10C2175m_B.mzML
180821_Smp_MS10C2175m_C.mzML
180821_Smp_MS10C2DCM_A.mzML
180821_Smp_MS10C2DCM_B.mzML
180821_Smp_MS10C2DCM_C.mzML
180821_Smp_MS11C215m_A.mzML
180821_Smp_MS11C215m_B.mzML
180821_Smp_MS11C215m_C.mzML
180821_Smp_MS11C2175m_A.mzML
180821_Smp_MS11C2175m_B.mzML
180821_Smp_MS11C2175m_C.mzML
180821_Smp_MS11C2DCM_A.mzML
180821_Smp_MS11C2DCM_B.mzML
180821_Smp_MS11C2DCM_C.mzML
180821_Smp_MS12C115m_A.mzML
180821_Smp_MS12C115m_B.mzML
180821_Smp_MS12C115m_C.mzML
180821_Smp_MS12C1175m_A.mzML
180821_Smp_MS12C1175m_B.mzML
180821_Smp_MS12C1175m_C.mzML
180821_Smp_MS12C1DCM_A.mzML
180821_Smp_MS12C1DCM_B.mzML
180821_Smp_MS12C1DCM_C.mzML
180821_Smp_MS13C2175m_A.mzML
180821_Smp_MS13C2175m_B.mzML
180821_Smp_MS13C2175m_C.mzML
180821_Smp_MS13C2DCM_A.mzML
180821_Smp_MS13C2DCM_B.mzML
180821_Smp_MS13C2DCM_C.mzML
180821_Smp_MS13C315m_A.mzML
180821_Smp_MS13C315m_B.mzML
180821_Smp_MS13C315m_C.mzML
180821_Smp_MS14C215m_A.mzML
180821_Smp_MS14C215m_B.mzML
180821_Smp_MS14C215m_C.mzML
180821_Smp_MS14C2175m_A.mzML
180821_Smp_MS14C2175m_B.mzML
180821_Smp_MS14C2175m_C.mzML
180821_Smp_MS14C2DCM_A.mzML
180821_Smp_MS14C2DCM_B.mzML
180821_Smp_MS14C2DCM_C.mzML
180821_Smp_MS4C115m_A.mzML
180821_Smp_MS4C115m_B.mzML
180821_Smp_MS4C115m_C.mzML
180821_Smp_MS4C1175m_A.mzML
180821_Smp_MS4C1175m_B.mzML
180821_Smp_MS4C1175m_C.mzML
180821_Smp_MS4C1DCM_A.mzML
180821_Smp_MS4C1DCM_B.mzML
180821_Smp_MS4C1DCM_C.mzML
180821_Smp_MS5C115m_A.mzML
180821_Smp_MS5C115m_B.mzML
180821_Smp_MS5C115m_C.mzML
180821_Smp_MS5C1175m_A.mzML
180821_Smp_MS5C1175m_B.mzML
180821_Smp_MS5C1175m_C.mzML
180821_Smp_MS5C1DCM_A.mzML
180821_Smp_MS5C1DCM_B.mzML
180821_Smp_MS5C1DCM_C.mzML
180821_Smp_MS6C315m_A.mzML
180821_Smp_MS6C315m_B.mzML
180821_Smp_MS6C315m_C.mzML
180821_Smp_MS6C3175m_A.mzML
180821_Smp_MS6C3175m_B.mzML
180821_Smp_MS6C3175m_C.mzML
180821_Smp_MS6C3DCM_A.mzML
180821_Smp_MS6C3DCM_B.mzML
180821_Smp_MS6C3DCM_C.mzML
180821_Smp_MS7C115m_A.mzML
180821_Smp_MS7C115m_B.mzML
180821_Smp_MS7C115m_C.mzML
180821_Smp_MS7C1175m_A.mzML
180821_Smp_MS7C1175m_B.mzML
180821_Smp_MS7C1175m_C.mzML
180821_Smp_MS7C1DCM_A.mzML
180821_Smp_MS7C1DCM_B.mzML
180821_Smp_MS7C1DCM_C.mzML
180821_Smp_MS8C115m_A.mzML
180821_Smp_MS8C115m_B.mzML
180821_Smp_MS8C115m_C.mzML
180821_Smp_MS8C1175m_A.mzML
180821_Smp_MS8C1175m_B.mzML
180821_Smp_MS8C1175m_C.mzML
180821_Smp_MS8C1DCM_A.mzML
180821_Smp_MS8C1DCM_B.mzML
180821_Smp_MS8C1DCM_C.mzML
180821_Smp_MS9C215m_A.mzML
180821_Smp_MS9C215m_B.mzML
180821_Smp_MS9C215m_C.mzML
180821_Smp_MS9C2175m_A.mzML
180821_Smp_MS9C2175m_B.mzML
180821_Smp_MS9C2175m_C.mzML
180821_Smp_MS9C2DCM_A.mzML
180821_Smp_MS9C2DCM_B.mzML
180821_Smp_MS9C2DCM_C.mzML
180821_Std_4uMStdsMix1InH2O_1.mzML
180821_Std_4uMStdsMix1InH2O_2.mzML
180821_Std_4uMStdsMix1InH2O_3.mzML
180821_Std_4uMStdsMix1InMatrix_1.mzML
180821_Std_4uMStdsMix1InMatrix_2.mzML
180821_Std_4uMStdsMix1InMatrix_3.mzML
180821_Std_4uMStdsMix2InH2O_1.mzML
180821_Std_4uMStdsMix2InH2O_2.mzML
180821_Std_4uMStdsMix2InH2O_3.mzML
180821_Std_4uMStdsMix2InMatrix_1.mzML
180821_Std_4uMStdsMix2InMatrix_2.mzML
180821_Std_4uMStdsMix2InMatrix_3.mzML
180821_Std_H2OInMatrix_1.mzML
180821_Std_H2OInMatrix_2.mzML
180821_Std_H2OInMatrix_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 144
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002104
Initiating REDU-table generation for AN003439
Rest length is 22
raw file key found.
Initiating REDU-table generation for AN003440
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData
Blank_1.raw
MyData
Blank_2.raw
MyData
Blank_3.raw
MyData
CaOV3_CBPR_1.raw
MyData
CaOV3_CBPR_2.raw
MyData
CaOV3_CBPR_3.raw
MyData
CaOV3_Parent_1.raw
MyData
CaOV3_Parent_2.raw
MyData
CaOV3_Parent_3.raw
MyData
DMEM_IST_1.raw
MyData
DMEM_IST_2.raw
MyData
OVCAR5_CBPR_1.raw
MyData
OVCAR5_CBPR_2.raw
MyData
OVCAR5_CBPR_3.raw
MyData
OVCAR5_Parent_1.raw
MyData
OVCAR5_Parent_2.raw
MyData
OVCAR5_Parent_3.raw
MyData
QC_ov_1.raw
MyData
QC_ov_2.raw
MyData
QC_ov_3.raw
MyData
RPMI_IST_1.raw
MyData
RPMI_IST_2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST003264
Initiating REDU-table generation for AN005348
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Serum_1.raw
Serum_10.raw
Serum_11.raw
Serum_12.raw
Serum_13.raw
Serum_14.raw
Serum_15.raw
Serum_16.raw
Serum_2.raw
Serum_3.raw
Serum_4.raw
Serum_5.raw
Serum_6.raw
Serum_7.raw
Serum_8.raw
Serum_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST000568
No raw data detected. Ignoring ST000568
Processing  ST000643
No raw data detected. Ignoring ST000643
Processing  ST001042
No raw data detected. Ignoring ST001042
Processing  ST001731
Initiating REDU-table generation for AN002817
Rest length is 8
raw file key found.
Initiating REDU-table generation for AN002818
Rest length is 8
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MCJkd_Rincon_180118
Negative
control1.raw
MCJkd_Rincon_180118
Negative
control2.raw
MCJkd_Rincon_180118
Negative
control3.raw
MCJkd_Rincon_180118
Negative
control4.raw
MCJkd_Rincon_180118
Negative
siMCJ1.raw
MCJkd_Rincon_180118
Negative
siMCJ2.raw
MCJkd_Rincon_180118
Negative
siMCJ3.raw
MCJkd_Rincon_180118
Negative
siMCJ4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST000181
No raw data detected. Ignoring ST000181
Processing  ST002717
Initiating REDU-table generation for AN004405
Rest length is 62
raw file key found.
Initiating REDU-table generation for AN004406
Rest length is 62
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
100_98.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
109_100.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
113_112.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
115_121.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
117_131.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
118_132.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
119_141.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
120_142.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
121_103.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
123_113.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
125_114.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
126_123.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
127_124.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
128_133.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
130_143.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
131_144.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
135_115.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
136_116.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
137_125.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
138_126.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▊     | 1529/3150 [2:02:17<3:20:19,  7.41s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▊     | 1531/3150 [2:02:19<2:28:30,  5.50s/it]
139_135.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
140_136.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
141_145.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
142_146.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
143_107.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
145_108.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
146_117.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
147_118.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
148_127.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
149_128.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
150_137.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
151_138.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
152_147.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
153_148.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
155_109.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
156_110.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
157_119.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
158_120.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
159_129.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
160_130.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
162_140.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
163_149.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
165_150.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
166_151.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
167_152.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
168_153.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
169_154.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
171_156.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
172_157.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
21_24.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
30_16.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
31_25.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
32_26.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
40_17.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
41_18.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
43_28.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
52_20.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
55_30.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
90_95.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
91_96.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
99_97.mzML
LVvsRV_2020_metaboite_raw_data
AMIDE mzML files LVvsRV
9_21.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
100_98.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
109_100.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
113_112.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
115_121.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
117_131.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
118_132.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
119_141.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
120_142.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
121_103.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
123_113.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
125_114.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
126_123.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
127_124.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
128_133.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
130_143.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
131_144.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
135_115.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
136_116.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
137_125.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
138_126.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
139_135.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
140_136.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
141_145.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
142_146.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
143_107.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
145_108.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
146_117.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
147_118.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
148_127.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
149_128.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
150_137.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
151_138.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
152_147.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
153_148.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
155_109.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
156_110.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
157_119.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
158_120.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
159_129.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
160_130.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
162_140.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
163_149.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
165_150.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
166_151.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
167_152.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
168_153.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
169_154.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
171_156.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
172_157.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
21_24.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
30_16.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
31_25.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
32_26.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
40_17.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
41_18.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
43_28.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
52_20.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
55_30.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
90_95.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
91_96.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
99_97.mzML
LVvsRV_2020_metaboite_raw_data
HILIC mzML files LVvsRV
9_21.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 124 rows!
Extracted information for 124 samples.
Processing  ST000642
No raw data detected. Ignoring ST000642
Processing  ST003096
Initiating REDU-table generation for AN005067
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
107.mzML
120.mzML
122.mzML
180.mzML
185.mzML
188.mzML
81.mzML
907.mzML
908.mzML
909.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000664
No raw data detected. Ignoring ST000664
Processing  ST000973
No raw data detected. Ignoring ST000973
Processing  ST001973
No raw data detected. Ignoring ST001973
Processing  ST001741
Initiating REDU-table generation for AN002834
Rest length is 88
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
200916_SCD_1_KO_in_vivo_PC_dil_1_20_SMLF.wiff
200916_SCD_1_KO_in_vivo_PI_dil_1_20_L_dil_1_10_SMF.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▊     | 1535/3150 [2:02:21<1:26:56,  3.23s/it]
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST000105
No raw data detected. Ignoring ST000105
Processing  ST002646
No raw data detected. Ignoring ST002646
Processing  ST002092
Initiating REDU-table generation for AN003416
Rest length is 147
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003417
Rest length is 147
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003418
Rest length is 147
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_122.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_127.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_129.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_142.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_145.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_149.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_25.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_27.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_32.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_43.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_46.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_48.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_50.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_54.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_58.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_65.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_67.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_76.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_aos_78.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_pool_mutant_b1_01.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_pool_mutant_b1_02.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_pool_natural_b1_01.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b1_pool_natural_b1_02.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_102.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_103.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_106.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_107.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_108.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_124.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_130.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_165.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_167.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_170.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_173.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_174.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_175.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_188.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_192.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_199.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_200.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_53.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_aos_56.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_pool_mutant_b2_01.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_pool_mutant_b2_02.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_pool_natural_b2_01.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b2_pool_natural_b2_02.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_184.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_185.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_27.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_28.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_35.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_36.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_37.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_38.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_40.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_42.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_43.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_54.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_71.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_74.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_78.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_86.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_90.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_98.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_aos_99.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_pool_mutant_b3_01.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b3_pool_mutant_b3_02.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_100.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_107.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_109.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_111.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_116.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_124.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_125.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_134.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_140.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_171.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_180.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_73.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_81.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_82.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_84.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_87.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_92.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_93.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_95.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_aos_96.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_pool_mutant_b4_01.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b4_pool_mutant_b4_02.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_179.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_181.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_187.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_196.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_26.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_33.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_39.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_41.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_43.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_45.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_47.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_51.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_54.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_66.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_70.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_75.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_78.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_79.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_83.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_87.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_aos_91.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_pool_mutant_b5_01.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b5_pool_mutant_b5_02.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_101.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_102.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_105.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_107.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_114.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_118.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_120.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_133.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_135.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_140.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_166.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_167.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_169.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_186.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_188.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_193.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_198.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_85.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_88.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_90.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_aos_94.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_pool_mutant_b6_01.mzML
meta_analysis_data_lcms
hilic_pos_mwb
b6_pool_mutant_b6_02.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_122.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_127.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_129.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_142.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_145.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_149.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_25.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_27.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_32.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_43.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_46.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_48.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_50.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_54.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_58.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_65.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_67.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_76.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_aos_78.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_pool_mutant_b1_01.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_pool_mutant_b1_02.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_pool_natural_b1_01.mzML
meta_analysis_data_lcms
rp_neg_mwb
b1_pool_natural_b1_02.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_102.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_103.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_106.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_107.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_108.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_124.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_130.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_165.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_167.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_170.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_173.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_174.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_175.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_188.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_192.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_199.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_200.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_53.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_aos_56.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_pool_mutant_b2_01.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_pool_mutant_b2_02.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_pool_natural_b2_01.mzML
meta_analysis_data_lcms
rp_neg_mwb
b2_pool_natural_b2_02.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_184.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_185.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_27.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_28.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_35.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_36.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_37.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_38.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_40.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_42.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_43.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_54.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_71.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_74.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_78.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_86.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_90.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_98.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_aos_99.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_pool_mutant_b3_01.mzML
meta_analysis_data_lcms
rp_neg_mwb
b3_pool_mutant_b3_02.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_100.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_107.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_109.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_111.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_116.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_124.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_125.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_134.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_140.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_171.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_180.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_73.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_81.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_82.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_84.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_87.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_92.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_93.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_95.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_aos_96.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_pool_mutant_b4_01.mzML
meta_analysis_data_lcms
rp_neg_mwb
b4_pool_mutant_b4_02.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_179.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_181.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_187.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_196.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_26.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_33.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_39.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_41.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_43.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_45.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_47.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_51.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_54.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_66.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_70.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_75.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_78.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_79.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_83.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_87.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_aos_91.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_pool_mutant_b5_01.mzML
meta_analysis_data_lcms
rp_neg_mwb
b5_pool_mutant_b5_02.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_101.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_102.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_105.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_107.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_114.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_118.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_120.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_133.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_135.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_140.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_166.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_167.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_169.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_186.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_188.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_193.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_198.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_85.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_88.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_90.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_aos_94.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_pool_mutant_b6_01.mzML
meta_analysis_data_lcms
rp_neg_mwb
b6_pool_mutant_b6_02.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_122.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_127.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_129.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_142.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_145.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_149.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_25.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_27.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_32.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_43.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_46.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_48.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_50.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_54.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_58.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_65.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_67.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_76.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_aos_78.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_pool_mutant_b1_01.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_pool_mutant_b1_02.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_pool_natural_b1_01.mzML
meta_analysis_data_lcms
rp_pos_mwb
b1_pool_natural_b1_02.mzML
meta_analysis_data_lcms/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1538/3150 [2:02:27<1:15:27,  2.81s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1539/3150 [2:02:50<2:28:40,  5.54s/it]
rp_pos_mwb
b2_aos_102.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_103.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_106.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_107.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_108.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_124.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_130.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_165.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_167.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_170.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_173.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_174.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_175.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_188.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_192.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_199.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_200.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_53.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_aos_56.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_pool_mutant_b2_01.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_pool_mutant_b2_02.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_pool_natural_b2_01.mzML
meta_analysis_data_lcms
rp_pos_mwb
b2_pool_natural_b2_02.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_184.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_185.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_27.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_28.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_35.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_36.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_37.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_38.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_40.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_42.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_43.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_54.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_71.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_74.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_78.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_86.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_90.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_98.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_aos_99.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_pool_mutant_b3_01.mzML
meta_analysis_data_lcms
rp_pos_mwb
b3_pool_mutant_b3_02.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_100.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_107.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_109.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_111.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_116.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_124.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_125.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_134.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_140.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_171.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_180.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_73.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_81.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_82.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_84.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_87.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_92.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_93.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_95.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_aos_96.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_pool_mutant_b4_01.mzML
meta_analysis_data_lcms
rp_pos_mwb
b4_pool_mutant_b4_02.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_179.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_181.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_187.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_196.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_26.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_33.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_39.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_41.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_43.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_45.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_47.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_51.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_54.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_66.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_70.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_75.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_78.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_79.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_83.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_87.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_aos_91.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_pool_mutant_b5_01.mzML
meta_analysis_data_lcms
rp_pos_mwb
b5_pool_mutant_b5_02.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_101.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_102.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_105.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_107.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_114.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_118.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_120.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_133.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_135.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_140.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_166.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_167.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_169.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_186.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_188.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_193.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_198.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_85.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_88.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_90.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_aos_94.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_pool_mutant_b6_01.mzML
meta_analysis_data_lcms
rp_pos_mwb
b6_pool_mutant_b6_02.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 405 rows!
Extracted information for 405 samples.
Processing  ST002136
Initiating REDU-table generation for AN003497
Rest length is 42
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
submission calibrations
10uM_run1.RAW
submission calibrations
10uM_run2.RAW
submission calibrations
10uM_stdmix_run1chip2955.RAW
submission calibrations
10uM_stdmix_run2chip2955.RAW
submission calibrations
1uM_run1.RAW
submission calibrations
1uM_run2.RAW
submission calibrations
1uM_stdmix_run2chip2955.RAW
submission calibrations
25uM_run2.RAW
submission calibrations
25uM_run3.RAW
submission calibrations
25uM_stdmix_run1chip2955.RAW
submission calibrations
25uM_stdmix_run2chip2955.RAW
submission calibrations
5uM_run1.RAW
submission calibrations
5uM_run2.RAW
submission calibrations
sample1-2.RAW
submission calibrations
sample1-3.RAW
submission calibrations
sample2-1.RAW
submission calibrations
sample2-2-run2.RAW
submission calibrations
sample2-2-run3.RAW
submission calibrations
sample2-2.RAW
submission calibrations
sample3-1.RAW
submission calibrations
sample3-2.RAW
submission calibrations
sample4-1.RAW
submission calibrations
sample4-2.RAW
submission calibrations
sample5-1.RAW
submission calibrations
sample5-2.RAW
submission calibrations
sample6-1.RAW
submission calibrations
sample6-2.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 27
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST002850
Initiating REDU-table generation for AN004668
Rest length is 20
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004669
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Neg_KO_1.mzML
Neg_KO_2.mzML
Neg_KO_3.mzML
Neg_KO_4.mzML
Neg_KO_5.mzML
Neg_WT_1.mzML
Neg_WT_2.mzML
Neg_WT_3.mzML
Neg_WT_4.mzML
Neg_WT_5.mzML
Pos_KO_1.mzML
Pos_KO_2.mzML
Pos_KO_3.mzML
Pos_KO_4.mzML
Pos_KO_5.mzML
Pos_WT_1.mzML
Pos_WT_2.mzML
Pos_WT_3.mzML
Pos_WT_4.mzML
Pos_WT_5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1540/3150 [2:02:52<2:16:09,  5.07s/it]
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002967
No raw data detected. Ignoring ST002967
Processing  ST002539
Initiating REDU-table generation for AN004181
Rest length is 71
raw file key found.
Initiating REDU-table generation for AN004182
Rest length is 71
raw file key found.
Initiating REDU-table generation for AN004183
Rest length is 71
raw file key found.
Initiating REDU-table generation for AN004184
Rest length is 71
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CYANO_QE_POS
200825_Poo_TruePooAnt18_Full1.mzXML
CYANO_QE_POS
200825_Poo_TruePooAnt18_Full2.mzXML
CYANO_QE_POS
200825_Poo_TruePooAnt18_Full3.mzXML
CYANO_QE_POS
200825_Poo_TruePooAnt18_Full4.mzXML
CYANO_QE_POS
200825_Poo_TruePooAnt18_Half1.mzXML
CYANO_QE_POS
200825_Poo_TruePooAnt18_Half2.mzXML
CYANO_QE_POS
200825_Poo_TruePooAnt18_Half3.mzXML
CYANO_QE_POS
200825_Poo_TruePooAnt18_Half4.mzXML
CYANO_QE_POS
200825_Smp_20ppt3C_A.mzXML
CYANO_QE_POS
200825_Smp_20ppt3C_B.mzXML
CYANO_QE_POS
200825_Smp_20ppt3C_C.mzXML
CYANO_QE_POS
200825_Smp_35ppt0C_A.mzXML
CYANO_QE_POS
200825_Smp_35ppt0C_B.mzXML
CYANO_QE_POS
200825_Smp_35ppt0C_C.mzXML
CYANO_QE_POS
200825_Smp_50ppt-3C_A.mzXML
CYANO_QE_POS
200825_Smp_50ppt-3C_B.mzXML
CYANO_QE_POS
200825_Smp_50ppt-3C_C.mzXML
CYANO_QE_POS
200825_Smp_Ev15SW_A.mzXML
CYANO_QE_POS
200825_Smp_Ev32Core_A.mzXML
CYANO_QE_POS
200825_Smp_Ev32Core_B.mzXML
CYANO_QE_POS
200825_Smp_Ev32Core_C.mzXML
CYANO_QE_POS
200825_Smp_Ev37Core_A.mzXML
CYANO_QE_POS
200825_Smp_Ev51Slush_A.mzXML
CYANO_QE_POS
200825_Smp_Ev60SW_A.mzXML
CYANO_QE_POS
200825_Smp_EvXCore_A.mzXML
CYANO_QE_POS
200825_Smp_EvXSW_A.mzXML
CYANO_QE_POS
200825_Smp_FilterBlk20_A.mzXML
CYANO_QE_POS
200825_Smp_FilterBlk35_A.mzXML
CYANO_QE_POS
200825_Smp_FilterBlk50_A.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWB2_A.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWB2_B.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWB2_C.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWB3_A.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWB3_B.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWB3_C.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWB5_A.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWB5_B.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWB5_C.mzXML
CYANO_QE_POS
200825_Smp_FilterBlkFSWEvX_A.mzXML
CYANO_QE_POS
200825_Smp_Hero1_A.mzXML
CYANO_QE_POS
200825_Smp_Hero1_B.mzXML
CYANO_QE_POS
200825_Smp_Hero1_C.mzXML
CYANO_QE_POS
200825_Smp_StaB1_A.mzXML
CYANO_QE_POS
200825_Smp_StaB1_B.mzXML
CYANO_QE_POS
200825_Smp_StaB1_C.mzXML
CYANO_QE_POS
200825_Smp_StaB1_D.mzXML
CYANO_QE_POS
200825_Smp_StaB1_E.mzXML
CYANO_QE_POS
200825_Smp_StaB2_A.mzXML
CYANO_QE_POS
200825_Smp_StaB2_B.mzXML
CYANO_QE_POS
200825_Smp_StaB2_C.mzXML
CYANO_QE_POS
200825_Smp_StaB3_A.mzXML
CYANO_QE_POS
200825_Smp_StaB3_B.mzXML
CYANO_QE_POS
200825_Smp_StaB3_C.mzXML
CYANO_QE_POS
200825_Smp_StaB4_A.mzXML
CYANO_QE_POS
200825_Smp_StaB4_B.mzXML
CYANO_QE_POS
200825_Smp_StaB4_C.mzXML
CYANO_QE_POS
200825_Smp_StaB5_A.mzXML
CYANO_QE_POS
200825_Smp_StaB5_B.mzXML
CYANO_QE_POS
200825_Smp_StaB5_C.mzXML
CYANO_QE_POS
200825_Std_H2OinMatrix_1.mzXML
CYANO_QE_POS
200825_Std_H2OinMatrix_2.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Full1.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Full2.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Full3.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Full3a.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Full4.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Half1.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Half2.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Half3.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Half3a.mzXML
HILIC_QE_Neg
200821_Poo_TruePooAnt18_Half4.mzXML
HILIC_QE_Neg
200821_Smp_20ppt3C_A.mzXML
HILIC_QE_Neg
200821_Smp_20ppt3C_B.mzXML
HILIC_QE_Neg
200821_Smp_20ppt3C_C.mzXML
HILIC_QE_Neg
200821_Smp_35ppt0C_A.mzXML
HILIC_QE_Neg
200821_Smp_35ppt0C_B.mzXML
HILIC_QE_Neg
200821_Smp_35ppt0C_C.mzXML
HILIC_QE_Neg
200821_Smp_50ppt-3C_A.mzXML
HILIC_QE_Neg
200821_Smp_50ppt-3C_B.mzXML
HILIC_QE_Neg
200821_Smp_50ppt-3C_C.mzXML
HILIC_QE_Neg
200821_Smp_Ev15SW_A.mzXML
HILIC_QE_Neg
200821_Smp_Ev32Core_A.mzXML
HILIC_QE_Neg
200821_Smp_Ev32Core_B.mzXML
HILIC_QE_Neg
200821_Smp_Ev32Core_C.mzXML
HILIC_QE_Neg
200821_Smp_Ev37Core_A.mzXML
HILIC_QE_Neg
200821_Smp_Ev51Slush_A.mzXML
HILIC_QE_Neg
200821_Smp_Ev60SW_A.mzXML
HILIC_QE_Neg
200821_Smp_EvXCore_A.mzXML
HILIC_QE_Neg
200821_Smp_EvXSW_A.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlk20_A.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlk35_A.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlk50_A.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWB2_A.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWB2_B.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWB2_C.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWB3_A.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWB3_B.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWB3_C.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWB5_A.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWB5_B.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWB5_C.mzXML
HILIC_QE_Neg
200821_Smp_FilterBlkFSWEvX_A.mzXML
HILIC_QE_Neg
200821_Smp_Hero1_A.mzXML
HILIC_QE_Neg
200821_Smp_Hero1_B.mzXML
HILIC_QE_Neg
200821_Smp_Hero1_C.mzXML
HILIC_QE_Neg
200821_Smp_StaB1_A.mzXML
HILIC_QE_Neg
200821_Smp_StaB1_B.mzXML
HILIC_QE_Neg
200821_Smp_StaB1_C.mzXML
HILIC_QE_Neg
200821_Smp_StaB1_D.mzXML
HILIC_QE_Neg
200821_Smp_StaB1_E.mzXML
HILIC_QE_Neg
200821_Smp_StaB2_A.mzXML
HILIC_QE_Neg
200821_Smp_StaB2_B.mzXML
HILIC_QE_Neg
200821_Smp_StaB2_C.mzXML
HILIC_QE_Neg
200821_Smp_StaB3_A.mzXML
HILIC_QE_Neg
200821_Smp_StaB3_B.mzXML
HILIC_QE_Neg
200821_Smp_StaB3_C.mzXML
HILIC_QE_Neg
200821_Smp_StaB4_A.mzXML
HILIC_QE_Neg
200821_Smp_StaB4_B.mzXML
HILIC_QE_Neg
200821_Smp_StaB4_C.mzXML
HILIC_QE_Neg
200821_Smp_StaB5_A.mzXML
HILIC_QE_Neg
200821_Smp_StaB5_B.mzXML
HILIC_QE_Neg
200821_Smp_StaB5_C.mzXML
HILIC_QE_Neg
200821_Std_4uMStdsMix1InH2O_1.mzXML
HILIC_QE_Neg
200821_Std_4uMStdsMix1InH2O_2.mzXML
HILIC_QE_Neg
200821_Std_4uMStdsMix1InMatrix_1.mzXML
HILIC_QE_Neg
200821_Std_4uMStdsMix1InMatrix_2.mzXML
HILIC_QE_Neg
200821_Std_4uMStdsMix2InH2O_1.mzXML
HILIC_QE_Neg
200821_Std_4uMStdsMix2InH2O_2.mzXML
HILIC_QE_Neg
200821_Std_4uMStdsMix2InMatrix_1.mzXML
HILIC_QE_Neg
200821_Std_4uMStdsMix2InMatrix_2.mzXML
HILIC_QE_Neg
200821_Std_H2OinMatrix_1.mzXML
HILIC_QE_Neg
200821_Std_H2OinMatrix_2.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Full1.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Full2.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Full3.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Full3a.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Full4.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Half1.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Half2.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Half3.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Half3a.mzXML
HILIC_QE_Pos_copy
200821_Poo_TruePooAnt18_Half4.mzXML
HILIC_QE_Pos_copy
200821_Smp_20ppt3C_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_20ppt3C_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_20ppt3C_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_35ppt0C_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_35ppt0C_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_35ppt0C_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_50ppt-3C_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_50ppt-3C_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_50ppt-3C_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_Ev15SW_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_Ev32Core_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_Ev32Core_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_Ev32Core_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_Ev37Core_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_Ev51Slush_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_Ev60SW_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_EvXCore_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_EvXSW_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlk20_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlk35_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlk50_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWB2_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWB2_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWB2_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWB3_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWB3_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWB3_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWB5_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWB5_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWB5_C.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1542/3150 [2:08:13<24:17:46, 54.39s/it]
 49%|████▉     | 1543/3150 [2:08:13<19:48:07, 44.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1544/3150 [2:08:16<15:54:12, 35.65s/it]
HILIC_QE_Pos_copy
200821_Smp_FilterBlkFSWEvX_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_Hero1_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_Hero1_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_Hero1_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB1_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB1_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB1_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB1_D.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB1_E.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB2_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB2_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB2_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB3_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB3_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB3_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB4_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB4_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB4_C.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB5_A.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB5_B.mzXML
HILIC_QE_Pos_copy
200821_Smp_StaB5_C.mzXML
HILIC_QE_Pos_copy
200821_Std_4uMStdsMix1InH2O_1.mzXML
HILIC_QE_Pos_copy
200821_Std_4uMStdsMix1InH2O_2.mzXML
HILIC_QE_Pos_copy
200821_Std_4uMStdsMix1InMatrix_1.mzXML
HILIC_QE_Pos_copy
200821_Std_4uMStdsMix1InMatrix_2.mzXML
HILIC_QE_Pos_copy
200821_Std_4uMStdsMix2InH2O_1.mzXML
HILIC_QE_Pos_copy
200821_Std_4uMStdsMix2InH2O_2.mzXML
HILIC_QE_Pos_copy
200821_Std_4uMStdsMix2InMatrix_1.mzXML
HILIC_QE_Pos_copy
200821_Std_4uMStdsMix2InMatrix_2.mzXML
HILIC_QE_Pos_copy
200821_Std_H2OinMatrix_1.mzXML
HILIC_QE_Pos_copy
200821_Std_H2OinMatrix_2.mzXML
RP_Lipids_Negative
200827_Poo_TruePooAnt18_Full-neg1.mzXML
RP_Lipids_Negative
200827_Poo_TruePooAnt18_Full-neg2.mzXML
RP_Lipids_Negative
200827_Poo_TruePooAnt18_Full-neg3.mzXML
RP_Lipids_Negative
200827_Poo_TruePooAnt18_Full-neg4.mzXML
RP_Lipids_Negative
200827_Poo_TruePooAnt18_Half-neg1.mzXML
RP_Lipids_Negative
200827_Poo_TruePooAnt18_Half-neg2.mzXML
RP_Lipids_Negative
200827_Poo_TruePooAnt18_Half-neg3.mzXML
RP_Lipids_Negative
200827_Poo_TruePooAnt18_Half-neg4.mzXML
RP_Lipids_Negative
200827_Smp_20ppt3C-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_20ppt3C-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_20ppt3C-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_35ppt0C-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_35ppt0C-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_35ppt0C-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_50ppt-3C-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_50ppt-3C-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_50ppt-3C-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_Ev15SW-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_Ev32Core-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_Ev32Core-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_Ev32Core-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_Ev37Core-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_Ev51Slush-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_Ev60SW-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_EvXCore-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_EvXSW-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlk20-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlk35-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlk50-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWB2-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWB2-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWB2-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWB3-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWB3-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWB3-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWB5-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWB5-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWB5-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_FilterBlkFSWEvX-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_Hero1-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_Hero1-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_Hero1-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_StaB1-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_StaB1-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_StaB1-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_StaB1-neg_D.mzXML
RP_Lipids_Negative
200827_Smp_StaB1-neg_E.mzXML
RP_Lipids_Negative
200827_Smp_StaB2-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_StaB2-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_StaB2-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_StaB3-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_StaB3-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_StaB3-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_StaB4-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_StaB4-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_StaB4-neg_C.mzXML
RP_Lipids_Negative
200827_Smp_StaB5-neg_A.mzXML
RP_Lipids_Negative
200827_Smp_StaB5-neg_B.mzXML
RP_Lipids_Negative
200827_Smp_StaB5-neg_C.mzXML
RP_Lipids_Negative
200827_Std_OrganicStdsInMatrix_neg1.mzXML
RP_Lipids_Negative
200827_Std_OrganicStdsInMatrix_neg2.mzXML
RP_Lipids_Negative
200827_Std_OrganicStdsInSolvent_neg1.mzXML
RP_Lipids_Negative
200827_Std_OrganicStdsInSolvent_neg2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 266 rows!
Extracted information for 266 samples.
Processing  ST001726
No raw data detected. Ignoring ST001726
Processing  ST001377
Initiating REDU-table generation for AN002297
Rest length is 37
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
2019_10_07LR_RPIP15_Blank_mid10.raw
2019_10_07LR_RPIP15_Blank_mid6.raw
2019_10_07LR_RPIP15_Blank_mid7.raw
2019_10_07LR_RPIP15_Blank_mid8.raw
2019_10_07LR_RPIP15_Blank_mid9.raw
2019_10_07LR_RPIP15_H1_M1_1.raw
2019_10_07LR_RPIP15_H1_M1_2.raw
2019_10_07LR_RPIP15_H1_M2_1.raw
2019_10_07LR_RPIP15_H1_M2_2.raw
2019_10_07LR_RPIP15_H1_M3_1.raw
2019_10_07LR_RPIP15_H1_M3_2.raw
2019_10_07LR_RPIP15_H1_M4_1.raw
2019_10_07LR_RPIP15_H1_M4_2.raw
2019_10_07LR_RPIP15_H1_M5_1.raw
2019_10_07LR_RPIP15_H1_M5_2.raw
2019_10_07LR_RPIP15_H9_naive_bioreactor_1_.raw
2019_10_07LR_RPIP15_H9_naive_bioreactor_2.raw
2019_10_07LR_RPIP15_H9_naive_bioreactor_3.raw
2019_10_07LR_RPIP15_H9_primed_bioreactor_1_.raw
2019_10_07LR_RPIP15_H9_primed_bioreactor_2.raw
2019_10_07LR_RPIP15_H9_primed_bioreactor_3.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M1_1.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M1_2.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M2_1.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M2_2.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M3_1.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M3_2.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M4_1.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M4_2.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M5_1.raw
2019_10_07LR_RPIP15_Ref_Media_H1_M5_2.raw
2019_10_07LR_RPIP15_Ref_Media_H9_naive_bioreactor_1_.raw
2019_10_07LR_RPIP15_Ref_Media_H9_naive_bioreactor_2.raw
2019_10_07LR_RPIP15_Ref_Media_H9_naive_bioreactor_3.raw
2019_10_07LR_RPIP15_Ref_Media_H9_primed_bioreactor_1_.raw
2019_10_07LR_RPIP15_Ref_Media_H9_primed_bioreactor_2.raw
2019_10_07LR_RPIP15_Ref_Media_H9_primed_bioreactor_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 37 rows!
Extracted information for 37 samples.
Processing  ST001193
Initiating REDU-table generation for AN001988
Rest length is 181
raw file key found.
Initiating REDU-table generation for AN001989
Rest length is 181
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
cordblood_raw
batch1
VT_190415_M380_001.raw
cordblood_raw
batch1
VT_190415_M380_003.raw
cordblood_raw
batch1
VT_190415_M380_005.raw
cordblood_raw
batch1
VT_190415_M380_007.raw
cordblood_raw
batch1
VT_190415_M380_009.raw
cordblood_raw
batch1
VT_190415_M380_011.raw
cordblood_raw
batch1
VT_190415_M380_013.raw
cordblood_raw
batch1
VT_190415_M380_015.raw
cordblood_raw
batch1
VT_190415_M380_017.raw
cordblood_raw
batch1
VT_190415_M380_019.raw
cordblood_raw
batch1
VT_190415_M380_021.raw
cordblood_raw
batch1
VT_190415_M380_023.raw
cordblood_raw
batch1
VT_190415_M380_025.raw
cordblood_raw
batch1
VT_190415_M380_027.raw
cordblood_raw
batch1
VT_190415_M380_029.raw
cordblood_raw
batch1
VT_190415_M380_031.raw
cordblood_raw
batch1
VT_190415_M380_033.raw
cordblood_raw
batch1
VT_190415_M380_035.raw
cordblood_raw
batch1
VT_190415_M380_037.raw
cordblood_raw
batch1
VT_190415_M380_039.raw
cordblood_raw
batch1
VT_190415_M380_041.raw
cordblood_raw
batch1
VT_190415_M380_043.raw
cordblood_raw
batch1
VT_190415_M380_045.raw
cordblood_raw
batch1
VT_190415_M380_047.raw
cordblood_raw
batch1
VT_190415_M380_049.raw
cordblood_raw
batch1
VT_190415_M380_051.raw
cordblood_raw
batch1
VT_190415_M380_053.raw
cordblood_raw
batch1
VT_190415_M380_055.raw
cordblood_raw
batch1
VT_190415_M380_057.raw
cordblood_raw
batch1
VT_190415_M380_059.raw
cordblood_raw
batch1
VT_190415_M380_061.raw
cordblood_raw
batch1
VT_190415_M380_063.raw
cordblood_raw
batch1
VT_190415_M380_065.raw
cordblood_raw
batch1
VT_190415_M380_067.raw
cordblood_raw
batch1
VT_190415_M380_069.raw
cordblood_raw
batch1
VT_190415_M380_071.raw
cordblood_raw
batch1
VT_190415_M380_073.raw
cordblood_raw
batch1
VT_190415_M380_075.raw
cordblood_raw
batch1
VT_190415_M380_077.raw
cordblood_raw
batch1
VT_190415_M380_079.raw
cordblood_raw
batch1
VT_190415_M380_081.raw
cordblood_raw
batch1
VT_190415_M380_083.raw
cordblood_raw
batch1
VT_190415_M380_085.raw
cordblood_raw
batch1
VT_190415_M380_087.raw
cordblood_raw
batch1
VT_190415_M380_089.raw
cordblood_raw
batch1
VT_190415_M380_091.raw
cordblood_raw
batch1
VT_190415_M380_093.raw
cordblood_raw
batch1
VT_190415_M380_095.raw
cordblood_raw
batch1
VT_190415_M380_097.raw
cordblood_raw
batch1
VT_190415_M380_099.raw
cordblood_raw
batch1
VT_190415_M380_101.raw
cordblood_raw
batch1
VT_190415_M380_103.raw
cordblood_raw
batch1
VT_190415_M380_105.raw
cordblood_raw
batch1
VT_190415_M380_107.raw
cordblood_raw
batch1
VT_190415_M380_109.raw
cordblood_raw
batch1
VT_190415_M380_111.raw
cordblood_raw
batch1
VT_190415_M380_113.raw
cordblood_raw
batch1
VT_190415_M380_115.raw
cordblood_raw
batch1
VT_190415_M380_117.raw
cordblood_raw
batch1
VT_190415_M380_119.raw
cordblood_raw
batch1
VT_190415_M380_121.raw
cordblood_raw
batch1
VT_190415_M380_123.raw
cordblood_raw
batch1
VT_190415_M380_125.raw
cordblood_raw
batch1
VT_190415_M380_127.raw
cordblood_raw
batch1
VT_190415_M380_129.raw
cordblood_raw
batch1
VT_190415_M380_131.raw
cordblood_raw
batch1
VT_190415_M380_133.raw
cordblood_raw
batch1
VT_190415_M380_135.raw
cordblood_raw
batch1
VT_190415_M380_137.raw
cordblood_raw
batch1
VT_190415_M380_139.raw
cordblood_raw
batch1
VT_190415_M380_141.raw
cordblood_raw
batch1
VT_190415_M380_143.raw
cordblood_raw
batch1
VT_190415_M380_145.raw
cordblood_raw
batch1
VT_190415_M380_147.raw
cordblood_raw
batch1
VT_190415_M380_149.raw
cordblood_raw
batch1
VT_190415_M380_151.raw
cordblood_raw
batch1
VT_190415_M380_153.raw
cordblood_raw
batch1
VT_190415_M380_155.raw
cordblood_raw
batch1
VT_190415_M380_157.raw
cordblood_raw
batch1
VT_190415_M380_159.raw
cordblood_raw
batch1
VT_190415_M380_161.raw
cordblood_raw
batch1
VT_190415_M380_163.raw
cordblood_raw
batch1
VT_190415_M380_165.raw
cordblood_raw
batch1
VT_190415_M380_167.raw
cordblood_raw
batch1
VT_190415_M380_169.raw
cordblood_raw
batch1
VT_190415_M380_171.raw
cordblood_raw
batch1
VT_190415_M380_173.raw
cordblood_raw
batch1
VT_190415_M380_175.raw
cordblood_raw
batch1
VT_190415_M380_177.raw
cordblood_raw
batch1
VT_190415_M380_179.raw
cordblood_raw
batch1
VT_190415_M380_181.raw
cordblood_raw
batch1
VT_190415_M380_183.raw
cordblood_raw
batch1
VT_190415_M380_185.raw
cordblood_raw
batch1
VT_190415_M380_187.raw
cordblood_raw
batch1
VT_190415_M380_189.raw
cordblood_raw
batch1
VT_190415_M380_191.raw
cordblood_raw
batch1
VT_190415_M380_193.raw
cordblood_raw
batch1
VT_190415_M380_195.raw
cordblood_raw
batch1
VT_190415_M380_197.raw
cordblood_raw
batch1
VT_190415_M380_199.raw
cordblood_raw
batch1
VT_190415_M380_201.raw
cordblood_raw
batch1
VT_190415_M380_203.raw
cordblood_raw
batch1
VT_190415_M380_205.raw
cordblood_raw
batch1
VT_190415_M380_207.raw
cordblood_raw
batch1
VT_190415_M380_209.raw
cordblood_raw
batch1
VT_190415_M380_211.raw
cordblood_raw
batch1
VT_190415_M380_213.raw
cordblood_raw
batch1
VT_190415_M380_215.raw
cordblood_raw
batch1
VT_190415_M380_217.raw
cordblood_raw
batch1
VT_190415_M380_219.raw
cordblood_raw
batch1
VT_190415_M380_221.raw
cordblood_raw
batch1
VT_190415_M380_223.raw
cordblood_raw
batch1
VT_190415_M380_225.raw
cordblood_raw
batch1
VT_190415_M380_227.raw
cordblood_raw
batch1
VT_190415_M380_229.raw
cordblood_raw
batch1
VT_190415_M380_231.raw
cordblood_raw
batch1
VT_190415_M380_233.raw
cordblood_raw
batch1
VT_190415_M380_235.raw
cordblood_raw
batch1
VT_190415_M380_237.raw
cordblood_raw
batch1
VT_190415_M380_239.raw
cordblood_raw
batch1
VT_190415_M380_241.raw
cordblood_raw
batch1
VT_190415_M380_243.raw
cordblood_raw
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cordblood_raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1545/3150 [2:08:22<12:52:04, 28.86s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1546/3150 [2:08:24<9:54:18, 22.23s/it] 
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batch4
VT_190419_M380_023.raw
cordblood_raw
batch4
VT_190419_M380_025.raw
cordblood_raw
batch4
VT_190419_M380_027.raw
cordblood_raw
batch4
VT_190419_M380_029.raw
cordblood_raw
batch4
VT_190419_M380_031.raw
cordblood_raw
batch4
VT_190419_M380_033.raw
cordblood_raw
batch4
VT_190419_M380_035.raw
cordblood_raw
batch4
VT_190419_M380_037.raw
cordblood_raw
batch4
VT_190419_M380_039.raw
cordblood_raw
batch4
VT_190419_M380_041.raw
cordblood_raw
batch4
VT_190419_M380_043.raw
cordblood_raw
batch4
VT_190419_M380_045.raw
cordblood_raw
batch4
VT_190419_M380_047.raw
cordblood_raw
batch4
VT_190419_M380_049.raw
cordblood_raw
batch4
VT_190419_M380_051.raw
cordblood_raw
batch4
VT_190419_M380_053.raw
cordblood_raw
batch4
VT_190419_M380_055.raw
cordblood_raw
batch4
VT_190419_M380_057.raw
cordblood_raw
batch4
VT_190419_M380_059.raw
cordblood_raw
batch4
VT_190419_M380_061.raw
cordblood_raw
batch4
VT_190419_M380_063.raw
cordblood_raw
batch4
VT_190419_M380_065.raw
cordblood_raw
batch4
VT_190419_M380_067.raw
cordblood_raw
batch4
VT_190419_M380_069.raw
cordblood_raw
batch4
VT_190419_M380_071.raw
cordblood_raw
batch4
VT_190419_M380_073.raw
cordblood_raw
batch4
VT_190419_M380_075.raw
cordblood_raw
batch4
VT_190419_M380_077.raw
cordblood_raw
batch4
VT_190419_M380_079.raw
cordblood_raw
batch4
VT_190419_M380_081.raw
cordblood_raw
batch4
VT_190419_M380_083.raw
cordblood_raw
batch4
VT_190419_M380_085.raw
cordblood_raw
batch4
VT_190419_M380_087.raw
cordblood_raw
batch4
VT_190419_M380_089.raw
cordblood_raw
batch4
VT_190419_M380_091.raw
cordblood_raw
batch4
VT_190419_M380_093.raw
cordblood_raw
batch4
VT_190419_M380_095.raw
cordblood_raw
batch4
VT_190419_M380_097.raw
cordblood_raw
batch4
VT_190419_M380_099.raw
cordblood_raw
batch4
VT_190419_M380_101.raw
cordblood_raw
batch4
VT_190419_M380_103.raw
cordblood_raw
batch4
VT_190419_M380_105.raw
cordblood_raw
batch4
VT_190419_M380_107.raw
cordblood_raw
batch4
VT_190419_M380_109.raw
cordblood_raw
batch4
VT_190419_M380_111.raw
cordblood_raw
batch4
VT_190419_M380_113.raw
cordblood_raw
batch4
VT_190419_M380_115.raw
cordblood_raw
batch4
VT_190419_M380_117.raw
cordblood_raw
batch4
VT_190419_M380_119.raw
cordblood_raw
batch4
VT_190419_M380_121.raw
cordblood_raw
batch4
VT_190419_M380_123.raw
cordblood_raw
batch4
VT_190419_M380_125.raw
cordblood_raw
batch4
VT_190419_M380_127.raw
cordblood_raw
batch4
VT_190419_M380_129.raw
cordblood_raw
batch4
VT_190419_M380_131.raw
cordblood_raw
batch4
VT_190419_M380_133.raw
cordblood_raw
batch4
VT_190419_M380_135.raw
cordblood_raw
batch4
VT_190419_M380_137.raw
cordblood_raw
batch4
VT_190419_M380_139.raw
cordblood_raw
batch4
VT_190419_M380_141.raw
cordblood_raw
batch4
VT_190419_M380_143.raw
cordblood_raw
batch4
VT_190419_M380_145.raw
cordblood_raw
batch4
VT_190419_M380_147.raw
cordblood_raw
batch4
VT_190419_M380_149.raw
cordblood_raw
batch4
VT_190419_M380_151.raw
cordblood_raw
batch4
VT_190419_M380_153.raw
cordblood_raw
batch4
VT_190419_M380_155.raw
cordblood_raw
batch4
VT_190419_M380_157.raw
cordblood_raw
batch4
VT_190419_M380_159.raw
cordblood_raw
batch4
VT_190419_M380_161.raw
cordblood_raw
batch4
VT_190419_M380_163.raw
cordblood_raw
batch4
VT_190419_M380_165.raw
cordblood_raw
batch4
VT_190419_M380_167.raw
cordblood_raw
batch4
VT_190419_M380_169.raw
cordblood_raw
batch4
VT_190419_M380_171.raw
cordblood_raw
batch4
VT_190419_M380_173.raw
cordblood_raw
batch4
VT_190419_M380_175.raw
cordblood_raw
batch4
VT_190419_M380_177.raw
cordblood_raw
batch4
VT_190419_M380_179.raw
cordblood_raw
batch4
VT_190419_M380_181.raw
cordblood_raw
batch4
VT_190419_M380_183.raw
cordblood_raw
batch4
VT_190419_M380_185.raw
cordblood_raw
batch4
VT_190419_M380_187.raw
cordblood_raw
batch4
VT_190419_M380_189.raw
cordblood_raw
batch4
VT_190419_M380_191.raw
cordblood_raw
batch4
VT_190419_M380_193.raw
cordblood_raw
batch4
VT_190419_M380_195.raw
cordblood_raw
batch4
VT_190419_M380_197.raw
cordblood_raw
batch4
VT_190419_M380_199.raw
cordblood_raw
batch4
VT_190419_M380_201.raw
cordblood_raw
batch4
VT_190419_M380_203.raw
cordblood_raw
batch4
VT_190419_M380_205.raw
cordblood_raw
batch4
VT_190419_M380_207.raw
cordblood_raw
batch4
VT_190419_M380_209.raw
cordblood_raw
batch4
VT_190419_M380_211.raw
cordblood_raw
batch4
VT_190419_M380_213.raw
cordblood_raw
batch4
VT_190419_M380_215.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 543 rows!
Extracted information for 543 samples.
Processing  ST001751
Initiating REDU-table generation for AN002854
Rest length is 33
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
210403_Analyst files_FFA_NIH3T3
VJ_17.05.13_2.wiff
210403_Analyst files_FFA_NIH3T3
VJ_17.05.17-n3.wiff
210403_Analyst files_FFA_NIH3T3
VJ_17.05.17.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST002351
Initiating REDU-table generation for AN003837
Rest length is 699
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_1.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_10.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_11.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_12.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_13.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_14.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_15.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_16.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_17.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_18.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_19.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_2.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_20.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_21.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_22.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_23.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_24.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_25.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_26.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_27.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_28.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_29.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_3.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_30.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_31.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_32.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_33.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_34.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_35.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_36.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_37.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_38.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_39.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_4.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_40.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_41.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_42.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_43.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_44.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_45.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_46.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_47.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_48.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_49.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_5.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_50.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_51.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_52.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_53.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_54.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_55.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_56.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_57.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_6.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_7.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_8.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_HHEAR_9.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_1.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_10.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_11.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_12.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_13.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_14.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_15.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_16.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_17.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_18.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_19.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_2.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_20.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_21.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_3.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_4.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_5.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_6.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_7.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_8.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_NIST_9.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_1.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_10.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_11.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_12.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_13.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_14.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_15.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_16.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_17.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_18.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_19.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_2.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_20.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_21.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_22.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_23.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_24.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_25.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_26.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_27.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_28.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_29.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_3.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_30.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_31.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_32.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_33.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_34.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_35.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_36.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_37.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_38.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_39.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_4.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_40.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_41.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_42.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_43.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_44.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_45.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_46.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_47.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_48.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_49.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_5.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_50.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_51.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_52.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_53.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_54.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_55.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_56.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_57.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_6.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_7.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_8.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_SP_9.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_1.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_10.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_100.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_101.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_102.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_103.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_104.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_105.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_106.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_107.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_108.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_109.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_11.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_110.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_111.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_112.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_113.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_114.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_115.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_116.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_117.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_118.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_119.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_120.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_121.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_122.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_123.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_124.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_125.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_126.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_127.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_128.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_129.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_13.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_130.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_131.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_132.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_134.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_135.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_136.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_137.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_138.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_139.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_14.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_140.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_141.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_142.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_143.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_144.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_145.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_146.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_147.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_148.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_149.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_15.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_150.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_151.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_153.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_154.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_155.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_156.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_157.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_158.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_159.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_16.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_160.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_161.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_162.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_163.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_164.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_165.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_166.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_167.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_168.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_169.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_17.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_170.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_171.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_172.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_173.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_174.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_175.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_176.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_177.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_178.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_179.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_18.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_180.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_181.raw
Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_206.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_207.raw
Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_276.raw
Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_277.raw
Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_318.raw
Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_32.raw
Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_336.raw
Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_338.raw
Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
PZDu_S_49.raw
Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted
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Perng Zhu Dunlop-LCMS-Untargeted/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1547/3150 [2:08:32<8:11:52, 18.41s/it]
 49%|████▉     | 1549/3150 [2:08:32<4:42:01, 10.57s/it]
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 699 rows!
Extracted information for 699 samples.
Processing  ST003149
No raw data detected. Ignoring ST003149
Processing  ST002290
No raw data detected. Ignoring ST002290
Processing  ST000385
No raw data detected. Ignoring ST000385
Processing  ST002049
Initiating REDU-table generation for AN003336
Rest length is 643
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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Chatzi Dabelea-LCMS-Untargeted/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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Chatzi Dabelea-LCMS-Untargeted
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Chatzi Dabelea-LCMS-Untargeted
S_529.raw
Chatzi Dabelea-LCMS-Untargeted
S_53.raw
Chatzi Dabelea-LCMS-Untargeted
S_530.raw
Chatzi Dabelea-LCMS-Untargeted
S_531.raw
Chatzi Dabelea-LCMS-Untargeted
S_532.raw
Chatzi Dabelea-LCMS-Untargeted
S_54.raw
Chatzi Dabelea-LCMS-Untargeted
S_55.raw
Chatzi Dabelea-LCMS-Untargeted
S_56.raw
Chatzi Dabelea-LCMS-Untargeted
S_57.raw
Chatzi Dabelea-LCMS-Untargeted
S_58.raw
Chatzi Dabelea-LCMS-Untargeted
S_59.raw
Chatzi Dabelea-LCMS-Untargeted
S_6.raw
Chatzi Dabelea-LCMS-Untargeted
S_60.raw
Chatzi Dabelea-LCMS-Untargeted
S_61.raw
Chatzi Dabelea-LCMS-Untargeted
S_62.raw
Chatzi Dabelea-LCMS-Untargeted
S_63.raw
Chatzi Dabelea-LCMS-Untargeted
S_64.raw
Chatzi Dabelea-LCMS-Untargeted
S_65.raw
Chatzi Dabelea-LCMS-Untargeted
S_66.raw
Chatzi Dabelea-LCMS-Untargeted
S_67.raw
Chatzi Dabelea-LCMS-Untargeted
S_68.raw
Chatzi Dabelea-LCMS-Untargeted
S_69.raw
Chatzi Dabelea-LCMS-Untargeted
S_7.raw
Chatzi Dabelea-LCMS-Untargeted
S_70.raw
Chatzi Dabelea-LCMS-Untargeted
S_71.raw
Chatzi Dabelea-LCMS-Untargeted
S_72.raw
Chatzi Dabelea-LCMS-Untargeted
S_73.raw
Chatzi Dabelea-LCMS-Untargeted
S_74.raw
Chatzi Dabelea-LCMS-Untargeted
S_75.raw
Chatzi Dabelea-LCMS-Untargeted
S_76.raw
Chatzi Dabelea-LCMS-Untargeted
S_77.raw
Chatzi Dabelea-LCMS-Untargeted
S_78.raw
Chatzi Dabelea-LCMS-Untargeted
S_79.raw
Chatzi Dabelea-LCMS-Untargeted
S_8.raw
Chatzi Dabelea-LCMS-Untargeted
S_80.raw
Chatzi Dabelea-LCMS-Untargeted
S_81.raw
Chatzi Dabelea-LCMS-Untargeted
S_82.raw
Chatzi Dabelea-LCMS-Untargeted
S_83.raw
Chatzi Dabelea-LCMS-Untargeted
S_84.raw
Chatzi Dabelea-LCMS-Untargeted
S_85.raw
Chatzi Dabelea-LCMS-Untargeted
S_86.raw
Chatzi Dabelea-LCMS-Untargeted
S_87.raw
Chatzi Dabelea-LCMS-Untargeted
S_88.raw
Chatzi Dabelea-LCMS-Untargeted
S_89.raw
Chatzi Dabelea-LCMS-Untargeted
S_9.raw
Chatzi Dabelea-LCMS-Untargeted
S_90.raw
Chatzi Dabelea-LCMS-Untargeted
S_91.raw
Chatzi Dabelea-LCMS-Untargeted
S_92.raw
Chatzi Dabelea-LCMS-Untargeted
S_93.raw
Chatzi Dabelea-LCMS-Untargeted
S_94.raw
Chatzi Dabelea-LCMS-Untargeted
S_95.raw
Chatzi Dabelea-LCMS-Untargeted
S_96.raw
Chatzi Dabelea-LCMS-Untargeted
S_97.raw
Chatzi Dabelea-LCMS-Untargeted
S_98.raw
Chatzi Dabelea-LCMS-Untargeted
S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 643 rows!
Extracted information for 643 samples.
Processing  ST002512
Initiating REDU-table generation for AN004136
Rest length is 110
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004137
Rest length is 110
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Intestinal
Neg_Bk_1(1).mzML
Intestinal
Neg_Bk_1(1).raw
Intestinal
Neg_Bk_10.mzML
Intestinal
Neg_Bk_10.raw
Intestinal
Neg_Bk_11.mzML
Intestinal
Neg_Bk_11.raw
Intestinal
Neg_Bk_2(1).mzML
Intestinal
Neg_Bk_2(1).raw
Intestinal
Neg_Bk_3(1).mzML
Intestinal
Neg_Bk_3(1).raw
Intestinal
Neg_Bk_4.mzML
Intestinal
Neg_Bk_4.raw
Intestinal
Neg_Bk_5.mzML
Intestinal
Neg_Bk_5.raw
Intestinal
Neg_Bk_6.mzML
Intestinal
Neg_Bk_6.raw
Intestinal
Neg_Bk_7.mzML
Intestinal
Neg_Bk_7.raw
Intestinal
Neg_Bk_8.mzML
Intestinal
Neg_Bk_8.raw
Intestinal
Neg_Bk_9.mzML
Intestinal
Neg_Bk_9.raw
Intestinal
Neg_Cecal_El15644_14.mzML
Intestinal
Neg_Cecal_El15644_14.raw
Intestinal
Neg_Cecal_El15644_21.mzML
Intestinal
Neg_Cecal_El15644_21.raw
Intestinal
Neg_Cecal_El15644_22.mzML
Intestinal
Neg_Cecal_El15644_22.raw
Intestinal
Neg_Cecal_El15644_23.mzML
Intestinal
Neg_Cecal_El15644_23.raw
Intestinal
Neg_Cecal_El15644_6.mzML
Intestinal
Neg_Cecal_El15644_6.raw
Intestinal
Neg_Cecal_El15644_7.mzML
Intestinal
Neg_Cecal_El15644_7.raw
Intestinal
Neg_Cecal_El2243_12.mzML
Intestinal
Neg_Cecal_El2243_12.raw
Intestinal
Neg_Cecal_El2243_13.mzML
Intestinal
Neg_Cecal_El2243_13.raw
Intestinal
Neg_Cecal_El2243_24.mzML
Intestinal
Neg_Cecal_El2243_24.raw
Intestinal
Neg_Cecal_El2243_25.mzML
Intestinal
Neg_Cecal_El2243_25.raw
Intestinal
Neg_Cecal_El2243_4.mzML
Intestinal
Neg_Cecal_El2243_4.raw
Intestinal
Neg_Cecal_El2243_5.mzML
Intestinal
Neg_Cecal_El2243_5.raw
Intestinal
Neg_Cecal_ElAB12n2_10.mzML
Intestinal
Neg_Cecal_ElAB12n2_10.raw
Intestinal
Neg_Cecal_ElAB12n2_11.mzML
Intestinal
Neg_Cecal_ElAB12n2_11.raw
Intestinal
Neg_Cecal_ElAB12n2_16.mzML
Intestinal
Neg_Cecal_ElAB12n2_16.raw
Intestinal
Neg_Cecal_ElAB12n2_17.mzML
Intestinal
Neg_Cecal_ElAB12n2_17.raw
Intestinal
Neg_Cecal_ElAB12n2_18.mzML
Intestinal
Neg_Cecal_ElAB12n2_18.raw
Intestinal
Neg_Cecal_ElAB12n2_28.mzML
Intestinal
Neg_Cecal_ElAB12n2_28.raw
Intestinal
Neg_Cecal_ElAB12n2_29.mzML
Intestinal
Neg_Cecal_ElAB12n2_29.raw
Intestinal
Neg_Cecal_ElAB12n2_30.mzML
Intestinal
Neg_Cecal_ElAB12n2_30.raw
Intestinal
Neg_Cecal_GF_1.mzML
Intestinal
Neg_Cecal_GF_1.raw
Intestinal
Neg_Cecal_GF_2.mzML
Intestinal
Neg_Cecal_GF_2.raw
Intestinal
Neg_Cecal_GF_26.mzML
Intestinal
Neg_Cecal_GF_26.raw
Intestinal
Neg_Cecal_GF_27.mzML
Intestinal
Neg_Cecal_GF_27.raw
Intestinal
Neg_Cecal_GF_3.mzML
Intestinal
Neg_Cecal_GF_3.raw
Intestinal
Neg_Cecal_pool_0.mzML
Intestinal
Neg_Cecal_pool_0.raw
Intestinal
Neg_Cecal_pool_1.mzML
Intestinal
Neg_Cecal_pool_1.raw
Intestinal
Neg_Cecal_pool_2.mzML
Intestinal
Neg_Cecal_pool_2.raw
Intestinal
Neg_Cecal_pool_3.mzML
Intestinal
Neg_Cecal_pool_3.raw
Intestinal
Neg_LI_El15644_14.mzML
Intestinal
Neg_LI_El15644_14.raw
Intestinal
Neg_LI_El15644_21.mzML
Intestinal
Neg_LI_El15644_21.raw
Intestinal
Neg_LI_El15644_22.mzML
Intestinal
Neg_LI_El15644_22.raw
Intestinal
Neg_LI_El15644_23.mzML
Intestinal
Neg_LI_El15644_23.raw
Intestinal
Neg_LI_El15644_6.mzML
Intestinal
Neg_LI_El15644_6.raw
Intestinal
Neg_LI_El15644_7.mzML
Intestinal
Neg_LI_El15644_7.raw
Intestinal
Neg_LI_El2243_12.mzML
Intestinal
Neg_LI_El2243_12.raw
Intestinal
Neg_LI_El2243_13.mzML
Intestinal
Neg_LI_El2243_13.raw
Intestinal
Neg_LI_El2243_24.mzML
Intestinal
Neg_LI_El2243_24.raw
Intestinal
Neg_LI_El2243_25.mzML
Intestinal
Neg_LI_El2243_25.raw
Intestinal
Neg_LI_El2243_4.mzML
Intestinal
Neg_LI_El2243_4.raw
Intestinal
Neg_LI_El2243_5.mzML
Intestinal
Neg_LI_El2243_5.raw
Intestinal
Neg_LI_ElAB12n2_10.mzML
Intestinal
Neg_LI_ElAB12n2_10.raw
Intestinal
Neg_LI_ElAB12n2_11.mzML
Intestinal
Neg_LI_ElAB12n2_11.raw
Intestinal
Neg_LI_ElAB12n2_16.mzML
Intestinal
Neg_LI_ElAB12n2_16.raw
Intestinal
Neg_LI_ElAB12n2_17.mzML
Intestinal
Neg_LI_ElAB12n2_17.raw
Intestinal
Neg_LI_ElAB12n2_18.mzML
Intestinal
Neg_LI_ElAB12n2_18.raw
Intestinal
Neg_LI_ElAB12n2_28.mzML
Intestinal
Neg_LI_ElAB12n2_28.raw
Intestinal
Neg_LI_ElAB12n2_29.mzML
Intestinal
Neg_LI_ElAB12n2_29.raw
Intestinal
Neg_LI_ElAB12n2_30.mzML
Intestinal
Neg_LI_ElAB12n2_30.raw
Intestinal
Neg_LI_GF_1.mzML
Intestinal
Neg_LI_GF_1.raw
Intestinal
Neg_LI_GF_2.mzML
Intestinal
Neg_LI_GF_2.raw
Intestinal
Neg_LI_GF_26.mzML
Intestinal
Neg_LI_GF_26.raw
Intestinal
Neg_LI_GF_27.mzML
Intestinal
Neg_LI_GF_27.raw
Intestinal
Neg_LI_GF_3.mzML
Intestinal
Neg_LI_GF_3.raw
Intestinal
Neg_LI_pool_0.mzML
Intestinal
Neg_LI_pool_0.raw
Intestinal
Neg_LI_pool_1.mzML
Intestinal
Neg_LI_pool_1.raw
Intestinal
Neg_LI_pool_2.mzML
Intestinal
Neg_LI_pool_2.raw
Intestinal
Neg_LI_pool_3.mzML
Intestinal
Neg_LI_pool_3.raw
Intestinal
Neg_SI_El15644_14.mzML
Intestinal
Neg_SI_El15644_14.raw
Intestinal
Neg_SI_El15644_21.mzML
Intestinal
Neg_SI_El15644_21.raw
Intestinal
Neg_SI_El15644_22.mzML
Intestinal
Neg_SI_El15644_22.raw
Intestinal
Neg_SI_El15644_23.mzML
Intestinal
Neg_SI_El15644_23.raw
Intestinal
Neg_SI_El15644_6.mzML
Intestinal
Neg_SI_El15644_6.raw
Intestinal
Neg_SI_El15644_7.mzML
Intestinal
Neg_SI_El15644_7.raw
Intestinal
Neg_SI_El2243_12.mzML
Intestinal
Neg_SI_El2243_12.raw
Intestinal
Neg_SI_El2243_13.mzML
Intestinal
Neg_SI_El2243_13.raw
Intestinal
Neg_SI_El2243_24.mzML
Intestinal
Neg_SI_El2243_24.raw
Intestinal
Neg_SI_El2243_25.mzML
Intestinal
Neg_SI_El2243_25.raw
Intestinal
Neg_SI_El2243_4.mzML
Intestinal
Neg_SI_El2243_4.raw
Intestinal
Neg_SI_El2243_5.mzML
Intestinal
Neg_SI_El2243_5.raw
Intestinal
Neg_SI_ElAB12n2_10.mzML
Intestinal
Neg_SI_ElAB12n2_10.raw
Intestinal
Neg_SI_ElAB12n2_11.mzML
Intestinal
Neg_SI_ElAB12n2_11.raw
Intestinal
Neg_SI_ElAB12n2_17.mzML
Intestinal
Neg_SI_ElAB12n2_17.raw
Intestinal
Neg_SI_ElAB12n2_18.mzML
Intestinal
Neg_SI_ElAB12n2_18.raw
Intestinal
Neg_SI_ElAB12n2_28.mzML
Intestinal
Neg_SI_ElAB12n2_28.raw
Intestinal
Neg_SI_ElAB12n2_29.mzML
Intestinal
Neg_SI_ElAB12n2_29.raw
Intestinal
Neg_SI_ElAB12n2_30.mzML
Intestinal
Neg_SI_ElAB12n2_30.raw
Intestinal
Neg_SI_GF_1.mzML
Intestinal
Neg_SI_GF_1.raw
Intestinal
Neg_SI_GF_2.mzML
Intestinal
Neg_SI_GF_2.raw
Intestinal
Neg_SI_GF_26.mzML
Intestinal
Neg_SI_GF_26.raw
Intestinal
Neg_SI_GF_27.mzML
Intestinal
Neg_SI_GF_27.raw
Intestinal
Neg_SI_GF_3.mzML
Intestinal
Neg_SI_GF_3.raw
Intestinal
Neg_SI_pool_0.mzML
Intestinal
Neg_SI_pool_0.raw
Intestinal
Neg_SI_pool_1.mzML
Intestinal
Neg_SI_pool_1.raw
Intestinal
Neg_SI_pool_2.mzML
Intestinal
Neg_SI_pool_2.raw
Intestinal
Neg_SI_pool_3.mzML
Intestinal
Neg_SI_pool_3.raw
Intestinal
Neg_bk_1.mzML
Intestinal
Neg_bk_1.raw
Intestinal
Neg_bk_12.mzML
Intestinal
Neg_bk_12.raw
Intestinal
Neg_bk_2.mzML
Intestinal
Neg_bk_2.raw
Intestinal
Neg_bk_3.mzML
Intestinal
Neg_bk_3.raw
Intestinal
Neg_pool_1.mzML
Intestinal
Neg_pool_1.raw
Intestinal
Neg_pool_2.mzML
Intestinal
Neg_pool_2.raw
Intestinal
Neg_pool_3.mzML
Intestinal
Neg_pool_3.raw
Intestinal
Neg_preBk.mzML
Intestinal
Neg_preBk.raw
Intestinal
Pos_Bk_1.mzML
Intestinal
Pos_Bk_1.raw
Intestinal
Pos_Bk_10.mzML
Intestinal
Pos_Bk_10.raw
Intestinal
Pos_Bk_11.mzML
Intestinal
Pos_Bk_11.raw
Intestinal
Pos_Bk_2(1).mzML
Intestinal
Pos_Bk_2(1).raw
Intestinal
Pos_Bk_3.mzML
Intestinal
Pos_Bk_3.raw
Intestinal
Pos_Bk_4.mzML
Intestinal
Pos_Bk_4.raw
Intestinal
Pos_Bk_5.mzML
Intestinal
Pos_Bk_5.raw
Intestinal
Pos_Bk_6.mzML
Intestinal
Pos_Bk_6.raw
Intestinal
Pos_Bk_7.mzML
Intestinal
Pos_Bk_7.raw
Intestinal
Pos_Bk_8.mzML
Intestinal
Pos_Bk_8.raw
Intestinal
Pos_Bk_9.mzML
Intestinal
Pos_Bk_9.raw
Intestinal
Pos_Cecal_El15644_14.mzML
Intestinal
Pos_Cecal_El15644_14.raw
Intestinal
Pos_Cecal_El15644_21.mzML
Intestinal
Pos_Cecal_El15644_21.raw
Intestinal
Pos_Cecal_El15644_22.mzML
Intestinal
Pos_Cecal_El15644_22.raw
Intestinal
Pos_Cecal_El15644_23.mzML
Intestinal
Pos_Cecal_El15644_23.raw
Intestinal
Pos_Cecal_El15644_6.mzML
Intestinal
Pos_Cecal_El15644_6.raw
Intestinal
Pos_Cecal_El15644_7.mzML
Intestinal
Pos_Cecal_El15644_7.raw
Intestinal
Pos_Cecal_El2243_12.mzML
Intestinal
Pos_Cecal_El2243_12.raw
Intestinal
Pos_Cecal_El2243_13.mzML
Intestinal
Pos_Cecal_El2243_13.raw
Intestinal
Pos_Cecal_El2243_24.mzML
Intestinal
Pos_Cecal_El2243_24.raw
Intestinal
Pos_Cecal_El2243_25.mzML
Intestinal
Pos_Cecal_El2243_25.raw
Intestinal
Pos_Cecal_El2243_4.mzML
Intestinal
Pos_Cecal_El2243_4.raw
Intestinal
Pos_Cecal_El2243_5.mzML
Intestinal
Pos_Cecal_El2243_5.raw
Intestinal
Pos_Cecal_ElAB12n2_10.mzML
Intestinal
Pos_Cecal_ElAB12n2_10.raw
Intestinal
Pos_Cecal_ElAB12n2_11.mzML
Intestinal
Pos_Cecal_ElAB12n2_11.raw
Intestinal
Pos_Cecal_ElAB12n2_16.mzML
Intestinal
Pos_Cecal_ElAB12n2_16.raw
Intestinal
Pos_Cecal_ElAB12n2_17.mzML
Intestinal
Pos_Cecal_ElAB12n2_17.raw
Intestinal
Pos_Cecal_ElAB12n2_18.mzML
Intestinal
Pos_Cecal_ElAB12n2_18.raw
Intestinal
Pos_Cecal_ElAB12n2_28.mzML
Intestinal
Pos_Cecal_ElAB12n2_28.raw
Intestinal
Pos_Cecal_ElAB12n2_29.mzML
Intestinal
Pos_Cecal_ElAB12n2_29.raw
Intestinal
Pos_Cecal_ElAB12n2_30.mzML
Intestinal
Pos_Cecal_ElAB12n2_30.raw
Intestinal
Pos_Cecal_GF_1.mzML
Intestinal
Pos_Cecal_GF_1.raw
Intestinal
Pos_Cecal_GF_2.mzML
Intestinal
Pos_Cecal_GF_2.raw
Intestinal
Pos_Cecal_GF_26.mzML
Intestinal
Pos_Cecal_GF_26.raw
Intestinal
Pos_Cecal_GF_27.mzML
Intestinal
Pos_Cecal_GF_27.raw
Intestinal
Pos_Cecal_GF_3.mzML
Intestinal
Pos_Cecal_GF_3.raw
Intestinal
Pos_Cecal_pool_0.mzML
Intestinal
Pos_Cecal_pool_0.raw
Intestinal
Pos_Cecal_pool_1.mzML
Intestinal
Pos_Cecal_pool_1.raw
Intestinal
Pos_Cecal_pool_2.mzML
Intestinal
Pos_Cecal_pool_2.raw
Intestinal
Pos_Cecal_pool_3.mzML
Intestinal
Pos_Cecal_pool_3.raw
Intestinal
Pos_LI_El15644_14.mzML
Intestinal
Pos_LI_El15644_14.raw
Intestinal
Pos_LI_El15644_21.mzML
Intestinal
Pos_LI_El15644_21.raw
Intestinal
Pos_LI_El15644_22.mzML
Intestinal
Pos_LI_El15644_22.raw
Intestinal
Pos_LI_El15644_23.mzML
Intestinal
Pos_LI_El15644_23.raw
Intestinal
Pos_LI_El15644_6.mzML
Intestinal
Pos_LI_El15644_6.raw
Intestinal
Pos_LI_El15644_7.mzML
Intestinal
Pos_LI_El15644_7.raw
Intestinal
Pos_LI_El2243_12.mzML
Intestinal
Pos_LI_El2243_12.raw
Intestinal
Pos_LI_El2243_13.mzML
Intestinal
Pos_LI_El2243_13.raw
Intestinal
Pos_LI_El2243_24.mzML
Intestinal
Pos_LI_El2243_24.raw
Intestinal
Pos_LI_El2243_25.mzML
Intestinal
Pos_LI_El2243_25.raw
Intestinal
Pos_LI_El2243_4.mzML
Intestinal
Pos_LI_El2243_4.raw
Intestinal
Pos_LI_El2243_5.mzML
Intestinal
Pos_LI_El2243_5.raw
Intestinal
Pos_LI_ElAB12n2_10.mzML
Intestinal
Pos_LI_ElAB12n2_10.raw
Intestinal
Pos_LI_ElAB12n2_11.mzML
Intestinal
Pos_LI_ElAB12n2_11.raw
Intestinal
Pos_LI_ElAB12n2_16.mzML
Intestinal
Pos_LI_ElAB12n2_16.raw
Intestinal
Pos_LI_ElAB12n2_17.mzML
Intestinal
Pos_LI_ElAB12n2_17.raw
Intestinal
Pos_LI_ElAB12n2_18.mzML
Intestinal
Pos_LI_ElAB12n2_18.raw
Intestinal
Pos_LI_ElAB12n2_28.mzML
Intestinal
Pos_LI_ElAB12n2_28.raw
Intestinal
Pos_LI_ElAB12n2_29.mzML
Intestinal
Pos_LI_ElAB12n2_29.raw
Intestinal
Pos_LI_ElAB12n2_30.mzML
Intestinal
Pos_LI_ElAB12n2_30.raw
Intestinal
Pos_LI_GF_1.mzML
Intestinal
Pos_LI_GF_1.raw
Intestinal
Pos_LI_GF_2.mzML
Intestinal
Pos_LI_GF_2.raw
Intestinal
Pos_LI_GF_26.mzML
Intestinal
Pos_LI_GF_26.raw
Intestinal
Pos_LI_GF_27.mzML
Intestinal
Pos_LI_GF_27.raw
Intestinal
Pos_LI_GF_3.mzML
Intestinal
Pos_LI_GF_3.raw
Intestinal
Pos_LI_pool_0.mzML
Intestinal
Pos_LI_pool_0.raw
Intestinal
Pos_LI_pool_1.mzML
Intestinal
Pos_LI_pool_1.raw
Intestinal
Pos_LI_pool_2.mzML
Intestinal
Pos_LI_pool_2.raw
Intestinal
Pos_LI_pool_3.mzML
Intestinal
Pos_LI_pool_3.raw
Intestinal
Pos_SI_El15644_14.mzML
Intestinal
Pos_SI_El15644_14.raw
Intestinal
Pos_SI_El15644_21.mzML
Intestinal
Pos_SI_El15644_21.raw
Intestinal
Pos_SI_El15644_22.mzML
Intestinal
Pos_SI_El15644_22.raw
Intestinal
Pos_SI_El15644_23.mzML
Intestinal
Pos_SI_El15644_23.raw
Intestinal
Pos_SI_El15644_6.mzML
Intestinal
Pos_SI_El15644_6.raw
Intestinal
Pos_SI_El15644_7.mzML
Intestinal
Pos_SI_El15644_7.raw
Intestinal
Pos_SI_El2243_12.mzML
Intestinal
Pos_SI_El2243_12.raw
Intestinal
Pos_SI_El2243_13.mzML
Intestinal
Pos_SI_El2243_13.raw
Intestinal
Pos_SI_El2243_24.mzML
Intestinal
Pos_SI_El2243_24.raw
Intestinal
Pos_SI_El2243_25.mzML
Intestinal
Pos_SI_El2243_25.raw
Intestinal
Pos_SI_El2243_4.mzML
Intestinal
Pos_SI_El2243_4.raw
Intestinal
Pos_SI_El2243_5.mzML
Intestinal
Pos_SI_El2243_5.raw
Intestinal
Pos_SI_ElAB12n2_10.mzML
Intestinal
Pos_SI_ElAB12n2_10.raw
Intestinal
Pos_SI_ElAB12n2_11.mzML
Intestinal
Pos_SI_ElAB12n2_11.raw
Intestinal
Pos_SI_ElAB12n2_17.mzML
Intestinal
Pos_SI_ElAB12n2_17.raw
Intestinal
Pos_SI_ElAB12n2_18.mzML
Intestinal
Pos_SI_ElAB12n2_18.raw
Intestinal
Pos_SI_ElAB12n2_28.mzML
Intestinal
Pos_SI_ElAB12n2_28.raw
Intestinal
Pos_SI_ElAB12n2_29.mzML
Intestinal
Pos_SI_ElAB12n2_29.raw
Intestinal
Pos_SI_ElAB12n2_30.mzML
Intestinal
Pos_SI_ElAB12n2_30.raw
Intestinal
Pos_SI_GF_1.mzML
Intestinal
Pos_SI_GF_1.raw
Intestinal
Pos_SI_GF_2.mzML
Intestinal
Pos_SI_GF_2.raw
Intestinal
Pos_SI_GF_26.mzML
Intestinal
Pos_SI_GF_26.raw
Intestinal
Pos_SI_GF_27.mzML
Intestinal
Pos_SI_GF_27.raw
Intestinal
Pos_SI_GF_3.mzML
Intestinal
Pos_SI_GF_3.raw
Intestinal
Pos_SI_pool_0.mzML
Intestinal
Pos_SI_pool_0.raw
Intestinal
Pos_SI_pool_1.mzML
Intestinal
Pos_SI_pool_1.raw
Intestinal
Pos_SI_pool_2.mzML
Intestinal
Pos_SI_pool_2.raw
Intestinal
Pos_SI_pool_3.mzML
Intestinal
Pos_SI_pool_3.raw
Intestinal
Pos_bk_1(1).mzML
Intestinal
Pos_bk_1(1).raw
Intestinal
Pos_bk_11(1).mzML
Intestinal
Pos_bk_11(1).raw
Intestinal
Pos_bk_2.mzML
Intestinal
Pos_bk_2.raw
Intestinal
Pos_bk_3(1).mzML
Intestinal
Pos_bk_3(1).raw
Intestinal
Pos_pool_1.mzML
Intestinal
Pos_pool_1.raw
Intestinal
Pos_pool_2.mzML
Intestinal
Pos_pool_2.raw
Intestinal
Pos_pool_3.mzML
Intestinal
Pos_pool_3.raw
Intestinal
Pos_preBk.mzML
Intestinal
Pos_preBk.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1552/3150 [2:08:44<3:14:31,  7.30s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 49%|████▉     | 1554/3150 [2:08:47<2:15:05,  5.08s/it]
 49%|████▉     | 1558/3150 [2:08:47<1:05:08,  2.46s/it]
Returning 420 rows!
Extracted information for 420 samples.
Processing  ST001362
No raw data detected. Ignoring ST001362
Processing  ST002644
Initiating REDU-table generation for AN004316
Rest length is 68
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217015510.raw
90218015510.raw
90222015510.raw
90223015510.raw
90225015510.raw
90227015510.raw
90229015510.raw
90232015510.raw
90237015510.raw
90239015510.raw
90245015510.raw
90248015510.raw
90251015510.raw
90252015510.raw
90254015510.raw
90258015510.raw
90259015510.raw
90265015510.raw
90266015510.raw
90267015510.raw
90280015510.raw
90281015510.raw
90283015510.raw
90289015510.raw
90292015510.raw
90406015510.raw
90410015510.raw
90412015510.raw
90416015510.raw
90420015510.raw
90421015510.raw
90422015510.raw
90423015510.raw
90426015510.raw
90430015510.raw
90439015510.raw
90441015510.raw
90444015510.raw
90449015510.raw
90450015510.raw
90559015510.raw
90560015510.raw
90564015510.raw
90567015510.raw
90571015510.raw
90576015510.raw
90578015510.raw
90581015510.raw
90585015510.raw
90587015510.raw
IPE_Reference_Gastrocnemius.raw
IPE_Reference_Gastrocnemius02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
SED_Reference_Gastrocnemius.raw
SED_Reference_Gastrocnemius02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 68 rows!
Extracted information for 68 samples.
Processing  ST000780
No raw data detected. Ignoring ST000780
Processing  ST000638
No raw data detected. Ignoring ST000638
Processing  ST001012
No raw data detected. Ignoring ST001012
Processing  ST000547
No raw data detected. Ignoring ST000547
Processing  ST000980
No raw data detected. Ignoring ST000980
Processing  ST003376
Initiating REDU-table generation for AN005528
Rest length is 25
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/25 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 25/25 [00:00<00:00, 939.49it/s]

 50%|████▉     | 1560/3150 [2:08:48<49:24,  1.86s/it]  
 50%|████▉     | 1563/3150 [2:08:50<38:11,  1.44s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 50%|████▉     | 1564/3150 [2:08:53<45:03,  1.70s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000863
No raw data detected. Ignoring ST000863
Processing  ST002206
No raw data detected. Ignoring ST002206
Processing  ST002834
Initiating REDU-table generation for AN004629
Rest length is 164
Adding raw data not present in REST for sample Pos_1'' named Pos_1''.raw
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN004630
Rest length is 164
Adding raw data not present in REST for sample Pos_1'' named Pos_1''.raw
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST003043
Initiating REDU-table generation for AN004992
Rest length is 54
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
K3DM1.mzML
K3DM2.mzML
K3DM3.mzML
K3DM4.mzML
K3DM5.mzML
K3DW1.mzML
K3DW2.mzML
K3DW3.mzML
K3DW4.mzML
K3MM1.mzML
K3MM2.mzML
K3MM3.mzML
K3MM4.mzML
K3MM5.mzML
K3MW1.mzML
K3MW2.mzML
K3MW3.mzML
K3MW4.mzML
S3DMN1.mzML
S3DMN2.mzML
S3DMN3.mzML
S3DMN4.mzML
S3DMN5.mzML
S3DMP1.mzML
S3DMP2.mzML
S3DMP3.mzML
S3DMP4.mzML
S3DMP5.mzML
S3DWN1.mzML
S3DWN2.mzML
S3DWN3.mzML
S3DWN4.mzML
S3DWP1.mzML
S3DWP2.mzML
S3DWP3.mzML
S3DWP4.mzML
S3MMN1.mzML
S3MMN2.mzML
S3MMN3.mzML
S3MMN4.mzML
S3MMN5.mzML
S3MMP1.mzML
S3MMP2.mzML
S3MMP3.mzML
S3MMP4.mzML
S3MMP5.mzML
S3MWN1.mzML
S3MWN2.mzML
S3MWN3.mzML
S3MWN4.mzML
S3MWP1.mzML
S3MWP2.mzML
S3MWP3.mzML
S3MWP4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST001455
No raw data detected. Ignoring ST001455
Processing  ST000284
No raw data detected. Ignoring ST000284
Processing  ST000905
No raw data detected. Ignoring ST000905
Processing  ST002732
Initiating REDU-table generation for AN004429
Rest length is 207
raw file key found.
Initiating REDU-table generation for AN004430
Rest length is 207
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SLE_rawdata
short 10x
SLE_P_100_short10x.wiff
SLE_rawdata
short 10x
SLE_P_101_short10x.wiff
SLE_rawdata
short 10x
SLE_P_103_short10x.wiff
SLE_rawdata
short 10x
SLE_P_104_short10x.wiff
SLE_rawdata
short 10x
SLE_P_105_short10x.wiff
SLE_rawdata
short 10x
SLE_P_107_short10x.wiff
SLE_rawdata
short 10x
SLE_P_108_short10x.wiff
SLE_rawdata
short 10x
SLE_P_109_short10x.wiff
SLE_rawdata
short 10x
SLE_P_10_short10x.wiff
SLE_rawdata
short 10x
SLE_P_110_short10x.wiff
SLE_rawdata
short 10x
SLE_P_111_short10x.wiff
SLE_rawdata
short 10x
SLE_P_112_short10x.wiff
SLE_rawdata
short 10x
SLE_P_113_short10x.wiff
SLE_rawdata
short 10x
SLE_P_114_short10x.wiff
SLE_rawdata
short 10x
SLE_P_115_short10x.wiff
SLE_rawdata
short 10x
SLE_P_116_short10x.wiff
SLE_rawdata
short 10x
SLE_P_117_short10x.wiff
SLE_rawdata
short 10x
SLE_P_118_short10x.wiff
SLE_rawdata
short 10x
SLE_P_119_short10x.wiff
SLE_rawdata
short 10x
SLE_P_11_short10x.wiff
SLE_rawdata
short 10x
SLE_P_120_short10x.wiff
SLE_rawdata
short 10x
SLE_P_121_short10x.wiff
SLE_rawdata
short 10x
SLE_P_122_short10x.wiff
SLE_rawdata
short 10x
SLE_P_123_short10x.wiff
SLE_rawdata
short 10x
SLE_P_124_short10x.wiff
SLE_rawdata
short 10x
SLE_P_125_short10x.wiff
SLE_rawdata
short 10x
SLE_P_126_short10x.wiff
SLE_rawdata
short 10x
SLE_P_127_short10x.wiff
SLE_rawdata
short 10x
SLE_P_128_short10x.wiff
SLE_rawdata
short 10x
SLE_P_129_short10x.wiff
SLE_rawdata
short 10x
SLE_P_12_short10x.wiff
SLE_rawdata
short 10x
SLE_P_130_short10x.wiff
SLE_rawdata
short 10x
SLE_P_131_short10x.wiff
SLE_rawdata
short 10x
SLE_P_132_short10x.wiff
SLE_rawdata
short 10x
SLE_P_133_short10x.wiff
SLE_rawdata
short 10x
SLE_P_134_short10x.wiff
SLE_rawdata
short 10x
SLE_P_135_short10x.wiff
SLE_rawdata
short 10x
SLE_P_136_short10x.wiff
SLE_rawdata
short 10x
SLE_P_137_short10x.wiff
SLE_rawdata
short 10x
SLE_P_138_short10x.wiff
SLE_rawdata
short 10x
SLE_P_139_short10x.wiff
SLE_rawdata
short 10x
SLE_P_13_short10x.wiff
SLE_rawdata
short 10x
SLE_P_140_short10x.wiff
SLE_rawdata
short 10x
SLE_P_141_short10x.wiff
SLE_rawdata
short 10x
SLE_P_142_short10x.wiff
SLE_rawdata
short 10x
SLE_P_143_short10x.wiff
SLE_rawdata
short 10x
SLE_P_144_short10x.wiff
SLE_rawdata
short 10x
SLE_P_145_short10x.wiff
SLE_rawdata
short 10x
SLE_P_146_short10x.wiff
SLE_rawdata
short 10x
SLE_P_147_short10x.wiff
SLE_rawdata
short 10x
SLE_P_148_short10x.wiff
SLE_rawdata
short 10x
SLE_P_149_short10x.wiff
SLE_rawdata
short 10x
SLE_P_14_short10x.wiff
SLE_rawdata
short 10x
SLE_P_150_short10x.wiff
SLE_rawdata
short 10x
SLE_P_151_short10x.wiff
SLE_rawdata
short 10x
SLE_P_152_short10x.wiff
SLE_rawdata
short 10x
SLE_P_153_short10x.wiff
SLE_rawdata
short 10x
SLE_P_154_short10x.wiff
SLE_rawdata
short 10x
SLE_P_155_short10x.wiff
SLE_rawdata
short 10x
SLE_P_156_short10x.wiff
SLE_rawdata
short 10x
SLE_P_157_short10x.wiff
SLE_rawdata
short 10x
SLE_P_158_short10x.wiff
SLE_rawdata
short 10x
SLE_P_159_short10x.wiff
SLE_rawdata
short 10x
SLE_P_15_short10x.wiff
SLE_rawdata
short 10x
SLE_P_160_short10x.wiff
SLE_rawdata
short 10x
SLE_P_161_short10x.wiff
SLE_rawdata
short 10x
SLE_P_162_short10x.wiff
SLE_rawdata
short 10x
SLE_P_163_short10x.wiff
SLE_rawdata
short 10x
SLE_P_164_short10x.wiff
SLE_rawdata
short 10x
SLE_P_165_short10x.wiff
SLE_rawdata
short 10x
SLE_P_166_short10x.wiff
SLE_rawdata
short 10x
SLE_P_167_short10x.wiff
SLE_rawdata
short 10x
SLE_P_168_short10x.wiff
SLE_rawdata
short 10x
SLE_P_169_short10x.wiff
SLE_rawdata
short 10x
SLE_P_16_short10x.wiff
SLE_rawdata
short 10x
SLE_P_170_short10x.wiff
SLE_rawdata
short 10x
SLE_P_171_short10x.wiff
SLE_rawdata
short 10x
SLE_P_172_short10x.wiff
SLE_rawdata
short 10x
SLE_P_173_short10x.wiff
SLE_rawdata
short 10x
SLE_P_174_short10x.wiff
SLE_rawdata
short 10x
SLE_P_175_short10x.wiff
SLE_rawdata
short 10x
SLE_P_176_short10x.wiff
SLE_rawdata
short 10x
SLE_P_177_short10x.wiff
SLE_rawdata
short 10x
SLE_P_178_short10x.wiff
SLE_rawdata
short 10x
SLE_P_179_short10x.wiff
SLE_rawdata
short 10x
SLE_P_17_short10x.wiff
SLE_rawdata
short 10x
SLE_P_180_short10x.wiff
SLE_rawdata
short 10x
SLE_P_181_short10x.wiff
SLE_rawdata
short 10x
SLE_P_182_short10x.wiff
SLE_rawdata
short 10x
SLE_P_183_short10x.wiff
SLE_rawdata
short 10x
SLE_P_184_short10x.wiff
SLE_rawdata
short 10x
SLE_P_185_short10x.wiff
SLE_rawdata
short 10x
SLE_P_186_short10x.wiff
SLE_rawdata
short 10x
SLE_P_187_short10x.wiff
SLE_rawdata
short 10x
SLE_P_188_short10x.wiff
SLE_rawdata
short 10x
SLE_P_189_short10x.wiff
SLE_rawdata
short 10x
SLE_P_18_short10x.wiff
SLE_rawdata
short 10x
SLE_P_190_short10x.wiff
SLE_rawdata
short 10x
SLE_P_191_short10x.wiff
SLE_rawdata
short 10x
SLE_P_192_short10x.wiff
SLE_rawdata
short 10x
SLE_P_193_short10x.wiff
SLE_rawdata
short 10x
SLE_P_194_short10x.wiff
SLE_rawdata
short 10x
SLE_P_195_short10x.wiff
SLE_rawdata
short 10x
SLE_P_196_short10x.wiff
SLE_rawdata
short 10x
SLE_P_197_short10x.wiff
SLE_rawdata
short 10x
SLE_P_198_short10x.wiff
SLE_rawdata
short 10x
SLE_P_199_short10x.wiff
SLE_rawdata
short 10x
SLE_P_19_short10x.wiff
SLE_rawdata
short 10x
SLE_P_1_short10x.wiff
SLE_rawdata
short 10x
SLE_P_200_short10x.wiff
SLE_rawdata
short 10x
SLE_P_201_short10x.wiff
SLE_rawdata
short 10x
SLE_P_202_short10x.wiff
SLE_rawdata
short 10x
SLE_P_204_short10x.wiff
SLE_rawdata
short 10x
SLE_P_205_short10x.wiff
SLE_rawdata
short 10x
SLE_P_206_short10x.wiff
SLE_rawdata
short 10x
SLE_P_207_short10x.wiff
SLE_rawdata
short 10x
SLE_P_208_short10x.wiff
SLE_rawdata
short 10x
SLE_P_209_short10x.wiff
SLE_rawdata
short 10x
SLE_P_20_short10x.wiff
SLE_rawdata
short 10x
SLE_P_210_short10x.wiff
SLE_rawdata
short 10x
SLE_P_211_short10x.wiff
SLE_rawdata
short 10x
SLE_P_21_short10x.wiff
SLE_rawdata
short 10x
SLE_P_22_short10x.wiff
SLE_rawdata
short 10x
SLE_P_23_short10x.wiff
SLE_rawdata
short 10x
SLE_P_24_short10x.wiff
SLE_rawdata
short 10x
SLE_P_25_short10x.wiff
SLE_rawdata
short 10x
SLE_P_26_short10x.wiff
SLE_rawdata
short 10x
SLE_P_27_short10x.wiff
SLE_rawdata
short 10x
SLE_P_28_short10x.wiff
SLE_rawdata
short 10x
SLE_P_29_short10x.wiff
SLE_rawdata
short 10x
SLE_P_2_short10x.wiff
SLE_rawdata
short 10x
SLE_P_30_short10x.wiff
SLE_rawdata
short 10x
SLE_P_31_short10x.wiff
SLE_rawdata
short 10x
SLE_P_32_short10x.wiff
SLE_rawdata
short 10x
SLE_P_33_short10x.wiff
SLE_rawdata
short 10x
SLE_P_34_short10x.wiff
SLE_rawdata
short 10x
SLE_P_35_short10x.wiff
SLE_rawdata
short 10x
SLE_P_36_short10x.wiff
SLE_rawdata
short 10x
SLE_P_37_short10x.wiff
SLE_rawdata
short 10x
SLE_P_38_short10x.wiff
SLE_rawdata
short 10x
SLE_P_39_short10x.wiff
SLE_rawdata
short 10x
SLE_P_3_short10x.wiff
SLE_rawdata
short 10x
SLE_P_40_short10x.wiff
SLE_rawdata
short 10x
SLE_P_41_short10x.wiff
SLE_rawdata
short 10x
SLE_P_42_short10x.wiff
SLE_rawdata
short 10x
SLE_P_43_short10x.wiff
SLE_rawdata
short 10x
SLE_P_44_short10x.wiff
SLE_rawdata
short 10x
SLE_P_45_short10x.wiff
SLE_rawdata
short 10x
SLE_P_46_short10x.wiff
SLE_rawdata
short 10x
SLE_P_47_short10x.wiff
SLE_rawdata
short 10x
SLE_P_48_short10x.wiff
SLE_rawdata
short 10x
SLE_P_49_short10x.wiff
SLE_rawdata
short 10x
SLE_P_4_short10x.wiff
SLE_rawdata
short 10x
SLE_P_50_short10x.wiff
SLE_rawdata
short 10x
SLE_P_51_short10x.wiff
SLE_rawdata
short 10x
SLE_P_52_short10x.wiff
SLE_rawdata
short 10x
SLE_P_53_short10x.wiff
SLE_rawdata
short 10x
SLE_P_54_short10x.wiff
SLE_rawdata
short 10x
SLE_P_55_short10x.wiff
SLE_rawdata
short 10x
SLE_P_56_short10x.wiff
SLE_rawdata
short 10x
SLE_P_57_short10x.wiff
SLE_rawdata
short 10x
SLE_P_58_short10x.wiff
SLE_rawdata
short 10x
SLE_P_59_short10x.wiff
SLE_rawdata
short 10x
SLE_P_5_short10x.wiff
SLE_rawdata
short 10x
SLE_P_60_short10x.wiff
SLE_rawdata
short 10x
SLE_P_61_short10x.wiff
SLE_rawdata
short 10x
SLE_P_62_short10x.wiff
SLE_rawdata
short 10x
SLE_P_63_short10x.wiff
SLE_rawdata
short 10x
SLE_P_64_short10x.wiff
SLE_rawdata
short 10x
SLE_P_65_short10x.wiff
SLE_rawdata
short 10x
SLE_P_66_short10x.wiff
SLE_rawdata
short 10x
SLE_P_67_short10x.wiff
SLE_rawdata
short 10x
SLE_P_68_short10x.wiff
SLE_rawdata
short 10x
SLE_P_69_short10x.wiff
SLE_rawdata
short 10x
SLE_P_6_short10x.wiff
SLE_rawdata
short 10x
SLE_P_70_short10x.wiff
SLE_rawdata
short 10x
SLE_P_71_short10x.wiff
SLE_rawdata
short 10x
SLE_P_72_short10x.wiff
SLE_rawdata
short 10x
SLE_P_73_short10x.wiff
SLE_rawdata
short 10x
SLE_P_74_short10x.wiff
SLE_rawdata
short 10x
SLE_P_75_short10x.wiff
SLE_rawdata
short 10x
SLE_P_76_short10x.wiff
SLE_rawdata
short 10x
SLE_P_77_short10x.wiff
SLE_rawdata
short 10x
SLE_P_78_short10x.wiff
SLE_rawdata
short 10x
SLE_P_79_short10x.wiff
SLE_rawdata
short 10x
SLE_P_7_short10x.wiff
SLE_rawdata
short 10x
SLE_P_80_short10x.wiff
SLE_rawdata
short 10x
SLE_P_81_short10x.wiff
SLE_rawdata
short 10x
SLE_P_82_short10x.wiff
SLE_rawdata
short 10x
SLE_P_83_short10x.wiff
SLE_rawdata
short 10x
SLE_P_84_short10x.wiff
SLE_rawdata
short 10x
SLE_P_85_short10x.wiff
SLE_rawdata
short 10x
SLE_P_86_short10x.wiff
SLE_rawdata
short 10x
SLE_P_87_short10x.wiff
SLE_rawdata
short 10x
SLE_P_88_short10x.wiff
SLE_rawdata
short 10x
SLE_P_89_short10x.wiff
SLE_rawdata
short 10x
SLE_P_8_short10x.wiff
SLE_rawdata
short 10x
SLE_P_90_short10x.wiff
SLE_rawdata
short 10x
SLE_P_91_short10x.wiff
SLE_rawdata
short 10x
SLE_P_92_short10x.wiff
SLE_rawdata
short 10x
SLE_P_93_short10x.wiff
SLE_rawdata
short 10x
SLE_P_94_short10x.wiff
SLE_rawdata
short 10x
SLE_P_95_short10x.wiff
SLE_rawdata
short 10x
SLE_P_96_short10x.wiff
SLE_rawdata
short 10x
SLE_P_97_short10x.wiff
SLE_rawdata
short 10x
SLE_P_98_short10x.wiff
SLE_rawdata
short 10x
SLE_P_99_short10x.wiff
SLE_rawdata
short
SLE_P_100_short.wiff
SLE_rawdata
short
SLE_P_101_short.wiff
SLE_rawdata
short
SLE_P_103_short.wiff
SLE_rawdata
short
SLE_P_104_short.wiff
SLE_rawdata
short
SLE_P_105_short.wiff
SLE_rawdata
short
SLE_P_107_short.wiff
SLE_rawdata
short
SLE_P_108_short.wiff
SLE_rawdata
short
SLE_P_109_short.wiff
SLE_rawdata
short
SLE_P_10_short.wiff
SLE_rawdata
short
SLE_P_110_short.wiff
SLE_rawdata
short
SLE_P_111_short.wiff
SLE_rawdata
short
SLE_P_112_short.wiff
SLE_rawdata
short
SLE_P_113_short.wiff
SLE_rawdata
short
SLE_P_114_short.wiff
SLE_rawdata
short
SLE_P_115_short.wiff
SLE_rawdata
short
SLE_P_116_short.wiff
SLE_rawdata
short
SLE_P_117_short.wiff
SLE_rawdata
short
SLE_P_118_short.wiff
SLE_rawdata
short
SLE_P_119_short.wiff
SLE_rawdata
short
SLE_P_11_short.wiff
SLE_rawdata
short
SLE_P_120_short.wiff
SLE_rawdata
short
SLE_P_121_short.wiff
SLE_rawdata
short
SLE_P_122_short.wiff
SLE_rawdata
short
SLE_P_123_short.wiff
SLE_rawdata
short
SLE_P_124_short.wiff
SLE_rawdata
short
SLE_P_125_short.wiff
SLE_rawdata
short
SLE_P_126_short.wiff
SLE_rawdata
short
SLE_P_127_short.wiff
SLE_rawdata
short
SLE_P_128_short.wiff
SLE_rawdata
short
SLE_P_129_short.wiff
SLE_rawdata
short
SLE_P_12_short.wiff
SLE_rawdata
short
SLE_P_130_short.wiff
SLE_rawdata
short
SLE_P_131_short.wiff
SLE_rawdata
short
SLE_P_132_short.wiff
SLE_rawdata
short
SLE_P_133_short.wiff
SLE_rawdata
short
SLE_P_134_short.wiff
SLE_rawdata
short
SLE_P_135_short.wiff
SLE_rawdata
short
SLE_P_136_short.wiff
SLE_rawdata
short
SLE_P_137_short.wiff
SLE_rawdata
short
SLE_P_138_short.wiff
SLE_rawdata
short
SLE_P_139_short.wiff
SLE_rawdata
short
SLE_P_13_short.wiff
SLE_rawdata
short
SLE_P_140_short.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 50%|████▉     | 1568/3150 [2:08:59<42:54,  1.63s/it]
SLE_rawdata
short
SLE_P_141_short.wiff
SLE_rawdata
short
SLE_P_142_short.wiff
SLE_rawdata
short
SLE_P_143_short.wiff
SLE_rawdata
short
SLE_P_144_short.wiff
SLE_rawdata
short
SLE_P_145_short.wiff
SLE_rawdata
short
SLE_P_146_short.wiff
SLE_rawdata
short
SLE_P_147_short.wiff
SLE_rawdata
short
SLE_P_148_short.wiff
SLE_rawdata
short
SLE_P_149_short.wiff
SLE_rawdata
short
SLE_P_14_short.wiff
SLE_rawdata
short
SLE_P_150_short.wiff
SLE_rawdata
short
SLE_P_151_short.wiff
SLE_rawdata
short
SLE_P_152_short.wiff
SLE_rawdata
short
SLE_P_153_short.wiff
SLE_rawdata
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SLE_P_154_short.wiff
SLE_rawdata
short
SLE_P_155_short.wiff
SLE_rawdata
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SLE_P_156_short.wiff
SLE_rawdata
short
SLE_P_157_short.wiff
SLE_rawdata
short
SLE_P_158_short.wiff
SLE_rawdata
short
SLE_P_159_short.wiff
SLE_rawdata
short
SLE_P_15_short.wiff
SLE_rawdata
short
SLE_P_160_short.wiff
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short
SLE_P_161_short.wiff
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SLE_P_162_short.wiff
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SLE_P_163_short.wiff
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SLE_P_165_short.wiff
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SLE_P_166_short.wiff
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SLE_P_167_short.wiff
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short
SLE_P_168_short.wiff
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short
SLE_P_169_short.wiff
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SLE_P_16_short.wiff
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SLE_P_170_short.wiff
SLE_rawdata
short
SLE_P_171_short.wiff
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SLE_P_172_short.wiff
SLE_rawdata
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SLE_P_173_short.wiff
SLE_rawdata
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SLE_P_174_short.wiff
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SLE_P_175_short.wiff
SLE_rawdata
short
SLE_P_176_short.wiff
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short
SLE_P_177_short.wiff
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short
SLE_P_178_short.wiff
SLE_rawdata
short
SLE_P_179_short.wiff
SLE_rawdata
short
SLE_P_17_short.wiff
SLE_rawdata
short
SLE_P_180_short.wiff
SLE_rawdata
short
SLE_P_181_short.wiff
SLE_rawdata
short
SLE_P_182_short.wiff
SLE_rawdata
short
SLE_P_183_short.wiff
SLE_rawdata
short
SLE_P_184_short.wiff
SLE_rawdata
short
SLE_P_185_short.wiff
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SLE_P_186_short.wiff
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SLE_P_187_short.wiff
SLE_rawdata
short
SLE_P_188_short.wiff
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SLE_P_189_short.wiff
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SLE_P_18_short.wiff
SLE_rawdata
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SLE_P_190_short.wiff
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SLE_P_191_short.wiff
SLE_rawdata
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SLE_P_192_short.wiff
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SLE_P_195_short.wiff
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SLE_P_197_short.wiff
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SLE_P_198_short.wiff
SLE_rawdata
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SLE_P_199_short.wiff
SLE_rawdata
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SLE_P_19_short.wiff
SLE_rawdata
short
SLE_P_1_short.wiff
SLE_rawdata
short
SLE_P_200_short.wiff
SLE_rawdata
short
SLE_P_201_short.wiff
SLE_rawdata
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SLE_P_202_short.wiff
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SLE_P_204_short.wiff
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SLE_P_205_short.wiff
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SLE_P_206_short.wiff
SLE_rawdata
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SLE_P_207_short.wiff
SLE_rawdata
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SLE_P_208_short.wiff
SLE_rawdata
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SLE_P_209_short.wiff
SLE_rawdata
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SLE_P_20_short.wiff
SLE_rawdata
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SLE_P_210_short.wiff
SLE_rawdata
short
SLE_P_211_short.wiff
SLE_rawdata
short
SLE_P_21_short.wiff
SLE_rawdata
short
SLE_P_22_short.wiff
SLE_rawdata
short
SLE_P_23_short.wiff
SLE_rawdata
short
SLE_P_24_short.wiff
SLE_rawdata
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SLE_P_25_short.wiff
SLE_rawdata
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SLE_P_26_short.wiff
SLE_rawdata
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SLE_P_27_short.wiff
SLE_rawdata
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SLE_P_28_short.wiff
SLE_rawdata
short
SLE_P_29_short.wiff
SLE_rawdata
short
SLE_P_2_short.wiff
SLE_rawdata
short
SLE_P_30_short.wiff
SLE_rawdata
short
SLE_P_31_short.wiff
SLE_rawdata
short
SLE_P_32_short.wiff
SLE_rawdata
short
SLE_P_33_short.wiff
SLE_rawdata
short
SLE_P_34_short.wiff
SLE_rawdata
short
SLE_P_35_short.wiff
SLE_rawdata
short
SLE_P_36_short.wiff
SLE_rawdata
short
SLE_P_37_short.wiff
SLE_rawdata
short
SLE_P_38_short.wiff
SLE_rawdata
short
SLE_P_39_short.wiff
SLE_rawdata
short
SLE_P_3_short.wiff
SLE_rawdata
short
SLE_P_40_short.wiff
SLE_rawdata
short
SLE_P_41_short.wiff
SLE_rawdata
short
SLE_P_42_short.wiff
SLE_rawdata
short
SLE_P_43_short.wiff
SLE_rawdata
short
SLE_P_44_short.wiff
SLE_rawdata
short
SLE_P_45_short.wiff
SLE_rawdata
short
SLE_P_46_short.wiff
SLE_rawdata
short
SLE_P_47_short.wiff
SLE_rawdata
short
SLE_P_48_short.wiff
SLE_rawdata
short
SLE_P_49_short.wiff
SLE_rawdata
short
SLE_P_4_short.wiff
SLE_rawdata
short
SLE_P_50_short.wiff
SLE_rawdata
short
SLE_P_51_short.wiff
SLE_rawdata
short
SLE_P_52_short.wiff
SLE_rawdata
short
SLE_P_53_short.wiff
SLE_rawdata
short
SLE_P_54_short.wiff
SLE_rawdata
short
SLE_P_55_short.wiff
SLE_rawdata
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SLE_P_56_short.wiff
SLE_rawdata
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SLE_P_57_short.wiff
SLE_rawdata
short
SLE_P_58_short.wiff
SLE_rawdata
short
SLE_P_59_short.wiff
SLE_rawdata
short
SLE_P_5_short.wiff
SLE_rawdata
short
SLE_P_60_short.wiff
SLE_rawdata
short
SLE_P_61_short.wiff
SLE_rawdata
short
SLE_P_62_short.wiff
SLE_rawdata
short
SLE_P_63_short.wiff
SLE_rawdata
short
SLE_P_64_short.wiff
SLE_rawdata
short
SLE_P_65_short.wiff
SLE_rawdata
short
SLE_P_66_short.wiff
SLE_rawdata
short
SLE_P_67_short.wiff
SLE_rawdata
short
SLE_P_68_short.wiff
SLE_rawdata
short
SLE_P_69_short.wiff
SLE_rawdata
short
SLE_P_6_short.wiff
SLE_rawdata
short
SLE_P_70_short.wiff
SLE_rawdata
short
SLE_P_71_short.wiff
SLE_rawdata
short
SLE_P_72_short.wiff
SLE_rawdata
short
SLE_P_73_short.wiff
SLE_rawdata
short
SLE_P_74_short.wiff
SLE_rawdata
short
SLE_P_75_short.wiff
SLE_rawdata
short
SLE_P_76_short.wiff
SLE_rawdata
short
SLE_P_77_short.wiff
SLE_rawdata
short
SLE_P_78_short.wiff
SLE_rawdata
short
SLE_P_79_short.wiff
SLE_rawdata
short
SLE_P_7_short.wiff
SLE_rawdata
short
SLE_P_80_short.wiff
SLE_rawdata
short
SLE_P_81_short.wiff
SLE_rawdata
short
SLE_P_82_short.wiff
SLE_rawdata
short
SLE_P_83_short.wiff
SLE_rawdata
short
SLE_P_84_short.wiff
SLE_rawdata
short
SLE_P_85_short.wiff
SLE_rawdata
short
SLE_P_86_short.wiff
SLE_rawdata
short
SLE_P_87_short.wiff
SLE_rawdata
short
SLE_P_88_short.wiff
SLE_rawdata
short
SLE_P_89_short.wiff
SLE_rawdata
short
SLE_P_8_short.wiff
SLE_rawdata
short
SLE_P_90_short.wiff
SLE_rawdata
short
SLE_P_91_short.wiff
SLE_rawdata
short
SLE_P_92_short.wiff
SLE_rawdata
short
SLE_P_93_short.wiff
SLE_rawdata
short
SLE_P_94_short.wiff
SLE_rawdata
short
SLE_P_95_short.wiff
SLE_rawdata
short
SLE_P_96_short.wiff
SLE_rawdata
short
SLE_P_97_short.wiff
SLE_rawdata
short
SLE_P_98_short.wiff
SLE_rawdata
short
SLE_P_99_short.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 414 rows!
Extracted information for 414 samples.
Processing  ST002676
Initiating REDU-table generation for AN004348
Rest length is 91
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/91 [00:00<?, ?it/s]

Mapping potential matches:  41%|████      | 37/91 [00:00<00:00, 362.42it/s]

Mapping potential matches:  82%|████████▏ | 75/91 [00:00<00:00, 367.61it/s]
Mapping potential matches: 100%|██████████| 91/91 [00:00<00:00, 368.37it/s]

 50%|████▉     | 1569/3150 [2:09:00<39:40,  1.51s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 50%|████▉     | 1572/3150 [2:09:03<34:19,  1.31s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 50%|████▉     | 1574/3150 [2:09:06<34:52,  1.33s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003139
No raw data detected. Ignoring ST003139
Processing  ST000798
No raw data detected. Ignoring ST000798
Processing  ST002222
Initiating REDU-table generation for AN003631
Rest length is 60
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS57
MS57_001.raw
MS57
MS57_002.raw
MS57
MS57_003.raw
MS57
MS57_004.raw
MS57
MS57_005.raw
MS57
MS57_006.raw
MS57
MS57_007.raw
MS57
MS57_008.raw
MS57
MS57_009.raw
MS57
MS57_010.raw
MS57
MS57_011.raw
MS57
MS57_012.raw
MS57
MS57_013.raw
MS57
MS57_014.raw
MS57
MS57_015.raw
MS57
MS57_016.raw
MS57
MS57_017.raw
MS57
MS57_018.raw
MS57
MS57_019.raw
MS57
MS57_020.raw
MS57
MS57_021.raw
MS57
MS57_022.raw
MS57
MS57_023.raw
MS57
MS57_024.raw
MS57
MS57_025.raw
MS57
MS57_026.raw
MS57
MS57_027.raw
MS57
MS57_028.raw
MS57
MS57_029.raw
MS57
MS57_030.raw
MS57
MS57_031.raw
MS57
MS57_032.raw
MS57
MS57_033.raw
MS57
MS57_034.raw
MS57
MS57_035.raw
MS57
MS57_036.raw
MS57
MS57_037.raw
MS57
MS57_038.raw
MS57
MS57_039.raw
MS57
MS57_040.raw
MS57
MS57_041.raw
MS57
MS57_042.raw
MS57
MS57_043.raw
MS57
MS57_044.raw
MS57
MS57_045.raw
MS57
MS57_046.raw
MS57
MS57_047.raw
MS57
MS57_048.raw
MS57
MS57_049.raw
MS57
MS57_050.raw
MS57
MS57_051.raw
MS57
MS57_052.raw
MS57
MS57_053.raw
MS57
MS57_054.raw
MS57
MS57_055.raw
MS57
MS57_056.raw
MS57
MS57_057.raw
MS57
MS57_058.raw
MS57
MS57_059.raw
MS57
MS57_060.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST000789
No raw data detected. Ignoring ST000789
Processing  ST003567
Initiating REDU-table generation for AN005860
Rest length is 21
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
TFA cdf file
TFA A223-1.CDF
TFA cdf file
TFA A223-2.CDF
TFA cdf file
TFA A223-3.CDF
TFA cdf file
TFA WT-1.CDF
TFA cdf file
TFA WT-2.CDF
TFA cdf file
TFA WT-3.CDF
TFA cdf file
TFA WT-4.CDF
Wax cdf file
Wax A223-1.CDF
Wax cdf file
Wax A223-2.CDF
Wax cdf file
Wax A223-3.CDF
Wax cdf file
Wax WT-1.CDF
Wax cdf file
Wax WT-2.CDF
Wax cdf file
Wax WT-3.CDF
Wax cdf file
Wax WT-4.CDF
cutin cdf file
cutin A223-1.CDF
cutin cdf file
cutin A223-2.CDF
cutin cdf file
cutin A223-3.CDF
cutin cdf file
cutin WT-1.CDF
cutin cdf file
cutin WT-2.CDF
cutin cdf file
cutin WT-3.CDF
cutin cdf file
cutin WT-4.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST001248
Initiating REDU-table generation for AN002072
Rest length is 62
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/62 [00:00<?, ?it/s]

Mapping potential matches:  66%|██████▌   | 41/62 [00:00<00:00, 406.44it/s]
Mapping potential matches: 100%|██████████| 62/62 [00:00<00:00, 404.53it/s]

 50%|█████     | 1575/3150 [2:09:06<31:45,  1.21s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002331
Initiating REDU-table generation for AN003804
Rest length is 882
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003805
Rest length is 882
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
VT_181009_M338_019.mzXML
VT_181009_M338_020.mzXML
VT_181009_M338_021.mzXML
VT_181009_M338_022.mzXML
VT_181009_M338_023.mzXML
VT_181009_M338_024.mzXML
VT_181009_M338_067.mzXML
VT_181009_M338_068.mzXML
VT_181009_M338_069.mzXML
VT_181009_M338_070.mzXML
VT_181009_M338_071.mzXML
VT_181009_M338_072.mzXML
VT_181009_M338_091.mzXML
VT_181009_M338_092.mzXML
VT_181009_M338_093.mzXML
VT_181009_M338_094.mzXML
VT_181009_M338_095.mzXML
VT_181009_M338_096.mzXML
VT_181009_M338_097.mzXML
VT_181009_M338_098.mzXML
VT_181009_M338_099.mzXML
VT_181009_M338_100.mzXML
VT_181009_M338_101.mzXML
VT_181009_M338_102.mzXML
VT_181009_M338_169.mzXML
VT_181009_M338_170.mzXML
VT_181009_M338_171.mzXML
VT_181009_M338_172.mzXML
VT_181009_M338_173.mzXML
VT_181009_M338_174.mzXML
VT_181009_M338_181.mzXML
VT_181009_M338_182.mzXML
VT_181009_M338_183.mzXML
VT_181009_M338_184.mzXML
VT_181009_M338_185.mzXML
VT_181009_M338_186.mzXML
VT_181009_M338_193.mzXML
VT_181009_M338_194.mzXML
VT_181009_M338_195.mzXML
VT_181009_M338_196.mzXML
VT_181009_M338_197.mzXML
VT_181009_M338_198.mzXML
VT_181009_M338_205.mzXML
VT_181009_M338_206.mzXML
VT_181009_M338_207.mzXML
VT_181009_M338_208.mzXML
VT_181009_M338_209.mzXML
VT_181009_M338_210.mzXML
VT_181011_M338_025.mzXML
VT_181011_M338_026.mzXML
VT_181011_M338_027.mzXML
VT_181011_M338_028.mzXML
VT_181011_M338_029.mzXML
VT_181011_M338_030.mzXML
VT_181011_M338_037.mzXML
VT_181011_M338_038.mzXML
VT_181011_M338_039.mzXML
VT_181011_M338_040.mzXML
VT_181011_M338_041.mzXML
VT_181011_M338_042.mzXML
VT_181011_M338_043.mzXML
VT_181011_M338_044.mzXML
VT_181011_M338_045.mzXML
VT_181011_M338_046.mzXML
VT_181011_M338_047.mzXML
VT_181011_M338_048.mzXML
VT_181011_M338_049.mzXML
VT_181011_M338_050.mzXML
VT_181011_M338_051.mzXML
VT_181011_M338_052.mzXML
VT_181011_M338_053.mzXML
VT_181011_M338_054.mzXML
VT_181011_M338_097.mzXML
VT_181011_M338_098.mzXML
VT_181011_M338_099.mzXML
VT_181011_M338_100.mzXML
VT_181011_M338_101.mzXML
VT_181011_M338_102.mzXML
VT_181011_M338_109.mzXML
VT_181011_M338_110.mzXML
VT_181011_M338_111.mzXML
VT_181011_M338_112.mzXML
VT_181011_M338_113.mzXML
VT_181011_M338_114.mzXML
VT_181011_M338_115.mzXML
VT_181011_M338_116.mzXML
VT_181011_M338_117.mzXML
VT_181011_M338_118.mzXML
VT_181011_M338_119.mzXML
VT_181011_M338_120.mzXML
VT_181011_M338_157.mzXML
VT_181011_M338_158.mzXML
VT_181011_M338_159.mzXML
VT_181011_M338_160.mzXML
VT_181011_M338_161.mzXML
VT_181011_M338_162.mzXML
VT_181011_M338_181.mzXML
VT_181011_M338_182.mzXML
VT_181011_M338_183.mzXML
VT_181011_M338_184.mzXML
VT_181011_M338_185.mzXML
VT_181011_M338_186.mzXML
VT_181011_M338_205.mzXML
VT_181011_M338_206.mzXML
VT_181011_M338_207.mzXML
VT_181011_M338_208.mzXML
VT_181011_M338_209.mzXML
VT_181011_M338_210.mzXML
VT_181011_M338_211.mzXML
VT_181011_M338_212.mzXML
VT_181011_M338_213.mzXML
VT_181011_M338_214.mzXML
VT_181011_M338_215.mzXML
VT_181011_M338_216.mzXML
VT_181012_M338_013.mzXML
VT_181012_M338_014.mzXML
VT_181012_M338_015.mzXML
VT_181012_M338_016.mzXML
VT_181012_M338_017.mzXML
VT_181012_M338_018.mzXML
VT_181012_M338_043.mzXML
VT_181012_M338_044.mzXML
VT_181012_M338_045.mzXML
VT_181012_M338_046.mzXML
VT_181012_M338_047.mzXML
VT_181012_M338_048.mzXML
VT_181012_M338_049.mzXML
VT_181012_M338_050.mzXML
VT_181012_M338_051.mzXML
VT_181012_M338_052.mzXML
VT_181012_M338_053.mzXML
VT_181012_M338_054.mzXML
VT_181012_M338_067.mzXML
VT_181012_M338_068.mzXML
VT_181012_M338_069.mzXML
VT_181012_M338_070.mzXML
VT_181012_M338_071.mzXML
VT_181012_M338_072.mzXML
VT_181012_M338_097.mzXML
VT_181012_M338_098.mzXML
VT_181012_M338_099.mzXML
VT_181012_M338_100.mzXML
VT_181012_M338_101.mzXML
VT_181012_M338_102.mzXML
VT_181012_M338_115.mzXML
VT_181012_M338_116.mzXML
VT_181012_M338_117.mzXML
VT_181012_M338_118.mzXML
VT_181012_M338_119.mzXML
VT_181012_M338_120.mzXML
VT_181012_M338_157.mzXML
VT_181012_M338_158.mzXML
VT_181012_M338_159.mzXML
VT_181012_M338_160.mzXML
VT_181012_M338_161.mzXML
VT_181012_M338_162.mzXML
VT_181012_M338_187.mzXML
VT_181012_M338_188.mzXML
VT_181012_M338_189.mzXML
VT_181012_M338_190.mzXML
VT_181012_M338_191.mzXML
VT_181012_M338_192.mzXML
VT_181012_M338_193.mzXML
VT_181012_M338_194.mzXML
VT_181012_M338_195.mzXML
VT_181012_M338_196.mzXML
VT_181012_M338_197.mzXML
VT_181012_M338_198.mzXML
VT_181012_M338_217.mzXML
VT_181012_M338_218.mzXML
VT_181012_M338_219.mzXML
VT_181012_M338_220.mzXML
VT_181012_M338_221.mzXML
VT_181012_M338_222.mzXML
VT_181013_M338_037.mzXML
VT_181013_M338_038.mzXML
VT_181013_M338_039.mzXML
VT_181013_M338_040.mzXML
VT_181013_M338_041.mzXML
VT_181013_M338_042.mzXML
VT_181013_M338_043.mzXML
VT_181013_M338_044.mzXML
VT_181013_M338_045.mzXML
VT_181013_M338_046.mzXML
VT_181013_M338_047.mzXML
VT_181013_M338_048.mzXML
VT_181013_M338_067.mzXML
VT_181013_M338_068.mzXML
VT_181013_M338_069.mzXML
VT_181013_M338_070.mzXML
VT_181013_M338_071.mzXML
VT_181013_M338_072.mzXML
VT_181013_M338_079.mzXML
VT_181013_M338_080.mzXML
VT_181013_M338_081.mzXML
VT_181013_M338_082.mzXML
VT_181013_M338_083.mzXML
VT_181013_M338_084.mzXML
VT_181013_M338_145.mzXML
VT_181013_M338_146.mzXML
VT_181013_M338_147.mzXML
VT_181013_M338_148.mzXML
VT_181013_M338_149.mzXML
VT_181013_M338_150.mzXML
VT_181013_M338_163.mzXML
VT_181013_M338_164.mzXML
VT_181013_M338_165.mzXML
VT_181013_M338_166.mzXML
VT_181013_M338_167.mzXML
VT_181013_M338_168.mzXML
VT_181013_M338_175.mzXML
VT_181013_M338_176.mzXML
VT_181013_M338_177.mzXML
VT_181013_M338_178.mzXML
VT_181013_M338_179.mzXML
VT_181013_M338_180.mzXML
VT_181013_M338_193.mzXML
VT_181013_M338_194.mzXML
VT_181013_M338_195.mzXML
VT_181013_M338_196.mzXML
VT_181013_M338_197.mzXML
VT_181013_M338_198.mzXML
VT_181013_M338_205.mzXML
VT_181013_M338_206.mzXML
VT_181013_M338_207.mzXML
VT_181013_M338_208.mzXML
VT_181013_M338_209.mzXML
VT_181013_M338_210.mzXML
VT_181016_M338_013.mzXML
VT_181016_M338_014.mzXML
VT_181016_M338_015.mzXML
VT_181016_M338_016.mzXML
VT_181016_M338_017.mzXML
VT_181016_M338_018.mzXML
VT_181016_M338_025.mzXML
VT_181016_M338_026.mzXML
VT_181016_M338_027.mzXML
VT_181016_M338_028.mzXML
VT_181016_M338_029.mzXML
VT_181016_M338_030.mzXML
VT_181016_M338_055.mzXML
VT_181016_M338_056.mzXML
VT_181016_M338_057.mzXML
VT_181016_M338_058.mzXML
VT_181016_M338_059.mzXML
VT_181016_M338_060.mzXML
VT_181016_M338_061.mzXML
VT_181016_M338_062.mzXML
VT_181016_M338_063.mzXML
VT_181016_M338_064.mzXML
VT_181016_M338_065.mzXML
VT_181016_M338_066.mzXML
VT_181016_M338_151.mzXML
VT_181016_M338_152.mzXML
VT_181016_M338_153.mzXML
VT_181016_M338_154.mzXML
VT_181016_M338_155.mzXML
VT_181016_M338_156.mzXML
VT_181016_M338_187.mzXML
VT_181016_M338_188.mzXML
VT_181016_M338_189.mzXML
VT_181016_M338_190.mzXML
VT_181016_M338_191.mzXML
VT_181016_M338_192.mzXML
VT_181016_M338_193.mzXML
VT_181016_M338_194.mzXML
VT_181016_M338_195.mzXML
VT_181016_M338_196.mzXML
VT_181016_M338_197.mzXML
VT_181016_M338_198.mzXML
VT_181016_M338_205.mzXML
VT_181016_M338_206.mzXML
VT_181016_M338_207.mzXML
VT_181016_M338_208.mzXML
VT_181016_M338_209.mzXML
VT_181016_M338_210.mzXML
VT_181016_M338_223.mzXML
VT_181016_M338_224.mzXML
VT_181016_M338_225.mzXML
VT_181016_M338_226.mzXML
VT_181016_M338_227.mzXML
VT_181016_M338_228.mzXML
VT_181021_M338_013.mzXML
VT_181021_M338_014.mzXML
VT_181021_M338_015.mzXML
VT_181021_M338_016.mzXML
VT_181021_M338_017.mzXML
VT_181021_M338_018.mzXML
VT_181021_M338_085.mzXML
VT_181021_M338_086.mzXML
VT_181021_M338_087.mzXML
VT_181021_M338_088.mzXML
VT_181021_M338_089.mzXML
VT_181021_M338_090.mzXML
VT_181021_M338_109.mzXML
VT_181021_M338_110.mzXML
VT_181021_M338_111.mzXML
VT_181021_M338_112.mzXML
VT_181021_M338_113.mzXML
VT_181021_M338_114.mzXML
VT_181021_M338_115.mzXML
VT_181021_M338_116.mzXML
VT_181021_M338_117.mzXML
VT_181021_M338_118.mzXML
VT_181021_M338_119.mzXML
VT_181021_M338_120.mzXML
VT_181021_M338_121.mzXML
VT_181021_M338_122.mzXML
VT_181021_M338_123.mzXML
VT_181021_M338_124.mzXML
VT_181021_M338_125.mzXML
VT_181021_M338_126.mzXML
VT_181021_M338_157.mzXML
VT_181021_M338_158.mzXML
VT_181021_M338_159.mzXML
VT_181021_M338_160.mzXML
VT_181021_M338_161.mzXML
VT_181021_M338_162.mzXML
VT_181021_M338_199.mzXML
VT_181021_M338_200.mzXML
VT_181021_M338_201.mzXML
VT_181021_M338_202.mzXML
VT_181021_M338_203.mzXML
VT_181021_M338_204.mzXML
VT_181021_M338_211.mzXML
VT_181021_M338_212.mzXML
VT_181021_M338_213.mzXML
VT_181021_M338_214.mzXML
VT_181021_M338_215.mzXML
VT_181021_M338_216.mzXML
VT_181021_M338_229.mzXML
VT_181021_M338_230.mzXML
VT_181021_M338_231.mzXML
VT_181021_M338_232.mzXML
VT_181021_M338_233.mzXML
VT_181021_M338_234.mzXML
VT_181022_M338_013.mzXML
VT_181022_M338_014.mzXML
VT_181022_M338_015.mzXML
VT_181022_M338_016.mzXML
VT_181022_M338_017.mzXML
VT_181022_M338_018.mzXML
VT_181022_M338_019.mzXML
VT_181022_M338_020.mzXML
VT_181022_M338_021.mzXML
VT_181022_M338_022.mzXML
VT_181022_M338_023.mzXML
VT_181022_M338_024.mzXML
VT_181022_M338_025.mzXML
VT_181022_M338_026.mzXML
VT_181022_M338_027.mzXML
VT_181022_M338_028.mzXML
VT_181022_M338_029.mzXML
VT_181022_M338_030.mzXML
VT_181022_M338_031.mzXML
VT_181022_M338_032.mzXML
VT_181022_M338_033.mzXML
VT_181022_M338_034.mzXML
VT_181022_M338_035.mzXML
VT_181022_M338_036.mzXML
VT_181022_M338_049.mzXML
VT_181022_M338_050.mzXML
VT_181022_M338_051.mzXML
VT_181022_M338_052.mzXML
VT_181022_M338_053.mzXML
VT_181022_M338_054.mzXML
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VT_181211_M338_042.mzXML
VT_181211_M338_079.mzXML
VT_181211_M338_080.mzXML
VT_181211_M338_081.mzXML
VT_181211_M338_082.mzXML
VT_181211_M338_083.mzXML
VT_181211_M338_084.mzXML
VT_181211_M338_121.mzXML
VT_181211_M338_122.mzXML
VT_181211_M338_123.mzXML
VT_181211_M338_124.mzXML
VT_181211_M338_125.mzXML
VT_181211_M338_126.mzXML
VT_181211_M338_145.mzXML
VT_181211_M338_146.mzXML
VT_181211_M338_147.mzXML
VT_181211_M338_148.mzXML
VT_181211_M338_149.mzXML
VT_181211_M338_150.mzXML
VT_181211_M338_151.mzXML
VT_181211_M338_152.mzXML
VT_181211_M338_153.mzXML
VT_181211_M338_154.mzXML
VT_181211_M338_155.mzXML
VT_181211_M338_156.mzXML
VT_181211_M338_163.mzXML
VT_181211_M338_164.mzXML
VT_181211_M338_165.mzXML
VT_181211_M338_166.mzXML
VT_181211_M338_167.mzXML
VT_181211_M338_168.mzXML
VT_181211_M338_199.mzXML
VT_181211_M338_200.mzXML
VT_181211_M338_201.mzXML
VT_181211_M338_202.mzXML
VT_181211_M338_203.mzXML
VT_181211_M338_204.mzXML
VT_181211_M338_205.mzXML
VT_181211_M338_206.mzXML
VT_181211_M338_207.mzXML
VT_181211_M338_208.mzXML
VT_181211_M338_209.mzXML
VT_181211_M338_210.mzXML
VT_181211_M338_223.mzXML
VT_181211_M338_224.mzXML
VT_181211_M338_225.mzXML
VT_181211_M338_226.mzXML
VT_181211_M338_227.mzXML
VT_181211_M338_228.mzXML
VT_181212_M338_055.mzXML
VT_181212_M338_056.mzXML
VT_181212_M338_057.mzXML
VT_181212_M338_058.mzXML
VT_181212_M338_059.mzXML
VT_181212_M338_060.mzXML
VT_181212_M338_067.mzXML
VT_181212_M338_068.mzXML
VT_181212_M338_069.mzXML
VT_181212_M338_070.mzXML
VT_181212_M338_071.mzXML
VT_181212_M338_072.mzXML
VT_181212_M338_073.mzXML
VT_181212_M338_074.mzXML
VT_181212_M338_075.mzXML
VT_181212_M338_076.mzXML
VT_181212_M338_077.mzXML
VT_181212_M338_078.mzXML
VT_181212_M338_145.mzXML
VT_181212_M338_146.mzXML
VT_181212_M338_147.mzXML
VT_181212_M338_148.mzXML
VT_181212_M338_149.mzXML
VT_181212_M338_150.mzXML
VT_181212_M338_169.mzXML
VT_181212_M338_170.mzXML
VT_181212_M338_171.mzXML
VT_181212_M338_172.mzXML
VT_181212_M338_173.mzXML
VT_181212_M338_174.mzXML
VT_181212_M338_187.mzXML
VT_181212_M338_188.mzXML
VT_181212_M338_189.mzXML
VT_181212_M338_190.mzXML
VT_181212_M338_191.mzXML
VT_181212_M338_192.mzXML
VT_181212_M338_193.mzXML
VT_181212_M338_194.mzXML
VT_181212_M338_195.mzXML
VT_181212_M338_196.mzXML
VT_181212_M338_197.mzXML
VT_181212_M338_198.mzXML
VT_181212_M338_223.mzXML
VT_181212_M338_224.mzXML
VT_181212_M338_225.mzXML
VT_181212_M338_226.mzXML
VT_181212_M338_227.mzXML
VT_181212_M338_228.mzXML
VT_181212_M338_247.mzXML
VT_181212_M338_248.mzXML
VT_181212_M338_249.mzXML
VT_181212_M338_250.mzXML
VT_181212_M338_251.mzXML
VT_181212_M338_252.mzXML
VT_181213_M338_043.mzXML
VT_181213_M338_044.mzXML
VT_181213_M338_045.mzXML
VT_181213_M338_046.mzXML
VT_181213_M338_047.mzXML
VT_181213_M338_048.mzXML
VT_181213_M338_055.mzXML
VT_181213_M338_056.mzXML
VT_181213_M338_057.mzXML
VT_181213_M338_058.mzXML
VT_181213_M338_059.mzXML
VT_181213_M338_060.mzXML
VT_181213_M338_079.mzXML
VT_181213_M338_080.mzXML
VT_181213_M338_081.mzXML
VT_181213_M338_082.mzXML
VT_181213_M338_083.mzXML
VT_181213_M338_084.mzXML
VT_181213_M338_091.mzXML
VT_181213_M338_092.mzXML
VT_181213_M338_093.mzXML
VT_181213_M338_094.mzXML
VT_181213_M338_095.mzXML
VT_181213_M338_096.mzXML
VT_181213_M338_115.mzXML
VT_181213_M338_116.mzXML
VT_181213_M338_117.mzXML
VT_181213_M338_118.mzXML
VT_181213_M338_119.mzXML
VT_181213_M338_120.mzXML
VT_181213_M338_145.mzXML
VT_181213_M338_146.mzXML
VT_181213_M338_147.mzXML
VT_181213_M338_148.mzXML
VT_181213_M338_149.mzXML
VT_181213_M338_150.mzXML
VT_181213_M338_151.mzXML
VT_181213_M338_152.mzXML
VT_181213_M338_153.mzXML
VT_181213_M338_154.mzXML
VT_181213_M338_155.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 50%|█████     | 1576/3150 [2:09:27<2:06:54,  4.84s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 50%|█████     | 1577/3150 [2:09:31<2:01:06,  4.62s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 50%|█████     | 1578/3150 [2:09:33<1:45:42,  4.03s/it]
VT_181213_M338_156.mzXML
VT_181213_M338_181.mzXML
VT_181213_M338_182.mzXML
VT_181213_M338_183.mzXML
VT_181213_M338_184.mzXML
VT_181213_M338_185.mzXML
VT_181213_M338_186.mzXML
VT_181213_M338_217.mzXML
VT_181213_M338_218.mzXML
VT_181213_M338_219.mzXML
VT_181213_M338_220.mzXML
VT_181213_M338_221.mzXML
VT_181213_M338_222.mzXML
VT_181213_M338_223.mzXML
VT_181213_M338_224.mzXML
VT_181213_M338_225.mzXML
VT_181213_M338_226.mzXML
VT_181213_M338_227.mzXML
VT_181213_M338_228.mzXML
VT_181214_M338_049.mzXML
VT_181214_M338_050.mzXML
VT_181214_M338_051.mzXML
VT_181214_M338_052.mzXML
VT_181214_M338_053.mzXML
VT_181214_M338_054.mzXML
VT_181214_M338_061.mzXML
VT_181214_M338_062.mzXML
VT_181214_M338_063.mzXML
VT_181214_M338_064.mzXML
VT_181214_M338_065.mzXML
VT_181214_M338_066.mzXML
VT_181214_M338_091.mzXML
VT_181214_M338_092.mzXML
VT_181214_M338_093.mzXML
VT_181214_M338_094.mzXML
VT_181214_M338_095.mzXML
VT_181214_M338_096.mzXML
VT_181214_M338_103.mzXML
VT_181214_M338_104.mzXML
VT_181214_M338_105.mzXML
VT_181214_M338_106.mzXML
VT_181214_M338_107.mzXML
VT_181214_M338_108.mzXML
VT_181214_M338_115.mzXML
VT_181214_M338_116.mzXML
VT_181214_M338_117.mzXML
VT_181214_M338_118.mzXML
VT_181214_M338_119.mzXML
VT_181214_M338_120.mzXML
VT_181214_M338_121.mzXML
VT_181214_M338_122.mzXML
VT_181214_M338_123.mzXML
VT_181214_M338_124.mzXML
VT_181214_M338_125.mzXML
VT_181214_M338_126.mzXML
VT_181214_M338_169.mzXML
VT_181214_M338_170.mzXML
VT_181214_M338_171.mzXML
VT_181214_M338_172.mzXML
VT_181214_M338_173.mzXML
VT_181214_M338_174.mzXML
VT_181214_M338_181.mzXML
VT_181214_M338_182.mzXML
VT_181214_M338_183.mzXML
VT_181214_M338_184.mzXML
VT_181214_M338_185.mzXML
VT_181214_M338_186.mzXML
VT_181214_M338_205.mzXML
VT_181214_M338_206.mzXML
VT_181214_M338_207.mzXML
VT_181214_M338_208.mzXML
VT_181214_M338_209.mzXML
VT_181214_M338_210.mzXML
VT_181214_M338_241.mzXML
VT_181214_M338_242.mzXML
VT_181214_M338_243.mzXML
VT_181214_M338_244.mzXML
VT_181214_M338_245.mzXML
VT_181214_M338_246.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2646 rows!
Extracted information for 2646 samples.
Processing  ST002925
Initiating REDU-table generation for AN004796
Rest length is 19
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004797
Rest length is 19
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data
Neg_sample_01.mzML
Data
Neg_sample_02.mzML
Data
Neg_sample_03.mzML
Data
Neg_sample_04.mzML
Data
Neg_sample_05.mzML
Data
Neg_sample_06.mzML
Data
Neg_sample_07.mzML
Data
Neg_sample_08.mzML
Data
Neg_sample_09.mzML
Data
Neg_sample_10.mzML
Data
Neg_sample_11.mzML
Data
Neg_sample_12.mzML
Data
Neg_sample_13.mzML
Data
Neg_sample_14.mzML
Data
Neg_sample_15.mzML
Data
Neg_sample_16.mzML
Data
Neg_sample_17.mzML
Data
Neg_sample_18.mzML
Data
Neg_sample_19.mzML
Data
Pos_sample_01.mzML
Data
Pos_sample_02.mzML
Data
Pos_sample_03.mzML
Data
Pos_sample_04.mzML
Data
Pos_sample_05.mzML
Data
Pos_sample_06.mzML
Data
Pos_sample_07.mzML
Data
Pos_sample_08.mzML
Data
Pos_sample_09.mzML
Data
Pos_sample_10.mzML
Data
Pos_sample_11.mzML
Data
Pos_sample_12.mzML
Data
Pos_sample_13.mzML
Data
Pos_sample_14.mzML
Data
Pos_sample_15.mzML
Data
Pos_sample_16.mzML
Data
Pos_sample_17.mzML
Data
Pos_sample_18.mzML
Data
Pos_sample_19.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 38 rows!
Extracted information for 38 samples.
Processing  ST002523
Initiating REDU-table generation for AN004157
Rest length is 19
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
220922-LC1-PAN-1-018-SA008750.mzML
220922-LC1-PAN-1-019-SA008754.mzML
220922-LC1-PAN-1-020-SA008761.mzML
220922-LC1-PAN-1-022-SA008767.mzML
220922-LC1-PAN-1-024-SA008768.mzML
220922-LC1-PAN-1-025-SA008753.mzML
220922-LC1-PAN-1-026-SA008763.mzML
220922-LC1-PAN-1-027-SA008757.mzML
220922-LC1-PAN-1-028-SA008758.mzML
220922-LC1-PAN-1-030-SA008756.mzML
220922-LC1-PAN-1-031-SA008764.mzML
220922-LC1-PAN-1-032-SA008765.mzML
220922-LC1-PAN-1-033-SA008760.mzML
220922-LC1-PAN-1-034-SA008749.mzML
220922-LC1-PAN-1-036-SA008762.mzML
220922-LC1-PAN-1-037-SA008752.mzML
220922-LC1-PAN-1-038-SA008751.mzML
220922-LC1-PAN-1-039-SA008759.mzML
220922-LC1-PAN-1-040-SA008755.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 19 rows!
Extracted information for 19 samples.
Processing  ST001614
No raw data detected. Ignoring ST001614
Processing  ST000312
No raw data detected. Ignoring ST000312
Processing  ST000847
Initiating REDU-table generation for AN001371
Rest length is 18
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 1305.21it/s]

 50%|█████     | 1581/3150 [2:09:33<55:23,  2.12s/it]  
 50%|█████     | 1585/3150 [2:09:33<28:46,  1.10s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 50%|█████     | 1587/3150 [2:09:37<32:04,  1.23s/it]
 51%|█████     | 1591/3150 [2:09:37<18:45,  1.39it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002315
No raw data detected. Ignoring ST002315
Processing  ST002493
No raw data detected. Ignoring ST002493
Processing  ST001820
No raw data detected. Ignoring ST001820
Processing  ST000458
No raw data detected. Ignoring ST000458
Processing  ST001128
No raw data detected. Ignoring ST001128
Processing  ST003250
Initiating REDU-table generation for AN005323
Rest length is 13
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005324
Rest length is 13
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Tectum
CTL_12dpi_T1_NEG1.raw
Tectum
CTL_12dpi_T1_NEG2.raw
Tectum
CTL_12dpi_T1_NEG3.raw
Tectum
CTL_12dpi_T1_POS1.raw
Tectum
CTL_12dpi_T1_POS2.raw
Tectum
CTL_12dpi_T1_POS3.raw
Tectum
CTL_12dpi_T2_NEG1.raw
Tectum
CTL_12dpi_T2_NEG2.raw
Tectum
CTL_12dpi_T2_NEG3.raw
Tectum
CTL_12dpi_T2_POS1.raw
Tectum
CTL_12dpi_T2_POS2.raw
Tectum
CTL_12dpi_T2_POS3.raw
Tectum
CTL_27dpi_T_2_NEG1.raw
Tectum
CTL_27dpi_T_2_NEG2.raw
Tectum
CTL_27dpi_T_2_NEG3.raw
Tectum
CTL_27dpi_T_2_POS1.raw
Tectum
CTL_27dpi_T_2_POS2.raw
Tectum
CTL_27dpi_T_2_POS3.raw
Tectum
CTL_27dpi_T_3_NEG1.raw
Tectum
CTL_27dpi_T_3_NEG2.raw
Tectum
CTL_27dpi_T_3_NEG3.raw
Tectum
CTL_27dpi_T_3_POS1.raw
Tectum
CX_12dpi_T2_NEG1.raw
Tectum
CX_12dpi_T2_NEG2.raw
Tectum
CX_12dpi_T2_NEG3.raw
Tectum
CX_12dpi_T2_POS1.raw
Tectum
CX_12dpi_T2_POS2.raw
Tectum
CX_12dpi_T2_POS3.raw
Tectum
CX_12dpi_T_1_NEG1.raw
Tectum
CX_12dpi_T_1_NEG2.raw
Tectum
CX_12dpi_T_1_NEG3.raw
Tectum
CX_12dpi_T_1_POS1.raw
Tectum
CX_12dpi_T_1_POS2.raw
Tectum
CX_12dpi_T_1_POS3.raw
Tectum
CX_27dpi_T1_NEG1.raw
Tectum
CX_27dpi_T1_NEG2.raw
Tectum
CX_27dpi_T1_NEG3.raw
Tectum
CX_27dpi_T1_POS1.raw
Tectum
CX_27dpi_T1_POS2.raw
Tectum
CX_27dpi_T1_POS3.raw
Tectum
CX_27dpi_T_2_NEG1.raw
Tectum
CX_27dpi_T_2_NEG2.raw
Tectum
CX_27dpi_T_2_NEG3.raw
Tectum
CX_27dpi_T_2_POS1.raw
Tectum
CX_27dpi_T_2_POS2.raw
Tectum
CX_27dpi_T_2_POS3.raw
Tectum
Left_T_Sham_1_NEG1.raw
Tectum
Left_T_Sham_1_NEG2.raw
Tectum
Left_T_Sham_1_NEG3.raw
Tectum
Left_T_Sham_1_POS1.raw
Tectum
Left_T_Sham_1_POS2.raw
Tectum
Left_T_Sham_1_POS3.raw
Tectum
Right_T_Sham_1_NEG1.raw
Tectum
Right_T_Sham_1_NEG2.raw
Tectum
Right_T_Sham_1_NEG3.raw
Tectum
Right_T_Sham_1_POS1.raw
Tectum
Right_T_Sham_1_POS2.raw
Tectum
Right_T_Sham_1_POS3.raw
Tectum
Right_T_Sham_2_NEG1.raw
Tectum
Right_T_Sham_2_NEG2.raw
Tectum
Right_T_Sham_2_NEG3.raw
Tectum
Right_T_Sham_2_POS1.raw
Tectum
Right_T_Sham_2_POS2.raw
Tectum
Right_T_Sham_2_POS3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST000968
No raw data detected. Ignoring ST000968
Processing  ST001155
No raw data detected. Ignoring ST001155
Processing  ST002572
No raw data detected. Ignoring ST002572
Processing  ST000020
No raw data detected. Ignoring ST000020
Processing  ST002816
Initiating REDU-table generation for AN004583
Rest length is 21
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
S (1).mzML
S (2).mzML
S (3).mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST001947
Initiating REDU-table generation for AN003169
Rest length is 265
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
181205_007.mzML
181205_008.mzML
181205_009.mzML
181205_010.mzML
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181205_100.mzML
181205_101.mzML
181205_102.mzML
181205_103.mzML
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181205_105.mzML
181205_106.mzML
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181205_109.mzML
181205_110.mzML
181205_111.mzML
181205_112.mzML
181205_113.mzML
181205_114.mzML
181205_115.mzML
181205_116.mzML
181205_117.mzML
181205_118.mzML
181205_119.mzML
181205_120.mzML
181205_121.mzML
181205_122.mzML
181205_123.mzML
181205_124.mzML
181205_125.mzML
181205_126.mzML
181205_127.mzML
181205_128.mzML
181205_129.mzML
181205_130.mzML
181205_131.mzML
181205_132.mzML
181205_133.mzML
181205_134.mzML
181205_135.mzML
181205_136.mzML
181205_137.mzML
181205_138.mzML
181205_139.mzML
181205_140.mzML
181205_141.mzML
181205_142.mzML
181205_143.mzML
181205_144.mzML
181205_145.mzML
181205_146.mzML
181205_147.mzML
181205_148.mzML
181205_149.mzML
181205_150.mzML
181205_151.mzML
181205_152.mzML
181205_153.mzML
181205_154.mzML
181205_155.mzML
181205_156.mzML
181205_157.mzML
181205_158.mzML
181210_005.mzML
181210_006.mzML
181210_007.mzML
181210_008.mzML
181210_009.mzML
181210_010.mzML
181210_011.mzML
181210_012.mzML
181210_013.mzML
181210_014.mzML
181210_015.mzML
181210_016.mzML
181210_017.mzML
181210_018.mzML
181210_019.mzML
181210_020.mzML
181210_021.mzML
181210_022.mzML
181210_023.mzML
181210_024.mzML
181210_025.mzML
181210_026.mzML
181210_027.mzML
181210_028.mzML
181210_029.mzML
181210_030.mzML
181210_031.mzML
181210_032.mzML
181210_033.mzML
181210_034.mzML
181210_035.mzML
181210_036.mzML
181210_037.mzML
181210_038.mzML
181210_039.mzML
181210_040.mzML
181210_041.mzML
181210_042.mzML
181210_043.mzML
181210_044.mzML
181210_045.mzML
181210_046.mzML
181210_047.mzML
181210_048.mzML
181210_049.mzML
181210_050.mzML
181210_051.mzML
181210_052.mzML
181210_053.mzML
181210_054.mzML
181210_055.mzML
181210_056.mzML
181210_057.mzML
181210_058.mzML
181210_059.mzML
181210_060.mzML
181210_061.mzML
181210_062.mzML
181210_063.mzML
181210_064.mzML
181210_065.mzML
181210_066.mzML
181210_067.mzML
181210_068.mzML
181210_069.mzML
181210_070.mzML
181210_071.mzML
181210_072.mzML
181210_073.mzML
181210_074.mzML
181210_075.mzML
181210_076.mzML
181210_077.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1593/3150 [2:09:45<37:51,  1.46s/it]
 51%|█████     | 1593/3150 [2:09:56<37:51,  1.46s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1595/3150 [2:10:55<4:15:48,  9.87s/it]
181210_078.mzML
181210_079.mzML
181210_080.mzML
181210_081.mzML
181210_082.mzML
181210_083.mzML
181210_084.mzML
181210_085.mzML
181210_086.mzML
181210_087.mzML
181210_088.mzML
181210_089.mzML
181210_090.mzML
181210_091.mzML
181210_092.mzML
181210_093.mzML
181210_094.mzML
181210_095.mzML
181210_096.mzML
181210_097.mzML
181210_098.mzML
181210_099.mzML
181210_100.mzML
181210_101.mzML
181210_102.mzML
181210_103.mzML
181210_104.mzML
181210_105.mzML
181213_009.mzML
181213_010.mzML
181213_011.mzML
181213_012.mzML
181213_013.mzML
181213_014.mzML
181213_015.mzML
181213_016.mzML
181213_017.mzML
181214_004.mzML
181214_005.mzML
181214_006.mzML
181214_007.mzML
181214_008.mzML
181214_009.mzML
181214_010.mzML
181214_011.mzML
181214_012.mzML
181214_013.mzML
181214_014.mzML
181214_015.mzML
181214_016.mzML
181214_017.mzML
181214_018.mzML
181214_019.mzML
181214_020.mzML
181214_021.mzML
181214_022.mzML
181214_023.mzML
181214_024.mzML
181214_025.mzML
181214_026.mzML
181214_027.mzML
181214_028.mzML
181214_029.mzML
181214_030.mzML
181214_031.mzML
181214_032.mzML
181214_033.mzML
181214_034.mzML
181214_035.mzML
181214_036.mzML
181214_037.mzML
181214_038.mzML
181214_039.mzML
181214_040.mzML
181214_041.mzML
181214_042.mzML
181214_043.mzML
181214_044.mzML
181214_045.mzML
181214_046.mzML
181214_047.mzML
181214_048.mzML
181214_049.mzML
181214_050.mzML
181214_051.mzML
181214_052.mzML
181214_053.mzML
181214_054.mzML
181214_055.mzML
181214_056.mzML
181214_057.mzML
181214_058.mzML
181214_059.mzML
181214_060.mzML
181214_061.mzML
181214_062.mzML
181214_063.mzML
181214_064.mzML
181214_065.mzML
181214_066.mzML
181214_067.mzML
181214_068.mzML
181214_069.mzML
181214_070.mzML
181214_071.mzML
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181214_073.mzML
181214_074.mzML
181214_075.mzML
181214_076.mzML
181214_077.mzML
181214_078.mzML
181214_079.mzML
181214_080.mzML
181214_081.mzML
181214_082.mzML
181214_083.mzML
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181214_085.mzML
181214_086.mzML
181214_087.mzML
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181214_089.mzML
181214_090.mzML
181214_091.mzML
181214_092.mzML
181214_093.mzML
181214_094.mzML
181214_095.mzML
181214_096.mzML
181214_097.mzML
181214_098.mzML
181214_099.mzML
181214_100.mzML
181214_101.mzML
181214_102.mzML
181214_103.mzML
181214_104.mzML
181214_105.mzML
181214_106.mzML
181214_107.mzML
181214_108.mzML
181214_109.mzML
181214_110.mzML
181214_111.mzML
181214_112.mzML
181214_113.mzML
181218_005.mzML
181218_006.mzML
181218_007.mzML
181218_008.mzML
181218_009.mzML
181218_010.mzML
181218_011.mzML
181218_012.mzML
181218_013.mzML
181218_014.mzML
181218_015.mzML
181218_016.mzML
181218_017.mzML
181218_018.mzML
181218_019.mzML
181218_020.mzML
181218_021.mzML
181218_022.mzML
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181218_024.mzML
181218_025.mzML
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181218_027.mzML
181218_028.mzML
181218_029.mzML
181218_030.mzML
181218_031.mzML
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181218_033.mzML
181218_034.mzML
181218_035.mzML
181218_036.mzML
181218_037.mzML
181218_038.mzML
181218_039.mzML
181218_040.mzML
181218_041.mzML
181218_042.mzML
181218_043.mzML
181218_044.mzML
181218_045.mzML
181218_046.mzML
181218_047.mzML
181218_048.mzML
181218_049.mzML
181218_050.mzML
181218_051.mzML
181218_052.mzML
181218_053.mzML
181218_054.mzML
181218_055.mzML
181218_056.mzML
181218_057.mzML
181218_058.mzML
181218_059.mzML
181218_060.mzML
181218_061.mzML
181218_062.mzML
181218_063.mzML
181218_064.mzML
181218_065.mzML
181218_066.mzML
181218_067.mzML
181218_068.mzML
181218_069.mzML
181218_070.mzML
181218_071.mzML
181218_072.mzML
181218_073.mzML
181218_074.mzML
181218_075.mzML
181218_076.mzML
181218_077.mzML
181218_078.mzML
181218_079.mzML
181218_080.mzML
181218_081.mzML
181218_082.mzML
181218_083.mzML
181218_084.mzML
181218_085.mzML
181218_089.mzML
181218_090.mzML
181218_091.mzML
181218_092.mzML
181218_093.mzML
181218_094.mzML
181218_095.mzML
181218_096.mzML
181218_097.mzML
181218_098.mzML
181218_099.mzML
181218_100.mzML
181218_101.mzML
181218_102.mzML
181218_103.mzML
181218_104.mzML
181218_105.mzML
181218_106.mzML
181218_107.mzML
181218_108.mzML
181218_109.mzML
181218_110.mzML
181218_111.mzML
181218_112.mzML
181218_113.mzML
181218_114.mzML
181218_115.mzML
181218_116.mzML
181218_117.mzML
181218_118.mzML
181218_119.mzML
181218_120.mzML
181218_121.mzML
181218_122.mzML
181218_123.mzML
181218_124.mzML
181218_125.mzML
181218_126.mzML
181218_127.mzML
181218_128.mzML
181218_129.mzML
181218_130.mzML
181218_131.mzML
181218_132.mzML
181218_133.mzML
181218_134.mzML
181218_135.mzML
181218_136.mzML
181218_137.mzML
181218_138.mzML
181218_139.mzML
181218_140.mzML
181218_141.mzML
181218_142.mzML
181218_143.mzML
181218_144.mzML
181218_145.mzML
181218_146.mzML
181218_147.mzML
181218_148.mzML
181218_149.mzML
181218_150.mzML
181218_151.mzML
181218_152.mzML
181218_153.mzML
181218_154.mzML
181218_155.mzML
181218_156.mzML
181218_157.mzML
181218_158.mzML
181218_159.mzML
181218_160.mzML
181218_161.mzML
181218_162.mzML
181218_163.mzML
181218_164.mzML
181218_165.mzML
181218_166.mzML
181218_167.mzML
181218_168.mzML
181218_169.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 530 rows!
Extracted information for 530 samples.
Processing  ST000304
No raw data detected. Ignoring ST000304
Processing  ST002902
Initiating REDU-table generation for AN004761
Rest length is 118
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
10.1.mzML
10.2.mzML
10.3.mzML
11.1.mzML
11.2.mzML
11.3.mzML
12.1.mzML
12.2.mzML
12.3.mzML
13.1.mzML
13.2.mzML
13.3.mzML
14.1.mzML
14.2.mzML
14.3.mzML
15.1.mzML
15.2.mzML
15.3.mzML
16.1.mzML
16.2.mzML
16.3.mzML
17.1.mzML
17.2.mzML
17.3.mzML
21.1.mzML
21.2.mzML
21.3.mzML
22.1.mzML
22.2.mzML
22.3.mzML
24.1.mzML
24.2.mzML
24.3.mzML
25.1.mzML
25.2.mzML
25.3.mzML
26.1.mzML
26.2.mzML
26.3.mzML
27.1.mzML
27.2.mzML
27.3.mzML
28.1.mzML
28.2.mzML
28.3.mzML
29.1.mzML
29.2.mzML
29.3.mzML
3.1.mzML
31.1.mzML
31.2.mzML
31.3.mzML
32.1.mzML
32.2.mzML
32.3.mzML
33.1.mzML
33.2.mzML
33.3.mzML
34.1.mzML
34.2.mzML
34.3.mzML
35.1.mzML
35.2.mzML
35.3.mzML
36.1.mzML
36.2.mzML
36.3.mzML
4.2.mzML
6.2.mzML
6.3.mzML
7.3.mzML
9.1.mzML
9.2.mzML
9.3.mzML
Alm 30.1.mzML
Alm 30.2.mzML
Alm 30.3.mzML
Cow 1.1.mzML
Cow 2.2.mzML
Cow1.2.mzML
Cow1.3.mzML
Cow2.1.mzML
Cow2.3.mzML
PS1.mzML
PS10.mzML
PS2.mzML
PS3.mzML
PS4.mzML
PS5.mzML
PS6.mzML
PS7.mzML
PS8.mzML
PS9.mzML
Soy 18.1.mzML
Soy 19.1 Dil x5 DF.mzML
Soy 20.1.mzML
Soy 20.2.mzML
Soy 20.3.mzML
Soy19.2.mzML
Soy19.3.mzML
cow 3.2.mzML
cow 3.3.mzML
cow 4.1.mzML
cow 4.3.mzML
cow 5.1.mzML
cow 5.2.mzML
cow 5.3.mzML
cow 6.1.mzML
cow 7.1.mzML
cow 7.2.mzML
cow 8.1.mzML
cow 8.2.mzML
cow 8.3.mzML
soy 18.2.mzML
soy 18.3.mzML
soy 23.1.mzML
soy 23.2.mzML
soy 23.3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 118
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST002057
Initiating REDU-table generation for AN003349
Rest length is 103
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NASH_Data
NASH_BXW_L1S1.raw
NASH_Data
NASH_BXW_L1S10.raw
NASH_Data
NASH_BXW_L1S2.raw
NASH_Data
NASH_BXW_L1S3.raw
NASH_Data
NASH_BXW_L1S4.raw
NASH_Data
NASH_BXW_L1S5.raw
NASH_Data
NASH_BXW_L1S6.raw
NASH_Data
NASH_BXW_L1S7.raw
NASH_Data
NASH_BXW_L1S8.raw
NASH_Data
NASH_BXW_L1S9.raw
NASH_Data
NASH_GWD_L2S11.raw
NASH_Data
NASH_GWD_L2S12.raw
NASH_Data
NASH_GWD_L2S13.raw
NASH_Data
NASH_GWD_L2S14.raw
NASH_Data
NASH_GWD_L2S15.raw
NASH_Data
NASH_GWD_L2S16.raw
NASH_Data
NASH_GWD_L2S17.raw
NASH_Data
NASH_GWD_L2S18.raw
NASH_Data
NASH_GWD_L2S19.raw
NASH_Data
NASH_GWD_L2S20.raw
NASH_Data
NASH_IWM_L3S21.raw
NASH_Data
NASH_IWM_L3S22.raw
NASH_Data
NASH_IWM_L3S23.raw
NASH_Data
NASH_IWM_L3S24.raw
NASH_Data
NASH_IWM_L3S25.raw
NASH_Data
NASH_IWM_L3S26.raw
NASH_Data
NASH_IWM_L3S27.raw
NASH_Data
NASH_IWM_L3S28.raw
NASH_Data
NASH_IWM_L3S29.raw
NASH_Data
NASH_IWM_L3S30.raw
NASH_Data
NASH_YNM_L4S31.raw
NASH_Data
NASH_YNM_L4S33.raw
NASH_Data
NASH_YNM_L4S34.raw
NASH_Data
NASH_YNM_L4S35.raw
NASH_Data
NASH_YNM_L4S36.raw
NASH_Data
NASH_YNM_L4S37.raw
NASH_Data
NASH_YNM_L4S38.raw
NASH_Data
NASH_YNM_L4S39.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1596/3150 [2:10:58<3:50:44,  8.91s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1599/3150 [2:11:01<2:28:54,  5.76s/it]
 51%|█████     | 1601/3150 [2:11:01<1:48:33,  4.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1602/3150 [2:11:05<1:44:37,  4.06s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1603/3150 [2:11:07<1:38:52,  3.83s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1604/3150 [2:11:11<1:34:54,  3.68s/it]
NASH_Data
NASH_YNM_L4S40.raw
NASH_Data
NM_JHY_S1.raw
NASH_Data
NM_JHY_S13.raw
NASH_Data
NM_JHY_S14.raw
NASH_Data
NM_JHY_S15.raw
NASH_Data
NM_JHY_S2.raw
NASH_Data
NM_JHY_S3.raw
NASH_Data
NM_JHY_S7.raw
NASH_Data
NM_JHY_S8.raw
NASH_Data
NM_JHY_S9.raw
NASH_Data
NM_JPR_S19.raw
NASH_Data
NM_JPR_S20.raw
NASH_Data
NM_JPR_S21.raw
NASH_Data
NM_JPR_S25.raw
NASH_Data
NM_JPR_S26.raw
NASH_Data
NM_JPR_S27.raw
NASH_Data
NM_JPR_S31.raw
NASH_Data
NM_JPR_S32.raw
NASH_Data
NM_JPR_S33.raw
NASH_Data
NM_OSI_S37.raw
NASH_Data
NM_OSI_S38.raw
NASH_Data
NM_OSI_S39.raw
NASH_Data
NM_OSI_S43.raw
NASH_Data
NM_OSI_S44.raw
NASH_Data
NM_OSI_S45.raw
NASH_Data
NM_XVN_S49.raw
NASH_Data
NM_XVN_S50.raw
NASH_Data
NM_XVN_S51.raw
NASH_Data
NM_XVN_S55.raw
NASH_Data
NM_XVN_S56.raw
NASH_Data
NM_XVN_S57.raw
NASH_Data
NM_XVN_S61.raw
NASH_Data
NM_XVN_S62.raw
NASH_Data
SM_JHY_S10.raw
NASH_Data
SM_JHY_S11.raw
NASH_Data
SM_JHY_S12.raw
NASH_Data
SM_JHY_S16.raw
NASH_Data
SM_JHY_S17.raw
NASH_Data
SM_JHY_S18.raw
NASH_Data
SM_JHY_S4.raw
NASH_Data
SM_JHY_S5.raw
NASH_Data
SM_JHY_S6.raw
NASH_Data
SM_JPR_S22.raw
NASH_Data
SM_JPR_S23.raw
NASH_Data
SM_JPR_S24.raw
NASH_Data
SM_JPR_S28.raw
NASH_Data
SM_JPR_S29.raw
NASH_Data
SM_JPR_S30.raw
NASH_Data
SM_JPR_S34.raw
NASH_Data
SM_JPR_S35.raw
NASH_Data
SM_JPR_S36.raw
NASH_Data
SM_OSI_S40.raw
NASH_Data
SM_OSI_S41.raw
NASH_Data
SM_OSI_S42.raw
NASH_Data
SM_OSI_S46.raw
NASH_Data
SM_OSI_S47.raw
NASH_Data
SM_OSI_S48.raw
NASH_Data
SM_XVN_S52.raw
NASH_Data
SM_XVN_S53.raw
NASH_Data
SM_XVN_S54.raw
NASH_Data
SM_XVN_S58.raw
NASH_Data
SM_XVN_S59.raw
NASH_Data
SM_XVN_S60.raw
NASH_Data
SM_XVN_S63.raw
NASH_Data
SM_XVN_S64.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 103 rows!
Extracted information for 103 samples.
Processing  ST000795
No raw data detected. Ignoring ST000795
Processing  ST001291
No raw data detected. Ignoring ST001291
Processing  ST003186
Initiating REDU-table generation for AN005234
Rest length is 19
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
210927 CS Large Group
24hr_1.mzML
210927 CS Large Group
24hr_10.mzML
210927 CS Large Group
24hr_11.mzML
210927 CS Large Group
24hr_12.mzML
210927 CS Large Group
24hr_13.mzML
210927 CS Large Group
24hr_14.mzML
210927 CS Large Group
24hr_16.mzML
210927 CS Large Group
24hr_17.mzML
210927 CS Large Group
24hr_19.mzML
210927 CS Large Group
24hr_2.mzML
210927 CS Large Group
24hr_22.mzML
210927 CS Large Group
24hr_23.mzML
210927 CS Large Group
24hr_24.mzML
210927 CS Large Group
24hr_3.mzML
210927 CS Large Group
24hr_4.mzML
210927 CS Large Group
24hr_5.mzML
210927 CS Large Group
24hr_6.mzML
210927 CS Large Group
24hr_7.mzML
210927 CS Large Group
24hr_8.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 19 rows!
Extracted information for 19 samples.
Processing  ST000143
No raw data detected. Ignoring ST000143
Processing  ST000826
No raw data detected. Ignoring ST000826
Processing  ST001933
Initiating REDU-table generation for AN003143
Rest length is 82
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
G1.mzML
G11.mzML
G14.mzML
G15.mzML
G16.mzML
G18.mzML
G2.mzML
G21.mzML
G3.mzML
G30.mzML
G33.mzML
G34.mzML
G35.mzML
G37.mzML
G4.mzML
G40.mzML
G8.mzML
H1.mzML
H11.mzML
H12.mzML
H13.mzML
H14.mzML
H15.mzML
H16.mzML
H17.mzML
H18.mzML
H19.mzML
H2.mzML
H21.mzML
H23.mzML
H24.mzML
H25.mzML
H26.mzML
H27.mzML
H28.mzML
H3.mzML
H30.mzML
H31.mzML
H32.mzML
H34.mzML
H35.mzML
H36.mzML
H37.mzML
H38.mzML
H39.mzML
H4.mzML
H40.mzML
H5.mzML
H6.mzML
H7.mzML
H8.mzML
H9.mzML
N1.mzML
N11.mzML
N12.mzML
N13.mzML
N14.mzML
N15.mzML
N16.mzML
N17.mzML
N18.mzML
N2.mzML
N20.mzML
N21.mzML
N22.mzML
N23.mzML
N27.mzML
N28.mzML
N29.mzML
N3.mzML
N32.mzML
N34.mzML
N35.mzML
N36.mzML
N37.mzML
N38.mzML
N39.mzML
N40.mzML
N5.mzML
N6.mzML
N7.mzML
N8.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 82 rows!
Extracted information for 82 samples.
Processing  ST003401
Initiating REDU-table generation for AN005582
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw_Data_FabT_Lipids
WT_THY-Tween_1.mzML
Raw_Data_FabT_Lipids
WT_THY-Tween_1.raw
Raw_Data_FabT_Lipids
WT_THY-Tween_2.mzML
Raw_Data_FabT_Lipids
WT_THY-Tween_2.raw
Raw_Data_FabT_Lipids
WT_THY-Tween_3.mzML
Raw_Data_FabT_Lipids
WT_THY-Tween_3.raw
Raw_Data_FabT_Lipids
WT_THY-Tween_4.mzML
Raw_Data_FabT_Lipids
WT_THY-Tween_4.raw
Raw_Data_FabT_Lipids
WT_THY_1.mzML
Raw_Data_FabT_Lipids
WT_THY_1.raw
Raw_Data_FabT_Lipids
WT_THY_2.mzML
Raw_Data_FabT_Lipids
WT_THY_2.raw
Raw_Data_FabT_Lipids
WT_THY_3.mzML
Raw_Data_FabT_Lipids
WT_THY_3.raw
Raw_Data_FabT_Lipids
WT_THY_4.mzML
Raw_Data_FabT_Lipids
WT_THY_4.raw
Raw_Data_FabT_Lipids
mFabT_THY-Tween_1.mzML
Raw_Data_FabT_Lipids
mFabT_THY-Tween_1.raw
Raw_Data_FabT_Lipids
mFabT_THY-Tween_2.mzML
Raw_Data_FabT_Lipids
mFabT_THY-Tween_3.mzML
Raw_Data_FabT_Lipids
mFabT_THY-Tween_3.raw
Raw_Data_FabT_Lipids
mFabT_THY-Tween_4.mzML
Raw_Data_FabT_Lipids
mFabT_THY-Tween_4.raw
Raw_Data_FabT_Lipids
mFabT_THY_1.mzML
Raw_Data_FabT_Lipids
mFabT_THY_1.raw
Raw_Data_FabT_Lipids
mFabT_THY_2.mzML
Raw_Data_FabT_Lipids
mFabT_THY_2.raw
Raw_Data_FabT_Lipids
mFabT_THY_3.mzML
Raw_Data_FabT_Lipids
mFabT_THY_3.raw
Raw_Data_FabT_Lipids
mFabT_THY_4.mzML
Raw_Data_FabT_Lipids
mFabT_THY_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST001766
Initiating REDU-table generation for AN002873
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20201009_QEF2_LUNA_liver_kidney_BP413.raw
20201009_QEF2_LUNA_liver_kidney_BP414.raw
20201009_QEF2_LUNA_liver_kidney_BP415.raw
20201009_QEF2_LUNA_liver_kidney_BP416.raw
20201009_QEF2_LUNA_liver_kidney_BP417.raw
20201009_QEF2_LUNA_liver_kidney_BP418.raw
20201009_QEF2_LUNA_liver_kidney_BP419_pool1x_a.raw
20201009_QEF2_LUNA_liver_kidney_BP419_pool1x_b.raw
20201009_QEF2_LUNA_liver_kidney_BP419_pool1x_c.raw
20201009_QEF2_LUNA_liver_kidney_BP420_pool03x.raw
20201009_QEF2_LUNA_liver_kidney_BP421_pool01x.raw
20201009_QEF2_LUNA_liver_kidney_BP421_pool01x_a.raw
20201009_QEF2_LUNA_liver_kidney_blank_end1.raw
20201009_QEF2_LUNA_liver_kidney_blank_end2.raw
20201009_QEF2_LUNA_liver_kidney_blank_start1.raw
20201009_QEF2_LUNA_liver_kidney_blank_start2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST001735
Initiating REDU-table generation for AN002824
Rest length is 102
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/102 [00:00<?, ?it/s]

Mapping potential matches:  13%|█▎        | 13/102 [00:00<00:00, 124.69it/s]

Mapping potential matches:  25%|██▌       | 26/102 [00:00<00:00, 124.81it/s]

Mapping potential matches:  38%|███▊      | 39/102 [00:00<00:00, 124.89it/s]

Mapping potential matches:  51%|█████     | 52/102 [00:00<00:00, 124.31it/s]

Mapping potential matches:  64%|██████▎   | 65/102 [00:00<00:00, 124.24it/s]

Mapping potential matches:  76%|███████▋  | 78/102 [00:00<00:00, 123.79it/s]

Mapping potential matches:  89%|████████▉ | 91/102 [00:00<00:00, 124.63it/s]
Mapping potential matches: 100%|██████████| 102/102 [00:00<00:00, 124.59it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002825
Rest length is 102
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/102 [00:00<?, ?it/s]

Mapping potential matches:  13%|█▎        | 13/102 [00:00<00:00, 122.56it/s]

Mapping potential matches:  25%|██▌       | 26/102 [00:00<00:01, 65.00it/s] 

Mapping potential matches:  33%|███▎      | 34/102 [00:00<00:00, 69.42it/s]

Mapping potential matches:  46%|████▌     | 47/102 [00:00<00:00, 86.39it/s]

Mapping potential matches:  59%|█████▉    | 60/102 [00:00<00:00, 98.34it/s]

Mapping potential matches:  72%|███████▏  | 73/102 [00:00<00:00, 106.53it/s]

Mapping potential matches:  84%|████████▍ | 86/102 [00:00<00:00, 111.30it/s]

Mapping potential matches:  97%|█████████▋| 99/102 [00:00<00:00, 115.84it/s]
Mapping potential matches: 100%|██████████| 102/102 [00:01<00:00, 100.41it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Red blood cells
RBC 5 neg
F2-03-01-.raw
Red blood cells
RBC 5 neg
F2-03-02-.raw
Red blood cells
RBC 5 neg
F2-03-03-.raw
Red blood cells
RBC 5 neg
F2-03-04-.raw
Red blood cells
RBC 5 neg
F2-03-07-.raw
Red blood cells
RBC 5 neg
F2-03-08-.raw
Red blood cells
RBC 5 neg
F2-03-09-.raw
Red blood cells
RBC 5 neg
F2-03-10-.raw
Red blood cells
RBC 5 neg
F2-03-100-.raw
Red blood cells
RBC 5 neg
F2-03-101-.raw
Red blood cells
RBC 5 neg
F2-03-103-.raw
Red blood cells
RBC 5 neg
F2-03-104-.raw
Red blood cells
RBC 5 neg
F2-03-105-.raw
Red blood cells
RBC 5 neg
F2-03-107-.raw
Red blood cells
RBC 5 neg
F2-03-109-.raw
Red blood cells
RBC 5 neg
F2-03-11-.raw
Red blood cells
RBC 5 neg
F2-03-110-.raw
Red blood cells
RBC 5 neg
F2-03-112-.raw
Red blood cells
RBC 5 neg
F2-03-113-.raw
Red blood cells
RBC 5 neg
F2-03-115-.raw
Red blood cells
RBC 5 neg
F2-03-116-.raw
Red blood cells
RBC 5 neg
F2-03-117-.raw
Red blood cells
RBC 5 neg
F2-03-118-.raw
Red blood cells
RBC 5 neg
F2-03-119-.raw
Red blood cells
RBC 5 neg
F2-03-12-.raw
Red blood cells
RBC 5 neg
F2-03-120-.raw
Red blood cells
RBC 5 neg
F2-03-121-.raw
Red blood cells
RBC 5 neg
F2-03-122-.raw
Red blood cells
RBC 5 neg
F2-03-13-.raw
Red blood cells
RBC 5 neg
F2-03-14-.raw
Red blood cells
RBC 5 neg
F2-03-16-.raw
Red blood cells
RBC 5 neg
F2-03-17-.raw
Red blood cells
RBC 5 neg
F2-03-19-.raw
Red blood cells
RBC 5 neg
F2-03-20-.raw
Red blood cells
RBC 5 neg
F2-03-21-.raw
Red blood cells
RBC 5 neg
F2-03-22-.raw
Red blood cells
RBC 5 neg
F2-03-23-.raw
Red blood cells
RBC 5 neg
F2-03-24-.raw
Red blood cells
RBC 5 neg
F2-03-25-.raw
Red blood cells
RBC 5 neg
F2-03-26-.raw
Red blood cells
RBC 5 neg
F2-03-27-.raw
Red blood cells
RBC 5 neg
F2-03-28-.raw
Red blood cells
RBC 5 neg
F2-03-29-.raw
Red blood cells
RBC 5 neg
F2-03-30-.raw
Red blood cells
RBC 5 neg
F2-03-31-.raw
Red blood cells
RBC 5 neg
F2-03-32-.raw
Red blood cells
RBC 5 neg
F2-03-33-.raw
Red blood cells
RBC 5 neg
F2-03-34-.raw
Red blood cells
RBC 5 neg
F2-03-35-.raw
Red blood cells
RBC 5 neg
F2-03-36-.raw
Red blood cells
RBC 5 neg
F2-03-37-.raw
Red blood cells
RBC 5 neg
F2-03-38-.raw
Red blood cells
RBC 5 neg
F2-03-39-.raw
Red blood cells
RBC 5 neg
F2-03-40-.raw
Red blood cells
RBC 5 neg
F2-03-41-.raw
Red blood cells
RBC 5 neg
F2-03-42-.raw
Red blood cells
RBC 5 neg
F2-03-43-.raw
Red blood cells
RBC 5 neg
F2-03-45-.raw
Red blood cells
RBC 5 neg
F2-03-47-.raw
Red blood cells
RBC 5 neg
F2-03-49-.raw
Red blood cells
RBC 5 neg
F2-03-50-.raw
Red blood cells
RBC 5 neg
F2-03-51-.raw
Red blood cells
RBC 5 neg
F2-03-52-.raw
Red blood cells
RBC 5 neg
F2-03-54-.raw
Red blood cells
RBC 5 neg
F2-03-55-.raw
Red blood cells
RBC 5 neg
F2-03-56-.raw
Red blood cells
RBC 5 neg
F2-03-58-.raw
Red blood cells
RBC 5 neg
F2-03-59-.raw
Red blood cells
RBC 5 neg
F2-03-61-.raw
Red blood cells
RBC 5 neg
F2-03-62-.raw
Red blood cells
RBC 5 neg
F2-03-63-.raw
Red blood cells
RBC 5 neg
F2-03-64-.raw
Red blood cells
RBC 5 neg
F2-03-66-.raw
Red blood cells
RBC 5 neg
F2-03-67-.raw
Red blood cells
RBC 5 neg
F2-03-68-.raw
Red blood cells
RBC 5 neg
F2-03-69-.raw
Red blood cells
RBC 5 neg
F2-03-70-.raw
Red blood cells
RBC 5 neg
F2-03-72-.raw
Red blood cells
RBC 5 neg
F2-03-74-.raw
Red blood cells
RBC 5 neg
F2-03-75-.raw
Red blood cells
RBC 5 neg
F2-03-76-.raw
Red blood cells
RBC 5 neg
F2-03-77-.raw
Red blood cells
RBC 5 neg
F2-03-78-.raw
Red blood cells
RBC 5 neg
F2-03-79-.raw
Red blood cells
RBC 5 neg
F2-03-80-.raw
Red blood cells
RBC 5 neg
F2-03-81-.raw
Red blood cells
RBC 5 neg
F2-03-82-.raw
Red blood cells
RBC 5 neg
F2-03-83-.raw
Red blood cells
RBC 5 neg
F2-03-84-.raw
Red blood cells
RBC 5 neg
F2-03-85-.raw
Red blood cells
RBC 5 neg
F2-03-86-.raw
Red blood cells
RBC 5 neg
F2-03-87-.raw
Red blood cells
RBC 5 neg
F2-03-88-.raw
Red blood cells
RBC 5 neg
F2-03-89-.raw
Red blood cells
RBC 5 neg
F2-03-90-.raw
Red blood cells
RBC 5 neg
F2-03-91-.raw
Red blood cells
RBC 5 neg
F2-03-92-.raw
Red blood cells
RBC 5 neg
F2-03-94-.raw
Red blood cells
RBC 5 neg
F2-03-95-.raw
Red blood cells
RBC 5 neg
F2-03-97-.raw
Red blood cells
RBC 5 neg
F2-03-98-.raw
Red blood cells
RBC 5 neg
F2-03-99-.raw
Red blood cells
RBC 5 pos
F2-03-01+.raw
Red blood cells
RBC 5 pos
F2-03-02+.raw
Red blood cells
RBC 5 pos
F2-03-03+.raw
Red blood cells
RBC 5 pos
F2-03-04+.raw
Red blood cells
RBC 5 pos
F2-03-07+.raw
Red blood cells
RBC 5 pos
F2-03-08+.raw
Red blood cells
RBC 5 pos
F2-03-09+.raw
Red blood cells
RBC 5 pos
F2-03-10+.raw
Red blood cells
RBC 5 pos
F2-03-100+.raw
Red blood cells
RBC 5 pos
F2-03-101+.raw
Red blood cells
RBC 5 pos
F2-03-103+.raw
Red blood cells
RBC 5 pos
F2-03-104+.raw
Red blood cells
RBC 5 pos
F2-03-105+.raw
Red blood cells
RBC 5 pos
F2-03-107+.raw
Red blood cells
RBC 5 pos
F2-03-109+.raw
Red blood cells
RBC 5 pos
F2-03-11+.raw
Red blood cells
RBC 5 pos
F2-03-110+.raw
Red blood cells
RBC 5 pos
F2-03-112+.raw
Red blood cells
RBC 5 pos
F2-03-113+.raw
Red blood cells
RBC 5 pos
F2-03-115+.raw
Red blood cells
RBC 5 pos
F2-03-116+.raw
Red blood cells
RBC 5 pos
F2-03-117+.raw
Red blood cells
RBC 5 pos
F2-03-118+.raw
Red blood cells
RBC 5 pos
F2-03-119+.raw
Red blood cells
RBC 5 pos
F2-03-12+.raw
Red blood cells
RBC 5 pos
F2-03-120+.raw
Red blood cells
RBC 5 pos
F2-03-121+.raw
Red blood cells
RBC 5 pos
F2-03-122+.raw
Red blood cells
RBC 5 pos
F2-03-13+.raw
Red blood cells
RBC 5 pos
F2-03-14+.raw
Red blood cells
RBC 5 pos
F2-03-16+.raw
Red blood cells
RBC 5 pos
F2-03-17+.raw
Red blood cells
RBC 5 pos
F2-03-19+.raw
Red blood cells
RBC 5 pos
F2-03-20+.raw
Red blood cells
RBC 5 pos
F2-03-21+.raw
Red blood cells
RBC 5 pos
F2-03-22+.raw
Red blood cells
RBC 5 pos
F2-03-23+.raw
Red blood cells
RBC 5 pos
F2-03-24+.raw
Red blood cells
RBC 5 pos
F2-03-25+.raw
Red blood cells
RBC 5 pos
F2-03-26+.raw
Red blood cells
RBC 5 pos
F2-03-27+.raw
Red blood cells
RBC 5 pos
F2-03-28+.raw
Red blood cells
RBC 5 pos
F2-03-29+.raw
Red blood cells
RBC 5 pos
F2-03-30+.raw
Red blood cells
RBC 5 pos
F2-03-31+.raw
Red blood cells
RBC 5 pos
F2-03-32+.raw
Red blood cells
RBC 5 pos
F2-03-33+.raw
Red blood cells
RBC 5 pos
F2-03-34+.raw
Red blood cells
RBC 5 pos
F2-03-35+.raw
Red blood cells
RBC 5 pos
F2-03-36+.raw
Red blood cells
RBC 5 pos
F2-03-37+.raw
Red blood cells
RBC 5 pos
F2-03-38+.raw
Red blood cells
RBC 5 pos
F2-03-39+.raw
Red blood cells
RBC 5 pos
F2-03-40+.raw
Red blood cells
RBC 5 pos
F2-03-41+.raw
Red blood cells
RBC 5 pos
F2-03-42+.raw
Red blood cells
RBC 5 pos
F2-03-43+.raw
Red blood cells
RBC 5 pos
F2-03-45+.raw
Red blood cells
RBC 5 pos
F2-03-47+.raw
Red blood cells
RBC 5 pos
F2-03-49+.raw
Red blood cells
RBC 5 pos
F2-03-50+.raw
Red blood cells
RBC 5 pos
F2-03-51+.raw
Red blood cells
RBC 5 pos
F2-03-52+.raw
Red blood cells
RBC 5 pos
F2-03-54+.raw
Red blood cells
RBC 5 pos
F2-03-55+.raw
Red blood cells
RBC 5 pos
F2-03-56+.raw
Red blood cells
RBC 5 pos
F2-03-58+.raw
Red blood cells
RBC 5 pos
F2-03-59+.raw
Red blood cells
RBC 5 pos
F2-03-61+.raw
Red blood cells
RBC 5 pos
F2-03-62+.raw
Red blood cells
RBC 5 pos
F2-03-63+.raw
Red blood cells
RBC 5 pos
F2-03-64+.raw
Red blood cells
RBC 5 pos
F2-03-66+.raw
Red blood cells
RBC 5 pos
F2-03-67+.raw
Red blood cells
RBC 5 pos
F2-03-68+.raw
Red blood cells
RBC 5 pos
F2-03-69+.raw
Red blood cells
RBC 5 pos
F2-03-70+.raw
Red blood cells
RBC 5 pos
F2-03-72+.raw
Red blood cells
RBC 5 pos
F2-03-74+.raw
Red blood cells
RBC 5 pos
F2-03-75+.raw
Red blood cells
RBC 5 pos
F2-03-76+.raw
Red blood cells
RBC 5 pos
F2-03-77+.raw
Red blood cells
RBC 5 pos
F2-03-78+.raw
Red blood cells
RBC 5 pos
F2-03-79+.raw
Red blood cells
RBC 5 pos
F2-03-80+.raw
Red blood cells
RBC 5 pos
F2-03-81+.raw
Red blood cells
RBC 5 pos
F2-03-82+.raw
Red blood cells
RBC 5 pos
F2-03-83+.raw
Red blood cells
RBC 5 pos
F2-03-84+.raw
Red blood cells
RBC 5 pos
F2-03-85+.raw
Red blood cells
RBC 5 pos
F2-03-86+.raw
Red blood cells
RBC 5 pos
F2-03-87+.raw
Red blood cells
RBC 5 pos
F2-03-88+.raw
Red blood cells
RBC 5 pos
F2-03-89+.raw
Red blood cells
RBC 5 pos
F2-03-90+.raw
Red blood cells
RBC 5 pos
F2-03-91+.raw
Red blood cells
RBC 5 pos
F2-03-92+.raw
Red blood cells
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1605/3150 [2:11:16<1:47:34,  4.18s/it]
 51%|█████     | 1609/3150 [2:11:16<46:27,  1.81s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1611/3150 [2:11:20<45:45,  1.78s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1612/3150 [2:11:22<47:36,  1.86s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████     | 1614/3150 [2:11:24<41:16,  1.61s/it]
RBC 5 pos
F2-03-94+.raw
Red blood cells
RBC 5 pos
F2-03-95+.raw
Red blood cells
RBC 5 pos
F2-03-97+.raw
Red blood cells
RBC 5 pos
F2-03-98+.raw
Red blood cells
RBC 5 pos
F2-03-99+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 204 rows!
Extracted information for 204 samples.
Processing  ST000122
No raw data detected. Ignoring ST000122
Processing  ST000443
No raw data detected. Ignoring ST000443
Processing  ST003117
No raw data detected. Ignoring ST003117
Processing  ST000032
No raw data detected. Ignoring ST000032
Processing  ST000888
No raw data detected. Ignoring ST000888
Processing  ST002152
Initiating REDU-table generation for AN003523
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003524
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003525
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KO_1.raw
KO_1_luna.raw
KO_2.raw
KO_2_luna.raw
KO_3.raw
KO_3_luna.raw
KO_4.raw
KO_4_luna.raw
KO_5.raw
KO_5_luna.raw
KO_6.raw
KO_6_luna.raw
KO_7.raw
KO_7_luna.raw
KO_8.raw
KO_8_luna.raw
WT_1.raw
WT_1_luna.raw
WT_2.raw
WT_2_luna.raw
WT_3.raw
WT_3_luna.raw
WT_4.raw
WT_4_luna.raw
WT_5.raw
WT_5_luna.raw
WT_6.raw
WT_6_luna.raw
WT_7.raw
WT_7_luna.raw
WT_8.raw
WT_8_luna.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST002420
Initiating REDU-table generation for AN003941
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
G10_1.mzML
G11_1.mzML
G12_1.mzML
G13_1.mzML
G14_1.mzML
G15_1.mzML
G16_1.mzML
G17_1.mzML
G1_1.mzML
G2_1.mzML
G3_1.mzML
G4_1.mzML
G5_1.mzML
G6_1.mzML
G7_1.mzML
G8_1.mzML
G9_1.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST001284
No raw data detected. Ignoring ST001284
Processing  ST001389
Initiating REDU-table generation for AN002318
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Amino_acids
L_K10D1.wiff
Amino_acids
L_K10D14.wiff
Amino_acids
L_K10D21.wiff
Amino_acids
L_K10D28.wiff
Amino_acids
L_K10D56.wiff
Amino_acids
L_K10D7.wiff
Amino_acids
L_K11D1.wiff
Amino_acids
L_K11D14.wiff
Amino_acids
L_K11D21.wiff
Amino_acids
L_K11D28.wiff
Amino_acids
L_K11D56.wiff
Amino_acids
L_K11D7.wiff
Amino_acids
L_K7D14.wiff
Amino_acids
L_K7D21.wiff
Amino_acids
L_K7D28.wiff
Amino_acids
L_K7D56.wiff
Amino_acids
L_K7D7.wiff
Amino_acids
L_K8D14.wiff
Amino_acids
L_K8D21.wiff
Amino_acids
L_K8D28.wiff
Amino_acids
L_K8D56.wiff
Amino_acids
L_K8D7.wiff
Amino_acids
L_K9D1.wiff
Amino_acids
L_K9D14.wiff
Amino_acids
L_K9D21.wiff
Amino_acids
L_K9D28.wiff
Amino_acids
L_K9D56.wiff
Amino_acids
L_K9D7.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST000248
Initiating REDU-table generation for AN000391
Rest length is 6
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 952.10it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000392
Rest length is 6
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 1074.68it/s]

 51%|█████▏    | 1615/3150 [2:11:25<37:37,  1.47s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000597
Initiating REDU-table generation for AN000915
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 1236.41it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████▏    | 1616/3150 [2:11:27<41:13,  1.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████▏    | 1617/3150 [2:11:31<53:34,  2.10s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-02.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-03.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-04.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-05.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-06.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-07.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-08.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-10.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-13.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-14.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-15.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-16.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-17.mzXML
LaMerrill_Hypothalamus_Oxylipins
Raw Data
Oxylipins
Walsh OSB LAM Oxys-LAM-18.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST003508
Initiating REDU-table generation for AN005761
Rest length is 46
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005762
Rest length is 46
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_10F_F40_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_10I_F12_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_10Q_F37_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_10S_F3_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_20A_F13_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_20B_F1_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_20H_F23_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_20M_F25_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_30E_F24_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_30G_F30_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_30J_F11_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_40D_F21_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_40J_F28_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_40J_F38_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_40P_F33_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_40S_F34_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_40V_F22_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_50A_F7_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_50N_F15_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_50P_F9_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_50V_F17_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_60D_F6_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_60E_F5_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_60G_F27_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_60K_F35_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_70H_F16_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_70L_F29_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_70N_F32_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_70P_F10_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_70R_F31_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_70T_F2_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_70V_F19_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_80B_F26_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_80D_F36_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_80M_F20_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_80Q_F14_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_80R_F4_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_80U_F8_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_90J_F18_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_90R_F39_Neg_20220725.raw
Laxmi_Baby_feces_AX_Neg_07252022
Laxmi_Reagent_Blank_Neg_02_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_10F_F40_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_10I_F12_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_10Q_F37_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_10S_F3_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_20A_F13_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_20B_F1_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_20H_F23_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_20M_F25_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_30E_F24_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_30G_F30_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_30J_F11_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_40D_F21_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_40J_F28_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_40J_F38_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_40P_F33_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_40S_F34_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_40V_F22_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_50A_F7_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_50N_F15_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_50P_F9_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_50V_F17_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_60D_F6_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_60E_F5_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_60G_F27_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_60K_F35_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_70H_F16_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_70L_F29_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_70N_F32_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_70P_F10_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_70R_F31_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_70T_F2_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_70V_F19_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_80B_F26_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_80D_F36_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_80M_F20_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_80Q_F14_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_80R_F4_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_80U_F8_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_90J_F18_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_90R_F39_Pos_20220725.raw
Laxmi_Baby_feces_AX_Pos_07252022
Laxmi_Reagent_Blank_pos_02_20220725.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 82 rows!
Extracted information for 82 samples.
Processing  ST001186
Initiating REDU-table generation for AN001975
Rest length is 54
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/54 [00:00<?, ?it/s]

Mapping potential matches:  24%|██▍       | 13/54 [00:00<00:00, 129.54it/s]

Mapping potential matches:  50%|█████     | 27/54 [00:00<00:00, 129.97it/s]

Mapping potential matches:  76%|███████▌  | 41/54 [00:00<00:00, 130.27it/s]
Mapping potential matches: 100%|██████████| 54/54 [00:00<00:00, 130.29it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001976
Rest length is 54
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/54 [00:00<?, ?it/s]

Mapping potential matches:  26%|██▌       | 14/54 [00:00<00:00, 131.77it/s]

Mapping potential matches:  52%|█████▏    | 28/54 [00:00<00:00, 131.28it/s]

Mapping potential matches:  78%|███████▊  | 42/54 [00:00<00:00, 132.19it/s]
Mapping potential matches: 100%|██████████| 54/54 [00:00<00:00, 132.31it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001977
Rest length is 54
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/54 [00:00<?, ?it/s]

Mapping potential matches:  26%|██▌       | 14/54 [00:00<00:00, 131.54it/s]

Mapping potential matches:  52%|█████▏    | 28/54 [00:00<00:00, 131.83it/s]

Mapping potential matches:  78%|███████▊  | 42/54 [00:00<00:00, 131.91it/s]
Mapping potential matches: 100%|██████████| 54/54 [00:00<00:00, 132.19it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001978
Rest length is 54
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/54 [00:00<?, ?it/s]

Mapping potential matches:  24%|██▍       | 13/54 [00:00<00:00, 126.58it/s]

Mapping potential matches:  48%|████▊     | 26/54 [00:00<00:00, 127.19it/s]

Mapping potential matches:  72%|███████▏  | 39/54 [00:00<00:00, 127.90it/s]

Mapping potential matches:  96%|█████████▋| 52/54 [00:00<00:00, 126.90it/s]
Mapping potential matches: 100%|██████████| 54/54 [00:00<00:00, 126.88it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████▏    | 1618/3150 [2:11:37<1:20:49,  3.17s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Met_Workbench_Sub
Clio_1_Lipids_Negative.raw
Met_Workbench_Sub
Clio_1_Lipids_Positive.raw
Met_Workbench_Sub
Clio_1_Polar.raw
Met_Workbench_Sub
Clio_2_Lipids_Negative.raw
Met_Workbench_Sub
Clio_2_Lipids_Positive.raw
Met_Workbench_Sub
Clio_2_Polar.raw
Met_Workbench_Sub
Clio_3_Lipids_Negative.raw
Met_Workbench_Sub
Clio_3_Lipids_Positive.raw
Met_Workbench_Sub
Clio_3_Polar.raw
Met_Workbench_Sub
Cypro_1_Lipids_Negative.raw
Met_Workbench_Sub
Cypro_1_Lipids_Positive.raw
Met_Workbench_Sub
Cypro_1_Polar.raw
Met_Workbench_Sub
Cypro_2_Lipids_Negative.raw
Met_Workbench_Sub
Cypro_2_Lipids_Positive.raw
Met_Workbench_Sub
Cypro_2_Polar.raw
Met_Workbench_Sub
Cypro_3_Lipids_Negative.raw
Met_Workbench_Sub
Cypro_3_Lipids_Positive.raw
Met_Workbench_Sub
Cypro_3_Polar.raw
Met_Workbench_Sub
Cyst_1_Lipids_Negative.raw
Met_Workbench_Sub
Cyst_1_Lipids_Positive.raw
Met_Workbench_Sub
Cyst_1_Polar.raw
Met_Workbench_Sub
Cyst_2_Lipids_Negative.raw
Met_Workbench_Sub
Cyst_2_Lipids_Positive.raw
Met_Workbench_Sub
Cyst_2_Polar.raw
Met_Workbench_Sub
Cyst_3_Lipids_Negative.raw
Met_Workbench_Sub
Cyst_3_Lipids_Positive.raw
Met_Workbench_Sub
Cyst_3_Polar.raw
Met_Workbench_Sub
DKI_1_Lipids_Negative.raw
Met_Workbench_Sub
DKI_1_Lipids_Positive.raw
Met_Workbench_Sub
DKI_1_Polar.raw
Met_Workbench_Sub
DKI_2_Lipids_Negative.raw
Met_Workbench_Sub
DKI_2_Lipids_Positive.raw
Met_Workbench_Sub
DKI_2_Polar.raw
Met_Workbench_Sub
DKI_3_Lipids_Negative.raw
Met_Workbench_Sub
DKI_3_Lipids_Positive.raw
Met_Workbench_Sub
DKI_3_Polar.raw
Met_Workbench_Sub
DOP_1_Lipids_Negative.raw
Met_Workbench_Sub
DOP_1_Lipids_Positive.raw
Met_Workbench_Sub
DOP_1_Polar.raw
Met_Workbench_Sub
DOP_2_Lipids_Negative.raw
Met_Workbench_Sub
DOP_2_Lipids_Positive.raw
Met_Workbench_Sub
DOP_2_Polar.raw
Met_Workbench_Sub
DOP_3_Lipids_Negative.raw
Met_Workbench_Sub
DOP_3_Lipids_Positive.raw
Met_Workbench_Sub
DOP_3_Polar.raw
Met_Workbench_Sub
Dime_1_Lipids_Negative.raw
Met_Workbench_Sub
Dime_1_Lipids_Positive.raw
Met_Workbench_Sub
Dime_1_Polar.raw
Met_Workbench_Sub
Dime_2_Lipids_Negative.raw
Met_Workbench_Sub
Dime_2_Lipids_Positive.raw
Met_Workbench_Sub
Dime_2_Polar.raw
Met_Workbench_Sub
Dime_3_Lipids_Negative.raw
Met_Workbench_Sub
Dime_3_Lipids_Positive.raw
Met_Workbench_Sub
Dime_3_Polar.raw
Met_Workbench_Sub
FTYP_1_Lipids_Negative.raw
Met_Workbench_Sub
FTYP_1_Lipids_Positive.raw
Met_Workbench_Sub
FTYP_1_Polar.raw
Met_Workbench_Sub
FTYP_2_Lipids_Negative.raw
Met_Workbench_Sub
FTYP_2_Lipids_Positive.raw
Met_Workbench_Sub
FTYP_2_Polar.raw
Met_Workbench_Sub
FTYP_3_Lipids_Negative.raw
Met_Workbench_Sub
FTYP_3_Lipids_Positive.raw
Met_Workbench_Sub
FTYP_3_Polar.raw
Met_Workbench_Sub
Halo_1_Lipids_Negative.raw
Met_Workbench_Sub
Halo_1_Lipids_Positive.raw
Met_Workbench_Sub
Halo_1_Polar.raw
Met_Workbench_Sub
Halo_2_Lipids_Negative.raw
Met_Workbench_Sub
Halo_2_Lipids_Positive.raw
Met_Workbench_Sub
Halo_2_Polar.raw
Met_Workbench_Sub
Halo_3_Lipids_Negative.raw
Met_Workbench_Sub
Halo_3_Lipids_Positive.raw
Met_Workbench_Sub
Halo_3_Polar.raw
Met_Workbench_Sub
Lox_1_Lipids_Negative.raw
Met_Workbench_Sub
Lox_1_Lipids_Positive.raw
Met_Workbench_Sub
Lox_1_Polar.raw
Met_Workbench_Sub
Lox_2_Lipids_Negative.raw
Met_Workbench_Sub
Lox_2_Lipids_Positive.raw
Met_Workbench_Sub
Lox_2_Polar.raw
Met_Workbench_Sub
Lox_3_Lipids_Negative.raw
Met_Workbench_Sub
Lox_3_Lipids_Positive.raw
Met_Workbench_Sub
Lox_3_Polar.raw
Met_Workbench_Sub
Mec_1_Lipids_Negative.raw
Met_Workbench_Sub
Mec_1_Lipids_Positive.raw
Met_Workbench_Sub
Mec_1_Polar.raw
Met_Workbench_Sub
Mec_2_Lipids_Negative.raw
Met_Workbench_Sub
Mec_2_Lipids_Positive.raw
Met_Workbench_Sub
Mec_2_Polar.raw
Met_Workbench_Sub
Mec_3_Lipids_Negative.raw
Met_Workbench_Sub
Mec_3_Lipids_Positive.raw
Met_Workbench_Sub
Mec_3_Polar.raw
Met_Workbench_Sub
NaB_1_Lipids_Negative.raw
Met_Workbench_Sub
NaB_1_Lipids_Positive.raw
Met_Workbench_Sub
NaB_1_Polar.raw
Met_Workbench_Sub
NaB_2_Lipids_Negative.raw
Met_Workbench_Sub
NaB_2_Lipids_Positive.raw
Met_Workbench_Sub
NaB_2_Polar.raw
Met_Workbench_Sub
NaB_3_Lipids_Negative.raw
Met_Workbench_Sub
NaB_3_Lipids_Positive.raw
Met_Workbench_Sub
NaB_3_Polar.raw
Met_Workbench_Sub
Nico_1_Lipids_Negative.raw
Met_Workbench_Sub
Nico_1_Lipids_Positive.raw
Met_Workbench_Sub
Nico_1_Polar.raw
Met_Workbench_Sub
Nico_2_Lipids_Negative.raw
Met_Workbench_Sub
Nico_2_Lipids_Positive.raw
Met_Workbench_Sub
Nico_2_Polar.raw
Met_Workbench_Sub
Nico_3_Lipids_Negative.raw
Met_Workbench_Sub
Nico_3_Lipids_Positive.raw
Met_Workbench_Sub
Nico_3_Polar.raw
Met_Workbench_Sub
Nort_1_Lipids_Negative.raw
Met_Workbench_Sub
Nort_1_Lipids_Positive.raw
Met_Workbench_Sub
Nort_1_Polar.raw
Met_Workbench_Sub
Nort_2_Lipids_Negative.raw
Met_Workbench_Sub
Nort_2_Lipids_Positive.raw
Met_Workbench_Sub
Nort_2_Polar.raw
Met_Workbench_Sub
Nort_3_Lipids_Negative.raw
Met_Workbench_Sub
Nort_3_Lipids_Positive.raw
Met_Workbench_Sub
Nort_3_Polar.raw
Met_Workbench_Sub
Pizo_1_Lipids_Negative.raw
Met_Workbench_Sub
Pizo_1_Lipids_Positive.raw
Met_Workbench_Sub
Pizo_1_Polar.raw
Met_Workbench_Sub
Pizo_2_Lipids_Negative.raw
Met_Workbench_Sub
Pizo_2_Lipids_Positive.raw
Met_Workbench_Sub
Pizo_2_Polar.raw
Met_Workbench_Sub
Pizo_3_Lipids_Negative.raw
Met_Workbench_Sub
Pizo_3_Lipids_Positive.raw
Met_Workbench_Sub
Pizo_3_Polar.raw
Met_Workbench_Sub
Q111SST_1_Lipids_Negative.raw
Met_Workbench_Sub
Q111SST_1_Lipids_Positive.raw
Met_Workbench_Sub
Q111SST_1_Polar.raw
Met_Workbench_Sub
Q111SST_2_Lipids_Negative.raw
Met_Workbench_Sub
Q111SST_2_Lipids_Positive.raw
Met_Workbench_Sub
Q111SST_2_Polar.raw
Met_Workbench_Sub
Q111SST_3_Lipids_Negative.raw
Met_Workbench_Sub
Q111SST_3_Lipids_Positive.raw
Met_Workbench_Sub
Q111SST_3_Polar.raw
Met_Workbench_Sub
Q7SST_1_Lipids_Negative.raw
Met_Workbench_Sub
Q7SST_1_Lipids_Positive.raw
Met_Workbench_Sub
Q7SST_1_Polar.raw
Met_Workbench_Sub
Q7SST_2_Lipids_Negative.raw
Met_Workbench_Sub
Q7SST_2_Lipids_Positive.raw
Met_Workbench_Sub
Q7SST_2_Polar.raw
Met_Workbench_Sub
Q7SST_3_Lipids_Negative.raw
Met_Workbench_Sub
Q7SST_3_Lipids_Positive.raw
Met_Workbench_Sub
Q7SST_3_Polar.raw
Met_Workbench_Sub
Seli_1_Lipids_Negative.raw
Met_Workbench_Sub
Seli_1_Lipids_Positive.raw
Met_Workbench_Sub
Seli_1_Polar.raw
Met_Workbench_Sub
Seli_2_Lipids_Negative.raw
Met_Workbench_Sub
Seli_2_Lipids_Positive.raw
Met_Workbench_Sub
Seli_2_Polar.raw
Met_Workbench_Sub
Seli_3_Lipids_Negative.raw
Met_Workbench_Sub
Seli_3_Lipids_Positive.raw
Met_Workbench_Sub
Seli_3_Polar.raw
Met_Workbench_Sub
TSA_1_Lipids_Negative.raw
Met_Workbench_Sub
TSA_1_Lipids_Positive.raw
Met_Workbench_Sub
TSA_1_Polar.raw
Met_Workbench_Sub
TSA_2_Lipids_Negative.raw
Met_Workbench_Sub
TSA_2_Lipids_Positive.raw
Met_Workbench_Sub
TSA_2_Polar.raw
Met_Workbench_Sub
TSA_3_Lipids_Negative.raw
Met_Workbench_Sub
TSA_3_Lipids_Positive.raw
Met_Workbench_Sub
TSA_3_Polar.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 162 rows!
Extracted information for 162 samples.
Processing  ST002123
No raw data detected. Ignoring ST002123
Processing  ST001518
No raw data detected. Ignoring ST001518
Processing  ST001264
Initiating REDU-table generation for AN002100
Rest length is 31
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/4 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 4/4 [00:00<00:00, 342.11it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002101
Rest length is 31
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/4 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 4/4 [00:00<00:00, 377.67it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████▏    | 1621/3150 [2:11:40<51:03,  2.00s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 51%|█████▏    | 1622/3150 [2:11:42<51:51,  2.04s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1623/3150 [2:11:45<52:40,  2.07s/it]
 52%|█████▏    | 1627/3150 [2:11:45<23:40,  1.07it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1631/3150 [2:11:48<23:17,  1.09it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
021518_387057_CSHn_BioRec1.raw
021518_387057_CSHn_BioRec2.raw
021518_387057_CSHn_BioRec3.raw
021518_387057_CSHp_BioRec1.raw
021518_387057_CSHp_BioRec2.raw
021518_387057_CSHp_BioRec3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST003265
Initiating REDU-table generation for AN005349
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
K1.raw
MyData
K2.raw
MyData
K3.raw
MyData
KO1.raw
MyData
KO2.raw
MyData
KO3.raw
MyData
KO4.raw
MyData
KO5.raw
MyData
W1.raw
MyData
W2.raw
MyData
W3.raw
MyData
WT1.raw
MyData
WT2.raw
MyData
WT3.raw
MyData
WT4.raw
MyData
WT5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST001508
Initiating REDU-table generation for AN002499
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
01_Liver_OE.raw
02_Liver_KISS.raw
03_Liver_OE.raw
04_Liver_CRE.raw
05_Liver_WT.raw
06_Liver_KISS.raw
07_Liver_CRE.raw
08_Liver_CRE.raw
09_Liver_WT.raw
10_Liver_OE.raw
11_Liver_KISS.raw
12_Liver_KISS.raw
13_Liver_WT.raw
14_Liver_KISS.raw
15_Liver_WT.raw
16_Liver_CRE.raw
17_Liver_OE.raw
18_Liver_OE.raw
19_Liver_CRE.raw
20_Liver_WT.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST000578
No raw data detected. Ignoring ST000578
Processing  ST002994
No raw data detected. Ignoring ST002994
Processing  ST001065
No raw data detected. Ignoring ST001065
Processing  ST000009
No raw data detected. Ignoring ST000009
Processing  ST000735
No raw data detected. Ignoring ST000735
Processing  ST002156
No raw data detected. Ignoring ST002156
Processing  ST000013
No raw data detected. Ignoring ST000013
Processing  ST002772
Initiating REDU-table generation for AN004512
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
BeatricheEdelbo_2023
RawData
220317-NEG-006-QC-first.raw
BeatricheEdelbo_2023
RawData
220317-NEG-007-QC1.raw
BeatricheEdelbo_2023
RawData
220317-NEG-009-CS36972.raw
BeatricheEdelbo_2023
RawData
220317-NEG-010-CS36973.raw
BeatricheEdelbo_2023
RawData
220317-NEG-011-CS36982.raw
BeatricheEdelbo_2023
RawData
220317-NEG-012-CS36985.raw
BeatricheEdelbo_2023
RawData
220317-NEG-013-CS36974.raw
BeatricheEdelbo_2023
RawData
220317-NEG-014-CS36964.raw
BeatricheEdelbo_2023
RawData
220317-NEG-015-QC2.raw
BeatricheEdelbo_2023
RawData
220317-NEG-016-CS36980.raw
BeatricheEdelbo_2023
RawData
220317-NEG-017-CS36978.raw
BeatricheEdelbo_2023
RawData
220317-NEG-018-CS36969.raw
BeatricheEdelbo_2023
RawData
220317-NEG-019-CS36984.raw
BeatricheEdelbo_2023
RawData
220317-NEG-020-CS36970.raw
BeatricheEdelbo_2023
RawData
220317-NEG-021-CS36986.raw
BeatricheEdelbo_2023
RawData
220317-NEG-022-QC3.raw
BeatricheEdelbo_2023
RawData
220317-NEG-023-CS36966.raw
BeatricheEdelbo_2023
RawData
220317-NEG-024-CS36968.raw
BeatricheEdelbo_2023
RawData
220317-NEG-025-CS36987.raw
BeatricheEdelbo_2023
RawData
220317-NEG-026-CS36988.raw
BeatricheEdelbo_2023
RawData
220317-NEG-027-CS36975.raw
BeatricheEdelbo_2023
RawData
220317-NEG-028-CS36976.raw
BeatricheEdelbo_2023
RawData
220317-NEG-029-QC4.raw
BeatricheEdelbo_2023
RawData
220317-NEG-030-CS36983.raw
BeatricheEdelbo_2023
RawData
220317-NEG-031-CS36965.raw
BeatricheEdelbo_2023
RawData
220317-NEG-032-CS36981.raw
BeatricheEdelbo_2023
RawData
220317-NEG-033-CS36979.raw
BeatricheEdelbo_2023
RawData
220317-NEG-034-CS36967.raw
BeatricheEdelbo_2023
RawData
220317-NEG-035-CS36977.raw
BeatricheEdelbo_2023
RawData
220317-NEG-036-CS36971.raw
BeatricheEdelbo_2023
RawData
220317-NEG-037-QC5.raw
BeatricheEdelbo_2023
RawData
220317-NEG-043-QC6.raw
BeatricheEdelbo_2023
RawData
220317-POS-006-QC-first.raw
BeatricheEdelbo_2023
RawData
220317-POS-007-QC1.raw
BeatricheEdelbo_2023
RawData
220317-POS-015-QC2.raw
BeatricheEdelbo_2023
RawData
220317-POS-022-QC3.raw
BeatricheEdelbo_2023
RawData
220317-POS-029-QC4.raw
BeatricheEdelbo_2023
RawData
220317-POS-037-QC5.raw
BeatricheEdelbo_2023
RawData
220317-POS-043-QC6.raw
BeatricheEdelbo_2023
mzML
220317-NEG-006-QC-first.mzML
BeatricheEdelbo_2023
mzML
220317-NEG-007-QC1.mzML
BeatricheEdelbo_2023
mzML
220317-NEG-015-QC2.mzML
BeatricheEdelbo_2023
mzML
220317-NEG-022-QC3.mzML
BeatricheEdelbo_2023
mzML
220317-NEG-029-QC4.mzML
BeatricheEdelbo_2023
mzML
220317-NEG-037-QC5.mzML
BeatricheEdelbo_2023
mzML
220317-NEG-043-QC6.mzML
BeatricheEdelbo_2023
mzML
220317-POS-006-QC-first.mzML
BeatricheEdelbo_2023
mzML
220317-POS-007-QC1.mzML
BeatricheEdelbo_2023
mzML
220317-POS-015-QC2.mzML
BeatricheEdelbo_2023
mzML
220317-POS-022-QC3.mzML
BeatricheEdelbo_2023
mzML
220317-POS-029-QC4.mzML
BeatricheEdelbo_2023
mzML
220317-POS-037-QC5.mzML
BeatricheEdelbo_2023
mzML
220317-POS-043-QC6.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 53 rows!
Extracted information for 53 samples.
Processing  ST002027
Initiating REDU-table generation for AN003297
Rest length is 356
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
McCann_812001000_008_MX452646_posHILIC.raw
McCann_812001070_009_MX452646_posHILIC.raw
McCann_812002000_227_MX452646_posHILIC.raw
McCann_812002070_228_MX452646_posHILIC.raw
McCann_812004150_252_MX452646_posHILIC.raw
McCann_812004220_253_MX452646_posHILIC.raw
McCann_812006150_278_MX452646_posHILIC.raw
McCann_812006220_279_MX452646_posHILIC.raw
McCann_812007150_335_MX452646_posHILIC.raw
McCann_812007220_336_MX452646_posHILIC.raw
McCann_812009000_185_MX452646_posHILIC.raw
McCann_812009070_186_MX452646_posHILIC.raw
McCann_812010150_107_MX452646_posHILIC.raw
McCann_812010220_108_MX452646_posHILIC.raw
McCann_812011150_286_MX452646_posHILIC.raw
McCann_812011220_287_MX452646_posHILIC.raw
McCann_812012000_036_MX452646_posHILIC.raw
McCann_812012070_037_MX452646_posHILIC.raw
McCann_812013150_315_MX452646_posHILIC.raw
McCann_812013220_316_MX452646_posHILIC.raw
McCann_812014000_032_MX452646_posHILIC.raw
McCann_812014070_033_MX452646_posHILIC.raw
McCann_812015000_089_MX452646_posHILIC.raw
McCann_812015070_090_MX452646_posHILIC.raw
McCann_812016150_075_MX452646_posHILIC.raw
McCann_812016220_076_MX452646_posHILIC.raw
McCann_812017150_119_MX452646_posHILIC.raw
McCann_812017220_120_MX452646_posHILIC.raw
McCann_812018150_087_MX452646_posHILIC.raw
McCann_812018220_088_MX452646_posHILIC.raw
McCann_812019150_300_MX452646_posHILIC.raw
McCann_812019220_301_MX452646_posHILIC.raw
McCann_812022000_225_MX452646_posHILIC.raw
McCann_812022070_226_MX452646_posHILIC.raw
McCann_812023000_024_MX452646_posHILIC.raw
McCann_812023070_025_MX452646_posHILIC.raw
McCann_812025150_280_MX452646_posHILIC.raw
McCann_812025220_281_MX452646_posHILIC.raw
McCann_812027000_325_MX452646_posHILIC.raw
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McCann_812029000_010_MX452646_posHILIC.raw
McCann_812029070_011_MX452646_posHILIC.raw
McCann_812030150_030_MX452646_posHILIC.raw
McCann_812030220_031_MX452646_posHILIC.raw
McCann_812033150_256_MX452646_posHILIC.raw
McCann_812033220_257_MX452646_posHILIC.raw
McCann_812035150_221_MX452646_posHILIC.raw
McCann_812035220_222_MX452646_posHILIC.raw
McCann_812037000_364_MX452646_posHILIC.raw
McCann_812037070_365_MX452646_posHILIC.raw
McCann_812038150_353_MX452646_posHILIC.raw
McCann_812038220_354_MX452646_posHILIC.raw
McCann_812039150_126_MX452646_posHILIC.raw
McCann_812039220_127_MX452646_posHILIC.raw
McCann_812040150_309_MX452646_posHILIC.raw
McCann_812040220_310_MX452646_posHILIC.raw
McCann_812044000_201_MX452646_posHILIC.raw
McCann_812044070_202_MX452646_posHILIC.raw
McCann_812046150_026_MX452646_posHILIC.raw
McCann_812046220_027_MX452646_posHILIC.raw
McCann_812047150_063_MX452646_posHILIC.raw
McCann_812047220_064_MX452646_posHILIC.raw
McCann_812048000_355_MX452646_posHILIC.raw
McCann_812048070_356_MX452646_posHILIC.raw
McCann_812049150_339_MX452646_posHILIC.raw
McCann_812049220_340_MX452646_posHILIC.raw
McCann_812050150_305_MX452646_posHILIC.raw
McCann_812050220_306_MX452646_posHILIC.raw
McCann_812052150_258_MX452646_posHILIC.raw
McCann_812052220_259_MX452646_posHILIC.raw
McCann_812053000_152_MX452646_posHILIC.raw
McCann_812053070_153_MX452646_posHILIC.raw
McCann_812054150_223_MX452646_posHILIC.raw
McCann_812054220_224_MX452646_posHILIC.raw
McCann_812056150_254_MX452646_posHILIC.raw
McCann_812056220_255_MX452646_posHILIC.raw
McCann_812057000_239_MX452646_posHILIC.raw
McCann_812057070_240_MX452646_posHILIC.raw
McCann_812058000_307_MX452646_posHILIC.raw
McCann_812058070_308_MX452646_posHILIC.raw
McCann_812059000_282_MX452646_posHILIC.raw
McCann_812059070_283_MX452646_posHILIC.raw
McCann_812061150_268_MX452646_posHILIC.raw
McCann_812061220_269_MX452646_posHILIC.raw
McCann_812062150_091_MX452646_posHILIC.raw
McCann_812062220_092_MX452646_posHILIC.raw
McCann_812063150_077_MX452646_posHILIC.raw
McCann_812063220_078_MX452646_posHILIC.raw
McCann_812065000_101_MX452646_posHILIC.raw
McCann_812065070_102_MX452646_posHILIC.raw
McCann_812066150_071_MX452646_posHILIC.raw
McCann_812066220_072_MX452646_posHILIC.raw
McCann_812067000_203_MX452646_posHILIC.raw
McCann_812067070_204_MX452646_posHILIC.raw
McCann_812068000_138_MX452646_posHILIC.raw
McCann_812068070_139_MX452646_posHILIC.raw
McCann_812070150_272_MX452646_posHILIC.raw
McCann_812070220_273_MX452646_posHILIC.raw
McCann_812071150_006_MX452646_posHILIC.raw
McCann_812071220_007_MX452646_posHILIC.raw
McCann_812072150_132_MX452646_posHILIC.raw
McCann_812072220_133_MX452646_posHILIC.raw
McCann_812073000_128_MX452646_posHILIC.raw
McCann_812073070_129_MX452646_posHILIC.raw
McCann_812074000_207_MX452646_posHILIC.raw
McCann_812074070_208_MX452646_posHILIC.raw
McCann_812078000_361_MX452646_posHILIC.raw
McCann_812078070_362_MX452646_posHILIC.raw
McCann_812079000_170_MX452646_posHILIC.raw
McCann_812079070_171_MX452646_posHILIC.raw
McCann_812081000_229_MX452646_posHILIC.raw
McCann_812081070_230_MX452646_posHILIC.raw
McCann_812083150_191_MX452646_posHILIC.raw
McCann_812083220_192_MX452646_posHILIC.raw
McCann_812084000_060_MX452646_posHILIC.raw
McCann_812084070_061_MX452646_posHILIC.raw
McCann_812086000_014_MX452646_posHILIC.raw
McCann_812086070_015_MX452646_posHILIC.raw
McCann_812088150_020_MX452646_posHILIC.raw
McCann_812088220_021_MX452646_posHILIC.raw
McCann_812090150_197_MX452646_posHILIC.raw
McCann_812090220_198_MX452646_posHILIC.raw
McCann_812095150_341_MX452646_posHILIC.raw
McCann_812095220_342_MX452646_posHILIC.raw
McCann_812098150_217_MX452646_posHILIC.raw
McCann_812098220_218_MX452646_posHILIC.raw
McCann_812099150_193_MX452646_posHILIC.raw
McCann_812099220_194_MX452646_posHILIC.raw
McCann_812100000_093_MX452646_posHILIC.raw
McCann_812100070_094_MX452646_posHILIC.raw
McCann_812101000_103_MX452646_posHILIC.raw
McCann_812101070_104_MX452646_posHILIC.raw
McCann_812103150_117_MX452646_posHILIC.raw
McCann_812103220_118_MX452646_posHILIC.raw
McCann_812104150_294_MX452646_posHILIC.raw
McCann_812104220_295_MX452646_posHILIC.raw
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McCann_812113070_314_MX452646_posHILIC.raw
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McCann_812117220_137_MX452646_posHILIC.raw
McCann_812118150_351_MX452646_posHILIC.raw
McCann_812118220_352_MX452646_posHILIC.raw
McCann_812121150_284_MX452646_posHILIC.raw
McCann_812121220_285_MX452646_posHILIC.raw
McCann_812123000_317_MX452646_posHILIC.raw
McCann_812123070_318_MX452646_posHILIC.raw
McCann_812124000_054_MX452646_posHILIC.raw
McCann_812124070_055_MX452646_posHILIC.raw
McCann_812125000_189_MX452646_posHILIC.raw
McCann_812125070_190_MX452646_posHILIC.raw
McCann_812129150_002_MX452646_posHILIC.raw
McCann_812129220_003_MX452646_posHILIC.raw
McCann_812130150_012_MX452646_posHILIC.raw
McCann_812130220_013_MX452646_posHILIC.raw
McCann_812132150_199_MX452646_posHILIC.raw
McCann_812132220_200_MX452646_posHILIC.raw
McCann_812133000_134_MX452646_posHILIC.raw
McCann_812133070_135_MX452646_posHILIC.raw
McCann_812134000_028_MX452646_posHILIC.raw
McCann_812134070_029_MX452646_posHILIC.raw
McCann_812135000_105_MX452646_posHILIC.raw
McCann_812135070_106_MX452646_posHILIC.raw
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McCann_812139220_066_MX452646_posHILIC.raw
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McCann_812140070_332_MX452646_posHILIC.raw
McCann_812142000_233_MX452646_posHILIC.raw
McCann_812142070_234_MX452646_posHILIC.raw
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McCann_812145070_181_MX452646_posHILIC.raw
McCann_812147000_040_MX452646_posHILIC.raw
McCann_812147070_041_MX452646_posHILIC.raw
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McCann_812154220_098_MX452646_posHILIC.raw
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McCann_812193070_330_MX452646_posHILIC.raw
McCann_812196000_231_MX452646_posHILIC.raw
McCann_812196070_232_MX452646_posHILIC.raw
McCann_812200000_166_MX452646_posHILIC.raw
McCann_812200070_167_MX452646_posHILIC.raw
McCann_812202150_290_MX452646_posHILIC.raw
McCann_812202220_291_MX452646_posHILIC.raw
McCann_812203150_083_MX452646_posHILIC.raw
McCann_812203220_084_MX452646_posHILIC.raw
McCann_812205150_052_MX452646_posHILIC.raw
McCann_812205220_053_MX452646_posHILIC.raw
McCann_812206150_213_MX452646_posHILIC.raw
McCann_812206220_214_MX452646_posHILIC.raw
McCann_812207150_270_MX452646_posHILIC.raw
McCann_812207220_271_MX452646_posHILIC.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1632/3150 [2:11:53<34:53,  1.38s/it]
 52%|█████▏    | 1635/3150 [2:11:53<22:32,  1.12it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1636/3150 [2:11:55<27:41,  1.10s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1638/3150 [2:11:57<28:17,  1.12s/it]
McCann_812208150_219_MX452646_posHILIC.raw
McCann_812208220_220_MX452646_posHILIC.raw
McCann_812209000_111_MX452646_posHILIC.raw
McCann_812209070_112_MX452646_posHILIC.raw
McCann_812210000_172_MX452646_posHILIC.raw
McCann_812210070_173_MX452646_posHILIC.raw
McCann_812211150_048_MX452646_posHILIC.raw
McCann_812211220_049_MX452646_posHILIC.raw
McCann_812212000_095_MX452646_posHILIC.raw
McCann_812212070_096_MX452646_posHILIC.raw
McCann_812214150_156_MX452646_posHILIC.raw
McCann_812214220_157_MX452646_posHILIC.raw
McCann_812215000_158_MX452646_posHILIC.raw
McCann_812215070_159_MX452646_posHILIC.raw
McCann_812216000_343_MX452646_posHILIC.raw
McCann_812216070_344_MX452646_posHILIC.raw
McCann_812217000_319_MX452646_posHILIC.raw
McCann_812217070_320_MX452646_posHILIC.raw
McCann_812219000_264_MX452646_posHILIC.raw
McCann_812219070_265_MX452646_posHILIC.raw
McCann_812220150_303_MX452646_posHILIC.raw
McCann_812220220_304_MX452646_posHILIC.raw
McCann_812221000_174_MX452646_posHILIC.raw
McCann_812221070_175_MX452646_posHILIC.raw
McCann_812222000_333_MX452646_posHILIC.raw
McCann_812222070_334_MX452646_posHILIC.raw
McCann_812223150_235_MX452646_posHILIC.raw
McCann_812223220_236_MX452646_posHILIC.raw
McCann_812224000_323_MX452646_posHILIC.raw
McCann_812224070_324_MX452646_posHILIC.raw
McCann_812225000_168_MX452646_posHILIC.raw
McCann_812225070_169_MX452646_posHILIC.raw
McCann_812226150_211_MX452646_posHILIC.raw
McCann_812226220_212_MX452646_posHILIC.raw
McCann_812227000_178_MX452646_posHILIC.raw
McCann_812227070_179_MX452646_posHILIC.raw
McCann_812229000_004_MX452646_posHILIC.raw
McCann_812229070_005_MX452646_posHILIC.raw
McCann_812231000_244_MX452646_posHILIC.raw
McCann_812231070_245_MX452646_posHILIC.raw
McCann_812232000_121_MX452646_posHILIC.raw
McCann_812232070_122_MX452646_posHILIC.raw
McCann_812234000_099_MX452646_posHILIC.raw
McCann_812234070_100_MX452646_posHILIC.raw
McCann_812236150_248_MX452646_posHILIC.raw
McCann_812236220_249_MX452646_posHILIC.raw
McCann_812238150_113_MX452646_posHILIC.raw
McCann_812238220_114_MX452646_posHILIC.raw
McCann_812239150_349_MX452646_posHILIC.raw
McCann_812239220_350_MX452646_posHILIC.raw
McCann_812241150_250_MX452646_posHILIC.raw
McCann_812241220_251_MX452646_posHILIC.raw
McCann_812242000_288_MX452646_posHILIC.raw
McCann_812242070_289_MX452646_posHILIC.raw
McCann_812243150_242_MX452646_posHILIC.raw
McCann_812243220_243_MX452646_posHILIC.raw
McCann_812247000_130_MX452646_posHILIC.raw
McCann_812247070_131_MX452646_posHILIC.raw
McCann_812249150_266_MX452646_posHILIC.raw
McCann_812249220_267_MX452646_posHILIC.raw
McCann_812250150_067_MX452646_posHILIC.raw
McCann_812250220_068_MX452646_posHILIC.raw
McCann_812251150_209_MX452646_posHILIC.raw
McCann_812251220_210_MX452646_posHILIC.raw
McCann_812252000_176_MX452646_posHILIC.raw
McCann_812252070_177_MX452646_posHILIC.raw
McCann_812253150_146_MX452646_posHILIC.raw
McCann_812253220_147_MX452646_posHILIC.raw
McCann_812256000_298_MX452646_posHILIC.raw
McCann_812256070_299_MX452646_posHILIC.raw
McCann_812257000_044_MX452646_posHILIC.raw
McCann_812257070_045_MX452646_posHILIC.raw
McCann_812258000_311_MX452646_posHILIC.raw
McCann_812258070_312_MX452646_posHILIC.raw
McCann_812259000_016_MX452646_posHILIC.raw
McCann_812259070_017_MX452646_posHILIC.raw
McCann_812260150_154_MX452646_posHILIC.raw
McCann_812260220_155_MX452646_posHILIC.raw
McCann_812262000_162_MX452646_posHILIC.raw
McCann_812262070_163_MX452646_posHILIC.raw
McCann_812266000_347_MX452646_posHILIC.raw
McCann_812266070_348_MX452646_posHILIC.raw
McCann_812267000_262_MX452646_posHILIC.raw
McCann_812267070_263_MX452646_posHILIC.raw
McCann_812271000_274_MX452646_posHILIC.raw
McCann_812271070_275_MX452646_posHILIC.raw
McCann_812275000_148_MX452646_posHILIC.raw
McCann_812275070_149_MX452646_posHILIC.raw
McCann_812276150_056_MX452646_posHILIC.raw
McCann_812276220_057_MX452646_posHILIC.raw
McCann_812277150_215_MX452646_posHILIC.raw
McCann_812277220_216_MX452646_posHILIC.raw
McCann_812278000_081_MX452646_posHILIC.raw
McCann_812278070_082_MX452646_posHILIC.raw
McCann_812280000_246_MX452646_posHILIC.raw
McCann_812280070_247_MX452646_posHILIC.raw
McCann_812282150_164_MX452646_posHILIC.raw
McCann_812282220_165_MX452646_posHILIC.raw
McCann_812283150_144_MX452646_posHILIC.raw
McCann_812283220_145_MX452646_posHILIC.raw
McCann_812285150_069_MX452646_posHILIC.raw
McCann_812285220_070_MX452646_posHILIC.raw
McCann_812286150_140_MX452646_posHILIC.raw
McCann_812286220_141_MX452646_posHILIC.raw
McCann_812287000_034_MX452646_posHILIC.raw
McCann_812287070_035_MX452646_posHILIC.raw
McCann_812288150_109_MX452646_posHILIC.raw
McCann_812288220_110_MX452646_posHILIC.raw
McCann_812290000_276_MX452646_posHILIC.raw
McCann_812290070_277_MX452646_posHILIC.raw
McCann_812291150_359_MX452646_posHILIC.raw
McCann_812291220_360_MX452646_posHILIC.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 356 rows!
Extracted information for 356 samples.
Processing  ST001089
No raw data detected. Ignoring ST001089
Processing  ST002546
No raw data detected. Ignoring ST002546
Processing  ST000986
No raw data detected. Ignoring ST000986
Processing  ST001910
Initiating REDU-table generation for AN003107
Rest length is 31
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
BCAA_D14_#10_10%.mzML
BCAA_D14_#1_10%.mzML
BCAA_D14_#2_10%.mzML
BCAA_D14_#3_10%.mzML
BCAA_D14_#4_10%.mzML
BCAA_D14_#5_10%.mzML
BCAA_D14_#6_10%.mzML
BCAA_D14_#7_10%.mzML
BCAA_D14_#8_10%.mzML
BCAA_D14_#9_10%.mzML
BCAA_D7_#10_10%.mzML
BCAA_D7_#1_10%.mzML
BCAA_D7_#2_10%.mzML
BCAA_D7_#3_10%.mzML
BCAA_D7_#4_10%.mzML
BCAA_D7_#5_10%.mzML
BCAA_D7_#6_10%.mzML
BCAA_D7_#7_10%.mzML
BCAA_D7_#8_10%.mzML
BCAA_D7_#9_10%.mzML
BCAA_baseline_#10_10%.mzML
BCAA_baseline_#11_10%.mzML
BCAA_baseline_#1_10%.mzML
BCAA_baseline_#2_10%.mzML
BCAA_baseline_#3_10%.mzML
BCAA_baseline_#4_10%.mzML
BCAA_baseline_#5_10%.mzML
BCAA_baseline_#6_10%.mzML
BCAA_baseline_#7_10%.mzML
BCAA_baseline_#8_10%.mzML
BCAA_baseline_#9_10%.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST000926
No raw data detected. Ignoring ST000926
Processing  ST003476
Initiating REDU-table generation for AN005711
Rest length is 50
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
A_20231209_002.CDF
A_20231209_003.CDF
A_20231209_004.CDF
A_20231209_005.CDF
A_20231209_006.CDF
A_20231209_007.CDF
A_20231209_008.CDF
A_20231209_009.CDF
A_20231209_010.CDF
A_20231209_011.CDF
A_20231209_012.CDF
A_20231209_013.CDF
A_20231209_014.CDF
A_20231209_015.CDF
A_20231209_016.CDF
A_20231209_017.CDF
A_20231209_018.CDF
A_20231209_019.CDF
A_20231209_020.CDF
A_20231209_021.CDF
A_20231209_022.CDF
A_20231209_023.CDF
A_20231209_024.CDF
A_20231209_025.CDF
A_20231209_026.CDF
A_20231209_027.CDF
A_20231209_028.CDF
A_20231209_029.CDF
A_20231209_030.CDF
A_20231209_031.CDF
A_20231209_032.CDF
A_20231209_033.CDF
A_20231209_034.CDF
A_20231209_035.CDF
A_20231209_036.CDF
A_20231209_037.CDF
A_20231209_038.CDF
A_20231209_039.CDF
A_20231209_040.CDF
A_20231209_041.CDF
A_20231209_042.CDF
A_20231209_043.CDF
A_20231209_044.CDF
A_20231211_002.CDF
A_20231211_003.CDF
A_20231211_004.CDF
A_20231211_005.CDF
A_20231211_006.CDF
A_20231211_007.CDF
A_20231211_008.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST001069
No raw data detected. Ignoring ST001069
Processing  ST002615
No raw data detected. Ignoring ST002615
Processing  ST002450
Initiating REDU-table generation for AN003998
Rest length is 43
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
15_3_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1641/3150 [2:12:00<25:03,  1.00it/s]
15_3_3.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
15_4_4.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
15_4_5.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_3_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_3_3_1.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_3_3_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_3_4.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_3_5.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_3_6.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_4_3.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_4_4.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_4_5_1.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_4_5_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_4_6_1.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
16_4_6_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
3_3.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
3_4.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
3_5.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
3_6.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
3_7.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
3_8.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
3_9.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
4_1.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
4_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
4_3.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
4_4.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
4_5.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
4_6.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
4_7.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
4_8.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG14_1.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG14_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG15_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG15_3.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG15_4.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG15_5.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG16_E3_1.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG16_E3_1_1.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG16_E3_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG16_E4_1.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG16_E4_2.CDF
Lee, Devanney et all 2022 Cell Reports - Primary Microglia Metabolomics Steady State
MG16_E4_4.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 43 rows!
Extracted information for 43 samples.
Processing  ST002034
Initiating REDU-table generation for AN003307
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 22/58 [00:00<00:00, 219.15it/s]

Mapping potential matches:  76%|███████▌  | 44/58 [00:00<00:00, 218.07it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 218.47it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003308
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 22/58 [00:00<00:00, 218.34it/s]

Mapping potential matches:  78%|███████▊  | 45/58 [00:00<00:00, 220.87it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 220.21it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1642/3150 [2:12:04<38:24,  1.53s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1644/3150 [2:12:06<34:59,  1.39s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Poststool_Data
negative
AM2-1-.raw
Poststool_Data
negative
AM2-10-.raw
Poststool_Data
negative
AM2-11-.raw
Poststool_Data
negative
AM2-12-.raw
Poststool_Data
negative
AM2-13-.raw
Poststool_Data
negative
AM2-14-.raw
Poststool_Data
negative
AM2-15-.raw
Poststool_Data
negative
AM2-16-.raw
Poststool_Data
negative
AM2-17-.raw
Poststool_Data
negative
AM2-18-.raw
Poststool_Data
negative
AM2-19-.raw
Poststool_Data
negative
AM2-2-.raw
Poststool_Data
negative
AM2-20-.raw
Poststool_Data
negative
AM2-21-.raw
Poststool_Data
negative
AM2-22-.raw
Poststool_Data
negative
AM2-23-.raw
Poststool_Data
negative
AM2-24-.raw
Poststool_Data
negative
AM2-25-.raw
Poststool_Data
negative
AM2-26-.raw
Poststool_Data
negative
AM2-27-.raw
Poststool_Data
negative
AM2-28-.raw
Poststool_Data
negative
AM2-29-.raw
Poststool_Data
negative
AM2-3-.raw
Poststool_Data
negative
AM2-30-.raw
Poststool_Data
negative
AM2-31-.raw
Poststool_Data
negative
AM2-32-.raw
Poststool_Data
negative
AM2-33-.raw
Poststool_Data
negative
AM2-34-.raw
Poststool_Data
negative
AM2-35-.raw
Poststool_Data
negative
AM2-36-.raw
Poststool_Data
negative
AM2-37-.raw
Poststool_Data
negative
AM2-38-.raw
Poststool_Data
negative
AM2-39-.raw
Poststool_Data
negative
AM2-4-.raw
Poststool_Data
negative
AM2-40-.raw
Poststool_Data
negative
AM2-41-.raw
Poststool_Data
negative
AM2-42-.raw
Poststool_Data
negative
AM2-43-.raw
Poststool_Data
negative
AM2-44-.raw
Poststool_Data
negative
AM2-45-.raw
Poststool_Data
negative
AM2-46-.raw
Poststool_Data
negative
AM2-47-.raw
Poststool_Data
negative
AM2-48-.raw
Poststool_Data
negative
AM2-49-.raw
Poststool_Data
negative
AM2-5-.raw
Poststool_Data
negative
AM2-50-.raw
Poststool_Data
negative
AM2-51-.raw
Poststool_Data
negative
AM2-52-.raw
Poststool_Data
negative
AM2-53-.raw
Poststool_Data
negative
AM2-54-.raw
Poststool_Data
negative
AM2-55-.raw
Poststool_Data
negative
AM2-56-.raw
Poststool_Data
negative
AM2-57-.raw
Poststool_Data
negative
AM2-58-.raw
Poststool_Data
negative
AM2-6-.raw
Poststool_Data
negative
AM2-7-.raw
Poststool_Data
negative
AM2-8-.raw
Poststool_Data
negative
AM2-9-.raw
Poststool_Data
positive
AM2-1+.raw
Poststool_Data
positive
AM2-10+.raw
Poststool_Data
positive
AM2-11+.raw
Poststool_Data
positive
AM2-12+.raw
Poststool_Data
positive
AM2-13+.raw
Poststool_Data
positive
AM2-14+.raw
Poststool_Data
positive
AM2-15+.raw
Poststool_Data
positive
AM2-16+.raw
Poststool_Data
positive
AM2-17+.raw
Poststool_Data
positive
AM2-18+.raw
Poststool_Data
positive
AM2-19+.raw
Poststool_Data
positive
AM2-2+.raw
Poststool_Data
positive
AM2-20+.raw
Poststool_Data
positive
AM2-21+.raw
Poststool_Data
positive
AM2-22+.raw
Poststool_Data
positive
AM2-23+.raw
Poststool_Data
positive
AM2-24+.raw
Poststool_Data
positive
AM2-25+.raw
Poststool_Data
positive
AM2-26+.raw
Poststool_Data
positive
AM2-27+.raw
Poststool_Data
positive
AM2-28+.raw
Poststool_Data
positive
AM2-29+.raw
Poststool_Data
positive
AM2-3+.raw
Poststool_Data
positive
AM2-30+.raw
Poststool_Data
positive
AM2-31+.raw
Poststool_Data
positive
AM2-32+.raw
Poststool_Data
positive
AM2-33+.raw
Poststool_Data
positive
AM2-34+.raw
Poststool_Data
positive
AM2-35+.raw
Poststool_Data
positive
AM2-36+.raw
Poststool_Data
positive
AM2-37+.raw
Poststool_Data
positive
AM2-38+.raw
Poststool_Data
positive
AM2-39+.raw
Poststool_Data
positive
AM2-4+.raw
Poststool_Data
positive
AM2-40+.raw
Poststool_Data
positive
AM2-41+.raw
Poststool_Data
positive
AM2-42+.raw
Poststool_Data
positive
AM2-43+.raw
Poststool_Data
positive
AM2-44+.raw
Poststool_Data
positive
AM2-45+.raw
Poststool_Data
positive
AM2-46+.raw
Poststool_Data
positive
AM2-47+.raw
Poststool_Data
positive
AM2-48+.raw
Poststool_Data
positive
AM2-49+.raw
Poststool_Data
positive
AM2-5+.raw
Poststool_Data
positive
AM2-50+.raw
Poststool_Data
positive
AM2-51+.raw
Poststool_Data
positive
AM2-52+.raw
Poststool_Data
positive
AM2-53+.raw
Poststool_Data
positive
AM2-54+.raw
Poststool_Data
positive
AM2-55+.raw
Poststool_Data
positive
AM2-56+.raw
Poststool_Data
positive
AM2-57+.raw
Poststool_Data
positive
AM2-58+.raw
Poststool_Data
positive
AM2-6+.raw
Poststool_Data
positive
AM2-7+.raw
Poststool_Data
positive
AM2-8+.raw
Poststool_Data
positive
AM2-9+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST003202
No raw data detected. Ignoring ST003202
Processing  ST002463
Initiating REDU-table generation for AN004018
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mouse serum
Batch1_SCH1.mzML
mouse serum
Batch1_SCH2.mzML
mouse serum
Batch1_SCH3.mzML
mouse serum
Batch1_SCH4.mzML
mouse serum
Batch1_SCH5.mzML
mouse serum
Batch1_SCH6.mzML
mouse serum
Batch2_SGF1.mzML
mouse serum
Batch2_SGF2.mzML
mouse serum
Batch2_SGF3.mzML
mouse serum
Batch2_SGF4.mzML
mouse serum
Batch2_SGF5.mzML
mouse serum
Batch2_SGF6.mzML
mouse serum
Batch2_SGF7.mzML
mouse serum
Batch2_Sconv1.mzML
mouse serum
Batch2_Sconv2.mzML
mouse serum
Batch2_Sconv3.mzML
mouse serum
Batch2_Sconv4.mzML
mouse serum
Batch2_Sconv5.mzML
mouse serum
Batch3_SP1.mzML
mouse serum
Batch3_SP2.mzML
mouse serum
Batch3_SP3.mzML
mouse serum
Batch3_SP4.mzML
mouse serum
Batch3_SP5.mzML
mouse serum
Batch3_SP6.mzML
mouse serum
Batch3_SWT10.mzML
mouse serum
Batch3_SWT11.mzML
mouse serum
Batch3_SWT12.mzML
mouse serum
Batch3_SWT7.mzML
mouse serum
Batch3_SWT8.mzML
mouse serum
Batch3_SWT9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST003537
No raw data detected. Ignoring ST003537
Processing  ST003290
Initiating REDU-table generation for AN005388
Rest length is 24
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005389
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MW_mzML_upload
negative
231201_BC-7661_1.mzML
MW_mzML_upload
negative
231201_BC-7661_10.mzML
MW_mzML_upload
negative
231201_BC-7661_11.mzML
MW_mzML_upload
negative
231201_BC-7661_12.mzML
MW_mzML_upload
negative
231201_BC-7661_13.mzML
MW_mzML_upload
negative
231201_BC-7661_14.mzML
MW_mzML_upload
negative
231201_BC-7661_15.mzML
MW_mzML_upload
negative
231201_BC-7661_16.mzML
MW_mzML_upload
negative
231201_BC-7661_17.mzML
MW_mzML_upload
negative
231201_BC-7661_18.mzML
MW_mzML_upload
negative
231201_BC-7661_19.mzML
MW_mzML_upload
negative
231201_BC-7661_2.mzML
MW_mzML_upload
negative
231201_BC-7661_20.mzML
MW_mzML_upload
negative
231201_BC-7661_3.mzML
MW_mzML_upload
negative
231201_BC-7661_4.mzML
MW_mzML_upload
negative
231201_BC-7661_5.mzML
MW_mzML_upload
negative
231201_BC-7661_6.mzML
MW_mzML_upload
negative
231201_BC-7661_7.mzML
MW_mzML_upload
negative
231201_BC-7661_8.mzML
MW_mzML_upload
negative
231201_BC-7661_9.mzML
MW_mzML_upload
negative
231201_BC-7661_blank_1.mzML
MW_mzML_upload
negative
231201_BC-7661_blank_2.mzML
MW_mzML_upload
negative
231201_BC-7661_blank_3.mzML
MW_mzML_upload
negative
231201_BC-7661_blank_4.mzML
MW_mzML_upload
positive
231201_BC-7661_1.mzML
MW_mzML_upload
positive
231201_BC-7661_10.mzML
MW_mzML_upload
positive
231201_BC-7661_11.mzML
MW_mzML_upload
positive
231201_BC-7661_12.mzML
MW_mzML_upload
positive
231201_BC-7661_13.mzML
MW_mzML_upload
positive
231201_BC-7661_14.mzML
MW_mzML_upload
positive
231201_BC-7661_15.mzML
MW_mzML_upload
positive
231201_BC-7661_16.mzML
MW_mzML_upload
positive
231201_BC-7661_17.mzML
MW_mzML_upload
positive
231201_BC-7661_18.mzML
MW_mzML_upload
positive
231201_BC-7661_19.mzML
MW_mzML_upload
positive
231201_BC-7661_2.mzML
MW_mzML_upload
positive
231201_BC-7661_20.mzML
MW_mzML_upload
positive
231201_BC-7661_3.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1646/3150 [2:12:10<36:40,  1.46s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1647/3150 [2:12:12<39:16,  1.57s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1649/3150 [2:12:14<35:29,  1.42s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 52%|█████▏    | 1651/3150 [2:12:18<40:36,  1.63s/it]
 52%|█████▏    | 1652/3150 [2:12:18<33:32,  1.34s/it]
MW_mzML_upload
positive
231201_BC-7661_4.mzML
MW_mzML_upload
positive
231201_BC-7661_5.mzML
MW_mzML_upload
positive
231201_BC-7661_6.mzML
MW_mzML_upload
positive
231201_BC-7661_7.mzML
MW_mzML_upload
positive
231201_BC-7661_8.mzML
MW_mzML_upload
positive
231201_BC-7661_9.mzML
MW_mzML_upload
positive
231201_BC-7661_blank_1.mzML
MW_mzML_upload
positive
231201_BC-7661_blank_2.mzML
MW_mzML_upload
positive
231201_BC-7661_blank_3.mzML
MW_mzML_upload
positive
231201_BC-7661_blank_4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST003340
Initiating REDU-table generation for AN005474
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RAW
WT_EV_Fed_1.raw
RAW
WT_EV_Fed_2.raw
RAW
WT_EV_Fed_3.raw
RAW
WT_EV_Stv_1.raw
RAW
WT_EV_Stv_2.raw
RAW
WT_EV_Stv_3.raw
RAW
WT_raga1_Fed_1.raw
RAW
WT_raga1_Fed_2.raw
RAW
WT_raga1_Fed_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST001022
No raw data detected. Ignoring ST001022
Processing  ST001802
Initiating REDU-table generation for AN002924
Rest length is 27
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ExSTD5.mzXML
NIST1958_1-1.mzXML
NIST1958_1-2.mzXML
NIST1958_2-1.mzXML
NIST1958_2-2.mzXML
T18-1.mzXML
T18-2.mzXML
T19-1.mzXML
T19-2.mzXML
T21-1.mzXML
T21-2.mzXML
T25-1.mzXML
T25-2.mzXML
T26-1.mzXML
T26-2.mzXML
T27-1.mzXML
T27-2.mzXML
T28-1.mzXML
T28-2.mzXML
T29-1.mzXML
T29-2.mzXML
T30-1.mzXML
T30-2.mzXML
T31-1.mzXML
T31-2.mzXML
T33-1.mzXML
T33-2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST001173
No raw data detected. Ignoring ST001173
Processing  ST001738
Initiating REDU-table generation for AN002829
Rest length is 18
raw file key found.
Initiating REDU-table generation for AN002830
Rest length is 18
raw file key found.
Initiating REDU-table generation for AN002831
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Polar_Quant_NEG_SAT_lean_1.mzML
Polar_Quant_NEG_SAT_lean_2.mzML
Polar_Quant_NEG_SAT_lean_3.mzML
Polar_Quant_NEG_SAT_ob_1.mzML
Polar_Quant_NEG_SAT_ob_2.mzML
Polar_Quant_NEG_SAT_ob_3.mzML
Polar_Quant_NEG_SAT_ob_4.mzML
Polar_Quant_NEG_SAT_ob_5.mzML
Polar_Quant_NEG_SAT_ob_6.mzML
Polar_Quant_NEG_VAT_lean_1.mzML
Polar_Quant_NEG_VAT_lean_2.mzML
Polar_Quant_NEG_VAT_lean_3.mzML
Polar_Quant_NEG_VAT_ob_1.mzML
Polar_Quant_NEG_VAT_ob_2.mzML
Polar_Quant_NEG_VAT_ob_3.mzML
Polar_Quant_NEG_VAT_ob_4.mzML
Polar_Quant_NEG_VAT_ob_5.mzML
Polar_Quant_NEG_VAT_ob_6.mzML
Polar_Quant_POS_SAT_lean_1.mzML
Polar_Quant_POS_SAT_lean_2.mzML
Polar_Quant_POS_SAT_lean_3.mzML
Polar_Quant_POS_SAT_ob_1.mzML
Polar_Quant_POS_SAT_ob_2.mzML
Polar_Quant_POS_SAT_ob_3.mzML
Polar_Quant_POS_SAT_ob_4.mzML
Polar_Quant_POS_SAT_ob_5.mzML
Polar_Quant_POS_SAT_ob_6.mzML
Polar_Quant_POS_VAT_lean_1.mzML
Polar_Quant_POS_VAT_lean_2.mzML
Polar_Quant_POS_VAT_lean_3.mzML
Polar_Quant_POS_VAT_ob_1.mzML
Polar_Quant_POS_VAT_ob_2.mzML
Polar_Quant_POS_VAT_ob_3.mzML
Polar_Quant_POS_VAT_ob_4.mzML
Polar_Quant_POS_VAT_ob_5.mzML
Polar_Quant_POS_VAT_ob_6.mzML
UP_Quant_POS_SAT_lean_1.mzML
UP_Quant_POS_SAT_lean_2.mzML
UP_Quant_POS_SAT_lean_3.mzML
UP_Quant_POS_SAT_ob_1.mzML
UP_Quant_POS_SAT_ob_2.mzML
UP_Quant_POS_SAT_ob_3.mzML
UP_Quant_POS_SAT_ob_4.mzML
UP_Quant_POS_SAT_ob_5.mzML
UP_Quant_POS_SAT_ob_6.mzML
UP_Quant_POS_VAT_lean_1.mzML
UP_Quant_POS_VAT_lean_2.mzML
UP_Quant_POS_VAT_lean_3.mzML
UP_Quant_POS_VAT_ob_1.mzML
UP_Quant_POS_VAT_ob_2.mzML
UP_Quant_POS_VAT_ob_3.mzML
UP_Quant_POS_VAT_ob_4.mzML
UP_Quant_POS_VAT_ob_5.mzML
UP_Quant_POS_VAT_ob_6.mzML
Unpolar_QEx_PRM_CE_SAT_lean_1.mzML
Unpolar_QEx_PRM_CE_SAT_lean_2.mzML
Unpolar_QEx_PRM_CE_SAT_lean_3.mzML
Unpolar_QEx_PRM_CE_SAT_ob_1.mzML
Unpolar_QEx_PRM_CE_SAT_ob_2.mzML
Unpolar_QEx_PRM_CE_SAT_ob_3.mzML
Unpolar_QEx_PRM_CE_SAT_ob_4.mzML
Unpolar_QEx_PRM_CE_SAT_ob_5.mzML
Unpolar_QEx_PRM_CE_SAT_ob_6.mzML
Unpolar_QEx_PRM_CE_VAT_lean_1.mzML
Unpolar_QEx_PRM_CE_VAT_lean_2.mzML
Unpolar_QEx_PRM_CE_VAT_lean_3.mzML
Unpolar_QEx_PRM_CE_VAT_ob_1.mzML
Unpolar_QEx_PRM_CE_VAT_ob_2.mzML
Unpolar_QEx_PRM_CE_VAT_ob_3.mzML
Unpolar_QEx_PRM_CE_VAT_ob_4.mzML
Unpolar_QEx_PRM_CE_VAT_ob_5.mzML
Unpolar_QEx_PRM_CE_VAT_ob_6.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST002393
No raw data detected. Ignoring ST002393
Processing  ST002465
Initiating REDU-table generation for AN004021
Rest length is 602
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mouse
2019_08_06KB_HILICNeg15_Jej_gf_3_F2.mzXML
mouse
2019_08_06KB_HILICNeg15_Jej_gf_3_F3.mzXML
mouse
2019_08_06KB_HILICNeg15_Jej_gf_3_F4.mzXML
mouse
2019_08_06KB_HILICNeg15_Jej_gf_3_M1.mzXML
mouse
2019_08_06KB_HILICNeg15_Jej_gf_3_M2.mzXML
mouse
2019_08_06KB_HILICNeg15_Jej_gf_3_M3.mzXML
mouse
2019_08_06KB_HILICNeg15_Jej_gf_3_M4.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_12_F1.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_12_F2.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_12_F3.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_12_F4.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_12_M1.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_12_M2.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_12_M3.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_12_M4.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_3_F1.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_3_F2.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_3_F3.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_3_F4.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_3_M1.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_3_M2.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_3_M3.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_3_M4.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_8_F1.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_8_F2.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_8_F3.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_8_F4.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_8_M1.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_8_M2.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_8_M3.mzXML
mouse
2019_08_06KB_HILICNeg15_cec_gf_8_M4.mzXML
mouse
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2019_08_06KB_HILICNeg15_uri_sdm_12_M1.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 602 rows!
Extracted information for 602 samples.
Processing  ST002703
No raw data detected. Ignoring ST002703
Processing  ST001320
Initiating REDU-table generation for AN002196
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 302.36it/s]

 53%|█████▎    | 1655/3150 [2:12:25<40:33,  1.63s/it]  analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001369
No raw data detected. Ignoring ST001369
Processing  ST002251
Initiating REDU-table generation for AN003677
Rest length is 546
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003678
Rest length is 546
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
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20200715_FIT01_OpenAccess/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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20200715_FIT01_OpenAccess
20200724_001_Blank-pos.mzML
20200715_FIT01_OpenAccess
20200724_002_Blank-neg.mzML
20200715_FIT01_OpenAccess
20200724_003_QC-pos.mzML
20200715_FIT01_OpenAccess
20200724_004_QC-neg.mzML
20200715_FIT01_OpenAccess
20200724_005_QC-ddMS2-pos.mzML
20200715_FIT01_OpenAccess
20200724_006_QC-ddMS2-neg.mzML
20200715_FIT01_OpenAccess
20200724_007_FIT01-122-pos.mzML
20200715_FIT01_OpenAccess
20200724_008_FIT01-122-neg.mzML
20200715_FIT01_OpenAccess
20200724_009_FIT01-066-pos.mzML
20200715_FIT01_OpenAccess
20200724_010_FIT01-066-neg.mzML
20200715_FIT01_OpenAccess
20200724_011_FIT01-145-pos.mzML
20200715_FIT01_OpenAccess
20200724_012_FIT01-145-neg.mzML
20200715_FIT01_OpenAccess
20200724_013_FIT01-050-pos.mzML
20200715_FIT01_OpenAccess
20200724_014_FIT01-050-neg.mzML
20200715_FIT01_OpenAccess
20200724_015_FIT01-073-pos.mzML
20200715_FIT01_OpenAccess
20200724_016_FIT01-073-neg.mzML
20200715_FIT01_OpenAccess
20200724_017_FIT01-100-pos.mzML
20200715_FIT01_OpenAccess
20200724_018_FIT01-100-neg.mzML
20200715_FIT01_OpenAccess
20200724_021_FIT01-093-pos.mzML
20200715_FIT01_OpenAccess
20200724_022_FIT01-093-neg.mzML
20200715_FIT01_OpenAccess
20200724_023_FIT01-074-pos.mzML
20200715_FIT01_OpenAccess
20200724_024_FIT01-074-neg.mzML
20200715_FIT01_OpenAccess
20200724_025_FIT01-174-pos.mzML
20200715_FIT01_OpenAccess
20200724_026_FIT01-174-neg.mzML
20200715_FIT01_OpenAccess
20200724_027_QC-pos.mzML
20200715_FIT01_OpenAccess
20200724_028_QC-neg.mzML
20200715_FIT01_OpenAccess
20200724_029_FIT01-077-pos.mzML
20200715_FIT01_OpenAccess
20200724_030_FIT01-077-neg.mzML
20200715_FIT01_OpenAccess
20200724_031_FIT01-187-pos.mzML
20200715_FIT01_OpenAccess
20200724_032_FIT01-187-neg.mzML
20200715_FIT01_OpenAccess
20200724_033_FIT01-121-pos.mzML
20200715_FIT01_OpenAccess
20200724_034_FIT01-121-neg.mzML
20200715_FIT01_OpenAccess
20200724_035_FIT01-075-pos.mzML
20200715_FIT01_OpenAccess
20200724_036_FIT01-075-neg.mzML
20200715_FIT01_OpenAccess
20200724_037_FIT01-038-pos.mzML
20200715_FIT01_OpenAccess
20200724_038_FIT01-038-neg.mzML
20200715_FIT01_OpenAccess
20200724_039_FIT01-047-pos.mzML
20200715_FIT01_OpenAccess
20200724_040_FIT01-047-neg.mzML
20200715_FIT01_OpenAccess
20200724_041_FIT01-194-pos.mzML
20200715_FIT01_OpenAccess
20200724_042_FIT01-194-neg.mzML
20200715_FIT01_OpenAccess
20200724_043_FIT01-183-pos.mzML
20200715_FIT01_OpenAccess
20200724_044_FIT01-183-neg.mzML
20200715_FIT01_OpenAccess
20200724_045_FIT01-152-pos.mzML
20200715_FIT01_OpenAccess
20200724_046_FIT01-152-neg.mzML
20200715_FIT01_OpenAccess
20200724_049_QC-pos.mzML
20200715_FIT01_OpenAccess
20200724_050_QC-neg.mzML
20200715_FIT01_OpenAccess
20200725_001_Blank-pos.mzML
20200715_FIT01_OpenAccess
20200725_002_Blank-neg.mzML
20200715_FIT01_OpenAccess
20200725_003_QC-pos.mzML
20200715_FIT01_OpenAccess
20200725_004_QC-neg.mzML
20200715_FIT01_OpenAccess
20200725_005_QC-ddMS2-pos.mzML
20200715_FIT01_OpenAccess
20200725_006_QC-ddMS2-neg.mzML
20200715_FIT01_OpenAccess
20200725_007_FIT01-173-pos.mzML
20200715_FIT01_OpenAccess
20200725_008_FIT01-173-neg.mzML
20200715_FIT01_OpenAccess
20200725_009_FIT01-014-pos.mzML
20200715_FIT01_OpenAccess
20200725_010_FIT01-014-neg.mzML
20200715_FIT01_OpenAccess
20200725_011_FIT01-039-pos.mzML
20200715_FIT01_OpenAccess
20200725_012_FIT01-039-neg.mzML
20200715_FIT01_OpenAccess
20200725_013_FIT01-018-pos.mzML
20200715_FIT01_OpenAccess
20200725_014_FIT01-018-neg.mzML
20200715_FIT01_OpenAccess
20200725_015_FIT01-085-pos.mzML
20200715_FIT01_OpenAccess
20200725_016_FIT01-085-neg.mzML
20200715_FIT01_OpenAccess
20200725_017_FIT01-001-pos.mzML
20200715_FIT01_OpenAccess
20200725_018_FIT01-001-neg.mzML
20200715_FIT01_OpenAccess
20200725_019_FIT01-003-pos.mzML
20200715_FIT01_OpenAccess
20200725_020_FIT01-003-neg.mzML
20200715_FIT01_OpenAccess
20200725_021_FIT01-117-pos.mzML
20200715_FIT01_OpenAccess
20200725_022_FIT01-117-neg.mzML
20200715_FIT01_OpenAccess
20200725_023_FIT01-208-pos.mzML
20200715_FIT01_OpenAccess
20200725_024_FIT01-208-neg.mzML
20200715_FIT01_OpenAccess
20200725_025_FIT01-089-pos.mzML
20200715_FIT01_OpenAccess
20200725_026_FIT01-089-neg.mzML
20200715_FIT01_OpenAccess
20200725_027_QC-pos.mzML
20200715_FIT01_OpenAccess
20200725_028_QC-neg.mzML
20200715_FIT01_OpenAccess
20200725_029_FIT01-137-pos.mzML
20200715_FIT01_OpenAccess
20200725_030_FIT01-137-neg.mzML
20200715_FIT01_OpenAccess
20200725_031_FIT01-129-pos.mzML
20200715_FIT01_OpenAccess
20200725_032_FIT01-129-neg.mzML
20200715_FIT01_OpenAccess
20200725_033_FIT01-025-pos.mzML
20200715_FIT01_OpenAccess
20200725_034_FIT01-025-neg.mzML
20200715_FIT01_OpenAccess
20200725_035_FIT01-143-pos.mzML
20200715_FIT01_OpenAccess
20200725_036_FIT01-143-neg.mzML
20200715_FIT01_OpenAccess
20200725_037_FIT01-080-pos.mzML
20200715_FIT01_OpenAccess
20200725_038_FIT01-080-neg.mzML
20200715_FIT01_OpenAccess
20200725_039_FIT01-171-pos.mzML
20200715_FIT01_OpenAccess
20200725_040_FIT01-171-neg.mzML
20200715_FIT01_OpenAccess
20200725_041_FIT01-008-pos.mzML
20200715_FIT01_OpenAccess
20200725_042_FIT01-008-neg.mzML
20200715_FIT01_OpenAccess
20200725_043_QC-pos.mzML
20200715_FIT01_OpenAccess
20200725_044_QC-neg.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 546 rows!
Extracted information for 546 samples.
Processing  ST000854
No raw data detected. Ignoring ST000854/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 53%|█████▎    | 1661/3150 [2:12:36<39:33,  1.59s/it]  
 53%|█████▎    | 1662/3150 [2:12:36<34:02,  1.37s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 53%|█████▎    | 1663/3150 [2:12:39<37:12,  1.50s/it]
Processing  ST000631
No raw data detected. Ignoring ST000631
Processing  ST001288
No raw data detected. Ignoring ST001288
Processing  ST001470
Initiating REDU-table generation for AN002446
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
16_A0_Lung_T032017_naive_ICMSA.raw
raw_data
17_A1_Lung_T032017_naive_ICMSA.raw
raw_data
18_A2_Lung_T032017_naive_ICMSA.raw
raw_data
19_B0_Lung_T032017_syn_ICMSA.raw
raw_data
20_B1_Lung_T032017_syn_ICMSA.raw
raw_data
21_B2_Lung_T032017_syn_ICMSA.raw
raw_data
22_C11_Lung_T032017_allo_ICMSA.raw
raw_data
23_C12_Lung_T032017_allo_ICMSA.raw
raw_data
24_C20_Lung_T032017_allo_ICMSA.raw
raw_data
25_B10_Lung_T042017_syn_ICMSA.raw
raw_data
26_B11_Lung_T042017_syn_ICMSA.raw
raw_data
27_B12_Lung_T042017_syn_ICMSA.raw
raw_data
28_C11_Lung_T042017_allo_ICMSA.raw
raw_data
29_C12_Lung_T042017_allo_ICMSA.raw
raw_data
30_C120_Lung_T042017_allo_ICMSA.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST001217
No raw data detected. Ignoring ST001217
Processing  ST002616
Initiating REDU-table generation for AN004288
Rest length is 79
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pass1B_neg_liver_V1-2020-04-16.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST003277
No raw data detected. Ignoring ST003277
Processing  ST002689
Initiating REDU-table generation for AN004362
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:  41%|████      | 37/90 [00:00<00:00, 361.67it/s]

Mapping potential matches:  82%|████████▏ | 74/90 [00:00<00:00, 364.52it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:00<00:00, 363.77it/s]

 53%|█████▎    | 1665/3150 [2:12:40<29:04,  1.18s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 53%|█████▎    | 1666/3150 [2:13:01<2:04:01,  5.01s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 53%|█████▎    | 1667/3150 [2:13:03<1:49:01,  4.41s/it]
 53%|█████▎    | 1671/3150 [2:13:03<48:54,  1.98s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 53%|█████▎    | 1673/3150 [2:13:05<42:15,  1.72s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002973
Initiating REDU-table generation for AN004882
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HanLab_raw_data_submission
Post-filtered_1_Experiment_1.mzXML
HanLab_raw_data_submission
Post-filtered_1_Experiment_2.mzXML
HanLab_raw_data_submission
Post-filtered_2_Experiment_1.mzXML
HanLab_raw_data_submission
Post-filtered_2_Experiment_2.mzXML
HanLab_raw_data_submission
Post-filtered_3_Experiment_1.mzXML
HanLab_raw_data_submission
Post-filtered_3_Experiment_2.mzXML
HanLab_raw_data_submission
Post-filtered_4_Experiment_1.mzXML
HanLab_raw_data_submission
Post-filtered_4_Experiment_2.mzXML
HanLab_raw_data_submission
Post-filtered_5_Experiment_1.mzXML
HanLab_raw_data_submission
Post-filtered_5_Experiment_2.mzXML
HanLab_raw_data_submission
Pre-filtered_1_Experiment_1.mzXML
HanLab_raw_data_submission
Pre-filtered_1_Experiment_2.mzXML
HanLab_raw_data_submission
Pre-filtered_2_Experiment_1.mzXML
HanLab_raw_data_submission
Pre-filtered_2_Experiment_2.mzXML
HanLab_raw_data_submission
Pre-filtered_3_Experiment_1.mzXML
HanLab_raw_data_submission
Pre-filtered_3_Experiment_2.mzXML
HanLab_raw_data_submission
Pre-filtered_4_Experiment_1.mzXML
HanLab_raw_data_submission
Pre-filtered_4_Experiment_2.mzXML
HanLab_raw_data_submission
Pre-filtered_5_Experiment_1.mzXML
HanLab_raw_data_submission
Pre-filtered_5_Experiment_2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST001449
Initiating REDU-table generation for AN002420
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
Positive
01_A0_Colon_T03-2017_naive_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
02_A1_Colon_T03-2017_naive_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
03_A2_Colon_T03-2017_naive_170427_UKy_GCB_rep3-quench_pos.raw
raw_data
Positive
04_B0_Colon_T03-2017_syn_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
05_B1_Colon_T03-2017_syn_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
06_B2_Colon_T03-2017_syn_170427_UKy_GCB_rep3-quench_pos_rerun.raw
raw_data
Positive
07_C1-1_Colon_T03-2017_allo_170427_UKy_GCB_rep1-quench_pos_rerun.raw
raw_data
Positive
08_C1-2_Colon_T03-2017_allo_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
09_C2-0_Colon_T03-2017_allo_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
10_B1-0_Colon_T04-2017_syn_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
11_B1-1_Colon_T04-2017_syn_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
12_B1-2_Colon_T04-2017_syn_170427_UKy_GCB_rep3-quench_pos.raw
raw_data
Positive
13_C1-1_Colon_T04-2017_allo_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
14_C1-2_Colon_T04-2017_allo_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
15_C1-20_Colon_T04-2017_allo_170427_UKy_GCB_rep3-quench_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST000498
No raw data detected. Ignoring ST000498
Processing  ST001161
No raw data detected. Ignoring ST001161
Processing  ST000612
No raw data detected. Ignoring ST000612
Processing  ST001254
No raw data detected. Ignoring ST001254
Processing  ST001839
No raw data detected. Ignoring ST001839
Processing  ST003045
Initiating REDU-table generation for AN004995
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RT
GR_153.cdf
RT
GR_186.cdf
RT
GR_282.cdf
RT
GR_296.cdf
RT
GR_384.cdf
RT
GR_386.cdf
RT
GR_406.cdf
RT
GR_415.cdf
RT
GR_50.cdf
RT
GR_63.cdf
RT
PR_100.cdf
RT
PR_12.cdf
RT
PR_148.cdf
RT
PR_150.cdf
RT
PR_260.cdf
RT
PR_398.cdf
RT
PR_401.cdf
RT
PR_92.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST003226
No raw data detected. Ignoring ST003226
Processing  ST000962
Initiating REDU-table generation for AN001576
Rest length is 102
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BLP_2.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BLP_3.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BLP_4.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BLP_5.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BLP_6.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_1.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_17.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_22.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_23.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_24.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_26.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_3.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_30.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_33.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_37.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_45.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_46.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_5.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_53.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_57.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_59.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_6.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_64.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_66.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_67.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_68.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_7.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_70.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_71.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_75.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_76.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_79.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_81.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 1
BL_85.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BLP_10.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BLP_11.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BLP_12.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BLP_8.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BLP_9.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_11.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_14.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_15.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_16.cdf
2016 Blaser Liver Raw GCMS data DRCC ID/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 53%|█████▎    | 1675/3150 [2:13:08<39:12,  1.60s/it]
Plate 2
BL_19.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_2.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_20.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_21.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_27.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_29.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_32.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_4.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_43.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_44.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_47.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_48.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_50.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_52.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_54.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_55.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_56.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_58.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_60.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_62.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_63.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_72.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_78.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_80.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 2
BL_84.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BLP_14.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BLP_15.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BLP_16.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BLP_17.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BLP_18.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_10.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_12.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_13.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_18.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_25.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_28.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_31.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_34.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_35.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_36.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_38.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_39.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_40.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_41.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_42.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_49.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_51.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_61.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_65.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_69.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_73.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_74.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_77.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_8.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_82.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_83.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_86.cdf
2016 Blaser Liver Raw GCMS data DRCC ID
Plate 3
BL_9.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 101 rows!
Extracted information for 101 samples.
Processing  ST002336
Initiating REDU-table generation for AN003818
Rest length is 1467
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_1.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_10.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_100.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_101.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_102.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_103.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_104.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_105.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_106.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_107.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_108.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_109.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_11.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_110.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_111.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_112.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_113.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_114.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_115.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_116.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_117.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_118.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_119.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_12.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_13.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_14.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_15.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_16.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_17.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_18.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_19.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_2.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_20.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_21.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_22.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_23.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_24.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_25.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_26.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_27.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_28.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_29.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_3.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_30.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_31.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_32.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_33.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_34.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_35.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_36.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_37.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_38.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_39.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_4.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_40.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_41.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_42.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_43.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_44.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_45.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_46.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_47.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_48.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_49.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_5.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_50.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_51.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_52.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_53.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_54.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_55.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_56.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_57.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_58.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_59.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_6.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_60.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_61.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_62.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_63.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_64.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_65.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_66.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_67.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_68.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_69.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_7.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_70.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_71.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_72.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_73.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_74.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_75.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_76.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_77.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_78.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_79.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_8.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_80.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_81.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_82.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_83.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_84.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_85.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_86.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_87.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_88.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_89.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_9.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_90.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_91.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_92.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_93.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_94.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_95.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_96.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_97.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_98.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_HHEAR_99.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_1.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_10.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_11.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_12.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_13.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_14.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_15.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_16.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_17.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_18.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_19.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_2.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_20.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_21.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_22.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_23.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_24.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_25.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_26.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_27.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_28.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_29.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_3.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_30.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_31.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_32.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_33.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_34.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_35.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_36.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_37.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_38.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_39.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_4.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_40.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_41.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_42.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_43.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_44.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_45.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_5.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_6.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_7.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_8.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_NIST_9.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_1.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_10.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_100.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_101.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_102.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_103.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_104.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_105.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_106.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_107.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_108.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_109.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_11.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_110.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_111.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_112.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_113.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_114.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_115.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_116.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_117.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_118.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_119.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_12.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_13.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_14.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_15.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_16.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_17.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_18.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_19.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_2.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_20.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_21.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_22.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_23.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_24.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_25.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_26.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_27.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_28.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_29.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_3.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_30.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_31.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_32.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_33.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_34.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_35.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_36.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_37.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_38.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_39.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_4.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_40.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_41.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_42.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_43.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_44.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_45.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_46.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_47.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_48.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_49.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_5.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_50.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_51.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_52.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_53.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_54.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_55.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_56.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_57.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_58.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_59.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_6.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_60.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_61.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_62.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_63.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_64.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_65.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_66.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_67.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_68.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_69.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_7.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_70.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_71.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_72.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_73.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_74.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_75.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_76.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_77.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_78.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_79.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_8.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_80.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_81.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_82.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_83.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_84.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_85.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_86.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_87.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_88.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_89.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_9.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_90.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_91.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_92.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_93.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_94.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_95.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_96.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_97.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_98.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_SP_99.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_10.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_100.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1000.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1001.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1002.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1003.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1004.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1005.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1006.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1007.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1008.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1009.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_101.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1010.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1011.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1012.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1013.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1014.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1015.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1016.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1017.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1018.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1019.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_102.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1020.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1021.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1022.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1023.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1024.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1025.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1026.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1027.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1028.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1029.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_103.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1030.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1031.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1032.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1033.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1034.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1035.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1036.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1037.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1038.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1039.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_104.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1040.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1041.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1042.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1043.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1044.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1045.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1046.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1047.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1048.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1049.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_105.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1050.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1051.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1052.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1053.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1054.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1055.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1056.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1057.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1058.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1059.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_106.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1060.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1061.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1062.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1063.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1064.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1065.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1066.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1067.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1068.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1069.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_107.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1070.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1071.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1072.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1073.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1074.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1075.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1076.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1077.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1078.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1079.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_108.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1080.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1081.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1082.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1083.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1084.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1085.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1088.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1089.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_109.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1091.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1092.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1093.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1094.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1095.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1096.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1097.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1098.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1099.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_11.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_110.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1100.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1101.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1102.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1103.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1104.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1105.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1106.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1107.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1108.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1109.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_111.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1111.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1112.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1113.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1114.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1115.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1116.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1117.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1118.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1119.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_112.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1120.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1121.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1122.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1123.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1124.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1125.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1126.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1127.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1128.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1129.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_113.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1130.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1131.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1132.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1133.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1134.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1135.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1136.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1137.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1138.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1139.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_114.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1140.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1141.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1142.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1143.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1144.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1145.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1146.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1147.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1148.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1149.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_115.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1150.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1151.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1152.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1153.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1154.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1155.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1156.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1157.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1158.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1159.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_116.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1160.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1161.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1162.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1163.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1164.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1165.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1166.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1167.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1168.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1169.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_117.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1170.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1171.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1172.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1173.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1174.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1175.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1176.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1177.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1178.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1179.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_118.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1180.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1181.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1182.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1183.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1184.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1185.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1186.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1187.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1188.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1189.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_119.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1190.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1191.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1192.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1193.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1194.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1195.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1196.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1197.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_1198.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_12.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_120.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_121.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_122.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_123.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_124.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_125.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_126.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_127.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_128.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_129.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_13.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_130.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_131.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_132.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_133.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_134.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_135.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_136.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_137.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_138.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_139.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_14.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_140.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_141.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_142.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_143.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_144.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_145.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_146.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_147.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_148.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_149.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_15.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_150.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_151.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_152.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_153.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_154.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_155.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_156.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_157.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_158.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_159.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_16.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_160.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_161.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_162.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_163.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_164.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_165.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_166.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_167.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_168.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_169.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_17.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_170.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_171.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_172.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_173.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_174.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_175.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_176.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_177.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_178.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_179.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_18.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_180.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_181.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_182.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_183.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_184.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_185.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_186.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_187.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_188.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_19.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_190.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_191.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_192.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_193.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_194.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_195.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_196.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_197.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_198.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_199.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_2.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_20.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_200.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_201.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_202.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_203.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_204.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_205.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_206.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_207.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_208.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_209.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_21.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_210.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_211.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_212.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_213.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_214.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_215.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_216.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_217.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_218.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_219.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_22.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_220.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_221.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_222.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_223.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_224.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_225.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_226.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_227.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_228.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_229.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_23.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_230.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_231.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_232.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_233.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_234.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_235.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_236.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_237.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_238.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_239.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_24.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_240.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_241.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_242.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_243.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_244.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_245.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_246.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_247.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_248.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_249.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_25.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_250.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_251.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_252.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_253.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_254.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_255.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_256.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_257.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_258.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_259.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_26.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_260.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_261.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_262.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_263.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_264.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_265.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_266.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_267.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_268.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_269.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_27.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_270.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_271.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_272.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_273.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_274.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_275.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_276.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_277.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_278.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_279.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_28.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_280.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_281.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_282.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_283.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_284.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_286.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_288.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_289.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_29.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_290.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_291.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_292.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_297.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_298.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_3.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_30.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_300.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_301.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_302.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_307.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_31.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_310.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_311.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_312.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_313.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_314.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_315.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_316.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_317.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_318.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_319.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_32.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_320.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_321.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_322.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_323.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_324.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_325.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_326.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_327.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_328.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_329.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_33.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_331.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_332.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_333.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_334.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_335.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_336.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_337.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_338.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_339.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_34.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_340.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_344.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_35.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_351.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_352.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_36.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_360.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_362.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_365.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_37.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_373.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_374.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_376.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_377.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_379.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_38.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_381.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_382.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_39.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_397.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_4.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_40.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_400.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_401.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_402.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_403.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_404.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_405.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_406.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_407.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_408.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_409.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_41.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_411.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_412.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_413.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_414.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_418.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_419.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_42.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_420.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_421.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_422.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_423.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_424.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_425.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_426.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_427.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_428.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_429.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_43.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_430.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_431.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_432.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_433.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_434.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_435.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_436.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_437.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_438.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_439.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_44.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_440.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_441.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_442.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_443.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_444.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_445.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_446.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_451.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_452.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_453.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_455.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_457.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_458.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_459.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_46.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_461.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_462.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_463.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_465.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_466.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_469.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_47.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_470.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_471.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_472.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_473.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_474.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_475.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_476.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_477.raw
Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
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Perng Zhu Oken-LCMS-Untargeted
PZOk_S_48.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_480.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_481.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_482.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_483.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_484.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_485.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_486.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_487.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_488.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_489.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_49.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_490.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_491.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_492.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_493.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_494.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_495.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_496.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_497.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_498.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_499.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_5.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_50.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_500.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_501.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_502.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_503.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_504.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_505.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_506.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_507.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_508.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_509.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_51.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_510.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_511.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_512.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_513.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_514.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_515.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_516.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_517.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_518.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_519.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_52.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_520.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_521.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_522.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_523.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_524.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_525.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_526.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_527.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_528.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_529.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_53.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_530.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_531.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_532.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_533.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_534.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_535.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_536.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_537.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_538.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_539.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_54.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_540.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_541.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_542.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_543.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_544.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_545.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_546.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_547.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_548.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_549.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_55.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_550.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_551.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_552.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_553.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_554.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_555.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_556.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_557.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_558.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_559.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_56.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_560.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_561.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_562.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_563.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_564.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_565.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_566.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_567.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_568.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_569.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_57.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_570.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_571.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_572.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_573.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_574.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_575.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_576.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_577.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_578.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_579.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_58.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_580.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_581.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_582.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_583.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_584.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_585.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_586.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_587.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_588.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_589.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_59.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_590.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_591.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_592.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_593.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_594.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_595.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_596.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_597.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_598.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_599.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_6.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_60.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_600.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_601.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_602.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_603.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_604.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_605.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_606.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_607.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_608.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_609.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_61.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_610.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_611.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_612.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_613.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_614.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_615.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_616.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_617.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_618.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_619.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_62.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_620.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_621.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_622.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_623.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_624.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_625.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_626.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_627.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_628.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_629.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_63.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_630.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_631.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_632.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_633.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_634.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_635.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_636.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_637.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_638.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_639.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_64.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_640.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_641.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_642.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_643.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_644.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_645.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_646.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_647.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_648.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_649.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_65.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_650.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_651.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_652.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_653.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_654.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_655.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_656.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_657.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_658.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_659.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_66.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_660.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_661.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_662.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_663.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_664.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_665.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_666.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_667.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_668.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_669.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_67.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_670.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_671.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_672.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_673.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_674.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_675.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_676.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_677.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_678.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_679.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_68.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_680.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_681.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_682.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_683.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_684.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_685.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_686.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_687.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_688.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_689.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_69.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_690.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_691.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_692.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_693.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_694.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_695.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_696.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_697.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_698.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_699.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_7.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_70.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_700.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_701.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_702.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_703.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_704.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_705.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_706.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_707.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_708.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_709.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_71.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_710.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_711.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_712.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_713.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_714.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_715.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_716.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_717.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_718.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_72.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_721.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_722.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_723.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_724.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_725.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_726.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_727.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_728.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_729.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_73.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_730.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_731.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_732.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_733.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_734.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_735.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_736.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_737.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_738.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_739.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_74.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_740.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_741.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_742.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_743.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_744.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_745.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_746.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_747.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_748.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_749.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_75.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_750.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_751.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_752.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_753.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_754.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_755.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_756.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_757.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_758.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_759.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_76.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_760.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_761.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_762.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_763.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_764.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_765.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_766.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_767.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_768.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_769.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_77.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_770.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_771.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_772.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_773.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_774.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_775.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_776.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_777.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_778.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_779.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_78.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_780.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_781.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_782.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_783.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_784.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_785.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_786.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_787.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_788.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_789.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_79.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_790.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_791.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_792.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_793.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_794.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_795.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_796.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_797.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_798.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_8.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_80.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_801.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_802.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_803.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_804.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_805.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_806.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_807.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_808.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_809.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_81.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_810.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_811.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_812.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_813.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_814.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_815.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_816.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_817.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_818.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_819.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_82.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_820.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_821.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_822.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_823.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_824.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_825.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_826.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_827.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_828.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_829.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_83.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_830.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_831.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_832.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_833.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_834.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_835.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_836.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_837.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_838.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_839.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_84.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_840.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_841.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_842.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_843.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_844.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_845.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_846.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_847.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_848.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_849.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_85.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_850.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_851.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_852.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_853.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_854.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_855.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_856.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_857.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_858.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_859.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_86.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_860.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_861.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_862.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_863.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_864.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_865.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_866.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_867.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_868.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_869.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_87.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_870.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_871.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_872.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_873.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_874.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_875.raw
Perng Zhu Oken-LCMS-Untargeted/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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PZOk_S_878.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_88.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_881.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_882.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_883.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_884.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_885.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_886.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_887.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_888.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_889.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_89.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_890.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_891.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_892.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_893.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_894.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_895.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_896.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_897.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_898.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_899.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_9.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_90.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_900.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_901.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_902.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_903.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_904.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_905.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_906.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_907.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_908.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_909.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_91.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_910.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_911.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_912.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_913.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_914.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_915.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_916.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_917.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_918.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_919.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_92.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_920.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_921.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_922.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_923.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_924.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_925.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_926.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_927.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_928.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_929.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_93.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_930.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_931.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_932.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_933.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_934.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_935.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_936.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_937.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_938.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_939.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_94.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_940.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_941.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_942.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_943.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_944.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_945.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_946.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_947.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_948.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_949.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_95.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_950.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_951.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_952.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_953.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_954.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_955.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_956.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_957.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_958.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_96.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_961.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_962.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_963.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_964.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_965.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_966.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_967.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_968.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_969.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_97.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_970.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_971.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_972.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_973.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_974.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_975.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_976.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_977.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_978.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_979.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_98.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_980.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_981.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_982.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_983.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_984.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_985.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_986.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_987.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_988.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_989.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_99.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_990.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_991.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_992.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_993.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_994.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_995.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_996.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_997.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_998.raw
Perng Zhu Oken-LCMS-Untargeted
PZOk_S_999.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1467 rows!
Extracted information for 1467 samples.
Processing  ST003364
Initiating REDU-table generation for AN005510
Rest length is 431
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005511
Rest length is 431
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005512
Rest length is 431
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005513
Rest length is 431
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
A_POST_pool_1.1.mzML
A_POST_pool_1.2.mzML
A_POST_pool_1.3.mzML
A_POST_pool_2.1.mzML
A_POST_pool_2.2.mzML
A_POST_pool_2.3.mzML
A_POST_pool_3.1.mzML
A_POST_pool_3.2.mzML
A_POST_pool_3.3.mzML
A_PRE_pool_0.1.mzML
A_PRE_pool_0.2.mzML
A_PRE_pool_0.3.mzML
A_PRE_pool_1.1.mzML
A_PRE_pool_1.2.mzML
A_PRE_pool_1.3.mzML
A_PRE_pool_2.1.mzML
A_PRE_pool_2.2.mzML
A_PRE_pool_2.3.mzML
A_PRE_pool_3.1.mzML
A_PRE_pool_3.2.mzML
A_PRE_pool_3.3.mzML
A_TSQ_BQC07.mzML
A_TSQ_BQC08.mzML
A_TSQ_BQC09.mzML
A_TSQ_C36.mzML
A_TSQ_C37.mzML
A_TSQ_C38.mzML
A_TSQ_C39.mzML
A_TSQ_C40.mzML
A_TSQ_C41.mzML
A_TSQ_C42.mzML
A_TSQ_C43.mzML
A_TSQ_C44.mzML
A_TSQ_C45.mzML
A_TSQ_C46.mzML
A_TSQ_C47.mzML
A_TSQ_C48.mzML
A_TSQ_F38.mzML
A_TSQ_F39.mzML
A_TSQ_F40.mzML
A_TSQ_F41.mzML
A_TSQ_F42.mzML
A_TSQ_F43.mzML
A_TSQ_F44.mzML
A_TSQ_F45.mzML
A_TSQ_F46.mzML
A_TSQ_F47.mzML
A_TSQ_F48.mzML
A_TSQ_F49.mzML
A_TSQ_F50.mzML
A_TSQ_F51.mzML
A_TSQ_M26.mzML
A_TSQ_M27.mzML
A_TSQ_M28.mzML
A_TSQ_M29.mzML
A_TSQ_M30.mzML
A_TSQ_M31.mzML
A_TSQ_M32.mzML
A_TSQ_M33.mzML
A_TSQ_M34.mzML
A_TSQ_M35.mzML
A_TSQ_M36.mzML
A_TSQ_M37.mzML
A_TSQ_tQC_01.mzML
A_TSQ_tQC_02.mzML
A_TSQ_tQC_03.mzML
A_TSQ_tQC_04.mzML
A_TSQ_tQC_05.mzML
A_TSQ_tQC_06.mzML
A_TSQ_tQC_07.mzML
A_TSQ_tQC_08.mzML
A_TSQ_tQC_09.mzML
A_TSQ_tQC_10.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 53%|█████▎    | 1681/3150 [2:13:32<59:22,  2.43s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A_TSQ_tQC_11.mzML
A_TSQ_tQC_12.mzML
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A_TSQ_tQC_14.mzML
A_TSQ_tQC_15.mzML
A_TSQ_tQC_16.mzML
A_TSQ_tQC_17.mzML
A_TSQ_tQC_18.mzML
A_cal1_0.1.mzML
A_cal1_0.2.mzML
A_cal1_0.3.mzML
A_cal1_1.1.mzML
A_cal1_1.2.mzML
A_cal1_1.3.mzML
A_cal1_2.1.mzML
A_cal1_2.2.mzML
A_cal1_2.3.mzML
A_cal1_3.1.mzML
A_cal1_3.2.mzML
A_cal1_3.3.mzML
A_cal1_4.1.mzML
A_cal1_4.2.mzML
A_cal1_4.3.mzML
A_cal1_5.1.mzML
A_cal1_5.2.mzML
A_cal1_5.3.mzML
A_cal1_6.1.mzML
A_cal1_6.2.mzML
A_cal1_6.3.mzML
A_cal2_0.1.mzML
A_cal2_0.2.mzML
A_cal2_0.3.mzML
A_cal2_1.1.mzML
A_cal2_1.2.mzML
A_cal2_1.3.mzML
A_cal2_2.1.mzML
A_cal2_2.2.mzML
A_cal2_2.3.mzML
A_cal2_3.1.mzML
A_cal2_3.2.mzML
A_cal2_3.3.mzML
A_cal2_4.1.mzML
A_cal2_4.2.mzML
A_cal2_4.3.mzML
A_cal2_5.1.mzML
A_cal2_5.2.mzML
A_cal2_5.3.mzML
A_cal2_6.1.mzML
A_cal2_6.2.mzML
A_cal2_6.3.mzML
A_cal_tQC1.mzML
A_cal_tQC2.mzML
A_cal_tQC3.mzML
F_Ex_BQC1.mzML
F_Ex_BQC2.mzML
F_Ex_BQC3.mzML
F_Ex_BQC4.mzML
F_Ex_BQC5.mzML
F_Ex_BQC6.mzML
F_Ex_C01.mzML
F_Ex_C02.mzML
F_Ex_C03.mzML
F_Ex_C04.mzML
F_Ex_C05.mzML
F_Ex_C06.mzML
F_Ex_C07.mzML
F_Ex_C08.mzML
F_Ex_C09.mzML
F_cal-n_0.1.mzML
F_cal-n_0.2.mzML
F_cal-n_0.3.mzML
F_cal-n_1.1.mzML
F_cal-n_1.2.mzML
F_cal-n_1.3.mzML
F_cal-n_2.1.mzML
F_cal-n_2.2.mzML
F_cal-n_2.3.mzML
F_cal-n_3.1.mzML
F_cal-n_3.2.mzML
F_cal-n_3.3.mzML
F_cal-n_4.1.mzML
F_cal-n_4.2.mzML
F_cal-n_4.3.mzML
F_cal-n_5.1.mzML
F_cal-n_5.2.mzML
F_cal-n_5.3.mzML
F_cal-n_6.1.mzML
F_cal-n_6.2.mzML
F_cal-n_6.3.mzML
F_cal-p_0.1.mzML
F_cal-p_0.2.mzML
F_cal-p_0.3.mzML
F_cal-p_1.1.mzML
F_cal-p_1.2.mzML
F_cal-p_1.3.mzML
F_cal-p_2.1.mzML
F_cal-p_2.2.mzML
F_cal-p_2.3.mzML
F_cal-p_3.1.mzML
F_cal-p_3.2.mzML
F_cal-p_3.3.mzML
F_cal-p_4.1.mzML
F_cal-p_4.2.mzML
F_cal-p_4.3.mzML
F_cal-p_5.1.mzML
F_cal-p_5.2.mzML
F_cal-p_5.3.mzML
F_cal-p_6.1.mzML
F_cal-p_6.2.mzML
F_cal-p_6.3.mzML
F_cal_tQC1.mzML
F_cal_tQC2.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 185 rows!
Extracted information for 185 samples.
Processing  ST002966
Initiating REDU-table generation for AN004873
Rest length is 12
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004874
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MWXS-20-1376D-01
A21226382b_N.mzML
MWXS-20-1376D-01
A21226382b_P.mzML
MWXS-20-1376D-01
A21226383b_N.mzML
MWXS-20-1376D-01
A21226383b_P.mzML
MWXS-20-1376D-01
A21226384b_N.mzML
MWXS-20-1376D-01
A21226384b_P.mzML
MWXS-20-1376D-01
A21226388b_N.mzML
MWXS-20-1376D-01
A21226388b_P.mzML
MWXS-20-1376D-01
A21226389b_N.mzML
MWXS-20-1376D-01
A21226389b_P.mzML
MWXS-20-1376D-01
A21226390b_N.mzML
MWXS-20-1376D-01
A21226390b_P.mzML
MWXS-20-1376D-01
A21226394b_N.mzML
MWXS-20-1376D-01
A21226394b_P.mzML
MWXS-20-1376D-01
A21226395b_N.mzML
MWXS-20-1376D-01
A21226395b_P.mzML
MWXS-20-1376D-01
A21226396b_N.mzML
MWXS-20-1376D-01
A21226396b_P.mzML
MWXS-20-1376D-01
A21226400b_N.mzML
MWXS-20-1376D-01
A21226400b_P.mzML
MWXS-20-1376D-01
A21226401b_N.mzML
MWXS-20-1376D-01
A21226401b_P.mzML
MWXS-20-1376D-01
A21226402b_N.mzML
MWXS-20-1376D-01
A21226402b_P.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST001402
No raw data detected. Ignoring ST001402
Processing  ST001127
No raw data detected. Ignoring ST001127
Processing  ST002401
Initiating REDU-table generation for AN003912
Rest length is 36
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003913
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
E1_Aya0_intra_HILIC_NEG.mzML
E1_Aya0_intra_HILIC_POS.mzML
E1_Aya0_sec_HILIC_NEG.mzML
E1_Aya0_sec_HILIC_POS.mzML
E1_Aya10_intra_HILIC_NEG.mzML
E1_Aya10_intra_HILIC_POS.mzML
E1_Aya10_sec_HILIC_NEG.mzML
E1_Aya10_sec_HILIC_POS.mzML
E1_Aya1_intra_HILIC_NEG.mzML
E1_Aya1_intra_HILIC_POS.mzML
E1_Aya1_sec_HILIC_NEG.mzML
E1_Aya1_sec_HILIC_POS.mzML
E1_Aya20_intra_HILIC_NEG.mzML
E1_Aya20_intra_HILIC_POS.mzML
E1_Aya20_sec_HILIC_NEG.mzML
E1_Aya20_sec_HILIC_POS.mzML
E1_AyaDMSO_intra_HILIC_NEG.mzML
E1_AyaDMSO_intra_HILIC_POS.mzML
E1_AyaDMSO_sec_HILIC_NEG.mzML
E1_AyaDMSO_sec_HILIC_POS.mzML
E2_Aya0_intra_HILIC_NEG.mzML
E2_Aya0_intra_HILIC_POS.mzML
E2_Aya0_sec_HILIC_NEG.mzML
E2_Aya0_sec_HILIC_POS.mzML
E2_Aya10_intra_HILIC_NEG.mzML
E2_Aya10_intra_HILIC_POS.mzML
E2_Aya10_sec_HILIC_NEG.mzML
E2_Aya10_sec_HILIC_POS.mzML
E2_Aya1_intra_HILIC_NEG.mzML
E2_Aya1_intra_HILIC_POS.mzML
E2_Aya1_sec_HILIC_NEG.mzML
E2_Aya1_sec_HILIC_POS.mzML
E2_Aya20_intra_HILIC_NEG.mzML
E2_Aya20_intra_HILIC_POS.mzML
E2_Aya20_sec_HILIC_NEG.mzML
E2_Aya20_sec_HILIC_POS.mzML
E2_AyaDMSO_intra_HILIC_NEG.mzML
E2_AyaDMSO_intra_HILIC_POS.mzML
E2_AyaDMSO_sec_HILIC_NEG.mzML
E2_AyaDMSO_sec_HILIC_POS.mzML
E3_Aya0_intra_HILIC_NEG.mzML
E3_Aya0_intra_HILIC_POS.mzML
E3_Aya0_sec_HILIC_NEG.mzML
E3_Aya0_sec_HILIC_POS.mzML
E3_Aya10_intra_HILIC_NEG.mzML
E3_Aya10_intra_HILIC_POS.mzML
E3_Aya10_sec_HILIC_NEG.mzML
E3_Aya10_sec_HILIC_POS.mzML
E3_Aya1_intra_HILIC_NEG.mzML
E3_Aya1_intra_HILIC_POS.mzML
E3_Aya1_sec_HILIC_NEG.mzML
E3_Aya1_sec_HILIC_POS.mzML
E3_Aya20_intra_HILIC_NEG.mzML
E3_Aya20_intra_HILIC_POS.mzML
E3_Aya20_sec_HILIC_NEG.mzML
E3_Aya20_sec_HILIC_POS.mzML
E3_AyaDMSO_intra_HILIC_NEG.mzML
E3_AyaDMSO_intra_HILIC_POS.mzML
E3_AyaDMSO_sec_HILIC_NEG.mzML
E3_AyaDMSO_sec_HILIC_POS.mzML
QC_10_intra_HILIC_POS.mzML
QC_10_sec_HILIC_POS.mzML
QC_1_intra_HILIC_POS.mzML
QC_1_sec_HILIC_POS.mzML
QC_20_intra_HILIC_POS.mzML
QC_20_sec_HILIC_POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST000010
No raw data detected. Ignoring ST000010
Processing  ST000361
No raw data detected. Ignoring ST000361
Processing  ST001527
No raw data detected. Ignoring ST001527
Processing  ST001611
Initiating REDU-table generation for AN002645
Rest length is 10
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002646
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
Sample1-NoISD.raw
Sample10-NoISD.raw
Sample2-NoISD.raw
Sample3-NoISD.raw
Sample4-NoISD.raw
Sample5-NoISD.raw
Sample6-NoISD.raw
Sample7-NoISD.raw
Sample8-NoISD.raw
Sample9-NoISD.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000422
No raw data detected. Ignoring ST000422
Processing  ST002830
Initiating REDU-table generation for AN004623
Rest length is 15
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
TCR_081023_Fu_WorkBench
S30657.mzXML
TCR_081023_Fu_WorkBench
S30658.mzXML
TCR_081023_Fu_WorkBench
S30659.mzXML
TCR_081023_Fu_WorkBench
S30660.mzXML
TCR_081023_Fu_WorkBench
S30661.mzXML
TCR_081023_Fu_WorkBench
S30662.mzXML
TCR_081023_Fu_WorkBench
SQ1406_Blank_0.mzXML
TCR_081023_Fu_WorkBench
SQ1406_Blank_1.mzXML
TCR_081023_Fu_WorkBench
SQ1406_Blank_2.mzXML
TCR_081023_Fu_WorkBench
SQ1406_Blank_3.mzXML
TCR_081023_Fu_WorkBench
SQ1406_Blank_4.mzXML
TCR_081023_Fu_WorkBench
SQ1406_Blank_5.mzXML
TCR_081023_Fu_WorkBench
SQ1406_ISTD_0.mzXML
TCR_081023_Fu_WorkBench
SQ1406_ISTD_1.mzXML
TCR_081023_Fu_WorkBench
SQ1406_ISTD_2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 54%|█████▎    | 1687/3150 [2:13:37<37:01,  1.52s/it]
 54%|█████▎    | 1691/3150 [2:13:38<21:39,  1.12it/s]
 54%|█████▍    | 1695/3150 [2:13:38<13:43,  1.77it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 54%|█████▍    | 1697/3150 [2:13:41<20:32,  1.18it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 54%|█████▍    | 1699/3150 [2:13:44<22:57,  1.05it/s]
 54%|█████▍    | 1702/3150 [2:13:44<15:40,  1.54it/s]
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST001749
No raw data detected. Ignoring ST001749
Processing  ST001026
No raw data detected. Ignoring ST001026
Processing  ST002372
No raw data detected. Ignoring ST002372
Processing  ST000573
No raw data detected. Ignoring ST000573
Processing  ST001025
No raw data detected. Ignoring ST001025
Processing  ST001206
No raw data detected. Ignoring ST001206
Processing  ST002144
No raw data detected. Ignoring ST002144
Processing  ST000487
No raw data detected. Ignoring ST000487
Processing  ST001280
No raw data detected. Ignoring ST001280
Processing  ST003036
Initiating REDU-table generation for AN004977
Rest length is 69
raw file key found.
Initiating REDU-table generation for AN004978
Rest length is 69
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData2
BR_Blank_broth_B0_B0.raw
MyData2
BR_Blank_broth_B1_E.raw
MyData2
BR_Blank_broth_B2_E.raw
MyData2
BR_Blank_broth_B2_F.raw
MyData2
BR_Blank_broth_B2_J.raw
MyData2
BR_Blank_broth_B3_E.raw
MyData2
BR_Blank_broth_B3_F.raw
MyData2
BR_Blank_broth_B3_F_20200425222826.raw
MyData2
BR_Blank_broth_B3_J.raw
MyData2
BR_Blank_broth_B3_i.raw
MyData2
BR_Blank_broth_B3_i_20200426061728.raw
MyData2
BR_Blank_broth_B4_A.raw
MyData2
BR_Blank_broth_B4_B.raw
MyData2
BR_Blank_broth_B4_J.raw
MyData2
BR_Blank_broth_B4_i.raw
MyData2
Blank_1.raw
MyData2
Blank_2.raw
MyData2
Blank_3.raw
MyData2
Blank_4.raw
MyData2
Blank_5.raw
MyData2
Blank_6.raw
MyData2
M_Cefto_3g_143h_E.raw
MyData2
M_Cefto_3g_143h_F.raw
MyData2
M_Cefto_3g_167h_E.raw
MyData2
M_Cefto_3g_167h_F.raw
MyData2
M_Cefto_3g_23h_E.raw
MyData2
M_Cefto_3g_23h_F.raw
MyData2
M_Cefto_3g_47h_E.raw
MyData2
M_Cefto_3g_47h_F.raw
MyData2
M_Cefto_3g_71h_E.raw
MyData2
M_Cefto_3g_71h_F.raw
MyData2
M_Cefto_3g_7h_E.raw
MyData2
M_Cefto_3g_7h_F.raw
MyData2
M_Cefto_3g_95h_E.raw
MyData2
M_Cefto_3g_95h_F.raw
MyData2
M_Cefto_6g_143h_J.raw
MyData2
M_Cefto_6g_143h_i.raw
MyData2
M_Cefto_6g_167h_J.raw
MyData2
M_Cefto_6g_167h_i.raw
MyData2
M_Cefto_6g_23h_J.raw
MyData2
M_Cefto_6g_23h_i.raw
MyData2
M_Cefto_6g_47h_J.raw
MyData2
M_Cefto_6g_47h_i.raw
MyData2
M_Cefto_6g_71h_J.raw
MyData2
M_Cefto_6g_71h_i.raw
MyData2
M_Cefto_6g_7h_J.raw
MyData2
M_Cefto_6g_7h_i.raw
MyData2
M_Cefto_6g_95h_J.raw
MyData2
M_Cefto_6g_95h_i.raw
MyData2
M_Control_143h_A.raw
MyData2
M_Control_143h_B.raw
MyData2
M_Control_167h_A.raw
MyData2
M_Control_167h_B.raw
MyData2
M_Control_23h_A.raw
MyData2
M_Control_23h_B.raw
MyData2
M_Control_47h_A.raw
MyData2
M_Control_47h_B.raw
MyData2
M_Control_71h_A.raw
MyData2
M_Control_71h_B.raw
MyData2
M_Control_7h_A.raw
MyData2
M_Control_7h_B.raw
MyData2
M_Control_95h_A.raw
MyData2
M_Control_95h_B.raw
MyData2
QC_1.raw
MyData2
QC_2.raw
MyData2
QC_3.raw
MyData2
QC_4.raw
MyData2
QC_5.raw
MyData2
QC_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST002128
No raw data detected. Ignoring ST002128
Processing  ST001999
Initiating REDU-table generation for AN003261
Rest length is 9
raw file key found.
Initiating REDU-table generation for AN003262
Rest length is 9
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
8h ApoJ raw data
positive mode
10+.raw
8h ApoJ raw data
positive mode
11+.raw
8h ApoJ raw data
positive mode
12+.raw
8h ApoJ raw data
positive mode
13+.raw
8h ApoJ raw data
positive mode
14+.raw
8h ApoJ raw data
positive mode
15+.raw
8h ApoJ raw data
positive mode
7+.raw
8h ApoJ raw data
positive mode
8+.raw
8h ApoJ raw data
positive mode
9+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST002479
No raw data detected. Ignoring ST002479
Processing  ST001610
No raw data detected. Ignoring ST001610
Processing  ST002545
No raw data detected. Ignoring ST002545
Processing  ST000311
No raw data detected. Ignoring ST000311
Processing  ST000991
Initiating REDU-table generation for AN001617
Rest length is 138
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_NIST1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_NIST2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep10.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep4.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep5.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep6.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep7.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep8.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_Rep9.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO001_SA042_1000aC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO002_SA044_1000aC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO003_SA011_1000aC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO004_SA051_1000bG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO005_SA002_1000bG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO006_SA030_1000bG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO007_SA037_1000cC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO008_SA020_1000cC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO009_SA049_1000cC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO010_SA038_1000dG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO011_SA041_1000dG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO012_SA023_1000dG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO013_SA007_1000eC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO014_SA035_1000eC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO015_SA004_1000eC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO016_SA040_1000fG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO017_SA018_1000fG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO018_SA022_1000fG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO019_SA014_1001aG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO020_SA021_1001aG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO021_SA034_1001aG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO022_SA024_1001bC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO023_SA012_1001bC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO024_SA016_1001bC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO025_SA036_1001dC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO026_SA019_1001dC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO027_SA001_1001dC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO028_SA009_1001eG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO029_SA053_1001eG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO030_SA050_1001eG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO031_SA043_1001fC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO032_SA017_1001fC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO033_SA045_1001fC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO034_SA013_1001gG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO035_SA047_1001gG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO036_SA015_1001gG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO037_SA048_1002aG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO038_SA127_1002aG2_reinj.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO039_SA046_1002aG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO040_SA029_1002bC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO041_SA052_1002bC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO042_SA031_1002bC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO043_SA003_1002cG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO044_SA025_1002cG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO045_SA026_1002cG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO046_SA005_1002dC1.mzML
GLA STUDY X500R
Raw Data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 54%|█████▍    | 1704/3150 [2:13:47<20:45,  1.16it/s]
GLA_X500R_Lipids_SO047_SA006_1002dC2.mzML
GLA STUDY X500R
Raw Data
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GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO049_SA032_1002eG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO050_SA027_1002eG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO051_SA054_1002eG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO052_SA033_1002fC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO053_SA028_1002fC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO054_SA039_1002fC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO055_SA078_1003aC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO056_SA057_1003aC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO057_SA071_1003aC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO058_SA099_1003bG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO059_SA060_1003bG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO060_SA072_1003bG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO061_SA074_1003cC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO062_SA055_1003cC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO063_SA083_1003cC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO064_SA064_1003dG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO065_SA062_1003dG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO066_SA090_1003dG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO067_SA098_1003eC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO068_SA094_1003eC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO069_SA068_1003eC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO070_SA084_1003fG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO071_SA097_1003fG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO072_SA092_1003fG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO073_SA066_1005aG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO074_SA089_1005aG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO075_SA088_1005aG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO076_SA058_1005bC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO077_SA082_1005bC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO078_SA091_1005bC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO079_SA070_1005cG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO080_SA079_1005cG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO081_SA067_1005cG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO082_SA063_1005dC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO083_SA069_1005dC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO084_SA081_1005dC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO085_SA076_1005fC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO086_SA095_1005fC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO087_SA056_1005fC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO088_SA073_1005gG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO089_SA080_1005gG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO090_SA087_1005gG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO091_SA061_1006aC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO092_SA065_1006aC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO093_SA075_1006aC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO094_SA085_1006bG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO095_SA059_1006bG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO096_SA093_1006bG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO097_SA086_1006cC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO098_SA077_1006cC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO099_SA096_1006cC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO100_SA118_1006dG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO101_SA104_1006dG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO102_SA116_1006dG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO103_SA108_1006eG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO104_SA112_1006eG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO105_SA125_1006eG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO106_SA123_1006fG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO107_SA107_1006fG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO108_SA124_1006fG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO109_SA122_1007aC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO110_SA100_1007aC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO111_SA102_1007aC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO112_SA103_1007bG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO113_SA113_1007bG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO114_SA119_1007bG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO115_SA106_1007cC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO116_SA111_1007cC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO117_SA101_1007cC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO118_SA110_1007dG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO119_SA121_1007dG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO120_SA114_1007dG3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO121_SA105_1007eC1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO122_SA120_1007eC2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO123_SA115_1007eC3.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO124_SA126_1007fG1.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO125_SA117_1007fG2.mzML
GLA STUDY X500R
Raw Data
GLA_X500R_Lipids_SO126_SA109_1007fG3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 138 rows!
Extracted information for 138 samples.
Processing  ST001212
No raw data detected. Ignoring ST001212
Processing  ST000235
Initiating REDU-table generation for AN000353
Rest length is 32
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/32 [00:00<?, ?it/s]

Mapping potential matches:  78%|███████▊  | 25/32 [00:00<00:00, 244.51it/s]
Mapping potential matches: 100%|██████████| 32/32 [00:00<00:00, 243.62it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000354
Rest length is 32
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/32 [00:00<?, ?it/s]

Mapping potential matches:  78%|███████▊  | 25/32 [00:00<00:00, 244.43it/s]
Mapping potential matches: 100%|██████████| 32/32 [00:00<00:00, 243.72it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 54%|█████▍    | 1706/3150 [2:13:50<25:21,  1.05s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 54%|█████▍    | 1708/3150 [2:13:54<29:19,  1.22s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 54%|█████▍    | 1709/3150 [2:13:57<35:11,  1.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 54%|█████▍    | 1711/3150 [2:14:00<35:35,  1.48s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000235
raw_files
neg
QE2_sbs_11_10[2S]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_11[27NOC]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_12[30NOC]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_13[3S]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_14[6S]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_15[29NOC]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_19[16N]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_20[11N]n.mzXML
ST000235
raw_files
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QE2_sbs_11_21[1S]n.mzXML
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raw_files
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raw_files
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raw_files
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ST000235
raw_files
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ST000235
raw_files
neg
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raw_files
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raw_files
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ST000235
raw_files
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ST000235
raw_files
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ST000235
raw_files
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raw_files
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raw_files
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ST000235
raw_files
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QE2_sbs_11_37[21OC]n.mzXML
ST000235
raw_files
neg
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ST000235
raw_files
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QE2_sbs_11_39[20OC]n.mzXML
ST000235
raw_files
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ST000235
raw_files
neg
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ST000235
raw_files
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ST000235
raw_files
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ST000235
raw_files
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QE2_sbs_11_47[4Sddms2]n.mzXML
ST000235
raw_files
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ST000235
raw_files
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QE2_sbs_11_49[27NOCddms2]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_50[17OCddms2]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_6[4S]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_7[10N]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_8[9N]n.mzXML
ST000235
raw_files
neg
QE2_sbs_11_9[5S]n.mzXML
ST000235
raw_files
pos
QE2_sbs_11_10[2S].mzXML
ST000235
raw_files
pos
QE2_sbs_11_11[27NOC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_12[30NOC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_13[3S].mzXML
ST000235
raw_files
pos
QE2_sbs_11_14[6S].mzXML
ST000235
raw_files
pos
QE2_sbs_11_15[29NOC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_19[16N].mzXML
ST000235
raw_files
pos
QE2_sbs_11_20[11N].mzXML
ST000235
raw_files
pos
QE2_sbs_11_21[1S].mzXML
ST000235
raw_files
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QE2_sbs_11_22[26NOC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_23[28NOC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_24[17OC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_25[18OC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_26[23OC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_27[24OC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_28[12N].mzXML
ST000235
raw_files
pos
QE2_sbs_11_32[15N].mzXML
ST000235
raw_files
pos
QE2_sbs_11_33[25NOC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_34[19OC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_35[22OC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_36[31NOC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_37[21OC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_38[8S].mzXML
ST000235
raw_files
pos
QE2_sbs_11_39[20OC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_40[13N].mzXML
ST000235
raw_files
pos
QE2_sbs_11_41[32NOC].mzXML
ST000235
raw_files
pos
QE2_sbs_11_45[7S].mzXML
ST000235
raw_files
pos
QE2_sbs_11_46[14N].mzXML
ST000235
raw_files
pos
QE2_sbs_11_47[4Sddms2].mzXML
ST000235
raw_files
pos
QE2_sbs_11_48[10Nddms2].mzXML
ST000235
raw_files
pos
QE2_sbs_11_49[27NOCddms2].mzXML
ST000235
raw_files
pos
QE2_sbs_11_50[17OCddms2].mzXML
ST000235
raw_files
pos
QE2_sbs_11_6[4S].mzXML
ST000235
raw_files
pos
QE2_sbs_11_7[10N].mzXML
ST000235
raw_files
pos
QE2_sbs_11_8[9N].mzXML
ST000235
raw_files
pos
QE2_sbs_11_9[5S].mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST000173
No raw data detected. Ignoring ST000173
Processing  ST001438
Initiating REDU-table generation for AN002402
Rest length is 32
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
TENGi_MSC
Blank-Posi-2.RAW
TENGi_MSC
Blank-Posi-3.RAW
TENGi_MSC
QC-Posi-A1.RAW
TENGi_MSC
QC-Posi-A2.RAW
TENGi_MSC
QC-Posi-B2.RAW
TENGi_MSC
QC-Posi-B3.RAW
TENGi_MSC
QC-Posi-C1.RAW
TENGi_MSC
S1-Posi-1.RAW
TENGi_MSC
S1-Posi-2.RAW
TENGi_MSC
S2-Posi-1.RAW
TENGi_MSC
S2-Posi-3.RAW
TENGi_MSC
S3-Posi-1.RAW
TENGi_MSC
S3-Posi-2.RAW
TENGi_MSC
S4-Posi-2.RAW
TENGi_MSC
S4-Posi-3.RAW
TENGi_MSC
S5-Posi-1.RAW
TENGi_MSC
S5-Posi-3.RAW
TENGi_MSC
S6-Posi-1.RAW
TENGi_MSC
S6-Posi-2.RAW
TENGi_MSC
U1-Posi-1.RAW
TENGi_MSC
U1-Posi-2.RAW
TENGi_MSC
U2-Posi-2.RAW
TENGi_MSC
U2-Posi-3.RAW
TENGi_MSC
U3-Posi-1.RAW
TENGi_MSC
U3-Posi-3.RAW
TENGi_MSC
U4-Posi-1.RAW
TENGi_MSC
U4-Posi-2.RAW
TENGi_MSC
U5-Posi-2.RAW
TENGi_MSC
U5-Posi-3.RAW
TENGi_MSC
U6-Posi-1.RAW
TENGi_MSC
U6-Posi-3.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST002831
Initiating REDU-table generation for AN004624
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20210201_QEF1_HILIC_AdamHeme6KO_AM304.raw
20210201_QEF1_HILIC_AdamHeme6KO_AM305.raw
20210201_QEF1_HILIC_AdamHeme6KO_AM306.raw
20210201_QEF1_HILIC_AdamHeme6KO_AM307.raw
20210201_QEF1_HILIC_AdamHeme6KO_AM308.raw
20210201_QEF1_HILIC_AdamHeme6KO_AM309.raw
20210201_QEF1_HILIC_AdamHeme6KO_AM310.raw
20210201_QEF1_HILIC_AdamHeme6KO_AM311.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST002171
No raw data detected. Ignoring ST002171
Processing  ST002851
Initiating REDU-table generation for AN004670
Rest length is 30
raw file key found.
Initiating REDU-table generation for AN004671
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Neg
ExtractionBlank_001.raw
Neg
ExtractionBlank_002.raw
Neg
ExtractionBlank_003.raw
Neg
QC_Liver_001.raw
Neg
QC_Liver_002.raw
Neg
QC_Liver_003.raw
Neg
QC_Lung_001.raw
Neg
QC_Lung_002.raw
Neg
QC_Lung_003.raw
Neg
QC_Mix_001.raw
Neg
QC_Mix_002.raw
Neg
QC_Mix_003.raw
Pos
ExtractionBlank_001.raw
Pos
ExtractionBlank_002.raw
Pos
ExtractionBlank_003.raw
Pos
QC_Liver_001.raw
Pos
QC_Liver_002.raw
Pos
QC_Liver_003.raw
Pos
QC_Lung_001.raw
Pos
QC_Lung_002.raw
Pos
QC_Lung_003.raw
Pos
QC_Mix_001.raw
Pos
QC_Mix_002.raw
Pos
QC_Mix_003.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST000622
Initiating REDU-table generation for AN000954
Rest length is 54
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Agilent GC 6890|MS:5973: missing value
SubjectIdentifierAsRecorded:
  : missing value
cdf
Cont
ContA_2.CDF
cdf
Cont
ContA_3.CDF
cdf
Cont
ContB_1.CDF
cdf
Cont
ContB_2.CDF
cdf
Cont
ContB_3.CDF
cdf
Cont
ContC_1.CDF
cdf
Cont
ContC_2.CDF
cdf
Cont
ContC_3.CDF
cdf
Cont
contA_1.CDF
cdf
WD10461
461_A_1.CDF
cdf
WD10461
461_A_2.CDF
cdf
WD10461
461_A_3.CDF
cdf
WD10461
461_B_1.CDF
cdf
WD10461
461_B_2.CDF
cdf
WD10461
461_B_3.CDF
cdf
WD10461
461_C_1.CDF
cdf
WD10461
461_C_2.CDF
cdf
WD10461
461_C_3.CDF
cdf
WD10784
784_A_1.CDF
cdf
WD10784
784_A_2.CDF
cdf
WD10784
784_A_3.CDF
cdf
WD10784
784_B_1.CDF
cdf
WD10784
784_B_2.CDF
cdf
WD10784
784_B_3.CDF
cdf
WD10784
784_C_1.CDF
cdf
WD10784
784_C_2.CDF
cdf
WD10784
784_C_3.CDF
cdf
WD20067
067_A_1.CDF
cdf
WD20067
067_A_2.CDF
cdf
WD20067
067_A_3.CDF
cdf
WD20067
067_B_1.CDF
cdf
WD20067
067_B_2.CDF
cdf
WD20067
067_B_3.CDF
cdf
WD20067/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 54%|█████▍    | 1712/3150 [2:14:02<39:46,  1.66s/it]
 54%|█████▍    | 1715/3150 [2:14:02<22:37,  1.06it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▍    | 1717/3150 [2:14:04<24:12,  1.01s/it]
067_C_1.CDF
cdf
WD20067
067_C_2.CDF
cdf
WD20067
067_C_3.CDF
cdf
WD20542
542_A_1.CDF
cdf
WD20542
542_A_2.CDF
cdf
WD20542
542_A_3.CDF
cdf
WD20542
542_B_1.CDF
cdf
WD20542
542_B_2.CDF
cdf
WD20542
542_B_3.CDF
cdf
WD20542
542_C_1.CDF
cdf
WD20542
542_C_2.CDF
cdf
WD20542
542_C_3.CDF
cdf
WD30030
030_A_1.cdf
cdf
WD30030
030_A_2.cdf
cdf
WD30030
030_A_3.cdf
cdf
WD30030
030_B_1.cdf
cdf
WD30030
030_B_2.cdf
cdf
WD30030
030_B_3.cdf
cdf
WD30030
030_C_1.cdf
cdf
WD30030
030_C_2.cdf
cdf
WD30030
030_C_3.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST000899
No raw data detected. Ignoring ST000899
Processing  ST000070
No raw data detected. Ignoring ST000070
Processing  ST003308
No raw data detected. Ignoring ST003308
Processing  ST000346
No raw data detected. Ignoring ST000346
Processing  ST002478
Initiating REDU-table generation for AN004047
Rest length is 59
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Correct Prion Data
DeltaPIM1.mzML
Correct Prion Data
DeltaPIM2.mzML
Correct Prion Data
DeltaPIM3.mzML
Correct Prion Data
DeltaPIM4.mzML
Correct Prion Data
DeltaPIM5.mzML
Correct Prion Data
DeltaPIM6.mzML
Correct Prion Data
RNQ+NIM1.mzML
Correct Prion Data
RNQ+NIM2.mzML
Correct Prion Data
RNQ+NIM3.mzML
Correct Prion Data
RNQ+NIM4.mzML
Correct Prion Data
RNQ+NIM5.mzML
Correct Prion Data
RNQ+NIM6.mzML
Correct Prion Data
RNQ+PIM1.mzML
Correct Prion Data
RNQ+PIM2.mzML
Correct Prion Data
RNQ+PIM3.mzML
Correct Prion Data
RNQ+PIM4.mzML
Correct Prion Data
RNQ+PIM5.mzML
Correct Prion Data
RNQ+PIM6.mzML
Correct Prion Data
RNQ+StressNIM1.mzML
Correct Prion Data
RNQ+StressNIM2.mzML
Correct Prion Data
RNQ+StressNIM3.mzML
Correct Prion Data
RNQ+StressNIM4.mzML
Correct Prion Data
RNQ+StressNIM5.mzML
Correct Prion Data
RNQ+StressNIM6.mzML
Correct Prion Data
RNQ+StressPIM1.mzML
Correct Prion Data
RNQ+StressPIM2.mzML
Correct Prion Data
RNQ+StressPIM3.mzML
Correct Prion Data
RNQ+StressPIM4.mzML
Correct Prion Data
RNQ+StressPIM5.mzML
Correct Prion Data
RNQ+StressPIM6.mzML
Correct Prion Data
rnq-PIM1.mzML
Correct Prion Data
rnq-PIM2.mzML
Correct Prion Data
rnq-PIM3.mzML
Correct Prion Data
rnq-PIM4.mzML
Correct Prion Data
rnq-PIM5.mzML
Correct Prion Data
rnq-PIM6.mzML
Correct Prion Data
rnq-StressPIM1.mzML
Correct Prion Data
rnq-StressPIM2.mzML
Correct Prion Data
rnq-StressPIM3.mzML
Correct Prion Data
rnq-StressPIM4.mzML
Correct Prion Data
rnq-StressPIM5.mzML
Correct Prion Data
rnq-StressPIM6.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 42 rows!
Extracted information for 42 samples.
Processing  ST002509
Initiating REDU-table generation for AN004131
Rest length is 302
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004132
Rest length is 302
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw
Neg_2243_0_TP1_1_R1.mzML
raw
Neg_2243_0_TP1_1_R1.raw
raw
Neg_2243_0_TP1_1_R2.mzML
raw
Neg_2243_0_TP1_1_R2.raw
raw
Neg_2243_0_TP1_1_R3.mzML
raw
Neg_2243_0_TP1_1_R3.raw
raw
Neg_2243_0_TP2_1_R1.mzML
raw
Neg_2243_0_TP2_1_R1.raw
raw
Neg_2243_0_TP2_1_R2.mzML
raw
Neg_2243_0_TP2_1_R2.raw
raw
Neg_2243_0_TP2_1_R3.mzML
raw
Neg_2243_0_TP2_1_R3.raw
raw
Neg_2243_0_TP3_1_R1.mzML
raw
Neg_2243_0_TP3_1_R1.raw
raw
Neg_2243_0_TP3_1_R2.mzML
raw
Neg_2243_0_TP3_1_R2.raw
raw
Neg_2243_0_TP3_1_R3.mzML
raw
Neg_2243_0_TP3_1_R3.raw
raw
Neg_2243_0_TP4_1_R1.mzML
raw
Neg_2243_0_TP4_1_R1.raw
raw
Neg_2243_0_TP4_1_R2.mzML
raw
Neg_2243_0_TP4_1_R2.raw
raw
Neg_2243_0_TP4_1_R3.mzML
raw
Neg_2243_0_TP4_1_R3.raw
raw
Neg_2243_0_TP5_1_R1.mzML
raw
Neg_2243_0_TP5_1_R1.raw
raw
Neg_2243_0_TP5_1_R2.mzML
raw
Neg_2243_0_TP5_1_R2.raw
raw
Neg_2243_0_TP5_1_R3.mzML
raw
Neg_2243_0_TP5_1_R3.raw
raw
Neg_2243_0_TP6_1_R1.mzML
raw
Neg_2243_0_TP6_1_R1.raw
raw
Neg_2243_0_TP6_1_R2.mzML
raw
Neg_2243_0_TP6_1_R2.raw
raw
Neg_2243_0_TP6_1_R3.mzML
raw
Neg_2243_0_TP6_1_R3.raw
raw
Neg_2243_10Add_TP1_1_R1.mzML
raw
Neg_2243_10Add_TP1_1_R1.raw
raw
Neg_2243_10Add_TP1_1_R2.mzML
raw
Neg_2243_10Add_TP1_1_R2.raw
raw
Neg_2243_10Add_TP1_1_R3.mzML
raw
Neg_2243_10Add_TP1_1_R3.raw
raw
Neg_2243_10Add_TP2_1_R1.mzML
raw
Neg_2243_10Add_TP2_1_R1.raw
raw
Neg_2243_10Add_TP2_1_R2.mzML
raw
Neg_2243_10Add_TP2_1_R2.raw
raw
Neg_2243_10Add_TP2_1_R3.mzML
raw
Neg_2243_10Add_TP2_1_R3.raw
raw
Neg_2243_10Add_TP3_1_R1.mzML
raw
Neg_2243_10Add_TP3_1_R1.raw
raw
Neg_2243_10Add_TP3_1_R2.mzML
raw
Neg_2243_10Add_TP3_1_R2.raw
raw
Neg_2243_10Add_TP3_1_R3.mzML
raw
Neg_2243_10Add_TP3_1_R3.raw
raw
Neg_2243_10Add_TP4_1_R1.mzML
raw
Neg_2243_10Add_TP4_1_R1.raw
raw
Neg_2243_10Add_TP4_1_R2.mzML
raw
Neg_2243_10Add_TP4_1_R2.raw
raw
Neg_2243_10Add_TP4_1_R3.mzML
raw
Neg_2243_10Add_TP4_1_R3.raw
raw
Neg_2243_10Add_TP5_1_R1.mzML
raw
Neg_2243_10Add_TP5_1_R1.raw
raw
Neg_2243_10Add_TP5_1_R2.mzML
raw
Neg_2243_10Add_TP5_1_R2.raw
raw
Neg_2243_10Add_TP5_1_R3.mzML
raw
Neg_2243_10Add_TP5_1_R3.raw
raw
Neg_2243_10Add_TP6_1_R1.mzML
raw
Neg_2243_10Add_TP6_1_R1.raw
raw
Neg_2243_10Add_TP6_1_R2.mzML
raw
Neg_2243_10Add_TP6_1_R2.raw
raw
Neg_2243_10Add_TP6_1_R3.mzML
raw
Neg_2243_10Add_TP6_1_R3.raw
raw
Neg_2243_10_TP1_1_R1.mzML
raw
Neg_2243_10_TP1_1_R1.raw
raw
Neg_2243_10_TP1_1_R2.mzML
raw
Neg_2243_10_TP1_1_R2.raw
raw
Neg_2243_10_TP1_1_R3.mzML
raw
Neg_2243_10_TP1_1_R3.raw
raw
Neg_2243_10_TP2_1_R1.mzML
raw
Neg_2243_10_TP2_1_R1.raw
raw
Neg_2243_10_TP2_1_R2.mzML
raw
Neg_2243_10_TP2_1_R2.raw
raw
Neg_2243_10_TP2_1_R3.mzML
raw
Neg_2243_10_TP2_1_R3.raw
raw
Neg_2243_10_TP3_1_R1.mzML
raw
Neg_2243_10_TP3_1_R1.raw
raw
Neg_2243_10_TP3_1_R2.mzML
raw
Neg_2243_10_TP3_1_R2.raw
raw
Neg_2243_10_TP3_1_R3.mzML
raw
Neg_2243_10_TP3_1_R3.raw
raw
Neg_2243_10_TP4_1_R1.mzML
raw
Neg_2243_10_TP4_1_R1.raw
raw
Neg_2243_10_TP4_1_R2.mzML
raw
Neg_2243_10_TP4_1_R2.raw
raw
Neg_2243_10_TP4_1_R3.mzML
raw
Neg_2243_10_TP4_1_R3.raw
raw
Neg_2243_10_TP5_1_R1.mzML
raw
Neg_2243_10_TP5_1_R1.raw
raw
Neg_2243_10_TP5_1_R2.mzML
raw
Neg_2243_10_TP5_1_R2.raw
raw
Neg_2243_10_TP5_1_R3.mzML
raw
Neg_2243_10_TP5_1_R3.raw
raw
Neg_2243_10_TP6_1_R1.mzML
raw
Neg_2243_10_TP6_1_R1.raw
raw
Neg_2243_10_TP6_1_R2.mzML
raw
Neg_2243_10_TP6_1_R2.raw
raw
Neg_2243_10_TP6_1_R3.raw
raw
Neg_2243_1_TP1_1_R1.mzML
raw
Neg_2243_1_TP1_1_R1.raw
raw
Neg_2243_1_TP1_1_R2.mzML
raw
Neg_2243_1_TP1_1_R2.raw
raw
Neg_2243_1_TP1_1_R3.mzML
raw
Neg_2243_1_TP1_1_R3.raw
raw
Neg_2243_1_TP2_1_R1.mzML
raw
Neg_2243_1_TP2_1_R1.raw
raw
Neg_2243_1_TP2_1_R2.mzML
raw
Neg_2243_1_TP2_1_R2.raw
raw
Neg_2243_1_TP2_1_R3.mzML
raw
Neg_2243_1_TP2_1_R3.raw
raw
Neg_2243_1_TP3_1_R1.mzML
raw
Neg_2243_1_TP3_1_R1.raw
raw
Neg_2243_1_TP3_1_R2.mzML
raw
Neg_2243_1_TP3_1_R2.raw
raw
Neg_2243_1_TP3_1_R3.mzML
raw
Neg_2243_1_TP3_1_R3.raw
raw
Neg_2243_1_TP4_1_R1.mzML
raw
Neg_2243_1_TP4_1_R1.raw
raw
Neg_2243_1_TP4_1_R2.mzML
raw
Neg_2243_1_TP4_1_R2.raw
raw
Neg_2243_1_TP4_1_R3.mzML
raw
Neg_2243_1_TP4_1_R3.raw
raw
Neg_2243_1_TP5_1_R1.mzML
raw
Neg_2243_1_TP5_1_R1.raw
raw
Neg_2243_1_TP5_1_R2.mzML
raw
Neg_2243_1_TP5_1_R2.raw
raw
Neg_2243_1_TP5_1_R3.raw
raw
Neg_2243_1_TP6_1_R1.mzML
raw
Neg_2243_1_TP6_1_R1.raw
raw
Neg_2243_1_TP6_1_R2.mzML
raw
Neg_2243_1_TP6_1_R2.raw
raw
Neg_2243_1_TP6_1_R3.mzML
raw
Neg_2243_1_TP6_1_R3.raw
raw
Neg_AB8_0_TP1_1_R1.mzML
raw
Neg_AB8_0_TP1_1_R1.raw
raw
Neg_AB8_0_TP1_1_R2.mzML
raw
Neg_AB8_0_TP1_1_R2.raw
raw
Neg_AB8_0_TP1_1_R3.mzML
raw
Neg_AB8_0_TP1_1_R3.raw
raw
Neg_AB8_0_TP2_1_R1.mzML
raw
Neg_AB8_0_TP2_1_R1.raw
raw
Neg_AB8_0_TP2_1_R2.mzML
raw
Neg_AB8_0_TP2_1_R2.raw
raw
Neg_AB8_0_TP2_1_R3.mzML
raw
Neg_AB8_0_TP2_1_R3.raw
raw
Neg_AB8_0_TP3_1_R1.mzML
raw
Neg_AB8_0_TP3_1_R1.raw
raw
Neg_AB8_0_TP3_1_R2.mzML
raw
Neg_AB8_0_TP3_1_R2.raw
raw
Neg_AB8_0_TP3_1_R3.raw
raw
Neg_AB8_0_TP4_1_R1.mzML
raw
Neg_AB8_0_TP4_1_R1.raw
raw
Neg_AB8_0_TP4_1_R2.mzML
raw
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Pos_c_0_TP4_1_R1.mzML
raw
Pos_c_0_TP4_1_R1.raw
raw
Pos_c_0_TP4_1_R2.mzML
raw
Pos_c_0_TP4_1_R2.raw
raw
Pos_c_0_TP4_1_R3.mzML
raw
Pos_c_0_TP4_1_R3.raw
raw
Pos_c_0_TP5_1_R1.mzML
raw
Pos_c_0_TP5_1_R1.raw
raw
Pos_c_0_TP5_1_R2.mzML
raw
Pos_c_0_TP5_1_R2.raw
raw
Pos_c_0_TP5_1_R3.mzML
raw
Pos_c_0_TP5_1_R3.raw
raw
Pos_c_0_TP6_1_R1.mzML
raw
Pos_c_0_TP6_1_R1.raw
raw
Pos_c_0_TP6_1_R2.mzML
raw
Pos_c_0_TP6_1_R2.raw
raw
Pos_c_0_TP6_1_R3.raw
raw
Pos_c_10Add_TP1_1_R1.mzML
raw
Pos_c_10Add_TP1_1_R1.raw
raw
Pos_c_10Add_TP1_1_R2.mzML
raw
Pos_c_10Add_TP1_1_R2.raw
raw
Pos_c_10Add_TP1_3_R3.raw
raw
Pos_c_10Add_TP2_1_R1.mzML
raw
Pos_c_10Add_TP2_1_R1.raw
raw
Pos_c_10Add_TP2_1_R2.mzML
raw
Pos_c_10Add_TP2_1_R2.raw
raw
Pos_c_10Add_TP2_1_R3.mzML
raw
Pos_c_10Add_TP2_1_R3.raw
raw
Pos_c_10Add_TP3_1_R1.mzML
raw
Pos_c_10Add_TP3_1_R1.raw
raw
Pos_c_10Add_TP3_1_R2.mzML
raw
Pos_c_10Add_TP3_1_R2.raw
raw
Pos_c_10Add_TP3_1_R3.mzML
raw
Pos_c_10Add_TP3_1_R3.raw
raw
Pos_c_10Add_TP4_1_R1.raw
raw
Pos_c_10Add_TP4_1_R2.mzML
raw
Pos_c_10Add_TP4_1_R2.raw
raw
Pos_c_10Add_TP4_1_R3.mzML
raw
Pos_c_10Add_TP4_1_R3.raw
raw
Pos_c_10Add_TP5_1_R1.mzML
raw
Pos_c_10Add_TP5_1_R1.raw
raw
Pos_c_10Add_TP5_1_R2.mzML
raw
Pos_c_10Add_TP5_1_R2.raw
raw
Pos_c_10Add_TP5_1_R3.mzML
raw
Pos_c_10Add_TP5_1_R3.raw
raw
Pos_c_10Add_TP6_1_R1.mzML
raw
Pos_c_10Add_TP6_1_R1.raw
raw
Pos_c_10Add_TP6_1_R2.mzML
raw
Pos_c_10Add_TP6_1_R2.raw
raw
Pos_c_10Add_TP6_1_R3.mzML
raw
Pos_c_10Add_TP6_1_R3.raw
raw
Pos_c_10_TP1_1_R1.mzML
raw
Pos_c_10_TP1_1_R1.raw
raw
Pos_c_10_TP1_1_R2.mzML
raw
Pos_c_10_TP1_1_R2.raw
raw
Pos_c_10_TP1_1_R3.mzML
raw
Pos_c_10_TP1_1_R3.raw
raw
Pos_c_10_TP2_1_R1.mzML
raw
Pos_c_10_TP2_1_R1.raw
raw
Pos_c_10_TP2_1_R2.mzML
raw
Pos_c_10_TP2_1_R2.raw
raw
Pos_c_10_TP2_1_R3.mzML
raw
Pos_c_10_TP2_1_R3.raw
raw
Pos_c_10_TP3_1_R1.mzML
raw
Pos_c_10_TP3_1_R1.raw
raw
Pos_c_10_TP3_1_R2.mzML
raw
Pos_c_10_TP3_1_R2.raw
raw
Pos_c_10_TP3_1_R3.raw
raw
Pos_c_10_TP4_1_R1.mzML
raw
Pos_c_10_TP4_1_R1.raw
raw
Pos_c_10_TP4_1_R2.mzML
raw
Pos_c_10_TP4_1_R2.raw
raw
Pos_c_10_TP4_1_R3.mzML
raw
Pos_c_10_TP4_1_R3.raw
raw
Pos_c_10_TP5_1_R1.mzML
raw
Pos_c_10_TP5_1_R1.raw
raw
Pos_c_10_TP5_1_R2.mzML
raw
Pos_c_10_TP5_1_R2.raw
raw
Pos_c_10_TP5_1_R3.raw
raw
Pos_c_10_TP6_1_R1.mzML
raw
Pos_c_10_TP6_1_R1.raw
raw
Pos_c_10_TP6_1_R2.mzML
raw
Pos_c_10_TP6_1_R2.raw
raw
Pos_c_10_TP6_1_R3.mzML
raw
Pos_c_10_TP6_1_R3.raw
raw
Pos_c_1_TP1_1_R1.mzML
raw
Pos_c_1_TP1_1_R1.raw
raw
Pos_c_1_TP1_1_R2.mzML
raw
Pos_c_1_TP1_1_R2.raw
raw
Pos_c_1_TP1_1_R3.mzML
raw
Pos_c_1_TP1_1_R3.raw
raw
Pos_c_1_TP2_1_R1.mzML
raw
Pos_c_1_TP2_1_R1.raw
raw
Pos_c_1_TP2_1_R2.raw
raw
Pos_c_1_TP2_1_R3.mzML
raw
Pos_c_1_TP2_1_R3.raw
raw
Pos_c_1_TP3_1_R1.mzML
raw
Pos_c_1_TP3_1_R1.raw
raw
Pos_c_1_TP3_1_R2.raw
raw
Pos_c_1_TP3_1_R3.mzML
raw
Pos_c_1_TP3_1_R3.raw
raw
Pos_c_1_TP4_1_R1.mzML
raw
Pos_c_1_TP4_1_R1.raw
raw
Pos_c_1_TP4_1_R2.mzML
raw
Pos_c_1_TP4_1_R2.raw
raw
Pos_c_1_TP4_1_R3.mzML
raw
Pos_c_1_TP4_1_R3.raw
raw
Pos_c_1_TP5_1_R1.mzML
raw
Pos_c_1_TP5_1_R1.raw
raw
Pos_c_1_TP5_1_R2.mzML
raw
Pos_c_1_TP5_1_R2.raw
raw
Pos_c_1_TP5_1_R3.mzML
raw
Pos_c_1_TP5_1_R3.raw
raw
Pos_c_1_TP6_1_R1.mzML
raw
Pos_c_1_TP6_1_R1.raw
raw
Pos_c_1_TP6_1_R2.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▍    | 1718/3150 [2:14:14<1:00:21,  2.53s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▍    | 1720/3150 [2:14:16<48:43,  2.04s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▍    | 1722/3150 [2:14:18<40:49,  1.72s/it]
raw
Pos_c_1_TP6_1_R2.raw
raw
Pos_c_1_TP6_1_R3.mzML
raw
Pos_c_1_TP6_1_R3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1109 rows!
Extracted information for 1109 samples.
Processing  ST002535
No raw data detected. Ignoring ST002535
Processing  ST002912
Initiating REDU-table generation for AN004782
Rest length is 22
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM640.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM641.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM642.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM643.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM644.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM645.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM646.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM647.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM648.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM649.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM650.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM651.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM652.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM653.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM654.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM655.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM656.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM657.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM658.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM659.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM660.raw
Dataset8_100nM_FA_Timecourse_MEL_HILIC.zip
Copy of 20222503_AM_MEL_Timecourse_HILIC_AM661.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST000386
No raw data detected. Ignoring ST000386
Processing  ST002724
Initiating REDU-table generation for AN004415
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AO_01.mzML
AO_02.mzML
AO_03.mzML
AO_13.mzML
AO_14.mzML
AO_15.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST001705
Initiating REDU-table generation for AN002777
Rest length is 256
raw file key found.
Initiating REDU-table generation for AN002778
Rest length is 256
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS_RCC
Negative
C001.raw
MS_RCC
Negative
C002.raw
MS_RCC
Negative
C003.raw
MS_RCC
Negative
C004.raw
MS_RCC
Negative
C005.raw
MS_RCC
Negative
C006.raw
MS_RCC
Negative
C007.raw
MS_RCC
Negative
C009.raw
MS_RCC
Negative
C011.raw
MS_RCC
Negative
C012.raw
MS_RCC
Negative
C013.raw
MS_RCC
Negative
C014.raw
MS_RCC
Negative
C015.raw
MS_RCC
Negative
C016.raw
MS_RCC
Negative
C018.raw
MS_RCC
Negative
C019.raw
MS_RCC
Negative
C020.raw
MS_RCC
Negative
C021.raw
MS_RCC
Negative
C022.raw
MS_RCC
Negative
C024.raw
MS_RCC
Negative
C025.raw
MS_RCC
Negative
C026.raw
MS_RCC
Negative
C027.raw
MS_RCC
Negative
C028.raw
MS_RCC
Negative
C030.raw
MS_RCC
Negative
C031.raw
MS_RCC
Negative
C033.raw
MS_RCC
Negative
C034.raw
MS_RCC
Negative
C036.raw
MS_RCC
Negative
C037.raw
MS_RCC
Negative
C038.raw
MS_RCC
Negative
C039.raw
MS_RCC
Negative
C040.raw
MS_RCC
Negative
C041.raw
MS_RCC
Negative
C043.raw
MS_RCC
Negative
C044.raw
MS_RCC
Negative
C045.raw
MS_RCC
Negative
C046.raw
MS_RCC
Negative
C047.raw
MS_RCC
Negative
C048.raw
MS_RCC
Negative
C049.raw
MS_RCC
Negative
C050.raw
MS_RCC
Negative
C051.raw
MS_RCC
Negative
C052.raw
MS_RCC
Negative
C053.raw
MS_RCC
Negative
C054.raw
MS_RCC
Negative
C057.raw
MS_RCC
Negative
C058.raw
MS_RCC
Negative
C059.raw
MS_RCC
Negative
C060.raw
MS_RCC
Negative
C061.raw
MS_RCC
Negative
C062.raw
MS_RCC
Negative
C063.raw
MS_RCC
Negative
C064.raw
MS_RCC
Negative
C065.raw
MS_RCC
Negative
C066.raw
MS_RCC
Negative
C070.raw
MS_RCC
Negative
C072.raw
MS_RCC
Negative
C073.raw
MS_RCC
Negative
C074.raw
MS_RCC
Negative
C076.raw
MS_RCC
Negative
C077.raw
MS_RCC
Negative
C078.raw
MS_RCC
Negative
C079.raw
MS_RCC
Negative
C081.raw
MS_RCC
Negative
C082.raw
MS_RCC
Negative
C083.raw
MS_RCC
Negative
C084.raw
MS_RCC
Negative
C085.raw
MS_RCC
Negative
C086.raw
MS_RCC
Negative
C087.raw
MS_RCC
Negative
C088.raw
MS_RCC
Negative
C089.raw
MS_RCC
Negative
C091.raw
MS_RCC
Negative
C092.raw
MS_RCC
Negative
C093.raw
MS_RCC
Negative
C095.raw
MS_RCC
Negative
C096.raw
MS_RCC
Negative
C097.raw
MS_RCC
Negative
C099.raw
MS_RCC
Negative
C101.raw
MS_RCC
Negative
C102.raw
MS_RCC
Negative
N001.raw
MS_RCC
Negative
N002.raw
MS_RCC
Negative
N003.raw
MS_RCC
Negative
N004.raw
MS_RCC
Negative
N005.raw
MS_RCC
Negative
N006.raw
MS_RCC
Negative
N007.raw
MS_RCC
Negative
N008.raw
MS_RCC
Negative
N009.raw
MS_RCC
Negative
N010.raw
MS_RCC
Negative
N011.raw
MS_RCC
Negative
N012.raw
MS_RCC
Negative
N013.raw
MS_RCC
Negative
N014.raw
MS_RCC
Negative
N015.raw
MS_RCC
Negative
N016.raw
MS_RCC
Negative
N017.raw
MS_RCC
Negative
N018.raw
MS_RCC
Negative
N019.raw
MS_RCC
Negative
N020.raw
MS_RCC
Negative
N021.raw
MS_RCC
Negative
N022.raw
MS_RCC
Negative
N023.raw
MS_RCC
Negative
N024.raw
MS_RCC
Negative
N025.raw
MS_RCC
Negative
N026.raw
MS_RCC
Negative
N027.raw
MS_RCC
Negative
N028.raw
MS_RCC
Negative
N029.raw
MS_RCC
Negative
N030.raw
MS_RCC
Negative
N031.raw
MS_RCC
Negative
N032.raw
MS_RCC
Negative
N033.raw
MS_RCC
Negative
N034.raw
MS_RCC
Negative
N035.raw
MS_RCC
Negative
N036.raw
MS_RCC
Negative
N037.raw
MS_RCC
Negative
N038.raw
MS_RCC
Negative
N039.raw
MS_RCC
Negative
N040.raw
MS_RCC
Negative
N041.raw
MS_RCC
Negative
N042.raw
MS_RCC
Negative
N043.raw
MS_RCC
Negative
N044.raw
MS_RCC
Negative
N045.raw
MS_RCC
Negative
N046.raw
MS_RCC
Negative
N047.raw
MS_RCC
Negative
N048.raw
MS_RCC
Negative
N049.raw
MS_RCC
Negative
N050.raw
MS_RCC
Negative
N051.raw
MS_RCC
Negative
N052.raw
MS_RCC
Negative
N053.raw
MS_RCC
Negative
N054.raw
MS_RCC
Negative
N055.raw
MS_RCC
Negative
N056.raw
MS_RCC
Negative
N057.raw
MS_RCC
Negative
N058.raw
MS_RCC
Negative
N059.raw
MS_RCC
Negative
N060.raw
MS_RCC
Negative
N062.raw
MS_RCC
Negative
N063.raw
MS_RCC
Negative
N064.raw
MS_RCC
Negative
N065.raw
MS_RCC
Negative
N066.raw
MS_RCC
Negative
N067.raw
MS_RCC
Negative
N068.raw
MS_RCC
Negative
N069.raw
MS_RCC
Negative
N070.raw
MS_RCC
Negative
N071.raw
MS_RCC
Negative
N072.raw
MS_RCC
Negative
N073.raw
MS_RCC
Negative
N074.raw
MS_RCC
Negative
N075.raw
MS_RCC
Negative
N076.raw
MS_RCC
Negative
N077.raw
MS_RCC
Negative
N078.raw
MS_RCC
Negative
N079.raw
MS_RCC
Negative
N080.raw
MS_RCC
Negative
N081.raw
MS_RCC
Negative
N082.raw
MS_RCC
Negative
N083.raw
MS_RCC
Negative
N084.raw
MS_RCC
Negative
N085.raw
MS_RCC
Negative
N086.raw
MS_RCC
Negative
N087.raw
MS_RCC
Negative
N088.raw
MS_RCC
Negative
N089.raw
MS_RCC
Negative
N090.raw
MS_RCC
Negative
N091.raw
MS_RCC
Negative
N092.raw
MS_RCC
Negative
N093.raw
MS_RCC
Negative
N094.raw
MS_RCC
Negative
N095.raw
MS_RCC
Negative
N096.raw
MS_RCC
Negative
N097.raw
MS_RCC
Negative
N098.raw
MS_RCC
Negative
N099.raw
MS_RCC
Negative
N100.raw
MS_RCC
Negative
N101.raw
MS_RCC
Negative
N102.raw
MS_RCC
Negative
N103.raw
MS_RCC
Negative
N105.raw
MS_RCC
Negative
N106.raw
MS_RCC
Negative
N107.raw
MS_RCC
Negative
N108.raw
MS_RCC
Negative
N109.raw
MS_RCC
Negative
N110.raw
MS_RCC
Negative
N111.raw
MS_RCC
Negative
N112.raw
MS_RCC
Negative
N113.raw
MS_RCC
Negative
N114.raw
MS_RCC
Negative
N115.raw
MS_RCC
Negative
N116.raw
MS_RCC
Negative
N117.raw
MS_RCC
Negative
N118.raw
MS_RCC
Negative
N119.raw
MS_RCC
Negative
N120.raw
MS_RCC
Negative
N121.raw
MS_RCC
Negative
N122.raw
MS_RCC
Negative
N123.raw
MS_RCC
Negative
N124.raw
MS_RCC
Negative
N125.raw
MS_RCC
Negative
N126.raw
MS_RCC
Negative
N127.raw
MS_RCC
Negative
N128.raw
MS_RCC
Negative
N129.raw
MS_RCC
Negative
N130.raw
MS_RCC
Negative
N131.raw
MS_RCC
Negative
N132.raw
MS_RCC
Negative
N133.raw
MS_RCC
Negative
N134.raw
MS_RCC
Negative
N135.raw
MS_RCC
Negative
N136.raw
MS_RCC
Negative
N137.raw
MS_RCC
Negative
N138.raw
MS_RCC
Negative
N139.raw
MS_RCC
Negative
N140.raw
MS_RCC
Negative
N141.raw
MS_RCC
Negative
N142.raw
MS_RCC
Negative
N143.raw
MS_RCC
Negative
N144.raw
MS_RCC
Negative
N145.raw
MS_RCC
Negative
N146.raw
MS_RCC
Negative
N147.raw
MS_RCC
Negative
N148.raw
MS_RCC
Negative
N150.raw
MS_RCC
Negative
N151.raw
MS_RCC
Negative
N152.raw
MS_RCC
Negative
N153.raw
MS_RCC
Negative
N154.raw
MS_RCC
Negative
N155.raw
MS_RCC
Negative
N156.raw
MS_RCC
Negative
N157.raw
MS_RCC
Negative
N158.raw
MS_RCC
Negative
N159.raw
MS_RCC
Negative
N160.raw
MS_RCC
Negative
N161.raw
MS_RCC
Negative
N162.raw
MS_RCC
Negative
N163.raw
MS_RCC
Negative
N164.raw
MS_RCC
Negative
N165.raw
MS_RCC
Negative
N166.raw
MS_RCC
Negative
N167.raw
MS_RCC
Negative
N168.raw
MS_RCC
Negative
N169.raw
MS_RCC
Negative
N170.raw
MS_RCC
Negative
N171.raw
MS_RCC
Negative
N172.raw
MS_RCC
Negative
N174.raw
MS_RCC
Negative
N175.raw
MS_RCC
Negative
N176.raw
MS_RCC
Negative
N177.raw
MS_RCC
Negative
N178.raw
MS_RCC
Positive
C001.raw
MS_RCC
Positive
C002.raw
MS_RCC
Positive
C003.raw
MS_RCC
Positive
C004.raw
MS_RCC
Positive
C005.raw
MS_RCC
Positive
C006.raw
MS_RCC
Positive
C007.raw
MS_RCC
Positive
C009.raw
MS_RCC
Positive
C011.raw
MS_RCC
Positive
C012.raw
MS_RCC
Positive
C013.raw
MS_RCC
Positive
C014.raw
MS_RCC
Positive
C015.raw
MS_RCC
Positive
C016.raw
MS_RCC
Positive
C018.raw
MS_RCC
Positive
C019.raw
MS_RCC
Positive
C020.raw
MS_RCC
Positive
C021.raw
MS_RCC
Positive
C022.raw
MS_RCC
Positive
C024.raw
MS_RCC
Positive
C025.raw
MS_RCC
Positive
C026.raw
MS_RCC
Positive
C027.raw
MS_RCC
Positive
C028.raw
MS_RCC
Positive
C030.raw
MS_RCC
Positive
C031.raw
MS_RCC
Positive
C033.raw
MS_RCC
Positive
C034.raw
MS_RCC
Positive
C036.raw
MS_RCC
Positive
C037.raw
MS_RCC
Positive
C038.raw
MS_RCC
Positive
C039.raw
MS_RCC
Positive
C040.raw
MS_RCC
Positive
C041.raw
MS_RCC
Positive
C043.raw
MS_RCC
Positive
C044.raw
MS_RCC
Positive
C045.raw
MS_RCC
Positive
C046.raw
MS_RCC
Positive
C047.raw
MS_RCC
Positive
C048.raw
MS_RCC
Positive
C049.raw
MS_RCC
Positive
C050.raw
MS_RCC
Positive
C051.raw
MS_RCC
Positive
C052.raw
MS_RCC
Positive
C053.raw
MS_RCC
Positive
C054.raw
MS_RCC
Positive
C057.raw
MS_RCC
Positive
C058.raw
MS_RCC
Positive
C059.raw
MS_RCC
Positive
C060.raw
MS_RCC
Positive
C061.raw
MS_RCC
Positive
C062.raw
MS_RCC
Positive
C063.raw
MS_RCC
Positive
C064.raw
MS_RCC
Positive
C065.raw
MS_RCC
Positive
C066.raw
MS_RCC
Positive
C070.raw
MS_RCC
Positive
C072.raw
MS_RCC
Positive
C073.raw
MS_RCC
Positive
C074.raw
MS_RCC
Positive
C076.raw
MS_RCC
Positive
C077.raw
MS_RCC
Positive
C078.raw
MS_RCC
Positive
C079.raw
MS_RCC
Positive
C081.raw
MS_RCC
Positive
C082.raw
MS_RCC
Positive
C083.raw
MS_RCC
Positive
C084.raw
MS_RCC
Positive
C085.raw
MS_RCC
Positive
C086.raw
MS_RCC
Positive
C087.raw
MS_RCC
Positive
C088.raw
MS_RCC
Positive
C089.raw
MS_RCC
Positive
C091.raw
MS_RCC
Positive
C092.raw
MS_RCC
Positive
C093.raw
MS_RCC
Positive
C095.raw
MS_RCC
Positive
C096.raw
MS_RCC
Positive
C097.raw
MS_RCC
Positive
C099.raw
MS_RCC
Positive
C101.raw
MS_RCC
Positive
C102.raw
MS_RCC
Positive
N001.raw
MS_RCC
Positive
N002.raw
MS_RCC
Positive
N003.raw
MS_RCC
Positive
N004.raw
MS_RCC
Positive
N005.raw
MS_RCC
Positive
N006.raw
MS_RCC
Positive
N007.raw
MS_RCC
Positive
N008.raw
MS_RCC
Positive
N009.raw
MS_RCC
Positive
N010.raw
MS_RCC
Positive
N011.raw
MS_RCC
Positive
N012.raw
MS_RCC
Positive
N013.raw
MS_RCC
Positive
N014.raw
MS_RCC
Positive
N015.raw
MS_RCC
Positive
N016.raw
MS_RCC
Positive
N017.raw
MS_RCC
Positive
N018.raw
MS_RCC
Positive
N019.raw
MS_RCC
Positive
N020.raw
MS_RCC
Positive
N021.raw
MS_RCC
Positive
N022.raw
MS_RCC
Positive
N023.raw
MS_RCC
Positive
N024.raw
MS_RCC
Positive
N025.raw
MS_RCC
Positive
N026.raw
MS_RCC
Positive
N027.raw
MS_RCC
Positive
N028.raw
MS_RCC
Positive
N029.raw
MS_RCC
Positive
N030.raw
MS_RCC
Positive
N031.raw
MS_RCC
Positive
N032.raw
MS_RCC
Positive
N033.raw
MS_RCC
Positive
N034.raw
MS_RCC
Positive
N035.raw
MS_RCC
Positive
N036.raw
MS_RCC
Positive
N037.raw
MS_RCC
Positive
N038.raw
MS_RCC
Positive
N039.raw
MS_RCC
Positive
N040.raw
MS_RCC
Positive
N041.raw
MS_RCC
Positive
N042.raw
MS_RCC
Positive
N043.raw
MS_RCC
Positive
N044.raw
MS_RCC
Positive
N045.raw
MS_RCC
Positive
N046.raw
MS_RCC
Positive
N047.raw
MS_RCC
Positive
N048.raw
MS_RCC
Positive
N049.raw
MS_RCC
Positive
N050.raw
MS_RCC
Positive
N051.raw
MS_RCC
Positive
N052.raw
MS_RCC
Positive
N053.raw
MS_RCC
Positive
N054.raw
MS_RCC
Positive
N055.raw
MS_RCC
Positive
N056.raw
MS_RCC
Positive
N057.raw
MS_RCC
Positive
N058.raw
MS_RCC
Positive
N059.raw
MS_RCC
Positive
N060.raw
MS_RCC
Positive
N062.raw
MS_RCC
Positive
N063.raw
MS_RCC
Positive
N064.raw
MS_RCC
Positive
N065.raw
MS_RCC
Positive
N066.raw
MS_RCC
Positive
N067.raw
MS_RCC
Positive
N068.raw
MS_RCC
Positive
N069.raw
MS_RCC
Positive
N070.raw
MS_RCC
Positive
N071.raw
MS_RCC
Positive
N072.raw
MS_RCC
Positive
N073.raw
MS_RCC
Positive
N074.raw
MS_RCC
Positive
N075.raw
MS_RCC
Positive
N076.raw
MS_RCC
Positive
N077.raw
MS_RCC
Positive
N078.raw
MS_RCC
Positive
N079.raw
MS_RCC
Positive
N080.raw
MS_RCC
Positive
N081.raw
MS_RCC
Positive
N082.raw
MS_RCC
Positive
N083.raw
MS_RCC
Positive
N084.raw
MS_RCC
Positive
N085.raw
MS_RCC
Positive
N086.raw
MS_RCC
Positive
N087.raw
MS_RCC
Positive
N088.raw
MS_RCC
Positive
N089.raw
MS_RCC
Positive
N090.raw
MS_RCC
Positive
N091.raw
MS_RCC
Positive
N092.raw
MS_RCC
Positive
N093.raw
MS_RCC
Positive
N094.raw
MS_RCC
Positive
N095.raw
MS_RCC
Positive
N096.raw
MS_RCC
Positive
N097.raw
MS_RCC
Positive
N098.raw
MS_RCC
Positive
N099.raw
MS_RCC
Positive
N100.raw
MS_RCC
Positive
N101.raw
MS_RCC
Positive
N102.raw
MS_RCC
Positive
N103.raw
MS_RCC
Positive
N105.raw
MS_RCC
Positive
N106.raw
MS_RCC
Positive
N107.raw
MS_RCC
Positive
N108.raw
MS_RCC
Positive
N109.raw
MS_RCC
Positive
N110.raw
MS_RCC
Positive
N111.raw
MS_RCC
Positive
N112.raw
MS_RCC
Positive
N113.raw
MS_RCC
Positive
N114.raw
MS_RCC
Positive
N115.raw
MS_RCC
Positive
N116.raw
MS_RCC
Positive
N117.raw
MS_RCC
Positive
N118.raw
MS_RCC
Positive
N119.raw
MS_RCC
Positive
N120.raw
MS_RCC
Positive
N121.raw
MS_RCC
Positive
N122.raw
MS_RCC
Positive
N123.raw
MS_RCC
Positive
N124.raw
MS_RCC
Positive
N125.raw
MS_RCC
Positive
N126.raw
MS_RCC
Positive
N127.raw
MS_RCC
Positive
N128.raw
MS_RCC
Positive
N129.raw
MS_RCC
Positive
N130.raw
MS_RCC
Positive
N131.raw
MS_RCC
Positive
N132.raw
MS_RCC
Positive
N133.raw
MS_RCC
Positive
N134.raw
MS_RCC
Positive
N135.raw
MS_RCC
Positive
N136.raw
MS_RCC
Positive
N137.raw
MS_RCC
Positive
N138.raw
MS_RCC
Positive
N139.raw
MS_RCC
Positive
N140.raw
MS_RCC
Positive
N141.raw
MS_RCC
Positive
N142.raw
MS_RCC
Positive
N143.raw
MS_RCC
Positive
N144.raw
MS_RCC
Positive
N145.raw
MS_RCC
Positive
N146.raw
MS_RCC
Positive
N147.raw
MS_RCC
Positive
N148.raw
MS_RCC
Positive
N150.raw
MS_RCC
Positive
N151.raw
MS_RCC
Positive
N152.raw
MS_RCC
Positive
N153.raw
MS_RCC
Positive
N154.raw
MS_RCC
Positive
N155.raw
MS_RCC
Positive
N156.raw
MS_RCC
Positive
N157.raw
MS_RCC
Positive
N158.raw
MS_RCC
Positive
N159.raw
MS_RCC
Positive
N160.raw
MS_RCC
Positive
N161.raw
MS_RCC
Positive
N162.raw
MS_RCC
Positive
N163.raw
MS_RCC
Positive
N164.raw
MS_RCC
Positive
N165.raw
MS_RCC
Positive
N166.raw
MS_RCC
Positive
N167.raw
MS_RCC
Positive
N168.raw
MS_RCC
Positive
N169.raw
MS_RCC
Positive
N170.raw
MS_RCC
Positive
N171.raw
MS_RCC
Positive
N172.raw
MS_RCC
Positive
N174.raw
MS_RCC
Positive/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▍    | 1723/3150 [2:14:24<1:00:17,  2.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▍    | 1725/3150 [2:14:28<53:37,  2.26s/it]  
 55%|█████▍    | 1728/3150 [2:14:28<32:14,  1.36s/it]
N175.raw
MS_RCC
Positive
N176.raw
MS_RCC
Positive
N177.raw
MS_RCC
Positive
N178.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 512 rows!
Extracted information for 512 samples.
Processing  ST003305
No raw data detected. Ignoring ST003305
Processing  ST002162
Initiating REDU-table generation for AN003542
Rest length is 44
raw file key found.
Initiating REDU-table generation for AN003543
Rest length is 44
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
6545_20201012_16_+_22.mzML
6545_20201012_17_+_20.mzML
6545_20201012_18_+_13.mzML
6545_20201012_19_+_15.mzML
6545_20201012_23_+_12.mzML
6545_20201012_24_+_21.mzML
6545_20201012_26_+_18.mzML
6545_20201012_27_+_31.mzML
6545_20201012_28_+_4.mzML
6545_20201012_29_+_1.mzML
6545_20201012_30_+_2.mzML
6545_20201012_31_+_10.mzML
6545_20201012_33_+_28.mzML
6545_20201012_34_+_5.mzML
6545_20201012_37_+_24.mzML
6545_20201012_38_+_3.mzML
6545_20201012_39_+_26.mzML
6545_20201012_41_+_14.mzML
6545_20201012_42_+_37.mzML
6545_20201012_44_+_29.mzML
6545_20201012_45_+_30.mzML
6545_20201012_46_+_9.mzML
6545_20201012_49_+_11.mzML
6545_20201012_50_+_7.mzML
6545_20201012_51_+_19.mzML
6545_20201012_52_+_17.mzML
6545_20201012_53_+_23.mzML
6545_20201012_55_+_27.mzML
6545_20201012_56_+_8.mzML
6545_20201012_57_+_16.mzML
6545_20201012_58_+_6.mzML
6545_20201012_59_+_25.mzML
6545_20201014_12_-_blank 00.mzML
6545_20201014_13_-_QC 00.mzML
6545_20201014_14_-_QC 01.mzML
6545_20201014_15_-_QC 02.mzML
6545_20201014_16_-_25.mzML
6545_20201014_17_-_6.mzML
6545_20201014_18_-_8.mzML
6545_20201014_19_-_16.mzML
6545_20201014_20_-_24.mzML
6545_20201014_22_-_13.mzML
6545_20201014_23_-_14.mzML
6545_20201014_24_-_10.mzML
6545_20201014_25_-_26.mzML
6545_20201014_26_-_15.mzML
6545_20201014_28_-_QC 03.mzML
6545_20201014_29_-_7.mzML
6545_20201014_30_-_30.mzML
6545_20201014_31_-_4.mzML
6545_20201014_33_-_blank 01.mzML
6545_20201014_34_-_21.mzML
6545_20201014_35_-_29.mzML
6545_20201014_36_-_19.mzML
6545_20201014_37_-_18.mzML
6545_20201014_38_-_28.mzML
6545_20201014_40_-_QC 04.mzML
6545_20201014_41_-_17.mzML
6545_20201014_42_-_1.mzML
6545_20201014_44_-_11.mzML
6545_20201014_45_-_blank 02.mzML
6545_20201014_46_-_23.mzML
6545_20201014_48_-_QC 05.mzML
6545_20201014_49_-_27.mzML
6545_20201014_50_-_3.mzML
6545_20201014_51_-_37.mzML
6545_20201014_52_-_20.mzML
6545_20201014_53_-_5.mzML
6545_20201014_55_-_31.mzML
6545_20201014_56_-_2.mzML
6545_20201014_57_-_9.mzML
6545_20201014_58_-_12.mzML
6545_20201014_59_-_22.mzML
6545_20201014_60_-_blank 03.mzML
6545_20201014_61_-_QC 06.mzML
6545_20201014_62_-_QC 07.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 76 rows!
Extracted information for 76 samples.
Processing  ST001208
No raw data detected. Ignoring ST001208
Processing  ST001103
No raw data detected. Ignoring ST001103
Processing  ST001278
Initiating REDU-table generation for AN002119
Rest length is 82
Adding raw data not present in REST for sample S0001_NEG named G27_neg_IS.raw
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST002262
No raw data detected. Ignoring ST002262
Processing  ST002878
Initiating REDU-table generation for AN004715
Rest length is 173
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004716
Rest length is 173
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dynamic Labelling 1
AK15-D9-B-01.RAW
Dynamic Labelling 1
AK15-D9-B-02.RAW
Dynamic Labelling 1
AK15-D9-B-03.RAW
Dynamic Labelling 1
AK15-D9-B-04.RAW
Dynamic Labelling 1
AK15-D9-B-05.RAW
Dynamic Labelling 1
AK15-D9-B-06.RAW
Dynamic Labelling 1
WT15-D3-B-01.RAW
Dynamic Labelling 1
WT15-D3-B-02.RAW
Dynamic Labelling 1
WT15-D3-B-03.RAW
Dynamic Labelling 1
WT15-D3-B-04.RAW
Dynamic Labelling 1
WT15-D3-B-05.RAW
Dynamic Labelling 1
WT15-D3-B-06.RAW
Dynamic Labelling 1
WT15-D4-B-01.RAW
Dynamic Labelling 1
WT15-D4-B-02.RAW
Dynamic Labelling 1
WT15-D4-B-03.RAW
Dynamic Labelling 1
WT15-D4-B-04.RAW
Dynamic Labelling 1
WT15-D4-B-05.RAW
Dynamic Labelling 1
WT15-D4-B-06.RAW
Dynamic Labelling 1
WT15-D6-B-01.RAW
Dynamic Labelling 1
WT15-D6-B-02.RAW
Dynamic Labelling 1
WT15-D6-B-03.RAW
Dynamic Labelling 1
WT15-D6-B-04.RAW
Dynamic Labelling 1
WT15-D6-B-05.RAW
Dynamic Labelling 1
WT15-D6-B-06.RAW
Dynamic Labelling 1
WT15-D7-B-01.RAW
Dynamic Labelling 1
WT15-D7-B-02.RAW
Dynamic Labelling 1
WT15-D7-B-04.RAW
Dynamic Labelling 1
WT15-D7-B-05.RAW
Dynamic Labelling 1
WT15-D7-B-06.RAW
Dynamic Labelling 2
AK15-D9-H-01.RAW
Dynamic Labelling 2
AK15-D9-H-02.RAW
Dynamic Labelling 2
AK15-D9-H-03.RAW
Dynamic Labelling 2
AK15-D9-H-04.RAW
Dynamic Labelling 2
AK15-D9-H-05.RAW
Dynamic Labelling 2
AK15-D9-H-06.RAW
Dynamic Labelling 2
WT15-D3-H-01.RAW
Dynamic Labelling 2
WT15-D3-H-02.RAW
Dynamic Labelling 2
WT15-D3-H-03.RAW
Dynamic Labelling 2
WT15-D3-H-04.RAW
Dynamic Labelling 2
WT15-D3-H-05.RAW
Dynamic Labelling 2
WT15-D3-H-06.RAW
Dynamic Labelling 2
WT15-D4-H-01.RAW
Dynamic Labelling 2
WT15-D4-H-02.RAW
Dynamic Labelling 2
WT15-D4-H-03.RAW
Dynamic Labelling 2
WT15-D4-H-04.RAW
Dynamic Labelling 2
WT15-D4-H-05.RAW
Dynamic Labelling 2
WT15-D4-H-06.RAW
Dynamic Labelling 2
WT15-D6-H-01.RAW
Dynamic Labelling 2
WT15-D6-H-02.RAW
Dynamic Labelling 2
WT15-D6-H-03.RAW
Dynamic Labelling 2
WT15-D6-H-04.RAW
Dynamic Labelling 2
WT15-D6-H-05.RAW
Dynamic Labelling 2
WT15-D6-H-06.RAW
Dynamic Labelling 2
WT15-D7-H-01.RAW
Dynamic Labelling 2
WT15-D7-H-02.RAW
Dynamic Labelling 2
WT15-D7-H-03.RAW
Dynamic Labelling 2
WT15-D7-H-04.RAW
Dynamic Labelling 2
WT15-D7-H-05.RAW
Dynamic Labelling 2
WT15-D7-H-06.RAW
Dynamic Labelling 3
AK15-D9-L-01.RAW
Dynamic Labelling 3
AK15-D9-L-02.RAW
Dynamic Labelling 3
AK15-D9-L-03.RAW
Dynamic Labelling 3
AK15-D9-L-04.RAW
Dynamic Labelling 3
AK15-D9-L-05.RAW
Dynamic Labelling 3
AK15-D9-L-06.RAW
Dynamic Labelling 3
WT15-D3-L-01.RAW
Dynamic Labelling 3
WT15-D3-L-02.RAW
Dynamic Labelling 3
WT15-D3-L-03.RAW
Dynamic Labelling 3
WT15-D3-L-04.RAW
Dynamic Labelling 3
WT15-D3-L-05.RAW
Dynamic Labelling 3
WT15-D3-L-06.RAW
Dynamic Labelling 3
WT15-D4-L-01.RAW
Dynamic Labelling 3
WT15-D4-L-02.RAW
Dynamic Labelling 3
WT15-D4-L-03.RAW
Dynamic Labelling 3
WT15-D4-L-04.RAW
Dynamic Labelling 3
WT15-D4-L-05.RAW
Dynamic Labelling 3
WT15-D4-L-06.RAW
Dynamic Labelling 3
WT15-D6-L-01.RAW
Dynamic Labelling 3
WT15-D6-L-02.RAW
Dynamic Labelling 3
WT15-D6-L-03.RAW
Dynamic Labelling 3
WT15-D6-L-04.RAW
Dynamic Labelling 3
WT15-D6-L-05.RAW
Dynamic Labelling 3
WT15-D6-L-06.RAW
Dynamic Labelling 3
WT15-D7-L-01.RAW
Dynamic Labelling 3
WT15-D7-L-02.RAW
Dynamic Labelling 3
WT15-D7-L-03.RAW
Dynamic Labelling 3
WT15-D7-L-04.RAW
Dynamic Labelling 3
WT15-D7-L-05.RAW
Dynamic Labelling 3
WT15-D7-L-06.RAW
Dynamic Labelling 4
AK15-D4-P-01.RAW
Dynamic Labelling 4
AK15-D4-P-02.RAW/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▍    | 1730/3150 [2:14:32<36:34,  1.55s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▌    | 1734/3150 [2:14:35<26:37,  1.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▌    | 1737/3150 [2:14:38<26:12,  1.11s/it]
Dynamic Labelling 4
AK15-D4-P-03.RAW
Dynamic Labelling 4
AK15-D4-P-04.RAW
Dynamic Labelling 4
AK15-D4-P-05.RAW
Dynamic Labelling 4
AK15-D4-P-06.RAW
Dynamic Labelling 4
AK15-D9-P-01.RAW
Dynamic Labelling 4
AK15-D9-P-02.RAW
Dynamic Labelling 4
AK15-D9-P-03.RAW
Dynamic Labelling 4
AK15-D9-P-04.RAW
Dynamic Labelling 4
AK15-D9-P-05.RAW
Dynamic Labelling 4
AK15-D9-P-06.RAW
Dynamic Labelling 4
WT15-D3-P-01.RAW
Dynamic Labelling 4
WT15-D3-P-02.RAW
Dynamic Labelling 4
WT15-D3-P-03.RAW
Dynamic Labelling 4
WT15-D3-P-04.RAW
Dynamic Labelling 4
WT15-D3-P-05.RAW
Dynamic Labelling 4
WT15-D3-P-06.RAW
Dynamic Labelling 4
WT15-D4-P-01.RAW
Dynamic Labelling 4
WT15-D4-P-02.RAW
Dynamic Labelling 4
WT15-D4-P-03.RAW
Dynamic Labelling 4
WT15-D4-P-04.RAW
Dynamic Labelling 4
WT15-D4-P-05.RAW
Dynamic Labelling 4
WT15-D4-P-06.RAW
Dynamic Labelling 4
WT15-D6-P-01.RAW
Dynamic Labelling 4
WT15-D6-P-02.RAW
Dynamic Labelling 4
WT15-D6-P-03.RAW
Dynamic Labelling 4
WT15-D6-P-04.RAW
Dynamic Labelling 4
WT15-D6-P-05.RAW
Dynamic Labelling 4
WT15-D6-P-06.RAW
Dynamic Labelling 4
WT15-D7-P-01.RAW
Dynamic Labelling 4
WT15-D7-P-02.RAW
Dynamic Labelling 4
WT15-D7-P-03.RAW
Dynamic Labelling 4
WT15-D7-P-04.RAW
Dynamic Labelling 4
WT15-D7-P-05.RAW
Dynamic Labelling 4
WT15-D7-P-06.RAW
Dynamic Labelling 5
AK15-D10-S-01.RAW
Dynamic Labelling 5
AK15-D10-S-02.RAW
Dynamic Labelling 5
AK15-D10-S-03.RAW
Dynamic Labelling 5
AK15-D10-S-04.RAW
Dynamic Labelling 5
AK15-D10-S-05.RAW
Dynamic Labelling 5
AK15-D4-S-01.RAW
Dynamic Labelling 5
AK15-D4-S-02.RAW
Dynamic Labelling 5
AK15-D4-S-03.RAW
Dynamic Labelling 5
AK15-D4-S-04.RAW
Dynamic Labelling 5
AK15-D4-S-05.RAW
Dynamic Labelling 5
AK15-D4-S-06.RAW
Dynamic Labelling 5
AK15-D8-S-01.RAW
Dynamic Labelling 5
AK15-D8-S-02.RAW
Dynamic Labelling 5
AK15-D8-S-03.RAW
Dynamic Labelling 5
AK15-D8-S-04.RAW
Dynamic Labelling 5
AK15-D8-S-05.RAW
Dynamic Labelling 5
AK15-D8-S-06.RAW
Dynamic Labelling 5
AK15-D9-S-01.RAW
Dynamic Labelling 5
AK15-D9-S-02.RAW
Dynamic Labelling 5
AK15-D9-S-03.RAW
Dynamic Labelling 5
AK15-D9-S-04.RAW
Dynamic Labelling 5
AK15-D9-S-05.RAW
Dynamic Labelling 5
AK15-D9-S-06.RAW
Dynamic Labelling 5
WT15-D3-S-01.RAW
Dynamic Labelling 6
WT15-D3-S-02.RAW
Dynamic Labelling 6
WT15-D3-S-03.RAW
Dynamic Labelling 6
WT15-D3-S-04.RAW
Dynamic Labelling 6
WT15-D3-S-05.RAW
Dynamic Labelling 6
WT15-D3-S-06.RAW
Dynamic Labelling 6
WT15-D4-S-01.RAW
Dynamic Labelling 6
WT15-D4-S-02.RAW
Dynamic Labelling 6
WT15-D4-S-03.RAW
Dynamic Labelling 6
WT15-D4-S-04.RAW
Dynamic Labelling 6
WT15-D4-S-05.RAW
Dynamic Labelling 6
WT15-D4-S-06.RAW
Dynamic Labelling 6
WT15-D6-S-01.RAW
Dynamic Labelling 6
WT15-D6-S-02.RAW
Dynamic Labelling 6
WT15-D6-S-03.RAW
Dynamic Labelling 6
WT15-D6-S-04.RAW
Dynamic Labelling 6
WT15-D6-S-05.RAW
Dynamic Labelling 6
WT15-D6-S-06.RAW
Dynamic Labelling 6
WT15-D7-S-01.RAW
Dynamic Labelling 6
WT15-D7-S-02.RAW
Dynamic Labelling 6
WT15-D7-S-03.RAW
Dynamic Labelling 6
WT15-D7-S-04.RAW
Dynamic Labelling 6
WT15-D7-S-05.RAW
Dynamic Labelling 6
WT15-D7-S-06.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 172 rows!
Extracted information for 172 samples.
Processing  ST001064
No raw data detected. Ignoring ST001064
Processing  ST002153
No raw data detected. Ignoring ST002153
Processing  ST001639
No raw data detected. Ignoring ST001639
Processing  ST002042
Initiating REDU-table generation for AN003393
Rest length is 57
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1dM_1.raw
1dM_10.raw
1dM_11.raw
1dM_12.raw
1dM_13.raw
1dM_2.raw
1dM_3.raw
1dM_4.raw
1dM_5.raw
1dM_6.raw
1dM_7.raw
1dM_8.raw
1dM_9.raw
1mM_1.raw
1mM_2.raw
1mM_3.raw
1mM_4.raw
1mM_5.raw
1wM_1.raw
1wM_2.raw
1wM_3.raw
1wM_4.raw
1wM_5.raw
1wM_6.raw
1wM_7.raw
6mM_1.raw
6mM_2.raw
6mM_3.raw
6mM_4.raw
6mM_5.raw
6mM_6.raw
6mS_1.raw
6mS_2.raw
6mS_3.raw
6mS_4.raw
N_1.raw
N_2.raw
N_3.raw
N_4.raw
N_5.raw
N_6.raw
N_7.raw
N_8.raw
sham_1.raw
sham_10.raw
sham_11.raw
sham_12.raw
sham_13.raw
sham_14.raw
sham_2.raw
sham_3.raw
sham_4.raw
sham_5.raw
sham_6.raw
sham_7.raw
sham_8.raw
sham_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 57 rows!
Extracted information for 57 samples.
Processing  ST000273
No raw data detected. Ignoring ST000273
Processing  ST003030
No raw data detected. Ignoring ST003030
Processing  ST003174
Initiating REDU-table generation for AN005209
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN005210
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
2023-11-14 01:04:02 .R..A       868352        90369  raw_files_13C
20231113TCA_NEG
00QC.wiff
2023-11-14 08:42:46 .R..A      1773568       217082  raw_files_13C
20231113TCA_pos
00QC.wiff
raw_files_13C
20231113TCA_NEG
00QC.mzML
raw_files_13C
20231113TCA_pos
00QC.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 4 rows!
Extracted information for 4 samples.
Processing  ST003222
No raw data detected. Ignoring ST003222
Processing  ST002551
Initiating REDU-table generation for AN004200
Rest length is 76
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004201
Rest length is 76
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
158618_1_CNTF_ONC_OS_14dpi_POS.mzXML
158618_1_CNTF_ONC_OS_7dpi_NEG.mzXML
158618_2_CNTF_CTL_OD_14dpi_POS.mzXML
158618_2_CNTF_CTL_OD_7dpi_NEG.mzXML
159200_1_GREENL_CTL_OD_14dpi_POS.mzXML
159200_1_GREENL_CTL_OD_7dpi_NEG.mzXML
159200_2_GREENL_ONC_OS_14dpi_POS.mzXML
159200_2_GREENL_ONC_OS_7dpi_NEG.mzXML
159200_3_GREENL_CTL_OD_14dpi_POS.mzXML
159200_3_GREENL_CTL_OD_7dpi_NEG.mzXML
159200_3_GREENL_ONC_OS_14dpi_POS.mzXML
159200_3_GREENL_ONC_OS_7dpi_NEG.mzXML
159201_1_CNTF_CTL_OD_14dpi_POS.mzXML
159201_1_CNTF_CTL_OD_7dpi_NEG.mzXML
159201_2_CNTF_ONC_OS_14dpi_POS.mzXML
159201_2_CNTF_ONC_OS_7dpi_NEG.mzXML
159201_3_CNTF_CTL_OD_14dpi_POS.mzXML
159201_3_CNTF_CTL_OD_7dpi_NEG.mzXML
159201_3_CNTF_ONC_OS_14dpi_POS.mzXML
159201_3_CNTF_ONC_OS_7dpi_NEG.mzXML
175516_1_GREENL_ONC_OS_14dpi_POS.mzXML
175516_1_GREENL_ONC_OS_7dpi_NEG.mzXML
175516_2_GREENL_CTL_OD_14dpi_POS.mzXML
175516_2_GREENL_CTL_OD_7dpi_NEG.mzXML
180968_1_GREENL_CTL_OD_7dpi_NEG.mzXML
180968_1_GREENL_CTL_OD_7dpi_POS.mzXML
180968_1_GREENL_ONC_OS_7dpi_NEG.mzXML
180968_1_GREENL_ONC_OS_7dpi_POS.mzXML
180968_2_GREENL_CTL_OD_7dpi_NEG.mzXML
180968_2_GREENL_CTL_OD_7dpi_POS.mzXML
180968_2_GREENL_ONC_OS_7dpi_NEG.mzXML
180968_2_GREENL_ONC_OS_7dpi_POS.mzXML
180968_3_GREENL_CTL_OD_7dpi_NEG.mzXML
180968_3_GREENL_CTL_OD_7dpi_POS.mzXML
180968_3_GREENL_ONC_OS_7dpi_NEG.mzXML
180968_3_GREENL_ONC_OS_7dpi_POS.mzXML
180969_1_CNTF_CTL_OD_7dpi_NEG.mzXML
180969_1_CNTF_CTL_OD_7dpi_POS.mzXML
180969_1_CNTF_ONC_OS_7dpi_NEG.mzXML
180969_1_CNTF_ONC_OS_7dpi_POS.mzXML
180969_2_CNTF_CTL_OD_7dpi_NEG.mzXML
180969_2_CNTF_CTL_OD_7dpi_POS.mzXML
180969_2_CNTF_ONC_OS_7dpi_NEG.mzXML
180969_2_CNTF_ONC_OS_7dpi_POS.mzXML
180969_3_CNTF_CTL_OD_7dpi_NEG.mzXML
180969_3_CNTF_CTL_OD_7dpi_POS.mzXML
180969_3_CNTF_ONC_OS_7dpi_NEG.mzXML
180969_3_CNTF_ONC_OS_7dpi_POS.mzXML
Extraction_Blank_1_NEG.mzXML
Extraction_Blank_1_POS.mzXML
Extraction_Blank_2_NEG.mzXML
Extraction_Blank_2_POS.mzXML
Pooled_QC1_NEG.mzXML
Pooled_QC1_POS.mzXML
Pooled_QC2_NEG.mzXML
Pooled_QC2_POS.mzXML
Pooled_QC3_NEG.mzXML
Pooled_QC3_POS.mzXML
Pooled_QC_4_NEG.mzXML
Pooled_QC_4_POS.mzXML
Pooled_QC_5_NEG.mzXML
Pooled_QC_5_POS.mzXML
Pooled_QC_MS2_1_NEG.mzXML
Pooled_QC_MS2_1_POS.mzXML
Pooled_QC_MS2_2_NEG.mzXML
Pooled_QC_MS2_2_POS.mzXML
Pooled_QC_MS2_3_POS.mzXML
Pooled_QC_MS2_4_NEG.mzXML
Pooled_QC_MS2_4_POS.mzXML
QC1_NEG.mzXML
QC1_POS.mzXML
System_Suitability_Blank_2_NEG.mzXML
System_Suitability_Blank_2_POS.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▌    | 1739/3150 [2:14:42<29:53,  1.27s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▌    | 1740/3150 [2:16:38<7:00:23, 17.89s/it]
System_Suitability_Blank_NEG.mzXML
System_Suitability_Blank_POS.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 75 rows!
Extracted information for 75 samples.
Processing  ST003017
Initiating REDU-table generation for AN004950
Rest length is 67
raw file key found.
Initiating REDU-table generation for AN004951
Rest length is 67
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Manatee_plasma_lipidomics_2021
FullScan_QC01_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_QC02_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_QC03_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp01_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp01_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp02_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp02_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp03_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp03_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp04_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp04_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp05_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp05_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp06_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp06_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp07_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp07_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp08_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp08_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp09_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp09_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp10_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp10_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp11_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp11_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp12_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp12_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp13_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp13_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp15_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp15_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp16_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp16_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp17_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp17_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp18_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp18_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp19_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp19_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp20_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp20_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp21_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp21_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp22_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp22_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp23_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp23_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp24_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp24_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp25_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp25_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp26_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp26_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp27_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp27_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp28_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp28_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp29_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp29_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp30_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp30_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp31_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp31_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp32_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp32_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp33_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp33_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp34_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp34_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp35_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp35_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp36_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp36_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp39_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp39_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp40_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp40_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp41_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp41_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp52_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp52_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp53_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp53_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp54_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp54_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp57_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp57_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp58_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp58_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp60_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp60_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp61_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp61_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp62_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp62_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp63_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp63_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp64_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp64_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp65_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp65_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp66_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp66_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp67_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp67_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp68_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp68_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp69_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp69_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp70_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp70_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp71_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp71_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp72_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp72_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp73_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Sp73_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target01_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target01_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target02_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target02_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target03_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target03_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target04_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target04_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target05_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target05_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target06_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target06_pos.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target07_neg.mzXML
Manatee_plasma_lipidomics_2021
FullScan_Target07_pos.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 131 rows!
Extracted information for 131 samples.
Processing  ST000662
No raw data detected. Ignoring ST000662
Processing  ST003082
Initiating REDU-table generation for AN005040
Rest length is 48/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▌    | 1742/3150 [2:16:41<5:06:56, 13.08s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▌    | 1743/3150 [2:16:43<4:22:24, 11.19s/it]
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP927.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP928.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP929.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP930.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP931.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP932.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP933.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP934.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP935.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP936.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP937.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP938_pool1x.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP938_pool1x_20210916103742.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP938_pool1x_20210916141938.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP939_pool03x.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP940_pool01x.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP940_pool01x_20210916152305.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_blank5.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_blank6.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_blank7.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP941.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP942.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP943.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP944.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP945.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP946.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP947.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP948.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP949.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP950.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP951.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP952.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP953.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP954.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP955.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP956.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP957_eS_pool1xa.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP957_eS_pool1xb.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP957_eS_pool1xc.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP958_eS_pool03x.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP959_eS_pool01x.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP959_eS_pool01xa.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP960_mS_pool1xa.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP960_mS_pool1xb.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP960_mS_pool1xc.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP961_mS_pool03x.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP962_mS_pool01x.raw
20210916_QEF1_HILIC_mS_eS_PolyIC_BP962_mS_pool01xa.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002397
Initiating REDU-table generation for AN003904
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LC-MS raw data
u0.027_pool1_PS.raw
LC-MS raw data
u0.051_pool1_PS.raw
LC-MS raw data
u0.118_pool1_PS.raw
LC-MS raw data
u0.154_pool1_PS.raw
LC-MS raw data
u0.207_pool1_PS.raw
LC-MS raw data
u0.249_pool1_PS.raw
LC-MS raw data
u0.316_pool1_PS.raw
LC-MS raw data
u0.355_pool1_PS.raw
LC-MS raw data
u0.385_pool1_PS.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST000913
No raw data detected. Ignoring ST000913
Processing  ST002276
Initiating REDU-table generation for AN003719
Rest length is 459
raw file key found.
Initiating REDU-table generation for AN003720
Rest length is 459
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DKO raw data for submission
Negative
N15_T20.raw
DKO raw data for submission
Negative
NC10_T1.raw
DKO raw data for submission
Negative
NC10_T10.raw
DKO raw data for submission
Negative
NC10_T11.raw
DKO raw data for submission
Negative
NC10_T12.raw
DKO raw data for submission
Negative
NC10_T13.raw
DKO raw data for submission
Negative
NC10_T14.raw
DKO raw data for submission
Negative
NC10_T15.raw
DKO raw data for submission
Negative
NC10_T16.raw
DKO raw data for submission
Negative
NC10_T17.raw
DKO raw data for submission
Negative
NC10_T18.raw
DKO raw data for submission
Negative
NC10_T2.raw
DKO raw data for submission
Negative
NC10_T3.raw
DKO raw data for submission
Negative
NC10_T4.raw
DKO raw data for submission
Negative
NC10_T5.raw
DKO raw data for submission
Negative
NC10_T6.raw
DKO raw data for submission
Negative
NC10_T7.raw
DKO raw data for submission
Negative
NC10_T9.raw
DKO raw data for submission
Negative
NC11_T1.raw
DKO raw data for submission
Negative
NC11_T10.raw
DKO raw data for submission
Negative
NC11_T11.raw
DKO raw data for submission
Negative
NC11_T12.raw
DKO raw data for submission
Negative
NC11_T13.raw
DKO raw data for submission
Negative
NC11_T14.raw
DKO raw data for submission
Negative
NC11_T15.raw
DKO raw data for submission
Negative
NC11_T16.raw
DKO raw data for submission
Negative
NC11_T17.raw
DKO raw data for submission
Negative
NC11_T18.raw
DKO raw data for submission
Negative
NC11_T2.raw
DKO raw data for submission
Negative
NC11_T3.raw
DKO raw data for submission
Negative
NC11_T4.raw
DKO raw data for submission
Negative
NC11_T5.raw
DKO raw data for submission
Negative
NC11_T6.raw
DKO raw data for submission
Negative
NC11_T7.raw
DKO raw data for submission
Negative
NC11_T8.raw
DKO raw data for submission
Negative
NC11_T9.raw
DKO raw data for submission
Negative
NC13_T1.raw
DKO raw data for submission
Negative
NC13_T10.raw
DKO raw data for submission
Negative
NC13_T11.raw
DKO raw data for submission
Negative
NC13_T12.raw
DKO raw data for submission
Negative
NC13_T13.raw
DKO raw data for submission
Negative
NC13_T14.raw
DKO raw data for submission
Negative
NC13_T2.raw
DKO raw data for submission
Negative
NC13_T3.raw
DKO raw data for submission
Negative
NC13_T4.raw
DKO raw data for submission
Negative
NC13_T5.raw
DKO raw data for submission
Negative
NC13_T6.raw
DKO raw data for submission
Negative
NC13_T7.raw
DKO raw data for submission
Negative
NC13_T8.raw
DKO raw data for submission
Negative
NC13_T9.raw
DKO raw data for submission
Negative
NC15_T1.raw
DKO raw data for submission
Negative
NC15_T10.raw
DKO raw data for submission
Negative
NC15_T11.raw
DKO raw data for submission
Negative
NC15_T12.raw
DKO raw data for submission
Negative
NC15_T13.raw
DKO raw data for submission
Negative
NC15_T14.raw
DKO raw data for submission
Negative
NC15_T15.raw
DKO raw data for submission
Negative
NC15_T16.raw
DKO raw data for submission
Negative
NC15_T18.raw
DKO raw data for submission
Negative
NC15_T2.raw
DKO raw data for submission
Negative
NC15_T3.raw
DKO raw data for submission
Negative
NC15_T4.raw
DKO raw data for submission
Negative
NC15_T5.raw
DKO raw data for submission
Negative
NC15_T6.raw
DKO raw data for submission
Negative
NC15_T7.raw
DKO raw data for submission
Negative
NC15_T8.raw
DKO raw data for submission
Negative
NC15_T9.raw
DKO raw data for submission
Negative
NC16_T1.raw
DKO raw data for submission
Negative
NC16_T10.raw
DKO raw data for submission
Negative
NC16_T11.raw
DKO raw data for submission
Negative
NC16_T12.raw
DKO raw data for submission
Negative
NC16_T13.raw
DKO raw data for submission
Negative
NC16_T14.raw
DKO raw data for submission
Negative
NC16_T15.raw
DKO raw data for submission
Negative
NC16_T16.raw
DKO raw data for submission
Negative
NC16_T18.raw
DKO raw data for submission
Negative
NC16_T2.raw
DKO raw data for submission
Negative
NC16_T20.raw
DKO raw data for submission
Negative
NC16_T3.raw
DKO raw data for submission
Negative
NC16_T4.raw
DKO raw data for submission
Negative
NC16_T5.raw
DKO raw data for submission
Negative
NC16_T6.raw
DKO raw data for submission
Negative
NC16_T7.raw
DKO raw data for submission
Negative
NC16_T8.raw
DKO raw data for submission
Negative
NC16_T9.raw
DKO raw data for submission
Negative
NC17_T1.raw
DKO raw data for submission
Negative
NC17_T10.raw
DKO raw data for submission
Negative
NC17_T11.raw
DKO raw data for submission
Negative
NC17_T12.raw
DKO raw data for submission
Negative
NC17_T13.raw
DKO raw data for submission
Negative
NC17_T14.raw
DKO raw data for submission
Negative
NC17_T15.raw
DKO raw data for submission
Negative
NC17_T16.raw
DKO raw data for submission
Negative
NC17_T17.raw
DKO raw data for submission
Negative
NC17_T18.raw
DKO raw data for submission
Negative
NC17_T2.raw
DKO raw data for submission
Negative
NC17_T20.raw
DKO raw data for submission
Negative
NC17_T3.raw
DKO raw data for submission
Negative
NC17_T4.raw
DKO raw data for submission
Negative
NC17_T5.raw
DKO raw data for submission
Negative
NC17_T6.raw
DKO raw data for submission
Negative
NC17_T7.raw
DKO raw data for submission
Negative
NC17_T8.raw
DKO raw data for submission
Negative
NC17_T9.raw
DKO raw data for submission
Negative
NC19_T1.raw
DKO raw data for submission
Negative
NC19_T10.raw
DKO raw data for submission
Negative
NC19_T11.raw
DKO raw data for submission
Negative
NC19_T12.raw
DKO raw data for submission
Negative
NC19_T2.raw
DKO raw data for submission
Negative
NC19_T3.raw
DKO raw data for submission
Negative
NC19_T4.raw
DKO raw data for submission
Negative
NC19_T5.raw
DKO raw data for submission
Negative
NC19_T6.raw
DKO raw data for submission
Negative
NC19_T7.raw
DKO raw data for submission
Negative
NC19_T8.raw
DKO raw data for submission
Negative
NC19_T9.raw
DKO raw data for submission
Negative
NC1_T1.raw
DKO raw data for submission
Negative
NC1_T10.raw
DKO raw data for submission
Negative
NC1_T11.raw
DKO raw data for submission
Negative
NC1_T12.raw
DKO raw data for submission
Negative
NC1_T13.raw
DKO raw data for submission
Negative
NC1_T2.raw
DKO raw data for submission
Negative
NC1_T3.raw
DKO raw data for submission
Negative
NC1_T4.raw
DKO raw data for submission
Negative
NC1_T5.raw
DKO raw data for submission
Negative
NC1_T6.raw
DKO raw data for submission
Negative
NC1_T7.raw
DKO raw data for submission
Negative
NC1_T8.raw
DKO raw data for submission
Negative
NC1_T9.raw
DKO raw data for submission
Negative
NC20_T1.raw
DKO raw data for submission
Negative
NC20_T10.raw
DKO raw data for submission
Negative
NC20_T11.raw
DKO raw data for submission
Negative
NC20_T2.raw
DKO raw data for submission
Negative
NC20_T3.raw
DKO raw data for submission
Negative
NC20_T4.raw
DKO raw data for submission
Negative
NC20_T5.raw
DKO raw data for submission
Negative
NC20_T6.raw
DKO raw data for submission
Negative
NC20_T7.raw
DKO raw data for submission
Negative
NC20_T8.raw
DKO raw data for submission
Negative
NC20_T9.raw
DKO raw data for submission
Negative
NC2_T1.raw
DKO raw data for submission
Negative
NC2_T10.raw
DKO raw data for submission
Negative
NC2_T11.raw
DKO raw data for submission
Negative
NC2_T12.raw
DKO raw data for submission
Negative
NC2_T13.raw
DKO raw data for submission
Negative
NC2_T2.raw
DKO raw data for submission
Negative
NC2_T3.raw
DKO raw data for submission
Negative
NC2_T4.raw
DKO raw data for submission
Negative
NC2_T5.raw
DKO raw data for submission
Negative
NC2_T6.raw
DKO raw data for submission
Negative
NC2_T7.raw
DKO raw data for submission
Negative
NC2_T8.raw
DKO raw data for submission
Negative
NC2_T9.raw
DKO raw data for submission
Negative
NC4_T1.raw
DKO raw data for submission
Negative
NC4_T10.raw
DKO raw data for submission
Negative
NC4_T11.raw
DKO raw data for submission
Negative
NC4_T12.raw
DKO raw data for submission
Negative
NC4_T13.raw
DKO raw data for submission
Negative
NC4_T14.raw
DKO raw data for submission
Negative
NC4_T15.raw
DKO raw data for submission
Negative
NC4_T16.raw
DKO raw data for submission
Negative
NC4_T17.raw
DKO raw data for submission
Negative
NC4_T18.raw
DKO raw data for submission
Negative
NC4_T19.raw
DKO raw data for submission
Negative
NC4_T2.raw
DKO raw data for submission
Negative
NC4_T3.raw
DKO raw data for submission
Negative
NC4_T4.raw
DKO raw data for submission
Negative
NC4_T5.raw
DKO raw data for submission
Negative
NC4_T6.raw
DKO raw data for submission
Negative
NC4_T7.raw
DKO raw data for submission
Negative
NC4_T8.raw
DKO raw data for submission
Negative
NC4_T9.raw
DKO raw data for submission
Negative
NC6_T1.raw
DKO raw data for submission
Negative
NC6_T10.raw
DKO raw data for submission
Negative
NC6_T11.raw
DKO raw data for submission
Negative
NC6_T12.raw
DKO raw data for submission
Negative
NC6_T13.raw
DKO raw data for submission
Negative
NC6_T14.raw
DKO raw data for submission
Negative
NC6_T15.raw
DKO raw data for submission
Negative
NC6_T16.raw
DKO raw data for submission
Negative
NC6_T17.raw
DKO raw data for submission
Negative
NC6_T18.raw
DKO raw data for submission
Negative
NC6_T19.raw
DKO raw data for submission
Negative
NC6_T2.raw
DKO raw data for submission
Negative
NC6_T3.raw
DKO raw data for submission
Negative
NC6_T4.raw
DKO raw data for submission
Negative
NC6_T5.raw
DKO raw data for submission
Negative
NC6_T6.raw
DKO raw data for submission
Negative
NC6_T7.raw
DKO raw data for submission
Negative
NC6_T8.raw
DKO raw data for submission
Negative
NC6_T9.raw
DKO raw data for submission
Negative
NC7_T1.raw
DKO raw data for submission
Negative
NC7_T10.raw
DKO raw data for submission
Negative
NC7_T11.raw
DKO raw data for submission
Negative
NC7_T12.raw
DKO raw data for submission
Negative
NC7_T13.raw
DKO raw data for submission
Negative
NC7_T14.raw
DKO raw data for submission
Negative
NC7_T15.raw
DKO raw data for submission
Negative
NC7_T16.raw
DKO raw data for submission
Negative
NC7_T17.raw
DKO raw data for submission
Negative
NC7_T18.raw
DKO raw data for submission
Negative
NC7_T19.raw
DKO raw data for submission
Negative
NC7_T2.raw
DKO raw data for submission
Negative
NC7_T3.raw
DKO raw data for submission
Negative
NC7_T4.raw
DKO raw data for submission
Negative
NC7_T5.raw
DKO raw data for submission
Negative
NC7_T6.raw
DKO raw data for submission
Negative
NC7_T7.raw
DKO raw data for submission
Negative
NC7_T8.raw
DKO raw data for submission
Negative
NC7_T9.raw
DKO raw data for submission
Negative
NC8_T1.raw
DKO raw data for submission
Negative
NC8_T10.raw
DKO raw data for submission
Negative
NC8_T11.raw
DKO raw data for submission
Negative
NC8_T12.raw
DKO raw data for submission
Negative
NC8_T13.raw
DKO raw data for submission
Negative
NC8_T15.raw
DKO raw data for submission
Negative
NC8_T2.raw
DKO raw data for submission
Negative
NC8_T3.raw
DKO raw data for submission
Negative
NC8_T4.raw
DKO raw data for submission
Negative
NC8_T5.raw
DKO raw data for submission
Negative
NC8_T6.raw
DKO raw data for submission
Negative
NC8_T7.raw
DKO raw data for submission
Negative
NC8_T8.raw
DKO raw data for submission
Negative
NC8_T9.raw
DKO raw data for submission
Negative
NC9_T1.raw
DKO raw data for submission
Negative
NC9_T10.raw
DKO raw data for submission
Negative
NC9_T11.raw
DKO raw data for submission
Negative
NC9_T12.raw
DKO raw data for submission
Negative
NC9_T13.raw
DKO raw data for submission
Negative
NC9_T15.raw
DKO raw data for submission
Negative
NC9_T2.raw
DKO raw data for submission
Negative
NC9_T3.raw
DKO raw data for submission
Negative
NC9_T4.raw
DKO raw data for submission
Negative
NC9_T5.raw
DKO raw data for submission
Negative
NC9_T6.raw
DKO raw data for submission
Negative
NC9_T7.raw
DKO raw data for submission
Negative
NC9_T8.raw
DKO raw data for submission
Negative
NC9_T9.raw
DKO raw data for submission
Negative
P11_T1.raw
DKO raw data for submission
Negative
P11_T10.raw
DKO raw data for submission
Negative
P11_T11.raw
DKO raw data for submission
Negative
P11_T12.raw
DKO raw data for submission
Negative
P11_T2.raw
DKO raw data for submission
Negative
P11_T3.raw
DKO raw data for submission
Negative
P11_T4.raw
DKO raw data for submission
Negative
P11_T5.raw
DKO raw data for submission
Negative
P11_T6.raw
DKO raw data for submission
Negative
P11_T7.raw
DKO raw data for submission
Negative
P11_T8.raw
DKO raw data for submission
Negative
P11_T9.raw
DKO raw data for submission
Negative
P12_T1.raw
DKO raw data for submission
Negative
P12_T10.raw
DKO raw data for submission
Negative
P12_T11.raw
DKO raw data for submission
Negative
P12_T12.raw
DKO raw data for submission
Negative
P12_T13.raw
DKO raw data for submission
Negative
P12_T14.raw
DKO raw data for submission
Negative
P12_T2.raw
DKO raw data for submission
Negative
P12_T3.raw
DKO raw data for submission
Negative
P12_T4.raw
DKO raw data for submission
Negative
P12_T5.raw
DKO raw data for submission
Negative
P12_T6.raw
DKO raw data for submission
Negative
P12_T7.raw
DKO raw data for submission
Negative
P12_T8.raw
DKO raw data for submission
Negative
P12_T9.raw
DKO raw data for submission
Negative
P15_T1.raw
DKO raw data for submission
Negative
P15_T10.raw
DKO raw data for submission
Negative
P15_T11.raw
DKO raw data for submission
Negative
P15_T12.raw
DKO raw data for submission
Negative
P15_T13.raw
DKO raw data for submission
Negative
P15_T14.raw
DKO raw data for submission
Negative
P15_T15.raw
DKO raw data for submission
Negative
P15_T16.raw
DKO raw data for submission
Negative
P15_T17.raw
DKO raw data for submission
Negative
P15_T2.raw
DKO raw data for submission
Negative
P15_T3.raw
DKO raw data for submission
Negative
P15_T4.raw
DKO raw data for submission
Negative
P15_T5.raw
DKO raw data for submission
Negative
P15_T6.raw
DKO raw data for submission
Negative
P15_T7.raw
DKO raw data for submission
Negative
P15_T8.raw
DKO raw data for submission
Negative
P15_T9.raw
DKO raw data for submission
Negative
P16_T1.raw
DKO raw data for submission
Negative
P16_T10.raw
DKO raw data for submission
Negative
P16_T11.raw
DKO raw data for submission
Negative
P16_T12.raw
DKO raw data for submission
Negative
P16_T2.raw
DKO raw data for submission
Negative
P16_T3.raw
DKO raw data for submission
Negative
P16_T4.raw
DKO raw data for submission
Negative
P16_T5.raw
DKO raw data for submission
Negative
P16_T6.raw
DKO raw data for submission
Negative
P16_T7.raw
DKO raw data for submission
Negative
P16_T8.raw
DKO raw data for submission
Negative
P16_T9.raw
DKO raw data for submission
Negative
P18_T1.raw
DKO raw data for submission
Negative
P18_T10.raw
DKO raw data for submission
Negative
P18_T11.raw
DKO raw data for submission
Negative
P18_T12.raw
DKO raw data for submission
Negative
P18_T13.raw
DKO raw data for submission
Negative
P18_T14.raw
DKO raw data for submission
Negative
P18_T15.raw
DKO raw data for submission
Negative
P18_T16.raw
DKO raw data for submission
Negative
P18_T17.raw
DKO raw data for submission
Negative
P18_T18.raw
DKO raw data for submission
Negative
P18_T2.raw
DKO raw data for submission
Negative
P18_T20.raw
DKO raw data for submission
Negative
P18_T3.raw
DKO raw data for submission
Negative
P18_T4.raw
DKO raw data for submission
Negative
P18_T5.raw
DKO raw data for submission
Negative
P18_T6.raw
DKO raw data for submission
Negative
P18_T7.raw
DKO raw data for submission
Negative
P18_T8.raw
DKO raw data for submission
Negative
P18_T9.raw
DKO raw data for submission
Negative
P19_T1.raw
DKO raw data for submission
Negative
P19_T10.raw
DKO raw data for submission
Negative
P19_T11.raw
DKO raw data for submission
Negative
P19_T12.raw
DKO raw data for submission
Negative
P19_T13.raw
DKO raw data for submission
Negative
P19_T2.raw
DKO raw data for submission
Negative
P19_T3.raw
DKO raw data for submission
Negative
P19_T4.raw
DKO raw data for submission
Negative
P19_T5.raw
DKO raw data for submission
Negative
P19_T6.raw
DKO raw data for submission
Negative
P19_T7.raw
DKO raw data for submission
Negative
P19_T8.raw
DKO raw data for submission
Negative
P19_T9.raw
DKO raw data for submission
Negative
P21_T1.raw
DKO raw data for submission
Negative
P21_T10.raw
DKO raw data for submission
Negative
P21_T11.raw
DKO raw data for submission
Negative
P21_T12.raw
DKO raw data for submission
Negative
P21_T13.raw
DKO raw data for submission
Negative
P21_T14.raw
DKO raw data for submission
Negative
P21_T15.raw
DKO raw data for submission
Negative
P21_T16.raw
DKO raw data for submission
Negative
P21_T17.raw
DKO raw data for submission
Negative
P21_T18.raw
DKO raw data for submission
Negative
P21_T2.raw
DKO raw data for submission
Negative
P21_T20.raw
DKO raw data for submission
Negative
P21_T3.raw
DKO raw data for submission
Negative
P21_T4.raw
DKO raw data for submission
Negative
P21_T5.raw
DKO raw data for submission
Negative
P21_T6.raw
DKO raw data for submission
Negative
P21_T7.raw
DKO raw data for submission
Negative
P21_T8.raw
DKO raw data for submission
Negative
P21_T9.raw
DKO raw data for submission
Negative
P22_T1.raw
DKO raw data for submission
Negative
P22_T10.raw
DKO raw data for submission
Negative
P22_T11.raw
DKO raw data for submission
Negative
P22_T12.raw
DKO raw data for submission
Negative
P22_T13.raw
DKO raw data for submission
Negative
P22_T14.raw
DKO raw data for submission
Negative
P22_T15.raw
DKO raw data for submission
Negative
P22_T16.raw
DKO raw data for submission
Negative
P22_T17.raw
DKO raw data for submission
Negative
P22_T18.raw
DKO raw data for submission
Negative
P22_T2.raw
DKO raw data for submission
Negative
P22_T20.raw
DKO raw data for submission
Negative
P22_T3.raw
DKO raw data for submission
Negative
P22_T4.raw
DKO raw data for submission
Negative
P22_T5.raw
DKO raw data for submission
Negative
P22_T6.raw
DKO raw data for submission
Negative
P22_T7.raw
DKO raw data for submission
Negative
P22_T8.raw
DKO raw data for submission
Negative
P22_T9.raw
DKO raw data for submission
Negative
P2_T1.raw
DKO raw data for submission
Negative
P2_T10.raw
DKO raw data for submission
Negative
P2_T11.raw
DKO raw data for submission
Negative
P2_T12.raw
DKO raw data for submission
Negative
P2_T2.raw
DKO raw data for submission
Negative
P2_T3.raw
DKO raw data for submission
Negative
P2_T4.raw
DKO raw data for submission
Negative
P2_T5.raw
DKO raw data for submission
Negative
P2_T6.raw
DKO raw data for submission
Negative
P2_T7.raw
DKO raw data for submission
Negative
P2_T8.raw
DKO raw data for submission
Negative
P2_T9.raw
DKO raw data for submission
Negative
P3_T1.raw
DKO raw data for submission
Negative
P3_T10.raw
DKO raw data for submission
Negative
P3_T11.raw
DKO raw data for submission
Negative
P3_T12.raw
DKO raw data for submission
Negative
P3_T13.raw
DKO raw data for submission
Negative
P3_T2.raw
DKO raw data for submission
Negative
P3_T3.raw
DKO raw data for submission
Negative
P3_T4.raw
DKO raw data for submission
Negative
P3_T5.raw
DKO raw data for submission
Negative
P3_T6.raw
DKO raw data for submission
Negative
P3_T7.raw
DKO raw data for submission
Negative
P3_T8.raw
DKO raw data for submission
Negative
P3_T9.raw
DKO raw data for submission
Negative
P5_T1.raw
DKO raw data for submission
Negative
P5_T10.raw
DKO raw data for submission
Negative
P5_T11.raw
DKO raw data for submission
Negative
P5_T12.raw
DKO raw data for submission
Negative
P5_T2.raw
DKO raw data for submission
Negative
P5_T3.raw
DKO raw data for submission
Negative
P5_T4.raw
DKO raw data for submission
Negative
P5_T5.raw
DKO raw data for submission
Negative
P5_T6.raw
DKO raw data for submission
Negative
P5_T7.raw
DKO raw data for submission
Negative
P5_T8.raw
DKO raw data for submission
Negative
P5_T9.raw
DKO raw data for submission
Negative
P6_T1.raw
DKO raw data for submission
Negative
P6_T10.raw
DKO raw data for submission
Negative
P6_T11.raw
DKO raw data for submission
Negative
P6_T12.raw
DKO raw data for submission
Negative
P6_T2.raw
DKO raw data for submission
Negative
P6_T3.raw
DKO raw data for submission
Negative
P6_T4.raw
DKO raw data for submission
Negative
P6_T5.raw
DKO raw data for submission
Negative
P6_T6.raw
DKO raw data for submission
Negative
P6_T7.raw
DKO raw data for submission
Negative
P6_T8.raw
DKO raw data for submission
Negative
P6_T9.raw
DKO raw data for submission
Negative
P7_T1.raw
DKO raw data for submission
Negative
P7_T10.raw
DKO raw data for submission
Negative
P7_T11.raw
DKO raw data for submission
Negative
P7_T2.raw
DKO raw data for submission
Negative
P7_T3.raw
DKO raw data for submission
Negative
P7_T4.raw
DKO raw data for submission
Negative
P7_T5.raw
DKO raw data for submission
Negative
P7_T6.raw
DKO raw data for submission
Negative
P7_T7.raw
DKO raw data for submission
Negative
P7_T8.raw
DKO raw data for submission
Negative
P7_T9.raw
DKO raw data for submission
Negative
P8_T1.raw
DKO raw data for submission
Negative
P8_T10.raw
DKO raw data for submission
Negative
P8_T11.raw
DKO raw data for submission
Negative
P8_T12.raw
DKO raw data for submission
Negative
P8_T13.raw
DKO raw data for submission
Negative
P8_T14.raw
DKO raw data for submission
Negative
P8_T15.raw
DKO raw data for submission
Negative
P8_T16.raw
DKO raw data for submission
Negative
P8_T17.raw
DKO raw data for submission
Negative
P8_T18.raw
DKO raw data for submission
Negative
P8_T19.raw
DKO raw data for submission
Negative
P8_T2.raw
DKO raw data for submission
Negative
P8_T3.raw
DKO raw data for submission
Negative
P8_T4.raw
DKO raw data for submission
Negative
P8_T5.raw
DKO raw data for submission
Negative
P8_T6.raw
DKO raw data for submission
Negative
P8_T7.raw
DKO raw data for submission
Negative
P8_T8.raw
DKO raw data for submission
Negative
P8_T9.raw
DKO raw data for submission
Negative
P9_T1.raw
DKO raw data for submission
Negative
P9_T10.raw
DKO raw data for submission
Negative
P9_T11.raw
DKO raw data for submission
Negative
P9_T12.raw
DKO raw data for submission
Negative
P9_T13.raw
DKO raw data for submission
Negative
P9_T14.raw
DKO raw data for submission
Negative
P9_T15.raw
DKO raw data for submission
Negative
P9_T16.raw
DKO raw data for submission
Negative
P9_T17.raw
DKO raw data for submission
Negative
P9_T2.raw
DKO raw data for submission
Negative
P9_T3.raw
DKO raw data for submission
Negative
P9_T4.raw
DKO raw data for submission
Negative
P9_T5.raw
DKO raw data for submission
Negative
P9_T6.raw
DKO raw data for submission
Negative
P9_T7.raw
DKO raw data for submission
Negative
P9_T8.raw
DKO raw data for submission
Negative
P9_T9.raw
DKO raw data for submission
Positive
N15_T20.raw
DKO raw data for submission
Positive
NC10_T1.raw
DKO raw data for submission
Positive
NC10_T10.raw
DKO raw data for submission
Positive
NC10_T11.raw
DKO raw data for submission
Positive
NC10_T12.raw
DKO raw data for submission
Positive
NC10_T13.raw
DKO raw data for submission
Positive
NC10_T14.raw
DKO raw data for submission
Positive
NC10_T15.raw
DKO raw data for submission
Positive
NC10_T16.raw
DKO raw data for submission
Positive
NC10_T17.raw
DKO raw data for submission
Positive
NC10_T18.raw
DKO raw data for submission
Positive
NC10_T2.raw
DKO raw data for submission
Positive
NC10_T3.raw
DKO raw data for submission
Positive
NC10_T4.raw
DKO raw data for submission
Positive
NC10_T5.raw
DKO raw data for submission
Positive
NC10_T6.raw
DKO raw data for submission
Positive
NC10_T7.raw
DKO raw data for submission
Positive
NC10_T9.raw
DKO raw data for submission
Positive
NC11_T1.raw
DKO raw data for submission
Positive
NC11_T10.raw
DKO raw data for submission
Positive
NC11_T11.raw
DKO raw data for submission
Positive
NC11_T12.raw
DKO raw data for submission
Positive
NC11_T13.raw
DKO raw data for submission
Positive
NC11_T14.raw
DKO raw data for submission
Positive
NC11_T15.raw
DKO raw data for submission
Positive
NC11_T16.raw
DKO raw data for submission
Positive
NC11_T17.raw
DKO raw data for submission
Positive
NC11_T18.raw
DKO raw data for submission
Positive
NC11_T2.raw
DKO raw data for submission
Positive
NC11_T3.raw
DKO raw data for submission
Positive
NC11_T4.raw
DKO raw data for submission
Positive
NC11_T5.raw
DKO raw data for submission
Positive
NC11_T6.raw
DKO raw data for submission
Positive
NC11_T7.raw
DKO raw data for submission
Positive
NC11_T8.raw
DKO raw data for submission
Positive
NC11_T9.raw
DKO raw data for submission
Positive
NC13_T1.raw
DKO raw data for submission
Positive
NC13_T10.raw
DKO raw data for submission
Positive
NC13_T11.raw
DKO raw data for submission
Positive
NC13_T12.raw
DKO raw data for submission
Positive
NC13_T13.raw
DKO raw data for submission
Positive
NC13_T14.raw
DKO raw data for submission
Positive
NC13_T2.raw
DKO raw data for submission
Positive
NC13_T3.raw
DKO raw data for submission
Positive
NC13_T4.raw
DKO raw data for submission
Positive
NC13_T5.raw
DKO raw data for submission
Positive
NC13_T6.raw
DKO raw data for submission
Positive
NC13_T7.raw
DKO raw data for submission
Positive
NC13_T8.raw
DKO raw data for submission
Positive
NC13_T9.raw
DKO raw data for submission
Positive
NC15_T1.raw
DKO raw data for submission
Positive
NC15_T10.raw
DKO raw data for submission
Positive
NC15_T11.raw
DKO raw data for submission
Positive
NC15_T12.raw
DKO raw data for submission
Positive
NC15_T13.raw
DKO raw data for submission
Positive
NC15_T14.raw
DKO raw data for submission
Positive
NC15_T15.raw
DKO raw data for submission
Positive
NC15_T16.raw
DKO raw data for submission
Positive
NC15_T18.raw
DKO raw data for submission
Positive
NC15_T2.raw
DKO raw data for submission
Positive
NC15_T3.raw
DKO raw data for submission
Positive
NC15_T4.raw
DKO raw data for submission
Positive
NC15_T5.raw
DKO raw data for submission
Positive
NC15_T6.raw
DKO raw data for submission
Positive
NC15_T7.raw
DKO raw data for submission
Positive
NC15_T8.raw
DKO raw data for submission
Positive
NC15_T9.raw
DKO raw data for submission
Positive
NC16_T1.raw
DKO raw data for submission
Positive
NC16_T10.raw
DKO raw data for submission
Positive
NC16_T11.raw
DKO raw data for submission
Positive
NC16_T12.raw
DKO raw data for submission
Positive
NC16_T13.raw
DKO raw data for submission
Positive
NC16_T14.raw
DKO raw data for submission
Positive
NC16_T15.raw
DKO raw data for submission
Positive
NC16_T16.raw
DKO raw data for submission
Positive
NC16_T18.raw
DKO raw data for submission
Positive
NC16_T2.raw
DKO raw data for submission
Positive
NC16_T20.raw
DKO raw data for submission
Positive
NC16_T3.raw
DKO raw data for submission
Positive
NC16_T4.raw
DKO raw data for submission
Positive
NC16_T5.raw
DKO raw data for submission
Positive
NC16_T6.raw
DKO raw data for submission
Positive
NC16_T7.raw
DKO raw data for submission
Positive
NC16_T8.raw
DKO raw data for submission
Positive
NC16_T9.raw
DKO raw data for submission
Positive
NC17_T1.raw
DKO raw data for submission
Positive
NC17_T10.raw
DKO raw data for submission
Positive
NC17_T11.raw
DKO raw data for submission
Positive
NC17_T12.raw
DKO raw data for submission
Positive
NC17_T13.raw
DKO raw data for submission
Positive
NC17_T14.raw
DKO raw data for submission
Positive
NC17_T15.raw
DKO raw data for submission
Positive
NC17_T16.raw
DKO raw data for submission
Positive
NC17_T17.raw
DKO raw data for submission
Positive
NC17_T18.raw
DKO raw data for submission
Positive
NC17_T2.raw
DKO raw data for submission
Positive
NC17_T20.raw
DKO raw data for submission
Positive
NC17_T3.raw
DKO raw data for submission
Positive
NC17_T4.raw
DKO raw data for submission
Positive
NC17_T5.raw
DKO raw data for submission
Positive
NC17_T6.raw
DKO raw data for submission
Positive
NC17_T7.raw
DKO raw data for submission
Positive
NC17_T8.raw
DKO raw data for submission
Positive
NC17_T9.raw
DKO raw data for submission
Positive
NC19_T1.raw
DKO raw data for submission
Positive
NC19_T10.raw
DKO raw data for submission
Positive
NC19_T11.raw
DKO raw data for submission
Positive
NC19_T12.raw
DKO raw data for submission
Positive
NC19_T2.raw
DKO raw data for submission
Positive
NC19_T3.raw
DKO raw data for submission
Positive
NC19_T4.raw
DKO raw data for submission
Positive
NC19_T5.raw
DKO raw data for submission
Positive
NC19_T6.raw
DKO raw data for submission
Positive
NC19_T7.raw
DKO raw data for submission
Positive
NC19_T8.raw
DKO raw data for submission
Positive
NC19_T9.raw
DKO raw data for submission
Positive
NC1_T1.raw
DKO raw data for submission
Positive
NC1_T10.raw
DKO raw data for submission
Positive
NC1_T11.raw
DKO raw data for submission
Positive
NC1_T12.raw
DKO raw data for submission
Positive
NC1_T13.raw
DKO raw data for submission
Positive
NC1_T2.raw
DKO raw data for submission
Positive
NC1_T3.raw
DKO raw data for submission
Positive
NC1_T4.raw
DKO raw data for submission
Positive
NC1_T5.raw
DKO raw data for submission
Positive
NC1_T6.raw
DKO raw data for submission
Positive
NC1_T7.raw
DKO raw data for submission
Positive
NC1_T8.raw
DKO raw data for submission
Positive
NC1_T9.raw
DKO raw data for submission
Positive
NC20_T1.raw
DKO raw data for submission
Positive
NC20_T10.raw
DKO raw data for submission
Positive
NC20_T11.raw
DKO raw data for submission
Positive
NC20_T2.raw
DKO raw data for submission
Positive
NC20_T3.raw
DKO raw data for submission
Positive
NC20_T4.raw
DKO raw data for submission
Positive
NC20_T5.raw
DKO raw data for submission
Positive
NC20_T6.raw
DKO raw data for submission
Positive
NC20_T7.raw
DKO raw data for submission
Positive
NC20_T8.raw
DKO raw data for submission
Positive
NC20_T9.raw
DKO raw data for submission
Positive
NC2_T1.raw
DKO raw data for submission
Positive
NC2_T10.raw
DKO raw data for submission
Positive
NC2_T11.raw
DKO raw data for submission
Positive
NC2_T12.raw
DKO raw data for submission
Positive
NC2_T13.raw
DKO raw data for submission
Positive
NC2_T2.raw
DKO raw data for submission
Positive
NC2_T3.raw
DKO raw data for submission
Positive
NC2_T4.raw
DKO raw data for submission
Positive
NC2_T5.raw
DKO raw data for submission
Positive
NC2_T6.raw
DKO raw data for submission
Positive
NC2_T7.raw
DKO raw data for submission
Positive
NC2_T8.raw
DKO raw data for submission
Positive
NC2_T9.raw
DKO raw data for submission
Positive
NC4_T1.raw
DKO raw data for submission
Positive
NC4_T10.raw
DKO raw data for submission
Positive
NC4_T11.raw
DKO raw data for submission
Positive
NC4_T12.raw
DKO raw data for submission
Positive
NC4_T13.raw
DKO raw data for submission
Positive
NC4_T14.raw
DKO raw data for submission
Positive
NC4_T15.raw
DKO raw data for submission
Positive
NC4_T16.raw
DKO raw data for submission
Positive
NC4_T17.raw
DKO raw data for submission
Positive
NC4_T18.raw
DKO raw data for submission
Positive
NC4_T19.raw
DKO raw data for submission
Positive
NC4_T2.raw
DKO raw data for submission
Positive
NC4_T3.raw
DKO raw data for submission
Positive
NC4_T4.raw
DKO raw data for submission
Positive
NC4_T5.raw
DKO raw data for submission
Positive
NC4_T6.raw
DKO raw data for submission
Positive
NC4_T7.raw
DKO raw data for submission
Positive
NC4_T8.raw
DKO raw data for submission
Positive
NC4_T9.raw
DKO raw data for submission
Positive
NC6_T1.raw
DKO raw data for submission
Positive
NC6_T10.raw
DKO raw data for submission
Positive
NC6_T11.raw
DKO raw data for submission
Positive
NC6_T12.raw
DKO raw data for submission
Positive
NC6_T13.raw
DKO raw data for submission
Positive
NC6_T14.raw
DKO raw data for submission
Positive
NC6_T15.raw
DKO raw data for submission
Positive
NC6_T16.raw
DKO raw data for submission
Positive
NC6_T17.raw
DKO raw data for submission
Positive
NC6_T18.raw
DKO raw data for submission
Positive
NC6_T19.raw
DKO raw data for submission
Positive
NC6_T2.raw
DKO raw data for submission
Positive
NC6_T3.raw
DKO raw data for submission
Positive
NC6_T4.raw
DKO raw data for submission
Positive
NC6_T5.raw
DKO raw data for submission
Positive
NC6_T6.raw
DKO raw data for submission
Positive
NC6_T7.raw
DKO raw data for submission
Positive
NC6_T8.raw
DKO raw data for submission
Positive
NC6_T9.raw
DKO raw data for submission
Positive
NC7_T1.raw
DKO raw data for submission
Positive
NC7_T10.raw
DKO raw data for submission
Positive
NC7_T11.raw
DKO raw data for submission
Positive
NC7_T12.raw
DKO raw data for submission
Positive
NC7_T13.raw
DKO raw data for submission
Positive
NC7_T14.raw
DKO raw data for submission
Positive
NC7_T15.raw
DKO raw data for submission
Positive
NC7_T16.raw
DKO raw data for submission
Positive
NC7_T17.raw
DKO raw data for submission
Positive
NC7_T18.raw
DKO raw data for submission
Positive
NC7_T19.raw
DKO raw data for submission
Positive
NC7_T2.raw
DKO raw data for submission
Positive
NC7_T3.raw
DKO raw data for submission
Positive
NC7_T4.raw
DKO raw data for submission
Positive
NC7_T5.raw
DKO raw data for submission
Positive
NC7_T6.raw
DKO raw data for submission
Positive
NC7_T7.raw
DKO raw data for submission
Positive
NC7_T8.raw
DKO raw data for submission
Positive
NC7_T9.raw
DKO raw data for submission
Positive
NC8_T1.raw
DKO raw data for submission
Positive
NC8_T10.raw
DKO raw data for submission
Positive
NC8_T11.raw
DKO raw data for submission
Positive
NC8_T12.raw
DKO raw data for submission
Positive
NC8_T13.raw
DKO raw data for submission
Positive
NC8_T15.raw
DKO raw data for submission
Positive
NC8_T2.raw
DKO raw data for submission
Positive
NC8_T3.raw
DKO raw data for submission
Positive
NC8_T4.raw
DKO raw data for submission
Positive
NC8_T5.raw
DKO raw data for submission
Positive
NC8_T6.raw
DKO raw data for submission
Positive
NC8_T7.raw
DKO raw data for submission
Positive
NC8_T8.raw
DKO raw data for submission
Positive
NC8_T9.raw
DKO raw data for submission
Positive
NC9_T1.raw
DKO raw data for submission
Positive
NC9_T10.raw
DKO raw data for submission
Positive
NC9_T11.raw
DKO raw data for submission
Positive
NC9_T12.raw
DKO raw data for submission
Positive
NC9_T13.raw
DKO raw data for submission
Positive
NC9_T15.raw
DKO raw data for submission
Positive
NC9_T2.raw
DKO raw data for submission
Positive
NC9_T3.raw
DKO raw data for submission
Positive
NC9_T4.raw
DKO raw data for submission
Positive
NC9_T5.raw
DKO raw data for submission
Positive
NC9_T6.raw
DKO raw data for submission
Positive
NC9_T7.raw
DKO raw data for submission
Positive
NC9_T8.raw
DKO raw data for submission
Positive
NC9_T9.raw
DKO raw data for submission
Positive
P11_T1.raw
DKO raw data for submission
Positive
P11_T10.raw
DKO raw data for submission
Positive
P11_T11.raw
DKO raw data for submission
Positive
P11_T12.raw
DKO raw data for submission
Positive
P11_T2.raw
DKO raw data for submission
Positive
P11_T3.raw
DKO raw data for submission
Positive
P11_T4.raw
DKO raw data for submission
Positive
P11_T5.raw
DKO raw data for submission
Positive
P11_T6.raw
DKO raw data for submission
Positive
P11_T7.raw
DKO raw data for submission
Positive
P11_T8.raw
DKO raw data for submission
Positive
P11_T9.raw
DKO raw data for submission
Positive
P12_T1.raw
DKO raw data for submission
Positive
P12_T10.raw
DKO raw data for submission
Positive
P12_T11.raw
DKO raw data for submission
Positive
P12_T12.raw
DKO raw data for submission
Positive
P12_T13.raw
DKO raw data for submission
Positive
P12_T14.raw
DKO raw data for submission
Positive
P12_T2.raw
DKO raw data for submission
Positive
P12_T3.raw
DKO raw data for submission
Positive
P12_T4.raw
DKO raw data for submission
Positive
P12_T5.raw
DKO raw data for submission
Positive
P12_T6.raw
DKO raw data for submission
Positive
P12_T7.raw
DKO raw data for submission
Positive
P12_T8.raw
DKO raw data for submission
Positive
P12_T9.raw
DKO raw data for submission
Positive
P15_T1.raw
DKO raw data for submission
Positive
P15_T10.raw
DKO raw data for submission
Positive
P15_T11.raw
DKO raw data for submission
Positive
P15_T12.raw
DKO raw data for submission
Positive
P15_T13.raw
DKO raw data for submission
Positive
P15_T14.raw
DKO raw data for submission
Positive
P15_T15.raw
DKO raw data for submission
Positive
P15_T16.raw
DKO raw data for submission
Positive
P15_T17.raw
DKO raw data for submission
Positive
P15_T2.raw
DKO raw data for submission
Positive
P15_T3.raw
DKO raw data for submission
Positive
P15_T4.raw
DKO raw data for submission
Positive
P15_T5.raw
DKO raw data for submission
Positive
P15_T6.raw
DKO raw data for submission
Positive
P15_T7.raw
DKO raw data for submission
Positive
P15_T8.raw
DKO raw data for submission
Positive
P15_T9.raw
DKO raw data for submission
Positive
P16_T1.raw
DKO raw data for submission
Positive
P16_T10.raw
DKO raw data for submission
Positive
P16_T11.raw
DKO raw data for submission
Positive
P16_T12.raw
DKO raw data for submission
Positive
P16_T2.raw
DKO raw data for submission
Positive
P16_T3.raw
DKO raw data for submission
Positive
P16_T4.raw
DKO raw data for submission
Positive
P16_T5.raw
DKO raw data for submission
Positive
P16_T6.raw
DKO raw data for submission
Positive
P16_T7.raw
DKO raw data for submission
Positive
P16_T8.raw
DKO raw data for submission
Positive
P16_T9.raw
DKO raw data for submission
Positive
P18_T1.raw
DKO raw data for submission
Positive
P18_T10.raw
DKO raw data for submission
Positive
P18_T11.raw
DKO raw data for submission
Positive
P18_T12.raw
DKO raw data for submission
Positive
P18_T13.raw
DKO raw data for submission
Positive
P18_T14.raw
DKO raw data for submission
Positive
P18_T15.raw
DKO raw data for submission
Positive
P18_T16.raw
DKO raw data for submission
Positive
P18_T17.raw
DKO raw data for submission
Positive
P18_T18.raw
DKO raw data for submission
Positive
P18_T2.raw
DKO raw data for submission
Positive
P18_T20.raw
DKO raw data for submission/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▌    | 1745/3150 [2:16:52<3:31:47,  9.04s/it]
Positive
P18_T3.raw
DKO raw data for submission
Positive
P18_T4.raw
DKO raw data for submission
Positive
P18_T5.raw
DKO raw data for submission
Positive
P18_T6.raw
DKO raw data for submission
Positive
P18_T7.raw
DKO raw data for submission
Positive
P18_T8.raw
DKO raw data for submission
Positive
P18_T9.raw
DKO raw data for submission
Positive
P19_T1.raw
DKO raw data for submission
Positive
P19_T10.raw
DKO raw data for submission
Positive
P19_T11.raw
DKO raw data for submission
Positive
P19_T12.raw
DKO raw data for submission
Positive
P19_T13.raw
DKO raw data for submission
Positive
P19_T2.raw
DKO raw data for submission
Positive
P19_T3.raw
DKO raw data for submission
Positive
P19_T4.raw
DKO raw data for submission
Positive
P19_T5.raw
DKO raw data for submission
Positive
P19_T6.raw
DKO raw data for submission
Positive
P19_T7.raw
DKO raw data for submission
Positive
P19_T8.raw
DKO raw data for submission
Positive
P19_T9.raw
DKO raw data for submission
Positive
P21_T1.raw
DKO raw data for submission
Positive
P21_T10.raw
DKO raw data for submission
Positive
P21_T11.raw
DKO raw data for submission
Positive
P21_T12.raw
DKO raw data for submission
Positive
P21_T13.raw
DKO raw data for submission
Positive
P21_T14.raw
DKO raw data for submission
Positive
P21_T15.raw
DKO raw data for submission
Positive
P21_T16.raw
DKO raw data for submission
Positive
P21_T17.raw
DKO raw data for submission
Positive
P21_T18.raw
DKO raw data for submission
Positive
P21_T2.raw
DKO raw data for submission
Positive
P21_T20.raw
DKO raw data for submission
Positive
P21_T3.raw
DKO raw data for submission
Positive
P21_T4.raw
DKO raw data for submission
Positive
P21_T5.raw
DKO raw data for submission
Positive
P21_T6.raw
DKO raw data for submission
Positive
P21_T7.raw
DKO raw data for submission
Positive
P21_T8.raw
DKO raw data for submission
Positive
P21_T9.raw
DKO raw data for submission
Positive
P22_T1.raw
DKO raw data for submission
Positive
P22_T10.raw
DKO raw data for submission
Positive
P22_T11.raw
DKO raw data for submission
Positive
P22_T12.raw
DKO raw data for submission
Positive
P22_T13.raw
DKO raw data for submission
Positive
P22_T14.raw
DKO raw data for submission
Positive
P22_T15.raw
DKO raw data for submission
Positive
P22_T16.raw
DKO raw data for submission
Positive
P22_T17.raw
DKO raw data for submission
Positive
P22_T18.raw
DKO raw data for submission
Positive
P22_T2.raw
DKO raw data for submission
Positive
P22_T20.raw
DKO raw data for submission
Positive
P22_T3.raw
DKO raw data for submission
Positive
P22_T4.raw
DKO raw data for submission
Positive
P22_T5.raw
DKO raw data for submission
Positive
P22_T6.raw
DKO raw data for submission
Positive
P22_T7.raw
DKO raw data for submission
Positive
P22_T8.raw
DKO raw data for submission
Positive
P22_T9.raw
DKO raw data for submission
Positive
P2_T1.raw
DKO raw data for submission
Positive
P2_T10.raw
DKO raw data for submission
Positive
P2_T11.raw
DKO raw data for submission
Positive
P2_T12.raw
DKO raw data for submission
Positive
P2_T2.raw
DKO raw data for submission
Positive
P2_T3.raw
DKO raw data for submission
Positive
P2_T4.raw
DKO raw data for submission
Positive
P2_T5.raw
DKO raw data for submission
Positive
P2_T6.raw
DKO raw data for submission
Positive
P2_T7.raw
DKO raw data for submission
Positive
P2_T8.raw
DKO raw data for submission
Positive
P2_T9.raw
DKO raw data for submission
Positive
P3_T1.raw
DKO raw data for submission
Positive
P3_T10.raw
DKO raw data for submission
Positive
P3_T11.raw
DKO raw data for submission
Positive
P3_T12.raw
DKO raw data for submission
Positive
P3_T13.raw
DKO raw data for submission
Positive
P3_T2.raw
DKO raw data for submission
Positive
P3_T3.raw
DKO raw data for submission
Positive
P3_T4.raw
DKO raw data for submission
Positive
P3_T5.raw
DKO raw data for submission
Positive
P3_T6.raw
DKO raw data for submission
Positive
P3_T7.raw
DKO raw data for submission
Positive
P3_T8.raw
DKO raw data for submission
Positive
P3_T9.raw
DKO raw data for submission
Positive
P5_T1.raw
DKO raw data for submission
Positive
P5_T10.raw
DKO raw data for submission
Positive
P5_T11.raw
DKO raw data for submission
Positive
P5_T12.raw
DKO raw data for submission
Positive
P5_T2.raw
DKO raw data for submission
Positive
P5_T3.raw
DKO raw data for submission
Positive
P5_T4.raw
DKO raw data for submission
Positive
P5_T5.raw
DKO raw data for submission
Positive
P5_T6.raw
DKO raw data for submission
Positive
P5_T7.raw
DKO raw data for submission
Positive
P5_T8.raw
DKO raw data for submission
Positive
P5_T9.raw
DKO raw data for submission
Positive
P6_T1.raw
DKO raw data for submission
Positive
P6_T10.raw
DKO raw data for submission
Positive
P6_T11.raw
DKO raw data for submission
Positive
P6_T12.raw
DKO raw data for submission
Positive
P6_T2.raw
DKO raw data for submission
Positive
P6_T3.raw
DKO raw data for submission
Positive
P6_T4.raw
DKO raw data for submission
Positive
P6_T5.raw
DKO raw data for submission
Positive
P6_T6.raw
DKO raw data for submission
Positive
P6_T7.raw
DKO raw data for submission
Positive
P6_T8.raw
DKO raw data for submission
Positive
P6_T9.raw
DKO raw data for submission
Positive
P7_T1.raw
DKO raw data for submission
Positive
P7_T10.raw
DKO raw data for submission
Positive
P7_T11.raw
DKO raw data for submission
Positive
P7_T2.raw
DKO raw data for submission
Positive
P7_T3.raw
DKO raw data for submission
Positive
P7_T4.raw
DKO raw data for submission
Positive
P7_T5.raw
DKO raw data for submission
Positive
P7_T6.raw
DKO raw data for submission
Positive
P7_T7.raw
DKO raw data for submission
Positive
P7_T8.raw
DKO raw data for submission
Positive
P7_T9.raw
DKO raw data for submission
Positive
P8_T1.raw
DKO raw data for submission
Positive
P8_T10.raw
DKO raw data for submission
Positive
P8_T11.raw
DKO raw data for submission
Positive
P8_T12.raw
DKO raw data for submission
Positive
P8_T13.raw
DKO raw data for submission
Positive
P8_T14.raw
DKO raw data for submission
Positive
P8_T15.raw
DKO raw data for submission
Positive
P8_T16.raw
DKO raw data for submission
Positive
P8_T17.raw
DKO raw data for submission
Positive
P8_T18.raw
DKO raw data for submission
Positive
P8_T19.raw
DKO raw data for submission
Positive
P8_T2.raw
DKO raw data for submission
Positive
P8_T3.raw
DKO raw data for submission
Positive
P8_T4.raw
DKO raw data for submission
Positive
P8_T5.raw
DKO raw data for submission
Positive
P8_T6.raw
DKO raw data for submission
Positive
P8_T7.raw
DKO raw data for submission
Positive
P8_T8.raw
DKO raw data for submission
Positive
P8_T9.raw
DKO raw data for submission
Positive
P9_T1.raw
DKO raw data for submission
Positive
P9_T10.raw
DKO raw data for submission
Positive
P9_T11.raw
DKO raw data for submission
Positive
P9_T12.raw
DKO raw data for submission
Positive
P9_T13.raw
DKO raw data for submission
Positive
P9_T14.raw
DKO raw data for submission
Positive
P9_T15.raw
DKO raw data for submission
Positive
P9_T16.raw
DKO raw data for submission
Positive
P9_T17.raw
DKO raw data for submission
Positive
P9_T2.raw
DKO raw data for submission
Positive
P9_T3.raw
DKO raw data for submission
Positive
P9_T4.raw
DKO raw data for submission
Positive
P9_T5.raw
DKO raw data for submission
Positive
P9_T6.raw
DKO raw data for submission
Positive
P9_T7.raw
DKO raw data for submission
Positive
P9_T8.raw
DKO raw data for submission
Positive
P9_T9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 918 rows!
Extracted information for 918 samples.
Processing  ST003184
Initiating REDU-table generation for AN005228
Rest length is 20
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 371.10it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005229
Rest length is 20
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 411.16it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005230
Rest length is 20
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 404.26it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▌    | 1746/3150 [2:16:56<3:06:21,  7.96s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
tumor
negative fatty acids
DS2-039-001-.raw
tumor
negative fatty acids
DS2-039-002-.raw
tumor
negative fatty acids
DS2-039-003-.raw
tumor
negative fatty acids
DS2-039-004-.raw
tumor
negative fatty acids
DS2-039-005-.raw
tumor
negative fatty acids
DS2-039-006-.raw
tumor
negative fatty acids
DS2-039-007-.raw
tumor
negative fatty acids
DS2-039-008-.raw
tumor
negative fatty acids
DS2-039-009-.raw
tumor
negative fatty acids
DS2-039-010-.raw
tumor
negative fatty acids
DS2-039-011-.raw
tumor
negative fatty acids
DS2-039-012-.raw
tumor
negative fatty acids
DS2-039-013-.raw
tumor
negative fatty acids
DS2-039-014-.raw
tumor
negative fatty acids
DS2-039-015-.raw
tumor
negative fatty acids
DS2-039-016-.raw
tumor
negative fatty acids
DS2-039-017-.raw
tumor
negative fatty acids
DS2-039-018-.raw
tumor
negative fatty acids
DS2-039-019-.raw
tumor
negative fatty acids
DS2-039-020-.raw
tumor
positive global lipids
DS2-039-001+.raw
tumor
positive global lipids
DS2-039-002+.raw
tumor
positive global lipids
DS2-039-003+.raw
tumor
positive global lipids
DS2-039-004+.raw
tumor
positive global lipids
DS2-039-005+.raw
tumor
positive global lipids
DS2-039-006+.raw
tumor
positive global lipids
DS2-039-007+.raw
tumor
positive global lipids
DS2-039-008+.raw
tumor
positive global lipids
DS2-039-009+.raw
tumor
positive global lipids
DS2-039-010+.raw
tumor
positive global lipids
DS2-039-011+.raw
tumor
positive global lipids
DS2-039-012+.raw
tumor
positive global lipids
DS2-039-013+.raw
tumor
positive global lipids
DS2-039-014+.raw
tumor
positive global lipids
DS2-039-015+.raw
tumor
positive global lipids
DS2-039-016+.raw
tumor
positive global lipids
DS2-039-017+.raw
tumor
positive global lipids
DS2-039-018+.raw
tumor
positive global lipids
DS2-039-019+.raw
tumor
positive global lipids
DS2-039-020+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST001682
Initiating REDU-table generation for AN002746
Rest length is 311
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
1. qc1 b1 QC1.CDF
10. s8_1 b1 MS 11.CDF
100. qc20 b4 QC20.CDF
101. qc21 b5 QC21.CDF
102. s41_1 b5 KMS 2.CDF
103. s42_1 b5 KMS 48.CDF
104. s43_1 b5 MS 47.CDF
105. s44_1 b5 MS 4.CDF
106. s45_1 b5 KMS 21.CDF
107. qc22 b5 QC22.CDF
108. s46_1 b5 KMS 3.CDF
109. s47_1 b5 MS 3.CDF
11. s9_1 b1 KMS 52.CDF
110. s48_1 b5 KMS 54.CDF
111. s49_1 b5 MS 34.CDF
112. s50_1 b5 KMS 8.CDF
113. qc23 b5 QC23.CDF
114. s41_2 b5 KMS 2.CDF
115. s42_2 b5 KMS 48.CDF
116. s43_2 b5 MS 47.CDF
117. s44_2 b5 MS 4.CDF
118. s45_2 b5 KMS 21.CDF
119. qc24 b5 QC24.CDF
12. s10_1 b1 MS 62.CDF
120. s46_2 b5 KMS 3.CDF
121. s47_2 b5 MS 3.CDF
122. s48_2 b5 KMS 54.CDF
123. s49_2 b5 MS 34.CDF
124. s50_2 b5 KMS 8.CDF
125. qc25 b5 QC25.CDF
126. qc26 b6 QC26.CDF
127. s51_1 b6 KMS 19.CDF
128. s52_1 b6 KMS 47.CDF
129. s53_1 b6 MS 54.CDF
13. qc3 b1 QC3.CDF
130. s54_1 b6 MS 63.CDF
131. s55_1 b6 KMS 26.CDF
132. qc27 b6 QC27.CDF
133. s56_1 b6 MS 8.CDF
134. s57_1 b6 MS 18.CDF
135. s58_1 b6 MS 51.CDF
136. s59_1 b6 KMS 33.CDF
137. s60_1 b6 KMS 38.CDF
138. qc28 b6 QC28.CDF
139. s51_2 b6 KMS 19.CDF
14. s1_2 b1 MS 39.CDF
140. s52_2 b6 KMS 47.CDF
141. s53_2 b6 MS 54.CDF
142. s54_2 b6 MS 63.CDF
143. s55_2 b6 KMS 26.CDF
144. qc29 b6 QC29.CDF
145. s56_2 b6 MS 8.CDF
146. s57_2 b6 MS 18.CDF
147. s58_2 b6 MS 51.CDF
148. s59_2 b6 KMS 33.CDF
149. s60_2 b6 KMS 38.CDF
15. s2_2 b1 MS 26.CDF
150. qc30 b6 QC30.CDF
151. qc31 b7 QC31.CDF
152. s61_1 b7 KMS 60.CDF
153. s62_1 b7 MS 35.CDF
154. s63_1 b7 KMS 41.CDF
155. s64_1 b7 MS 45.CDF
156. s65_1 b7 KMS 5.CDF
157. qc32 b7 QC32.CDF
158. s66_1 b7 MS 49.CDF
159. s67_1 b7 KMS 35.CDF
16. s3_2 b1 MS 28.CDF
160. s68_1 b7 MS 24.CDF
161. s69_1 b7 KMS 23.CDF
162. s70_1 b7 KMS 30.CDF
163. qc33 b7 QC33.CDF
164. s61_2 b7 KMS 60.CDF
165. s62_2 b7 MS 35.CDF
166. s63_2 b7 KMS 41.CDF
167. s64_2 b7 MS 45.CDF
168. s65_2 b7 KMS 5.CDF
169. qc34 b7 QC34.CDF
17. s4_2 b1 KMS 10.CDF
170. s66_2 b7 MS 49.CDF
171. s67_2 b7 KMS 35.CDF
172. s68_2 b7 MS 24.CDF
173. s69_2 b7 KMS 23.CDF
174. s70_2 b7 KMS 30.CDF
175. qc35 b7 QC35.CDF
176. qc36 b8 QC36.CDF
177. s71_1 b8 KMS 17.CDF
178. s72_1 b8 MS 38.CDF
179. s73_1 b8 KMS 24.CDF
18. s5_2 b1 MS 20.CDF
180. s74_1 b8 KMS 6.CDF
181. s75_1 b8 MS 16.CDF
182. qc37 b8 QC37.CDF
183. s76_1 b8 MS 14.CDF
184. s77_1 b8 KMS 13.CDF
185. s78_1 b8 KMS 53.CDF
186. s79_1 b8 KMS 14.CDF
187. s80_1 b8 KMS 57.CDF
188. qc38 b8 QC38.CDF
189. s71_2 b8 KMS 17.CDF
19. qc4 b1 QC4.CDF
190. s72_2 b8 MS 38.CDF
191. s73_2 b8 KMS 24.CDF
192. s74_2 b8 KMS 6.CDF
193. s75_2 b8 MS 16.CDF
194. qc39 b8 QC39.CDF
195. s76_2 b8 MS 14.CDF
196. s77_2 b8 KMS 13.CDF
197. s78_2 b8 KMS 53.CDF
198. s79_2 b8 KMS 14.CDF
199. s80_2 b8 KMS 57.CDF
2. s1_1 b1 MS 39.CDF
20. s6_2 b1 KMS 11.CDF
200. qc40 b8 QC40.CDF
201. qc41 b9 QC41.CDF
202. s81_1 b9 KMS 20.CDF
203. s82_1 b9 KMS 45.CDF
204. s83_1 b9 MS 59.CDF
205. s84_1 b9 KMS 16.CDF
206. s85_1 b9 KMS 22.CDF
207. qc42 b9 QC42.CDF
208. s86_1 b9 KMS 39.CDF
209. s87_1 b9 MS 13.CDF
21. s7_2 b1 MS 33.CDF
210. s88_1 b9 KMS 18.CDF
211. s89_1 b9 MS 17.CDF
212. s90_1 b9 KMS 7.CDF
213. qc43 b9 QC43.CDF
214. s81_2 b9 KMS 20.CDF
215. s82_2 b9 KMS 45.CDF
216. s83_2 b9 MS 59.CDF
217. s84_2 b9 KMS 16.CDF
218. s85_2 b9 KMS 22.CDF
219. qc44 b9 QC44.CDF
22. s8_2 b1 MS 11.CDF
220. s86_2 b9 KMS 39.CDF
221. s87_2 b9 MS 13.CDF
222. s88_2 b9 KMS 18.CDF
223. s89_2 b9 MS 17.CDF
224. s90_2 b9 KMS 7.CDF
225. qc45 b9 QC45.CDF
226. qc46 b10 QC46.CDF
227. s91_1 b10 KMS 12.CDF
228. s92_1 b10 MS 32.CDF
229. s93_1 b10 KMS 46.CDF
23. s9_2 b1 KMS 52.CDF
230. s94_1 b10 KMS 32.CDF
231. s95_1 b10 KMS 4.CDF
232. qc47 b10 QC47.CDF
233. s96_1 b10 KMS 49.CDF
234. s97_1 b10 MS 6.CDF
235. s98_1 b10 MS 53.CDF
236. s99_1 b10 MS 10.CDF
237. s100_1 b10 MS 37.CDF
238. qc48 b10 QC48.CDF
239. s91_2 b10 KMS 12.CDF
24. s10_2 b1 MS 62.CDF
240. s92_2 b10 MS 32.CDF
241. s93_2 b10 KMS 46.CDF
242. s94_2 b10 KMS 32.CDF
243. s95_2 b10 KMS 4.CDF
244. qc49 b10 QC49.CDF
245. s96_2 b10 KMS 49.CDF
246. s97_2 b10 MS 6.CDF
247. s98_2 b10 MS 53.CDF
248. s99_2 b10 MS 10.CDF
249. s100_2 b10 MS 37.CDF
25. qc5 b1 QC5.CDF
250. qc50 b10 QC50.CDF
251. qc51 b11 QC51.CDF
252. s101_1 b11 MS 23.CDF
253. s102_1 b11 MS 36.CDF
254. s103_1 b11 MS 56.CDF
255. s104_1 b11 MS 15.CDF
256. s105_1 b11 KMS 28.CDF
257. qc52 b11 QC52.CDF
258. s106_1 b11 MS 48.CDF
259. s107_1 b11 MS 61.CDF
26. qc6 b2 QC6.CDF
260. s108_1 b11 MS 25.CDF
261. s109_1 b11 KMS 55.CDF
262. s110_1 b11 MS 21.CDF
263. qc53 b11 QC53.CDF
264. s101_2 b11 MS 23.CDF
265. s102_2 b11 MS 36.CDF
266. s103_2 b11 MS 56.CDF
267. s104_2 b11 MS 15.CDF
268. s105_2 b11 KMS 28.CDF
269. qc54 b11 QC54.CDF
27. s11_1 b2 KMS 51.CDF
270. s106_2 b11 MS 48.CDF
271. s107_2 b11 MS 61.CDF
272. s108_2 b11 MS 25.CDF
273. s109_2 b11 KMS 55.CDF
274. s110_2 b11 MS 21.CDF
275. qc55 b11 QC55.CDF
276. qc56 b12 QC56.CDF
277. s111_1 b12 MS 2.CDF
278. s112_1 b12 KMS 15.CDF
279. s113_1 b12 MS 52.CDF
28. s12_1 b2 MS 41.CDF
280. s114_1 b12 MS 57.CDF
281. s115_1 b12 MS 40.CDF
282. qc57 b12 QC57.CDF
283. s116_1 b12 KMS 37.CDF
284. s117_1 b12 KMS 50.CDF
285. s118_1 b12 MS 44.CDF
286. s119_1 b12 MS 50.CDF
287. s120_1 b12 KMS 34.CDF
288. qc58 b12 QC58.CDF
289. s111_2 b12 MS 2.CDF
29. s13_1 b2 KMS 9.CDF
290. s112_2 b12 KMS 15.CDF
291. s113_2 b12 MS 52.CDF
292. s114_2 b12 MS 57.CDF
293. s115_2 b12 MS 40.CDF
294. qc59 b12 QC59.CDF
295. s116_2 b12 KMS 37.CDF
296. s117_2 b12 KMS 50.CDF
297. s118_2 b12 MS 44.CDF
298. s119_2 b12 MS 50.CDF
299. s120_2 b12 KMS 34.CDF
3. s2_1 b1 MS 26.CDF
30. s14_1 b2 KMS 56.CDF
300. qc60 b12 QC60.CDF
31. s15_1 b2 MS 9.CDF
32. qc7 b2 QC7.CDF
33. s16_1 b2 MS 60.CDF
34. s17_1 b2 MS 43.CDF
35. s18_1 b2 KMS 42.CDF
36. s19_1 b2 KMS 31.CDF
37. s20_1 b2 KMS 40.CDF
38. qc8 b2 QC8.CDF
39. s11_2 b2 KMS 51.CDF
4. s3_1 b1 MS 28.CDF
40. s12_2 b2 MS 41.CDF
41. s13_2 b2 KMS 9.CDF/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 55%|█████▌    | 1747/3150 [2:17:00<2:48:07,  7.19s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1751/3150 [2:17:03<1:24:30,  3.62s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1753/3150 [2:17:07<1:12:50,  3.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1755/3150 [2:17:10<1:04:07,  2.76s/it]
42. s14_2 b2 KMS 56.CDF
43. s15_2 b2 MS 9.CDF
44. qc9 b2 QC9.CDF
45. s16_2 b2 MS 60.CDF
46. s17_2 b2 MS 43.CDF
47. s18_2 b2 KMS 42.CDF
48. s19_2 b2 KMS 31.CDF
49. s20_2 b2 KMS 40.CDF
5. s4_1 b1 KMS 10.CDF
50. qc10 b2 QC10.CDF
51. qc11 b3 QC11.CDF
52. s21_1 b3 KMS 29.CDF
53. s22_1 b3 MS 22.CDF
54. s23_1 b3 KMS 36.CDF
55. s24_1 b3 MS 30.CDF
56. s25_1 b3 KMS 25.CDF
57. qc12 b3 QC12.CDF
58. s26_1 b3 MS 46.CDF
59. s27_1 b3 KMS 27.CDF
6. s5_1 b1 MS 20.CDF
60. s28_1 b3 MS 7.CDF
61. s29_1 b3 KMS 58.CDF
62. s30_1 b3 MS 42.CDF
63. qc13 b3 QC13.CDF
64. s21_2 b3 KMS 29.CDF
65. s22_2 b3 MS 22.CDF
66. s23_2 b3 KMS 36.CDF
67. s24_2 b3 MS 30.CDF
68. s25_2 b3 KMS 25.CDF
69. qc14 b3 QC14.CDF
7. qc2 b1 QC2.CDF
70. s26_2 b3 MS 46.CDF
71. s27_2 b3 KMS 27.CDF
72. s28_2 b3 MS 7.CDF
73. s29_2 b3 KMS 58.CDF
74. s30_2 b3 MS 42.CDF
75. qc15 b3 QC15.CDF
76. qc16 b4 QC16.CDF
77. s31_1 b4 MS 5.CDF
78. s32_1 b4 MS 55.CDF
79. s33_1 b4 KMS 59.CDF
8. s6_1 b1 KMS 11.CDF
80. s34_1 b4 MS 12.CDF
81. s35_1 b4 MS 29.CDF
82. qc17 b4 QC17.CDF
83. s36_1 b4 KMS 44.CDF
84. s37_1 b4 KMS 1.CDF
85. s38_1 b4 MS 27.CDF
86. s39_1 b4 MS 31.CDF
87. s40_1 b4 MS 58.CDF
88. qc18 b4 QC18.CDF
89. s31_2 b4 MS 5.CDF
9. s7_1 b1 MS 33.CDF
90. s32_2 b4 MS 55.CDF
91. s33_2 b4 KMS 59.CDF
92. s34_2 b4 MS 12.CDF
93. s35_2 b4 MS 29.CDF
94. qc19 b4 QC19.CDF
95. s36_2 b4 KMS 44.CDF
96. s37_2 b4 KMS 1.CDF
97. s38_2 b4 MS 27.CDF
98. s39_2 b4 MS 31.CDF
99. s40_2 b4 MS 58.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 300 rows!
Extracted information for 300 samples.
Processing  ST002661
No raw data detected. Ignoring ST002661
Processing  ST002822
No raw data detected. Ignoring ST002822
Processing  ST000475
No raw data detected. Ignoring ST000475
Processing  ST003075
Initiating REDU-table generation for AN005033
Rest length is 140
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HZV029_Lipidomics
Blank_20230807_001.mzML
HZV029_Lipidomics
Blank_20230807_003.mzML
HZV029_Lipidomics
Blank_20230807_005.mzML
HZV029_Lipidomics
Blank_std_20230807_1_001.mzML
HZV029_Lipidomics
MT_20230807_001.mzML
HZV029_Lipidomics
MT_20230807_003.mzML
HZV029_Lipidomics
MT_20230807_005.mzML
HZV029_Lipidomics
MT_20230807_007.mzML
HZV029_Lipidomics
MT_20230807_009.mzML
HZV029_Lipidomics
MT_20230807_011.mzML
HZV029_Lipidomics
MT_20230807_013.mzML
HZV029_Lipidomics
MT_20230807_015.mzML
HZV029_Lipidomics
MT_20230807_017.mzML
HZV029_Lipidomics
MT_20230807_019.mzML
HZV029_Lipidomics
MT_20230807_021.mzML
HZV029_Lipidomics
MT_20230807_023.mzML
HZV029_Lipidomics
MT_20230807_025.mzML
HZV029_Lipidomics
MT_20230807_027.mzML
HZV029_Lipidomics
MT_20230807_029.mzML
HZV029_Lipidomics
MT_20230807_031.mzML
HZV029_Lipidomics
MT_20230807_033.mzML
HZV029_Lipidomics
MT_20230807_035.mzML
HZV029_Lipidomics
MT_20230807_037.mzML
HZV029_Lipidomics
MT_20230807_039.mzML
HZV029_Lipidomics
MT_20230807_041.mzML
HZV029_Lipidomics
MT_20230807_043.mzML
HZV029_Lipidomics
MT_20230807_045.mzML
HZV029_Lipidomics
MT_20230807_047.mzML
HZV029_Lipidomics
MT_20230807_049.mzML
HZV029_Lipidomics
MT_20230807_051.mzML
HZV029_Lipidomics
MT_20230807_053.mzML
HZV029_Lipidomics
MT_20230807_055.mzML
HZV029_Lipidomics
MT_20230807_057.mzML
HZV029_Lipidomics
MT_20230807_059.mzML
HZV029_Lipidomics
MT_20230807_061.mzML
HZV029_Lipidomics
MT_20230807_063.mzML
HZV029_Lipidomics
MT_20230807_065.mzML
HZV029_Lipidomics
MT_20230807_067.mzML
HZV029_Lipidomics
MT_20230807_069.mzML
HZV029_Lipidomics
MT_20230807_071.mzML
HZV029_Lipidomics
MT_20230807_073.mzML
HZV029_Lipidomics
MT_20230807_075.mzML
HZV029_Lipidomics
MT_20230807_077.mzML
HZV029_Lipidomics
MT_20230807_079.mzML
HZV029_Lipidomics
MT_20230807_081.mzML
HZV029_Lipidomics
MT_20230807_083.mzML
HZV029_Lipidomics
MT_20230807_085.mzML
HZV029_Lipidomics
MT_20230807_087.mzML
HZV029_Lipidomics
MT_20230807_089.mzML
HZV029_Lipidomics
MT_20230807_091.mzML
HZV029_Lipidomics
MT_20230807_093.mzML
HZV029_Lipidomics
MT_20230807_095.mzML
HZV029_Lipidomics
MT_20230807_097.mzML
HZV029_Lipidomics
MT_20230807_099.mzML
HZV029_Lipidomics
MT_20230807_101.mzML
HZV029_Lipidomics
MT_20230807_103.mzML
HZV029_Lipidomics
MT_20230807_105.mzML
HZV029_Lipidomics
MT_20230807_107.mzML
HZV029_Lipidomics
MT_20230807_109.mzML
HZV029_Lipidomics
MT_20230807_111.mzML
HZV029_Lipidomics
MT_20230807_113.mzML
HZV029_Lipidomics
MT_20230807_115.mzML
HZV029_Lipidomics
MT_20230807_117.mzML
HZV029_Lipidomics
MT_20230807_119.mzML
HZV029_Lipidomics
MT_20230807_121.mzML
HZV029_Lipidomics
MT_20230807_123.mzML
HZV029_Lipidomics
MT_20230807_125.mzML
HZV029_Lipidomics
Sol_blank_20230807_001.mzML
HZV029_Lipidomics
Sol_blank_20230807_003.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST002804
No raw data detected. Ignoring ST002804
Processing  ST002631
Initiating REDU-table generation for AN004303
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217013106.raw
90218013106.raw
90222013106.raw
90223013106.raw
90225013106.raw
90227013106.raw
90229013106.raw
90232013106.raw
90237013106.raw
90239013106.raw
90245013106.raw
90248013106.raw
90251013106.raw
90252013106.raw
90254013106.raw
90258013106.raw
90259013106.raw
90265013106.raw
90266013106.raw
90267013106.raw
90280013106.raw
90281013106.raw
90283013106.raw
90289013106.raw
90292013106.raw
90406013106.raw
90410013106.raw
90412013106.raw
90416013106.raw
90420013106.raw
90421013106.raw
90422013106.raw
90423013106.raw
90426013106.raw
90430013106.raw
90439013106.raw
90441013106.raw
90444013106.raw
90449013106.raw
90450013106.raw
90559013106.raw
90560013106.raw
90564013106.raw
90567013106.raw
90571013106.raw
90576013106.raw
90578013106.raw
90581013106.raw
90585013106.raw
90587013106.raw
IPE_Reference_Plasma.raw
IPE_Reference_Plasma02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Plasma.raw
SED_Reference_Plasma02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST000676
No raw data detected. Ignoring ST000676
Processing  ST002021
Initiating REDU-table generation for AN003291
Rest length is 63
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
1-3_RA_1.raw
1-3_RA_10.raw
1-3_RA_11.raw
1-3_RA_12.raw
1-3_RA_13.raw
1-3_RA_14.raw
1-3_RA_15.raw
1-3_RA_16.raw
1-3_RA_17.raw
1-3_RA_18.raw
1-3_RA_2.raw
1-3_RA_3.raw
1-3_RA_4.raw
1-3_RA_5.raw
1-3_RA_6.raw
1-3_RA_7.raw
1-3_RA_8.raw
1-3_RA_9.raw
12-4_RA_1.raw
12-4_RA_10.raw
12-4_RA_11.raw
12-4_RA_12D.raw
12-4_RA_13.raw
12-4_RA_14.raw
12-4_RA_15D.raw
12-4_RA_16D.raw
12-4_RA_17.raw
12-4_RA_18D.raw
12-4_RA_2.raw
12-4_RA_3.raw
12-4_RA_4D.raw
12-4_RA_5.raw
12-4_RA_6D.raw
12-4_RA_7.raw
12-4_RA_8D.raw
12-4_RA_9D.raw
15-3_RA_1.raw
15-3_RA_10.raw
15-3_RA_11.raw
15-3_RA_12.raw
15-3_RA_13.raw
15-3_RA_14.raw
15-3_RA_15.raw
15-3_RA_16.raw
15-3_RA_17.raw
15-3_RA_18.raw
15-3_RA_2.raw
15-3_RA_3.raw
15-3_RA_4.raw
15-3_RA_5.raw
15-3_RA_6.raw
15-3_RA_7.raw
15-3_RA_8.raw
15-3_RA_9.raw
QC_UCL_AT.raw
QC_UCL_AT_04.raw
QC_UCL_AT_05.raw
QC_UCL_AT_06.raw
QC_UCL_AT_07.raw
QC_UCL_AT_08.raw
QC_UCL_AT_09.raw
QC_UCL_AT_180730210457.raw
QC_UCL_AT_180731013653.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 63 rows!
Extracted information for 63 samples.
Processing /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1758/3150 [2:17:14<49:30,  2.13s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1759/3150 [2:17:18<57:01,  2.46s/it] ST002456
No raw data detected. Ignoring ST002456
Processing  ST001463
No raw data detected. Ignoring ST001463
Processing  ST002667
Initiating REDU-table generation for AN004339
Rest length is 31
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0217m_MoTrPAC_PASS1B_HP-PREFA01.raw
0217n_MoTrPAC_PASS1B_HP-PREFB01.raw
0218_MoTrPAC_PASS1B_HP-90245016403-OVA.raw
0219_MoTrPAC_PASS1B_HP-90248016403-OVA.raw
0220_MoTrPAC_PASS1B_HP-90251016403-OVA.raw
0221_MoTrPAC_PASS1B_HP-90252016403-OVA.raw
0222_MoTrPAC_PASS1B_HP-90254016403-OVA.raw
0223_MoTrPAC_PASS1B_HP-90258016403-OVA.raw
0224_MoTrPAC_PASS1B_HP-90259016403-OVA.raw
0225_MoTrPAC_PASS1B_HP-90265016403-OVA.raw
0226_MoTrPAC_PASS1B_HP-90266016403-OVA.raw
0227_MoTrPAC_PASS1B_HP-90267016403-OVA.raw
0228_MoTrPAC_PASS1B_HP-90406016403-OVA.raw
0229_MoTrPAC_PASS1B_HP-90410016403-OVA.raw
0230_MoTrPAC_PASS1B_HP-90412016403-OVA.raw
0231_MoTrPAC_PASS1B_HP-90416016403-OVA.raw
0232_MoTrPAC_PASS1B_HP-90420016403-OVA.raw
0233_MoTrPAC_PASS1B_HP-90559016403-OVA.raw
0234_MoTrPAC_PASS1B_HP-90560016403-OVA.raw
0235_MoTrPAC_PASS1B_HP-90564016403-OVA.raw
0236_MoTrPAC_PASS1B_HP-90567016403-OVA.raw
0237_MoTrPAC_PASS1B_HP-90571016403-OVA.raw
0237a_MoTrPAC_PASS1B_HP-PREFA02.raw
0237b_MoTrPAC_PASS1B_HP-PREFB02.raw
0238_MoTrPAC_PASS1B_HP-90576016403-OVA.raw
0239_MoTrPAC_PASS1B_HP-90578016403-OVA.raw
0240_MoTrPAC_PASS1B_HP-90581016403-OVA.raw
0241_MoTrPAC_PASS1B_HP-90585016403-OVA.raw
0242_MoTrPAC_PASS1B_HP-90587016403-OVA.raw
0242a_MoTrPAC_PASS1B_HP-PREFA03.raw
0242b_MoTrPAC_PASS1B_HP-PREFB03.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST002968
Initiating REDU-table generation for AN004876
Rest length is 30
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004877
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
mzML
N-M1-0803-NEG.mzML
mzML
N-M1-0804-POS.mzML
mzML
N-M2-0803-NEG.mzML
mzML
N-M2-0804-POS.mzML
mzML
N-M3-0803-NEG.mzML
mzML
N-M3-0804-POS.mzML
mzML
N-M4-0803-NEG.mzML
mzML
N-M4-0804-POS.mzML
mzML
N-M5-0803-NEG.mzML
mzML
N-M5-0804-POS.mzML
mzML
N-M6-0803-NEG.mzML
mzML
N-M6-0804-POS.mzML
mzML
N-QC1-0803-NEG.mzML
mzML
N-QC2-0803-NEG.mzML
mzML
N-QC3-0803-NEG.mzML
mzML
N-QC4-0803-NEG.mzML
mzML
N-QC5-0803-NEG.mzML
mzML
N-QC6-0803-NEG.mzML
mzML
N-S1-0803-NEG.mzML
mzML
N-S1-0804-POS.mzML
mzML
N-S2-0803-NEG.mzML
mzML
N-S2-0804-POS.mzML
mzML
N-S3-0803-NEG.mzML
mzML
N-S3-0804-POS.mzML
mzML
N-S4-0803-NEG.mzML
mzML
N-S4-0804-POS.mzML
mzML
N-S5-0803-NEG.mzML
mzML
N-S5-0804-POS.mzML
mzML
N-S6-0803-NEG.mzML
mzML
N-S6-0804-POS.mzML
mzML
N-ZD1-0803-NEG.mzML
mzML
N-ZD1-0804-POS.mzML
mzML
N-ZD2-0803-NEG.mzML
mzML
N-ZD2-0804-POS.mzML
mzML
N-ZD3-0803-NEG.mzML
mzML
N-ZD3-0804-POS.mzML
mzML
N-ZD4-0803-NEG.mzML
mzML
N-ZD4-0804-POS.mzML
mzML
N-ZD5-0803-NEG.mzML
mzML
N-ZD5-0804-POS.mzML
mzML
N-ZD6-0803-NEG.mzML
mzML
N-ZD6-0804-POS.mzML
mzML
N-ZH1-0803-NEG.mzML
mzML
N-ZH1-0804-POS.mzML
mzML
N-ZH2-0803-NEG.mzML
mzML
N-ZH2-0804-POS.mzML
mzML
N-ZH3-0803-NEG.mzML
mzML
N-ZH3-0804-POS.mzML
mzML
N-ZH4-0803-NEG.mzML
mzML
N-ZH4-0804-POS.mzML
mzML
N-ZH5-0803-NEG.mzML
mzML
N-ZH5-0804-POS.mzML
mzML
N-ZH6-0803-NEG.mzML
mzML
N-ZH6-0804-POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST001247
Initiating REDU-table generation for AN002071
Rest length is 45
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/45 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 17/45 [00:00<00:00, 169.41it/s]

Mapping potential matches:  78%|███████▊  | 35/45 [00:00<00:00, 171.04it/s]
Mapping potential matches: 100%|██████████| 45/45 [00:00<00:00, 170.81it/s]

 56%|█████▌    | 1760/3150 [2:17:19<49:42,  2.15s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1762/3150 [2:17:21<43:26,  1.88s/it]
 56%|█████▌    | 1765/3150 [2:17:21<25:27,  1.10s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002492
No raw data detected. Ignoring ST002492
Processing  ST003487
Initiating REDU-table generation for AN005725
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DS1-30 cells raw file
DS1-30-01+.raw
DS1-30 cells raw file
DS1-30-02+.raw
DS1-30 cells raw file
DS1-30-03+.raw
DS1-30 cells raw file
DS1-30-04+.raw
DS1-30 cells raw file
DS1-30-05+.raw
DS1-30 cells raw file
DS1-30-06+.raw
DS1-30 cells raw file
DS1-30-07+.raw
DS1-30 cells raw file
DS1-30-08+.raw
DS1-30 cells raw file
DS1-30-09+.raw
DS1-30 cells raw file
DS1-30-10+.raw
DS1-30 cells raw file
DS1-30-11+.raw
DS1-30 cells raw file
DS1-30-12+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000893
No raw data detected. Ignoring ST000893
Processing  ST000724
No raw data detected. Ignoring ST000724
Processing  ST003063
No raw data detected. Ignoring ST003063
Processing  ST002067
Initiating REDU-table generation for AN003367
Rest length is 356
Adding raw data not present in REST for sample - named -
raw file key found.
Initiating REDU-table generation for AN003368
Rest length is 356
Adding raw data not present in REST for sample - named -
raw file key found.
Initiating REDU-table generation for AN003369
Rest length is 356
Adding raw data not present in REST for sample - named -
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LCMS
HILIC negative mode samples
Ctrl_8103_1.raw
LCMS
HILIC negative mode samples
Ctrl_8103_10.raw
LCMS
HILIC negative mode samples
Ctrl_8103_11.raw
LCMS
HILIC negative mode samples
Ctrl_8103_12.raw
LCMS
HILIC negative mode samples
Ctrl_8103_13.raw
LCMS
HILIC negative mode samples
Ctrl_8103_14.raw
LCMS
HILIC negative mode samples
Ctrl_8103_2.raw
LCMS
HILIC negative mode samples
Ctrl_8103_3.raw
LCMS
HILIC negative mode samples
Ctrl_8103_4.raw
LCMS
HILIC negative mode samples
Ctrl_8103_5.raw
LCMS
HILIC negative mode samples
Ctrl_8103_6.raw
LCMS
HILIC negative mode samples
Ctrl_8103_7.raw
LCMS
HILIC negative mode samples
Ctrl_8103_8.raw
LCMS
HILIC negative mode samples
Ctrl_8103_9.raw
LCMS
HILIC negative mode samples
Ctrl_8257_10.raw
LCMS
HILIC negative mode samples
Ctrl_8257_11.raw
LCMS
HILIC negative mode samples
Ctrl_8257_12.raw
LCMS
HILIC negative mode samples
Ctrl_8257_13.raw
LCMS
HILIC negative mode samples
Ctrl_8257_14.raw
LCMS
HILIC negative mode samples
Ctrl_8257_15.raw
LCMS
HILIC negative mode samples
Ctrl_8257_16.raw
LCMS
HILIC negative mode samples
Ctrl_8257_2.raw
LCMS
HILIC negative mode samples
Ctrl_8257_3.raw
LCMS
HILIC negative mode samples
Ctrl_8257_4.raw
LCMS
HILIC negative mode samples
Ctrl_8257_5.raw
LCMS
HILIC negative mode samples
Ctrl_8257_6.raw
LCMS
HILIC negative mode samples
Ctrl_8257_7.raw
LCMS
HILIC negative mode samples
Ctrl_8257_8.raw
LCMS
HILIC negative mode samples
Ctrl_8257_9.raw
LCMS
HILIC negative mode samples
Ctrl_8284_1.raw
LCMS
HILIC negative mode samples
Ctrl_8284_10.raw
LCMS
HILIC negative mode samples
Ctrl_8284_11.raw
LCMS
HILIC negative mode samples
Ctrl_8284_12.raw
LCMS
HILIC negative mode samples
Ctrl_8284_2.raw
LCMS
HILIC negative mode samples
Ctrl_8284_3.raw
LCMS
HILIC negative mode samples
Ctrl_8284_4.raw
LCMS
HILIC negative mode samples
Ctrl_8284_5.raw
LCMS
HILIC negative mode samples
Ctrl_8284_6.raw
LCMS
HILIC negative mode samples
Ctrl_8284_7.raw
LCMS
HILIC negative mode samples
Ctrl_8284_8.raw
LCMS
HILIC negative mode samples
Ctrl_8284_9.raw
LCMS
HILIC negative mode samples
Ctrl_8411_1.raw
LCMS
HILIC negative mode samples
Ctrl_8411_10.raw
LCMS
HILIC negative mode samples
Ctrl_8411_11.raw
LCMS
HILIC negative mode samples
Ctrl_8411_12.raw
LCMS
HILIC negative mode samples
Ctrl_8411_13.raw
LCMS
HILIC negative mode samples
Ctrl_8411_2.raw
LCMS
HILIC negative mode samples
Ctrl_8411_3.raw
LCMS
HILIC negative mode samples
Ctrl_8411_4.raw
LCMS
HILIC negative mode samples
Ctrl_8411_5.raw
LCMS
HILIC negative mode samples
Ctrl_8411_6.raw
LCMS
HILIC negative mode samples
Ctrl_8411_7.raw
LCMS
HILIC negative mode samples
Ctrl_8411_8.raw
LCMS
HILIC negative mode samples
Ctrl_8411_9.raw
LCMS
HILIC negative mode samples
Ctrl_8512_1.raw
LCMS
HILIC negative mode samples
Ctrl_8512_10.raw
LCMS
HILIC negative mode samples
Ctrl_8512_11.raw
LCMS
HILIC negative mode samples
Ctrl_8512_12.raw
LCMS
HILIC negative mode samples
Ctrl_8512_13.raw
LCMS
HILIC negative mode samples
Ctrl_8512_2.raw
LCMS
HILIC negative mode samples
Ctrl_8512_3.raw
LCMS
HILIC negative mode samples
Ctrl_8512_4.raw
LCMS
HILIC negative mode samples
Ctrl_8512_5.raw
LCMS
HILIC negative mode samples
Ctrl_8512_6.raw
LCMS
HILIC negative mode samples
Ctrl_8512_7.raw
LCMS
HILIC negative mode samples
Ctrl_8512_8.raw
LCMS
HILIC negative mode samples
Ctrl_8512_9.raw
LCMS
HILIC negative mode samples
Ctrl_8517_10.raw
LCMS
HILIC negative mode samples
Ctrl_8517_11.raw
LCMS
HILIC negative mode samples
Ctrl_8517_12.raw
LCMS
HILIC negative mode samples
Ctrl_8517_13.raw
LCMS
HILIC negative mode samples
Ctrl_8517_2.raw
LCMS
HILIC negative mode samples
Ctrl_8517_3.raw
LCMS
HILIC negative mode samples
Ctrl_8517_4.raw
LCMS
HILIC negative mode samples
Ctrl_8517_5.raw
LCMS
HILIC negative mode samples
Ctrl_8517_6.raw
LCMS
HILIC negative mode samples
Ctrl_8517_7.raw
LCMS
HILIC negative mode samples
Ctrl_8517_8.raw
LCMS
HILIC negative mode samples
Ctrl_8517_9.raw
LCMS
HILIC negative mode samples
Ctrl_8748_1.raw
LCMS
HILIC negative mode samples
Ctrl_8748_10.raw
LCMS
HILIC negative mode samples
Ctrl_8748_11.raw
LCMS
HILIC negative mode samples
Ctrl_8748_12.raw
LCMS
HILIC negative mode samples
Ctrl_8748_2.raw
LCMS
HILIC negative mode samples
Ctrl_8748_3.raw
LCMS
HILIC negative mode samples
Ctrl_8748_4.raw
LCMS
HILIC negative mode samples
Ctrl_8748_5.raw
LCMS
HILIC negative mode samples
Ctrl_8748_6.raw
LCMS
HILIC negative mode samples
Ctrl_8748_7.raw
LCMS
HILIC negative mode samples
Ctrl_8748_8.raw
LCMS
HILIC negative mode samples
Ctrl_8748_9.raw
LCMS
HILIC negative mode samples
Ctrl_8749_1.raw
LCMS
HILIC negative mode samples
Ctrl_8749_10.raw
LCMS
HILIC negative mode samples
Ctrl_8749_11.raw
LCMS
HILIC negative mode samples
Ctrl_8749_12.raw
LCMS
HILIC negative mode samples
Ctrl_8749_2.raw
LCMS
HILIC negative mode samples
Ctrl_8749_3.raw
LCMS
HILIC negative mode samples
Ctrl_8749_4.raw
LCMS
HILIC negative mode samples
Ctrl_8749_5.raw
LCMS
HILIC negative mode samples
Ctrl_8749_6.raw
LCMS
HILIC negative mode samples
Ctrl_8749_7.raw
LCMS
HILIC negative mode samples
Ctrl_8749_8.raw
LCMS
HILIC negative mode samples
Ctrl_8749_9.raw
LCMS
HILIC negative mode samples
TKO_7245_1.raw
LCMS
HILIC negative mode samples
TKO_7245_10.raw
LCMS
HILIC negative mode samples
TKO_7245_2.raw
LCMS
HILIC negative mode samples
TKO_7245_3.raw
LCMS
HILIC negative mode samples
TKO_7245_4.raw
LCMS
HILIC negative mode samples
TKO_7245_6.raw
LCMS
HILIC negative mode samples
TKO_7245_7.raw
LCMS
HILIC negative mode samples
TKO_7245_8.raw
LCMS
HILIC negative mode samples
TKO_7245_9.raw
LCMS
HILIC negative mode samples
TKO_7390_2.raw
LCMS
HILIC negative mode samples
TKO_7390_3.raw
LCMS
HILIC negative mode samples
TKO_7390_4.raw
LCMS
HILIC negative mode samples
TKO_7390_5.raw
LCMS
HILIC negative mode samples
TKO_7390_6.raw
LCMS
HILIC negative mode samples
TKO_7390_7.raw
LCMS
HILIC negative mode samples
TKO_7390_8.raw
LCMS
HILIC negative mode samples
TKO_7390_9.raw
LCMS
HILIC negative mode samples
TKO_8097_1.raw
LCMS
HILIC negative mode samples
TKO_8097_2.raw
LCMS
HILIC negative mode samples
TKO_8097_3.raw
LCMS
HILIC negative mode samples
TKO_8097_4.raw
LCMS
HILIC negative mode samples
TKO_8097_5.raw
LCMS
HILIC negative mode samples
TKO_8097_6.raw
LCMS
HILIC negative mode samples
TKO_8097_7.raw
LCMS
HILIC negative mode samples
TKO_8097_8.raw
LCMS
HILIC negative mode samples
TKO_8097_9.raw
LCMS
HILIC negative mode samples
TKO_8098_2.raw
LCMS
HILIC negative mode samples
TKO_8098_5.raw
LCMS
HILIC negative mode samples
TKO_8098_6.raw
LCMS
HILIC negative mode samples
TKO_8098_7.raw
LCMS
HILIC negative mode samples
TKO_8098_8.raw
LCMS
HILIC negative mode samples
TKO_8100_1.raw
LCMS
HILIC negative mode samples
TKO_8100_2.raw
LCMS
HILIC negative mode samples
TKO_8100_3.raw
LCMS
HILIC negative mode samples
TKO_8100_4.raw
LCMS
HILIC negative mode samples
TKO_8100_5.raw
LCMS
HILIC negative mode samples
TKO_8100_6.raw
LCMS
HILIC negative mode samples
TKO_8100_7.raw
LCMS
HILIC negative mode samples
TKO_8100_8.raw
LCMS
HILIC negative mode samples
TKO_8100_9.raw
LCMS
HILIC negative mode samples
TKO_8104_10.raw
LCMS
HILIC negative mode samples
TKO_8104_11.raw
LCMS
HILIC negative mode samples
TKO_8104_2.raw
LCMS
HILIC negative mode samples
TKO_8104_3.raw
LCMS
HILIC negative mode samples
TKO_8104_4.raw
LCMS
HILIC negative mode samples
TKO_8104_5.raw
LCMS
HILIC negative mode samples
TKO_8104_6.raw
LCMS
HILIC negative mode samples
TKO_8104_7.raw
LCMS
HILIC negative mode samples
TKO_8104_8.raw
LCMS
HILIC negative mode samples
TKO_8104_9.raw
LCMS
HILIC negative mode samples
TKO_8288_1.raw
LCMS
HILIC negative mode samples
TKO_8288_10.raw
LCMS
HILIC negative mode samples
TKO_8288_2.raw
LCMS
HILIC negative mode samples
TKO_8288_3.raw
LCMS
HILIC negative mode samples
TKO_8288_4.raw
LCMS
HILIC negative mode samples
TKO_8288_5.raw
LCMS
HILIC negative mode samples
TKO_8288_6.raw
LCMS
HILIC negative mode samples
TKO_8288_7.raw
LCMS
HILIC negative mode samples
TKO_8288_8.raw
LCMS
HILIC negative mode samples
TKO_8288_9.raw
LCMS
HILIC negative mode samples
TKO_8465_2.raw
LCMS
HILIC negative mode samples
TKO_8465_3.raw
LCMS
HILIC negative mode samples
TKO_8465_4.raw
LCMS
HILIC negative mode samples
TKO_8465_5.raw
LCMS
HILIC negative mode samples
TKO_8465_6.raw
LCMS
HILIC negative mode samples
TKO_8465_7.raw
LCMS
HILIC negative mode samples
TKO_8465_8.raw
LCMS
HILIC negative mode samples
TKO_8465_9.raw
LCMS
HILIC negative mode samples
TKO_8470_1.raw
LCMS
HILIC negative mode samples
TKO_8470_3.raw
LCMS
HILIC negative mode samples
TKO_8470_4.raw
LCMS
HILIC negative mode samples
TKO_8470_5.raw
LCMS
HILIC negative mode samples
TKO_8470_6.raw
LCMS
HILIC negative mode samples
TKO_8470_7.raw
LCMS
HILIC negative mode samples
TKO_8470_8.raw
LCMS
HILIC negative mode samples
TKO_8472_1.raw
LCMS
HILIC negative mode samples
TKO_8472_10.raw
LCMS
HILIC negative mode samples
TKO_8472_11.raw
LCMS
HILIC negative mode samples
TKO_8472_12.raw
LCMS
HILIC negative mode samples
TKO_8472_3.raw
LCMS
HILIC negative mode samples
TKO_8472_4.raw
LCMS
HILIC negative mode samples
TKO_8472_5.raw
LCMS
HILIC negative mode samples
TKO_8472_6.raw
LCMS
HILIC negative mode samples
TKO_8472_7.raw
LCMS
HILIC negative mode samples
TKO_8472_8.raw
LCMS
HILIC negative mode samples
TKO_8472_9.raw
LCMS
HILIC negative mode samples
TKO_8747_1.raw
LCMS
HILIC negative mode samples
TKO_8747_10.raw
LCMS
HILIC negative mode samples
TKO_8747_11.raw
LCMS
HILIC negative mode samples
TKO_8747_12.raw
LCMS
HILIC negative mode samples
TKO_8747_13.raw
LCMS
HILIC negative mode samples
TKO_8747_2.raw
LCMS
HILIC negative mode samples
TKO_8747_3.raw
LCMS
HILIC negative mode samples
TKO_8747_4.raw
LCMS
HILIC negative mode samples
TKO_8747_5.raw
LCMS
HILIC negative mode samples
TKO_8747_6.raw
LCMS
HILIC negative mode samples
TKO_8747_7.raw
LCMS
HILIC negative mode samples
TKO_8747_8.raw
LCMS
HILIC negative mode samples
TKO_8747_9.raw
LCMS
Negative TKO RP samples
Ctrl_8103_1.raw
LCMS
Negative TKO RP samples
Ctrl_8103_10.raw
LCMS
Negative TKO RP samples
Ctrl_8103_11.raw
LCMS
Negative TKO RP samples
Ctrl_8103_12.raw
LCMS
Negative TKO RP samples
Ctrl_8103_13.raw
LCMS
Negative TKO RP samples
Ctrl_8103_14.raw
LCMS
Negative TKO RP samples
Ctrl_8103_2.raw
LCMS
Negative TKO RP samples
Ctrl_8103_3.raw
LCMS
Negative TKO RP samples
Ctrl_8103_4.raw
LCMS
Negative TKO RP samples
Ctrl_8103_5.raw
LCMS
Negative TKO RP samples
Ctrl_8103_6.raw
LCMS
Negative TKO RP samples
Ctrl_8103_7.raw
LCMS
Negative TKO RP samples
Ctrl_8103_8.raw
LCMS
Negative TKO RP samples
Ctrl_8103_9.raw
LCMS
Negative TKO RP samples
Ctrl_8257_1.raw
LCMS
Negative TKO RP samples
Ctrl_8257_10.raw
LCMS
Negative TKO RP samples
Ctrl_8257_11.raw
LCMS
Negative TKO RP samples
Ctrl_8257_12.raw
LCMS
Negative TKO RP samples
Ctrl_8257_13.raw
LCMS
Negative TKO RP samples
Ctrl_8257_14.raw
LCMS
Negative TKO RP samples
Ctrl_8257_15.raw
LCMS
Negative TKO RP samples
Ctrl_8257_16.raw
LCMS
Negative TKO RP samples
Ctrl_8257_2.raw
LCMS
Negative TKO RP samples
Ctrl_8257_3.raw
LCMS
Negative TKO RP samples
Ctrl_8257_4.raw
LCMS
Negative TKO RP samples
Ctrl_8257_5.raw
LCMS
Negative TKO RP samples
Ctrl_8257_6.raw
LCMS
Negative TKO RP samples
Ctrl_8257_7.raw
LCMS
Negative TKO RP samples
Ctrl_8257_8.raw
LCMS
Negative TKO RP samples
Ctrl_8257_9.raw
LCMS
Negative TKO RP samples
Ctrl_8284_1.raw
LCMS
Negative TKO RP samples
Ctrl_8284_10.raw
LCMS
Negative TKO RP samples
Ctrl_8284_11.raw
LCMS
Negative TKO RP samples
Ctrl_8284_12.raw
LCMS
Negative TKO RP samples
Ctrl_8284_2.raw
LCMS
Negative TKO RP samples
Ctrl_8284_3.raw
LCMS
Negative TKO RP samples
Ctrl_8284_4.raw
LCMS
Negative TKO RP samples
Ctrl_8284_5.raw
LCMS
Negative TKO RP samples
Ctrl_8284_6.raw
LCMS
Negative TKO RP samples
Ctrl_8284_7.raw
LCMS
Negative TKO RP samples
Ctrl_8284_8.raw
LCMS
Negative TKO RP samples
Ctrl_8284_9.raw
LCMS
Negative TKO RP samples
Ctrl_8411_1.raw
LCMS
Negative TKO RP samples
Ctrl_8411_10.raw
LCMS
Negative TKO RP samples
Ctrl_8411_11.raw
LCMS
Negative TKO RP samples
Ctrl_8411_12.raw
LCMS
Negative TKO RP samples
Ctrl_8411_13.raw
LCMS
Negative TKO RP samples
Ctrl_8411_2.raw
LCMS
Negative TKO RP samples
Ctrl_8411_3.raw
LCMS
Negative TKO RP samples
Ctrl_8411_4.raw
LCMS
Negative TKO RP samples
Ctrl_8411_5.raw
LCMS
Negative TKO RP samples
Ctrl_8411_6.raw
LCMS
Negative TKO RP samples
Ctrl_8411_7.raw
LCMS
Negative TKO RP samples
Ctrl_8411_8.raw
LCMS
Negative TKO RP samples
Ctrl_8411_9.raw
LCMS
Negative TKO RP samples
Ctrl_8512_1.raw
LCMS
Negative TKO RP samples
Ctrl_8512_10.raw
LCMS
Negative TKO RP samples
Ctrl_8512_11.raw
LCMS
Negative TKO RP samples
Ctrl_8512_12.raw
LCMS
Negative TKO RP samples
Ctrl_8512_13.raw
LCMS
Negative TKO RP samples
Ctrl_8512_2.raw
LCMS
Negative TKO RP samples
Ctrl_8512_3.raw
LCMS
Negative TKO RP samples
Ctrl_8512_4.raw
LCMS
Negative TKO RP samples
Ctrl_8512_5.raw
LCMS
Negative TKO RP samples
Ctrl_8512_6.raw
LCMS
Negative TKO RP samples
Ctrl_8512_7.raw
LCMS
Negative TKO RP samples
Ctrl_8512_8.raw
LCMS
Negative TKO RP samples
Ctrl_8512_9.raw
LCMS
Negative TKO RP samples
Ctrl_8517_1.raw
LCMS
Negative TKO RP samples
Ctrl_8517_10.raw
LCMS
Negative TKO RP samples
Ctrl_8517_11.raw
LCMS
Negative TKO RP samples
Ctrl_8517_12.raw
LCMS
Negative TKO RP samples
Ctrl_8517_13.raw
LCMS
Negative TKO RP samples
Ctrl_8517_2.raw
LCMS
Negative TKO RP samples
Ctrl_8517_3.raw
LCMS
Negative TKO RP samples
Ctrl_8517_4.raw
LCMS
Negative TKO RP samples
Ctrl_8517_5.raw
LCMS
Negative TKO RP samples
Ctrl_8517_6.raw
LCMS
Negative TKO RP samples
Ctrl_8517_7.raw
LCMS
Negative TKO RP samples
Ctrl_8517_8.raw
LCMS
Negative TKO RP samples
Ctrl_8517_9.raw
LCMS
Negative TKO RP samples
Ctrl_8748_1.raw
LCMS
Negative TKO RP samples
Ctrl_8748_10.raw
LCMS
Negative TKO RP samples
Ctrl_8748_11.raw
LCMS
Negative TKO RP samples
Ctrl_8748_12.raw
LCMS
Negative TKO RP samples
Ctrl_8748_2.raw
LCMS
Negative TKO RP samples
Ctrl_8748_3.raw
LCMS
Negative TKO RP samples
Ctrl_8748_4.raw
LCMS
Negative TKO RP samples
Ctrl_8748_5.raw
LCMS
Negative TKO RP samples
Ctrl_8748_6.raw
LCMS
Negative TKO RP samples
Ctrl_8748_7.raw
LCMS
Negative TKO RP samples
Ctrl_8748_8.raw
LCMS
Negative TKO RP samples
Ctrl_8748_9.raw
LCMS
Negative TKO RP samples
Ctrl_8749_1.raw
LCMS
Negative TKO RP samples
Ctrl_8749_10.raw
LCMS
Negative TKO RP samples
Ctrl_8749_11.raw
LCMS
Negative TKO RP samples
Ctrl_8749_12.raw
LCMS
Negative TKO RP samples
Ctrl_8749_2.raw
LCMS
Negative TKO RP samples
Ctrl_8749_3.raw
LCMS
Negative TKO RP samples
Ctrl_8749_4.raw
LCMS
Negative TKO RP samples
Ctrl_8749_5.raw
LCMS
Negative TKO RP samples
Ctrl_8749_6.raw
LCMS
Negative TKO RP samples
Ctrl_8749_7.raw
LCMS
Negative TKO RP samples
Ctrl_8749_8.raw
LCMS
Negative TKO RP samples
Ctrl_8749_9.raw
LCMS
Negative TKO RP samples
TKO_7245_1.raw
LCMS
Negative TKO RP samples
TKO_7245_10.raw
LCMS
Negative TKO RP samples
TKO_7245_2.raw
LCMS
Negative TKO RP samples
TKO_7245_3.raw
LCMS
Negative TKO RP samples
TKO_7245_4.raw
LCMS
Negative TKO RP samples
TKO_7245_5.raw
LCMS
Negative TKO RP samples
TKO_7245_6.raw
LCMS
Negative TKO RP samples
TKO_7245_7.raw
LCMS
Negative TKO RP samples
TKO_7245_8.raw
LCMS
Negative TKO RP samples
TKO_7245_9.raw
LCMS
Negative TKO RP samples
TKO_7529_1.raw
LCMS
Negative TKO RP samples
TKO_7529_10.raw
LCMS
Negative TKO RP samples
TKO_7529_2.raw
LCMS
Negative TKO RP samples
TKO_7529_3.raw
LCMS
Negative TKO RP samples
TKO_7529_4.raw
LCMS
Negative TKO RP samples
TKO_7529_5.raw
LCMS
Negative TKO RP samples
TKO_7529_6.raw
LCMS
Negative TKO RP samples
TKO_7529_7.raw
LCMS
Negative TKO RP samples
TKO_7529_8.raw
LCMS
Negative TKO RP samples
TKO_7529_9.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_1.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_10.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_11.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_12.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_13.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_14.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_15.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_16.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_17.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_2.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_3.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_4.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_5.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_6.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_7.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_8.raw
LCMS
Postive RP TKO Samples
Ctrl_7244_9.raw
LCMS
Postive RP TKO Samples
Ctrl_7527_1.raw
LCMS
Postive RP TKO Samples
Ctrl_7527_2.raw
LCMS
Postive RP TKO Samples
Ctrl_7527_3.raw
LCMS
Postive RP TKO Samples
Ctrl_7527_4.raw
LCMS
Postive RP TKO Samples
Ctrl_7527_5.raw
LCMS
Postive RP TKO Samples
Ctrl_7527_6.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_1.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_10.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_11.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_12.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_13.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_14.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_2.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_3.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_4.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_5.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_6.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_7.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_8.raw
LCMS
Postive RP TKO Samples
Ctrl_8103_9.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_1.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_10.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_11.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_12.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_13.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_14.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_15.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_16.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_2.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_3.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_4.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_5.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_6.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_7.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_8.raw
LCMS
Postive RP TKO Samples
Ctrl_8257_9.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_1.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_10.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_11.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_12.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_2.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_3.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_4.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_5.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_6.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_7.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_8.raw
LCMS
Postive RP TKO Samples
Ctrl_8284_9.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_1.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_10.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_11.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_12.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_13.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_2.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_3.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_4.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_5.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_6.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_7.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_8.raw
LCMS
Postive RP TKO Samples
Ctrl_8411_9.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_1.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_10.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_11.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_12.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_13.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_2.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_3.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_4.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_5.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_6.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_7.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_8.raw
LCMS
Postive RP TKO Samples
Ctrl_8512_9.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_1.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_10.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_11.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_12.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_13.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_2.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_3.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_4.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_5.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_6.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_7.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_8.raw
LCMS
Postive RP TKO Samples
Ctrl_8517_9.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_1.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_10.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_11.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_12.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_2.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_3.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_4.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_5.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_6.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_7.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_8.raw
LCMS
Postive RP TKO Samples
Ctrl_8748_9.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_1.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_10.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_11.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_12.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_2.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_3.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_4.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_5.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_6.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_7.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_8.raw
LCMS
Postive RP TKO Samples
Ctrl_8749_9.raw
LCMS
Postive RP TKO Samples
TKO_7245_1.raw
LCMS
Postive RP TKO Samples
TKO_7245_10.raw
LCMS
Postive RP TKO Samples
TKO_7245_2.raw
LCMS
Postive RP TKO Samples
TKO_7245_3.raw
LCMS
Postive RP TKO Samples
TKO_7245_4.raw
LCMS
Postive RP TKO Samples
TKO_7245_5.raw
LCMS
Postive RP TKO Samples
TKO_7245_6.raw
LCMS
Postive RP TKO Samples
TKO_7245_7.raw
LCMS
Postive RP TKO Samples
TKO_7245_8.raw
LCMS
Postive RP TKO Samples
TKO_7245_9.raw
LCMS
Postive RP TKO Samples
TKO_7529_1.raw
LCMS
Postive RP TKO Samples
TKO_7529_10.raw
LCMS
Postive RP TKO Samples
TKO_7529_3.raw
LCMS
Postive RP TKO Samples
TKO_7529_4.raw
LCMS
Postive RP TKO Samples
TKO_7529_5.raw
LCMS
Postive RP TKO Samples
TKO_7529_6.raw
LCMS
Postive RP TKO Samples
TKO_7529_7.raw
LCMS
Postive RP TKO Samples
TKO_7529_8.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1766/3150 [2:17:28<46:17,  2.01s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1767/3150 [2:17:30<48:22,  2.10s/it]
LCMS
Postive RP TKO Samples
TKO_7529_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 474 rows!
Extracted information for 474 samples.
Processing  ST002369
Initiating REDU-table generation for AN003864
Rest length is 26
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Irvine-mzXML-liver
1.mzXML
Irvine-mzXML-liver
10.mzXML
Irvine-mzXML-liver
11.mzXML
Irvine-mzXML-liver
12.mzXML
Irvine-mzXML-liver
13.mzXML
Irvine-mzXML-liver
14.mzXML
Irvine-mzXML-liver
16.mzXML
Irvine-mzXML-liver
17.mzXML
Irvine-mzXML-liver
18.mzXML
Irvine-mzXML-liver
2.mzXML
Irvine-mzXML-liver
20.mzXML
Irvine-mzXML-liver
21.mzXML
Irvine-mzXML-liver
22.mzXML
Irvine-mzXML-liver
23.mzXML
Irvine-mzXML-liver
24.mzXML
Irvine-mzXML-liver
4.mzXML
Irvine-mzXML-liver
5.mzXML
Irvine-mzXML-liver
6.mzXML
Irvine-mzXML-liver
8.mzXML
Irvine-mzXML-liver
9.mzXML
Irvine-mzXML-liver
liverPBQC_1.mzXML
Irvine-mzXML-liver
liverPBQC_2.mzXML
Irvine-mzXML-liver
liverPBQC_3.mzXML
Irvine-mzXML-liver
liverPBQC_4.mzXML
Irvine-mzXML-liver
liverPBQC_5.mzXML
Irvine-mzXML-liver
liverPBQC_6.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 26 rows!
Extracted information for 26 samples.
Processing  ST002414
Initiating REDU-table generation for AN003935
Rest length is 85
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CTL_R-ON_12_dpi_A2_N_1.mzXML
CTL_R-ON_12_dpi_A2_N_2.mzXML
CTL_R-ON_12_dpi_A2_N_3.mzXML
CTL_R-ON_12_dpi_A2_P_1.mzXML
CTL_R-ON_12_dpi_A2_P_2.mzXML
CTL_R-ON_12_dpi_A2_P_3.mzXML
CTL_R-ON_12_dpi_A3_N_1.mzXML
CTL_R-ON_12_dpi_A3_N_2.mzXML
CTL_R-ON_12_dpi_A3_N_3.mzXML
CTL_R-ON_12_dpi_A3_P_1.mzXML
CTL_R-ON_12_dpi_A3_P_2.mzXML
CTL_R-ON_12_dpi_A3_P_3.mzXML
CTL_R-ON_12_dpi_B1_N_1.mzXML
CTL_R-ON_12_dpi_B1_N_2.mzXML
CTL_R-ON_12_dpi_B1_N_3.mzXML
CTL_R-ON_12_dpi_B1_P_1.mzXML
CTL_R-ON_12_dpi_B1_P_2.mzXML
CTL_R-ON_12_dpi_B1_P_3.mzXML
CTL_R-ON_12_dpi_B2_N_1.mzXML
CTL_R-ON_12_dpi_B2_N_2.mzXML
CTL_R-ON_12_dpi_B2_N_3.mzXML
CTL_R-ON_12_dpi_B2_P_1.mzXML
CTL_R-ON_12_dpi_B2_P_2.mzXML
CTL_R-ON_12_dpi_B2_P_3.mzXML
CTL_R-ON_12_dpi_B3_N_1.mzXML
CTL_R-ON_12_dpi_B3_N_2.mzXML
CTL_R-ON_12_dpi_B3_N_3.mzXML
CTL_R-ON_12_dpi_B3_P_1.mzXML
CTL_R-ON_12_dpi_B3_P_2.mzXML
CTL_R-ON_12_dpi_B3_P_3.mzXML
CTL_R-ON_12_dpi_C1_N_1.mzXML
CTL_R-ON_12_dpi_C1_N_2.mzXML
CTL_R-ON_12_dpi_C1_N_3.mzXML
CTL_R-ON_12_dpi_C1_P_1.mzXML
CTL_R-ON_12_dpi_C1_P_2.mzXML
CTL_R-ON_12_dpi_C1_P_3.mzXML
CTL_R-ON_12_dpi_C2_N_1.mzXML
CTL_R-ON_12_dpi_C2_N_2.mzXML
CTL_R-ON_12_dpi_C2_N_3.mzXML
CTL_R-ON_12_dpi_C2_P_1.mzXML
CTL_R-ON_12_dpi_C2_P_2.mzXML
CTL_R-ON_12_dpi_C2_P_3.mzXML
CTL_R-ON_12_dpi_C3_N_1.mzXML
CTL_R-ON_12_dpi_C3_N_2.mzXML
CTL_R-ON_12_dpi_C3_N_3.mzXML
CTL_R-ON_12_dpi_C3_P_1.mzXML
CTL_R-ON_12_dpi_C3_P_2.mzXML
CTL_R-ON_12_dpi_C3_P_3.mzXML
CTL_R-ON_18_dpi_A1_N_1.mzXML
CTL_R-ON_18_dpi_A1_N_2.mzXML
CTL_R-ON_18_dpi_A1_N_3.mzXML
CTL_R-ON_18_dpi_A1_P_1.mzXML
CTL_R-ON_18_dpi_A1_P_2.mzXML
CTL_R-ON_18_dpi_A1_P_3.mzXML
CTL_R-ON_18_dpi_A2_N_1.mzXML
CTL_R-ON_18_dpi_A2_N_2.mzXML
CTL_R-ON_18_dpi_A2_N_3.mzXML
CTL_R-ON_18_dpi_A2_P_1.mzXML
CTL_R-ON_18_dpi_A2_P_2.mzXML
CTL_R-ON_18_dpi_A2_P_3.mzXML
CTL_R-ON_18_dpi_A3_N_1.mzXML
CTL_R-ON_18_dpi_A3_N_2.mzXML
CTL_R-ON_18_dpi_A3_N_3.mzXML
CTL_R-ON_18_dpi_A3_P_1.mzXML
CTL_R-ON_18_dpi_A3_P_2.mzXML
CTL_R-ON_18_dpi_A3_P_3.mzXML
CTL_R-ON_18_dpi_B1_N_1.mzXML
CTL_R-ON_18_dpi_B1_N_2.mzXML
CTL_R-ON_18_dpi_B1_N_3.mzXML
CTL_R-ON_18_dpi_B1_P_1.mzXML
CTL_R-ON_18_dpi_B1_P_2.mzXML
CTL_R-ON_18_dpi_B1_P_3.mzXML
CTL_R-ON_18_dpi_B2_N_1.mzXML
CTL_R-ON_18_dpi_B2_N_2.mzXML
CTL_R-ON_18_dpi_B2_N_3.mzXML
CTL_R-ON_18_dpi_B2_P_1.mzXML
CTL_R-ON_18_dpi_B2_P_2.mzXML
CTL_R-ON_18_dpi_B2_P_3.mzXML
CTL_R-ON_18_dpi_B3_N_1.mzXML
CTL_R-ON_18_dpi_B3_N_2.mzXML
CTL_R-ON_18_dpi_B3_N_3.mzXML
CTL_R-ON_18_dpi_B3_P_1.mzXML
CTL_R-ON_18_dpi_B3_P_2.mzXML
CTL_R-ON_18_dpi_B3_P_3.mzXML
CTL_R-ON_18_dpi_B4_N_1.mzXML
CTL_R-ON_18_dpi_B4_N_2.mzXML
CTL_R-ON_18_dpi_B4_N_3.mzXML
CTL_R-ON_18_dpi_B4_P_1.mzXML
CTL_R-ON_18_dpi_B4_P_2.mzXML
CTL_R-ON_18_dpi_B4_P_3.mzXML
CTL_R-ON_18_dpi_C1_N_1.mzXML
CTL_R-ON_18_dpi_C1_N_2.mzXML
CTL_R-ON_18_dpi_C1_N_3.mzXML
CTL_R-ON_18_dpi_C1_P_1.mzXML
CTL_R-ON_18_dpi_C1_P_2.mzXML
CTL_R-ON_18_dpi_C1_P_3.mzXML
CTL_R-ON_18_dpi_C2_N_1.mzXML
CTL_R-ON_18_dpi_C2_N_2.mzXML
CTL_R-ON_18_dpi_C2_N_3.mzXML
CTL_R-ON_18_dpi_C2_P_1.mzXML
CTL_R-ON_18_dpi_C2_P_2.mzXML
CTL_R-ON_18_dpi_C2_P_3.mzXML
CTL_R-ON_18_dpi_C3_N_1.mzXML
CTL_R-ON_18_dpi_C3_N_2.mzXML
CTL_R-ON_18_dpi_C3_N_3.mzXML
CTL_R-ON_18_dpi_C3_P_1.mzXML
CTL_R-ON_18_dpi_C3_P_2.mzXML
CTL_R-ON_18_dpi_C3_P_3.mzXML
CTL_R-ON_18_dpi_D1_N_1.mzXML
CTL_R-ON_18_dpi_D1_N_2.mzXML
CTL_R-ON_18_dpi_D1_N_3.mzXML
CTL_R-ON_18_dpi_D1_P_1.mzXML
CTL_R-ON_18_dpi_D1_P_2.mzXML
CTL_R-ON_18_dpi_D1_P_3.mzXML
CTL_R-ON_27_dpi_A1_N_1.mzXML
CTL_R-ON_27_dpi_A1_N_2.mzXML
CTL_R-ON_27_dpi_A1_N_3.mzXML
CTL_R-ON_27_dpi_A1_P_1.mzXML
CTL_R-ON_27_dpi_A1_P_2.mzXML
CTL_R-ON_27_dpi_A1_P_3.mzXML
CTL_R-ON_27_dpi_A2_N_1.mzXML
CTL_R-ON_27_dpi_A2_N_2.mzXML
CTL_R-ON_27_dpi_A2_N_3.mzXML
CTL_R-ON_27_dpi_A2_P_1.mzXML
CTL_R-ON_27_dpi_A2_P_2.mzXML
CTL_R-ON_27_dpi_A2_P_3.mzXML
CTL_R-ON_27_dpi_A3_N_1.mzXML
CTL_R-ON_27_dpi_A3_N_2.mzXML
CTL_R-ON_27_dpi_A3_N_3.mzXML
CTL_R-ON_27_dpi_A3_P_1.mzXML
CTL_R-ON_27_dpi_A3_P_2.mzXML
CTL_R-ON_27_dpi_A3_P_3.mzXML
CTL_R-ON_27_dpi_B1_N_1.mzXML
CTL_R-ON_27_dpi_B1_N_2.mzXML
CTL_R-ON_27_dpi_B1_N_3.mzXML
CTL_R-ON_27_dpi_B1_P_1.mzXML
CTL_R-ON_27_dpi_B1_P_2.mzXML
CTL_R-ON_27_dpi_B1_P_3.mzXML
CTL_R-ON_27_dpi_B2_N_1.mzXML
CTL_R-ON_27_dpi_B2_N_2.mzXML
CTL_R-ON_27_dpi_B2_N_3.mzXML
CTL_R-ON_27_dpi_B2_P_1.mzXML
CTL_R-ON_27_dpi_B2_P_2.mzXML
CTL_R-ON_27_dpi_B2_P_3.mzXML
CTL_R-ON_27_dpi_B3_N_1.mzXML
CTL_R-ON_27_dpi_B3_N_2.mzXML
CTL_R-ON_27_dpi_B3_N_3.mzXML
CTL_R-ON_27_dpi_B3_P_1.mzXML
CTL_R-ON_27_dpi_B3_P_2.mzXML
CTL_R-ON_27_dpi_B3_P_3.mzXML
CTL_R-ON_27_dpi_C1_N_1.mzXML
CTL_R-ON_27_dpi_C1_N_2.mzXML
CTL_R-ON_27_dpi_C1_N_3.mzXML
CTL_R-ON_27_dpi_C1_P_1.mzXML
CTL_R-ON_27_dpi_C1_P_2.mzXML
CTL_R-ON_27_dpi_C1_P_3.mzXML
CTL_R-ON_27_dpi_C2_N_1.mzXML
CTL_R-ON_27_dpi_C2_N_2.mzXML
CTL_R-ON_27_dpi_C2_N_3.mzXML
CTL_R-ON_27_dpi_C2_P_1.mzXML
CTL_R-ON_27_dpi_C2_P_2.mzXML
CTL_R-ON_27_dpi_C2_P_3.mzXML
CTL_R-ON_27_dpi_C3_N_1.mzXML
CTL_R-ON_27_dpi_C3_N_2.mzXML
CTL_R-ON_27_dpi_C3_N_3.mzXML
CTL_R-ON_27_dpi_C3_P_1.mzXML
CTL_R-ON_27_dpi_C3_P_2.mzXML
CTL_R-ON_27_dpi_C3_P_3.mzXML
CTL_R-ON_27_dpi_D1_N_1.mzXML
CTL_R-ON_27_dpi_D1_N_2.mzXML
CTL_R-ON_27_dpi_D1_N_3.mzXML
CTL_R-ON_27_dpi_D1_P_1.mzXML
CTL_R-ON_27_dpi_D1_P_2.mzXML
CTL_R-ON_27_dpi_D1_P_3.mzXML
CTL_R-ON_7_dpi_A1_N_1.mzXML
CTL_R-ON_7_dpi_A1_N_2.mzXML
CTL_R-ON_7_dpi_A1_N_3.mzXML
CTL_R-ON_7_dpi_A1_P_1.mzXML
CTL_R-ON_7_dpi_A1_P_2.mzXML
CTL_R-ON_7_dpi_A1_P_3.mzXML
CTL_R-ON_7_dpi_A2_N_1.mzXML
CTL_R-ON_7_dpi_A2_N_2.mzXML
CTL_R-ON_7_dpi_A2_N_3.mzXML
CTL_R-ON_7_dpi_A2_P_1.mzXML
CTL_R-ON_7_dpi_A2_P_2.mzXML
CTL_R-ON_7_dpi_A2_P_3.mzXML
CTL_R-ON_7_dpi_A3_N_1.mzXML
CTL_R-ON_7_dpi_A3_N_2.mzXML
CTL_R-ON_7_dpi_A3_N_3.mzXML
CTL_R-ON_7_dpi_A3_P_1.mzXML
CTL_R-ON_7_dpi_A3_P_2.mzXML
CTL_R-ON_7_dpi_A3_P_3.mzXML
CTL_R-ON_7_dpi_B1_N_1.mzXML
CTL_R-ON_7_dpi_B1_N_2.mzXML
CTL_R-ON_7_dpi_B1_N_3.mzXML
CTL_R-ON_7_dpi_B1_P_1.mzXML
CTL_R-ON_7_dpi_B1_P_2.mzXML
CTL_R-ON_7_dpi_B1_P_3.mzXML
CTL_R-ON_7_dpi_B2_N_1.mzXML
CTL_R-ON_7_dpi_B2_N_2.mzXML
CTL_R-ON_7_dpi_B2_N_3.mzXML
CTL_R-ON_7_dpi_B2_P_1.mzXML
CTL_R-ON_7_dpi_B2_P_2.mzXML
CTL_R-ON_7_dpi_B2_P_3.mzXML
CTL_R-ON_7_dpi_B3_N_1.mzXML
CTL_R-ON_7_dpi_B3_N_2.mzXML
CTL_R-ON_7_dpi_B3_N_3.mzXML
CTL_R-ON_7_dpi_B3_P_1.mzXML
CTL_R-ON_7_dpi_B3_P_2.mzXML
CTL_R-ON_7_dpi_B3_P_3.mzXML
CX_L-ON_12_dpi_A1_N_1.mzXML
CX_L-ON_12_dpi_A1_N_2.mzXML
CX_L-ON_12_dpi_A1_N_3.mzXML
CX_L-ON_12_dpi_A1_P_1.mzXML
CX_L-ON_12_dpi_A1_P_2.mzXML
CX_L-ON_12_dpi_A1_P_3.mzXML
CX_L-ON_12_dpi_A2_N_1.mzXML
CX_L-ON_12_dpi_A2_N_2.mzXML
CX_L-ON_12_dpi_A2_N_3.mzXML
CX_L-ON_12_dpi_A2_P_1.mzXML
CX_L-ON_12_dpi_A2_P_2.mzXML
CX_L-ON_12_dpi_A2_P_3.mzXML
CX_L-ON_12_dpi_A3_N_1.mzXML
CX_L-ON_12_dpi_A3_N_2.mzXML
CX_L-ON_12_dpi_A3_N_3.mzXML
CX_L-ON_12_dpi_A3_P_1.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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CX_L-ON_12_dpi_A3_P_2.mzXML
CX_L-ON_12_dpi_A3_P_3.mzXML
CX_L-ON_12_dpi_B1_N_1.mzXML
CX_L-ON_12_dpi_B1_N_2.mzXML
CX_L-ON_12_dpi_B1_N_3.mzXML
CX_L-ON_12_dpi_B1_P_1.mzXML
CX_L-ON_12_dpi_B1_P_2.mzXML
CX_L-ON_12_dpi_B1_P_3.mzXML
CX_L-ON_12_dpi_B2_N_1.mzXML
CX_L-ON_12_dpi_B2_N_2.mzXML
CX_L-ON_12_dpi_B2_N_3.mzXML
CX_L-ON_12_dpi_B2_P_1.mzXML
CX_L-ON_12_dpi_B2_P_2.mzXML
CX_L-ON_12_dpi_B2_P_3.mzXML
CX_L-ON_12_dpi_B3_N_1.mzXML
CX_L-ON_12_dpi_B3_N_2.mzXML
CX_L-ON_12_dpi_B3_N_3.mzXML
CX_L-ON_12_dpi_B3_P_1.mzXML
CX_L-ON_12_dpi_B3_P_2.mzXML
CX_L-ON_12_dpi_B3_P_3.mzXML
CX_L-ON_12_dpi_C1_N_1.mzXML
CX_L-ON_12_dpi_C1_N_2.mzXML
CX_L-ON_12_dpi_C1_N_3.mzXML
CX_L-ON_12_dpi_C1_P_1.mzXML
CX_L-ON_12_dpi_C1_P_2.mzXML
CX_L-ON_12_dpi_C1_P_3.mzXML
CX_L-ON_12_dpi_C2_N_1.mzXML
CX_L-ON_12_dpi_C2_N_2.mzXML
CX_L-ON_12_dpi_C2_N_3.mzXML
CX_L-ON_12_dpi_C2_P_1.mzXML
CX_L-ON_12_dpi_C2_P_2.mzXML
CX_L-ON_12_dpi_C2_P_3.mzXML
CX_L-ON_12_dpi_C3_N_1.mzXML
CX_L-ON_12_dpi_C3_N_2.mzXML
CX_L-ON_12_dpi_C3_N_3.mzXML
CX_L-ON_12_dpi_C3_P_1.mzXML
CX_L-ON_12_dpi_C3_P_2.mzXML
CX_L-ON_12_dpi_C3_P_3.mzXML
CX_L-ON_18_dpi_A1_N_1.mzXML
CX_L-ON_18_dpi_A1_N_2.mzXML
CX_L-ON_18_dpi_A1_N_3.mzXML
CX_L-ON_18_dpi_A1_P_1.mzXML
CX_L-ON_18_dpi_A1_P_2.mzXML
CX_L-ON_18_dpi_A1_P_3.mzXML
CX_L-ON_18_dpi_A2_N_1.mzXML
CX_L-ON_18_dpi_A2_N_2.mzXML
CX_L-ON_18_dpi_A2_N_3.mzXML
CX_L-ON_18_dpi_A2_P_1.mzXML
CX_L-ON_18_dpi_A2_P_2.mzXML
CX_L-ON_18_dpi_A2_P_3.mzXML
CX_L-ON_18_dpi_A3_N_1.mzXML
CX_L-ON_18_dpi_A3_N_2.mzXML
CX_L-ON_18_dpi_A3_N_3.mzXML
CX_L-ON_18_dpi_A3_P_1.mzXML
CX_L-ON_18_dpi_A3_P_2.mzXML
CX_L-ON_18_dpi_A3_P_3.mzXML
CX_L-ON_18_dpi_B1_N_1.mzXML
CX_L-ON_18_dpi_B1_N_2.mzXML
CX_L-ON_18_dpi_B1_N_3.mzXML
CX_L-ON_18_dpi_B1_P_1.mzXML
CX_L-ON_18_dpi_B1_P_2.mzXML
CX_L-ON_18_dpi_B1_P_3.mzXML
CX_L-ON_18_dpi_B2_N_1.mzXML
CX_L-ON_18_dpi_B2_N_2.mzXML
CX_L-ON_18_dpi_B2_N_3.mzXML
CX_L-ON_18_dpi_B2_P_1.mzXML
CX_L-ON_18_dpi_B2_P_2.mzXML
CX_L-ON_18_dpi_B2_P_3.mzXML
CX_L-ON_18_dpi_B3_N_1.mzXML
CX_L-ON_18_dpi_B3_N_2.mzXML
CX_L-ON_18_dpi_B3_N_3.mzXML
CX_L-ON_18_dpi_B3_P_1.mzXML
CX_L-ON_18_dpi_B3_P_2.mzXML
CX_L-ON_18_dpi_B3_P_3.mzXML
CX_L-ON_18_dpi_B4_N_1.mzXML
CX_L-ON_18_dpi_B4_N_2.mzXML
CX_L-ON_18_dpi_B4_N_3.mzXML
CX_L-ON_18_dpi_B4_P_1.mzXML
CX_L-ON_18_dpi_B4_P_2.mzXML
CX_L-ON_18_dpi_B4_P_3.mzXML
CX_L-ON_18_dpi_C1_N_1.mzXML
CX_L-ON_18_dpi_C1_N_2.mzXML
CX_L-ON_18_dpi_C1_N_3.mzXML
CX_L-ON_18_dpi_C1_P_1.mzXML
CX_L-ON_18_dpi_C1_P_2.mzXML
CX_L-ON_18_dpi_C1_P_3.mzXML
CX_L-ON_18_dpi_C2_N_1.mzXML
CX_L-ON_18_dpi_C2_N_2.mzXML
CX_L-ON_18_dpi_C2_N_3.mzXML
CX_L-ON_18_dpi_C2_P_1.mzXML
CX_L-ON_18_dpi_C2_P_2.mzXML
CX_L-ON_18_dpi_C2_P_3.mzXML
CX_L-ON_18_dpi_C3_N_1.mzXML
CX_L-ON_18_dpi_C3_N_2.mzXML
CX_L-ON_18_dpi_C3_N_3.mzXML
CX_L-ON_18_dpi_C3_P_1.mzXML
CX_L-ON_18_dpi_C3_P_2.mzXML
CX_L-ON_18_dpi_C3_P_3.mzXML
CX_L-ON_18_dpi_D1_N_1.mzXML
CX_L-ON_18_dpi_D1_N_2.mzXML
CX_L-ON_18_dpi_D1_P_1.mzXML
CX_L-ON_18_dpi_D1_P_2.mzXML
CX_L-ON_18_dpi_D1_P_3.mzXML
CX_L-ON_27_dpi_A1_N_1.mzXML
CX_L-ON_27_dpi_A1_N_2.mzXML
CX_L-ON_27_dpi_A1_N_3.mzXML
CX_L-ON_27_dpi_A1_P_1.mzXML
CX_L-ON_27_dpi_A1_P_2.mzXML
CX_L-ON_27_dpi_A1_P_3.mzXML
CX_L-ON_27_dpi_A2_N_1.mzXML
CX_L-ON_27_dpi_A2_N_2.mzXML
CX_L-ON_27_dpi_A2_N_3.mzXML
CX_L-ON_27_dpi_A2_P_1.mzXML
CX_L-ON_27_dpi_A2_P_2.mzXML
CX_L-ON_27_dpi_A2_P_3.mzXML
CX_L-ON_27_dpi_A3_N_1.mzXML
CX_L-ON_27_dpi_A3_N_2.mzXML
CX_L-ON_27_dpi_A3_N_3.mzXML
CX_L-ON_27_dpi_A3_P_1.mzXML
CX_L-ON_27_dpi_A3_P_2.mzXML
CX_L-ON_27_dpi_A3_P_3.mzXML
CX_L-ON_27_dpi_B1_N_1.mzXML
CX_L-ON_27_dpi_B1_N_2.mzXML
CX_L-ON_27_dpi_B1_N_3.mzXML
CX_L-ON_27_dpi_B1_P_1.mzXML
CX_L-ON_27_dpi_B1_P_2.mzXML
CX_L-ON_27_dpi_B1_P_3.mzXML
CX_L-ON_27_dpi_B2_N_1.mzXML
CX_L-ON_27_dpi_B2_N_2.mzXML
CX_L-ON_27_dpi_B2_N_3.mzXML
CX_L-ON_27_dpi_B2_P_1.mzXML
CX_L-ON_27_dpi_B2_P_2.mzXML
CX_L-ON_27_dpi_B2_P_3.mzXML
CX_L-ON_27_dpi_C1_N_1.mzXML
CX_L-ON_27_dpi_C1_N_2.mzXML
CX_L-ON_27_dpi_C1_N_3.mzXML
CX_L-ON_27_dpi_C1_P_1.mzXML
CX_L-ON_27_dpi_C1_P_2.mzXML
CX_L-ON_27_dpi_C1_P_3.mzXML
CX_L-ON_27_dpi_C2_N_1.mzXML
CX_L-ON_27_dpi_C2_N_2.mzXML
CX_L-ON_27_dpi_C2_N_3.mzXML
CX_L-ON_27_dpi_C2_P_1.mzXML
CX_L-ON_27_dpi_C2_P_2.mzXML
CX_L-ON_27_dpi_C2_P_3.mzXML
CX_L-ON_27_dpi_C3_N_1.mzXML
CX_L-ON_27_dpi_C3_N_2.mzXML
CX_L-ON_27_dpi_C3_N_3.mzXML
CX_L-ON_27_dpi_C3_P_1.mzXML
CX_L-ON_27_dpi_C3_P_2.mzXML
CX_L-ON_27_dpi_C3_P_3.mzXML
CX_L-ON_27_dpi_D1_N_1.mzXML
CX_L-ON_27_dpi_D1_N_2.mzXML
CX_L-ON_27_dpi_D1_N_3.mzXML
CX_L-ON_27_dpi_D1_P_1.mzXML
CX_L-ON_27_dpi_D1_P_2.mzXML
CX_L-ON_27_dpi_D1_P_3.mzXML
CX_L-ON_7_dpi_A1_N_1.mzXML
CX_L-ON_7_dpi_A1_N_2.mzXML
CX_L-ON_7_dpi_A1_N_3.mzXML
CX_L-ON_7_dpi_A1_P_1.mzXML
CX_L-ON_7_dpi_A1_P_2.mzXML
CX_L-ON_7_dpi_A1_P_3.mzXML
CX_L-ON_7_dpi_A2_N_1.mzXML
CX_L-ON_7_dpi_A2_N_2.mzXML
CX_L-ON_7_dpi_A2_N_3.mzXML
CX_L-ON_7_dpi_A2_P_1.mzXML
CX_L-ON_7_dpi_A2_P_2.mzXML
CX_L-ON_7_dpi_A2_P_3.mzXML
CX_L-ON_7_dpi_A3_N_1.mzXML
CX_L-ON_7_dpi_A3_N_2.mzXML
CX_L-ON_7_dpi_A3_N_3.mzXML
CX_L-ON_7_dpi_A3_P_1.mzXML
CX_L-ON_7_dpi_A3_P_2.mzXML
CX_L-ON_7_dpi_A3_P_3.mzXML
CX_L-ON_7_dpi_B1_N_1.mzXML
CX_L-ON_7_dpi_B1_N_2.mzXML
CX_L-ON_7_dpi_B1_P_1.mzXML
CX_L-ON_7_dpi_B1_P_2.mzXML
CX_L-ON_7_dpi_B1_P_3.mzXML
CX_L-ON_7_dpi_B2_N_1.mzXML
CX_L-ON_7_dpi_B2_N_2.mzXML
CX_L-ON_7_dpi_B2_N_3.mzXML
CX_L-ON_7_dpi_B2_P_1.mzXML
CX_L-ON_7_dpi_B2_P_2.mzXML
CX_L-ON_7_dpi_B2_P_3.mzXML
CX_L-ON_7_dpi_B3_N_1.mzXML
CX_L-ON_7_dpi_B3_N_2.mzXML
CX_L-ON_7_dpi_B3_N_3.mzXML
CX_L-ON_7_dpi_B3_P_1.mzXML
CX_L-ON_7_dpi_B3_P_2.mzXML
CX_L-ON_7_dpi_B3_P_3.mzXML
L-ON_Sham_18_dpi_N_1.mzXML
L-ON_Sham_18_dpi_N_2.mzXML
L-ON_Sham_18_dpi_N_3.mzXML
L-ON_Sham_18_dpi_P_1.mzXML
L-ON_Sham_18_dpi_P_2.mzXML
L-ON_Sham_18_dpi_P_3.mzXML
R-ON_Sham_18_dpi_N_1.mzXML
R-ON_Sham_18_dpi_N_2.mzXML
R-ON_Sham_18_dpi_N_3.mzXML
R-ON_Sham_18_dpi_P_1.mzXML
R-ON_Sham_18_dpi_P_2.mzXML
R-ON_Sham_18_dpi_P_3.mzXML
Sham_L-ON_27_dpi_A3_N_1.mzXML
Sham_L-ON_27_dpi_A3_N_2.mzXML
Sham_L-ON_27_dpi_A3_N_3.mzXML
Sham_L-ON_27_dpi_A3_P_1.mzXML
Sham_L-ON_27_dpi_A3_P_2.mzXML
Sham_L-ON_27_dpi_A3_P_3.mzXML
Sham_R-ON_27_dpi_A3_P_1.mzXML
Sham_R-ON_27_dpi_A3_P_2.mzXML
Sham_R-ON_27_dpi_A3_P_3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 439 rows!
Extracted information for 439 samples.
Processing  ST003293
Initiating REDU-table generation for AN005392
Rest length is 58
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005393
Rest length is 58
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
mx 725215 raw data
negLIPIDS
MtdBlank001_MX725215_negLIPIDS_preYoun001.raw
mx 725215 raw data
negLIPIDS
PoolQC001_MX725215_negLIPIDS_preYoun001.raw
mx 725215 raw data
negLIPIDS
Youn001_MX725215_negLIPIDS_1406--P-066.raw
mx 725215 raw data
negLIPIDS
Youn002_MX725215_negLIPIDS_1397--P-057.raw
mx 725215 raw data
negLIPIDS
Youn003_MX725215_negLIPIDS_1399--P-059.raw
mx 725215 raw data
negLIPIDS
Youn006_MX725215_negLIPIDS_1396--P-056.raw
mx 725215 raw data
negLIPIDS
Youn007_MX725215_negLIPIDS_1379--P-039.raw
mx 725215 raw data
negLIPIDS
Youn008_MX725215_negLIPIDS_1408--P-068.raw
mx 725215 raw data
negLIPIDS
Youn009_MX725215_negLIPIDS_1384--P-044.raw
mx 725215 raw data
negLIPIDS
Youn010_MX725215_negLIPIDS_1405--P-065.raw
mx 725215 raw data
negLIPIDS
Youn011_MX725215_negLIPIDS_1373--P-033.raw
mx 725215 raw data
negLIPIDS
Youn015_MX725215_negLIPIDS_1380--P-040.raw
mx 725215 raw data
negLIPIDS
Youn019_MX725215_negLIPIDS_1407--P-067.raw
mx 725215 raw data
negLIPIDS
Youn020_MX725215_negLIPIDS_1387--P-047.raw
mx 725215 raw data
negLIPIDS
Youn021_MX725215_negLIPIDS_1409--P-069.raw
mx 725215 raw data
negLIPIDS
Youn023_MX725215_negLIPIDS_1410--P-070.raw
mx 725215 raw data
negLIPIDS
Youn024_MX725215_negLIPIDS_1389--P-049.raw
mx 725215 raw data
negLIPIDS
Youn025_MX725215_negLIPIDS_1411--P-071.raw
mx 725215 raw data
negLIPIDS
Youn026_MX725215_negLIPIDS_1395--P-055.raw
mx 725215 raw data
negLIPIDS
Youn027_MX725215_negLIPIDS_1386--P-046.raw
mx 725215 raw data
negLIPIDS
Youn028_MX725215_negLIPIDS_1388--P-048.raw
mx 725215 raw data
negLIPIDS
Youn029_MX725215_negLIPIDS_1393--P-053.raw
mx 725215 raw data
negLIPIDS
Youn031_MX725215_negLIPIDS_1394--P-054.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1769/3150 [2:17:39<1:05:58,  2.87s/it]
mx 725215 raw data
negLIPIDS
Youn032_MX725215_negLIPIDS_1385--P-045.raw
mx 725215 raw data
negLIPIDS
Youn034_MX725215_negLIPIDS_1391--P-051.raw
mx 725215 raw data
negLIPIDS
Youn039_MX725215_negLIPIDS_1398--P-058.raw
mx 725215 raw data
negLIPIDS
Youn042_MX725215_negLIPIDS_1375--P-035.raw
mx 725215 raw data
negLIPIDS
Youn045_MX725215_negLIPIDS_1402--P-062.raw
mx 725215 raw data
negLIPIDS
Youn048_MX725215_negLIPIDS_1381--P-041.raw
mx 725215 raw data
negLIPIDS
Youn052_MX725215_negLIPIDS_1383--P-043.raw
mx 725215 raw data
negLIPIDS
Youn053_MX725215_negLIPIDS_1400--P-060.raw
mx 725215 raw data
negLIPIDS
Youn055_MX725215_negLIPIDS_1401--P-061.raw
mx 725215 raw data
negLIPIDS
Youn058_MX725215_negLIPIDS_1404--P-064.raw
mx 725215 raw data
negLIPIDS
Youn059_MX725215_negLIPIDS_1374--P-034.raw
mx 725215 raw data
negLIPIDS
Youn060_MX725215_negLIPIDS_1392--P-052.raw
mx 725215 raw data
negLIPIDS
Youn062_MX725215_negLIPIDS_1382--P-042.raw
mx 725215 raw data
negLIPIDS
Youn063_MX725215_negLIPIDS_1403--P-063.raw
mx 725215 raw data
negLIPIDS
Youn065_MX725215_negLIPIDS_1390--P-050.raw
mx 725215 raw data
negLIPIDS
Youn066_MX725215_negLIPIDS_1378--P-038.raw
mx 725215 raw data
negLIPIDS
Youn067_MX725215_negLIPIDS_1377--P-037.raw
mx 725215 raw data
negLIPIDS
Youn070_MX725215_negLIPIDS_1412--P-072.raw
mx 725215 raw data
negLIPIDS
Youn072_MX725215_negLIPIDS_1376--P-036.raw
mx 725215 raw data
posLIPIDS
MtdBlank001_MX725215_posLIPIDS_preYoun001.raw
mx 725215 raw data
posLIPIDS
PoolQC001_MX725215_posLIPIDS_preYoun001.raw
mx 725215 raw data
posLIPIDS
Youn001_MX725215_posLIPIDS_1406--P-066.raw
mx 725215 raw data
posLIPIDS
Youn002_MX725215_posLIPIDS_1397--P-057.raw
mx 725215 raw data
posLIPIDS
Youn003_MX725215_posLIPIDS_1399--P-059.raw
mx 725215 raw data
posLIPIDS
Youn006_MX725215_posLIPIDS_1396--P-056.raw
mx 725215 raw data
posLIPIDS
Youn007_MX725215_posLIPIDS_1379--P-039.raw
mx 725215 raw data
posLIPIDS
Youn008_MX725215_posLIPIDS_1408--P-068.raw
mx 725215 raw data
posLIPIDS
Youn009_MX725215_posLIPIDS_1384--P-044.raw
mx 725215 raw data
posLIPIDS
Youn010_MX725215_posLIPIDS_1405--P-065.raw
mx 725215 raw data
posLIPIDS
Youn011_MX725215_posLIPIDS_1373--P-033.raw
mx 725215 raw data
posLIPIDS
Youn015_MX725215_posLIPIDS_1380--P-040.raw
mx 725215 raw data
posLIPIDS
Youn019_MX725215_posLIPIDS_1407--P-067.raw
mx 725215 raw data
posLIPIDS
Youn020_MX725215_posLIPIDS_1387--P-047.raw
mx 725215 raw data
posLIPIDS
Youn021_MX725215_posLIPIDS_1409--P-069.raw
mx 725215 raw data
posLIPIDS
Youn023_MX725215_posLIPIDS_1410--P-070.raw
mx 725215 raw data
posLIPIDS
Youn024_MX725215_posLIPIDS_1389--P-049.raw
mx 725215 raw data
posLIPIDS
Youn025_MX725215_posLIPIDS_1411--P-071.raw
mx 725215 raw data
posLIPIDS
Youn026_MX725215_posLIPIDS_1395--P-055.raw
mx 725215 raw data
posLIPIDS
Youn027_MX725215_posLIPIDS_1386--P-046.raw
mx 725215 raw data
posLIPIDS
Youn028_MX725215_posLIPIDS_1388--P-048.raw
mx 725215 raw data
posLIPIDS
Youn029_MX725215_posLIPIDS_1393--P-053.raw
mx 725215 raw data
posLIPIDS
Youn031_MX725215_posLIPIDS_1394--P-054.raw
mx 725215 raw data
posLIPIDS
Youn032_MX725215_posLIPIDS_1385--P-045.raw
mx 725215 raw data
posLIPIDS
Youn034_MX725215_posLIPIDS_1391--P-051.raw
mx 725215 raw data
posLIPIDS
Youn039_MX725215_posLIPIDS_1398--P-058.raw
mx 725215 raw data
posLIPIDS
Youn042_MX725215_posLIPIDS_1375--P-035.raw
mx 725215 raw data
posLIPIDS
Youn045_MX725215_posLIPIDS_1402--P-062.raw
mx 725215 raw data
posLIPIDS
Youn048_MX725215_posLIPIDS_1381--P-041.raw
mx 725215 raw data
posLIPIDS
Youn052_MX725215_posLIPIDS_1383--P-043.raw
mx 725215 raw data
posLIPIDS
Youn053_MX725215_posLIPIDS_1400--P-060.raw
mx 725215 raw data
posLIPIDS
Youn055_MX725215_posLIPIDS_1401--P-061.raw
mx 725215 raw data
posLIPIDS
Youn058_MX725215_posLIPIDS_1404--P-064.raw
mx 725215 raw data
posLIPIDS
Youn059_MX725215_posLIPIDS_1374--P-034.raw
mx 725215 raw data
posLIPIDS
Youn060_MX725215_posLIPIDS_1392--P-052.raw
mx 725215 raw data
posLIPIDS
Youn062_MX725215_posLIPIDS_1382--P-042.raw
mx 725215 raw data
posLIPIDS
Youn063_MX725215_posLIPIDS_1403--P-063.raw
mx 725215 raw data
posLIPIDS
Youn065_MX725215_posLIPIDS_1390--P-050.raw
mx 725215 raw data
posLIPIDS
Youn066_MX725215_posLIPIDS_1378--P-038.raw
mx 725215 raw data
posLIPIDS
Youn067_MX725215_posLIPIDS_1377--P-037.raw
mx 725215 raw data
posLIPIDS
Youn070_MX725215_posLIPIDS_1412--P-072.raw
mx 725215 raw data
posLIPIDS
Youn072_MX725215_posLIPIDS_1376--P-036.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 84 rows!
Extracted information for 84 samples.
Processing  ST002945
Initiating REDU-table generation for AN004830
Rest length is 97
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
raw_metabolomics feces
210601_se011.raw
raw_metabolomics feces
210601_se012.raw
raw_metabolomics feces
210601_se013.raw
raw_metabolomics feces
210601_se014.raw
raw_metabolomics feces
210601_se015.raw
raw_metabolomics feces
210601_se016.raw
raw_metabolomics feces
210601_se017.raw
raw_metabolomics feces
210601_se018.raw
raw_metabolomics feces
210601_se019.raw
raw_metabolomics feces
210601_se020.raw
raw_metabolomics feces
210601_se021.raw
raw_metabolomics feces
210601_se022.raw
raw_metabolomics feces
210601_se024.raw
raw_metabolomics feces
210601_se025.raw
raw_metabolomics feces
210601_se026.raw
raw_metabolomics feces
210601_se027.raw
raw_metabolomics feces
210601_se028.raw
raw_metabolomics feces
210601_se029.raw
raw_metabolomics feces
210601_se030.raw
raw_metabolomics feces
210601_se031.raw
raw_metabolomics feces
210601_se032.raw
raw_metabolomics feces
210601_se033.raw
raw_metabolomics feces
210601_se034.raw
raw_metabolomics feces
210601_se035.raw
raw_metabolomics feces
210601_se037.raw
raw_metabolomics feces
210601_se038.raw
raw_metabolomics feces
210601_se039.raw
raw_metabolomics feces
210601_se040.raw
raw_metabolomics feces
210601_se041.raw
raw_metabolomics feces
210601_se042.raw
raw_metabolomics feces
210601_se043.raw
raw_metabolomics feces
210601_se044.raw
raw_metabolomics feces
210601_se045.raw
raw_metabolomics feces
210601_se046.raw
raw_metabolomics feces
210601_se047.raw
raw_metabolomics feces
210601_se048.raw
raw_metabolomics feces
210601_se050.raw
raw_metabolomics feces
210601_se051.raw
raw_metabolomics feces
210601_se052.raw
raw_metabolomics feces
210601_se053.raw
raw_metabolomics feces
210601_se054.raw
raw_metabolomics feces
210601_se055.raw
raw_metabolomics feces
210601_se056.raw
raw_metabolomics feces
210601_se057.raw
raw_metabolomics feces
210601_se058.raw
raw_metabolomics feces
210601_se059.raw
raw_metabolomics feces
210601_se060.raw
raw_metabolomics feces
210601_se061.raw
raw_metabolomics feces
210601_se063.raw
raw_metabolomics feces
210601_se064.raw
raw_metabolomics feces
210601_se065.raw
raw_metabolomics feces
210601_se066.raw
raw_metabolomics feces
210601_se067.raw
raw_metabolomics feces
210601_se068.raw
raw_metabolomics feces
210601_se069.raw
raw_metabolomics feces
210601_se070.raw
raw_metabolomics feces
210601_se071.raw
raw_metabolomics feces
210601_se072.raw
raw_metabolomics feces
210601_se073.raw
raw_metabolomics feces
210601_se074.raw
raw_metabolomics feces
210601_se076.raw
raw_metabolomics feces
210601_se077.raw
raw_metabolomics feces
210601_se078.raw
raw_metabolomics feces
210601_se079.raw
raw_metabolomics feces
210601_se080.raw
raw_metabolomics feces
210601_se081.raw
raw_metabolomics feces
210601_se082.raw
raw_metabolomics feces
210601_se083.raw
raw_metabolomics feces
210601_se084.raw
raw_metabolomics feces
210601_se085.raw
raw_metabolomics feces
210601_se086.raw
raw_metabolomics feces
210601_se087.raw
raw_metabolomics feces
210601_se089.raw
raw_metabolomics feces
210601_se090.raw
raw_metabolomics feces
210601_se091.raw
raw_metabolomics feces
210601_se092.raw
raw_metabolomics feces
210601_se093.raw
raw_metabolomics feces
210601_se094.raw
raw_metabolomics feces
210601_se095.raw
raw_metabolomics feces
210601_se096.raw
raw_metabolomics feces
210601_se097.raw
raw_metabolomics feces
210601_se098.raw
raw_metabolomics feces
210601_se099.raw
raw_metabolomics feces/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▌    | 1770/3150 [2:17:42<1:11:27,  3.11s/it]
 56%|█████▌    | 1771/3150 [2:17:43<54:39,  2.38s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▋    | 1773/3150 [2:17:46<45:38,  1.99s/it]
210601_se100.raw
raw_metabolomics feces
210601_se102.raw
raw_metabolomics feces
210601_se103.raw
raw_metabolomics feces
210601_se104.raw
raw_metabolomics feces
210601_se105.raw
raw_metabolomics feces
210601_se106.raw
raw_metabolomics feces
210601_se107.raw
raw_metabolomics feces
210601_se108.raw
raw_metabolomics feces
210601_se109.raw
raw_metabolomics feces
210601_se110.raw
raw_metabolomics feces
210601_se111.raw
raw_metabolomics feces
210601_se112.raw
raw_metabolomics feces
210601_se113.raw
raw_metabolomics feces
210601_se114.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 97 rows!
Extracted information for 97 samples.
Processing  ST002470
Initiating REDU-table generation for AN004029
Did not receive valid mwTab json for AN004029!
Initiating REDU-table generation for AN004030
Did not receive valid mwTab json for AN004030!
Initiating REDU-table generation for AN004031
Did not receive valid mwTab json for AN004031!
Initiating REDU-table generation for AN004032
Did not receive valid mwTab json for AN004032!
Processing  ST000354
No raw data detected. Ignoring ST000354
Processing  ST002670
Initiating REDU-table generation for AN004342
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217016607.raw
90218016607.raw
90222016607.raw
90223016607.raw
90225016607.raw
90227016607.raw
90229016607.raw
90232016607.raw
90237016607.raw
90239016607.raw
90245016607.raw
90248016607.raw
90251016607.raw
90252016607.raw
90254016607.raw
90258016607.raw
90259016607.raw
90265016607.raw
90266016607.raw
90267016607.raw
90280016607.raw
90281016607.raw
90283016607.raw
90289016607.raw
90292016607.raw
90406016607.raw
90410016607.raw
90412016607.raw
90416016607.raw
90420016607.raw
90421016607.raw
90422016607.raw
90423016607.raw
90426016607.raw
90430016607.raw
90439016607.raw
90441016607.raw
90444016607.raw
90449016607.raw
90450016607.raw
90559016607.raw
90560016607.raw
90564016607.raw
90567016607.raw
90571016607.raw
90576016607.raw
90578016607.raw
90581016607.raw
90585016607.raw
90587016607.raw
IPE_Reference_Lung.raw
IPE_Reference_Lung02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Lung.raw
SED_Reference_Lung02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST001198
No raw data detected. Ignoring ST001198
Processing  ST002669
Initiating REDU-table generation for AN004341
Rest length is 91
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/91 [00:00<?, ?it/s]

Mapping potential matches:  41%|████      | 37/91 [00:00<00:00, 366.36it/s]

Mapping potential matches:  82%|████████▏ | 75/91 [00:00<00:00, 368.58it/s]
Mapping potential matches: 100%|██████████| 91/91 [00:00<00:00, 368.73it/s]

 56%|█████▋    | 1775/3150 [2:17:46<31:39,  1.38s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 56%|█████▋    | 1777/3150 [2:17:49<29:22,  1.28s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001185
No raw data detected. Ignoring ST001185
Processing  ST002197
Initiating REDU-table generation for AN003596
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
mouse_tissue_raw_file
KIT2-0-5404_1036508975_03_0_1_1_00_1036509732.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_04_0_1_1_00_1036509815.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_15_0_1_1_00_1036509747.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_16_0_1_1_00_1036509820.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_28_0_1_1_00_1036509834.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_50_0_1_1_00_1036509698.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_52_0_1_1_00_1036509853.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_62_0_1_1_00_1036509709.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_63_0_1_1_00_1036509785.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_64_0_1_1_00_1036509868.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_74_0_1_1_00_1036509713.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_75_0_1_1_00_1036509790.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_76_0_1_1_00_1036509872.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_86_0_1_1_00_1036509728.wiff
mouse_tissue_raw_file
KIT2-0-5404_1036508975_87_0_1_1_00_1036509801.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_03_0_1_1_00_1036509732.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_04_0_1_1_00_1036509815.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_15_0_1_1_00_1036509747.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_16_0_1_1_00_1036509820.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_28_0_1_1_00_1036509834.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_50_0_1_1_00_1036509698.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_52_0_1_1_00_1036509853.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_62_0_1_1_00_1036509709.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_63_0_1_1_00_1036509785.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_64_0_1_1_00_1036509868.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_74_0_1_1_00_1036509713.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_75_0_1_1_00_1036509790.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_76_0_1_1_00_1036509872.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_86_0_1_1_00_1036509728.wiff
mouse_tissue_raw_file
KIT3-0-5505_1036508980_87_0_1_1_00_1036509801.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST000405
Initiating REDU-table generation for AN000645
Rest length is 111
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/111 [00:00<?, ?it/s]

Mapping potential matches:   5%|▌         | 6/111 [00:00<00:01, 59.65it/s]

Mapping potential matches:  11%|█         | 12/111 [00:00<00:01, 59.46it/s]

Mapping potential matches:  16%|█▌        | 18/111 [00:00<00:01, 59.56it/s]

Mapping potential matches:  22%|██▏       | 24/111 [00:00<00:01, 59.63it/s]

Mapping potential matches:  27%|██▋       | 30/111 [00:00<00:01, 59.46it/s]

Mapping potential matches:  32%|███▏      | 36/111 [00:00<00:01, 59.56it/s]

Mapping potential matches:  38%|███▊      | 42/111 [00:00<00:01, 59.53it/s]

Mapping potential matches:  43%|████▎     | 48/111 [00:00<00:01, 59.54it/s]

Mapping potential matches:  49%|████▊     | 54/111 [00:00<00:00, 59.68it/s]

Mapping potential matches:  55%|█████▍    | 61/111 [00:01<00:00, 60.06it/s]

Mapping potential matches:  61%|██████▏   | 68/111 [00:01<00:00, 60.54it/s]

Mapping potential matches:  68%|██████▊   | 75/111 [00:01<00:00, 60.74it/s]

Mapping potential matches:  74%|███████▍  | 82/111 [00:01<00:00, 60.76it/s]

Mapping potential matches:  80%|████████  | 89/111 [00:01<00:00, 60.77it/s]

Mapping potential matches:  86%|████████▋ | 96/111 [00:01<00:00, 60.64it/s]

Mapping potential matches:  93%|█████████▎| 103/111 [00:01<00:00, 60.52it/s]

Mapping potential matches:  99%|█████████▉| 110/111 [00:01<00:00, 60.56it/s]
Mapping potential matches: 100%|██████████| 111/111 [00:01<00:00, 60.19it/s]

 56%|█████▋    | 1778/3150 [2:17:51<34:12,  1.50s/it]
 57%|█████▋    | 1782/3150 [2:17:51<16:16,  1.40it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002102
No raw data detected. Ignoring ST002102
Processing  ST000837
No raw data detected. Ignoring ST000837
Processing  ST003359
No raw data detected. Ignoring ST003359
Processing  ST000563
No raw data detected. Ignoring ST000563
Processing  ST001635
Initiating REDU-table generation for AN002672
Rest length is 193
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Hursting_Stewart_LC-MS-untargted
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Hursting_Stewart_LC-MS-untargted
L_160.raw
Hursting_Stewart_LC-MS-untargted
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L_168.raw
Hursting_Stewart_LC-MS-untargted
L_169.raw
Hursting_Stewart_LC-MS-untargted
L_17.raw
Hursting_Stewart_LC-MS-untargted
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Hursting_Stewart_LC-MS-untargted
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Hursting_Stewart_LC-MS-untargted/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1784/3150 [2:17:55<22:26,  1.01it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1785/3150 [2:17:57<26:23,  1.16s/it]
 57%|█████▋    | 1787/3150 [2:17:57<18:29,  1.23it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1789/3150 [2:18:00<23:40,  1.04s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1790/3150 [2:18:03<31:00,  1.37s/it]
 57%|█████▋    | 1792/3150 [2:18:03<21:07,  1.07it/s]
L_82.raw
Hursting_Stewart_LC-MS-untargted
L_83.raw
Hursting_Stewart_LC-MS-untargted
L_84.raw
Hursting_Stewart_LC-MS-untargted
L_85.raw
Hursting_Stewart_LC-MS-untargted
L_86.raw
Hursting_Stewart_LC-MS-untargted
L_87.raw
Hursting_Stewart_LC-MS-untargted
L_88.raw
Hursting_Stewart_LC-MS-untargted
L_89.raw
Hursting_Stewart_LC-MS-untargted
L_9.raw
Hursting_Stewart_LC-MS-untargted
L_90.raw
Hursting_Stewart_LC-MS-untargted
L_91.raw
Hursting_Stewart_LC-MS-untargted
L_92.raw
Hursting_Stewart_LC-MS-untargted
L_93.raw
Hursting_Stewart_LC-MS-untargted
L_94.raw
Hursting_Stewart_LC-MS-untargted
L_95.raw
Hursting_Stewart_LC-MS-untargted
L_96.raw
Hursting_Stewart_LC-MS-untargted
L_97.raw
Hursting_Stewart_LC-MS-untargted
L_98.raw
Hursting_Stewart_LC-MS-untargted
L_99.raw
Hursting_Stewart_LC-MS-untargted
SP_1-4.raw
Hursting_Stewart_LC-MS-untargted
SP_10-1.raw
Hursting_Stewart_LC-MS-untargted
SP_10-2.raw
Hursting_Stewart_LC-MS-untargted
SP_2-1.raw
Hursting_Stewart_LC-MS-untargted
SP_2-2.raw
Hursting_Stewart_LC-MS-untargted
SP_3-1.raw
Hursting_Stewart_LC-MS-untargted
SP_3-2.raw
Hursting_Stewart_LC-MS-untargted
SP_4-1.raw
Hursting_Stewart_LC-MS-untargted
SP_4-2.raw
Hursting_Stewart_LC-MS-untargted
SP_5-1.raw
Hursting_Stewart_LC-MS-untargted
SP_5-2.raw
Hursting_Stewart_LC-MS-untargted
SP_6-4.raw
Hursting_Stewart_LC-MS-untargted
SP_7-1.raw
Hursting_Stewart_LC-MS-untargted
SP_7-2.raw
Hursting_Stewart_LC-MS-untargted
SP_8-1.raw
Hursting_Stewart_LC-MS-untargted
SP_8-2.raw
Hursting_Stewart_LC-MS-untargted
SP_9-1.raw
Hursting_Stewart_LC-MS-untargted
SP_9-2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 193 rows!
Extracted information for 193 samples.
Processing  ST003480
No raw data detected. Ignoring ST003480
Processing  ST002791
Initiating REDU-table generation for AN004541
Rest length is 16
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzML file
MCF 000545 KPC
MCF000545_ST100.mzML
mzML file
MCF 000545 KPC
MCF000545_ST101.mzML
mzML file
MCF 000545 KPC
MCF000545_ST102.mzML
mzML file
MCF 000545 KPC
MCF000545_ST91.mzML
mzML file
MCF 000545 KPC
MCF000545_ST92.mzML
mzML file
MCF 000545 KPC
MCF000545_ST93.mzML
mzML file
MCF 000545 KPC
MCF000545_ST94.mzML
mzML file
MCF 000545 KPC
MCF000545_ST99.mzML
mzML file
MCF000215 Panc02
MCF000215_SR01.mzML
mzML file
MCF000215 Panc02
MCF000215_SR02.mzML
mzML file
MCF000215 Panc02
MCF000215_SR03.mzML
mzML file
MCF000215 Panc02
MCF000215_SR04.mzML
mzML file
MCF000215 Panc02
MCF000215_SR13.mzML
mzML file
MCF000215 Panc02
MCF000215_SR14.mzML
mzML file
MCF000215 Panc02
MCF000215_SR15.mzML
mzML file
MCF000215 Panc02
MCF000215_SR16.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST000328
No raw data detected. Ignoring ST000328
Processing  ST000324
No raw data detected. Ignoring ST000324
Processing  ST002942
No raw data detected. Ignoring ST002942
Processing  ST002079
Initiating REDU-table generation for AN003391
Rest length is 48
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003392
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
neg
SRC-3 KO ZT0 replicate1 neg.wiff
neg
SRC-3 KO ZT0 replicate2 neg.wiff
neg
SRC-3 KO ZT12 replicate1 neg.wiff
neg
SRC-3 KO ZT12 replicate2 neg.wiff
neg
SRC-3 KO ZT16 replicate1 neg.wiff
neg
SRC-3 KO ZT16 replicate2 neg.wiff
neg
SRC-3 KO ZT20 replicate1 neg.wiff
neg
SRC-3 KO ZT20 replicate2 neg.wiff
neg
SRC-3 KO ZT4 replicate1 neg.wiff
neg
SRC-3 KO ZT4 replicate2 neg.wiff
neg
SRC-3 KO ZT8 replicate1 neg.wiff
neg
SRC-3 KO ZT8 replicate2 neg.wiff
neg
SRC-3 WT ZT0 replicate1 neg.wiff
neg
SRC-3 WT ZT0 replicate2 neg.wiff
neg
SRC-3 WT ZT12 replicate1 neg.wiff
neg
SRC-3 WT ZT12 replicate2 neg.wiff
neg
SRC-3 WT ZT16 replicate1 neg.wiff
neg
SRC-3 WT ZT16 replicate2 neg.wiff
neg
SRC-3 WT ZT20 replicate1 neg.wiff
neg
SRC-3 WT ZT20 replicate2 neg.wiff
neg
SRC-3 WT ZT4 replicate1 neg.wiff
neg
SRC-3 WT ZT4 replicate2 neg.wiff
neg
SRC-3 WT ZT8 replicate1 neg.wiff
neg
SRC-3 WT ZT8 replicate2 neg.wiff
pos
SRC-3 KO ZT0 replicate1 pos.wiff
pos
SRC-3 KO ZT0 replicate2 pos.wiff
pos
SRC-3 KO ZT12 replicate1 pos.wiff
pos
SRC-3 KO ZT12 replicate2 pos.wiff
pos
SRC-3 KO ZT16 replicate1 pos.wiff
pos
SRC-3 KO ZT16 replicate2 pos.wiff
pos
SRC-3 KO ZT20 replicate1 pos.wiff
pos
SRC-3 KO ZT20 replicate2 pos.wiff
pos
SRC-3 KO ZT4 replicate1 pos.wiff
pos
SRC-3 KO ZT4 replicate2 pos.wiff
pos
SRC-3 KO ZT8 replicate1 pos.wiff
pos
SRC-3 KO ZT8 replicate2 pos.wiff
pos
SRC-3 WT ZT0 replicate1 pos.wiff
pos
SRC-3 WT ZT0 replicate2 pos.wiff
pos
SRC-3 WT ZT12 replicate1 pos.wiff
pos
SRC-3 WT ZT12 replicate2 pos.wiff
pos
SRC-3 WT ZT16 replicate1 pos.wiff
pos
SRC-3 WT ZT16 replicate2 pos.wiff
pos
SRC-3 WT ZT20 replicate1 pos.wiff
pos
SRC-3 WT ZT20 replicate2 pos.wiff
pos
SRC-3 WT ZT4 replicate1 pos.wiff
pos
SRC-3 WT ZT4 replicate2 pos.wiff
pos
SRC-3 WT ZT8 replicate1 pos.wiff
pos
SRC-3 WT ZT8 replicate2 pos.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002280
Initiating REDU-table generation for AN003724
Rest length is 11
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KO1.mzML
KO1R.mzML
KO2R.mzML
KO3.mzML
KO3R.mzML
WT1.mzML
WT1R.mzML
WT2.mzML
WT2R.mzML
WT3.mzML
WT3R.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST000515
No raw data detected. Ignoring ST000515
Processing  ST000081
No raw data detected. Ignoring ST000081
Processing  ST000660
Initiating REDU-table generation for AN001522
Rest length is 79
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MX184089 Sladek GC Liver
Raw Data
141001actsa01_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa02_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa03_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa04_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa05_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa06_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa07_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa08_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa09_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa10_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa11_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa12_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa13_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa14_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa15_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa16_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa17_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa18_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa19_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa20_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa22_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa23_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa24_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa25_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa26_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa27_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa28_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa29_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa30_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa31_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa32_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa33_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa34_1.cdf
MX184089 Sladek GC Liver/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1793/3150 [2:18:06<32:25,  1.43s/it]
 57%|█████▋    | 1796/3150 [2:18:06<17:55,  1.26it/s]
Raw Data
141001actsa35_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa36_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa37_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa38_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa39_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa40_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa41_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa42_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa43_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa44_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa46_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa47_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa48_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa49_1.cdf
MX184089 Sladek GC Liver
Raw Data
141001actsa50_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa01_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa02_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa03_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa04_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa05_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa06_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa07_2.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa08_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa09_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa10_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa12_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa13_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa14_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa15_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa16_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa17_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa19_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa20_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa21_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa22_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa23_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa24_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa25_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa26_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa27_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa28_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa29_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa30_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa31_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa32_1.cdf
MX184089 Sladek GC Liver
Raw Data
141002actsa33_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 79 rows!
Extracted information for 79 samples.
Processing  ST001151
No raw data detected. Ignoring ST001151
Processing  ST000787
No raw data detected. Ignoring ST000787
Processing  ST000202
No raw data detected. Ignoring ST000202
Processing  ST002514
Initiating REDU-table generation for AN004140
Rest length is 72
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004141
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
The role of dietary inulin in NASH progression
F1125_neg-F1125.mzML
The role of dietary inulin in NASH progression
F1125_pos-F1125.mzML
The role of dietary inulin in NASH progression
F1203_neg-F1203.mzML
The role of dietary inulin in NASH progression
F1203_pos-F1203.mzML
The role of dietary inulin in NASH progression
F1216_neg-F1216.mzML
The role of dietary inulin in NASH progression
F1216_pos-F1216.mzML
The role of dietary inulin in NASH progression
F1217_neg-F1217.mzML
The role of dietary inulin in NASH progression
F1217_pos-F1217.mzML
The role of dietary inulin in NASH progression
F1218_neg-F1218.mzML
The role of dietary inulin in NASH progression
F1218_pos-F1218.mzML
The role of dietary inulin in NASH progression
F1222_neg-F1222.mzML
The role of dietary inulin in NASH progression
F1222_pos-F1222.mzML
The role of dietary inulin in NASH progression
F1223_neg-F1223.mzML
The role of dietary inulin in NASH progression
F1223_pos-F1223.mzML
The role of dietary inulin in NASH progression
F1225_neg-F1225.mzML
The role of dietary inulin in NASH progression
F1225_pos-F1225.mzML
The role of dietary inulin in NASH progression
F1227_neg-F1227.mzML
The role of dietary inulin in NASH progression
F1227_pos-F1227.mzML
The role of dietary inulin in NASH progression
F1228_neg-F1228.mzML
The role of dietary inulin in NASH progression
F1228_pos-F1228.mzML
The role of dietary inulin in NASH progression
F1230_neg-F1230.mzML
The role of dietary inulin in NASH progression
F1230_pos-F1230.mzML
The role of dietary inulin in NASH progression
F1236_neg-F1236.mzML
The role of dietary inulin in NASH progression
F1236_pos-F1236.mzML
The role of dietary inulin in NASH progression
F1241_neg-F1241.mzML
The role of dietary inulin in NASH progression
F1241_pos-F1241.mzML
The role of dietary inulin in NASH progression
F1242_neg-F1242.mzML
The role of dietary inulin in NASH progression
F1242_pos-F1242.mzML
The role of dietary inulin in NASH progression
F1246_neg-F1246.mzML
The role of dietary inulin in NASH progression
F1246_pos-F1246.mzML
The role of dietary inulin in NASH progression
F1247_neg-F1247.mzML
The role of dietary inulin in NASH progression
F1247_pos-F1247.mzML
The role of dietary inulin in NASH progression
F1249_neg-F1249.mzML
The role of dietary inulin in NASH progression
F1249_pos-F1249.mzML
The role of dietary inulin in NASH progression
F1250_neg-F1250.mzML
The role of dietary inulin in NASH progression
F1250_pos-F1250.mzML
The role of dietary inulin in NASH progression
F1251_neg-F1251.mzML
The role of dietary inulin in NASH progression
F1251_pos-F1251.mzML
The role of dietary inulin in NASH progression
F1253_neg-F1253.mzML
The role of dietary inulin in NASH progression
F1253_pos-F1253.mzML
The role of dietary inulin in NASH progression
F1254_neg-F1254.mzML
The role of dietary inulin in NASH progression
F1254_pos-F1254.mzML
The role of dietary inulin in NASH progression
F1255_neg-F1255.mzML
The role of dietary inulin in NASH progression
F1255_pos-F1255.mzML
The role of dietary inulin in NASH progression
F1257_neg-F1257.mzML
The role of dietary inulin in NASH progression
F1257_pos-F1257.mzML
The role of dietary inulin in NASH progression
F1259_neg-F1259.mzML
The role of dietary inulin in NASH progression
F1259_pos-F1259.mzML
The role of dietary inulin in NASH progression
F1261_neg-F1261.mzML
The role of dietary inulin in NASH progression
F1261_pos-F1261.mzML
The role of dietary inulin in NASH progression
F1262_neg-F1262.mzML
The role of dietary inulin in NASH progression
F1262_pos-F1262.mzML
The role of dietary inulin in NASH progression
F1263_neg-F1263.mzML
The role of dietary inulin in NASH progression
F1263_pos-F1263.mzML
The role of dietary inulin in NASH progression
F1264_neg-F1264.mzML
The role of dietary inulin in NASH progression
F1264_pos-F1264.mzML
The role of dietary inulin in NASH progression
F1267_neg-F1267.mzML
The role of dietary inulin in NASH progression
F1267_pos-F1267.mzML
The role of dietary inulin in NASH progression
F1280_neg-F1280.mzML
The role of dietary inulin in NASH progression
F1280_pos-F1280.mzML
The role of dietary inulin in NASH progression
QC01_neg-QC01.mzML
The role of dietary inulin in NASH progression
QC01_pos-QC01.mzML
The role of dietary inulin in NASH progression
QC02_neg-QC02.mzML
The role of dietary inulin in NASH progression
QC02_pos-QC02.mzML
The role of dietary inulin in NASH progression
QC03_neg-QC03.mzML
The role of dietary inulin in NASH progression
QC03_pos-QC03.mzML
The role of dietary inulin in NASH progression
QC04_neg-QC04.mzML
The role of dietary inulin in NASH progression
QC04_pos-QC04.mzML
The role of dietary inulin in NASH progression
QC05_neg-QC05.mzML
The role of dietary inulin in NASH progression
QC05_pos-QC05.mzML
The role of dietary inulin in NASH progression
QC06_neg-QC06.mzML
The role of dietary inulin in NASH progression
QC06_pos-QC06.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1798/3150 [2:18:11<27:15,  1.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1800/3150 [2:18:13<26:49,  1.19s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1803/3150 [2:18:16<25:26,  1.13s/it]
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST003078
No raw data detected. Ignoring ST003078
Processing  ST000916
No raw data detected. Ignoring ST000916
Processing  ST003536
Initiating REDU-table generation for AN005808
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
B10_1.cdf
B1_1.cdf
B2_1.cdf
B4_1.cdf
B5_1.cdf
B6_1.cdf
B7_1.cdf
B8_1.cdf
B9_1.cdf
C10_1.cdf
C2_1.cdf
C3_1.cdf
C4_1.cdf
C5_1.cdf
C6_1.cdf
C7_1.cdf
C8_1.cdf
C9_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST001488
No raw data detected. Ignoring ST001488
Processing  ST001521
No raw data detected. Ignoring ST001521
Processing  ST002698
Initiating REDU-table generation for AN004372
Rest length is 31
raw file key found.
Initiating REDU-table generation for AN004373
Rest length is 31
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData
Blank_1.raw
MyData
Blank_2.raw
MyData
Blank_3.raw
MyData
Plasma_CpG_1.raw
MyData
Plasma_CpG_2.raw
MyData
Plasma_CpG_3.raw
MyData
Plasma_CpG_4.raw
MyData
Plasma_CpG_5.raw
MyData
Plasma_LPS_1.raw
MyData
Plasma_LPS_2.raw
MyData
Plasma_LPS_3.raw
MyData
Plasma_LPS_4.raw
MyData
Plasma_LPS_5.raw
MyData
Plasma_PIC_1.raw
MyData
Plasma_PIC_2.raw
MyData
Plasma_PIC_3.raw
MyData
Plasma_PIC_4.raw
MyData
Plasma_PIC_5.raw
MyData
Plasma_PbA_1.raw
MyData
Plasma_PbA_2.raw
MyData
Plasma_PbA_3.raw
MyData
Plasma_PbA_4.raw
MyData
Plasma_PbA_5.raw
MyData
Plasma_Sal_1.raw
MyData
Plasma_Sal_2.raw
MyData
Plasma_Sal_3.raw
MyData
Plasma_Sal_4.raw
MyData
Plasma_Sal_5.raw
MyData
QC_1.raw
MyData
QC_2.raw
MyData
QC_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST002486
Initiating REDU-table generation for AN004058
Rest length is 15
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 797.24it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004059
Rest length is 15
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 798.86it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1804/3150 [2:18:19<31:54,  1.42s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1805/3150 [2:18:21<34:37,  1.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1808/3150 [2:18:24<27:31,  1.23s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1810/3150 [2:18:27<30:07,  1.35s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Blood raw files
negative
AG-23-MB-10_r1-.raw
Blood raw files
negative
AG-23-MB-11_r8-.raw
Blood raw files
negative
AG-23-MB-12_r11-.raw
Blood raw files
negative
AG-23-MB-13_r10-.raw
Blood raw files
negative
AG-23-MB-14_r3-.raw
Blood raw files
negative
AG-23-MB-15_r2-.raw
Blood raw files
negative
AG-23-MB-1_r4-.raw
Blood raw files
negative
AG-23-MB-2_r5-.raw
Blood raw files
negative
AG-23-MB-3_r6-.raw
Blood raw files
negative
AG-23-MB-4_r13-.raw
Blood raw files
negative
AG-23-MB-5_r9-.raw
Blood raw files
negative
AG-23-MB-6_r7-.raw
Blood raw files
negative
AG-23-MB-7_r12-.raw
Blood raw files
negative
AG-23-MB-8_r15-.raw
Blood raw files
negative
AG-23-MB-9_r14-.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST003381
Initiating REDU-table generation for AN005539
Rest length is 23
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PlasmaD2O_CisHFDMyr_111.mzXML
PlasmaD2O_CisHFDMyr_112.mzXML
PlasmaD2O_CisHFDMyr_113.mzXML
PlasmaD2O_CisHFDMyr_114.mzXML
PlasmaD2O_CisHFDMyr_115.mzXML
PlasmaD2O_CisHFD_152_MS2_top12.mzXML
PlasmaD2O_CisHFD_71.mzXML
PlasmaD2O_CisHFD_72.mzXML
PlasmaD2O_CisHFD_73.mzXML
PlasmaD2O_CisHFD_74.mzXML
PlasmaD2O_CisHFD_75.mzXML
PlasmaD2O_TransHFDMyr_51.mzXML
PlasmaD2O_TransHFDMyr_52.mzXML
PlasmaD2O_TransHFDMyr_52_MS2_top12.mzXML
PlasmaD2O_TransHFDMyr_53.mzXML
PlasmaD2O_TransHFDMyr_54.mzXML
PlasmaD2O_TransHFDMyr_55.mzXML
PlasmaD2O_TransHFD_21.mzXML
PlasmaD2O_TransHFD_22.mzXML
PlasmaD2O_TransHFD_22_MS2_top12.mzXML
PlasmaD2O_TransHFD_23.mzXML
PlasmaD2O_TransHFD_24.mzXML
PlasmaD2O_TransHFD_25.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST002072
No raw data detected. Ignoring ST002072
Processing  ST000316
No raw data detected. Ignoring ST000316
Processing  ST001964
Initiating REDU-table generation for AN003202
Rest length is 41
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180621_0051.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180703_0083.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180703_0084.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180705_0120.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180706_0124.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180711_0188.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180711_0192.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180711_0195.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180712_0201.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180712_0210.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180712_0216.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180716_0230.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180718_0261.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180719_0289.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180719_0290.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180720_0300.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180720_0305.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180720_0319.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180723_0321.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180726_0393.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180727_0409.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180727_0417.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180730_0421.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180730_0423.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180730_0428.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180731_0443.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180731_0446.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180801_0467.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180801_0474.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180803_0515.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180806_0525.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180807_0546.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180813_0638.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180814_0641.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180814_0645.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180815_0671.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180815_0675.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180816_0683.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180816_0684.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0001_GC_20180816_0694.mzML
Partho.GSMM.Paper.Metabolomics.Workbench.Upload
0030_GC_20190205_0053.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 41 rows!
Extracted information for 41 samples.
Processing  ST002255
No raw data detected. Ignoring ST002255
Processing  ST002864
Initiating REDU-table generation for AN004696
Rest length is 27
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
RAW files
NN-001.raw
RAW files
NN-002.raw
RAW files
NN-003.raw
RAW files
NN-004.raw
RAW files
NN-005.raw
RAW files
NN-006.raw
RAW files
NN-007.raw
RAW files
NN-008.raw
RAW files
NN-009.raw
RAW files
NN-010.raw
RAW files
NN-011.raw
RAW files
NN-012.raw
RAW files
NN-013.raw
RAW files
NN-014.raw
RAW files
NN-015.raw
RAW files
NN-016.raw
RAW files
NN-017.raw
RAW files
NN-018.raw
RAW files
NN-019.raw
RAW files
NN-020.raw
RAW files
NN-021.raw
RAW files
NN-022.raw
RAW files
NN-023.raw
RAW files
NN-024.raw
RAW files
QC-blank1.raw
RAW files
QC-blank2.raw
RAW files
QC-blank3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST002081
Initiating REDU-table generation for AN003790
Rest length is 1643
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
02122019_C5_batch01-QC_4_.mzML
02122019_C5_batch01-QC_58_.mzML
02122019_C5_batch01-QC_84_.mzML
02122019_C5_batch01-ZK112BX-01_29.mzML
02122019_C5_batch01-ZKFV71L-09_31.mzML
02122019_C5_batch01-ZKFV71L-2013_14.mzML
02122019_C5_batch01-ZKVR426-6016_19.mzML
02122019_C5_batch01-ZL9BTWF-6021_11.mzML
02122019_C5_batch01-ZLGD9M0-03_.mzML
02122019_C5_batch01-ZLTUJTN-09_34.mzML
02122019_C5_batch01-ZLTUJTN-2014_36.mzML
02122019_C5_batch01-ZLZNCLZ-1036_2.mzML
02122019_C5_batch01-ZLZNCLZ-15_20.mzML
02122019_C5_batch01-ZLZNCLZ-2011_32.mzML
02122019_C5_batch01-ZM8YXDM-06_12.mzML
02122019_C5_batch01-ZMBVNFM-03_30.mzML
02122019_C5_batch01-ZMBVNFM-1032_5.mzML
02122019_C5_batch01-ZN3TBJM-2041_9.mzML
02122019_C5_batch01-ZN9YTFN-1011_44.mzML
02122019_C5_batch01-ZN9YTFN-11_15.mzML
02122019_C5_batch01-ZOQM06Q-01_28.mzML
02122019_C5_batch01-ZOZOW1T-7050_24.mzML
02122019_C5_batch01-ZOZOW1T-7062_7.mzML
02122019_C5_batch01-ZOZOW1T-7070_21.mzML
02122019_C5_batch01-ZPDABJR-1015_37.mzML
02122019_C5_batch01-ZPDABJR-3014_35.mzML
02122019_C5_batch01-ZPDABJR-6041_13.mzML
02122019_C5_batch01-ZPEL6L3-1013_38.mzML
02122019_C5_batch01-ZPEL6L3-8014_46.mzML
02122019_C5_batch01-ZQFL1P3-6011_45.mzML
02122019_C5_batch01-ZQNZSQF-02_16.mzML
02122019_C5_batch01-ZRB0F6P-01_1.mzML
02122019_C5_batch01-ZSMO1UM-01_33.mzML
02122019_C5_batch01-ZSQNUZ5-02_43.mzML
02122019_C5_batch01-ZTL5S2Y-1032_10.mzML
02122019_C5_batch01-ZTLIFAS-04_39.mzML
02122019_C5_batch01-ZTXY83G-06_17.mzML
02122019_C5_batch01-ZTXY83G-07_3.mzML
02122019_C5_batch01-ZUC2YGO-07_8.mzML
02122019_C5_batch01-ZUG7QHE-04_41.mzML
02122019_C5_batch01-ZVNCGHM-6021_26.mzML
02122019_C5_batch01-ZVNCGHM-8014_23.mzML
02122019_C5_batch01-ZX52KVK-2013_27.mzML
02122019_C5_batch01-ZY1ZKJY-10_25.mzML
02122019_C5_batch01-ZY7IW45-04_40.mzML
02122019_C5_batch01-ZY7IW45-09_22.mzML
02122019_C5_batch01-ZYLJ7R7-4013_4.mzML
02122019_C5_batch01-ZYU89T9-07_6.mzML
02132019_C5_batch02-QC_18_.mzML
02132019_C5_batch02-QC_57_.mzML
02132019_C5_batch02-QC_9_.mzML
02132019_C5_batch02-ZJTKAE3-06_47.mzML
02132019_C5_batch02-ZKVR426-2023_65.mzML
02132019_C5_batch02-ZKVR426-6013_72.mzML
02132019_C5_batch02-ZL63I8R-2012_70.mzML
02132019_C5_batch02-ZL9BTWF-02_.mzML
02132019_C5_batch02-ZL9BTWF-6053_82.mzML
02132019_C5_batch02-ZLPRB8E-06_67.mzML
02132019_C5_batch02-ZLPZS0H-07_80.mzML
02132019_C5_batch02-ZLZQMEV-15_56.mzML
02132019_C5_batch02-ZMBVNFM-1022_71.mzML
02132019_C5_batch02-ZMBVNFM-2011_69.mzML
02132019_C5_batch02-ZN3TBJM-12_85.mzML
02132019_C5_batch02-ZN9YTFN-1014_92.mzML
02132019_C5_batch02-ZNDMXI3-03_59.mzML
02132019_C5_batch02-ZOQM06Q-04_90.mzML
02132019_C5_batch02-ZOZOW1T-7015_89.mzML
02132019_C5_batch02-ZOZOW1T-7037_78.mzML
02132019_C5_batch02-ZOZOW1T-7061_73.mzML
02132019_C5_batch02-ZPEL6L3-8012_75.mzML
02132019_C5_batch02-ZQFL1P3_51.mzML
02132019_C5_batch02-ZQNZSQF-03_74.mzML
02132019_C5_batch02-ZRA5YD8-5012_64.mzML
02132019_C5_batch02-ZS78KHV-6011_54.mzML
02132019_C5_batch02-ZTL5S2Y-01_53.mzML
02132019_C5_batch02-ZTMFN3O-06_57.mzML
02132019_C5_batch02-ZTMFN3O-08_81.mzML
02132019_C5_batch02-ZUG7QHE-11_58.mzML
02132019_C5_batch02-ZUPAQVU-02_88.mzML
02132019_C5_batch02-ZVBQY1N-1014_52.mzML
02132019_C5_batch02-ZVC4YUG-02_84.mzML
02132019_C5_batch02-ZVM4N7A-11_76.mzML
02132019_C5_batch02-ZWCZHHY-02_68.mzML
02132019_C5_batch02-ZWLGEWL_66.mzML
02132019_C5_batch02-ZY1ZKJY-09_50.mzML
02132019_C5_batch02-ZY1ZKJY-2014_87.mzML
02132019_C5_batch02-ZY39SN0-04_79.mzML
02132019_C5_batch02-ZY9XQJP-05_77.mzML
02132019_C5_batch02-ZYHHR4Z-02_62.mzML
02132019_C5_batch02-ZYU89T9-01_61.mzML
02132019_C5_batch02-ZYU89T9-2014_48.mzML
02182019_C5_batch03-QC_28_.mzML
02182019_C5_batch03-QC_30_.mzML
02182019_C5_batch03-QC_32_.mzML
02182019_C5_batch03-QC_46_.mzML
02182019_C5_batch03-ZJTKAE3-10_.mzML
02182019_C5_batch03-ZJXC41N-03_132.mzML
02182019_C5_batch03-ZK01UI6-01_154.mzML
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04152019_C5_batch22-__433__ZVTCAK9-03_1390.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 57%|█████▋    | 1811/3150 [2:18:47<1:43:16,  4.63s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 58%|█████▊    | 1813/3150 [2:18:50<1:19:04,  3.55s/it]
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04172019_C5_batch23-__1397__ZX52KVK-2035_1477.mzML
04172019_C5_batch23-__1451__ZL63I8R-11_1454.mzML
04172019_C5_batch23-__1472__ZUL3S6O-11_1420.mzML
04172019_C5_batch23-__1477__ZL9BTWF-10_1436.mzML
04172019_C5_batch23-__226__ZK4CK8Y-04_1479.mzML
04172019_C5_batch23-__230__ZR3WH7V-6053_1445.mzML
04172019_C5_batch23-__236__ZOZOW1T-7074_1474.mzML
04172019_C5_batch23-__258__ZX52KVK-1014_1470.mzML
04172019_C5_batch23-__262__ZPDABJR-5021_1440.mzML
04172019_C5_batch23-__282__ZN3TBJM-1025_1434.mzML
04172019_C5_batch23-__308__ZR47VBL-02_1456.mzML
04172019_C5_batch23-__313__ZKVR426-07_1466.mzML
04172019_C5_batch23-__415__ZN9YTFN-08_1442.mzML
04172019_C5_batch23-__416__ZS2DMX7-06_1458.mzML
04172019_C5_batch23-__420__ZUG7QHE-09_1459.mzML
04172019_C5_batch23-__442__ZRB0F6P-6031_1460.mzML
04172019_C5_batch23-__494__ZUHT69X-02_1473.mzML
04172019_C5_batch23-__497__ZL63I8R-05_1451.mzML
04172019_C5_batch23-__498__ZR3WH7V-03_1429.mzML
04172019_C5_batch23-__504__ZLZNCLZ-2015_1475.mzML
04172019_C5_batch23-__591__ZVNCGHM-6031_1472.mzML
04172019_C5_batch23-__694__ZVBQY1N-1011_1444.mzML
04172019_C5_batch23-__745__ZLZQMEV-13_1427.mzML
04172019_C5_batch23-__827__ZWCZHHY-07_1476.mzML
04172019_C5_batch23-__83__ZS2DMX7-05_1423.mzML
04172019_C5_batch23-__874__ZLTUJTN-2023_1425.mzML
04172019_C5_batch23-__894__ZTLUDS8-1014_1419.mzML
04172019_C5_batch23-__897__ZK4CK8Y-02_1430.mzML
04172019_C5_batch23-__938__ZOZOW1T-7058_1449.mzML
04172019_C5_batch23-__951__ZOBX723-05_1453.mzML
04172019_C5_batch23-__981__ZOZOW1T-7041_1467.mzML
04222019_C5_batch24-NQC_9.mzML
04222019_C5_batch24-New_23_NewZTL5S2Y-02-E16.mzML
04222019_C5_batch24-QC_19.mzML
04222019_C5_batch24-QC_20.mzML
04222019_C5_batch24-QC_21.mzML
04222019_C5_batch24-__1211__ZYHHR4Z-1022_1056.mzML
04222019_C5_batch24-__1258__ZN3TBJM-2011_1485.mzML
04222019_C5_batch24-__1332__ZPEL6L3-2023_1482.mzML
04222019_C5_batch24-__456__ZYHHR4Z-11_1484.mzML
04222019_C5_batch24-__638__ZJAOHWK-03_1483.mzML
04222019_C5_batch24-__88__ZN3TBJM-1013_1481.mzML
04222019_C5_batch24-__943__ZOZOW1T-4012_1486.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1559 rows!
Extracted information for 1559 samples.
Processing  ST000516
No raw data detected. Ignoring ST000516
Processing  ST003169
Initiating REDU-table generation for AN005200
Rest length is 6
raw file key found.
Initiating REDU-table generation for AN005201
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
In Vivo_4771
Negative
1.raw
In Vivo_4771
Negative
2.raw
In Vivo_4771
Negative
3.raw
In Vivo_4771
Negative
4.raw
In Vivo_4771
Negative
5.raw
In Vivo_4771
Negative
6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000313
No raw data detected. Ignoring ST000313
Processing  ST001136
No raw data detected. Ignoring ST001136
Processing  ST001962
Initiating REDU-table generation for AN003198
Rest length is 177
raw file key found.
Initiating REDU-table generation for AN003199
Rest length is 177
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
4-methoxyphenol.raw
71-10_21a.raw
71-10_21b.raw
71-10_21blank.raw
71-10_21c.raw
71-10_22a.raw
71-10_22b.raw
71-10_22blank.raw
71-10_22c.raw
71-10_23a.raw
71-10_23b.raw
71-10_23blank.raw
71-10_23c.raw
71-10_24a.raw
71-10_24b.raw
71-10_24blank.raw
71-10_24c.raw
71-10_26a.raw
71-10_26b.raw
71-10_26blank.raw
71-10_26c.raw
71-3_12a.raw
71-3_12b.raw
71-3_12blank.raw
71-3_12c.raw
71-3_13a.raw
71-3_13b.raw
71-3_13blank.raw
71-3_13c.raw
71-3_14a.raw
71-3_14b.raw
71-3_14blank.raw
71-3_14c.raw
71-3_15a.raw
71-3_15b.raw
71-3_15blank.raw
71-3_15c.raw
71-3_16a.raw
71-3_16b.raw
71-3_16blank.raw
71-3_16c.raw
71-5_1a.raw
71-5_1b.raw
71-5_1blank.raw
71-5_1c.raw
71-5_2a.raw
71-5_2b.raw
71-5_2blank.raw
71-5_2c.raw
71-5_4a.raw
71-5_4b.raw
71-5_4blank.raw
71-5_4c.raw
71-5_5a.raw
71-5_5b.raw
71-5_5blank.raw
71-5_5c.raw
71-5_7a.raw
71-5_7b.raw
71-5_7blank.raw
71-5_7c.raw
71-9_33a.raw
71-9_33b.raw
71-9_33blank.raw
71-9_33c.raw
71-9_35a.raw
71-9_35b.raw
71-9_35blank.raw
71-9_35c.raw
71-9_36a.raw
71-9_36b.raw
71-9_36blank.raw
71-9_36c.raw
71-9_38a.raw
71-9_38b.raw
71-9_38blank.raw
71-9_38c.raw
71-9_39a.raw
71-9_39b.raw
71-9_39blank.raw
71-9_39c.raw
Benzoic_Acid.raw
Caffeic_Acid.raw
Catechol.raw
Chlorogenic_Acid.raw
Empty-2_42a.raw
Empty-2_42b.raw
Empty-2_42blank.raw
Empty-2_42c.raw
Empty-2_43a.raw
Empty-2_43b.raw
Empty-2_43blank.raw
Empty-2_43c.raw
Empty-2_44a.raw
Empty-2_44b.raw
Empty-2_44blank.raw
Empty-2_44c.raw
Empty-2_45a.raw
Empty-2_45b.raw
Empty-2_45blank.raw
Empty-2_45c.raw
Empty-2_46a.raw
Empty-2_46b.raw
Empty-2_46blank.raw
Empty-2_46c.raw
Empty-5_49a.raw
Empty-5_49b.raw
Empty-5_49blank.raw
Empty-5_49c.raw
Empty-5_50a.raw
Empty-5_50b.raw
Empty-5_50blank.raw
Empty-5_50c.raw
Empty-5_51a.raw
Empty-5_51b.raw
Empty-5_51blank.raw
Empty-5_51c.raw
Empty-5_52a.raw
Empty-5_52b.raw
Empty-5_52blank.raw
Empty-5_52c.raw
Empty-5_53a.raw
Empty-5_53b.raw
Empty-5_53blank.raw
Empty-5_53c.raw
Empty-6_55a.raw
Empty-6_55b.raw
Empty-6_55blank.raw
Empty-6_55c.raw
Empty-6_56a.raw
Empty-6_56b.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 58%|█████▊    | 1816/3150 [2:21:18<8:23:23, 22.64s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 58%|█████▊    | 1817/3150 [2:21:22<7:13:01, 19.49s/it]
Empty-6_56blank.raw
Empty-6_56c.raw
Empty-6_58a.raw
Empty-6_58b.raw
Empty-6_58blank.raw
Empty-6_58c.raw
Empty-6_59a.raw
Empty-6_59b.raw
Empty-6_59blank.raw
Empty-6_59c.raw
Empty-6_61a.raw
Empty-6_61b.raw
Empty-6_61blank.raw
Empty-6_61c.raw
Epi-catechin.raw
Ferrulic_Acid.raw
Helicin.raw
P-coumaric_acid.raw
Salicin.raw
Salicortin.raw
Salicyl_Aldehyde.raw
Salicyl_Benzoate.raw
Salicylic_Acid.raw
Salicylic_Alcohol.raw
Tremulacin.raw
Tremuloidin.raw
WT_64a.raw
WT_64b.raw
WT_64blank.raw
WT_64c.raw
WT_65a.raw
WT_65b.raw
WT_65blank.raw
WT_65c.raw
WT_66a.raw
WT_66b.raw
WT_66blank.raw
WT_66c.raw
WT_67a.raw
WT_67b.raw
WT_67blank.raw
WT_67c.raw
WT_69a.raw
WT_69b.raw
WT_69blank.raw
WT_69c.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 137
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002109
Initiating REDU-table generation for AN003450
Rest length is 41
raw file key found.
Initiating REDU-table generation for AN003451
Rest length is 41
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
negative
BW45-1.mzXML
negative
BW45-10.mzXML
negative
BW45-11.mzXML
negative
BW45-12.mzXML
negative
BW45-13.mzXML
negative
BW45-14.mzXML
negative
BW45-15.mzXML
negative
BW45-16.mzXML
negative
BW45-17.mzXML
negative
BW45-18.mzXML
negative
BW45-19.mzXML
negative
BW45-2.mzXML
negative
BW45-20.mzXML
negative
BW45-21.mzXML
negative
BW45-22.mzXML
negative
BW45-23.mzXML
negative
BW45-24.mzXML
negative
BW45-25.mzXML
negative
BW45-26.mzXML
negative
BW45-27.mzXML
negative
BW45-28.mzXML
negative
BW45-29.mzXML
negative
BW45-3.mzXML
negative
BW45-30.mzXML
negative
BW45-31.mzXML
negative
BW45-32.mzXML
negative
BW45-33.mzXML
negative
BW45-34.mzXML
negative
BW45-35.mzXML
negative
BW45-36.mzXML
negative
BW45-37.mzXML
negative
BW45-38.mzXML
negative
BW45-39.mzXML
negative
BW45-4.mzXML
negative
BW45-40.mzXML
negative
BW45-41.mzXML
negative
BW45-5.mzXML
negative
BW45-6.mzXML
negative
BW45-7.mzXML
negative
BW45-8.mzXML
negative
BW45-9.mzXML
positive
BW45-1.mzXML
positive
BW45-10.mzXML
positive
BW45-11.mzXML
positive
BW45-12.mzXML
positive
BW45-13.mzXML
positive
BW45-14.mzXML
positive
BW45-15.mzXML
positive
BW45-16.mzXML
positive
BW45-17.mzXML
positive
BW45-18.mzXML
positive
BW45-19.mzXML
positive
BW45-2.mzXML
positive
BW45-20.mzXML
positive
BW45-21.mzXML
positive
BW45-22.mzXML
positive
BW45-23.mzXML
positive
BW45-24.mzXML
positive
BW45-25.mzXML
positive
BW45-26.mzXML
positive
BW45-27.mzXML
positive
BW45-28.mzXML
positive
BW45-29.mzXML
positive
BW45-3.mzXML
positive
BW45-30.mzXML
positive
BW45-31.mzXML
positive
BW45-32.mzXML
positive
BW45-33.mzXML
positive
BW45-34.mzXML
positive
BW45-35.mzXML
positive
BW45-36.mzXML
positive
BW45-37.mzXML
positive
BW45-38.mzXML
positive
BW45-39.mzXML
positive
BW45-4.mzXML
positive
BW45-40.mzXML
positive
BW45-41.mzXML
positive
BW45-5.mzXML
positive
BW45-6.mzXML
positive
BW45-7.mzXML
positive
BW45-8.mzXML
positive
BW45-9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 82 rows!
Extracted information for 82 samples.
Processing  ST000848
No raw data detected. Ignoring ST000848
Processing  ST001478
No raw data detected. Ignoring ST001478
Processing  ST002121
No raw data detected. Ignoring ST002121
Processing  ST002040
Initiating REDU-table generation for AN003319
Rest length is 57
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/57 [00:00<?, ?it/s]

Mapping potential matches:  40%|████      | 23/57 [00:00<00:00, 221.36it/s]

Mapping potential matches:  81%|████████  | 46/57 [00:00<00:00, 220.67it/s]
Mapping potential matches: 100%|██████████| 57/57 [00:00<00:00, 221.11it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003320
Rest length is 57
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/57 [00:00<?, ?it/s]

Mapping potential matches:  40%|████      | 23/57 [00:00<00:00, 220.26it/s]

Mapping potential matches:  81%|████████  | 46/57 [00:00<00:00, 219.76it/s]
Mapping potential matches: 100%|██████████| 57/57 [00:00<00:00, 219.62it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 58%|█████▊    | 1821/3150 [2:21:26<3:54:27, 10.58s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 58%|█████▊    | 1825/3150 [2:21:29<2:24:14,  6.53s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Colon_Data
AM8 Negative
AM8-10_r27-.raw
Colon_Data
AM8 Negative
AM8-11_r29-.raw
Colon_Data
AM8 Negative
AM8-12_r30-.raw
Colon_Data
AM8 Negative
AM8-13_r13-.raw
Colon_Data
AM8 Negative
AM8-14_r3-.raw
Colon_Data
AM8 Negative
AM8-15_r54-.raw
Colon_Data
AM8 Negative
AM8-16_r52-.raw
Colon_Data
AM8 Negative
AM8-17_r26-.raw
Colon_Data
AM8 Negative
AM8-18_r5-.raw
Colon_Data
AM8 Negative
AM8-19_r42-.raw
Colon_Data
AM8 Negative
AM8-1_r39-.raw
Colon_Data
AM8 Negative
AM8-20_r20-.raw
Colon_Data
AM8 Negative
AM8-21_r37-.raw
Colon_Data
AM8 Negative
AM8-22_r7-.raw
Colon_Data
AM8 Negative
AM8-23_r36-.raw
Colon_Data
AM8 Negative
AM8-24_r8-.raw
Colon_Data
AM8 Negative
AM8-25_r41-.raw
Colon_Data
AM8 Negative
AM8-26_r18-.raw
Colon_Data
AM8 Negative
AM8-27_r23-.raw
Colon_Data
AM8 Negative
AM8-28_r1-.raw
Colon_Data
AM8 Negative
AM8-29_r22-.raw
Colon_Data
AM8 Negative
AM8-2_r51-.raw
Colon_Data
AM8 Negative
AM8-30_r24-.raw
Colon_Data
AM8 Negative
AM8-31_r11-.raw
Colon_Data
AM8 Negative
AM8-32_r47-.raw
Colon_Data
AM8 Negative
AM8-33_r4-.raw
Colon_Data
AM8 Negative
AM8-34_r12-.raw
Colon_Data
AM8 Negative
AM8-35_r19-.raw
Colon_Data
AM8 Negative
AM8-36_r55-.raw
Colon_Data
AM8 Negative
AM8-37_r48-.raw
Colon_Data
AM8 Negative
AM8-38_r44-.raw
Colon_Data
AM8 Negative
AM8-39_r40-.raw
Colon_Data
AM8 Negative
AM8-3_r34-.raw
Colon_Data
AM8 Negative
AM8-40_r31-.raw
Colon_Data
AM8 Negative
AM8-41_r50-.raw
Colon_Data
AM8 Negative
AM8-42_r2-.raw
Colon_Data
AM8 Negative
AM8-43_r15-.raw
Colon_Data
AM8 Negative
AM8-44_r21-.raw
Colon_Data
AM8 Negative
AM8-45_r16-.raw
Colon_Data
AM8 Negative
AM8-46_r46-.raw
Colon_Data
AM8 Negative
AM8-47_r10-.raw
Colon_Data
AM8 Negative
AM8-48_r49-.raw
Colon_Data
AM8 Negative
AM8-49_r14-.raw
Colon_Data
AM8 Negative
AM8-4_r17-.raw
Colon_Data
AM8 Negative
AM8-50_r35-.raw
Colon_Data
AM8 Negative
AM8-51_r38-.raw
Colon_Data
AM8 Negative
AM8-52_r53-.raw
Colon_Data
AM8 Negative
AM8-53_r32-.raw
Colon_Data
AM8 Negative
AM8-54_r25-.raw
Colon_Data
AM8 Negative
AM8-55_r56-.raw
Colon_Data
AM8 Negative
AM8-56_r57-.raw
Colon_Data
AM8 Negative
AM8-57_r9-.raw
Colon_Data
AM8 Negative
AM8-5_r43-.raw
Colon_Data
AM8 Negative
AM8-6_r33-.raw
Colon_Data
AM8 Negative
AM8-7_r6-.raw
Colon_Data
AM8 Negative
AM8-8_r28-.raw
Colon_Data
AM8 Negative
AM8-9_r45-.raw
Colon_Data
AM8 Positive
AM8-10_r52+.raw
Colon_Data
AM8 Positive
AM8-11_r14+.raw
Colon_Data
AM8 Positive
AM8-12_r50+.raw
Colon_Data
AM8 Positive
AM8-13_r16+.raw
Colon_Data
AM8 Positive
AM8-14_r36+.raw
Colon_Data
AM8 Positive
AM8-15_r42+.raw
Colon_Data
AM8 Positive
AM8-16_r30+.raw
Colon_Data
AM8 Positive
AM8-17_r10+.raw
Colon_Data
AM8 Positive
AM8-18_r12+.raw
Colon_Data
AM8 Positive
AM8-19_r25+.raw
Colon_Data
AM8 Positive
AM8-1_r48+.raw
Colon_Data
AM8 Positive
AM8-20_r22+.raw
Colon_Data
AM8 Positive
AM8-21_r33+.raw
Colon_Data
AM8 Positive
AM8-22_r51+.raw
Colon_Data
AM8 Positive
AM8-23_r6+.raw
Colon_Data
AM8 Positive
AM8-24_r8+.raw
Colon_Data
AM8 Positive
AM8-25_r31+.raw
Colon_Data
AM8 Positive
AM8-26_r23+.raw
Colon_Data
AM8 Positive
AM8-27_r47+.raw
Colon_Data
AM8 Positive
AM8-28_r53+.raw
Colon_Data
AM8 Positive
AM8-29_r29+.raw
Colon_Data
AM8 Positive
AM8-2_r32+.raw
Colon_Data
AM8 Positive
AM8-30_r35+.raw
Colon_Data
AM8 Positive
AM8-31_r7+.raw
Colon_Data
AM8 Positive
AM8-32_r40+.raw
Colon_Data
AM8 Positive
AM8-33_r55+.raw
Colon_Data
AM8 Positive
AM8-34_r56+.raw
Colon_Data
AM8 Positive
AM8-35_r38+.raw
Colon_Data
AM8 Positive
AM8-36_r44+.raw
Colon_Data
AM8 Positive
AM8-37_r11+.raw
Colon_Data
AM8 Positive
AM8-38_r15+.raw
Colon_Data
AM8 Positive
AM8-39_r4+.raw
Colon_Data
AM8 Positive
AM8-3_r41+.raw
Colon_Data
AM8 Positive
AM8-40_r49+.raw
Colon_Data
AM8 Positive
AM8-41_r27+.raw
Colon_Data
AM8 Positive
AM8-42_r43+.raw
Colon_Data
AM8 Positive
AM8-43_r13+.raw
Colon_Data
AM8 Positive
AM8-44_r5+.raw
Colon_Data
AM8 Positive
AM8-45_r28+.raw
Colon_Data
AM8 Positive
AM8-46_r3+.raw
Colon_Data
AM8 Positive
AM8-47_r9+.raw
Colon_Data
AM8 Positive
AM8-48_r46+.raw
Colon_Data
AM8 Positive
AM8-49_r17+.raw
Colon_Data
AM8 Positive
AM8-4_r34+.raw
Colon_Data
AM8 Positive
AM8-50_r1+.raw
Colon_Data
AM8 Positive
AM8-51_r45+.raw
Colon_Data
AM8 Positive
AM8-52_r26+.raw
Colon_Data
AM8 Positive
AM8-53_r57+.raw
Colon_Data
AM8 Positive
AM8-54_r37+.raw
Colon_Data
AM8 Positive
AM8-55_r2+.raw
Colon_Data
AM8 Positive
AM8-56_r24+.raw
Colon_Data
AM8 Positive
AM8-57_r21+.raw
Colon_Data
AM8 Positive
AM8-5_r19+.raw
Colon_Data
AM8 Positive
AM8-6_r20+.raw
Colon_Data
AM8 Positive
AM8-7_r54+.raw
Colon_Data
AM8 Positive
AM8-8_r18+.raw
Colon_Data
AM8 Positive
AM8-9_r39+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 114 rows!
Extracted information for 114 samples.
Processing  ST002267
No raw data detected. Ignoring ST002267
Processing  ST002936
No raw data detected. Ignoring ST002936
Processing  ST000674
No raw data detected. Ignoring ST000674
Processing  ST002108
Initiating REDU-table generation for AN003448
Rest length is 13
raw file key found.
Initiating REDU-table generation for AN003449
Rest length is 13
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
71_irbcs_p_1.raw
71_irbcs_p_2.raw
71_irbcs_p_3.raw
71_irbcs_p_4.raw
DMSO_iRBC_p_1.raw
DMSO_iRBC_p_2.raw
DMSO_iRBC_p_3.raw
DMSO_iRBC_p_4.raw
DMSO_iRBC_p_5.raw
DMSO_iRBC_p_6.raw
DMSO_iRBC_p_7.raw
DMSO_iRBC_p_8.raw
DMSO_iRBC_p_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 13 rows!
Extracted information for 13 samples.
Processing  ST002808
Initiating REDU-table generation for AN004565
Rest length is 526
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
DINE_B_1.raw
DINE_B_10.raw
DINE_B_11.raw
DINE_B_12.raw
DINE_B_13.raw
DINE_B_14.raw
DINE_B_15.raw
DINE_B_16.raw
DINE_B_17.raw
DINE_B_18.raw
DINE_B_19.raw
DINE_B_2.raw
DINE_B_20.raw
DINE_B_21.raw
DINE_B_22.raw
DINE_B_23.raw
DINE_B_24.raw
DINE_B_25.raw
DINE_B_26.raw
DINE_B_27.raw
DINE_B_28.raw
DINE_B_29.raw
DINE_B_3.raw
DINE_B_30.raw
DINE_B_31.raw
DINE_B_32.raw
DINE_B_33.raw
DINE_B_34.raw
DINE_B_35.raw
DINE_B_36.raw
DINE_B_37.raw
DINE_B_38.raw
DINE_B_4.raw
DINE_B_5.raw
DINE_B_6.raw
DINE_B_7.raw
DINE_B_8.raw
DINE_B_9.raw
DINE_CHEAR_U_1.raw
DINE_CHEAR_U_10.raw
DINE_CHEAR_U_11.raw
DINE_CHEAR_U_12.raw
DINE_CHEAR_U_13.raw
DINE_CHEAR_U_14.raw
DINE_CHEAR_U_15.raw
DINE_CHEAR_U_16.raw
DINE_CHEAR_U_17.raw
DINE_CHEAR_U_18.raw
DINE_CHEAR_U_19.raw
DINE_CHEAR_U_2.raw
DINE_CHEAR_U_3.raw
DINE_CHEAR_U_4.raw
DINE_CHEAR_U_5.raw
DINE_CHEAR_U_6.raw
DINE_CHEAR_U_7.raw
DINE_CHEAR_U_8.raw
DINE_CHEAR_U_9.raw
DINE_HHEAR_U1_1.raw
DINE_HHEAR_U1_10.raw
DINE_HHEAR_U1_11.raw
DINE_HHEAR_U1_12.raw
DINE_HHEAR_U1_13.raw
DINE_HHEAR_U1_14.raw
DINE_HHEAR_U1_15.raw
DINE_HHEAR_U1_16.raw
DINE_HHEAR_U1_17.raw
DINE_HHEAR_U1_18.raw
DINE_HHEAR_U1_19.raw
DINE_HHEAR_U1_2.raw
DINE_HHEAR_U1_3.raw
DINE_HHEAR_U1_4.raw
DINE_HHEAR_U1_5.raw
DINE_HHEAR_U1_6.raw
DINE_HHEAR_U1_7.raw
DINE_HHEAR_U1_8.raw
DINE_HHEAR_U1_9.raw
DINE_HHEAR_U2_1.raw
DINE_HHEAR_U2_10.raw
DINE_HHEAR_U2_11.raw
DINE_HHEAR_U2_12.raw
DINE_HHEAR_U2_13.raw
DINE_HHEAR_U2_14.raw
DINE_HHEAR_U2_15.raw
DINE_HHEAR_U2_16.raw
DINE_HHEAR_U2_17.raw
DINE_HHEAR_U2_18.raw
DINE_HHEAR_U2_19.raw
DINE_HHEAR_U2_2.raw
DINE_HHEAR_U2_3.raw
DINE_HHEAR_U2_4.raw
DINE_HHEAR_U2_5.raw
DINE_HHEAR_U2_6.raw
DINE_HHEAR_U2_7.raw
DINE_HHEAR_U2_8.raw
DINE_HHEAR_U2_9.raw
DINE_NIST_3672_1.raw
DINE_NIST_3672_10.raw
DINE_NIST_3672_11.raw
DINE_NIST_3672_12.raw
DINE_NIST_3672_13.raw
DINE_NIST_3672_14.raw
DINE_NIST_3672_15.raw
DINE_NIST_3672_2.raw
DINE_NIST_3672_3.raw
DINE_NIST_3672_4.raw
DINE_NIST_3672_5.raw
DINE_NIST_3672_6.raw
DINE_NIST_3672_7.raw
DINE_NIST_3672_8.raw
DINE_NIST_3672_9.raw
DINE_SP_1.raw
DINE_SP_10.raw
DINE_SP_11.raw
DINE_SP_12.raw
DINE_SP_13.raw
DINE_SP_14.raw
DINE_SP_15.raw
DINE_SP_16.raw
DINE_SP_17.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 58%|█████▊    | 1826/3150 [2:21:35<2:22:14,  6.45s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 58%|█████▊    | 1827/3150 [2:21:38<2:09:52,  5.89s/it]
DINE_SP_18.raw
DINE_SP_19.raw
DINE_SP_2.raw
DINE_SP_20.raw
DINE_SP_21.raw
DINE_SP_22.raw
DINE_SP_23.raw
DINE_SP_24.raw
DINE_SP_25.raw
DINE_SP_26.raw
DINE_SP_27.raw
DINE_SP_28.raw
DINE_SP_29.raw
DINE_SP_3.raw
DINE_SP_30.raw
DINE_SP_31.raw
DINE_SP_32.raw
DINE_SP_33.raw
DINE_SP_34.raw
DINE_SP_35.raw
DINE_SP_36.raw
DINE_SP_37.raw
DINE_SP_38.raw
DINE_SP_4.raw
DINE_SP_5.raw
DINE_SP_6.raw
DINE_SP_7.raw
DINE_SP_8.raw
DINE_SP_9.raw
DINE_S_1.raw
DINE_S_10.raw
DINE_S_100.raw
DINE_S_101.raw
DINE_S_102.raw
DINE_S_103.raw
DINE_S_104.raw
DINE_S_105.raw
DINE_S_106.raw
DINE_S_107.raw
DINE_S_108.raw
DINE_S_109.raw
DINE_S_11.raw
DINE_S_110.raw
DINE_S_111.raw
DINE_S_112.raw
DINE_S_113.raw
DINE_S_114.raw
DINE_S_115.raw
DINE_S_116.raw
DINE_S_117.raw
DINE_S_118.raw
DINE_S_119.raw
DINE_S_12.raw
DINE_S_120.raw
DINE_S_121.raw
DINE_S_122.raw
DINE_S_123.raw
DINE_S_124.raw
DINE_S_125.raw
DINE_S_126.raw
DINE_S_127.raw
DINE_S_128.raw
DINE_S_129.raw
DINE_S_13.raw
DINE_S_130.raw
DINE_S_131.raw
DINE_S_132.raw
DINE_S_133.raw
DINE_S_134.raw
DINE_S_135.raw
DINE_S_136.raw
DINE_S_137.raw
DINE_S_138.raw
DINE_S_139.raw
DINE_S_14.raw
DINE_S_140.raw
DINE_S_141.raw
DINE_S_142.raw
DINE_S_143.raw
DINE_S_144.raw
DINE_S_145.raw
DINE_S_146.raw
DINE_S_147.raw
DINE_S_148.raw
DINE_S_149.raw
DINE_S_15.raw
DINE_S_150.raw
DINE_S_151.raw
DINE_S_152.raw
DINE_S_153.raw
DINE_S_154.raw
DINE_S_155.raw
DINE_S_156.raw
DINE_S_157.raw
DINE_S_158.raw
DINE_S_159.raw
DINE_S_16.raw
DINE_S_160.raw
DINE_S_161.raw
DINE_S_162.raw
DINE_S_163.raw
DINE_S_164.raw
DINE_S_165.raw
DINE_S_166.raw
DINE_S_167.raw
DINE_S_168.raw
DINE_S_169.raw
DINE_S_17.raw
DINE_S_170.raw
DINE_S_171.raw
DINE_S_172.raw
DINE_S_173.raw
DINE_S_174.raw
DINE_S_175.raw
DINE_S_176.raw
DINE_S_177.raw
DINE_S_178.raw
DINE_S_179.raw
DINE_S_18.raw
DINE_S_180.raw
DINE_S_181.raw
DINE_S_182.raw
DINE_S_183.raw
DINE_S_184.raw
DINE_S_185.raw
DINE_S_186.raw
DINE_S_187.raw
DINE_S_188.raw
DINE_S_189.raw
DINE_S_19.raw
DINE_S_190.raw
DINE_S_191.raw
DINE_S_192.raw
DINE_S_193.raw
DINE_S_194.raw
DINE_S_195.raw
DINE_S_196.raw
DINE_S_197.raw
DINE_S_198.raw
DINE_S_199.raw
DINE_S_2.raw
DINE_S_20.raw
DINE_S_200.raw
DINE_S_201.raw
DINE_S_202.raw
DINE_S_203.raw
DINE_S_204.raw
DINE_S_205.raw
DINE_S_206.raw
DINE_S_207.raw
DINE_S_208.raw
DINE_S_209.raw
DINE_S_21.raw
DINE_S_210.raw
DINE_S_211.raw
DINE_S_212.raw
DINE_S_213.raw
DINE_S_214.raw
DINE_S_215.raw
DINE_S_216.raw
DINE_S_217.raw
DINE_S_218.raw
DINE_S_219.raw
DINE_S_22.raw
DINE_S_220.raw
DINE_S_221.raw
DINE_S_222.raw
DINE_S_223.raw
DINE_S_224.raw
DINE_S_225.raw
DINE_S_226.raw
DINE_S_227.raw
DINE_S_228.raw
DINE_S_229.raw
DINE_S_23.raw
DINE_S_230.raw
DINE_S_231.raw
DINE_S_232.raw
DINE_S_233.raw
DINE_S_234.raw
DINE_S_235.raw
DINE_S_236.raw
DINE_S_237.raw
DINE_S_238.raw
DINE_S_239.raw
DINE_S_24.raw
DINE_S_240.raw
DINE_S_241.raw
DINE_S_242.raw
DINE_S_243.raw
DINE_S_244.raw
DINE_S_245.raw
DINE_S_246.raw
DINE_S_247.raw
DINE_S_248.raw
DINE_S_249.raw
DINE_S_25.raw
DINE_S_250.raw
DINE_S_251.raw
DINE_S_252.raw
DINE_S_253.raw
DINE_S_254.raw
DINE_S_255.raw
DINE_S_256.raw
DINE_S_257.raw
DINE_S_258.raw
DINE_S_259.raw
DINE_S_26.raw
DINE_S_260.raw
DINE_S_261.raw
DINE_S_262.raw
DINE_S_263.raw
DINE_S_264.raw
DINE_S_265.raw
DINE_S_266.raw
DINE_S_267.raw
DINE_S_268.raw
DINE_S_269.raw
DINE_S_27.raw
DINE_S_270.raw
DINE_S_271.raw
DINE_S_272.raw
DINE_S_273.raw
DINE_S_274.raw
DINE_S_275.raw
DINE_S_276.raw
DINE_S_277.raw
DINE_S_278.raw
DINE_S_279.raw
DINE_S_28.raw
DINE_S_280.raw
DINE_S_281.raw
DINE_S_282.raw
DINE_S_283.raw
DINE_S_284.raw
DINE_S_285.raw
DINE_S_286.raw
DINE_S_287.raw
DINE_S_288.raw
DINE_S_289.raw
DINE_S_29.raw
DINE_S_290.raw
DINE_S_291.raw
DINE_S_292.raw
DINE_S_293.raw
DINE_S_294.raw
DINE_S_295.raw
DINE_S_296.raw
DINE_S_297.raw
DINE_S_298.raw
DINE_S_299.raw
DINE_S_3.raw
DINE_S_30.raw
DINE_S_300.raw
DINE_S_301.raw
DINE_S_302.raw
DINE_S_303.raw
DINE_S_304.raw
DINE_S_305.raw
DINE_S_306.raw
DINE_S_307.raw
DINE_S_308.raw
DINE_S_309.raw
DINE_S_31.raw
DINE_S_310.raw
DINE_S_311.raw
DINE_S_312.raw
DINE_S_313.raw
DINE_S_314.raw
DINE_S_315.raw
DINE_S_316.raw
DINE_S_317.raw
DINE_S_318.raw
DINE_S_319.raw
DINE_S_32.raw
DINE_S_320.raw
DINE_S_321.raw
DINE_S_322.raw
DINE_S_323.raw
DINE_S_324.raw
DINE_S_325.raw
DINE_S_326.raw
DINE_S_327.raw
DINE_S_328.raw
DINE_S_329.raw
DINE_S_33.raw
DINE_S_330.raw
DINE_S_331.raw
DINE_S_332.raw
DINE_S_333.raw
DINE_S_335.raw
DINE_S_336.raw
DINE_S_337.raw
DINE_S_338.raw
DINE_S_339.raw
DINE_S_34.raw
DINE_S_340.raw
DINE_S_341.raw
DINE_S_342.raw
DINE_S_343.raw
DINE_S_344.raw
DINE_S_345.raw
DINE_S_346.raw
DINE_S_347.raw
DINE_S_348.raw
DINE_S_349.raw
DINE_S_35.raw
DINE_S_350.raw
DINE_S_351.raw
DINE_S_352.raw
DINE_S_353.raw
DINE_S_354.raw
DINE_S_355.raw
DINE_S_356.raw
DINE_S_357.raw
DINE_S_358.raw
DINE_S_359.raw
DINE_S_36.raw
DINE_S_360.raw
DINE_S_361.raw
DINE_S_362.raw
DINE_S_363.raw
DINE_S_364.raw
DINE_S_365.raw
DINE_S_366.raw
DINE_S_367.raw
DINE_S_368.raw
DINE_S_369.raw
DINE_S_37.raw
DINE_S_370.raw
DINE_S_371.raw
DINE_S_372.raw
DINE_S_373.raw
DINE_S_374.raw
DINE_S_375.raw
DINE_S_376.raw
DINE_S_377.raw
DINE_S_378.raw
DINE_S_379.raw
DINE_S_38.raw
DINE_S_39.raw
DINE_S_4.raw
DINE_S_40.raw
DINE_S_41.raw
DINE_S_42.raw
DINE_S_43.raw
DINE_S_44.raw
DINE_S_45.raw
DINE_S_46.raw
DINE_S_47.raw
DINE_S_48.raw
DINE_S_49.raw
DINE_S_5.raw
DINE_S_50.raw
DINE_S_51.raw
DINE_S_52.raw
DINE_S_53.raw
DINE_S_54.raw
DINE_S_55.raw
DINE_S_56.raw
DINE_S_57.raw
DINE_S_58.raw
DINE_S_59.raw
DINE_S_6.raw
DINE_S_60.raw
DINE_S_61.raw
DINE_S_62.raw
DINE_S_63.raw
DINE_S_64.raw
DINE_S_65.raw
DINE_S_66.raw
DINE_S_67.raw
DINE_S_68.raw
DINE_S_69.raw
DINE_S_7.raw
DINE_S_70.raw
DINE_S_71.raw
DINE_S_72.raw
DINE_S_73.raw
DINE_S_74.raw
DINE_S_75.raw
DINE_S_76.raw
DINE_S_77.raw
DINE_S_78.raw
DINE_S_79.raw
DINE_S_8.raw
DINE_S_80.raw
DINE_S_81.raw
DINE_S_82.raw
DINE_S_83.raw
DINE_S_84.raw
DINE_S_85.raw
DINE_S_86.raw
DINE_S_87.raw
DINE_S_88.raw
DINE_S_89.raw
DINE_S_9.raw
DINE_S_90.raw
DINE_S_91.raw
DINE_S_92.raw
DINE_S_93.raw
DINE_S_94.raw
DINE_S_95.raw
DINE_S_96.raw
DINE_S_97.raw
DINE_S_98.raw
DINE_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 526 rows!
Extracted information for 526 samples.
Processing  ST002710
Initiating REDU-table generation for AN004392
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
C
091622_RPLC_POS_26C_0003.mzML
C
091622_RPLC_POS_27C_0010.mzML
C
091622_RPLC_POS_29C_0011.mzML
C
091622_RPLC_POS_30C_0018.mzML
C
091622_RPLC_POS_31C_0019.mzML
C
091622_RPLC_POS_32C_0026.mzML
C
091622_RPLC_POS_33C_0027.mzML
C
091622_RPLC_POS_34C_0034.mzML
C
091622_RPLC_POS_35C_0035.mzML
C
091622_RPLC_POS_36C_0005.mzML
C
091622_RPLC_POS_37C_0008.mzML
C
091622_RPLC_POS_3NTC_0032.mzML
C
091622_RPLC_POS_40C_0013.mzML
C
091622_RPLC_POS_41C_0016.mzML
C
091622_RPLC_POS_42C_0021.mzML
C
091622_RPLC_POS_43C_0024.mzML
C
091622_RPLC_POS_44C_0037.mzML
C
091622_RPLC_POS_45C_0029.mzML
KD
091622_RPLC_POS_26KD_0004.mzML
KD
091622_RPLC_POS_27KD_0009.mzML
KD
091622_RPLC_POS_28KD_0038.mzML
KD
091622_RPLC_POS_29KD_0012.mzML
KD
091622_RPLC_POS_30KD_0017.mzML
KD
091622_RPLC_POS_31KD_0020.mzML
KD
091622_RPLC_POS_32KD_0025.mzML
KD
091622_RPLC_POS_33KD_0028.mzML
KD
091622_RPLC_POS_34KD_0033.mzML
KD
091622_RPLC_POS_35KD_0036.mzML
KD
091622_RPLC_POS_36KD_0006.mzML
KD
091622_RPLC_POS_37KD_0007.mzML
KD
091622_RPLC_POS_3NTKD_0031.mzML
KD
091622_RPLC_POS_40KD_0014.mzML
KD
091622_RPLC_POS_41KD_0015.mzML
KD
091622_RPLC_POS_42KD_0022.mzML
KD
091622_RPLC_POS_43KD_0023.mzML
KD
091622_RPLC_POS_45KD_0030.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST002743
No raw data detected. Ignoring ST002743
Processing  ST003382
Initiating REDU-table generation for AN005540
Rest length is 11
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
04_30_24_Huh7cells_AAVS1_1.mzXML
04_30_24_Huh7cells_AAVS1_1_MS2.mzXML
04_30_24_Huh7cells_AAVS1_2.mzXML
04_30_24_Huh7cells_AAVS1_2_MS2.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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04_30_24_Huh7cells_AAVS1_3.mzXML
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST000499
No raw data detected. Ignoring ST000499
Processing  ST000029
No raw data detected. Ignoring ST000029
Processing  ST000992
Initiating REDU-table generation for AN001618
Rest length is 79
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/79 [00:00<?, ?it/s]

Mapping potential matches:  15%|█▌        | 12/79 [00:00<00:00, 118.96it/s]

Mapping potential matches:  32%|███▏      | 25/79 [00:00<00:00, 119.67it/s]

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Mapping potential matches:  62%|██████▏   | 49/79 [00:00<00:00, 118.35it/s]

Mapping potential matches:  77%|███████▋  | 61/79 [00:00<00:00, 118.77it/s]

Mapping potential matches:  94%|█████████▎| 74/79 [00:00<00:00, 119.37it/s]
Mapping potential matches: 100%|██████████| 79/79 [00:00<00:00, 119.10it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001619
Rest length is 79
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/79 [00:00<?, ?it/s]

Mapping potential matches:  16%|█▋        | 13/79 [00:00<00:00, 120.51it/s]

Mapping potential matches:  33%|███▎      | 26/79 [00:00<00:00, 121.25it/s]

Mapping potential matches:  49%|████▉     | 39/79 [00:00<00:00, 120.99it/s]

Mapping potential matches:  66%|██████▌   | 52/79 [00:00<00:00, 120.66it/s]

Mapping potential matches:  82%|████████▏ | 65/79 [00:00<00:00, 120.86it/s]

Mapping potential matches:  99%|█████████▊| 78/79 [00:00<00:00, 121.24it/s]
Mapping potential matches: 100%|██████████| 79/79 [00:00<00:00, 121.02it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001620
Rest length is 79
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/79 [00:00<?, ?it/s]

Mapping potential matches:  16%|█▋        | 13/79 [00:00<00:00, 120.45it/s]

Mapping potential matches:  33%|███▎      | 26/79 [00:00<00:00, 120.93it/s]

Mapping potential matches:  49%|████▉     | 39/79 [00:00<00:00, 120.93it/s]

Mapping potential matches:  66%|██████▌   | 52/79 [00:00<00:00, 121.72it/s]

Mapping potential matches:  82%|████████▏ | 65/79 [00:00<00:00, 121.89it/s]

Mapping potential matches:  99%|█████████▊| 78/79 [00:00<00:00, 122.05it/s]
Mapping potential matches: 100%|██████████| 79/79 [00:00<00:00, 121.62it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001621
Rest length is 79
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/79 [00:00<?, ?it/s]

Mapping potential matches:  15%|█▌        | 12/79 [00:00<00:00, 118.87it/s]

Mapping potential matches:  32%|███▏      | 25/79 [00:00<00:00, 119.85it/s]

Mapping potential matches:  47%|████▋     | 37/79 [00:00<00:00, 118.99it/s]

Mapping potential matches:  62%|██████▏   | 49/79 [00:00<00:00, 118.91it/s]

Mapping potential matches:  78%|███████▊  | 62/79 [00:00<00:00, 119.71it/s]

Mapping potential matches:  95%|█████████▍| 75/79 [00:00<00:00, 120.19it/s]
Mapping potential matches: 100%|██████████| 79/79 [00:00<00:00, 119.71it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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20151022_S00019078_P.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 158 rows!
Extracted information for 158 samples.
Processing  ST001328
No raw data detected. Ignoring ST001328
Processing  ST002022
No raw data detected. Ignoring ST002022
Processing  ST001838
No raw data detected. Ignoring ST001838
Processing  ST002413
Initiating REDU-table generation for AN003933
Rest length is 9
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/9 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 9/9 [00:00<00:00, 1276.76it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003934
Rest length is 9
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/9 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 9/9 [00:00<00:00, 1296.67it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 58%|█████▊    | 1836/3150 [2:21:51<52:54,  2.42s/it]
 58%|█████▊    | 1839/3150 [2:21:51<32:42,  1.50s/it]
 58%|█████▊    | 1842/3150 [2:21:51<21:19,  1.02it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▊    | 1845/3150 [2:21:53<19:16,  1.13it/s]
 59%|█████▊    | 1847/3150 [2:21:53<14:54,  1.46it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw data
negative raw
F2-27-01-.raw
raw data
negative raw
F2-27-02-.raw
raw data
negative raw
F2-27-03-.raw
raw data
negative raw
F2-27-07-.raw
raw data
negative raw
F2-27-08-.raw
raw data
negative raw
F2-27-09-.raw
raw data
negative raw
F2-27-13-.raw
raw data
negative raw
F2-27-14-.raw
raw data
negative raw
F2-27-15-.raw
raw data
positive raw
F2-27-01+.raw
raw data
positive raw
F2-27-02+.raw
raw data
positive raw
F2-27-03+.raw
raw data
positive raw
F2-27-07+.raw
raw data
positive raw
F2-27-08+.raw
raw data
positive raw
F2-27-09+.raw
raw data
positive raw
F2-27-13+.raw
raw data
positive raw
F2-27-14+.raw
raw data
positive raw
F2-27-15+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000331
No raw data detected. Ignoring ST000331
Processing  ST002909
No raw data detected. Ignoring ST002909
Processing  ST001686
No raw data detected. Ignoring ST001686
Processing  ST003297
No raw data detected. Ignoring ST003297
Processing  ST002191
No raw data detected. Ignoring ST002191
Processing  ST000744
No raw data detected. Ignoring ST000744
Processing  ST001164
No raw data detected. Ignoring ST001164
Processing  ST001884
No raw data detected. Ignoring ST001884
Processing  ST003352
Initiating REDU-table generation for AN005493
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
426_1.mzXML
426_2.mzXML
426_3.mzXML
426_4.mzXML
426_5.mzXML
KD_1.mzXML
KD_2.mzXML
KD_3.mzXML
KD_4.mzXML
KD_5.mzXML
LPL_1.mzXML
LPL_2.mzXML
LPL_3.mzXML
LPL_4.mzXML
LPL_5.mzXML
TSC_1.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST002862
No raw data detected. Ignoring ST002862
Processing  ST001007
No raw data detected. Ignoring ST001007
Processing  ST002508
Initiating REDU-table generation for AN004130
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Isotopic_labeling_glucose_LDHi_lactate_Fig4_Suppl_Fig4
Cont-biological_independent1.raw
Isotopic_labeling_glucose_LDHi_lactate_Fig4_Suppl_Fig4
Cont-biological_independent2.raw
Isotopic_labeling_glucose_LDHi_lactate_Fig4_Suppl_Fig4
Cont-biological_independent3.raw
Isotopic_labeling_glucose_LDHi_lactate_Fig4_Suppl_Fig4
LDHi-biological_independent1.raw
Isotopic_labeling_glucose_LDHi_lactate_Fig4_Suppl_Fig4
LDHi-biological_independent2.raw
Isotopic_labeling_glucose_LDHi_lactate_Fig4_Suppl_Fig4
LDHi-biological_independent3.raw
Isotopic_labeling_glucose_LDHi_lactate_Fig4_Suppl_Fig4
Lactate-biological_independent1.raw
Isotopic_labeling_glucose_LDHi_lactate_Fig4_Suppl_Fig4
Lactate-biological_independent2.raw
Isotopic_labeling_glucose_LDHi_lactate_Fig4_Suppl_Fig4
Lactate-biological_independent3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST002003
Initiating REDU-table generation for AN003266
Rest length is 197
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Conniff001_MX405656_posHILIC_CD008-041.wiff
Conniff002_MX405656_posHILIC_GH062-176.wiff
Conniff003_MX405656_posHILIC_EF059-139.wiff
Conniff004_MX405656_posHILIC_CD073-089.wiff
Conniff005_MX405656_posHILIC_CD009-042.wiff
Conniff006_MX405656_posHILIC_IJ006-181.wiff
Conniff007_MX405656_posHILIC_GH015-150.wiff
Conniff008_MX405656_posHILIC_CD019-2-050.wiff
Conniff009_MX405656_posHILIC_CD036-062.wiff
Conniff010_MX405656_posHILIC_EF026-119.wiff
Conniff011_MX405656_posHILIC_EF032-124.wiff
Conniff012_MX405656_posHILIC_EF043-131.wiff
Conniff013_MX405656_posHILIC_EF056-137.wiff
Conniff014_MX405656_posHILIC_CD001-2-038.wiff
Conniff015_MX405656_posHILIC_CD064-082.wiff
Conniff016_MX405656_posHILIC_GH030-160.wiff
Conniff017_MX405656_posHILIC_CD034-060.wiff
Conniff018_MX405656_posHILIC_GH022-155.wiff
Conniff019_MX405656_posHILIC_IJ009-182.wiff
Conniff020_MX405656_posHILIC_GH016-151.wiff
Conniff021_MX405656_posHILIC_IJ047-192.wiff
Conniff022_MX405656_posHILIC_CD078-094.wiff
Conniff023_MX405656_posHILIC_GH004-143.wiff
Conniff024_MX405656_posHILIC_GH049-168.wiff
Conniff025_MX405656_posHILIC_IJ044-190.wiff
Conniff026_MX405656_posHILIC_CD059-079.wiff
Conniff027_MX405656_posHILIC_IJ030-187.wiff
Conniff028_MX405656_posHILIC_CD022-052.wiff
Conniff029_MX405656_posHILIC_EF011-111.wiff
Conniff030_MX405656_posHILIC_AB064-036.wiff
Conniff031_MX405656_posHILIC_AB055-031.wiff
Conniff032_MX405656_posHILIC_EF027-120.wiff
Conniff033_MX405656_posHILIC_IJ061-196.wiff
Conniff034_MX405656_posHILIC_CD037-063.wiff
Conniff035_MX405656_posHILIC_AB004-002.wiff
Conniff036_MX405656_posHILIC_IJ010-183.wiff
Conniff037_MX405656_posHILIC_AB060-034.wiff
Conniff038_MX405656_posHILIC_GH021-154.wiff
Conniff039_MX405656_posHILIC_EF041-130.wiff
Conniff040_MX405656_posHILIC_GH017-152.wiff
Conniff041_MX405656_posHILIC_AB036-019.wiff
Conniff042_MX405656_posHILIC_CD046-070.wiff
Conniff043_MX405656_posHILIC_AB031-016.wiff
Conniff044_MX405656_posHILIC_EF004-105.wiff
Conniff045_MX405656_posHILIC_CD050-074.wiff
Conniff046_MX405656_posHILIC_IJ059-195.wiff
Conniff047_MX405656_posHILIC_CD015-047.wiff
Conniff048_MX405656_posHILIC_CD041-066.wiff
Conniff049_MX405656_posHILIC_AB024-012.wiff
Conniff050_MX405656_posHILIC_GH007-145.wiff
Conniff051_MX405656_posHILIC_EF061-141.wiff
Conniff052_MX405656_posHILIC_AB050-028.wiff
Conniff053_MX405656_posHILIC_EF034-126.wiff
Conniff054_MX405656_posHILIC_EF009-109.wiff
Conniff055_MX405656_posHILIC_EF040-129.wiff
Conniff056_MX405656_posHILIC_AB042-023.wiff
Conniff057_MX405656_posHILIC_EF045-132.wiff
Conniff058_MX405656_posHILIC_CD012-045.wiff
Conniff059_MX405656_posHILIC_AB022-010.wiff
Conniff060_MX405656_posHILIC_AB059-033.wiff
Conniff061_MX405656_posHILIC_EF008-108.wiff
Conniff062_MX405656_posHILIC_AB041-022.wiff
Conniff063_MX405656_posHILIC_GH061-175.wiff
Conniff064_MX405656_posHILIC_GH041-165.wiff
Conniff065_MX405656_posHILIC_CD053-076.wiff
Conniff066_MX405656_posHILIC_EF012-112.wiff
Conniff067_MX405656_posHILIC_CD086-100.wiff
Conniff068_MX405656_posHILIC_CD075-091.wiff
Conniff069_MX405656_posHILIC_CD071-087.wiff
Conniff070_MX405656_posHILIC_EF010-110.wiff
Conniff071_MX405656_posHILIC_CD035-061.wiff
Conniff072_MX405656_posHILIC_CD068-085.wiff
Conniff073_MX405656_posHILIC_CD052-075.wiff
Conniff074_MX405656_posHILIC_CD070-086.wiff
Conniff075_MX405656_posHILIC_CD067-084.wiff
Conniff076_MX405656_posHILIC_CD006-040.wiff
Conniff077_MX405656_posHILIC_GH008-146.wiff
Conniff078_MX405656_posHILIC_IJ003-180.wiff
Conniff079_MX405656_posHILIC_EF006-107.wiff
Conniff080_MX405656_posHILIC_AB051-029.wiff
Conniff081_MX405656_posHILIC_IJ052-194.wiff
Conniff082_MX405656_posHILIC_EF023-117.wiff
Conniff083_MX405656_posHILIC_IJ043-189.wiff
Conniff084_MX405656_posHILIC_GH063-177.wiff
Conniff085_MX405656_posHILIC_GH057-172.wiff
Conniff086_MX405656_posHILIC_IJ029-186.wiff
Conniff087_MX405656_posHILIC_EF020-116.wiff
Conniff088_MX405656_posHILIC_GH002-2-142.wiff
Conniff089_MX405656_posHILIC_GH060-174.wiff
Conniff090_MX405656_posHILIC_AB037-020.wiff
Conniff091_MX405656_posHILIC_CD074-090.wiff
Conniff092_MX405656_posHILIC_CD076-092.wiff
Conniff093_MX405656_posHILIC_CD045-069.wiff
Conniff094_MX405656_posHILIC_GH040-164.wiff
Conniff095_MX405656_posHILIC_EF033-125.wiff
Conniff096_MX405656_posHILIC_EF036-128.wiff
Conniff097_MX405656_posHILIC_CD055-077.wiff
Conniff098_MX405656_posHILIC_EF028-121.wiff
Conniff099_MX405656_posHILIC_AB023-011.wiff
Conniff100_MX405656_posHILIC_AB063-035.wiff
Conniff101_MX405656_posHILIC_GH013-149.wiff
Conniff102_MX405656_posHILIC_GH009-147.wiff
Conniff103_MX405656_posHILIC_AB010-006.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▊    | 1849/3150 [2:21:58<25:47,  1.19s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▊    | 1850/3150 [2:22:01<29:20,  1.35s/it]
Conniff104_MX405656_posHILIC_CD083-097.wiff
Conniff105_MX405656_posHILIC_CD025-054.wiff
Conniff106_MX405656_posHILIC_CD016-048.wiff
Conniff107_MX405656_posHILIC_AB017-009.wiff
Conniff108_MX405656_posHILIC_GH024-156.wiff
Conniff109_MX405656_posHILIC_CD020-051.wiff
Conniff110_MX405656_posHILIC_EF031-123.wiff
Conniff111_MX405656_posHILIC_EF052-135.wiff
Conniff112_MX405656_posHILIC_GH011-148.wiff
Conniff113_MX405656_posHILIC_CD011-044.wiff
Conniff114_MX405656_posHILIC_CD017-049.wiff
Conniff115_MX405656_posHILIC_CD065-083.wiff
Conniff116_MX405656_posHILIC_IJ038-188.wiff
Conniff117_MX405656_posHILIC_AB029-015.wiff
Conniff118_MX405656_posHILIC_AB045-025.wiff
Conniff119_MX405656_posHILIC_CD040-065.wiff
Conniff120_MX405656_posHILIC_EF051-134.wiff
Conniff121_MX405656_posHILIC_CD004-039.wiff
Conniff122_MX405656_posHILIC_AB026-013.wiff
Conniff123_MX405656_posHILIC_CD088-101.wiff
Conniff124_MX405656_posHILIC_AB043-024.wiff
Conniff125_MX405656_posHILIC_CD048-072.wiff
Conniff126_MX405656_posHILIC_EF029-122.wiff
Conniff127_MX405656_posHILIC_CD085-099.wiff
Conniff128_MX405656_posHILIC_GH019-153.wiff
Conniff129_MX405656_posHILIC_EF057-138.wiff
Conniff130_MX405656_posHILIC_CD026-055.wiff
Conniff131_MX405656_posHILIC_CD056-078.wiff
Conniff132_MX405656_posHILIC_CD039-064.wiff
Conniff133_MX405656_posHILIC_AB014-008.wiff
Conniff134_MX405656_posHILIC_EF019-115.wiff
Conniff135_MX405656_posHILIC_GH054-171.wiff
Conniff136_MX405656_posHILIC_GH042-166.wiff
Conniff137_MX405656_posHILIC_IJ046-191.wiff
Conniff138_MX405656_posHILIC_CD047-071.wiff
Conniff139_MX405656_posHILIC_AB038-021.wiff
Conniff140_MX405656_posHILIC_AB008-004.wiff
Conniff141_MX405656_posHILIC_EF002-103.wiff
Conniff142_MX405656_posHILIC_EF053-136.wiff
Conniff143_MX405656_posHILIC_AB012-007.wiff
Conniff144_MX405656_posHILIC_AB028-014.wiff
Conniff145_MX405656_posHILIC_CD027-056.wiff
Conniff146_MX405656_posHILIC_AB047-026.wiff
Conniff147_MX405656_posHILIC_AB009-2-005.wiff
Conniff148_MX405656_posHILIC_CD081-096.wiff
Conniff149_MX405656_posHILIC_GH037-161.wiff
Conniff150_MX405656_posHILIC_CD084-098.wiff
Conniff151_MX405656_posHILIC_EF003-104.wiff
Conniff152_MX405656_posHILIC_IJ001-178.wiff
Conniff153_MX405656_posHILIC_IJ014-185.wiff
Conniff154_MX405656_posHILIC_GH038-162.wiff
Conniff155_MX405656_posHILIC_EF001-102.wiff
Conniff156_MX405656_posHILIC_GH039-163.wiff
Conniff157_MX405656_posHILIC_CD080-095.wiff
Conniff158_MX405656_posHILIC_EF013-113.wiff
Conniff159_MX405656_posHILIC_CD014-046.wiff
Conniff160_MX405656_posHILIC_CD033-059.wiff
Conniff161_MX405656_posHILIC_AB052-030.wiff
Conniff162_MX405656_posHILIC_CD049-073.wiff
Conniff163_MX405656_posHILIC_GH026-158.wiff
Conniff164_MX405656_posHILIC_AB058-032.wiff
Conniff165_MX405656_posHILIC_EF024-118.wiff
Conniff166_MX405656_posHILIC_IJ002-179.wiff
Conniff167_MX405656_posHILIC_CD072-088.wiff
Conniff168_MX405656_posHILIC_EF060-140.wiff
Conniff169_MX405656_posHILIC_CD042-067.wiff
Conniff170_MX405656_posHILIC_AB065-037.wiff
Conniff171_MX405656_posHILIC_GH058-173.wiff
Conniff172_MX405656_posHILIC_GH050-169.wiff
Conniff173_MX405656_posHILIC_GH046-167.wiff
Conniff174_MX405656_posHILIC_CD029-057.wiff
Conniff175_MX405656_posHILIC_IJ075-197.wiff
Conniff176_MX405656_posHILIC_CD010-043.wiff
Conniff177_MX405656_posHILIC_AB049-027.wiff
Conniff178_MX405656_posHILIC_CD062-080.wiff
Conniff179_MX405656_posHILIC_GH027-159.wiff
Conniff180_MX405656_posHILIC_IJ049-193.wiff
Conniff181_MX405656_posHILIC_CD043-068.wiff
Conniff182_MX405656_posHILIC_GH025-157.wiff
Conniff183_MX405656_posHILIC_IJ013-184.wiff
Conniff184_MX405656_posHILIC_EF048-133.wiff
Conniff185_MX405656_posHILIC_AB006-003.wiff
Conniff186_MX405656_posHILIC_CD030-058.wiff
Conniff187_MX405656_posHILIC_EF017-114.wiff
Conniff188_MX405656_posHILIC_CD077-093.wiff
Conniff189_MX405656_posHILIC_AB034-018.wiff
Conniff190_MX405656_posHILIC_CD063-081.wiff
Conniff191_MX405656_posHILIC_GH006-144.wiff
Conniff192_MX405656_posHILIC_EF035-127.wiff
Conniff193_MX405656_posHILIC_CD024-053.wiff
Conniff194_MX405656_posHILIC_GH053-170.wiff
Conniff195_MX405656_posHILIC_AB003-001.wiff
Conniff196_MX405656_posHILIC_AB032-017.wiff
Conniff197_MX405656_posHILIC_EF005-106.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 197 rows!
Extracted information for 197 samples.
Processing  ST001643
Initiating REDU-table generation for AN002688
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
441784 raw files
190204cadsa01_1.cdf
441784 raw files
190204cadsa02_1.cdf
441784 raw files
190204cadsa03_1.cdf
441784 raw files
190204cadsa04_1.cdf
441784 raw files
190204cadsa05_1.cdf
441784 raw files
190204cadsa06_1.cdf
441784 raw files
190204cadsa07_1.cdf
441784 raw files
190204cadsa08_1.cdf
441784 raw files
190204cadsa09_1.cdf
441784 raw files
190204cadsa10_1.cdf
441784 raw files
190204cadsa11_1.cdf
441784 raw files
190204cadsa12_1.cdf
441784 raw files
190204cadsa13_1.cdf
441784 raw files
190204cadsa14_1.cdf
441784 raw files
190204cadsa15_1.cdf
441784 raw files
190204cadsa16_1.cdf
441784 raw files
190204cadsa17_1.cdf
441784 raw files
190204cadsa18_1.cdf
441784 raw files
190204cadsa19_1.cdf
441784 raw files
190204cadsa20_1.cdf
441784 raw files
190204cadsa21_1.cdf
441784 raw files
190204cadsa22_1.cdf
441784 raw files
190204cadsa23_1.cdf
441784 raw files
190204cadsa24_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002442
Initiating REDU-table generation for AN003979
Rest length is 88
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CSF_Raw_Files
SC_20201109_HILICp_FMS_CSF_A01_HD_4.raw
CSF_Raw_Files
SC_20201109_HILICp_FMS_CSF_A02_HD_3.raw
CSF_Raw_Files
SC_20201109_HILICp_FMS_CSF_A03_HD_2_1.raw
CSF_Raw_Files
SC_20201109_HILICp_FMS_CSF_A04_HD_2_2.raw
CSF_Raw_Files
SC_20201109_HILICp_FMS_CSF_A05_HD_3.raw
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CSF_Raw_Files
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SC_20201109_HILICp_FMS_CSF_D08_C_1_2.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1851/3150 [2:22:04<35:39,  1.65s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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CSF_Raw_Files
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SC_20201109_HILICp_FMS_CSF_D10_C_1_1.raw
CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
SC_20201109_HILICp_FMS_CSF_E05_HD_2_2.raw
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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CSF_Raw_Files
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 88 rows!
Extracted information for 88 samples.
Processing  ST000814
No raw data detected. Ignoring ST000814
Processing  ST001063
No raw data detected. Ignoring ST001063
Processing  ST001915
No raw data detected. Ignoring ST001915
Processing  ST001397
Initiating REDU-table generation for AN002336
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Hexose
L_K10D14_neg.wiff
Hexose
L_K10D1_neg.wiff
Hexose
L_K10D21_neg.wiff
Hexose
L_K10D28_neg.wiff
Hexose
L_K10D56_neg.wiff
Hexose
L_K10D7_neg.wiff
Hexose
L_K11D14_neg.wiff
Hexose
L_K11D1_neg.wiff
Hexose
L_K11D21_neg.wiff
Hexose
L_K11D28_neg.wiff
Hexose
L_K11D56_neg.wiff
Hexose
L_K11D7_neg.wiff
Hexose
L_K7D14_neg.wiff
Hexose
L_K7D21_neg.wiff
Hexose
L_K7D28_neg.wiff
Hexose
L_K7D56_neg.wiff
Hexose
L_K7D7_neg.wiff
Hexose
L_K8D14_neg.wiff
Hexose
L_K8D21_neg.wiff
Hexose
L_K8D28_neg.wiff
Hexose
L_K8D56_neg.wiff
Hexose
L_K8D7_neg.wiff
Hexose
L_K9D14_neg.wiff
Hexose
L_K9D1_neg.wiff
Hexose
L_K9D21_neg.wiff
Hexose
L_K9D28_neg.wiff
Hexose
L_K9D56_neg.wiff
Hexose
L_K9D7_neg.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST001918
Initiating REDU-table generation for AN003116
Rest length is 91
raw file key found.
Initiating REDU-table generation for AN003117
Rest length is 91
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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Walker_Benzene_MWAS_mzXML_Files_V2/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1856/3150 [2:22:12<40:01,  1.86s/it]
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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1859/3150 [2:22:15<32:32,  1.51s/it]
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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1865/3150 [2:22:17<17:15,  1.24it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1866/3150 [2:22:20<25:59,  1.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1867/3150 [2:22:23<29:37,  1.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1868/3150 [2:22:25<36:01,  1.69s/it]
VT_170729_M021_229.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_230.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_235.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_236.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_241.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_242.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_247.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_248.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_253.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_254.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_259.mzXML
Walker_Benzene_MWAS_mzXML_Files_V2
VT_170729_M021_260.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 364 rows!
Extracted information for 364 samples.
Processing  ST002086
No raw data detected. Ignoring ST002086
Processing  ST002986
No raw data detected. Ignoring ST002986
Processing  ST002230
Initiating REDU-table generation for AN003639
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DC metabolomics
FLControl4h_1.raw
DC metabolomics
FLControl4h_2.raw
DC metabolomics
FLControl4h_3.raw
DC metabolomics
FLHpb20h_1.raw
DC metabolomics
FLHpb20h_2.raw
DC metabolomics
FLHpb20h_3.raw
DC metabolomics
FLHpb20h_4.raw
DC metabolomics
FLcontrol20h_1.raw
DC metabolomics
FLcontrol20h_2.raw
DC metabolomics
FLcontrol20h_3.raw
DC metabolomics
FLcontrol20h_4.raw
DC metabolomics
FLmedia_1.raw
DC metabolomics
FLmedia_2.raw
DC metabolomics
FLmedia_3.raw
DC metabolomics
Hpb4h_1.raw
DC metabolomics
Hpb4h_2.raw
DC metabolomics
Hpb4h_3.raw
DC metabolomics
Hpb4h_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000039
No raw data detected. Ignoring ST000039
Processing  ST001810
No raw data detected. Ignoring ST001810
Processing  ST000935
No raw data detected. Ignoring ST000935
Processing  ST001391
No raw data detected. Ignoring ST001391
Processing  ST000713
No raw data detected. Ignoring ST000713
Processing  ST002626
Initiating REDU-table generation for AN004298
Rest length is 79
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pass1B_neg_Wadipose_V1-2020-04-16.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST002177
Initiating REDU-table generation for AN003565
Rest length is 21
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_QC_29.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_QC_41.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_QC_53.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_pc N1_21.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_pc N1_33.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_pc N1_45.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_pc N2_22.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_pc N2_34.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_pc N2_46.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_pc N3_23.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_pc N3_35.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_pc N3_47.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_thy N1_25.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_thy N1_37.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_thy N1_49.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_thy N2_27.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_thy N2_39.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_thy N2_51.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_thy N3_28.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_thy N3_40.mzXML
thymus_peritoneal_macrophage_electrophilic_negativemode_metabolome
201903015_thy N3_52.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST001396
Initiating REDU-table generation for AN002335
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Metabolites
L_K10D14_pos.wiff
Metabolites
L_K10D1_pos.wiff
Metabolites
L_K10D21_pos.wiff
Metabolites
L_K10D28_pos.wiff
Metabolites
L_K10D56_pos.wiff
Metabolites
L_K10D7_pos.wiff
Metabolites
L_K11D14_pos.wiff
Metabolites
L_K11D1_pos.wiff
Metabolites
L_K11D21_pos.wiff
Metabolites
L_K11D28_pos.wiff
Metabolites
L_K11D56_pos.wiff
Metabolites
L_K11D7_pos.wiff
Metabolites
L_K7D14_pos.wiff
Metabolites
L_K7D21_pos.wiff
Metabolites
L_K7D28_pos.wiff
Metabolites
L_K7D56_pos.wiff
Metabolites
L_K7D7_pos.wiff
Metabolites
L_K8D14_pos.wiff
Metabolites
L_K8D21_pos.wiff
Metabolites
L_K8D28_pos.wiff
Metabolites
L_K8D56_pos.wiff
Metabolites
L_K8D7_pos.wiff
Metabolites
L_K9D14_pos.wiff
Metabolites
L_K9D1_pos.wiff
Metabolites
L_K9D21_pos.wiff
Metabolites
L_K9D28_pos.wiff
Metabolites
L_K9D56_pos.wiff
Metabolites
L_K9D7_pos.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST002527
Initiating REDU-table generation for AN004161
Rest length is 21
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Mui-Lin-20210408-01-2.raw
Mui-Lin-20210408-02-2.raw
Mui-Lin-20210408-03-2.raw
Mui-Lin-20210408-04-2.raw
Mui-Lin-20210408-05-2.raw
Mui-Lin-20210408-06-2.raw
Mui-Lin-20210408-07-2.raw
Mui-Lin-20210408-08-2.raw
Mui-Lin-20210408-09-2.raw
Mui-Lin-20210408-10-2.raw
Mui-Lin-20210408-23-2.raw
Mui-Lin-20210408-24-2.raw
Mui-Lin-20210408-25-2.raw
Mui-Lin-20210408-27-2.raw
Mui-Lin-20210408-28-2.raw
Mui-Lin-20210408-29-2.raw
Mui-Lin-20210408-30-2.raw
Mui-Lin-20210408-31-2.raw
Mui-Lin-20210408-32-2.raw
Mui-Lin-20210408-33-2.raw
Mui-Lin-20210408-34-2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST000106
No raw data detected. Ignoring ST000106
Processing  ST002408
Initiating REDU-table generation for AN003925
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2021 Graves UNC raw files
SP_1_1.raw
2021 Graves UNC raw files
SP_1_2.raw
2021 Graves UNC raw files
SP_1_3.raw
2021 Graves UNC raw files
SP_1_4.raw
2021 Graves UNC raw files
S_1.raw
2021 Graves UNC raw files
S_10.raw
2021 Graves UNC raw files
S_11.raw
2021 Graves UNC raw files
S_12.raw
2021 Graves UNC raw files
S_13.raw
2021 Graves UNC raw files
S_14.raw
2021 Graves UNC raw files
S_15.raw
2021 Graves UNC raw files
S_16.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1870/3150 [2:22:28<31:30,  1.48s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1871/3150 [2:22:30<35:08,  1.65s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1873/3150 [2:22:35<41:42,  1.96s/it]
2021 Graves UNC raw files
S_17.raw
2021 Graves UNC raw files
S_18.raw
2021 Graves UNC raw files
S_2.raw
2021 Graves UNC raw files
S_3.raw
2021 Graves UNC raw files
S_4.raw
2021 Graves UNC raw files
S_5.raw
2021 Graves UNC raw files
S_6.raw
2021 Graves UNC raw files
S_7.raw
2021 Graves UNC raw files
S_8.raw
2021 Graves UNC raw files
S_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST002740
Initiating REDU-table generation for AN004443
Rest length is 42
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Schug_m22-L258_Sample_1-100_1.raw
Schug_m22-L258_Sample_1-100_2.raw
Schug_m22-L258_Sample_1-100_3.raw
Schug_m22-L258_Sample_1-500_1.raw
Schug_m22-L258_Sample_1-500_2.raw
Schug_m22-L258_Sample_1-500_3.raw
Schug_m22-L258_Sample_2-100_1.raw
Schug_m22-L258_Sample_2-100_2.raw
Schug_m22-L258_Sample_2-100_3.raw
Schug_m22-L258_Sample_2-500_1.raw
Schug_m22-L258_Sample_2-500_2.raw
Schug_m22-L258_Sample_2-500_3.raw
Schug_m22-L258_Sample_KO1-100_1.raw
Schug_m22-L258_Sample_KO1-100_2.raw
Schug_m22-L258_Sample_KO1-100_3.raw
Schug_m22-L258_Sample_KO1-500_1.raw
Schug_m22-L258_Sample_KO1-500_2.raw
Schug_m22-L258_Sample_KO1-500_3.raw
Schug_m22-L258_Sample_KO2-100_1.raw
Schug_m22-L258_Sample_KO2-100_2.raw
Schug_m22-L258_Sample_KO2-100_3.raw
Schug_m22-L258_Sample_KO2-500_1.raw
Schug_m22-L258_Sample_KO2-500_2.raw
Schug_m22-L258_Sample_KO2-500_3.raw
Schug_m22-L258_Sample_KO2-500_IN_1.raw
Schug_m22-L258_Sample_KO2-500_IN_2.raw
Schug_m22-L258_Sample_KO2-500_IN_3.raw
Schug_m22-L258_Sample_N3-100_1.raw
Schug_m22-L258_Sample_N3-100_2.raw
Schug_m22-L258_Sample_N3-100_3.raw
Schug_m22-L258_Sample_N3-500_1.raw
Schug_m22-L258_Sample_N3-500_2.raw
Schug_m22-L258_Sample_N3-500_3.raw
Schug_m22-L258_Sample_WT2-100_1.raw
Schug_m22-L258_Sample_WT2-100_2.raw
Schug_m22-L258_Sample_WT2-100_3.raw
Schug_m22-L258_Sample_WT2-500-IN_1.raw
Schug_m22-L258_Sample_WT2-500-IN_2.raw
Schug_m22-L258_Sample_WT2-500-IN_3.raw
Schug_m22-L258_Sample_WT2-500_1.raw
Schug_m22-L258_Sample_WT2-500_2.raw
Schug_m22-L258_Sample_WT2-500_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 42 rows!
Extracted information for 42 samples.
Processing  ST001641
No raw data detected. Ignoring ST001641
Processing  ST002052
Initiating REDU-table generation for AN003339
Rest length is 34
raw file key found.
Initiating REDU-table generation for AN003340
Rest length is 34
raw file key found.
Initiating REDU-table generation for AN003341
Rest length is 34
raw file key found.
Initiating REDU-table generation for AN003342
Rest length is 34
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
GT_H_Negative
Blank01.mzML
GT_H_Negative
Blank02.mzML
GT_H_Negative
Blank04.mzML
GT_H_Negative
Blank05.mzML
GT_H_Negative
QC01.mzML
GT_H_Negative
QC02.mzML
GT_H_Negative
QC03.mzML
GT_H_Negative
QC04.mzML
GT_H_Negative
QC05.mzML
GT_H_Negative
QC06.mzML
GT_H_Negative
QC07.mzML
GT_H_Negative
Sample01_RB139_OOT.mzML
GT_H_Negative
Sample02_RB139_OOT.mzML
GT_H_Negative
Sample03_RB168.mzML
GT_H_Negative
Sample04_RB168.mzML
GT_H_Negative
Sample05_RB168.mzML
GT_H_Negative
Sample06_RB171.mzML
GT_H_Negative
Sample07_RB171.mzML
GT_H_Negative
Sample08_RB171.mzML
GT_H_Negative
Sample09_RB174.mzML
GT_H_Negative
Sample10_RB174.mzML
GT_H_Negative
Sample11_RB174.mzML
GT_H_Negative
Sample12_RB177.mzML
GT_H_Negative
Sample13_RB177.mzML
GT_H_Negative
Sample14_RB177.mzML
GT_H_Negative
Sample15_RB179.mzML
GT_H_Negative
Sample16_RB179.mzML
GT_H_Negative
Sample17_RB179.mzML
GT_H_Negative
Sample18_RB183.mzML
GT_H_Negative
Sample19_RB183.mzML
GT_H_Negative
Sample20_RB183.mzML
GT_H_Negative
Sample26_GMP075EXP.mzML
GT_H_Negative
Sample27_GMP088EXP.mzML
GT_H_Negative
Sample28_GMP087EXP.mzML
GT_H_Positive
Blank01.mzML
GT_H_Positive
Blank02.mzML
GT_H_Positive
Blank04.mzML
GT_H_Positive
Blank05.mzML
GT_H_Positive
QC01.mzML
GT_H_Positive
QC02.mzML
GT_H_Positive
QC03.mzML
GT_H_Positive
QC04.mzML
GT_H_Positive
QC05.mzML
GT_H_Positive
QC06.mzML
GT_H_Positive
QC07.mzML
GT_H_Positive
Sample01_RB139_OOT.mzML
GT_H_Positive
Sample02_RB139_OOT.mzML
GT_H_Positive
Sample03_RB168.mzML
GT_H_Positive
Sample04_RB168.mzML
GT_H_Positive
Sample05_RB168.mzML
GT_H_Positive
Sample06_RB171.mzML
GT_H_Positive
Sample07_RB171.mzML
GT_H_Positive
Sample08_RB171.mzML
GT_H_Positive
Sample09_RB174.mzML
GT_H_Positive
Sample10_RB174.mzML
GT_H_Positive
Sample11_RB174.mzML
GT_H_Positive
Sample12_RB177.mzML
GT_H_Positive
Sample13_RB177.mzML
GT_H_Positive
Sample14_RB177.mzML
GT_H_Positive
Sample15_RB179.mzML
GT_H_Positive
Sample16_RB179.mzML
GT_H_Positive
Sample17_RB179.mzML
GT_H_Positive
Sample18_RB183.mzML
GT_H_Positive
Sample19_RB183.mzML
GT_H_Positive
Sample20_RB183.mzML
GT_H_Positive
Sample26_GMP075EXP.mzML
GT_H_Positive
Sample27_GMP088EXP.mzML
GT_H_Positive
Sample28_GMP087EXP.mzML
GT_RP_Negative
Blank01.mzML
GT_RP_Negative
Blank02.mzML
GT_RP_Negative
Blank04.mzML
GT_RP_Negative
Blank05.mzML
GT_RP_Negative
QC01.mzML
GT_RP_Negative
QC02.mzML
GT_RP_Negative
QC03.mzML
GT_RP_Negative
QC04.mzML
GT_RP_Negative
QC05.mzML
GT_RP_Negative
QC06.mzML
GT_RP_Negative
QC07.mzML
GT_RP_Negative
Sample01_RB139_OOT.mzML
GT_RP_Negative
Sample02_RB139_OOT.mzML
GT_RP_Negative
Sample03_RB168.mzML
GT_RP_Negative
Sample04_RB168.mzML
GT_RP_Negative
Sample05_RB168.mzML
GT_RP_Negative
Sample06_RB171.mzML
GT_RP_Negative
Sample07_RB171.mzML
GT_RP_Negative
Sample08_RB171.mzML
GT_RP_Negative
Sample09_RB174.mzML
GT_RP_Negative
Sample10_RB174.mzML
GT_RP_Negative
Sample11_RB174.mzML
GT_RP_Negative
Sample12_RB177.mzML
GT_RP_Negative
Sample13_RB177.mzML
GT_RP_Negative
Sample14_RB177.mzML
GT_RP_Negative
Sample15_RB179.mzML
GT_RP_Negative
Sample16_RB179.mzML
GT_RP_Negative
Sample17_RB179.mzML
GT_RP_Negative
Sample18_RB183.mzML
GT_RP_Negative
Sample19_RB183.mzML
GT_RP_Negative
Sample20_RB183.mzML
GT_RP_Negative
Sample26_GMP075EXP.mzML
GT_RP_Negative
Sample27_GMP088EXP.mzML
GT_RP_Negative
Sample28_GMP087EXP.mzML
GT_RP_Positive
Blank01.mzML
GT_RP_Positive
Blank02.mzML
GT_RP_Positive
Blank04.mzML
GT_RP_Positive
Blank05.mzML
GT_RP_Positive
QC01.mzML
GT_RP_Positive
QC02.mzML
GT_RP_Positive
QC03.mzML
GT_RP_Positive
QC04.mzML
GT_RP_Positive
QC05.mzML
GT_RP_Positive
QC06.mzML
GT_RP_Positive
QC07.mzML
GT_RP_Positive
Sample01_RB139_OOT.mzML
GT_RP_Positive
Sample02_RB139_OOT.mzML
GT_RP_Positive
Sample03_RB168.mzML
GT_RP_Positive
Sample04_RB168.mzML
GT_RP_Positive
Sample05_RB168.mzML
GT_RP_Positive
Sample06_RB171.mzML
GT_RP_Positive
Sample07_RB171.mzML
GT_RP_Positive
Sample08_RB171.mzML
GT_RP_Positive
Sample09_RB174.mzML
GT_RP_Positive
Sample10_RB174.mzML
GT_RP_Positive
Sample11_RB174.mzML
GT_RP_Positive
Sample12_RB177.mzML
GT_RP_Positive
Sample13_RB177.mzML
GT_RP_Positive
Sample14_RB177.mzML
GT_RP_Positive
Sample15_RB179.mzML
GT_RP_Positive
Sample16_RB179.mzML
GT_RP_Positive
Sample17_RB179.mzML
GT_RP_Positive
Sample18_RB183.mzML
GT_RP_Positive
Sample19_RB183.mzML
GT_RP_Positive
Sample20_RB183.mzML
GT_RP_Positive
Sample26_GMP075EXP.mzML
GT_RP_Positive
Sample27_GMP088EXP.mzML
GT_RP_Positive
Sample28_GMP087EXP.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 136 rows!
Extracted information for 136 samples.
Processing  ST002940
Initiating REDU-table generation for AN004825
Rest length is 288
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
B2_CP_2_1.raw
B2_CP_2_2.raw
B2_CP_3_1.raw
B2_CP_3_2.raw
B2_CP_4_1.raw
B2_CP_4_2.raw
B2_CP_7_1.raw
B2_CP_7_2.raw
B2_CP_8_1.raw
B2_CP_8_2.raw
B2_CP_9_1.raw
B2_CP_9_2.raw
B3_CP_6_4.raw
B3_CP_7_3.raw
B3_CP_8_3.raw
B3_CP_8_4.raw
B3_CP_9_3.raw
B3_CP_9_4.raw
CP_10.raw
CP_11.raw
CP_12.raw
CP_2.raw
CP_3.raw
CP_4.raw
CP_5.raw
CP_6.raw
CP_7.raw
CP_8.raw
CP_9.raw
S_1322.raw
S_1323.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 59%|█████▉    | 1874/3150 [2:22:39<49:47,  2.34s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|█████▉    | 1877/3150 [2:22:41<34:01,  1.60s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|█████▉    | 1878/3150 [2:22:43<36:38,  1.73s/it]
 60%|█████▉    | 1881/3150 [2:22:43<21:04,  1.00it/s]
S_1324.raw
S_1325.raw
S_1326.raw
S_1327.raw
S_1328.raw
S_1330.raw
S_1331.raw
S_1332.raw
S_1333.raw
S_1334.raw
S_1335.raw
S_1336.raw
S_1338.raw
S_1339.raw
S_1340.raw
S_1341.raw
S_1342.raw
S_1343.raw
S_1345.raw
S_1346.raw
S_1347.raw
S_1348.raw
S_1349.raw
S_1350.raw
S_1351.raw
S_1353.raw
S_1354.raw
S_1355.raw
S_1356.raw
S_1357.raw
S_1358.raw
S_1359.raw
S_1360.raw
S_1361.raw
S_1363.raw
S_1364.raw
S_1365.raw
S_1366.raw
S_1367.raw
S_1368.raw
S_1369.raw
S_1370.raw
S_1371.raw
S_1373.raw
S_1374.raw
S_1375.raw
S_1376.raw
S_1377.raw
S_1378.raw
S_1379.raw
S_1380.raw
S_1381.raw
S_1383.raw
S_1384.raw
S_1385.raw
S_1386.raw
S_1387.raw
S_1388.raw
S_1389.raw
S_1390.raw
S_1391.raw
S_1393.raw
S_1394.raw
S_1395.raw
S_1396.raw
S_1397.raw
S_1398.raw
S_1399.raw
S_1400.raw
S_1401.raw
S_1403.raw
S_1404.raw
S_1405.raw
S_1406.raw
S_1407.raw
S_1408.raw
S_1409.raw
S_1410.raw
S_1411.raw
S_1413.raw
S_1414.raw
S_1415.raw
S_1416.raw
S_1417.raw
S_1418.raw
S_1419.raw
S_1420.raw
S_1422.raw
S_1423.raw
S_1424.raw
S_1425.raw
S_1426.raw
S_1427.raw
S_1428.raw
S_1429.raw
S_1431.raw
S_1432.raw
S_1433.raw
S_1434.raw
S_1435.raw
S_1436.raw
S_1437.raw
S_1462.raw
S_1463.raw
S_1464.raw
S_1465.raw
S_1466.raw
S_1468.raw
S_1469.raw
S_1470.raw
S_1471.raw
S_1472.raw
S_1474.raw
S_1475.raw
S_1476.raw
S_1477.raw
S_1478.raw
S_1479.raw
S_1480.raw
S_1481.raw
S_1482.raw
S_1483.raw
S_1484.raw
S_1485.raw
S_1486.raw
S_1487.raw
S_1488.raw
S_1489.raw
S_1490.raw
S_1491.raw
S_1492.raw
S_1493.raw
S_1494.raw
S_1495.raw
S_1496.raw
S_1497.raw
S_1498.raw
S_1499.raw
S_1500.raw
S_1501.raw
S_1502.raw
S_1503.raw
S_1504.raw
S_1505.raw
S_1506.raw
S_1507.raw
S_1508.raw
S_1509.raw
S_1510.raw
S_1511.raw
S_1512.raw
S_1513.raw
S_1514.raw
S_1515.raw
S_1516.raw
S_1517.raw
S_1519.raw
S_1520.raw
S_1521.raw
S_1522.raw
S_818.raw
S_819.raw
S_820.raw
S_821.raw
S_822.raw
S_823.raw
S_825.raw
S_826.raw
S_827.raw
S_828.raw
S_829.raw
S_830.raw
S_831.raw
S_832.raw
S_833.raw
S_834.raw
S_835.raw
S_836.raw
S_837.raw
S_838.raw
S_839.raw
S_840.raw
S_841.raw
S_842.raw
S_843.raw
S_844.raw
S_845.raw
S_846.raw
S_847.raw
S_848.raw
S_849.raw
S_850.raw
S_851.raw
S_852.raw
S_853.raw
S_854.raw
S_855.raw
S_856.raw
S_857.raw
S_858.raw
S_859.raw
S_860.raw
S_861.raw
S_862.raw
S_863.raw
S_864.raw
S_865.raw
S_866.raw
S_867.raw
S_868.raw
S_869.raw
S_870.raw
S_871.raw
S_872.raw
S_873.raw
S_874.raw
S_875.raw
S_876.raw
S_877.raw
S_879.raw
S_880.raw
S_881.raw
S_882.raw
S_883.raw
S_885.raw
S_886.raw
S_887.raw
S_888.raw
S_889.raw
S_891.raw
S_892.raw
S_893.raw
S_894.raw
S_895.raw
S_896.raw
S_897.raw
S_898.raw
S_899.raw
S_900.raw
S_901.raw
S_902.raw
S_903.raw
S_904.raw
S_906.raw
S_907.raw
S_909.raw
S_910.raw
S_912.raw
S_913.raw
S_915.raw
S_916.raw
S_917.raw
S_918.raw
S_919.raw
S_920.raw
S_921.raw
S_922.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 288 rows!
Extracted information for 288 samples.
Processing  ST000339
No raw data detected. Ignoring ST000339
Processing  ST001512
No raw data detected. Ignoring ST001512
Processing  ST001348
Initiating REDU-table generation for AN002242
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
YapYW_Nat_Comm_3
Raw data
C120181105_AR401_control_AA_GFP_1pt1_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR402_control_AA_GFP_1pt2_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR403_control_AA_GFP_1pt3_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR404_control_AA_GFP_2pt1_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR405_control_AA_GFP_2pt2_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR406_control_AA_GFP_2pt3_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR407_control_AA_THR1plus4_3pt1_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR408_control_AA_THR1plus4_3pt2_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR409_control_AA_THR1plus4_3pt3_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR410_control_AA_THR1plus4_4pt1_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR411_control_AA_THR1plus4_4pt2_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR412_control_AA_THR1plus4_4pt3_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR413_Low_T_GFP_5pt1_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR414_Low_T_GFP_5pt2_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR415_Low_T_GFP_5pt3_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR416_Low_T_GFP_6pt1_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR417_Low_T_GFP_6pt2_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR418_Low_T_GFP_6pt3_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR419_Low_T_THR1plus4_7pt1_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR420_Low_T_THR1plus4_7pt2_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR421_Low_T_THR1plus4_7pt3_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR422_Low_T_THR1plus4_8pt1_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR423_Low_T_THR1plus4_8pt2_1.raw
YapYW_Nat_Comm_3
Raw data
C120181105_AR424_Low_T_THR1plus4_8pt3_1.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST003073
Initiating REDU-table generation for AN005031
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20220920_QEF2_C18_T3T4readjusted_RF377.raw
20220920_QEF2_C18_T3T4readjusted_RF378.raw
20220920_QEF2_C18_T3T4readjusted_RF379.raw
20220920_QEF2_C18_T3T4readjusted_RF380.raw
20220920_QEF2_C18_T3T4readjusted_RF381.raw
20220920_QEF2_C18_T3T4readjusted_RF382.raw
20220920_QEF2_C18_T3T4readjusted_RF383.raw
20220920_QEF2_C18_T3T4readjusted_RF384.raw
20220920_QEF2_C18_T3T4readjusted_RF385.raw
20220920_QEF2_C18_T3T4readjusted_RF386.raw
20220920_QEF2_C18_T3T4readjusted_RF387.raw
20220920_QEF2_C18_T3T4readjusted_RF388.raw
20220920_QEF2_C18_T3T4readjusted_RF389.raw
20220920_QEF2_C18_T3T4readjusted_RF390.raw
20220920_QEF2_C18_T3T4readjusted_RF391.raw
20220920_QEF2_C18_T3T4readjusted_RF392.raw
20220920_QEF2_C18_T3T4readjusted_RF393.raw
20220920_QEF2_C18_T3T4readjusted_RF394.raw
20220920_QEF2_C18_T3T4readjusted_RF395.raw
20220920_QEF2_C18_T3T4readjusted_RF396.raw
20220920_QEF2_C18_T3T4readjusted_RF397.raw
20220920_QEF2_C18_T3T4readjusted_RF398.raw
20220920_QEF2_C18_T3T4readjusted_RF399.raw
20220920_QEF2_C18_T3T4readjusted_RF400.raw
20220920_QEF2_C18_T3T4readjusted_RF401.raw
20220920_QEF2_C18_T3T4readjusted_RF402.raw
20220920_QEF2_C18_T3T4readjusted_RF403.raw
20220920_QEF2_C18_T3T4readjusted_RF404.raw
20220920_QEF2_C18_T3T4readjusted_RF405.raw
20220920_QEF2_C18_T3T4readjusted_RF406.raw
20220920_QEF2_C18_T3T4readjusted_RF407.raw
20220920_QEF2_C18_T3T4readjusted_RF408.raw
20220920_QEF2_C18_T3T4readjusted_RF409.raw
20220920_QEF2_C18_T3T4readjusted_RF410.raw
20220920_QEF2_C18_T3T4readjusted_RF411.raw
20220920_QEF2_C18_T3T4readjusted_RF412.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST002261
No raw data detected. Ignoring ST002261
Processing  ST001159
No raw data detected. Ignoring ST001159
Processing  ST001431
Initiating REDU-table generation for AN002393
Did not receive valid mwTab json for AN002393!
Processing  ST001779
Initiating REDU-table generation for AN002888
Rest length is 36
raw file key found.
Initiating REDU-table generation for AN002889
Rest length is 36
Adding raw data not present in REST for sample 2h TGF-?_1 named 2hTGF1_1.mzxml
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|█████▉    | 1882/3150 [2:22:46<27:07,  1.28s/it]
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AvsT_Neg_processed data
12hATP1_2.mzXML
AvsT_Neg_processed data
12hATP2_1.mzXML
AvsT_Neg_processed data
12hATP2_2.mzXML
AvsT_Neg_processed data
12hATP3_1.mzXML
AvsT_Neg_processed data
12hATP3_2.mzXML
AvsT_Neg_processed data
12hTGF1_1.mzXML
AvsT_Neg_processed data
12hTGF1_2.mzXML
AvsT_Neg_processed data
12hTGF2_1.mzXML
AvsT_Neg_processed data
12hTGF2_2.mzXML
AvsT_Neg_processed data
12hTGF3_1.mzXML
AvsT_Neg_processed data
12hTGF3_2.mzXML
AvsT_Neg_processed data
2hATP1_2.mzXML
AvsT_Neg_processed data
2hATP2_1.mzXML
AvsT_Neg_processed data
2hATP2_2.mzXML
AvsT_Neg_processed data
2hATP3_1.mzXML
AvsT_Neg_processed data
2hATP3_2.mzXML
AvsT_Neg_processed data
2hTGF1_1.mzXML
AvsT_Neg_processed data
2hTGF1_2.mzXML
AvsT_Neg_processed data
2hTGF2_1.mzXML
AvsT_Neg_processed data
2hTGF2_2.mzXML
AvsT_Neg_processed data
2hTGF3_1.mzXML
AvsT_Neg_processed data
2hTGF3_2.mzXML
AvsT_Neg_processed data
6hATP1_1.mzXML
AvsT_Neg_processed data
6hATP1_2.mzXML
AvsT_Neg_processed data
6hATP2_1.mzXML
AvsT_Neg_processed data
6hATP2_2.mzXML
AvsT_Neg_processed data
6hTGF1_1.mzXML
AvsT_Neg_processed data
6hTGF1_2.mzXML
AvsT_Neg_processed data
6hTGF2_1.mzXML
AvsT_Neg_processed data
6hTGF2_2.mzXML
AvsT_Neg_processed data
ControlA_1.mzXML
AvsT_Neg_processed data
ControlA_2.mzXML
AvsT_Neg_processed data
ControlB_1.mzXML
AvsT_Pos
12hATP1_2.mzXML
AvsT_Pos
12hATP2_1.mzXML
AvsT_Pos
12hATP2_2.mzXML
AvsT_Pos
12hATP3_1.mzXML
AvsT_Pos
12hATP3_2.mzXML
AvsT_Pos
12hTGF1_1.mzXML
AvsT_Pos
12hTGF1_2.mzXML
AvsT_Pos
12hTGF2_1.mzXML
AvsT_Pos
12hTGF2_2.mzXML
AvsT_Pos
12hTGF3_1.mzXML
AvsT_Pos
12hTGF3_2.mzXML
AvsT_Pos
2hATP1_2.mzXML
AvsT_Pos
2hATP2_1.mzXML
AvsT_Pos
2hATP2_2.mzXML
AvsT_Pos
2hATP3_1.mzXML
AvsT_Pos
2hATP3_2.mzXML
AvsT_Pos
2hTGF1_1.mzXML
AvsT_Pos
2hTGF1_2.mzXML
AvsT_Pos
2hTGF2_1.mzXML
AvsT_Pos
2hTGF2_2.mzXML
AvsT_Pos
2hTGF3_1.mzXML
AvsT_Pos
2hTGF3_2.mzXML
AvsT_Pos
6hATP1_1.mzXML
AvsT_Pos
6hATP1_2.mzXML
AvsT_Pos
6hATP2_1.mzXML
AvsT_Pos
6hATP2_2.mzXML
AvsT_Pos
6hTGF1_1.mzXML
AvsT_Pos
6hTGF1_2.mzXML
AvsT_Pos
6hTGF2_1.mzXML
AvsT_Pos
6hTGF2_2.mzXML
AvsT_Pos
ControlA_1.mzXML
AvsT_Pos
ControlA_2.mzXML
AvsT_Pos
ControlB_1.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST002014
Initiating REDU-table generation for AN003282
Rest length is 197
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
NetCDF_Sabrine
100_Intra_SalmoF2_t2_RA2_01_3057.cdf
NetCDF_Sabrine
101_Intra_SalmoF1_t6_RA3_01_3060.cdf
NetCDF_Sabrine
102_Intra_RifaF1_t-1_RA4_01_3061.cdf
NetCDF_Sabrine
103_Intra_ReutF2_t6_RA5_01_3062.cdf
NetCDF_Sabrine
104_Intra_StabF1_J16_RA6_01_3063.cdf
NetCDF_Sabrine
105_Intra_RifaF1_t0_RA7_01_3064.cdf
NetCDF_Sabrine
106_Intra_J25F2_t0_RA8_01_3065.cdf
NetCDF_Sabrine
107_Intra_J25F1_t24_RB1_01_3066.cdf
NetCDF_Sabrine
108_Intra_ReutF1_t8_RB2_01_3067.cdf
NetCDF_Sabrine
109_Intra_ReutF1_t0_RB3_01_3068.cdf
NetCDF_Sabrine
110_Intra_ReutF2_t10_RB4_01_3069.cdf
NetCDF_Sabrine
111_Intra_ReutF1_t10_RB5_01_3070.cdf
NetCDF_Sabrine
112_Intra_ReutF2_t6_RB6_01_3071.cdf
NetCDF_Sabrine
113_Intra_J25F2_t12_RB7_01_3072.cdf
NetCDF_Sabrine
114_Intra_J25F1_t4_RB8_01_3073.cdf
NetCDF_Sabrine
115_Intra_RifaF1_t10_RC1_01_3074.cdf
NetCDF_Sabrine
116_Intra_RifaF2_t2_RC2_01_3075.cdf
NetCDF_Sabrine
117_Intra_StabF2_J27_RC3_01_3078.cdf
NetCDF_Sabrine
118_Intra_ReutF1_t0_RC4_01_3079.cdf
NetCDF_Sabrine
119_Intra_ReutF2_t2_RC5_01_3080.cdf
NetCDF_Sabrine
120_Intra_RifaF1_t2_RC6_01_3081.cdf
NetCDF_Sabrine
121_Intra_SalmoF2_t8_RC7_01_3082.cdf
NetCDF_Sabrine
122_Intra_SalmoF2_t6_RC8_01_3083.cdf
NetCDF_Sabrine
122_Intra_StabF2_J23_RD1_01_3084.cdf
NetCDF_Sabrine
123_Intra_ReutF2_t10_RD2_01_3085.cdf
NetCDF_Sabrine
124_Intra_J25F2_t12_RD3_01_3086.cdf
NetCDF_Sabrine
125_Intra_RifaF1_t12_RD4_01_3087.cdf
NetCDF_Sabrine
127_Intra_SalmoF1_t-1_RD6_01_3089.cdf
NetCDF_Sabrine
128_Intra_SalmoF2_t10_RD7_01_3090.cdf
NetCDF_Sabrine
129_Intra_SalmoF1_t0_RD8_01_3091.cdf
NetCDF_Sabrine
130_Intra_StabF2_J27_RE1_01_3092.cdf
NetCDF_Sabrine
131_Intra_StabF1_J20_RE2_01_3093.cdf
NetCDF_Sabrine
132_Intra_RifaF2_t6_RE3_01_3096.cdf
NetCDF_Sabrine
133_Intra_J25F1_t0_RE4_01_3097.cdf
NetCDF_Sabrine
135_Intra_RifaF2_t8_RE6_01_3099.cdf
NetCDF_Sabrine
136_Intra_SalmoF2_t6_RE7_01_3100.cdf
NetCDF_Sabrine
137_Intra_ReutF1_t2_RE8_01_3101.cdf
NetCDF_Sabrine
138_Intra_SalmoF1_t-1_BA1_01_3102.cdf
NetCDF_Sabrine
139_Intra_RifaF2_t-1_BA2_01_3103.cdf
NetCDF_Sabrine
140_Intra_ReutF2_t4_BA3_01_3104.cdf
NetCDF_Sabrine
141_Intra_SalmoF2_t12_BA4_01_3105.cdf
NetCDF_Sabrine
142_Intra_StabF2_J28_BA5_01_3106.cdf
NetCDF_Sabrine
143_Intra_J25F2_t6_BA6_01_3107.cdf
NetCDF_Sabrine
144_Intra_RifaF1_t0_BA7_01_3108.cdf
NetCDF_Sabrine
145_Intra_RifaF1_t2_BA8_01_3109.cdf
NetCDF_Sabrine
146_Intra_RifaF2_t12_BB1_01_3110.cdf
NetCDF_Sabrine
147_Intra_ReutF1_t-1_BB2_01_3111.cdf
NetCDF_Sabrine
148_Intra_RifaF1_t4_BB3_01_3114.cdf
NetCDF_Sabrine
149_Intra_SalmoF1_t10_BB4_01_3115.cdf
NetCDF_Sabrine
150_Intra_ReutF2_t-1_BB5_01_3116.cdf
NetCDF_Sabrine
151_Intra_StabF1_J28_BB6_01_3117.cdf
NetCDF_Sabrine
152_Intra_RifaF2_t6_BB7_01_3118.cdf
NetCDF_Sabrine
153_Intra_ReutF2_t0_BB8_01_3119.cdf
NetCDF_Sabrine
154_Intra_SalmoF2_t10_BC1_01_3120.cdf
NetCDF_Sabrine
155_Intra_ReutF1_t2_BC2_01_3121.cdf
NetCDF_Sabrine
156_Intra_J25F2_t24_BC3_01_3122.cdf
NetCDF_Sabrine
157_Intra_J25F1_t0_BC4_01_3123.cdf
NetCDF_Sabrine
158_Intra_J25F1_t10_BC5_01_3124.cdf
NetCDF_Sabrine
159_Intra_J25F1_t2_BC6_01_3125.cdf
NetCDF_Sabrine
160_Intra_StabF1_J27_BC7_01_3126.cdf
NetCDF_Sabrine
161_Intra_J25F1_t6_BC8_01_3127.cdf
NetCDF_Sabrine
162_Intra_RifaF1_t6_BD1_01_3128.cdf
NetCDF_Sabrine
163_Intra_ReutF1_t-1_BD2_01_3129.cdf
NetCDF_Sabrine
164_Intra_ReutF2_t4_BD3_01_3132.cdf
NetCDF_Sabrine
165_Intra_J25F1_t2_BD4_01_3133.cdf
NetCDF_Sabrine
166_Intra_J25F2_t8_BD5_01_3134.cdf
NetCDF_Sabrine
167_Intra_RifaF2_t12_BD6_01_3135.cdf
NetCDF_Sabrine
168_Intra_StabF1_J22_BD7_01_3136.cdf
NetCDF_Sabrine
169_Intra_J25F1_t24_BD8_01_3137.cdf
NetCDF_Sabrine
170_Intra_RifaF1_t8_BE1_01_3138.cdf
NetCDF_Sabrine
171_Intra_StabF2_J23_BE2_01_3139.cdf
NetCDF_Sabrine
172_Intra_RifaF2_t4_BE3_01_3140.cdf
NetCDF_Sabrine
173_Intra_J25F2_t24_BE4_01_3141.cdf
NetCDF_Sabrine
174_Intra_StabF1_J22_BE5_01_3142.cdf
NetCDF_Sabrine
175_Intra_ReutF1_t12_BE6_01_3143.cdf
NetCDF_Sabrine
176_Intra_ReutF1_t4_BE7_01_3144.cdf
NetCDF_Sabrine
177_Intra_StabF1_J17_BE8_01_3145.cdf
NetCDF_Sabrine
178_Intra_StabF2_J16_GA1_01_3146.cdf
NetCDF_Sabrine
179_Intra_SalmoF2_t0_GA2_01_3147.cdf
NetCDF_Sabrine
180_Intra_SalmoF1_t8_GA3_01_3150.cdf
NetCDF_Sabrine
181_Intra_RifaF2_t24_GA4_01_3151.cdf
NetCDF_Sabrine
182_Intra_J25F2_t0_GA5_01_3152.cdf
NetCDF_Sabrine
183_Intra_StabF2_J17_GA6_01_3153.cdf
NetCDF_Sabrine
184_Intra_StabF1_J16_GA7_01_3154.cdf
NetCDF_Sabrine
185_Intra_SalmoF2_t4_GA8_01_3155.cdf
NetCDF_Sabrine
186_Intra_SalmoF1_t8_GB1_01_3156.cdf
NetCDF_Sabrine
187_Intra_J25F1_t8_GB2_01_3157.cdf
NetCDF_Sabrine
188_Intra_ReutF1_t24_GB3_01_3158.cdf
NetCDF_Sabrine
189_Intra_ReutF2_t8_GB4_01_3159.cdf
NetCDF_Sabrine
190_Intra_RifaF1_t24_GB5_01_3160.cdf
NetCDF_Sabrine
191_Intra_J25F1_t-1_GB6_01_3161.cdf
NetCDF_Sabrine
192_Intra_SalmoF2_t24_GB7_01_3162.cdf
NetCDF_Sabrine
193_Intra_ReutF2_t0_GB8_01_3163.cdf
NetCDF_Sabrine
194_Intra_ReutF1_t6_GC1_01_3164.cdf
NetCDF_Sabrine
195_Intra_RifaF1_t4_GC2_01_3165.cdf
NetCDF_Sabrine
196_Intra_J25F2_t6_GC3_01_3166.cdf
NetCDF_Sabrine
197_Intra_ReutF2_t24_GC4_01_3167.cdf
NetCDF_Sabrine
198_Intra_StabF2_J22_GC5_01_3168.cdf
NetCDF_Sabrine
199_Intra_J25F2_t4_GC6_01_3169.cdf
NetCDF_Sabrine
19_Intra_QC_BA2_01_2960.cdf
NetCDF_Sabrine
19_Intra_QC_BA2_01_2962.cdf
NetCDF_Sabrine
19_Intra_QC_BA2_01_2972.cdf
NetCDF_Sabrine
19_Intra_QC_BA2_01_2982.cdf
NetCDF_Sabrine
19_Intra_QC_BA2_01_2992.cdf
NetCDF_Sabrine
19_Intra_QC_BA2_01_3002.cdf
NetCDF_Sabrine
19_Intra_QC_BA2_01_3012.cdf
NetCDF_Sabrine
19_Intra_QC_BA2_01_3022.cdf
NetCDF_Sabrine
19_Intra_QC_BA2_01_3040.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|█████▉    | 1883/3150 [2:24:03<5:42:25, 16.22s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|█████▉    | 1886/3150 [2:24:05<3:12:09,  9.12s/it]
NetCDF_Sabrine
19_Intra_QC_GE1_01_3058.cdf
NetCDF_Sabrine
19_Intra_QC_GE1_01_3076.cdf
NetCDF_Sabrine
19_Intra_QC_GE1_01_3094.cdf
NetCDF_Sabrine
19_Intra_QC_GE1_01_3112.cdf
NetCDF_Sabrine
19_Intra_QC_GE1_01_3130.cdf
NetCDF_Sabrine
19_Intra_QC_GE1_01_3148.cdf
NetCDF_Sabrine
200_Intra_StabFM_J9_GC7_01_3170.cdf
NetCDF_Sabrine
201_Intra_RifaF2_t0_GC8_01_3171.cdf
NetCDF_Sabrine
21_Intra_StabF2_J20_BA3_01_2964.cdf
NetCDF_Sabrine
22_Intra_RifaF2_t4_BA4_01_2965.cdf
NetCDF_Sabrine
23_Intra_ReutF1_t4_BA5_01_2966.cdf
NetCDF_Sabrine
24_Intra_SalmoF2_t4_BA6_01_2967.cdf
NetCDF_Sabrine
25_Intra_J25F1_t4_BA7_01_2968.cdf
NetCDF_Sabrine
27_Intra_StabFM_J12_BB1_01_2970.cdf
NetCDF_Sabrine
28_Intra_J25F1_t12_BB2_01_2971.cdf
NetCDF_Sabrine
29_Intra_StabFM_J16_BB3_01_2974.cdf
NetCDF_Sabrine
30_Intra_SalmoF2_t0_BB4_01_2975.cdf
NetCDF_Sabrine
31_Intra_ReutF1_t12_BB5_01_2976.cdf
NetCDF_Sabrine
32_Intra_SalmoF2_t8_BB6_01_2977.cdf
NetCDF_Sabrine
33_Intra_RifaF1_t8_BB7_01_2978.cdf
NetCDF_Sabrine
34_Intra_J25F2_t8_BB8_01_2979.cdf
NetCDF_Sabrine
36_Intra_SalmoF1_t12_BC2_01_2981.cdf
NetCDF_Sabrine
37_Intra_RifaF2_t-1_BC3_01_2984.cdf
NetCDF_Sabrine
38_Intra_StabF2_J28_BC4_01_2985.cdf
NetCDF_Sabrine
39_Intra_J25F1_t8_BC5_01_2986.cdf
NetCDF_Sabrine
40_Intra_RifaF1_t-1_BC6_01_2987.cdf
NetCDF_Sabrine
41_Intra_SalmoF1_t4_BC7_01_2988.cdf
NetCDF_Sabrine
42_Intra_RifaF2_t8_BC8_01_2989.cdf
NetCDF_Sabrine
43_Intra_RifaF1_t24_BD1_01_2990.cdf
NetCDF_Sabrine
44_Intra_ReutF2_t-1_BD2_01_2991.cdf
NetCDF_Sabrine
45_Intra_StabFM_J10_BD3_01_2994.cdf
NetCDF_Sabrine
46_Intra_SalmoF2_t-1_BD4_01_2995.cdf
NetCDF_Sabrine
47_Intra_StabFM_J9_BD5_01_2996.cdf
NetCDF_Sabrine
48_Intra_RifaF1_t12_BD6_01_2997.cdf
NetCDF_Sabrine
49_Intra_J25F2_t10_BD7_01_2998.cdf
NetCDF_Sabrine
50_Intra_StabF1_J23_BD8_01_2999.cdf
NetCDF_Sabrine
51_Intra_StabF2_J19_BE1_01_3000.cdf
NetCDF_Sabrine
52_Intra_SalmoF1_t12_BE2_01_3001.cdf
NetCDF_Sabrine
53_Intra_SalmoF2_t-1_BE3_01_3004.cdf
NetCDF_Sabrine
54_Intra_StabFM_J16_BE4_01_3005.cdf
NetCDF_Sabrine
55_Intra_J25F2_t10_BE5_01_3006.cdf
NetCDF_Sabrine
56_Intra_J25F1_t-1_BE6_01_3007.cdf
NetCDF_Sabrine
57_Intra_SalmoF2_t2_BE7_01_3008.cdf
NetCDF_Sabrine
58_Intra_StabF1_J23_BE8_01_3009.cdf
NetCDF_Sabrine
59_Intra_ReutF2_t2_GA1_01_3010.cdf
NetCDF_Sabrine
60_Intra_StabFM_J12_GA2_01_3011.cdf
NetCDF_Sabrine
61_Intra_J25F2_t-1_GA3_01_3014.cdf
NetCDF_Sabrine
62_Intra_SalmoF2_t12_GA4_01_3015.cdf
NetCDF_Sabrine
63_Intra_StabFM_J10_GA5_01_3016.cdf
NetCDF_Sabrine
64_Intra_SalmoF1_t6_GA6_01_3017.cdf
NetCDF_Sabrine
65_Intra_StabF1_J27_GA7_01_3018.cdf
NetCDF_Sabrine
66_Intra_RifaF2_t10_GA8_01_3019.cdf
NetCDF_Sabrine
67_Intra_J25F2_t2_GB1_01_3020.cdf
NetCDF_Sabrine
68_Intra_ReutF1_t6_GB2_01_3021.cdf
NetCDF_Sabrine
69_Intra_J25F2_t2_GB3_01_3024.cdf
NetCDF_Sabrine
70_Intra_SalmoF1_t10_GB4_01_3025.cdf
NetCDF_Sabrine
71_Intra_ReutF2_t12_GB5_01_3026.cdf
NetCDF_Sabrine
72_Intra_StabF2_J16_GB6_01_3027.cdf
NetCDF_Sabrine
73_Intra_ReutF1_t10_GB7_01_3028.cdf
NetCDF_Sabrine
74_Intra_J25F1_t10_GB8_01_3029.cdf
NetCDF_Sabrine
75_Intra_SalmoF1_t2_GC1_01_3030.cdf
NetCDF_Sabrine
76_Intra_J25F2_t-1_GC2_01_3031.cdf
NetCDF_Sabrine
77_Intra_RifaF2_t0_GC3_01_3032.cdf
NetCDF_Sabrine
78_Intra_ReutF1_t8_GC4_01_3033.cdf
NetCDF_Sabrine
79_Intra_RifaF2_t10_GC5_01_3034.cdf
NetCDF_Sabrine
80_Intra_SalmoF1_t2_GC6_01_3035.cdf
NetCDF_Sabrine
81_Intra_J25F1_t12_GC7_01_3036.cdf
NetCDF_Sabrine
82_Intra_StabF2_J17_GC8_01_3037.cdf
NetCDF_Sabrine
83_Intra_SalmoF1_t0_GD1_01_3038.cdf
NetCDF_Sabrine
84_Intra_J25F1_t6_GD2_01_3039.cdf
NetCDF_Sabrine
85_Intra_ReutF1_t24_GD3_01_3042.cdf
NetCDF_Sabrine
86_Intra_SalmoF2_t4_GD4_01_3043.cdf
NetCDF_Sabrine
87_Intra_StabF2_J20_GD5_01_3044.cdf
NetCDF_Sabrine
88_Intra_SalmoF1_t24_GD6_01_3045.cdf
NetCDF_Sabrine
89_Intra_RifaF1_t10_GD7_01_3046.cdf
NetCDF_Sabrine
90_Intra_StabF1_J28_GD8_01_3047.cdf
NetCDF_Sabrine
91_Intra_SalmoF1_t24_GE1_01_3048.cdf
NetCDF_Sabrine
92_Intra_ReutF2_t24_GE2_01_3049.cdf
NetCDF_Sabrine
93_Intra_RifaF1_t6_GE3_01_3050.cdf
NetCDF_Sabrine
94_Intra_J25F2_t4_GE4_01_3051.cdf
NetCDF_Sabrine
95_Intra_StabF1_J17_GE5_01_3052.cdf
NetCDF_Sabrine
96_Intra_RifaF2_t24_GE6_01_3053.cdf
NetCDF_Sabrine
97_Intra_SalmoF1_t4_GE7_01_3054.cdf
NetCDF_Sabrine
98_Intra_ReutF2_t8_GE8_01_3055.cdf
NetCDF_Sabrine
99_Intra_StabF2_J19_RA1_01_3056.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 193 rows!
Extracted information for 193 samples.
Processing  ST002070
No raw data detected. Ignoring ST002070
Processing  ST001305
No raw data detected. Ignoring ST001305
Processing  ST002579
Initiating REDU-table generation for AN004250
Rest length is 50
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
15dec20_26.RAW
15dec20_27.RAW
15dec20_28.RAW
15dec20_29.RAW
15dec20_30.RAW
15dec20_31.RAW
15dec20_32.RAW
15dec20_33.RAW
15dec20_34.RAW
15dec20_35.RAW
15dec20_36.RAW
15dec20_37.RAW
15dec20_38.RAW
15dec20_40.RAW
15dec20_41.RAW
15dec20_42.RAW
15dec20_43.RAW
15dec20_44.RAW
15dec20_45.RAW
15dec20_46.RAW
15dec20_47.RAW
15dec20_48.RAW
15dec20_49.RAW
15dec20_50.RAW
15dec20_51.RAW
17dec20_25.RAW
17dec20_26.RAW
17dec20_27.RAW
17dec20_28.RAW
17dec20_29.RAW
17dec20_30.RAW
17dec20_31.RAW
17dec20_32.RAW
17dec20_33.RAW
17dec20_34.RAW
17dec20_35.RAW
17dec20_36.RAW
17dec20_37.RAW
17dec20_39.RAW
17dec20_40.RAW
17dec20_41.RAW
17dec20_42.RAW
17dec20_43.RAW
17dec20_44.RAW
17dec20_45.RAW
17dec20_46.RAW
17dec20_47.RAW
17dec20_48.RAW
17dec20_49.RAW
17dec20_50.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST002243
Initiating REDU-table generation for AN003661
Rest length is 224
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003662
Rest length is 224
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Carrier_Negative_P-16.raw
Carrier_Negative_P-17.raw
Carrier_Negative_P-18.raw
Carrier_Negative_P-19.raw
Carrier_Negative_P-20.raw
Carrier_Negative_P-21.raw
Carrier_Negative_P-22.raw
Carrier_Negative_P-23.raw
Carrier_Negative_P-24.raw
Carrier_Negative_P-25.raw
Carrier_Negative_P-26.raw
Carrier_Positive_P-16.raw
Carrier_Positive_P-17.raw
Carrier_Positive_P-18.raw
Carrier_Positive_P-19.raw
Carrier_Positive_P-20.raw
Carrier_Positive_P-21.raw
Carrier_Positive_P-22.raw
Carrier_Positive_P-23.raw
Carrier_Positive_P-24.raw
Carrier_Positive_P-25.raw
Carrier_Positive_P-26.raw
Control_Negative_OP_14.raw
Control_Negative_OP_15.raw
Control_Negative_OP_16.raw
Control_Negative_OP_17.raw
Control_Negative_OP_18.raw
Control_Negative_OP_19.raw
Control_Negative_OP_35.raw
Control_Negative_OP_40.raw
Control_Negative_OP_41.raw
Control_Negative_OP_42.raw
Control_Negative_OP_8.raw
Control_Negative_OP_9.raw
Control_Negative_P-01.raw
Control_Negative_P-02.raw
Control_Negative_P-03.raw
Control_Negative_P-04.raw
Control_Negative_P-05.raw
Control_Negative_P-06.raw
Control_Negative_P-07.raw
Control_Negative_P-08.raw
Control_Negative_P-09.raw
Control_Negative_P-10.raw
Control_Negative_P-11.raw
Control_Negative_P-12.raw
Control_Negative_P-13.raw
Control_Negative_P-14.raw
Control_Positive_OP_14.raw
Control_Positive_OP_15.raw
Control_Positive_OP_16.raw
Control_Positive_OP_17.raw
Control_Positive_OP_18.raw
Control_Positive_OP_19.raw
Control_Positive_OP_35.raw
Control_Positive_OP_40.raw
Control_Positive_OP_41.raw
Control_Positive_OP_42.raw
Control_Positive_OP_8.raw
Control_Positive_OP_9.raw
Control_Positive_P-01.raw
Control_Positive_P-02.raw
Control_Positive_P-03.raw
Control_Positive_P-04.raw
Control_Positive_P-05.raw
Control_Positive_P-06.raw
Control_Positive_P-07.raw
Control_Positive_P-08.raw
Control_Positive_P-09.raw
Control_Positive_P-10.raw
Control_Positive_P-11.raw
Control_Positive_P-12.raw
Control_Positive_P-13.raw
Control_Positive_P-14.raw
Negative_OP_1.raw
Negative_OP_10.raw
Negative_OP_12.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|█████▉    | 1887/3150 [2:24:09<2:54:35,  8.29s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|██████    | 1890/3150 [2:24:12<1:44:56,  5.00s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|██████    | 1891/3150 [2:24:43<3:18:25,  9.46s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|██████    | 1892/3150 [2:24:45<2:47:37,  7.99s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|██████    | 1893/3150 [2:24:45<2:14:31,  6.42s/it]
Negative_OP_13.raw
Negative_OP_2.raw
Negative_OP_20.raw
Negative_OP_22.raw
Negative_OP_23.raw
Negative_OP_24.raw
Negative_OP_25.raw
Negative_OP_26.raw
Negative_OP_27.raw
Negative_OP_28.raw
Negative_OP_29.raw
Negative_OP_3.raw
Negative_OP_30.raw
Negative_OP_31.raw
Negative_OP_32.raw
Negative_OP_33.raw
Negative_OP_34.raw
Negative_OP_37.raw
Negative_OP_39.raw
Negative_OP_4.raw
Negative_OP_5.raw
Negative_OP_6.raw
Negative_OP_7.raw
Negative_Patient_Negative_P-27.raw
Negative_Patient_Negative_P-28.raw
Negative_Patient_Negative_P-29.raw
Negative_Patient_Negative_P-30.raw
Negative_Patient_Negative_P-31.raw
Negative_Patient_Negative_P-32.raw
Negative_Patient_Negative_P-33.raw
Negative_Patient_Negative_P-34.raw
Negative_Patient_Negative_P-35.raw
Negative_Patient_Negative_P-36.raw
Negative_Patient_Negative_P-37.raw
Negative_Patient_Negative_P-38.raw
Negative_Patient_Negative_P-39.raw
Negative_Patient_Negative_P-40.raw
Negative_Patient_Negative_P-41.raw
Negative_Patient_Negative_P-42.raw
Negative_Patient_Negative_P-43.raw
Negative_Patient_Negative_P-44.raw
Negative_Patient_Negative_P-45.raw
Negative_Patient_Negative_P-46.raw
Negative_Patient_Negative_P-47.raw
Negative_Patient_Negative_P-48.raw
Negative_Patient_Negative_P-49.raw
Negative_Patient_Negative_P-50.raw
Negative_Patient_Negative_P-51.raw
Negative_Patient_Negative_P-52.raw
Negative_Patient_Negative_P-53.raw
Negative_Patient_Negative_P-54.raw
Negative_Patient_Negative_P-55.raw
Negative_Patient_Negative_P-56.raw
Negative_Patient_Negative_P-57.raw
Negative_Patient_Negative_P-58.raw
Negative_Patient_Negative_P-59.raw
Negative_QC_1.raw
Negative_QC_10.raw
Negative_QC_11.raw
Negative_QC_12.raw
Negative_QC_13.raw
Negative_QC_14.raw
Negative_QC_15.raw
Negative_QC_16.raw
Negative_QC_2.raw
Negative_QC_3.raw
Negative_QC_4.raw
Negative_QC_5.raw
Negative_QC_6.raw
Negative_QC_7.raw
Negative_QC_8.raw
Negative_QC_9.raw
Positive_OP_1.raw
Positive_OP_10.raw
Positive_OP_12.raw
Positive_OP_13.raw
Positive_OP_2.raw
Positive_OP_20.raw
Positive_OP_22.raw
Positive_OP_23.raw
Positive_OP_24.raw
Positive_OP_25.raw
Positive_OP_26.raw
Positive_OP_27.raw
Positive_OP_28.raw
Positive_OP_29.raw
Positive_OP_3.raw
Positive_OP_30.raw
Positive_OP_31.raw
Positive_OP_32.raw
Positive_OP_33.raw
Positive_OP_34.raw
Positive_OP_37.raw
Positive_OP_39.raw
Positive_OP_4.raw
Positive_OP_5.raw
Positive_OP_6.raw
Positive_OP_7.raw
Positive_Patient_Positive_P-27.raw
Positive_Patient_Positive_P-28.raw
Positive_Patient_Positive_P-29.raw
Positive_Patient_Positive_P-30.raw
Positive_Patient_Positive_P-31.raw
Positive_Patient_Positive_P-32.raw
Positive_Patient_Positive_P-33.raw
Positive_Patient_Positive_P-34.raw
Positive_Patient_Positive_P-35.raw
Positive_Patient_Positive_P-36.raw
Positive_Patient_Positive_P-37.raw
Positive_Patient_Positive_P-38.raw
Positive_Patient_Positive_P-39.raw
Positive_Patient_Positive_P-40.raw
Positive_Patient_Positive_P-41.raw
Positive_Patient_Positive_P-42.raw
Positive_Patient_Positive_P-43.raw
Positive_Patient_Positive_P-44.raw
Positive_Patient_Positive_P-45.raw
Positive_Patient_Positive_P-46.raw
Positive_Patient_Positive_P-47.raw
Positive_Patient_Positive_P-48.raw
Positive_Patient_Positive_P-49.raw
Positive_Patient_Positive_P-50.raw
Positive_Patient_Positive_P-51.raw
Positive_Patient_Positive_P-52.raw
Positive_Patient_Positive_P-53.raw
Positive_Patient_Positive_P-54.raw
Positive_Patient_Positive_P-55.raw
Positive_Patient_Positive_P-56.raw
Positive_Patient_Positive_P-57.raw
Positive_Patient_Positive_P-58.raw
Positive_Patient_Positive_P-59.raw
Positive_QC_1.raw
Positive_QC_10.raw
Positive_QC_11.raw
Positive_QC_12.raw
Positive_QC_13.raw
Positive_QC_14.raw
Positive_QC_15.raw
Positive_QC_16.raw
Positive_QC_2.raw
Positive_QC_3.raw
Positive_QC_4.raw
Positive_QC_5.raw
Positive_QC_6.raw
Positive_QC_7.raw
Positive_QC_8.raw
Positive_QC_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 224 rows!
Extracted information for 224 samples.
Processing  ST001050
No raw data detected. Ignoring ST001050
Processing  ST001249
No raw data detected. Ignoring ST001249
Processing  ST002368
Initiating REDU-table generation for AN003863
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pilsner HHEAR Pilot-LCMS-Untargeted
NIST_1_1.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
NIST_1_2.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
NIST_2_1.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
NIST_2_2.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
SP_1_1.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
SP_1_2.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
SP_2_1.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
SP_2_2.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_1.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_10.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_2.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_3.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_4.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_5.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_6.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_7.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_8.raw
Pilsner HHEAR Pilot-LCMS-Untargeted
S_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST002430
Initiating REDU-table generation for AN003955
Rest length is 16
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003956
Rest length is 16
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
OilPalm_Drought_Control_R1_NEG.mzXML
OilPalm_Drought_Control_R1_POS.mzXML
OilPalm_Drought_Control_R2_NEG.mzXML
OilPalm_Drought_Control_R2_POS.mzXML
OilPalm_Drought_Control_R3_NEG.mzXML
OilPalm_Drought_Control_R3_POS.mzXML
OilPalm_Drought_Control_R4_NEG.mzXML
OilPalm_Drought_Control_R4_POS.mzXML
OilPalm_Drought_Stressed_R1_NEG.mzXML
OilPalm_Drought_Stressed_R1_POS.mzXML
OilPalm_Drought_Stressed_R2_NEG.mzXML
OilPalm_Drought_Stressed_R2_POS.mzXML
OilPalm_Drought_Stressed_R3_NEG.mzXML
OilPalm_Drought_Stressed_R3_POS.mzXML
OilPalm_Drought_Stressed_R4_NEG.mzXML
OilPalm_Drought_Stressed_R4_POS.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 16
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST002847
Initiating REDU-table generation for AN004665
Rest length is 9
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
S23446.mzXML
S23447.mzXML
S23448.mzXML
S23449.mzXML
S23450.mzXML
S23451.mzXML
S23452.mzXML
S23453.mzXML
S23454.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST002872
Initiating REDU-table generation for AN004708
Rest length is 26
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
Processing  ST000457
No raw data detected. Ignoring ST000457
Processing  ST001995
Initiating REDU-table generation for AN003252
Rest length is 6
raw file key found.
Initiating REDU-table generation for AN003253
Rest length is 6
raw file key found.
Initiating REDU-table generation for AN003254
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MSDaroB
Dionex Ultimate 3000 + Bruker micrOTOFQ II
093_DaroA_RC5_01_11952.d
MSDaroB
Dionex Ultimate 3000 + Bruker micrOTOFQ II
093_DaroB_RC7_01_11954.d
MSDaroB
Dionex Ultimate 3000 + Bruker micrOTOFQ II
093_DaroC_RD1_01_11957.d
MSDaroB
Dionex Ultimate 3000 + Bruker micrOTOFQ II
093_DaroD_RD3_01_11959.d
MSDaroB
Dionex Ultimate 3000 + Bruker micrOTOFQ II
093_DaroE_RD5_01_11961.d
MSDaroB
Dionex Ultimate 3000 + Bruker micrOTOFQ II
093_DaroF_RD7_01_11963.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|██████    | 1895/3150 [2:24:49<1:36:23,  4.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|██████    | 1897/3150 [2:24:52<1:13:30,  3.52s/it]
 60%|██████    | 1901/3150 [2:24:52<36:43,  1.76s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|██████    | 1902/3150 [2:24:55<39:54,  1.92s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|██████    | 1903/3150 [2:24:57<41:33,  2.00s/it]
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002496
No raw data detected. Ignoring ST002496
Processing  ST002239
Initiating REDU-table generation for AN003655
Rest length is 72
raw file key found.
Initiating REDU-table generation for AN003656
Rest length is 72
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
13CLipids_CamelinaSeeds
0_Cotyledon_1-neg.mzML
13CLipids_CamelinaSeeds
0_Cotyledon_1-pos.mzML
13CLipids_CamelinaSeeds
0_Cotyledon_2-neg.mzML
13CLipids_CamelinaSeeds
0_Cotyledon_2-pos.mzML
13CLipids_CamelinaSeeds
0_Cotyledon_3-neg.mzML
13CLipids_CamelinaSeeds
0_Cotyledon_3-pos.mzML
13CLipids_CamelinaSeeds
0_EA_1-neg.mzML
13CLipids_CamelinaSeeds
0_EA_1-pos.mzML
13CLipids_CamelinaSeeds
0_EA_2-neg.mzML
13CLipids_CamelinaSeeds
0_EA_2-pos.mzML
13CLipids_CamelinaSeeds
0_EA_3-neg.mzML
13CLipids_CamelinaSeeds
0_EA_3-pos.mzML
13CLipids_CamelinaSeeds
16_Cotyledon_1-neg.mzML
13CLipids_CamelinaSeeds
16_Cotyledon_1-pos.mzML
13CLipids_CamelinaSeeds
16_Cotyledon_2-neg.mzML
13CLipids_CamelinaSeeds
16_Cotyledon_2-pos.mzML
13CLipids_CamelinaSeeds
16_Cotyledon_3-neg.mzML
13CLipids_CamelinaSeeds
16_Cotyledon_3-pos.mzML
13CLipids_CamelinaSeeds
16_EA_1-neg.mzML
13CLipids_CamelinaSeeds
16_EA_1-pos.mzML
13CLipids_CamelinaSeeds
16_EA_2-neg.mzML
13CLipids_CamelinaSeeds
16_EA_2-pos.mzML
13CLipids_CamelinaSeeds
16_EA_3-neg.mzML
13CLipids_CamelinaSeeds
16_EA_3-pos.mzML
13CLipids_CamelinaSeeds
2_Cotyledon_1-neg.mzML
13CLipids_CamelinaSeeds
2_Cotyledon_1-pos.mzML
13CLipids_CamelinaSeeds
2_Cotyledon_2-neg.mzML
13CLipids_CamelinaSeeds
2_Cotyledon_2-pos.mzML
13CLipids_CamelinaSeeds
2_Cotyledon_3-neg.mzML
13CLipids_CamelinaSeeds
2_Cotyledon_3-pos.mzML
13CLipids_CamelinaSeeds
2_EA_1-neg.mzML
13CLipids_CamelinaSeeds
2_EA_1-pos.mzML
13CLipids_CamelinaSeeds
2_EA_2-neg.mzML
13CLipids_CamelinaSeeds
2_EA_2-pos.mzML
13CLipids_CamelinaSeeds
2_EA_3-neg.mzML
13CLipids_CamelinaSeeds
2_EA_3-pos.mzML
13CLipids_CamelinaSeeds
32_Cotyledon_1-neg.mzML
13CLipids_CamelinaSeeds
32_Cotyledon_1-pos.mzML
13CLipids_CamelinaSeeds
32_Cotyledon_2-neg.mzML
13CLipids_CamelinaSeeds
32_Cotyledon_2-pos.mzML
13CLipids_CamelinaSeeds
32_Cotyledon_3-neg.mzML
13CLipids_CamelinaSeeds
32_Cotyledon_3-pos.mzML
13CLipids_CamelinaSeeds
32_EA_1-neg.mzML
13CLipids_CamelinaSeeds
32_EA_1-pos.mzML
13CLipids_CamelinaSeeds
32_EA_2-neg.mzML
13CLipids_CamelinaSeeds
32_EA_2-pos.mzML
13CLipids_CamelinaSeeds
32_EA_3-neg.mzML
13CLipids_CamelinaSeeds
32_EA_3-pos.mzML
13CLipids_CamelinaSeeds
4_Cotyledon_1-neg.mzML
13CLipids_CamelinaSeeds
4_Cotyledon_1-pos.mzML
13CLipids_CamelinaSeeds
4_Cotyledon_2-neg.mzML
13CLipids_CamelinaSeeds
4_Cotyledon_2-pos.mzML
13CLipids_CamelinaSeeds
4_Cotyledon_3-neg.mzML
13CLipids_CamelinaSeeds
4_Cotyledon_3-pos.mzML
13CLipids_CamelinaSeeds
4_EA_1-neg.mzML
13CLipids_CamelinaSeeds
4_EA_1-pos.mzML
13CLipids_CamelinaSeeds
4_EA_2-neg.mzML
13CLipids_CamelinaSeeds
4_EA_2-pos.mzML
13CLipids_CamelinaSeeds
4_EA_3-neg.mzML
13CLipids_CamelinaSeeds
4_EA_3-pos.mzML
13CLipids_CamelinaSeeds
8_Cotyledon_1-neg.mzML
13CLipids_CamelinaSeeds
8_Cotyledon_1-pos.mzML
13CLipids_CamelinaSeeds
8_Cotyledon_2-neg.mzML
13CLipids_CamelinaSeeds
8_Cotyledon_2-pos.mzML
13CLipids_CamelinaSeeds
8_Cotyledon_3-neg.mzML
13CLipids_CamelinaSeeds
8_Cotyledon_3-pos.mzML
13CLipids_CamelinaSeeds
8_EA_1-neg.mzML
13CLipids_CamelinaSeeds
8_EA_1-pos.mzML
13CLipids_CamelinaSeeds
8_EA_2-neg.mzML
13CLipids_CamelinaSeeds
8_EA_2-pos.mzML
13CLipids_CamelinaSeeds
8_EA_3-neg.mzML
13CLipids_CamelinaSeeds
8_EA_3-pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST001645
No raw data detected. Ignoring ST001645
Processing  ST000471
No raw data detected. Ignoring ST000471
Processing  ST000119
No raw data detected. Ignoring ST000119
Processing  ST001295
No raw data detected. Ignoring ST001295
Processing  ST002310
Initiating REDU-table generation for AN003773
Rest length is 37
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003774
Rest length is 37
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Mydata
J1.raw
Mydata
J2.raw
Mydata
J3.raw
Mydata
J4.raw
Mydata
K1.raw
Mydata
K2.raw
Mydata
K3.raw
Mydata
K4.raw
Mydata
L1.raw
Mydata
L2.raw
Mydata
L3.raw
Mydata
L4.raw
Mydata
M2.raw
Mydata
M3.raw
Mydata
M4.raw
Mydata
M5.raw
Mydata
N1.raw
Mydata
N2.raw
Mydata
N3.raw
Mydata
O1.raw
Mydata
O2.raw
Mydata
O3.raw
Mydata
O4.raw
Mydata
P1.raw
Mydata
P2.raw
Mydata
P3.raw
Mydata
P4.raw
Mydata
Q1.raw
Mydata
Q2.raw
Mydata
Q3.raw
Mydata
Q4.raw
Mydata
Q5.raw
Mydata
R1.raw
Mydata
R2.raw
Mydata
R3.raw
Mydata
R4.raw
Mydata
R5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 37 rows!
Extracted information for 37 samples.
Processing  ST002800
Initiating REDU-table generation for AN004556
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx492096_raw data
013-1.A11-902_033.wiff
mx492096_raw data
014-1.B08-912_042.wiff
mx492096_raw data
015-1.C06-922_052.wiff
mx492096_raw data
016-1.B03-906_037.wiff
mx492096_raw data
017-1.D01-929_059.wiff
mx492096_raw data
018-1.C07-923_053.wiff
mx492096_raw data
019-1.C12-928_058.wiff
mx492096_raw data
020-1.C01-917_047.wiff
mx492096_raw data
021-1.B06-910_040.wiff
mx492096_raw data
022-1.B02-905_036.wiff
mx492096_raw data
023-1.C03-919_049.wiff
mx492096_raw data
024-1.D02-930_060.wiff
mx492096_raw data
025-1.C04-920_050.wiff
mx492096_raw data
026-1.C09-925_055.wiff
mx492096_raw data
027-1.C11-927_057.wiff
mx492096_raw data
032-1.C02-918_048.wiff
mx492096_raw data
033-1.C05-921_051.wiff
mx492096_raw data
034-1.B10-914_044.wiff
mx492096_raw data
035-1.A10-901_032.wiff
mx492096_raw data
036-1.C08-924_054.wiff
mx492096_raw data
037-1.B07-911_041.wiff
mx492096_raw data
038-1.B11-915_045.wiff
mx492096_raw data
039-1.B12-916_046.wiff
mx492096_raw data
040-1.B01-904_035.wiff
mx492096_raw data
041-1.A12-903_034.wiff
mx492096_raw data
042-1.B09-913_043.wiff
mx492096_raw data
043-1.C10-926_056.wiff
mx492096_raw data
044-1.A09-900_031.wiff
mx492096_raw data
045-1.B04-908_038.wiff
mx492096_raw data
046-1.B05-909_039.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002993
Initiating REDU-table generation for AN004913
Rest length is 111
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004914
Rest length is 111
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004915
Rest length is 111
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004916
Rest length is 111
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004917
Rest length is 111
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
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MyData
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C1133_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1171_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1204_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1222_CENEG.mzXML
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CEMSNEG_mzXml
C1229_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1238_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1306_CENEG.mzXML
MyData
CEMSNEG_mzXml
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MyData
CEMSNEG_mzXml
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CEMSNEG_mzXml
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CEMSNEG_mzXml
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MyData
CEMSNEG_mzXml
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MyData
CEMSNEG_mzXml
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MyData
CEMSNEG_mzXml
C1538_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1539_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1548_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1556_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1564_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1768_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1782_CENEG.mzXML
MyData
CEMSNEG_mzXml
C1937_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2002_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2158_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2188_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2218_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2226_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2249_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2259_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2275_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2284_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2289_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2296_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2310_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2312_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2318_CENEG.mzXML
MyData
CEMSNEG_mzXml
C2319_CENEG.mzXML
MyData
CEMSNEG_mzXml
C572_CENEG.mzXML
MyData
CEMSNEG_mzXml
C578_CENEG.mzXML
MyData
CEMSNEG_mzXml
C615_CENEG.mzXML
MyData
CEMSNEG_mzXml
C624_CENEG.mzXML
MyData
CEMSNEG_mzXml
C628_CENEG.mzXML
MyData
CEMSNEG_mzXml
C636_CENEG.mzXML
MyData
CEMSNEG_mzXml
C668_CENEG.mzXML
MyData
CEMSNEG_mzXml
C726_CENEG.mzXML
MyData
CEMSNEG_mzXml
C756_CENEG.mzXML
MyData
CEMSNEG_mzXml
C772_CENEG.mzXML
MyData
CEMSNEG_mzXml
C791_CENEG.mzXML
MyData
CEMSNEG_mzXml
C820_CENEG.mzXML
MyData
CEMSNEG_mzXml
C841_CENEG.mzXML
MyData
CEMSNEG_mzXml
C842_CENEG.mzXML
MyData
CEMSNEG_mzXml
C877_CENEG.mzXML
MyData
CEMSNEG_mzXml
C904_CENEG.mzXML
MyData
CEMSNEG_mzXml
C947_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1044_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1078_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1104_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1116_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1120_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1145_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1147_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1176_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1202_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1223_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1239_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1272_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1294_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1309_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1322_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1344_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1361_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1380_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1518_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1558_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1605_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1680_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1682_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1689_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1787_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1794_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1843_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1860_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1884_CENEG.mzXML
MyData
CEMSNEG_mzXml
M1986_CENEG.mzXML
MyData
CEMSNEG_mzXml
M199_CENEG.mzXML
MyData
CEMSNEG_mzXml
M2050_CENEG.mzXML
MyData
CEMSNEG_mzXml
M2058_CENEG.mzXML
MyData
CEMSNEG_mzXml
M2105_CENEG.mzXML
MyData
CEMSNEG_mzXml
M2126_CENEG.mzXML
MyData
CEMSNEG_mzXml
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MyData
CEMSNEG_mzXml
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MyData
CEMSNEG_mzXml
M2220_CENEG.mzXML
MyData
CEMSNEG_mzXml
M2253_CENEG.mzXML
MyData
CEMSNEG_mzXml
M2258_CENEG.mzXML
MyData
CEMSNEG_mzXml
M37_CENEG.mzXML
MyData
CEMSNEG_mzXml
M393_CENEG.mzXML
MyData
CEMSNEG_mzXml
M489_CENEG.mzXML
MyData
CEMSNEG_mzXml
M516_CENEG.mzXML
MyData
CEMSNEG_mzXml
M538_CENEG.mzXML
MyData
CEMSNEG_mzXml
M539_CENEG.mzXML
MyData
CEMSNEG_mzXml
M637_CENEG.mzXML
MyData
CEMSNEG_mzXml
M759_CENEG.mzXML
MyData
CEMSNEG_mzXml
M796_CENEG.mzXML
MyData
CEMSNEG_mzXml
M803_CENEG.mzXML
MyData
CEMSNEG_mzXml
M881_CENEG.mzXML
MyData
CEMSNEG_mzXml
M908_CENEG.mzXML
MyData
CEMSNEG_mzXml
M913_CENEG.mzXML
MyData
CEMSNEG_mzXml
M962_CENEG.mzXML
MyData
CEMSNEG_mzXml
M996_CENEG.mzXML
MyData
CEMSPOS_Mzxml
C1030_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1131_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1133_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1171_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1204_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1222_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1229_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1238_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
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MyData
CEMSPOS_Mzxml
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MyData
CEMSPOS_Mzxml
C1331_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1336_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1366_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1453_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1520_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1538_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1539_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1548_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1556_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1564_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1768_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1782_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C1937_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C2002_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C2158_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
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MyData
CEMSPOS_Mzxml
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MyData
CEMSPOS_Mzxml
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MyData
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MyData
CEMSPOS_Mzxml
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MyData
CEMSPOS_Mzxml
C2275_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C2284_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C2289_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C2296_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
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MyData
CEMSPOS_Mzxml
C2312_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C2318_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C2319_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C572_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C578_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C615_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C624_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
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MyData
CEMSPOS_Mzxml
C636_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C668_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C726_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C756_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C772_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C791_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C820_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C841_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C842_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C877_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C904_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
C947_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1044_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1078_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1104_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1116_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1120_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1145_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1147_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1176_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1202_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1223_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1239_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1272_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1294_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1309_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1322_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1344_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1361_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1380_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1518_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1558_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1605_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1680_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1682_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1689_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1787_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1794_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1843_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1860_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1884_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M1986_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M199_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M2050_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M2058_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M2105_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M2126_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M2178_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M2195_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M2220_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M2253_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M2258_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M37_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M393_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M489_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M516_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M538_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M539_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M637_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M759_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M796_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M803_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M881_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M908_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M913_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M962_CEPOS.mzXML
MyData
CEMSPOS_Mzxml
M996_CEPOS.mzXML
MyData
GCMS_MzxMl
C1030_GC.mzXML
MyData
GCMS_MzxMl
C1131_GC.mzXML
MyData
GCMS_MzxMl
C1133_GC.mzXML
MyData
GCMS_MzxMl
C1171_GC.mzXML
MyData
GCMS_MzxMl
C1204_GC.mzXML
MyData
GCMS_MzxMl
C1222_GC.mzXML
MyData
GCMS_MzxMl
C1229_GC.mzXML
MyData
GCMS_MzxMl
C1238_GC.mzXML
MyData
GCMS_MzxMl
C1306_GC.mzXML
MyData
GCMS_MzxMl
C1317_GC.mzXML
MyData
GCMS_MzxMl
C1331_GC.mzXML
MyData
GCMS_MzxMl
C1336_GC.mzXML
MyData
GCMS_MzxMl
C1366_GC.mzXML
MyData
GCMS_MzxMl
C1453_GC.mzXML
MyData
GCMS_MzxMl
C1538_GC.mzXML
MyData
GCMS_MzxMl
C1539_GC.mzXML
MyData
GCMS_MzxMl
C1548_GC.mzXML
MyData
GCMS_MzxMl
C1556_GC.mzXML
MyData
GCMS_MzxMl
C1564_GC.mzXML
MyData
GCMS_MzxMl
C1768_GC.mzXML
MyData
GCMS_MzxMl
C1782_GC.mzXML
MyData
GCMS_MzxMl
C1937_GC.mzXML
MyData
GCMS_MzxMl
C2002_GC.mzXML
MyData
GCMS_MzxMl
C2158_GC.mzXML
MyData
GCMS_MzxMl
C2188_GC.mzXML
MyData
GCMS_MzxMl
C2218_GC.mzXML
MyData
GCMS_MzxMl
C2226_GC.mzXML
MyData
GCMS_MzxMl
C2249_GC.mzXML
MyData
GCMS_MzxMl
C2259_GC.mzXML
MyData
GCMS_MzxMl
C2275_GC.mzXML
MyData
GCMS_MzxMl
C2284_GC.mzXML
MyData
GCMS_MzxMl
C2289_GC.mzXML
MyData
GCMS_MzxMl
C2296_GC.mzXML
MyData
GCMS_MzxMl
C2310_GC.mzXML
MyData
GCMS_MzxMl
C2312_GC.mzXML
MyData
GCMS_MzxMl
C2318_GC.mzXML
MyData
GCMS_MzxMl
C2319_GC.mzXML
MyData
GCMS_MzxMl
C572_GC.mzXML
MyData
GCMS_MzxMl
C578_GC.mzXML
MyData
GCMS_MzxMl
C615_GC.mzXML
MyData
GCMS_MzxMl
C624_GC.mzXML
MyData
GCMS_MzxMl
C628_GC.mzXML
MyData
GCMS_MzxMl
C636_GC.mzXML
MyData
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C1768_LCPOS.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 60%|██████    | 1904/3150 [2:25:05<1:07:32,  3.25s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1906/3150 [2:25:08<51:09,  2.47s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1910/3150 [2:25:10<32:02,  1.55s/it]
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MyData
LCMSPOS_mzXMl
M996_LCPOS.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 549 rows!
Extracted information for 549 samples.
Processing  ST002867
No raw data detected. Ignoring ST002867
Processing  ST002877
Initiating REDU-table generation for AN004714
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ala-raw data
Ala-40-1-1.raw
ala-raw data
Ala-40-1-2.raw
ala-raw data
Ala-40-2-1.raw
ala-raw data
Ala-40-2-2.raw
ala-raw data
Ala-40-3-1.raw
ala-raw data
Ala-40-3-2.raw
ala-raw data
control-1-1.raw
ala-raw data
control-1-2.raw
ala-raw data
control-2-1.raw
ala-raw data
control-2-2.raw
ala-raw data
control-3-1.raw
ala-raw data
control-3-2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000907
No raw data detected. Ignoring ST000907
Processing  ST003251
No raw data detected. Ignoring ST003251
Processing  ST001084
No raw data detected. Ignoring ST001084
Processing  ST002931
Initiating REDU-table generation for AN004809
Rest length is 90
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GC_MS
bd_gc_r1.CDF
GC_MS
bd_gc_r2.CDF
GC_MS
bd_gc_r3.CDF
GC_MS
bd_gc_r4.CDF
GC_MS
bd_gc_r5.CDF
GC_MS
bd_gc_r6.CDF
GC_MS
bd_gc_r7.CDF
GC_MS
bd_gc_r8.CDF
GC_MS
bd_gc_r9.CDF
GC_MS
bd_gc_s1.CDF
GC_MS
bd_gc_s2.CDF
GC_MS
bd_gc_s3.CDF
GC_MS
bd_gc_s4.CDF
GC_MS
bd_gc_s5.CDF
GC_MS
bd_gc_s6.CDF
GC_MS
bd_gc_s7.CDF
GC_MS
bd_gc_s8.CDF
GC_MS
bd_gc_s9.CDF
GC_MS
bs_gc_r1.CDF
GC_MS
bs_gc_r2.CDF
GC_MS
bs_gc_r3.CDF
GC_MS
bs_gc_r4.CDF
GC_MS
bs_gc_s1.CDF
GC_MS
fec_gc_r1.CDF
GC_MS
fec_gc_r10.CDF
GC_MS
fec_gc_r11.CDF
GC_MS
fec_gc_r12.CDF
GC_MS
fec_gc_r2.CDF
GC_MS
fec_gc_r3.CDF
GC_MS
fec_gc_r4.CDF
GC_MS
fec_gc_r5.CDF
GC_MS
fec_gc_r6.CDF
GC_MS
fec_gc_r7.CDF
GC_MS
fec_gc_r8.CDF
GC_MS
fec_gc_r9.CDF
GC_MS
fec_gc_s1.CDF
GC_MS
fec_gc_s10.CDF
GC_MS
fec_gc_s11.CDF
GC_MS
fec_gc_s12.CDF
GC_MS
fec_gc_s2.CDF
GC_MS
fec_gc_s3.CDF
GC_MS
fec_gc_s4.CDF
GC_MS
fec_gc_s5.CDF
GC_MS
fec_gc_s6.CDF
GC_MS
fec_gc_s7.CDF
GC_MS
fec_gc_s8.CDF
GC_MS
fec_gc_s9.CDF
GC_MS
hp_gc_r1.CDF
GC_MS
hp_gc_r10.CDF
GC_MS
hp_gc_r11.CDF
GC_MS
hp_gc_r12.CDF
GC_MS
hp_gc_r2.CDF
GC_MS
hp_gc_r3.CDF
GC_MS
hp_gc_r4.CDF
GC_MS
hp_gc_r5.CDF
GC_MS
hp_gc_r6.CDF
GC_MS
hp_gc_r7.CDF
GC_MS
hp_gc_r8.CDF
GC_MS
hp_gc_r9.CDF
GC_MS
hp_gc_s1.CDF
GC_MS
hp_gc_s10.CDF
GC_MS
hp_gc_s11.CDF
GC_MS
hp_gc_s12.CDF
GC_MS
hp_gc_s2.CDF
GC_MS
hp_gc_s3.CDF
GC_MS
hp_gc_s4.CDF
GC_MS
hp_gc_s5.CDF
GC_MS
hp_gc_s6.CDF
GC_MS
hp_gc_s7.CDF
GC_MS
hp_gc_s8.CDF
GC_MS
hp_gc_s9.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 71 rows!
Extracted information for 71 samples.
Processing  ST001415
Initiating REDU-table generation for AN002365
Rest length is 16
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 236.91it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002366
Rest length is 16
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 241.70it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002367
Rest length is 16
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 238.89it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002368
Rest length is 16
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 240.02it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1911/3150 [2:25:15<40:51,  1.98s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1913/3150 [2:25:17<35:24,  1.72s/it]
 61%|██████    | 1915/3150 [2:25:17<24:54,  1.21s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data deposition
nHILIC_F_20m_3a.raw
Data deposition
nHILIC_F_20m_3b.raw
Data deposition
nHILIC_F_20m_4a.raw
Data deposition
nHILIC_F_20m_4b.raw
Data deposition
nHILIC_F_4m_1a.raw
Data deposition
nHILIC_F_4m_1b.raw
Data deposition
nHILIC_F_4m_2a.raw
Data deposition
nHILIC_F_4m_2b.raw
Data deposition
nHILIC_M_20m_3a.raw
Data deposition
nHILIC_M_20m_3b.raw
Data deposition
nHILIC_M_20m_4a.raw
Data deposition
nHILIC_M_20m_4b.raw
Data deposition
nHILIC_M_4m_1a.raw
Data deposition
nHILIC_M_4m_1b.raw
Data deposition
nHILIC_M_4m_2a.raw
Data deposition
nHILIC_M_4m_2b.raw
Data deposition
nRPLC_F_20m_3a.raw
Data deposition
nRPLC_F_20m_3b.raw
Data deposition
nRPLC_F_20m_4a.raw
Data deposition
nRPLC_F_20m_4b.raw
Data deposition
nRPLC_F_4m_1a.raw
Data deposition
nRPLC_F_4m_1b.raw
Data deposition
nRPLC_F_4m_2a.raw
Data deposition
nRPLC_F_4m_2b.raw
Data deposition
nRPLC_M_20m_3a.raw
Data deposition
nRPLC_M_20m_3b.raw
Data deposition
nRPLC_M_20m_4a.raw
Data deposition
nRPLC_M_20m_4b.raw
Data deposition
nRPLC_M_4m_1a.raw
Data deposition
nRPLC_M_4m_1b.raw
Data deposition
nRPLC_M_4m_2a.raw
Data deposition
nRPLC_M_4m_2b.raw
Data deposition
pHILIC_F_20m_3a.raw
Data deposition
pHILIC_F_20m_3b.raw
Data deposition
pHILIC_F_20m_4a.raw
Data deposition
pHILIC_F_20m_4b.raw
Data deposition
pHILIC_F_4m_1a.raw
Data deposition
pHILIC_F_4m_1b.raw
Data deposition
pHILIC_F_4m_2a.raw
Data deposition
pHILIC_F_4m_2b.raw
Data deposition
pHILIC_M_20m_3a.raw
Data deposition
pHILIC_M_20m_3b.raw
Data deposition
pHILIC_M_20m_4a.raw
Data deposition
pHILIC_M_20m_4b.raw
Data deposition
pHILIC_M_4m_1a.raw
Data deposition
pHILIC_M_4m_1b.raw
Data deposition
pHILIC_M_4m_2a.raw
Data deposition
pHILIC_M_4m_2b.raw
Data deposition
pRPLC_F_20m_3a.raw
Data deposition
pRPLC_F_20m_3b.raw
Data deposition
pRPLC_F_20m_4a.raw
Data deposition
pRPLC_F_20m_4b.raw
Data deposition
pRPLC_F_4m_1a.raw
Data deposition
pRPLC_F_4m_1b.raw
Data deposition
pRPLC_F_4m_2a.raw
Data deposition
pRPLC_F_4m_2b.raw
Data deposition
pRPLC_M_20m_3a.raw
Data deposition
pRPLC_M_20m_3b.raw
Data deposition
pRPLC_M_20m_4a.raw
Data deposition
pRPLC_M_20m_4b.raw
Data deposition
pRPLC_M_4m_1a.raw
Data deposition
pRPLC_M_4m_1b.raw
Data deposition
pRPLC_M_4m_2a.raw
Data deposition
pRPLC_M_4m_2b.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST001716
No raw data detected. Ignoring ST001716
Processing  ST002481
Initiating REDU-table generation for AN004051
Rest length is 54
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Urolithin A_MS_mzML
1_UroC identification
1_UroA_0_1.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_0_2.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_0_3.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_10_1.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_10_2.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_10_3.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_20_1.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_20_2.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_20_3.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_40_1.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_40_2.mzML
Urolithin A_MS_mzML
1_UroC identification
1_UroA_40_3.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_0_1.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_0_2.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_0_3.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_120_1.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_120_2.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_120_3.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_UroA_120_1.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_UroA_120_2.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_UroA_120_3.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_UroA_without NADPH_120_1.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_UroA_without NADPH_120_2.mzML
Urolithin A_MS_mzML
3_ICZ_UroA_microsome incubation
3_ICZ_UroA_without NADPH_120_3.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_0_1.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_0_2.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_0_3.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_90_1.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_90_2.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_90_3.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_ICZ_90_1.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_ICZ_90_2.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_ICZ_90_3.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_ICZ_without NADPH_90_1.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_ICZ_without NADPH_90_2.mzML
Urolithin A_MS_mzML
4_UroA_ICZ_microsome incubation
4_UroA_ICZ_without NADPH_90_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST003271
No raw data detected. Ignoring ST003271
Processing  ST000912
No raw data detected. Ignoring ST000912
Processing  ST000318
No raw data detected. Ignoring ST000318
Processing  ST002918
Initiating REDU-table generation for AN004788
Rest length is 92
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mouse-rawdata
20120522-zhxl-A1-1.raw
mouse-rawdata
20120522-zhxl-A1-2.raw
mouse-rawdata
20120522-zhxl-A1-L-1.raw
mouse-rawdata
20120522-zhxl-A1-L-2.raw
mouse-rawdata
20120522-zhxl-A10-1.raw
mouse-rawdata
20120522-zhxl-A10-2.raw
mouse-rawdata
20120522-zhxl-A2-1.raw
mouse-rawdata
20120522-zhxl-A2-2.raw
mouse-rawdata
20120522-zhxl-A2-L-1.raw
mouse-rawdata
20120522-zhxl-A2-L-2.raw
mouse-rawdata
20120522-zhxl-A3-1.raw
mouse-rawdata
20120522-zhxl-A3-2.raw
mouse-rawdata
20120522-zhxl-A3-L-1.raw
mouse-rawdata
20120522-zhxl-A3-L-2.raw
mouse-rawdata
20120522-zhxl-A4-1.raw
mouse-rawdata
20120522-zhxl-A4-2.raw
mouse-rawdata
20120522-zhxl-A4-L-1.raw
mouse-rawdata
20120522-zhxl-A4-L-2.raw
mouse-rawdata
20120522-zhxl-A5-1.raw
mouse-rawdata
20120522-zhxl-A5-2.raw
mouse-rawdata
20120522-zhxl-A5-L-1.raw
mouse-rawdata
20120522-zhxl-A5-L-2.raw
mouse-rawdata
20120522-zhxl-A6-1.raw
mouse-rawdata
20120522-zhxl-A6-2.raw
mouse-rawdata
20120522-zhxl-A6-L-1.raw
mouse-rawdata
20120522-zhxl-A6-L-2.raw
mouse-rawdata
20120522-zhxl-A7-1.raw
mouse-rawdata
20120522-zhxl-A7-2.raw
mouse-rawdata
20120522-zhxl-A8-1.raw
mouse-rawdata
20120522-zhxl-A8-2.raw
mouse-rawdata
20120522-zhxl-A9-1.raw
mouse-rawdata
20120522-zhxl-A9-2.raw
mouse-rawdata
20120522-zhxl-B1-1.raw
mouse-rawdata
20120522-zhxl-B1-2.raw
mouse-rawdata
20120522-zhxl-B1-L-1.raw
mouse-rawdata
20120522-zhxl-B1-L-2.raw
mouse-rawdata
20120522-zhxl-B10-1.raw
mouse-rawdata
20120522-zhxl-B10-2.raw
mouse-rawdata
20120522-zhxl-B2-1.raw
mouse-rawdata
20120522-zhxl-B2-2.raw
mouse-rawdata
20120522-zhxl-B2-L-1.raw
mouse-rawdata
20120522-zhxl-B2-L-2.raw
mouse-rawdata
20120522-zhxl-B3-1.raw
mouse-rawdata
20120522-zhxl-B3-2.raw
mouse-rawdata
20120522-zhxl-B3-L-1.raw
mouse-rawdata
20120522-zhxl-B3-L-2.raw
mouse-rawdata
20120522-zhxl-B4-1.raw
mouse-rawdata
20120522-zhxl-B4-2.raw
mouse-rawdata
20120522-zhxl-B5-1.raw
mouse-rawdata
20120522-zhxl-B5-2.raw
mouse-rawdata
20120522-zhxl-B6-1.raw
mouse-rawdata
20120522-zhxl-B6-2.raw
mouse-rawdata
20120522-zhxl-B7-1.raw
mouse-rawdata
20120522-zhxl-B7-2.raw
mouse-rawdata
20120522-zhxl-B8-1.raw
mouse-rawdata
20120522-zhxl-B8-2.raw
mouse-rawdata
20120522-zhxl-B9-1.raw
mouse-rawdata/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1917/3150 [2:25:20<25:04,  1.22s/it]
20120522-zhxl-B9-2.raw
mouse-rawdata
20120522-zhxl-C1-1.raw
mouse-rawdata
20120522-zhxl-C1-2.raw
mouse-rawdata
20120522-zhxl-C1-L-1.raw
mouse-rawdata
20120522-zhxl-C1-L-2.raw
mouse-rawdata
20120522-zhxl-C10-1.raw
mouse-rawdata
20120522-zhxl-C10-2.raw
mouse-rawdata
20120522-zhxl-C2-1.raw
mouse-rawdata
20120522-zhxl-C2-2.raw
mouse-rawdata
20120522-zhxl-C2-L-1.raw
mouse-rawdata
20120522-zhxl-C2-L-2.raw
mouse-rawdata
20120522-zhxl-C3-1.raw
mouse-rawdata
20120522-zhxl-C3-2.raw
mouse-rawdata
20120522-zhxl-C3-L-1.raw
mouse-rawdata
20120522-zhxl-C3-L-2.raw
mouse-rawdata
20120522-zhxl-C4-1.raw
mouse-rawdata
20120522-zhxl-C4-2.raw
mouse-rawdata
20120522-zhxl-C4-L-1.raw
mouse-rawdata
20120522-zhxl-C4-L-2.raw
mouse-rawdata
20120522-zhxl-C5-1.raw
mouse-rawdata
20120522-zhxl-C5-2.raw
mouse-rawdata
20120522-zhxl-C6-1.raw
mouse-rawdata
20120522-zhxl-C6-2.raw
mouse-rawdata
20120522-zhxl-C7-1.raw
mouse-rawdata
20120522-zhxl-C7-2.raw
mouse-rawdata
20120522-zhxl-C8-1.raw
mouse-rawdata
20120522-zhxl-C8-2.raw
mouse-rawdata
20120522-zhxl-C9-1.raw
mouse-rawdata
20120522-zhxl-C9-2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 86 rows!
Extracted information for 86 samples.
Processing  ST000282
No raw data detected. Ignoring ST000282
Processing  ST002795
Initiating REDU-table generation for AN004547
Rest length is 71
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/71 [00:00<?, ?it/s]

Mapping potential matches:   4%|▍         | 3/71 [00:00<00:02, 29.22it/s]

Mapping potential matches:   8%|▊         | 6/71 [00:00<00:02, 29.35it/s]

Mapping potential matches:  13%|█▎        | 9/71 [00:00<00:02, 29.42it/s]

Mapping potential matches:  17%|█▋        | 12/71 [00:00<00:02, 29.35it/s]

Mapping potential matches:  21%|██        | 15/71 [00:00<00:01, 29.27it/s]

Mapping potential matches:  25%|██▌       | 18/71 [00:00<00:01, 29.28it/s]

Mapping potential matches:  30%|██▉       | 21/71 [00:00<00:01, 29.23it/s]

Mapping potential matches:  34%|███▍      | 24/71 [00:00<00:01, 29.23it/s]

Mapping potential matches:  38%|███▊      | 27/71 [00:00<00:01, 29.24it/s]

Mapping potential matches:  42%|████▏     | 30/71 [00:01<00:01, 29.15it/s]

Mapping potential matches:  46%|████▋     | 33/71 [00:01<00:01, 29.18it/s]

Mapping potential matches:  51%|█████     | 36/71 [00:01<00:01, 29.24it/s]

Mapping potential matches:  55%|█████▍    | 39/71 [00:01<00:01, 29.19it/s]

Mapping potential matches:  59%|█████▉    | 42/71 [00:01<00:00, 29.17it/s]

Mapping potential matches:  63%|██████▎   | 45/71 [00:01<00:00, 29.20it/s]

Mapping potential matches:  68%|██████▊   | 48/71 [00:01<00:00, 29.28it/s]

Mapping potential matches:  72%|███████▏  | 51/71 [00:01<00:00, 29.44it/s]

Mapping potential matches:  76%|███████▌  | 54/71 [00:01<00:00, 29.59it/s]

Mapping potential matches:  80%|████████  | 57/71 [00:01<00:00, 29.63it/s]

Mapping potential matches:  85%|████████▍ | 60/71 [00:02<00:00, 29.73it/s]

Mapping potential matches:  89%|████████▊ | 63/71 [00:02<00:00, 29.56it/s]

Mapping potential matches:  93%|█████████▎| 66/71 [00:02<00:00, 28.64it/s]

Mapping potential matches:  97%|█████████▋| 69/71 [00:02<00:00, 28.16it/s]
Mapping potential matches: 100%|██████████| 71/71 [00:02<00:00, 29.11it/s]

 61%|██████    | 1919/3150 [2:25:23<27:10,  1.32s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1921/3150 [2:25:25<25:55,  1.27s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002949
No raw data detected. Ignoring ST002949
Processing  ST003025
Initiating REDU-table generation for AN004960
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2. Raw_Early_Tissue_targeted-GC-MS
1.CDF
2. Raw_Early_Tissue_targeted-GC-MS
10.CDF
2. Raw_Early_Tissue_targeted-GC-MS
11.CDF
2. Raw_Early_Tissue_targeted-GC-MS
12.CDF
2. Raw_Early_Tissue_targeted-GC-MS
13.CDF
2. Raw_Early_Tissue_targeted-GC-MS
14.CDF
2. Raw_Early_Tissue_targeted-GC-MS
15.CDF
2. Raw_Early_Tissue_targeted-GC-MS
16.CDF
2. Raw_Early_Tissue_targeted-GC-MS
17.CDF
2. Raw_Early_Tissue_targeted-GC-MS
18.CDF
2. Raw_Early_Tissue_targeted-GC-MS
19.CDF
2. Raw_Early_Tissue_targeted-GC-MS
2.CDF
2. Raw_Early_Tissue_targeted-GC-MS
20.CDF
2. Raw_Early_Tissue_targeted-GC-MS
21.CDF
2. Raw_Early_Tissue_targeted-GC-MS
22.CDF
2. Raw_Early_Tissue_targeted-GC-MS
23.CDF
2. Raw_Early_Tissue_targeted-GC-MS
24.CDF
2. Raw_Early_Tissue_targeted-GC-MS
25.CDF
2. Raw_Early_Tissue_targeted-GC-MS
26.CDF
2. Raw_Early_Tissue_targeted-GC-MS
27.CDF
2. Raw_Early_Tissue_targeted-GC-MS
28.CDF
2. Raw_Early_Tissue_targeted-GC-MS
29.CDF
2. Raw_Early_Tissue_targeted-GC-MS
3.CDF
2. Raw_Early_Tissue_targeted-GC-MS
30.CDF
2. Raw_Early_Tissue_targeted-GC-MS
31.CDF
2. Raw_Early_Tissue_targeted-GC-MS
32.CDF
2. Raw_Early_Tissue_targeted-GC-MS
4.CDF
2. Raw_Early_Tissue_targeted-GC-MS
5.CDF
2. Raw_Early_Tissue_targeted-GC-MS
6.CDF
2. Raw_Early_Tissue_targeted-GC-MS
7.CDF
2. Raw_Early_Tissue_targeted-GC-MS
8.CDF
2. Raw_Early_Tissue_targeted-GC-MS
9.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST003031
Initiating REDU-table generation for AN004968
Rest length is 88
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 1.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 10.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 11.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 12.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 13.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 14.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 15.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 16.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 17 RERUN.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 18 RERUN.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 19.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 20.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 21.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 22.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 23 RERUN.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 24.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 25.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 26.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 27.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 28.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 29.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 3.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 30.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 31.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 32.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 34 RERUN.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 36.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 37.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 38.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 39.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 4.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 40.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 41.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 42.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 43.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 44.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 45.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 46.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 47.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 48.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 49.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 5.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 50.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 52.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 53.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 54.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 55.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 56.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 57.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 58.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 59.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 6.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 60.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 61.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 62.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1922/3150 [2:25:27<30:35,  1.49s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1923/3150 [2:25:30<34:14,  1.67s/it]
 61%|██████    | 1925/3150 [2:25:30<23:39,  1.16s/it]
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 63.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 64.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 65.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 66.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 67.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 68.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 69 RERUN.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 7.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 70.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 71.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 72.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 73.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 74.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 75.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 76.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 77.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 78.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 79.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 8.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 80.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 81.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 82 RERUN.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 83.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 84.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 85.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 86.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 87.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 88.mzML
mzML_for_Workbench
20220705 FSU PlasmaSET1-20220705 FSU Plasma Primary Metabolomics 9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 84 rows!
Extracted information for 84 samples.
Processing  ST003361
Initiating REDU-table generation for AN005503
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
A10_5-2-2024_Y-B1_18345.mzML
A11_5-1-2024_Y-B2_18304.mzML
A12_5-2-2024_Y-B3_18331.mzML
A1_5-2-2024_Y-A1_18341.mzML
A2_5-1-2024_Y-A2_18308.mzML
A3_5-2-2024_Y-A3_18337.mzML
A4_5-2-2024_Y-A4_18354.mzML
A5_5-1-2024_Y-A5_18300.mzML
A6_5-1-2024_Y-A6_18317.mzML
A7_5-1-2024_Y-A7_18315.mzML
A8_5-1-2024_Y-A8_18325.mzML
A9_5-1-2024_Y-A9_18327.mzML
C10_5-1-2024_Y-C4_18313.mzML
C11_5-1-2024_Y-C5_18306.mzML
C12_5-1-2024_Y-C6_18302.mzML
C1_5-1-2024_Y-B4_18326.mzML
C2_5-2-2024_Y-B5_18336.mzML
C3_5-2-2024_Y-B6_18353.mzML
C4_5-1-2024_Y-B7_18318.mzML
C5_5-2-2024_Y-B8_18344.mzML
C6_5-2-2024_Y-B9_18342.mzML
C7_5-2-2024_Y-C1_18330.mzML
C8_5-2-2024_Y-C2_18348.mzML
C9_5-1-2024_Y-C3_18309.mzML
D10_5-2-2024_Y-D7_18349.mzML
D11_5-1-2024_Y-D8_18319.mzML
D12_5-1-2024_Y-D9_18324.mzML
D1_5-2-2024_Y-C7_18350.mzML
D2_5-2-2024_Y-C8_18332.mzML
D3_5-2-2024_Y-C9_18340.mzML
D4_5-2-2024_Y-D1_18333.mzML
D5_5-2-2024_Y-D2_18352.mzML
D6_5-2-2024_Y-D3_18329.mzML
D7_5-1-2024_Y-D4_18303.mzML
D8_5-1-2024_Y-D5_18314.mzML
D9_5-1-2024_Y-D6_18320.mzML
E10_5-1-2024_Y-F1_18328.mzML
E11_5-2-2024_Y-F2_18351.mzML
E12_5-1-2024_Y-F3_18321.mzML
E1_5-1-2024_Y-E1_18307.mzML
E2_5-1-2024_Y-E2_18301.mzML
E3_5-1-2024_Y-E3_18316.mzML
E4_5-1-2024_Y-E4_18305.mzML
E5_5-1-2024_Y-E5_18312.mzML
E6_5-2-2024_Y-E6_18339.mzML
E7_5-2-2024_Y-E7_18343.mzML
E8_5-2-2024_Y-E8_18338.mzML
E9_5-2-2024_Y-E9_18355.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST001790
No raw data detected. Ignoring ST001790
Processing  ST000415
Initiating REDU-table generation for AN000657
Rest length is 28
Adding raw data not present in REST for sample 81979-10B named 151214ajdssa07
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST002283
Initiating REDU-table generation for AN003728
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003729
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003730
Rest length is 160
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003731
Rest length is 160
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AB_Human_Bone
Human_Hilic_Neg
D1_TF_A_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D1_TF_B_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D1_TF_C_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D1_TF_D_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D1_TF_E_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D1_TS_A_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D1_TS_B_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D1_TS_C_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D1_TS_D_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D1_TS_E_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TF_A_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TF_B_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TF_C_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TF_D_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TF_E_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TS_A_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TS_B_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TS_C_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TS_D_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D2_TS_E_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TF_A_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TF_B_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TF_C_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TF_D_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TF_E_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TS_A_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TS_B_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TS_C_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TS_D_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D3_TS_E_Hilic_Neg.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1926/3150 [2:25:36<41:58,  2.06s/it]
AB_Human_Bone
Human_Hilic_Neg
D4_TF_A_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D4_TF_B_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D4_TF_C_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D4_TF_D_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D4_TF_E_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D4_TS_A_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D4_TS_B_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D4_TS_C_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D4_TS_D_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Neg
D4_TS_E_Hilic_Neg.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TF_A_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TF_B_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TF_C_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TF_D_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TF_E_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TS_A_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TS_B_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TS_C_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TS_D_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D1_TS_E_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TF_A_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TF_B_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TF_C_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TF_D_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TF_E_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TS_A_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TS_B_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TS_C_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TS_D_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D2_TS_E_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TF_A_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TF_B_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TF_C_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TF_D_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TF_E_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TS_A_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TS_B_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TS_C_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TS_D_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D3_TS_E_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TF_A_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TF_B_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TF_C_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TF_D_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TF_E_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TS_A_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TS_B_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TS_C_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TS_D_Hilic_Pos.mzML
AB_Human_Bone
Human_Hilic_Pos
D4_TS_E_Hilic_Pos.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TF_A_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TF_B_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TF_C_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TF_D_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TF_E_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TS_A_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TS_B_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TS_C_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TS_D_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D1_TS_E_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TF_A_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TF_B_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TF_C_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TF_D_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TF_E_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TS_A_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TS_B_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TS_C_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TS_D_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D2_TS_E_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TF_A_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TF_B_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TF_C_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TF_D_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TF_E_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TS_A_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TS_B_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TS_C_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TS_D_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D3_TS_E_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TF_A_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TF_B_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TF_C_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TF_D_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TF_E_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TS_A_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TS_B_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TS_C_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TS_D_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Neg
D4_TS_E_Lip_Neg.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TF_A_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TF_B_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TF_C_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TF_D_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TF_E_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TS_A_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TS_B_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TS_C_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TS_D_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D1_TS_E_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TF_A_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TF_B_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TF_C_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TF_D_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TF_E_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TS_A_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TS_B_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TS_C_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TS_D_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D2_TS_E_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TF_A_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TF_B_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TF_C_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TF_D_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TF_E_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TS_A_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TS_B_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TS_C_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TS_D_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D3_TS_E_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D4_TF_A_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D4_TF_B_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D4_TF_C_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D4_TF_D_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D4_TF_E_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D4_TS_A_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D4_TS_B_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D4_TS_C_Lip_Pos.mzML
AB_Human_Bone
Human_Lipid_Pos
D4_TS_D_Lip_Pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 159 rows!
Extracted information for 159 samples.
Processing  ST003142
No raw data detected. Ignoring ST003142
Processing  ST001975
Initiating REDU-table generation for AN003223
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200206_QEF1_HILIC_AJrepeat_AJ48.raw
20200206_QEF1_HILIC_AJrepeat_AJ49.raw
20200206_QEF1_HILIC_AJrepeat_AJ50.raw
20200206_QEF1_HILIC_AJrepeat_AJ51.raw
20200206_QEF1_HILIC_AJrepeat_AJ52.raw
20200206_QEF1_HILIC_AJrepeat_AJ53.raw
20200206_QEF1_HILIC_AJrepeat_AJ54.raw
20200206_QEF1_HILIC_AJrepeat_AJ55.raw
20200206_QEF1_HILIC_AJrepeat_AJ56.raw
20200206_QEF1_HILIC_AJrepeat_AJ57.raw
20200206_QEF1_HILIC_AJrepeat_AJ58.raw
20200206_QEF1_HILIC_AJrepeat_AJ59.raw
20200206_QEF1_HILIC_AJrepeat_AJ60.raw
20200206_QEF1_HILIC_AJrepeat_AJ61.raw
20200206_QEF1_HILIC_AJrepeat_AJ62.raw
20200206_QEF1_HILIC_AJrepeat_AJ63.raw
20200206_QEF1_HILIC_AJrepeat_AJ64.raw
20200206_QEF1_HILIC_AJrepeat_AJ65.raw
20200206_QEF1_HILIC_AJrepeat_AJ66.raw
20200206_QEF1_HILIC_AJrepeat_AJ67.raw
20200206_QEF1_HILIC_AJrepeat_AJ68.raw
20200206_QEF1_HILIC_AJrepeat_AJ69.raw
20200206_QEF1_HILIC_AJrepeat_AJ70.raw
20200206_QEF1_HILIC_AJrepeat_AJ71.raw
20200206_QEF1_HILIC_AJrepeat_AJ72.raw
20200206_QEF1_HILIC_AJrepeat_AJ73.raw
20200206_QEF1_HILIC_AJrepeat_AJ74.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1928/3150 [2:25:39<36:50,  1.81s/it]
20200206_QEF1_HILIC_AJrepeat_AJ75.raw
20200206_QEF1_HILIC_AJrepeat_AJ76.raw
20200206_QEF1_HILIC_AJrepeat_AJ77.raw
20200206_QEF1_HILIC_AJrepeat_AJ78.raw
20200206_QEF1_HILIC_AJrepeat_AJ79_pool1x_a.raw
20200206_QEF1_HILIC_AJrepeat_AJ79_pool1x_b.raw
20200206_QEF1_HILIC_AJrepeat_AJ79_pool1x_c.raw
20200206_QEF1_HILIC_AJrepeat_AJ79_pool1x_d.raw
20200206_QEF1_HILIC_AJrepeat_AJ79_pool1x_e.raw
20200206_QEF1_HILIC_AJrepeat_AJ80_pool03x.raw
20200206_QEF1_HILIC_AJrepeat_AJ81_pool01x.raw
20200206_QEF1_HILIC_AJrepeat_AJ81_pool01x_a.raw
20200206_QEF1_HILIC_AJrepeat_AJ82_pool1x_a.raw
20200206_QEF1_HILIC_AJrepeat_AJ82_pool1x_b.raw
20200206_QEF1_HILIC_AJrepeat_AJ82_pool1x_c.raw
20200206_QEF1_HILIC_AJrepeat_AJ83_pool03x.raw
20200206_QEF1_HILIC_AJrepeat_AJ84_pool01x.raw
20200206_QEF1_HILIC_AJrepeat_AJ84_pool01x_20200207143513.raw
20200206_QEF1_HILIC_AJrepeat_blank_end.raw
20200206_QEF1_HILIC_AJrepeat_blank_mid.raw
20200206_QEF1_HILIC_AJrepeat_blank_start.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002238
Initiating REDU-table generation for AN003651
Rest length is 831
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003652
Rest length is 831
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003653
Rest length is 831
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003654
Rest length is 831
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
01_onset_NB_Plasma_Quant_C18_Neg_069.mzML
01_onset_NB_Plasma_Quant_C18_Pos_070.mzML
01_onset_NB_Plasma_Quant_HILIC_Neg_69.mzML
01_onset_NB_Plasma_Quant_HILIC_Pos_067.mzML
02_onset_NB_Plasma_Quant_C18_Neg_067.mzML
02_onset_NB_Plasma_Quant_C18_Pos_068.mzML
02_onset_NB_Plasma_Quant_HILIC_Neg_67.mzML
02_onset_NB_Plasma_Quant_HILIC_Pos_065.mzML
03_onset_NB_Plasma_Quant_C18_Neg_068.mzML
03_onset_NB_Plasma_Quant_C18_Pos_069.mzML
03_onset_NB_Plasma_Quant_HILIC_Neg_68.mzML
03_onset_NB_Plasma_Quant_HILIC_Pos_066.mzML
04_onset_NB_Plasma_Quant_C18_Neg_120.mzML
04_onset_NB_Plasma_Quant_C18_Pos_121.mzML
04_onset_NB_Plasma_Quant_HILIC_Neg_120.mzML
04_onset_NB_Plasma_Quant_HILIC_Pos_118.mzML
05_onset_NB_Plasma_Quant_C18_Neg_140.mzML
05_onset_NB_Plasma_Quant_C18_Pos_141.mzML
05_onset_NB_Plasma_Quant_HILIC_Neg_140.mzML
05_onset_NB_Plasma_Quant_HILIC_Pos_138.mzML
06_onset_NB_Plasma_Quant_C18_Neg_063.mzML
06_onset_NB_Plasma_Quant_C18_Pos_064.mzML
06_onset_NB_Plasma_Quant_HILIC_Neg_63.mzML
06_onset_NB_Plasma_Quant_HILIC_Pos_061.mzML
07_onset_NB_Plasma_Quant_C18_Neg_113.mzML
07_onset_NB_Plasma_Quant_C18_Pos_114.mzML
07_onset_NB_Plasma_Quant_HILIC_Neg_113.mzML
07_onset_NB_Plasma_Quant_HILIC_Pos_111.mzML
08_onset_NB_Plasma_Quant_C18_Neg_105.mzML
08_onset_NB_Plasma_Quant_C18_Pos_106.mzML
08_onset_NB_Plasma_Quant_HILIC_Neg_105.mzML
08_onset_NB_Plasma_Quant_HILIC_Pos_103.mzML
09_onset_NB_Plasma_Quant_C18_Neg_054.mzML
09_onset_NB_Plasma_Quant_C18_Pos_055.mzML
09_onset_NB_Plasma_Quant_HILIC_Neg_54.mzML
09_onset_NB_Plasma_Quant_HILIC_Pos_052.mzML
10_onset_NB_Plasma_Quant_C18_Neg_086.mzML
10_onset_NB_Plasma_Quant_C18_Pos_087.mzML
10_onset_NB_Plasma_Quant_HILIC_Neg_86.mzML
10_onset_NB_Plasma_Quant_HILIC_Pos_084.mzML
11_onset_NB_Plasma_Quant_C18_Neg_131.mzML
11_onset_NB_Plasma_Quant_C18_Pos_132.mzML
11_onset_NB_Plasma_Quant_HILIC_Neg_131.mzML
11_onset_NB_Plasma_Quant_HILIC_Pos_129.mzML
12_onset_NB_Plasma_Quant_C18_Neg_070.mzML
12_onset_NB_Plasma_Quant_C18_Pos_071.mzML
12_onset_NB_Plasma_Quant_HILIC_Neg_70.mzML
12_onset_NB_Plasma_Quant_HILIC_Pos_068.mzML
13_onset_NB_Plasma_Quant_C18_Neg_033.mzML
13_onset_NB_Plasma_Quant_C18_Pos_034.mzML
13_onset_NB_Plasma_Quant_HILIC_Neg_33.mzML
13_onset_NB_Plasma_Quant_HILIC_Pos_031.mzML
14_onset_NB_Plasma_Quant_C18_Neg_107.mzML
14_onset_NB_Plasma_Quant_C18_Pos_108.mzML
14_onset_NB_Plasma_Quant_HILIC_Neg_107.mzML
14_onset_NB_Plasma_Quant_HILIC_Pos_105.mzML
15_onset_NB_Plasma_Quant_C18_Neg_096.mzML
15_onset_NB_Plasma_Quant_C18_Pos_097.mzML
15_onset_NB_Plasma_Quant_HILIC_Neg_96.mzML
15_onset_NB_Plasma_Quant_HILIC_Pos_094.mzML
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NB_Plasma_QC_C18_Pos_073.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████    | 1929/3150 [2:25:51<1:20:03,  3.93s/it]
NB_Plasma_QC_C18_Pos_080.mzML
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 586 rows!
Extracted information for 586 samples.
Processing  ST000338
No raw data detected. Ignoring ST000338
Processing  ST002088
No raw data detected. Ignoring ST002088
Processing  ST001044
No raw data detected. Ignoring ST001044
Processing  ST001380
Initiating REDU-table generation for AN002300
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
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Sample_3.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Hypoxia
3
Sample_4.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Hypoxia
3
Sample_5.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Hypoxia
3
Sample_6.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Blank_1.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Blank_2.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Blank_3.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Blank_4.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Blank_5.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Blank_6.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Sample_1.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Sample_2.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Sample_3.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Sample_4.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Sample_5.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
1
Sample_6.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Blank_1.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Blank_2.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Blank_3.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Blank_4.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Blank_5.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Blank_6.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Sample_1.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Sample_2.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Sample_3.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Sample_4.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Sample_5.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
2
Sample_6.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Blank_1.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Blank_2.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Blank_3.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Blank_4.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Blank_5.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Blank_6.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Sample_1.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Sample_2.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Sample_3.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Sample_4.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Sample_5.raw
Puclication2
Cells
Hypoxia_Normoxia_HCT116
Normoxia
3
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
A549
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
CCRF_CEM
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HTC116
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HeLa
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Hek293
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
HepG2
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Jurkat
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
MiaPaca2
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
Panc1
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_optimized
WM2664
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
A549
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
CCRF_CEM
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HTC116
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HeLa
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Hek293
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
HepG2
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Jurkat
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
MiaPaca2
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
Panc1
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_single
WM2664
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
A549
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
CCRF_CEM
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HTC116
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HeLa
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Hek293
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
HepG2
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Jurkat
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
MiaPaca2
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
Panc1
Sample_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Blank_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Blank_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Blank_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Blank_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Blank_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Blank_6.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Sample_1.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Sample_2.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Sample_3.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Sample_4.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Sample_5.raw
Puclication2
Cells
LCMS_vs_FIMS
FIMS_uniform
WM2664
Sample_6.raw
Puclication2
Serum
DDA
NEG
1
Blank_1.raw
Puclication2
Serum
DDA
NEG
1
Blank_2.raw
Puclication2
Serum
DDA
NEG
1
Blank_3.raw
Puclication2
Serum
DDA
NEG
1
Blank_4.raw
Puclication2
Serum
DDA
NEG
1
Blank_5.raw
Puclication2
Serum
DDA
NEG
1
Blank_6.raw
Puclication2
Serum
DDA
NEG
1
Sample_1.raw
Puclication2
Serum
DDA
NEG
1
Sample_2.raw
Puclication2
Serum
DDA
NEG
1
Sample_3.raw
Puclication2
Serum
DDA
NEG
1
Sample_4.raw
Puclication2
Serum
DDA
NEG
1
Sample_5.raw
Puclication2
Serum
DDA
NEG
1
Sample_6.raw
Puclication2
Serum
DDA
NEG
10
Blank_1.raw
Puclication2
Serum
DDA
NEG
10
Blank_2.raw
Puclication2
Serum
DDA
NEG
10
Blank_3.raw
Puclication2
Serum
DDA
NEG
10
Blank_4.raw
Puclication2
Serum
DDA
NEG
10
Blank_5.raw
Puclication2
Serum
DDA
NEG
10
Blank_6.raw
Puclication2
Serum
DDA
NEG
10
Sample_1.raw
Puclication2
Serum
DDA
NEG
10
Sample_2.raw
Puclication2
Serum
DDA
NEG
10
Sample_3.raw
Puclication2
Serum
DDA
NEG
10
Sample_4.raw
Puclication2
Serum
DDA
NEG
10
Sample_5.raw
Puclication2
Serum
DDA
NEG
10
Sample_6.raw
Puclication2
Serum
DDA
NEG
11
Blank_1.raw
Puclication2
Serum
DDA
NEG
11
Blank_2.raw
Puclication2
Serum
DDA
NEG
11
Blank_3.raw
Puclication2
Serum
DDA
NEG
11
Blank_4.raw
Puclication2
Serum
DDA
NEG
11
Blank_5.raw
Puclication2
Serum
DDA
NEG
11
Blank_6.raw
Puclication2
Serum
DDA
NEG
11
Sample_1.raw
Puclication2
Serum
DDA
NEG
11
Sample_2.raw
Puclication2
Serum
DDA
NEG
11
Sample_3.raw
Puclication2
Serum
DDA
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11
Sample_4.raw
Puclication2
Serum
DDA
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11
Sample_5.raw
Puclication2
Serum
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11
Sample_6.raw
Puclication2
Serum
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12
Blank_1.raw
Puclication2
Serum
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12
Blank_2.raw
Puclication2
Serum
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12
Blank_3.raw
Puclication2
Serum
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12
Blank_4.raw
Puclication2
Serum
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12
Blank_5.raw
Puclication2
Serum
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12
Blank_6.raw
Puclication2
Serum
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12
Sample_1.raw
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Serum
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12
Sample_2.raw
Puclication2
Serum
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12
Sample_3.raw
Puclication2
Serum
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12
Sample_4.raw
Puclication2
Serum
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12
Sample_5.raw
Puclication2
Serum
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12
Sample_6.raw
Puclication2
Serum
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13
Blank_1.raw
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Blank_3.raw
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13
Blank_5.raw
Puclication2
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13
Blank_6.raw
Puclication2
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13
Sample_1.raw
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Serum
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13
Sample_2.raw
Puclication2
Serum
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13
Sample_3.raw
Puclication2
Serum
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13
Sample_4.raw
Puclication2
Serum
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13
Sample_5.raw
Puclication2
Serum
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13
Sample_6.raw
Puclication2
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Blank_1.raw
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Blank_5.raw
Puclication2
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Blank_6.raw
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Sample_1.raw
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Sample_2.raw
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Sample_3.raw
Puclication2
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Sample_4.raw
Puclication2
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Sample_5.raw
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Blank_5.raw
Puclication2
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Sample_1.raw
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Serum
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Sample_2.raw
Puclication2
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Sample_3.raw
Puclication2
Serum
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Sample_4.raw
Puclication2
Serum
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Sample_5.raw
Puclication2
Serum
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Sample_6.raw
Puclication2
Serum
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Blank_1.raw
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Blank_5.raw
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Blank_6.raw
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Sample_1.raw
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Serum
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Sample_2.raw
Puclication2
Serum
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Sample_3.raw
Puclication2
Serum
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Sample_4.raw
Puclication2
Serum
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Sample_5.raw
Puclication2
Serum
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Sample_6.raw
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Serum
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Blank_1.raw
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Blank_5.raw
Puclication2
Serum
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Blank_6.raw
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Serum
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Sample_1.raw
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Serum
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Sample_2.raw
Puclication2
Serum
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Sample_3.raw
Puclication2
Serum
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Sample_4.raw
Puclication2
Serum
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Sample_5.raw
Puclication2
Serum
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Sample_6.raw
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Blank_1.raw
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Serum
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Blank_3.raw
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Serum
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Blank_5.raw
Puclication2
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Blank_6.raw
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Sample_1.raw
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Serum
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Sample_2.raw
Puclication2
Serum
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Sample_3.raw
Puclication2
Serum
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Sample_4.raw
Puclication2
Serum
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Sample_5.raw
Puclication2
Serum
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Sample_6.raw
Puclication2
Serum
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Blank_1.raw
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Serum
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Blank_3.raw
Puclication2
Serum
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Blank_4.raw
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Blank_5.raw
Puclication2
Serum
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Blank_6.raw
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Sample_1.raw
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Serum
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Sample_2.raw
Puclication2
Serum
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Sample_3.raw
Puclication2
Serum
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Sample_4.raw
Puclication2
Serum
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Sample_5.raw
Puclication2
Serum
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Sample_6.raw
Puclication2
Serum
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Blank_1.raw
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Blank_3.raw
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Serum
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Blank_4.raw
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Serum
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Blank_5.raw
Puclication2
Serum
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Blank_6.raw
Puclication2
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Sample_1.raw
Puclication2
Serum
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Sample_2.raw
Puclication2
Serum
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Sample_3.raw
Puclication2
Serum
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Sample_4.raw
Puclication2
Serum
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Sample_5.raw
Puclication2
Serum
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Sample_6.raw
Puclication2
Serum
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Blank_1.raw
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Puclication2
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Blank_4.raw
Puclication2
Serum
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Blank_5.raw
Puclication2
Serum
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Blank_6.raw
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Serum
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Sample_1.raw
Puclication2
Serum
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Sample_2.raw
Puclication2
Serum
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Sample_3.raw
Puclication2
Serum
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Sample_4.raw
Puclication2
Serum
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Sample_5.raw
Puclication2
Serum
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Sample_6.raw
Puclication2
Serum
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Blank_1.raw
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Blank_2.raw
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Blank_3.raw
Puclication2
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Blank_4.raw
Puclication2
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Blank_5.raw
Puclication2
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Blank_6.raw
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Sample_1.raw
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DDA
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Sample_2.raw
Puclication2
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Sample_3.raw
Puclication2
Serum
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Sample_4.raw
Puclication2
Serum
DDA
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Sample_5.raw
Puclication2
Serum
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Sample_6.raw
Puclication2
Serum
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Blank_1.raw
Puclication2
Serum
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Puclication2
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Blank_3.raw
Puclication2
Serum
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10
Blank_4.raw
Puclication2
Serum
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10
Blank_5.raw
Puclication2
Serum
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POS
10
Blank_6.raw
Puclication2
Serum
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10
Sample_1.raw
Puclication2
Serum
DDA
POS
10
Sample_2.raw
Puclication2
Serum
DDA
POS
10
Sample_3.raw
Puclication2
Serum
DDA
POS
10
Sample_4.raw
Puclication2
Serum
DDA
POS
10
Sample_5.raw
Puclication2
Serum
DDA
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10
Sample_6.raw
Puclication2
Serum
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POS
11
Blank_1.raw
Puclication2
Serum
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11
Blank_2.raw
Puclication2
Serum
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11
Blank_3.raw
Puclication2
Serum
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11
Blank_4.raw
Puclication2
Serum
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11
Blank_5.raw
Puclication2
Serum
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11
Blank_6.raw
Puclication2
Serum
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11
Sample_1.raw
Puclication2
Serum
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11
Sample_2.raw
Puclication2
Serum
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11
Sample_3.raw
Puclication2
Serum
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11
Sample_4.raw
Puclication2
Serum
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11
Sample_5.raw
Puclication2
Serum
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11
Sample_6.raw
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Serum
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12
Blank_1.raw
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Serum
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Puclication2
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Blank_3.raw
Puclication2
Serum
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12
Blank_4.raw
Puclication2
Serum
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12
Blank_5.raw
Puclication2
Serum
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POS
12
Blank_6.raw
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Serum
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12
Sample_1.raw
Puclication2
Serum
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12
Sample_2.raw
Puclication2
Serum
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12
Sample_3.raw
Puclication2
Serum
DDA
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12
Sample_4.raw
Puclication2
Serum
DDA
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12
Sample_5.raw
Puclication2
Serum
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POS
12
Sample_6.raw
Puclication2
Serum
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13
Blank_1.raw
Puclication2
Serum
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13
Blank_2.raw
Puclication2
Serum
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13
Blank_3.raw
Puclication2
Serum
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POS
13
Blank_4.raw
Puclication2
Serum
DDA
POS
13
Blank_5.raw
Puclication2
Serum
DDA
POS
13
Blank_6.raw
Puclication2
Serum
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POS
13
Sample_1.raw
Puclication2
Serum
DDA
POS
13
Sample_2.raw
Puclication2
Serum
DDA
POS
13
Sample_3.raw
Puclication2
Serum
DDA
POS
13
Sample_4.raw
Puclication2
Serum
DDA
POS
13
Sample_5.raw
Puclication2
Serum
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POS
13
Sample_6.raw
Puclication2
Serum
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2
Blank_1.raw
Puclication2
Serum
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Blank_2.raw
Puclication2
Serum
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Blank_3.raw
Puclication2
Serum
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Blank_4.raw
Puclication2
Serum
DDA
POS
2
Blank_5.raw
Puclication2
Serum
DDA
POS
2
Blank_6.raw
Puclication2
Serum
DDA
POS
2
Sample_1.raw
Puclication2
Serum
DDA
POS
2
Sample_2.raw
Puclication2
Serum
DDA
POS
2
Sample_3.raw
Puclication2
Serum
DDA
POS
2
Sample_4.raw
Puclication2
Serum
DDA
POS
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Sample_5.raw
Puclication2
Serum
DDA
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Sample_6.raw
Puclication2
Serum
DDA
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Blank_1.raw
Puclication2
Serum
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Blank_2.raw
Puclication2
Serum
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Blank_3.raw
Puclication2
Serum
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Blank_4.raw
Puclication2
Serum
DDA
POS
3
Blank_5.raw
Puclication2
Serum
DDA
POS
3
Blank_6.raw
Puclication2
Serum
DDA
POS
3
Sample_1.raw
Puclication2
Serum
DDA
POS
3
Sample_2.raw
Puclication2
Serum
DDA
POS
3
Sample_3.raw
Puclication2
Serum
DDA
POS
3
Sample_4.raw
Puclication2
Serum
DDA
POS
3
Sample_5.raw
Puclication2
Serum
DDA
POS
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Sample_6.raw
Puclication2
Serum
DDA
POS
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Blank_1.raw
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Serum
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POS
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Blank_2.raw
Puclication2
Serum
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POS
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Blank_3.raw
Puclication2
Serum
DDA
POS
4
Blank_4.raw
Puclication2
Serum
DDA
POS
4
Blank_5.raw
Puclication2
Serum
DDA
POS
4
Blank_6.raw
Puclication2
Serum
DDA
POS
4
Sample_1.raw
Puclication2
Serum
DDA
POS
4
Sample_2.raw
Puclication2
Serum
DDA
POS
4
Sample_3.raw
Puclication2
Serum
DDA
POS
4
Sample_4.raw
Puclication2
Serum
DDA
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Sample_5.raw
Puclication2
Serum
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Sample_6.raw
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Serum
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Blank_1.raw
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Puclication2
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Blank_3.raw
Puclication2
Serum
DDA
POS
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Blank_4.raw
Puclication2
Serum
DDA
POS
5
Blank_5.raw
Puclication2
Serum
DDA
POS
5
Blank_6.raw
Puclication2
Serum
DDA
POS
5
Sample_1.raw
Puclication2
Serum
DDA
POS
5
Sample_2.raw
Puclication2
Serum
DDA
POS
5
Sample_3.raw
Puclication2
Serum
DDA
POS
5
Sample_4.raw
Puclication2
Serum
DDA
POS
5
Sample_5.raw
Puclication2
Serum
DDA
POS
5
Sample_6.raw
Puclication2
Serum
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6
Blank_1.raw
Puclication2
Serum
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POS
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Blank_2.raw
Puclication2
Serum
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Blank_3.raw
Puclication2
Serum
DDA
POS
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Blank_4.raw
Puclication2
Serum
DDA
POS
6
Blank_5.raw
Puclication2
Serum
DDA
POS
6
Blank_6.raw
Puclication2
Serum
DDA
POS
6
Sample_1.raw
Puclication2
Serum
DDA
POS
6
Sample_2.raw
Puclication2
Serum
DDA
POS
6
Sample_3.raw
Puclication2
Serum
DDA
POS
6
Sample_4.raw
Puclication2
Serum
DDA
POS
6
Sample_5.raw
Puclication2
Serum
DDA
POS
6
Sample_6.raw
Puclication2
Serum
DDA
POS
7
Blank_1.raw
Puclication2
Serum
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POS
7
Blank_2.raw
Puclication2
Serum
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Blank_3.raw
Puclication2
Serum
DDA
POS
7
Blank_4.raw
Puclication2
Serum
DDA
POS
7
Blank_5.raw
Puclication2
Serum
DDA
POS
7
Blank_6.raw
Puclication2
Serum
DDA
POS
7
Sample_1.raw
Puclication2
Serum
DDA
POS
7
Sample_2.raw
Puclication2
Serum
DDA
POS
7
Sample_3.raw
Puclication2
Serum
DDA
POS
7
Sample_4.raw
Puclication2
Serum
DDA
POS
7
Sample_5.raw
Puclication2
Serum
DDA
POS
7
Sample_6.raw
Puclication2
Serum
DDA
POS
8
Blank_1.raw
Puclication2
Serum
DDA
POS
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Blank_2.raw
Puclication2
Serum
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POS
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Blank_3.raw
Puclication2
Serum
DDA
POS
8
Blank_4.raw
Puclication2
Serum
DDA
POS
8
Blank_5.raw
Puclication2
Serum
DDA
POS
8
Blank_6.raw
Puclication2
Serum
DDA
POS
8
Sample_1.raw
Puclication2
Serum
DDA
POS
8
Sample_2.raw
Puclication2
Serum
DDA
POS
8
Sample_3.raw
Puclication2
Serum
DDA
POS
8
Sample_4.raw
Puclication2
Serum
DDA
POS
8
Sample_5.raw
Puclication2
Serum
DDA
POS
8
Sample_6.raw
Puclication2
Serum
DDA
POS
9
Blank_1.raw
Puclication2
Serum
DDA
POS
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Blank_2.raw
Puclication2
Serum
DDA
POS
9
Blank_3.raw
Puclication2
Serum
DDA
POS
9
Blank_4.raw
Puclication2
Serum
DDA
POS
9
Blank_5.raw
Puclication2
Serum
DDA
POS
9
Blank_6.raw
Puclication2
Serum
DDA
POS
9
Sample_1.raw
Puclication2
Serum
DDA
POS
9
Sample_2.raw
Puclication2
Serum
DDA
POS
9
Sample_3.raw
Puclication2
Serum
DDA
POS
9
Sample_4.raw
Puclication2
Serum
DDA
POS
9
Sample_5.raw
Puclication2
Serum
DDA
POS
9
Sample_6.raw
Puclication2
Serum
Serum_98_Samples
Optimized_1
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Optimized_1
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
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Blank_3.raw
Puclication2
Serum
Serum_98_Samples
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Blank_4.raw
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Serum
Serum_98_Samples
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Blank_5.raw
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Serum
Serum_98_Samples
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Blank_6.raw
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Serum
Serum_98_Samples
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Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Optimized_2
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Optimized_2
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Optimized_2
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Optimized_2
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
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Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Optimized_3
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Optimized_3
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Optimized_3
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Optimized_3
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Optimized_3
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Optimized_3
Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Optimized_4
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Optimized_4
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Optimized_4
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Optimized_4
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Optimized_4
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Optimized_4
Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Single_1
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Single_1
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Single_1
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Single_1
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Single_1
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Single_1
Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Single_2
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Single_2
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Single_2
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Single_2
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Single_2
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Single_2
Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Single_3
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Single_3
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Single_3
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Single_3
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Single_3
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Single_3
Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Single_4
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Single_4
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Single_4
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Single_4
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Single_4
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Single_4
Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Uni_1
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Uni_1
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Uni_1
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Uni_1
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Uni_1
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Uni_1
Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Uni_2
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Uni_2
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Uni_2
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Uni_2
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Uni_2
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Uni_2
Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Uni_3
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Uni_3
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Uni_3
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Uni_3
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Uni_3
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Uni_3
Blank_6.raw
Puclication2
Serum
Serum_98_Samples
Uni_4
Blank_1.raw
Puclication2
Serum
Serum_98_Samples
Uni_4
Blank_2.raw
Puclication2
Serum
Serum_98_Samples
Uni_4
Blank_3.raw
Puclication2
Serum
Serum_98_Samples
Uni_4
Blank_4.raw
Puclication2
Serum
Serum_98_Samples
Uni_4
Blank_5.raw
Puclication2
Serum
Serum_98_Samples
Uni_4
Blank_6.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Blank_1.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Blank_2.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Blank_3.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Blank_4.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Blank_5.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Blank_6.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Sample_1.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Sample_2.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Sample_3.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Sample_4.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Sample_5.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0.83
Sample_6.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Blank_1.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Blank_2.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Blank_3.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Blank_4.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Blank_5.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Blank_6.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Sample_1.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Sample_2.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Sample_3.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Sample_4.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Sample_5.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
0
Sample_6.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Blank_1.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Blank_2.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Blank_3.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Blank_4.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Blank_5.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Blank_6.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Sample_1.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Sample_2.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Sample_3.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Sample_4.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Sample_5.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
2.5
Sample_6.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Blank_1.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Blank_2.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Blank_3.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Blank_4.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Blank_5.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Blank_6.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Sample_1.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Sample_2.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Sample_3.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Sample_4.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Sample_5.raw
Puclication2
Serum
Serum_AminoAcids
FIMS
5
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
0
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
10
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
100
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
150
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
200
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
25
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
250
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
SDS
50
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
0
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
10
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
100
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
150
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
200
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
25
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
250
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Lip
TC
50
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
0
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
10
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
100
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1000
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
150
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
1500
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
200
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
25
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
250
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
50
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
Caffeine
500
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
0
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
10
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
100
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
150
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
200
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
25
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
250
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
50
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
MRFA
500
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
0
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
10
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
100
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1000
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
150
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
1500
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
200
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
25
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
250
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
3000
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
50
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
NAD
500
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
0
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
10
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
100
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
150
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
200
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
25
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
250
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
SDS
50
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
0
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
10
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
100
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
150
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
200
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
25
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
250
Sample_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Blank_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Blank_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Blank_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Blank_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Blank_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Blank_6.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Sample_1.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Sample_2.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Sample_3.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Sample_4.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Sample_5.raw
Puclication2
Serum
Serum_IonCompetition
Met
TC
50
Sample_6.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Blank_1.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Blank_2.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Blank_3.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Blank_4.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Blank_5.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Blank_6.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Sample_1.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Sample_2.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Sample_3.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Sample_4.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Sample_5.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
1
Sample_6.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Blank_1.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Blank_2.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Blank_3.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Blank_4.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Blank_5.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Blank_6.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Sample_1.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Sample_2.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Sample_3.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Sample_4.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Sample_5.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
2
Sample_6.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
3
Blank_1.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
3
Blank_2.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
3
Blank_3.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
3
Blank_4.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
3
Blank_5.raw
Puclication2
Serum
Serum_Reproducibility
Lip
OneRange
3
Blank_6.raw
Puclication2
Serum
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3
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3
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4
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4
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Serum_Reproducibility
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4
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Sample_3.raw
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Serum_Reproducibility
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Serum_Reproducibility
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Puclication2
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Serum_TIC_and_SF_distributions
Lip
2
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
2
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
3
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
4
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
5
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
6
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
7
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
8
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Lip
9
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
1
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
10
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
11
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
12
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
13
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
14
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
15
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
16
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
17
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
18
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
2
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
3
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
4
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
5
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 61%|██████▏   | 1933/3150 [2:26:10<1:31:11,  4.50s/it]
 61%|██████▏   | 1937/3150 [2:26:11<51:21,  2.54s/it]  
5
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
6
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
7
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
8
Sample_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Blank_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Blank_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Blank_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Blank_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Blank_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Blank_6.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Sample_1.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Sample_2.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Sample_3.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Sample_4.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Sample_5.raw
Puclication2
Serum
Serum_TIC_and_SF_distributions
Met
9
Sample_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3216 rows!
Extracted information for 3216 samples.
Processing  ST002064
No raw data detected. Ignoring ST002064
Processing  ST000771
No raw data detected. Ignoring ST000771
Processing  ST000167
No raw data detected. Ignoring ST000167
Processing  ST001211
No raw data detected. Ignoring ST001211
Processing  ST002363
No raw data detected. Ignoring ST002363
Processing  ST002806
Initiating REDU-table generation for AN004562
Rest length is 98
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/98 [00:00<?, ?it/s]

Mapping potential matches:  14%|█▍        | 14/98 [00:00<00:00, 131.76it/s]

Mapping potential matches:  29%|██▊       | 28/98 [00:00<00:00, 132.16it/s]

Mapping potential matches:  43%|████▎     | 42/98 [00:00<00:00, 132.50it/s]

Mapping potential matches:  57%|█████▋    | 56/98 [00:00<00:00, 132.07it/s]

Mapping potential matches:  71%|███████▏  | 70/98 [00:00<00:00, 130.75it/s]

Mapping potential matches:  86%|████████▌ | 84/98 [00:00<00:00, 131.45it/s]

Mapping potential matches: 100%|██████████| 98/98 [00:00<00:00, 131.55it/s]
Mapping potential matches: 100%|██████████| 98/98 [00:00<00:00, 131.61it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004563
Rest length is 98
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/98 [00:00<?, ?it/s]

Mapping potential matches:  13%|█▎        | 13/98 [00:00<00:00, 125.21it/s]

Mapping potential matches:  28%|██▊       | 27/98 [00:00<00:00, 127.91it/s]

Mapping potential matches:  42%|████▏     | 41/98 [00:00<00:00, 129.34it/s]

Mapping potential matches:  56%|█████▌    | 55/98 [00:00<00:00, 129.97it/s]

Mapping potential matches:  70%|███████   | 69/98 [00:00<00:00, 129.89it/s]

Mapping potential matches:  85%|████████▍ | 83/98 [00:00<00:00, 130.45it/s]

Mapping potential matches:  99%|█████████▉| 97/98 [00:00<00:00, 131.05it/s]
Mapping potential matches: 100%|██████████| 98/98 [00:00<00:00, 130.05it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC5 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLC5 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN5 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 GLN5 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB D425 NL3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB MED211 NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB MED211 NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB MED211 NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB MED211 NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB MED211 NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CB MED211 NL3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC5 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLC5 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN5 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 GLN5 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX D425 NL3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX MED211 NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX MED211 NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX MED211 NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX MED211 NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX MED211 NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
CTX MED211 NL3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC5 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLC5 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN5 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor GLN5 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
D425 O-Tumor NL3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLC1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLC1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLC2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLC2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLC3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLC3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLC4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLC4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN5 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN5 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN6 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN6 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN7 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN7 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN8 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 GLN8 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 NL3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 NL4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor D425 NL4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1939/3150 [2:26:16<51:32,  2.55s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1940/3150 [2:26:18<50:32,  2.51s/it]
Flank Tumor MED211 GLC1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLC1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLC2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLC2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLC3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLC3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLC4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLC4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN5 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN5 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN6 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN6 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN7 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN7 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN8 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 GLN8 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 NL3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 NL4 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Flank Tumor MED211 NL4 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 GLN1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 GLN1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 GLN2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 GLN2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 GLN3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 GLN3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 GLUC1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 GLUC2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 GLUC3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro D425 NL3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLC1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLC1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLC2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLC2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLC3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLC3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLN1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLN1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLN2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLN2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLN3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 GLN3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
Invitro MED211 NL3 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
MED211 O-Tumor NL1 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
MED211 O-Tumor NL1 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
MED211 O-Tumor NL2 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
MED211 O-Tumor NL2 Pos.mzXML
High Myc Medulloblastoma 7312021 mzXML
MED211 O-Tumor NL3 Neg.mzXML
High Myc Medulloblastoma 7312021 mzXML
MED211 O-Tumor NL3 Pos.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 193 rows!
Extracted information for 193 samples.
Processing  ST002786
Initiating REDU-table generation for AN004533
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NIKP_WB_U
19_T1.mzML
NIKP_WB_U
19_T2.mzML
NIKP_WB_U
19_T3.mzML
NIKP_WB_U
19_T4.mzML
NIKP_WB_U
29_T1.mzML
NIKP_WB_U
29_T2.mzML
NIKP_WB_U
29_T3.mzML
NIKP_WB_U
29_T4.mzML
NIKP_WB_U
30_T1.mzML
NIKP_WB_U
30_T2.mzML
NIKP_WB_U
30_T3.mzML
NIKP_WB_U
30_T4.mzML
NIKP_WB_U
31_T1.mzML
NIKP_WB_U
31_T2.mzML
NIKP_WB_U
31_T3.mzML
NIKP_WB_U
31_T4.mzML
NIKP_WB_U
33_T1.mzML
NIKP_WB_U
33_T2.mzML
NIKP_WB_U
33_T3.mzML
NIKP_WB_U
33_T4.mzML
NIKP_WB_U
34_T1.mzML
NIKP_WB_U
34_T2.mzML
NIKP_WB_U
34_T3.mzML
NIKP_WB_U
34_T4.mzML
NIKP_WB_U
67_T1.mzML
NIKP_WB_U
67_T2.mzML
NIKP_WB_U
67_T3.mzML
NIKP_WB_U
67_T4.mzML
NIKP_WB_U
70_T1.mzML
NIKP_WB_U
70_T2.mzML
NIKP_WB_U
70_T3.mzML
NIKP_WB_U
70_T4.mzML
NIKP_WB_U
71_T1.mzML
NIKP_WB_U
71_T2.mzML
NIKP_WB_U
71_T3.mzML
NIKP_WB_U
71_T4.mzML
NIKP_WB_U
72_T1.mzML
NIKP_WB_U
72_T2.mzML
NIKP_WB_U
72_T3.mzML
NIKP_WB_U
72_T4.mzML
NIKP_WB_U
75_T1.mzML
NIKP_WB_U
75_T2.mzML
NIKP_WB_U
75_T3.mzML
NIKP_WB_U
76_T1.mzML
NIKP_WB_U
76_T2.mzML
NIKP_WB_U
76_T3.mzML
NIKP_WB_U
76_T4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 47 rows!
Extracted information for 47 samples.
Processing  ST003054
No raw data detected. Ignoring ST003054
Processing  ST001685
No raw data detected. Ignoring ST001685
Processing  ST002905
Initiating REDU-table generation for AN004768
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM506.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM507.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM509.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM510.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM511.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM512.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM513.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM514.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM515.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM516.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM517.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM518.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM519.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1943/3150 [2:26:20<37:01,  1.84s/it]
Copy of 20210903_QEF2_C18_SGTracing_AM520.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM521.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM526.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM527.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM528.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM529.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM530.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM531.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM532.raw
Dataset16_C13_Serine_glycine_tracing_K562_porphyrin
Copy of 20210903_QEF2_C18_SGTracing_AM533.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST000506
No raw data detected. Ignoring ST000506
Processing  ST000239
Initiating REDU-table generation for AN000369
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 396.07it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000370
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 386.01it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1945/3150 [2:26:23<34:51,  1.74s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000239
Data
raw files
Neg
QE2_SBS_29_10[N170f]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_11[B150f]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_12[G100m]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_13[I180f]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_14[N110m]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_15[E270f]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_19[E280m]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_20[G150f]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_21[B190m]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_22[H150m]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_23[H140f]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_24[O120f]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_25[L100f]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_27[M270m]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_28[F110m]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_29[O110m-DD]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_30[F140f-DD]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_6[O110m]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_7[F140f]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_8[L120m]n.raw
ST000239
Data
raw files
Neg
QE2_SBS_29_9[M280f]n.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_10[N170f]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_11[B150f]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_12[G100m]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_13[I180f]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_14[N110m]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_15[E270f]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_19[E280m]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_20[G150f]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_21[B190m]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_22[H150m]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_23[H140f]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_24[O120f]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_25[L100f]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_27[M270m]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_28[F110m]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_29[O110m-DD]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_30[F140f-DD]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_6[O110m]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_7[F140f]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_8[L120m]p.raw
ST000239
Data
raw files
Pos
QE2_SBS_29_9[M280f]p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 42 rows!
Extracted information for 42 samples.
Processing  ST001102
No raw data detected. Ignoring ST001102
Processing  ST003007
Initiating REDU-table generation for AN004938
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 895.15it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1947/3150 [2:26:25<31:30,  1.57s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1949/3150 [2:26:28<29:10,  1.46s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1950/3150 [2:26:31<33:17,  1.66s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Cre_1h_C_neg_1.raw
Cre_1h_C_neg_2.raw
Cre_1h_C_neg_3.raw
Cre_24h_C_neg_1.raw
Cre_24h_C_neg_2.raw
Cre_24h_C_neg_3.raw
Cre_6h_C_neg_1.raw
Cre_6h_C_neg_2.raw
Cre_6h_C_neg_3.raw
Cre_T0_C_neg_1.raw
Cre_T0_C_neg_2.raw
Cre_T0_C_neg_3.raw
EV_1h_C_neg_1.raw
EV_1h_C_neg_2.raw
EV_1h_C_neg_3.raw
EV_24h_C_neg_1.raw
EV_24h_C_neg_2.raw
EV_24h_C_neg_3.raw
EV_6h_C_neg_1.raw
EV_6h_C_neg_2.raw
EV_6h_C_neg_3.raw
EV_T0_C_neg_1.raw
EV_T0_C_neg_2.raw
EV_T0_C_neg_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST001965
No raw data detected. Ignoring ST001965
Processing  ST002224
Initiating REDU-table generation for AN003633
Rest length is 48
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS55
MS55_01.raw
MS55
MS55_02.raw
MS55
MS55_03.raw
MS55
MS55_04.raw
MS55
MS55_05.raw
MS55
MS55_06.raw
MS55
MS55_07.raw
MS55
MS55_08.raw
MS55
MS55_09.raw
MS55
MS55_10.raw
MS55
MS55_11.raw
MS55
MS55_12.raw
MS55
MS55_13.raw
MS55
MS55_14.raw
MS55
MS55_15.raw
MS55
MS55_16.raw
MS55
MS55_17.raw
MS55
MS55_18.raw
MS55
MS55_19.raw
MS55
MS55_20.raw
MS55
MS55_21.raw
MS55
MS55_22.raw
MS55
MS55_23.raw
MS55
MS55_24.raw
MS55
MS55_25.raw
MS55
MS55_26.raw
MS55
MS55_27.raw
MS55
MS55_28.raw
MS55
MS55_29.raw
MS55
MS55_30.raw
MS55
MS55_31.raw
MS55
MS55_32.raw
MS55
MS55_33.raw
MS55
MS55_34.raw
MS55
MS55_35.raw
MS55
MS55_36.raw
MS55
MS55_37.raw
MS55
MS55_38.raw
MS55
MS55_39.raw
MS55
MS55_40.raw
MS55
MS55_41.raw
MS55
MS55_42.raw
MS55
MS55_43.raw
MS55
MS55_44.raw
MS55
MS55_45.raw
MS55
MS55_46.raw
MS55
MS55_47.raw
MS55
MS55_48.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002311
Initiating REDU-table generation for AN003775
Rest length is 24
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003776
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
H1.raw
MyData
H2.raw
MyData
H3.raw
MyData
H4.raw
MyData
I1.raw
MyData
I3.raw
MyData
I4.raw
MyData
J1.raw
MyData
J2.raw
MyData
J3.raw
MyData
J4.raw
MyData
K1.raw
MyData
K2.raw
MyData
K3.raw
MyData
K4.raw
MyData
L1.raw
MyData
L2.raw
MyData
L3.raw
MyData
L4.raw
MyData
M1.raw
MyData
M2.raw
MyData
M3.raw
MyData
M4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST001681
Initiating REDU-table generation for AN002742
Rest length is 150
raw file key found.
Initiating REDU-table generation for AN002743
Rest length is 150
raw file key found.
Initiating REDU-table generation for AN002744
Rest length is 150
raw file key found.
Initiating REDU-table generation for AN002745
Rest length is 150
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data deposition
nHILIC_001_26_A.raw
Data deposition
nHILIC_001_33_B.raw
Data deposition
nHILIC_001_35_C.raw
Data deposition
nHILIC_003_25_A.raw
Data deposition
nHILIC_003_30_B.raw
Data deposition
nHILIC_003_32_C.raw
Data deposition
nHILIC_005_25_A.raw
Data deposition
nHILIC_005_29_B.raw
Data deposition
nHILIC_005_32_C.raw
Data deposition
nHILIC_006_25_A.raw
Data deposition
nHILIC_006_30_B.raw
Data deposition
nHILIC_006_34_C.raw
Data deposition
nHILIC_007_28_A.raw
Data deposition
nHILIC_007_36_B.raw
Data deposition
nHILIC_008_28_A.raw
Data deposition
nHILIC_008_32_B.raw
Data deposition
nHILIC_008_33_C.raw
Data deposition
nHILIC_012_25_A.raw
Data deposition
nHILIC_012_29_B.raw
Data deposition
nHILIC_012_34_C.raw
Data deposition
nHILIC_014_27_A.raw
Data deposition
nHILIC_014_30_B.raw
Data deposition
nHILIC_014_35_C.raw
Data deposition
nHILIC_016_32_A.raw
Data deposition
nHILIC_016_34_B.raw
Data deposition
nHILIC_016_37_C.raw
Data deposition
nHILIC_017_31_A.raw
Data deposition
nHILIC_017_33_B.raw
Data deposition
nHILIC_018_27_A.raw
Data deposition
nHILIC_018_31_B.raw
Data deposition
nHILIC_018_35_C.raw
Data deposition
nHILIC_019_27_A.raw
Data deposition
nHILIC_019_31_B.raw
Data deposition
nHILIC_019_36_C.raw
Data deposition
nHILIC_021_27_A.raw
Data deposition
nHILIC_021_34_B.raw
Data deposition
nHILIC_021_36_C.raw
Data deposition
nHILIC_022_26_A.raw
Data deposition
nHILIC_022_31_B.raw
Data deposition
nHILIC_022_34_C.raw
Data deposition
nHILIC_024_27_A.raw
Data deposition
nHILIC_024_29_B.raw
Data deposition
nHILIC_024_34_C.raw
Data deposition
nHILIC_025_26_A.raw
Data deposition
nHILIC_025_30_B.raw
Data deposition
nHILIC_025_32_C.raw
Data deposition
nHILIC_026_31_A.raw
Data deposition
nHILIC_026_34_B.raw
Data deposition
nHILIC_026_37_C.raw
Data deposition
nHILIC_027_24_A.raw
Data deposition
nHILIC_027_28_B.raw
Data deposition
nHILIC_027_32_C.raw
Data deposition
nHILIC_028_31_A.raw
Data deposition
nHILIC_028_34_B.raw
Data deposition
nHILIC_028_36_C.raw
Data deposition
nHILIC_032_24_A.raw
Data deposition
nHILIC_032_27_B.raw
Data deposition
nHILIC_032_37_C.raw
Data deposition
nHILIC_033_31_A.raw
Data deposition
nHILIC_033_33_B.raw
Data deposition
nHILIC_033_36_C.raw
Data deposition
nHILIC_034_26_A.raw
Data deposition
nHILIC_034_35_B.raw
Data deposition
nHILIC_034_36_C.raw
Data deposition
nHILIC_035_27_A.raw
Data deposition
nHILIC_035_31_B.raw
Data deposition
nHILIC_035_37_C.raw
Data deposition
nHILIC_036_28_A.raw
Data deposition
nHILIC_036_30_B.raw
Data deposition
nHILIC_036_37_C.raw
Data deposition
nHILIC_040_25_A.raw
Data deposition
nHILIC_040_29_B.raw
Data deposition
nHILIC_040_36_C.raw
Data deposition
nHILIC_041_25_A.raw
Data deposition
nHILIC_041_30_B.raw
Data deposition
nHILIC_041_37_C.raw
Data deposition
nHILIC_042_24_A.raw
Data deposition
nHILIC_042_27_B.raw
Data deposition
nHILIC_042_37_C.raw
Data deposition
nHILIC_043_27_A.raw
Data deposition
nHILIC_043_38_B.raw
Data deposition
nHILIC_043_39_C.raw
Data deposition
nHILIC_044_30_A.raw
Data deposition
nHILIC_044_36_B.raw
Data deposition
nHILIC_044_38_C.raw
Data deposition
nHILIC_045_27_A.raw
Data deposition
nHILIC_045_33_B.raw
Data deposition
nHILIC_045_37_C.raw
Data deposition
nHILIC_050_32_A.raw
Data deposition
nHILIC_050_36_B.raw
Data deposition
nHILIC_050_38_C.raw
Data deposition
nHILIC_051_27_A.raw
Data deposition
nHILIC_051_38_B.raw
Data deposition
nHILIC_051_39_C.raw
Data deposition
nHILIC_052_24_A.raw
Data deposition
nHILIC_052_36_B.raw
Data deposition
nHILIC_052_38_C.raw
Data deposition
nHILIC_054_32_A.raw
Data deposition
nHILIC_055_27_A.raw
Data deposition
nHILIC_055_35_B.raw
Data deposition
nHILIC_055_38_C.raw
Data deposition
nHILIC_056_25_A.raw
Data deposition
nHILIC_056_37_B.raw
Data deposition
nHILIC_056_38_C.raw
Data deposition
nHILIC_057_27_A.raw
Data deposition
nHILIC_057_36_B.raw
Data deposition
nHILIC_057_38_C.raw
Data deposition
nHILIC_063_30_A.raw
Data deposition
nHILIC_063_38_B.raw
Data deposition
nHILIC_063_40_C.raw
Data deposition
nHILIC_065_27_A.raw
Data deposition
nHILIC_065_38_B.raw
Data deposition
nHILIC_067_30_A.raw
Data deposition
nHILIC_067_37_B.raw
Data deposition
nHILIC_068_27_A.raw
Data deposition
nHILIC_068_37_B.raw
Data deposition
nHILIC_068_39_C.raw
Data deposition
nHILIC_072_24_A.raw
Data deposition
nHILIC_072_36_B.raw
Data deposition
nHILIC_072_38_C.raw
Data deposition
nHILIC_073_27_A.raw
Data deposition
nHILIC_074_30_A.raw
Data deposition
nHILIC_074_37_B.raw
Data deposition
nHILIC_074_38_C.raw
Data deposition
nHILIC_075_31_A.raw
Data deposition
nHILIC_075_36_B.raw
Data deposition
nHILIC_075_38_C.raw
Data deposition
nHILIC_083_28_A.raw
Data deposition
nHILIC_083_36_B.raw
Data deposition
nHILIC_083_38_C.raw
Data deposition
nHILIC_086_30_A.raw
Data deposition
nHILIC_086_36_B.raw
Data deposition
nHILIC_087_30_A.raw
Data deposition
nHILIC_087_36_B.raw
Data deposition
nHILIC_087_37_C.raw
Data deposition
nHILIC_091_30_A.raw
Data deposition
nHILIC_091_37_B.raw
Data deposition
nHILIC_091_38_C.raw
Data deposition
nHILIC_093_27_A.raw
Data deposition
nHILIC_093_38_B.raw
Data deposition
nHILIC_093_39_C.raw
Data deposition
nHILIC_098_26_A.raw
Data deposition
nHILIC_098_36_B.raw
Data deposition
nHILIC_098_38_C.raw
Data deposition
nHILIC_099_24_A.raw
Data deposition
nHILIC_099_38_B.raw
Data deposition
nHILIC_099_39_C.raw
Data deposition
nHILIC_100_29_A.raw
Data deposition
nHILIC_100_37_B.raw
Data deposition
nHILIC_100_39_C.raw
Data deposition
nRPLC_001_26_A.raw
Data deposition
nRPLC_001_33_B.raw
Data deposition
nRPLC_001_35_C.raw
Data deposition
nRPLC_003_25_A.raw
Data deposition
nRPLC_003_30_B.raw
Data deposition
nRPLC_003_32_C.raw
Data deposition
nRPLC_005_25_A.raw
Data deposition
nRPLC_005_29_B.raw
Data deposition
nRPLC_005_32_C.raw
Data deposition
nRPLC_006_25_A.raw
Data deposition
nRPLC_006_30_B.raw
Data deposition
nRPLC_006_34_C.raw
Data deposition
nRPLC_007_28_A.raw
Data deposition
nRPLC_007_36_B.raw
Data deposition
nRPLC_008_28_A.raw
Data deposition
nRPLC_008_32_B.raw
Data deposition
nRPLC_008_33_C.raw
Data deposition
nRPLC_012_25_A.raw
Data deposition
nRPLC_012_29_B.raw
Data deposition
nRPLC_012_34_C.raw
Data deposition
nRPLC_014_27_A.raw
Data deposition
nRPLC_014_30_B.raw
Data deposition
nRPLC_014_35_C.raw
Data deposition
nRPLC_016_32_A.raw
Data deposition
nRPLC_016_34_B.raw
Data deposition
nRPLC_016_37_C.raw
Data deposition
nRPLC_017_31_A.raw
Data deposition
nRPLC_017_33_B.raw
Data deposition
nRPLC_018_27_A.raw
Data deposition
nRPLC_018_31_B.raw
Data deposition
nRPLC_018_35_C.raw
Data deposition
nRPLC_019_27_A.raw
Data deposition
nRPLC_019_31_B.raw
Data deposition
nRPLC_019_36_C.raw
Data deposition
nRPLC_021_27_A.raw
Data deposition
nRPLC_021_34_B.raw
Data deposition
nRPLC_021_36_C.raw
Data deposition
nRPLC_022_26_A.raw
Data deposition
nRPLC_022_31_B.raw
Data deposition
nRPLC_022_34_C.raw
Data deposition
nRPLC_024_27_A.raw
Data deposition
nRPLC_024_29_B.raw
Data deposition
nRPLC_024_34_C.raw
Data deposition
nRPLC_025_26_A.raw
Data deposition
nRPLC_025_30_B.raw
Data deposition
nRPLC_025_32_C.raw
Data deposition
nRPLC_026_31_A.raw
Data deposition
nRPLC_026_34_B.raw
Data deposition
nRPLC_026_37_C.raw
Data deposition
nRPLC_027_24_A.raw
Data deposition
nRPLC_027_28_B.raw
Data deposition
nRPLC_027_32_C.raw
Data deposition
nRPLC_028_31_A.raw
Data deposition
nRPLC_028_34_B.raw
Data deposition
nRPLC_028_36_C.raw
Data deposition
nRPLC_032_24_A.raw
Data deposition
nRPLC_032_27_B.raw
Data deposition
nRPLC_032_37_C.raw
Data deposition
nRPLC_033_31_A.raw
Data deposition
nRPLC_033_33_B.raw
Data deposition
nRPLC_033_36_C.raw
Data deposition
nRPLC_034_26_A.raw
Data deposition
nRPLC_034_35_B.raw
Data deposition
nRPLC_034_36_C.raw
Data deposition
nRPLC_035_27_A.raw
Data deposition
nRPLC_035_31_B.raw
Data deposition
nRPLC_035_37_C.raw
Data deposition
nRPLC_036_28_A.raw
Data deposition
nRPLC_036_30_B.raw
Data deposition
nRPLC_036_37_C.raw
Data deposition
nRPLC_040_25_A.raw
Data deposition
nRPLC_040_29_B.raw
Data deposition
nRPLC_040_36_C.raw
Data deposition
nRPLC_041_25_A.raw
Data deposition
nRPLC_041_30_B.raw
Data deposition
nRPLC_041_37_C.raw
Data deposition
nRPLC_042_24_A.raw
Data deposition
nRPLC_042_27_B.raw
Data deposition
nRPLC_042_37_C.raw
Data deposition
nRPLC_043_27_A.raw
Data deposition
nRPLC_043_38_B.raw
Data deposition
nRPLC_043_39_C.raw
Data deposition
nRPLC_044_30_A.raw
Data deposition
nRPLC_044_36_B.raw
Data deposition
nRPLC_044_38_C.raw
Data deposition
nRPLC_045_27_A.raw
Data deposition
nRPLC_045_33_B.raw
Data deposition
nRPLC_045_37_C.raw
Data deposition
nRPLC_050_32_A.raw
Data deposition
nRPLC_050_36_B.raw
Data deposition
nRPLC_050_38_C.raw
Data deposition
nRPLC_051_27_A.raw
Data deposition
nRPLC_051_38_B.raw
Data deposition
nRPLC_051_39_C.raw
Data deposition
nRPLC_052_24_A.raw
Data deposition
nRPLC_052_36_B.raw
Data deposition
nRPLC_052_38_C.raw
Data deposition
nRPLC_054_32_A.raw
Data deposition
nRPLC_055_27_A.raw
Data deposition
nRPLC_055_35_B.raw
Data deposition
nRPLC_055_38_C.raw
Data deposition
nRPLC_056_25_A.raw
Data deposition
nRPLC_056_37_B.raw
Data deposition
nRPLC_056_38_C.raw
Data deposition
nRPLC_057_27_A.raw
Data deposition
nRPLC_057_36_B.raw
Data deposition
nRPLC_057_38_C.raw
Data deposition
nRPLC_063_30_A.raw
Data deposition
nRPLC_063_38_B.raw
Data deposition
nRPLC_063_40_C.raw
Data deposition
nRPLC_065_27_A.raw
Data deposition
nRPLC_065_38_B.raw
Data deposition
nRPLC_067_30_A.raw
Data deposition
nRPLC_067_37_B.raw
Data deposition
nRPLC_068_27_A.raw
Data deposition
nRPLC_068_37_B.raw
Data deposition
nRPLC_068_39_C.raw
Data deposition
nRPLC_072_24_A.raw
Data deposition
nRPLC_072_36_B.raw
Data deposition
nRPLC_072_38_C.raw
Data deposition
nRPLC_073_27_A.raw
Data deposition
nRPLC_074_30_A.raw
Data deposition
nRPLC_074_37_B.raw
Data deposition
nRPLC_074_38_C.raw
Data deposition
nRPLC_075_31_A.raw
Data deposition
nRPLC_075_36_B.raw
Data deposition
nRPLC_075_38_C.raw
Data deposition
nRPLC_083_28_A.raw
Data deposition
nRPLC_083_36_B.raw
Data deposition
nRPLC_083_38_C.raw
Data deposition
nRPLC_086_30_A.raw
Data deposition
nRPLC_086_36_B.raw
Data deposition
nRPLC_087_30_A.raw
Data deposition
nRPLC_087_36_B.raw
Data deposition
nRPLC_087_37_C.raw
Data deposition
nRPLC_091_30_A.raw
Data deposition
nRPLC_091_37_B.raw
Data deposition
nRPLC_091_38_C.raw
Data deposition
nRPLC_093_27_A.raw
Data deposition
nRPLC_093_38_B.raw
Data deposition
nRPLC_093_39_C.raw
Data deposition
nRPLC_098_26_A.raw
Data deposition
nRPLC_098_36_B.raw
Data deposition
nRPLC_098_38_C.raw
Data deposition
nRPLC_099_24_A.raw
Data deposition
nRPLC_099_38_B.raw
Data deposition
nRPLC_099_39_C.raw
Data deposition
nRPLC_100_29_A.raw
Data deposition
nRPLC_100_37_B.raw
Data deposition
nRPLC_100_39_C.raw
Data deposition
pHILIC_001_26_A.raw
Data deposition
pHILIC_001_33_B.raw
Data deposition
pHILIC_001_35_C.raw
Data deposition
pHILIC_003_25_A.raw
Data deposition
pHILIC_003_30_B.raw
Data deposition
pHILIC_003_32_C.raw
Data deposition
pHILIC_005_25_A.raw
Data deposition
pHILIC_005_29_B.raw
Data deposition
pHILIC_005_32_C.raw
Data deposition
pHILIC_006_25_A.raw
Data deposition
pHILIC_006_30_B.raw
Data deposition
pHILIC_006_34_C.raw
Data deposition
pHILIC_007_28_A.raw
Data deposition
pHILIC_007_36_B.raw
Data deposition
pHILIC_008_28_A.raw
Data deposition
pHILIC_008_32_B.raw
Data deposition
pHILIC_008_33_C.raw
Data deposition
pHILIC_012_25_A.raw
Data deposition
pHILIC_012_29_B.raw
Data deposition
pHILIC_012_34_C.raw
Data deposition
pHILIC_014_27_A.raw
Data deposition
pHILIC_014_30_B.raw
Data deposition
pHILIC_014_35_C.raw
Data deposition
pHILIC_016_32_A.raw
Data deposition
pHILIC_016_34_B.raw
Data deposition
pHILIC_016_37_C.raw
Data deposition
pHILIC_017_31_A.raw
Data deposition
pHILIC_017_33_B.raw
Data deposition
pHILIC_018_27_A.raw
Data deposition
pHILIC_018_31_B.raw
Data deposition
pHILIC_018_35_C.raw
Data deposition
pHILIC_019_27_A.raw
Data deposition
pHILIC_019_31_B.raw
Data deposition
pHILIC_019_36_C.raw
Data deposition
pHILIC_021_27_A.raw
Data deposition
pHILIC_021_34_B.raw
Data deposition
pHILIC_021_36_C.raw
Data deposition
pHILIC_022_26_A.raw
Data deposition
pHILIC_022_31_B.raw
Data deposition
pHILIC_022_34_C.raw
Data deposition
pHILIC_024_27_A.raw
Data deposition
pHILIC_024_29_B.raw
Data deposition
pHILIC_024_34_C.raw
Data deposition
pHILIC_025_26_A.raw
Data deposition
pHILIC_025_30_B.raw
Data deposition
pHILIC_025_32_C.raw
Data deposition
pHILIC_026_31_A.raw
Data deposition
pHILIC_026_34_B.raw
Data deposition
pHILIC_026_37_C.raw
Data deposition
pHILIC_027_24_A.raw
Data deposition
pHILIC_027_28_B.raw
Data deposition
pHILIC_027_32_C.raw
Data deposition
pHILIC_028_31_A.raw
Data deposition
pHILIC_028_34_B.raw
Data deposition
pHILIC_028_36_C.raw
Data deposition
pHILIC_032_24_A.raw
Data deposition
pHILIC_032_27_B.raw
Data deposition
pHILIC_032_37_C.raw
Data deposition
pHILIC_033_31_A.raw
Data deposition
pHILIC_033_33_B.raw
Data deposition
pHILIC_033_36_C.raw
Data deposition
pHILIC_034_26_A.raw
Data deposition
pHILIC_034_35_B.raw
Data deposition
pHILIC_034_36_C.raw
Data deposition
pHILIC_035_27_A.raw
Data deposition
pHILIC_035_31_B.raw
Data deposition
pHILIC_035_37_C.raw
Data deposition
pHILIC_036_28_A.raw
Data deposition
pHILIC_036_30_B.raw
Data deposition
pHILIC_036_37_C.raw
Data deposition
pHILIC_040_25_A.raw
Data deposition
pHILIC_040_29_B.raw
Data deposition
pHILIC_040_36_C.raw
Data deposition
pHILIC_041_25_A.raw
Data deposition
pHILIC_041_30_B.raw
Data deposition
pHILIC_041_37_C.raw
Data deposition
pHILIC_042_24_A.raw
Data deposition
pHILIC_042_27_B.raw
Data deposition
pHILIC_042_37_C.raw
Data deposition
pHILIC_043_27_A.raw
Data deposition
pHILIC_043_38_B.raw
Data deposition
pHILIC_043_39_C.raw
Data deposition
pHILIC_044_30_A.raw
Data deposition
pHILIC_044_36_B.raw
Data deposition
pHILIC_044_38_C.raw
Data deposition
pHILIC_045_27_A.raw
Data deposition
pHILIC_045_33_B.raw
Data deposition
pHILIC_045_37_C.raw
Data deposition
pHILIC_050_32_A.raw
Data deposition
pHILIC_050_36_B.raw
Data deposition
pHILIC_050_38_C.raw
Data deposition
pHILIC_051_27_A.raw
Data deposition
pHILIC_051_38_B.raw
Data deposition
pHILIC_051_39_C.raw
Data deposition
pHILIC_052_24_A.raw
Data deposition
pHILIC_052_36_B.raw
Data deposition
pHILIC_052_38_C.raw
Data deposition
pHILIC_054_32_A.raw
Data deposition
pHILIC_055_27_A.raw
Data deposition
pHILIC_055_35_B.raw
Data deposition
pHILIC_055_38_C.raw
Data deposition
pHILIC_056_25_A.raw
Data deposition
pHILIC_056_37_B.raw
Data deposition
pHILIC_056_38_C.raw
Data deposition
pHILIC_057_27_A.raw
Data deposition
pHILIC_057_36_B.raw
Data deposition
pHILIC_057_38_C.raw
Data deposition
pHILIC_063_30_A.raw
Data deposition
pHILIC_063_38_B.raw
Data deposition
pHILIC_063_40_C.raw
Data deposition
pHILIC_065_27_A.raw
Data deposition
pHILIC_065_38_B.raw
Data deposition
pHILIC_067_30_A.raw
Data deposition
pHILIC_067_37_B.raw
Data deposition
pHILIC_068_27_A.raw
Data deposition
pHILIC_068_37_B.raw
Data deposition
pHILIC_068_39_C.raw
Data deposition
pHILIC_072_24_A.raw
Data deposition
pHILIC_072_36_B.raw
Data deposition
pHILIC_072_38_C.raw
Data deposition
pHILIC_073_27_A.raw
Data deposition
pHILIC_074_30_A.raw
Data deposition
pHILIC_074_37_B.raw
Data deposition
pHILIC_074_38_C.raw
Data deposition
pHILIC_075_31_A.raw
Data deposition
pHILIC_075_36_B.raw
Data deposition
pHILIC_075_38_C.raw
Data deposition
pHILIC_083_28_A.raw
Data deposition
pHILIC_083_36_B.raw
Data deposition
pHILIC_083_38_C.raw
Data deposition
pHILIC_086_30_A.raw
Data deposition
pHILIC_086_36_B.raw
Data deposition
pHILIC_087_30_A.raw
Data deposition
pHILIC_087_36_B.raw
Data deposition
pHILIC_087_37_C.raw
Data deposition
pHILIC_091_30_A.raw
Data deposition
pHILIC_091_37_B.raw
Data deposition
pHILIC_091_38_C.raw
Data deposition
pHILIC_093_27_A.raw
Data deposition
pHILIC_093_38_B.raw
Data deposition
pHILIC_093_39_C.raw
Data deposition
pHILIC_098_26_A.raw
Data deposition
pHILIC_098_36_B.raw
Data deposition
pHILIC_098_38_C.raw
Data deposition
pHILIC_099_24_A.raw
Data deposition
pHILIC_099_38_B.raw
Data deposition
pHILIC_099_39_C.raw
Data deposition
pHILIC_100_29_A.raw
Data deposition
pHILIC_100_37_B.raw
Data deposition
pHILIC_100_39_C.raw
Data deposition
pRPLC_001_26_A.raw
Data deposition
pRPLC_001_33_B.raw
Data deposition
pRPLC_001_35_C.raw
Data deposition
pRPLC_003_25_A.raw
Data deposition
pRPLC_003_30_B.raw
Data deposition
pRPLC_003_32_C.raw
Data deposition
pRPLC_005_25_A.raw
Data deposition
pRPLC_005_29_B.raw
Data deposition
pRPLC_005_32_C.raw
Data deposition
pRPLC_006_25_A.raw
Data deposition
pRPLC_006_30_B.raw
Data deposition
pRPLC_006_34_C.raw
Data deposition
pRPLC_007_28_A.raw
Data deposition
pRPLC_007_36_B.raw
Data deposition
pRPLC_008_28_A.raw
Data deposition
pRPLC_008_32_B.raw
Data deposition
pRPLC_008_33_C.raw
Data deposition
pRPLC_012_25_A.raw
Data deposition
pRPLC_012_29_B.raw
Data deposition
pRPLC_012_34_C.raw
Data deposition
pRPLC_014_27_A.raw
Data deposition
pRPLC_014_30_B.raw
Data deposition
pRPLC_014_35_C.raw
Data deposition
pRPLC_016_32_A.raw
Data deposition
pRPLC_016_34_B.raw
Data deposition
pRPLC_016_37_C.raw
Data deposition
pRPLC_017_31_A.raw
Data deposition
pRPLC_017_33_B.raw
Data deposition
pRPLC_018_27_A.raw
Data deposition
pRPLC_018_31_B.raw
Data deposition
pRPLC_018_35_C.raw
Data deposition
pRPLC_019_27_A.raw
Data deposition
pRPLC_019_31_B.raw
Data deposition
pRPLC_019_36_C.raw
Data deposition
pRPLC_021_27_A.raw
Data deposition
pRPLC_021_34_B.raw
Data deposition
pRPLC_021_36_C.raw
Data deposition
pRPLC_022_26_A.raw
Data deposition
pRPLC_022_31_B.raw
Data deposition
pRPLC_022_34_C.raw
Data deposition
pRPLC_024_27_A.raw
Data deposition
pRPLC_024_29_B.raw
Data deposition
pRPLC_024_34_C.raw
Data deposition
pRPLC_025_26_A.raw
Data deposition
pRPLC_025_30_B.raw
Data deposition
pRPLC_025_32_C.raw
Data deposition
pRPLC_026_31_A.raw
Data deposition
pRPLC_026_34_B.raw
Data deposition
pRPLC_026_37_C.raw
Data deposition
pRPLC_027_24_A.raw
Data deposition
pRPLC_027_28_B.raw
Data deposition
pRPLC_027_32_C.raw
Data deposition
pRPLC_028_31_A.raw
Data deposition
pRPLC_028_34_B.raw
Data deposition
pRPLC_028_36_C.raw
Data deposition
pRPLC_032_24_A.raw
Data deposition
pRPLC_032_27_B.raw
Data deposition
pRPLC_032_37_C.raw
Data deposition
pRPLC_033_31_A.raw
Data deposition
pRPLC_033_33_B.raw
Data deposition
pRPLC_033_36_C.raw
Data deposition
pRPLC_034_26_A.raw
Data deposition
pRPLC_034_35_B.raw
Data deposition
pRPLC_034_36_C.raw
Data deposition
pRPLC_035_27_A.raw
Data deposition
pRPLC_035_31_B.raw
Data deposition
pRPLC_035_37_C.raw
Data deposition
pRPLC_036_28_A.raw
Data deposition
pRPLC_036_30_B.raw
Data deposition
pRPLC_036_37_C.raw
Data deposition
pRPLC_040_25_A.raw
Data deposition
pRPLC_040_29_B.raw
Data deposition
pRPLC_040_36_C.raw
Data deposition
pRPLC_041_25_A.raw
Data deposition
pRPLC_041_30_B.raw
Data deposition
pRPLC_041_37_C.raw
Data deposition
pRPLC_042_24_A.raw
Data deposition
pRPLC_042_27_B.raw
Data deposition
pRPLC_042_37_C.raw
Data deposition
pRPLC_043_27_A.raw
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pRPLC_043_38_B.raw
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pRPLC_043_39_C.raw
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pRPLC_044_30_A.raw
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pRPLC_044_36_B.raw
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pRPLC_044_38_C.raw
Data deposition
pRPLC_045_27_A.raw
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pRPLC_045_33_B.raw
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pRPLC_045_37_C.raw
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pRPLC_050_32_A.raw
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pRPLC_050_36_B.raw
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pRPLC_050_38_C.raw
Data deposition
pRPLC_051_27_A.raw
Data deposition
pRPLC_051_38_B.raw
Data deposition
pRPLC_051_39_C.raw
Data deposition
pRPLC_052_24_A.raw
Data deposition
pRPLC_052_36_B.raw
Data deposition
pRPLC_052_38_C.raw
Data deposition
pRPLC_054_32_A.raw
Data deposition
pRPLC_055_27_A.raw
Data deposition
pRPLC_055_35_B.raw
Data deposition
pRPLC_055_38_C.raw
Data deposition
pRPLC_056_25_A.raw
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pRPLC_056_37_B.raw
Data deposition
pRPLC_056_38_C.raw
Data deposition
pRPLC_057_27_A.raw
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pRPLC_057_36_B.raw
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pRPLC_057_38_C.raw
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pRPLC_063_30_A.raw
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pRPLC_063_38_B.raw
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pRPLC_063_40_C.raw
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pRPLC_065_27_A.raw
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pRPLC_065_38_B.raw
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pRPLC_067_30_A.raw
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pRPLC_067_37_B.raw
Data deposition
pRPLC_068_27_A.raw
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pRPLC_068_37_B.raw
Data deposition
pRPLC_068_39_C.raw
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pRPLC_072_24_A.raw
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pRPLC_072_36_B.raw
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pRPLC_072_38_C.raw
Data deposition
pRPLC_073_27_A.raw
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pRPLC_074_30_A.raw
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pRPLC_074_37_B.raw
Data deposition
pRPLC_074_38_C.raw
Data deposition
pRPLC_075_31_A.raw
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pRPLC_075_36_B.raw
Data deposition
pRPLC_075_38_C.raw
Data deposition
pRPLC_083_28_A.raw
Data deposition
pRPLC_083_36_B.raw
Data deposition
pRPLC_083_38_C.raw
Data deposition
pRPLC_086_30_A.raw
Data deposition
pRPLC_086_36_B.raw
Data deposition
pRPLC_087_30_A.raw
Data deposition
pRPLC_087_36_B.raw
Data deposition
pRPLC_087_37_C.raw
Data deposition
pRPLC_091_30_A.raw
Data deposition
pRPLC_091_37_B.raw
Data deposition
pRPLC_091_38_C.raw
Data deposition
pRPLC_093_27_A.raw
Data deposition
pRPLC_093_38_B.raw
Data deposition
pRPLC_093_39_C.raw
Data deposition
pRPLC_098_26_A.raw
Data deposition
pRPLC_098_36_B.raw
Data deposition
pRPLC_098_38_C.raw
Data deposition
pRPLC_099_24_A.raw
Data deposition
pRPLC_099_38_B.raw
Data deposition/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1951/3150 [2:26:39<59:04,  2.96s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1954/3150 [2:26:42<42:23,  2.13s/it]
pRPLC_099_39_C.raw
Data deposition
pRPLC_100_29_A.raw
Data deposition
pRPLC_100_37_B.raw
Data deposition
pRPLC_100_39_C.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 600 rows!
Extracted information for 600 samples.
Processing  ST002017
No raw data detected. Ignoring ST002017
Processing  ST000099
No raw data detected. Ignoring ST000099
Processing  ST002120
Initiating REDU-table generation for AN003471
Rest length is 229
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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X11.raw
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X12.raw
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X13.raw
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X14.raw
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X2.raw
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X27.raw
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Lung metabolite files
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 229 rows!
Extracted information for 229 samples.
Processing  ST001526
Initiating REDU-table generation for AN002547
Rest length is 185
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx 370550 raw files
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170807dngsa08_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1955/3150 [2:26:45<46:04,  2.31s/it]
mx 370550 raw files
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180529bJWsa22_2.cdf
mx 406058 raw files
180529bJWsa23_2.cdf
mx 406058 raw files
180529bJWsa24_2.cdf
mx 406058 raw files
180529bJWsa25_2.cdf
mx 406058 raw files
180529bJWsa26_2.cdf
mx 406058 raw files
180529bJWsa27_1.cdf
mx 406058 raw files
180529bJWsa28_1.cdf
mx 406058 raw files
180529bJWsa29_1.cdf
mx 406058 raw files
180529bJWsa30_1.cdf
mx 406058 raw files
180531bZKsa11_1.cdf
mx 406058 raw files
180531bZKsa12_1.cdf
mx 406058 raw files
180531bZKsa13_1.cdf
mx 406058 raw files
180531bZKsa14_1.cdf
mx 406058 raw files
180531bZKsa15_1.cdf
mx 406058 raw files
180531bZKsa16_1.cdf
mx 406058 raw files
180531bZKsa17_1.cdf
mx 406058 raw files
180531bZKsa18_1.cdf
mx 406058 raw files
180531bZKsa19_1.cdf
mx 406058 raw files
180531bZKsa20_1.cdf
mx 453632 raw files
190409cadsa01_1.cdf
mx 453632 raw files
190409cadsa02_1.cdf
mx 453632 raw files
190409cadsa03_1.cdf
mx 453632 raw files
190409cadsa04_1.cdf
mx 453632 raw files
190409cadsa05_1.cdf
mx 453632 raw files
190409cadsa06_1.cdf
mx 453632 raw files
190409cadsa07_1.cdf
mx 453632 raw files
190409cadsa08_1.cdf
mx 453632 raw files
190409cadsa09_1.cdf
mx 453632 raw files
190409cadsa10_1.cdf
mx 453632 raw files
190409cadsa11_1.cdf
mx 453632 raw files
190409cadsa12_1.cdf
mx 453632 raw files
190409cadsa13_1.cdf
mx 453632 raw files
190409cadsa14_1.cdf
mx 453632 raw files
190409cadsa15_1.cdf
mx 453632 raw files
190409cadsa16_1.cdf
mx 453632 raw files
190409cadsa17_1.cdf
mx 453632 raw files
190409cadsa18_1.cdf
mx 453632 raw files
190409cadsa19_1.cdf
mx 453632 raw files
190409cadsa20_1.cdf
mx 453632 raw files
190409cadsa21_1.cdf
mx 453632 raw files
190409cadsa22_1.cdf
mx 453632 raw files
190409cadsa24_1.cdf
mx 453632 raw files
190409cadsa25_1.cdf
mx 453632 raw files
190409cadsa26_1.cdf
mx 453632 raw files
190409cadsa27_1.cdf
mx 453632 raw files
190409cadsa28_1.cdf
mx 453632 raw files
190409cadsa29_1.cdf
mx 453632 raw files
190409cadsa30_1.cdf
mx 453632 raw files
190409cadsa31_1.cdf
mx 453632 raw files
190409cadsa32_1.cdf
mx 453632 raw files
190409cadsa33_1.cdf
mx 453632 raw files
190409cadsa34_1.cdf
mx 453632 raw files
190409cadsa35_1.cdf
mx 453632 raw files
190409cadsa36_1.cdf
mx 453632 raw files
190409cadsa37_1.cdf
mx 453632 raw files
190409cadsa38_1.cdf
mx 453632 raw files
190409cadsa39_1.cdf
mx 453632 raw files
190409cadsa40_1.cdf
mx 453632 raw files
190409cadsa41_1.cdf
mx 453632 raw files
190409cadsa43_1.cdf
mx 453632 raw files
190409cadsa44_1.cdf
mx 453632 raw files
190409cadsa45_1.cdf
mx 453632 raw files
190409cadsa46_1.cdf
mx 453632 raw files
190409cadsa47_1.cdf
mx 453632 raw files
190409cadsa48_1.cdf
mx 453632 raw files
190409cadsa49_1.cdf
mx 453632 raw files
190409cadsa50_1.cdf
mx 453632 raw files
190410cadsa01_1.cdf
mx 453632 raw files
190410cadsa02_1.cdf
mx 453632 raw files
190410cadsa03_1.cdf
mx 453632 raw files
190410cadsa04_1.cdf
mx 453632 raw files
190410cadsa05_1.cdf
mx 453632 raw files
190410cadsa06_1.cdf
mx 453632 raw files
190410cadsa07_1.cdf
mx 453632 raw files
190410cadsa08_1.cdf
mx 453632 raw files
190410cadsa09_1.cdf
mx 453632 raw files
190410cadsa10_1.cdf
mx 453632 raw files
190410cadsa11_1.cdf
mx 453632 raw files
190410cadsa12_1.cdf
mx 453632 raw files
190410cadsa13_1.cdf
mx 453632 raw files
190410cadsa14_1.cdf
mx 453632 raw files
190410cadsa15_1.cdf
mx 453632 raw files
190410cadsa16_1.cdf
mx 453632 raw files
190410cadsa17_1.cdf
mx 453632 raw files
190410cadsa18_1.cdf
mx 453632 raw files
190410cadsa19_1.cdf
mx 453632 raw files
190410cadsa20_1.cdf
mx 453632 raw files
190410cadsa21_1.cdf
mx 453632 raw files
190410cadsa23_1.cdf
mx 453632 raw files
190410cadsa24_1.cdf
mx 453632 raw files
190410cadsa25_1.cdf
mx 453632 raw files
190410cadsa26_1.cdf
mx 453632 raw files
190410cadsa27_1.cdf
mx 453632 raw files
190410cadsa28_1.cdf
mx 453632 raw files
190410cadsa29_1.cdf
mx 453632 raw files
190410cadsa30_1.cdf
mx 453632 raw files
190410cadsa31_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 181 rows!
Extracted information for 181 samples.
Processing  ST001466
No raw data detected. Ignoring ST001466
Processing  ST000292
Initiating REDU-table generation for AN000466
Rest length is 51
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/51 [00:00<?, ?it/s]

Mapping potential matches:  35%|███▌      | 18/51 [00:00<00:00, 177.82it/s]

Mapping potential matches:  71%|███████   | 36/51 [00:00<00:00, 176.95it/s]
Mapping potential matches: 100%|██████████| 51/51 [00:00<00:00, 177.56it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000467
Rest length is 51
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/51 [00:00<?, ?it/s]

Mapping potential matches:  35%|███▌      | 18/51 [00:00<00:00, 176.52it/s]

Mapping potential matches:  71%|███████   | 36/51 [00:00<00:00, 177.08it/s]
Mapping potential matches: 100%|██████████| 51/51 [00:00<00:00, 177.23it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1957/3150 [2:26:49<42:21,  2.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1958/3150 [2:26:52<45:00,  2.27s/it]
 62%|██████▏   | 1961/3150 [2:26:52<25:22,  1.28s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1964/3150 [2:26:56<25:03,  1.27s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000292
Data
raw files
neg
qe2_SBS_22_10[b4].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_11[b15].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_12[c6].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_13[c9].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_14[c13].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_15[b18].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_16[a8].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_17[b12].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_18[c10].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_19[b8].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_20[b14].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_21[b16].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_22[c15].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_23[b10].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_24[a18].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_30[a12].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_31[a10].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_32[c14].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_33[b13].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_34[c8].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_35[b3].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_36[b1].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_37[c4].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_38[c11].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_39[a6].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_40[c2].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_41[b11].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_42[a9].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_43[a2].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_44[c12].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_45[b17].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_46[a4].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_52[b7].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_53[a13].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_54[c17].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_55[a15].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_56[c3].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_57[a16].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_58[a1].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_59[c7].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_60[a11].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_61[a7].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_62[b6].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_63[a17].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_64[a3].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_65[b2].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_66[a14].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_67[c18].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_68[c16].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_69[b9].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_70[c1].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_71[a8].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_8[b9].mzXML
ST000292
Data
raw files
neg
qe2_SBS_22_9[c1].mzXML
ST000292
Data
raw files
pos
qe2_SBS_22_69[b9-DD].mzXML
ST000292
Data
raw files
pos
qe2_SBS_22_70[c1-DD].mzXML
ST000292
Data
raw files
pos
qe2_SBS_22_71[a8-DD].mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 57 rows!
Extracted information for 57 samples.
Processing  ST002385
Initiating REDU-table generation for AN003885
Rest length is 19
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003886
Rest length is 19
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
PO1.raw
MyData
PO2.raw
MyData
PO3.raw
MyData
PO4.raw
MyData
PO5.raw
MyData
PO6.raw
MyData
PO7.raw
MyData
PS1.raw
MyData
PS10.raw
MyData
PS11.raw
MyData
PS12.raw
MyData
PS2.raw
MyData
PS3.raw
MyData
PS4.raw
MyData
PS5.raw
MyData
PS6.raw
MyData
PS7.raw
MyData
PS8.raw
MyData
PS9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 19 rows!
Extracted information for 19 samples.
Processing  ST001017
No raw data detected. Ignoring ST001017
Processing  ST000232
No raw data detected. Ignoring ST000232
Processing  ST000601
No raw data detected. Ignoring ST000601
Processing  ST002365
No raw data detected. Ignoring ST002365
Processing  ST000695
No raw data detected. Ignoring ST000695
Processing  ST003090
Initiating REDU-table generation for AN005054
Rest length is 9
raw file key found.
Initiating REDU-table generation for AN005055
Rest length is 9
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20211112 TACAN_Neg
Mock_1.mzXML
20211112 TACAN_Neg
Mock_2.mzXML
20211112 TACAN_Neg
Mock_3.mzXML
20211112 TACAN_Neg
TMEM120A_1.mzXML
20211112 TACAN_Neg
TMEM120A_2.mzXML
20211112 TACAN_Neg
TMEM120A_3.mzXML
20211112 TACAN_Neg
TMEM120B_1.mzXML
20211112 TACAN_Neg
TMEM120B_2.mzXML
20211112 TACAN_Neg
TMEM120B_3.mzXML
20211112 TACAN_Pos
Mock_1.mzXML
20211112 TACAN_Pos
Mock_2.mzXML
20211112 TACAN_Pos
Mock_3.mzXML
20211112 TACAN_Pos
TMEM120A_1.mzXML
20211112 TACAN_Pos
TMEM120A_2.mzXML
20211112 TACAN_Pos
TMEM120A_3.mzXML
20211112 TACAN_Pos
TMEM120B_1.mzXML
20211112 TACAN_Pos
TMEM120B_2.mzXML
20211112 TACAN_Pos
TMEM120B_3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000347
No raw data detected. Ignoring ST000347
Processing  ST000923
Initiating REDU-table generation for AN001513
Rest length is 546
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/546 [00:00<?, ?it/s]

Mapping potential matches:   0%|          | 2/546 [00:00<00:52, 10.38it/s]

Mapping potential matches:   1%|          | 4/546 [00:00<00:52, 10.41it/s]

Mapping potential matches:   1%|          | 6/546 [00:00<00:51, 10.43it/s]

Mapping potential matches:   1%|▏         | 8/546 [00:00<00:51, 10.46it/s]

Mapping potential matches:   2%|▏         | 10/546 [00:00<00:50, 10.54it/s]

Mapping potential matches:   2%|▏         | 12/546 [00:01<00:50, 10.59it/s]

Mapping potential matches:   3%|▎         | 14/546 [00:01<00:49, 10.67it/s]

Mapping potential matches:   3%|▎         | 16/546 [00:01<00:50, 10.58it/s]

Mapping potential matches:   3%|▎         | 18/546 [00:01<00:49, 10.60it/s]

Mapping potential matches:   4%|▎         | 20/546 [00:01<00:49, 10.60it/s]

Mapping potential matches:   4%|▍         | 22/546 [00:02<00:49, 10.59it/s]

Mapping potential matches:   4%|▍         | 24/546 [00:02<00:48, 10.67it/s]

Mapping potential matches:   5%|▍         | 26/546 [00:02<00:49, 10.60it/s]

Mapping potential matches:   5%|▌         | 28/546 [00:02<00:48, 10.57it/s]

Mapping potential matches:   5%|▌         | 30/546 [00:02<00:48, 10.59it/s]

Mapping potential matches:   6%|▌         | 32/546 [00:03<00:48, 10.65it/s]

Mapping potential matches:   6%|▌         | 34/546 [00:03<00:48, 10.64it/s]

Mapping potential matches:   7%|▋         | 36/546 [00:03<00:47, 10.66it/s]

Mapping potential matches:   7%|▋         | 38/546 [00:03<00:47, 10.68it/s]

Mapping potential matches:   7%|▋         | 40/546 [00:03<00:47, 10.73it/s]

Mapping potential matches:   8%|▊         | 42/546 [00:03<00:47, 10.72it/s]

Mapping potential matches:   8%|▊         | 44/546 [00:04<00:46, 10.73it/s]

Mapping potential matches:   8%|▊         | 46/546 [00:04<00:46, 10.72it/s]

Mapping potential matches:   9%|▉         | 48/546 [00:04<00:46, 10.67it/s]

Mapping potential matches:   9%|▉         | 50/546 [00:04<00:46, 10.57it/s]

Mapping potential matches:  10%|▉         | 52/546 [00:04<00:46, 10.55it/s]

Mapping potential matches:  10%|▉         | 54/546 [00:05<00:46, 10.61it/s]

Mapping potential matches:  10%|█         | 56/546 [00:05<00:46, 10.59it/s]

Mapping potential matches:  11%|█         | 58/546 [00:05<00:46, 10.58it/s]

Mapping potential matches:  11%|█         | 60/546 [00:05<00:45, 10.59it/s]

Mapping potential matches:  11%|█▏        | 62/546 [00:05<00:45, 10.59it/s]

Mapping potential matches:  12%|█▏        | 64/546 [00:06<00:45, 10.65it/s]

Mapping potential matches:  12%|█▏        | 66/546 [00:06<00:45, 10.63it/s]

Mapping potential matches:  12%|█▏        | 68/546 [00:06<00:45, 10.59it/s]

Mapping potential matches:  13%|█▎        | 70/546 [00:06<00:44, 10.67it/s]

Mapping potential matches:  13%|█▎        | 72/546 [00:06<00:44, 10.69it/s]

Mapping potential matches:  14%|█▎        | 74/546 [00:06<00:43, 10.78it/s]

Mapping potential matches:  14%|█▍        | 76/546 [00:07<00:43, 10.81it/s]

Mapping potential matches:  14%|█▍        | 78/546 [00:07<00:43, 10.77it/s]

Mapping potential matches:  15%|█▍        | 80/546 [00:07<00:43, 10.65it/s]

Mapping potential matches:  15%|█▌        | 82/546 [00:07<00:44, 10.54it/s]

Mapping potential matches:  15%|█▌        | 84/546 [00:07<00:43, 10.60it/s]

Mapping potential matches:  16%|█▌        | 86/546 [00:08<00:43, 10.62it/s]

Mapping potential matches:  16%|█▌        | 88/546 [00:08<00:43, 10.59it/s]

Mapping potential matches:  16%|█▋        | 90/546 [00:08<00:43, 10.59it/s]

Mapping potential matches:  17%|█▋        | 92/546 [00:08<00:43, 10.51it/s]

Mapping potential matches:  17%|█▋        | 94/546 [00:08<00:43, 10.46it/s]

Mapping potential matches:  18%|█▊        | 96/546 [00:09<00:42, 10.49it/s]

Mapping potential matches:  18%|█▊        | 98/546 [00:09<00:42, 10.52it/s]

Mapping potential matches:  18%|█▊        | 100/546 [00:09<00:42, 10.48it/s]

Mapping potential matches:  19%|█▊        | 102/546 [00:09<00:42, 10.48it/s]

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Mapping potential matches: 100%|██████████| 546/546 [00:50<00:00, 11.18it/s]
Mapping potential matches: 100%|██████████| 546/546 [00:50<00:00, 10.80it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001514
Rest length is 546
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/546 [00:00<?, ?it/s]

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Mapping potential matches:   1%|          | 4/546 [00:00<00:51, 10.45it/s]

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Mapping potential matches: 100%|██████████| 546/546 [00:51<00:00, 10.64it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001515
Rest length is 546
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/546 [00:00<?, ?it/s]

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analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001516
Rest length is 546
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


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Mapping potential matches:  54%|█████▍    | 296/546 [00:27<00:23, 10.70it/s]

Mapping potential matches:  55%|█████▍    | 298/546 [00:27<00:23, 10.73it/s]

Mapping potential matches:  55%|█████▍    | 300/546 [00:27<00:22, 10.76it/s]

Mapping potential matches:  55%|█████▌    | 302/546 [00:28<00:22, 10.82it/s]

Mapping potential matches:  56%|█████▌    | 304/546 [00:28<00:22, 10.80it/s]

Mapping potential matches:  56%|█████▌    | 306/546 [00:28<00:22, 10.78it/s]

Mapping potential matches:  56%|█████▋    | 308/546 [00:28<00:22, 10.79it/s]

Mapping potential matches:  57%|█████▋    | 310/546 [00:28<00:21, 10.77it/s]

Mapping potential matches:  57%|█████▋    | 312/546 [00:28<00:21, 10.78it/s]

Mapping potential matches:  58%|█████▊    | 314/546 [00:29<00:21, 10.80it/s]

Mapping potential matches:  58%|█████▊    | 316/546 [00:29<00:21, 10.83it/s]

Mapping potential matches:  58%|█████▊    | 318/546 [00:29<00:20, 10.86it/s]

Mapping potential matches:  59%|█████▊    | 320/546 [00:29<00:20, 10.88it/s]

Mapping potential matches:  59%|█████▉    | 322/546 [00:29<00:20, 10.87it/s]

Mapping potential matches:  59%|█████▉    | 324/546 [00:30<00:20, 10.95it/s]

Mapping potential matches:  60%|█████▉    | 326/546 [00:30<00:20, 10.93it/s]

Mapping potential matches:  60%|██████    | 328/546 [00:30<00:19, 10.90it/s]

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Mapping potential matches:  61%|██████    | 332/546 [00:30<00:19, 10.92it/s]

Mapping potential matches:  61%|██████    | 334/546 [00:30<00:19, 10.89it/s]

Mapping potential matches:  62%|██████▏   | 336/546 [00:31<00:19, 10.87it/s]

Mapping potential matches:  62%|██████▏   | 338/546 [00:31<00:19, 10.86it/s]

Mapping potential matches:  62%|██████▏   | 340/546 [00:31<00:18, 10.88it/s]

Mapping potential matches:  63%|██████▎   | 342/546 [00:31<00:18, 10.89it/s]

Mapping potential matches:  63%|██████▎   | 344/546 [00:31<00:18, 10.88it/s]

Mapping potential matches:  63%|██████▎   | 346/546 [00:32<00:18, 10.65it/s]

Mapping potential matches:  64%|██████▎   | 348/546 [00:32<00:18, 10.54it/s]

Mapping potential matches:  64%|██████▍   | 350/546 [00:32<00:18, 10.61it/s]

Mapping potential matches:  64%|██████▍   | 352/546 [00:32<00:18, 10.61it/s]

Mapping potential matches:  65%|██████▍   | 354/546 [00:32<00:18, 10.66it/s]

Mapping potential matches:  65%|██████▌   | 356/546 [00:33<00:18, 10.46it/s]

Mapping potential matches:  66%|██████▌   | 358/546 [00:33<00:18, 10.37it/s]

Mapping potential matches:  66%|██████▌   | 360/546 [00:33<00:17, 10.54it/s]

Mapping potential matches:  66%|██████▋   | 362/546 [00:33<00:17, 10.59it/s]

Mapping potential matches:  67%|██████▋   | 364/546 [00:33<00:17, 10.65it/s]

Mapping potential matches:  67%|██████▋   | 366/546 [00:33<00:16, 10.71it/s]

Mapping potential matches:  67%|██████▋   | 368/546 [00:34<00:16, 10.72it/s]

Mapping potential matches:  68%|██████▊   | 370/546 [00:34<00:16, 10.70it/s]

Mapping potential matches:  68%|██████▊   | 372/546 [00:34<00:16, 10.74it/s]

Mapping potential matches:  68%|██████▊   | 374/546 [00:34<00:15, 10.75it/s]

Mapping potential matches:  69%|██████▉   | 376/546 [00:34<00:15, 10.80it/s]

Mapping potential matches:  69%|██████▉   | 378/546 [00:35<00:15, 10.82it/s]

Mapping potential matches:  70%|██████▉   | 380/546 [00:35<00:15, 10.79it/s]

Mapping potential matches:  70%|██████▉   | 382/546 [00:35<00:15, 10.83it/s]

Mapping potential matches:  70%|███████   | 384/546 [00:35<00:14, 10.81it/s]

Mapping potential matches:  71%|███████   | 386/546 [00:35<00:14, 10.83it/s]

Mapping potential matches:  71%|███████   | 388/546 [00:36<00:14, 10.88it/s]

Mapping potential matches:  71%|███████▏  | 390/546 [00:36<00:14, 10.90it/s]

Mapping potential matches:  72%|███████▏  | 392/546 [00:36<00:14, 10.91it/s]

Mapping potential matches:  72%|███████▏  | 394/546 [00:36<00:13, 10.93it/s]

Mapping potential matches:  73%|███████▎  | 396/546 [00:36<00:13, 10.93it/s]

Mapping potential matches:  73%|███████▎  | 398/546 [00:36<00:13, 10.90it/s]

Mapping potential matches:  73%|███████▎  | 400/546 [00:37<00:13, 10.87it/s]

Mapping potential matches:  74%|███████▎  | 402/546 [00:37<00:13, 10.68it/s]

Mapping potential matches:  74%|███████▍  | 404/546 [00:37<00:13, 10.33it/s]

Mapping potential matches:  74%|███████▍  | 406/546 [00:37<00:13, 10.39it/s]

Mapping potential matches:  75%|███████▍  | 408/546 [00:37<00:13, 10.56it/s]

Mapping potential matches:  75%|███████▌  | 410/546 [00:38<00:12, 10.64it/s]

Mapping potential matches:  75%|███████▌  | 412/546 [00:38<00:12, 10.67it/s]

Mapping potential matches:  76%|███████▌  | 414/546 [00:38<00:12, 10.67it/s]

Mapping potential matches:  76%|███████▌  | 416/546 [00:38<00:12, 10.67it/s]

Mapping potential matches:  77%|███████▋  | 418/546 [00:38<00:12, 10.62it/s]

Mapping potential matches:  77%|███████▋  | 420/546 [00:39<00:11, 10.57it/s]

Mapping potential matches:  77%|███████▋  | 422/546 [00:39<00:11, 10.63it/s]

Mapping potential matches:  78%|███████▊  | 424/546 [00:39<00:11, 10.61it/s]

Mapping potential matches:  78%|███████▊  | 426/546 [00:39<00:11, 10.65it/s]

Mapping potential matches:  78%|███████▊  | 428/546 [00:39<00:11, 10.62it/s]

Mapping potential matches:  79%|███████▉  | 430/546 [00:39<00:10, 10.63it/s]

Mapping potential matches:  79%|███████▉  | 432/546 [00:40<00:10, 10.63it/s]

Mapping potential matches:  79%|███████▉  | 434/546 [00:40<00:10, 10.66it/s]

Mapping potential matches:  80%|███████▉  | 436/546 [00:40<00:10, 10.67it/s]

Mapping potential matches:  80%|████████  | 438/546 [00:40<00:10, 10.68it/s]

Mapping potential matches:  81%|████████  | 440/546 [00:40<00:09, 10.62it/s]

Mapping potential matches:  81%|████████  | 442/546 [00:41<00:09, 10.70it/s]

Mapping potential matches:  81%|████████▏ | 444/546 [00:41<00:09, 10.74it/s]

Mapping potential matches:  82%|████████▏ | 446/546 [00:41<00:09, 10.71it/s]

Mapping potential matches:  82%|████████▏ | 448/546 [00:41<00:09, 10.64it/s]

Mapping potential matches:  82%|████████▏ | 450/546 [00:41<00:09, 10.47it/s]

Mapping potential matches:  83%|████████▎ | 452/546 [00:42<00:09, 10.36it/s]

Mapping potential matches:  83%|████████▎ | 454/546 [00:42<00:08, 10.45it/s]

Mapping potential matches:  84%|████████▎ | 456/546 [00:42<00:08, 10.28it/s]

Mapping potential matches:  84%|████████▍ | 458/546 [00:42<00:08, 10.40it/s]

Mapping potential matches:  84%|████████▍ | 460/546 [00:42<00:08, 10.48it/s]

Mapping potential matches:  85%|████████▍ | 462/546 [00:42<00:07, 10.56it/s]

Mapping potential matches:  85%|████████▍ | 464/546 [00:43<00:07, 10.58it/s]

Mapping potential matches:  85%|████████▌ | 466/546 [00:43<00:07, 10.62it/s]

Mapping potential matches:  86%|████████▌ | 468/546 [00:43<00:07, 10.69it/s]

Mapping potential matches:  86%|████████▌ | 470/546 [00:43<00:07, 10.76it/s]

Mapping potential matches:  86%|████████▋ | 472/546 [00:43<00:06, 10.79it/s]

Mapping potential matches:  87%|████████▋ | 474/546 [00:44<00:06, 10.81it/s]

Mapping potential matches:  87%|████████▋ | 476/546 [00:44<00:06, 10.76it/s]

Mapping potential matches:  88%|████████▊ | 478/546 [00:44<00:06, 10.78it/s]

Mapping potential matches:  88%|████████▊ | 480/546 [00:44<00:06, 10.78it/s]

Mapping potential matches:  88%|████████▊ | 482/546 [00:44<00:05, 10.81it/s]

Mapping potential matches:  89%|████████▊ | 484/546 [00:45<00:05, 10.81it/s]

Mapping potential matches:  89%|████████▉ | 486/546 [00:45<00:05, 10.79it/s]

Mapping potential matches:  89%|████████▉ | 488/546 [00:45<00:05, 10.77it/s]

Mapping potential matches:  90%|████████▉ | 490/546 [00:45<00:05, 10.75it/s]

Mapping potential matches:  90%|█████████ | 492/546 [00:45<00:05, 10.76it/s]

Mapping potential matches:  90%|█████████ | 494/546 [00:45<00:04, 10.91it/s]

Mapping potential matches:  91%|█████████ | 496/546 [00:46<00:04, 10.98it/s]

Mapping potential matches:  91%|█████████ | 498/546 [00:46<00:04, 11.00it/s]

Mapping potential matches:  92%|█████████▏| 500/546 [00:46<00:04, 11.08it/s]

Mapping potential matches:  92%|█████████▏| 502/546 [00:46<00:03, 11.10it/s]

Mapping potential matches:  92%|█████████▏| 504/546 [00:46<00:03, 11.14it/s]

Mapping potential matches:  93%|█████████▎| 506/546 [00:47<00:03, 11.13it/s]

Mapping potential matches:  93%|█████████▎| 508/546 [00:47<00:03, 11.07it/s]

Mapping potential matches:  93%|█████████▎| 510/546 [00:47<00:03, 11.04it/s]

Mapping potential matches:  94%|█████████▍| 512/546 [00:47<00:03, 11.09it/s]

Mapping potential matches:  94%|█████████▍| 514/546 [00:47<00:02, 11.13it/s]

Mapping potential matches:  95%|█████████▍| 516/546 [00:47<00:02, 11.21it/s]

Mapping potential matches:  95%|█████████▍| 518/546 [00:48<00:02, 11.13it/s]

Mapping potential matches:  95%|█████████▌| 520/546 [00:48<00:02, 11.06it/s]

Mapping potential matches:  96%|█████████▌| 522/546 [00:48<00:02, 11.03it/s]

Mapping potential matches:  96%|█████████▌| 524/546 [00:48<00:01, 11.01it/s]

Mapping potential matches:  96%|█████████▋| 526/546 [00:48<00:01, 10.97it/s]

Mapping potential matches:  97%|█████████▋| 528/546 [00:49<00:01, 10.98it/s]

Mapping potential matches:  97%|█████████▋| 530/546 [00:49<00:01, 10.99it/s]

Mapping potential matches:  97%|█████████▋| 532/546 [00:49<00:01, 11.03it/s]

Mapping potential matches:  98%|█████████▊| 534/546 [00:49<00:01, 11.04it/s]

Mapping potential matches:  98%|█████████▊| 536/546 [00:49<00:00, 10.99it/s]

Mapping potential matches:  99%|█████████▊| 538/546 [00:49<00:00, 11.01it/s]

Mapping potential matches:  99%|█████████▉| 540/546 [00:50<00:00, 10.95it/s]

Mapping potential matches:  99%|█████████▉| 542/546 [00:50<00:00, 10.90it/s]

Mapping potential matches: 100%|█████████▉| 544/546 [00:50<00:00, 10.88it/s]

Mapping potential matches: 100%|██████████| 546/546 [00:50<00:00, 10.95it/s]
Mapping potential matches: 100%|██████████| 546/546 [00:50<00:00, 10.78it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HMP2_C18-neg
C18n_rawData
0001_XAV_iHMP2_FFA_SM-6JWO4.raw
HMP2_C18-neg
C18n_rawData
0002_XAV_iHMP2_FFA_SM-7CRWL.raw
HMP2_C18-neg
C18n_rawData
0003_XAV_iHMP2_FFA_SM-73BN6.raw
HMP2_C18-neg
C18n_rawData
0004_XAV_iHMP2_FFA_SM-9PPUW.raw
HMP2_C18-neg
C18n_rawData
0005_XAV_iHMP2_FFA_SM-7IWFL.raw
HMP2_C18-neg
C18n_rawData
0006_XAV_iHMP2_FFA_SM-6X9WE.raw
HMP2_C18-neg
C18n_rawData
0007_XAV_iHMP2_FFA_SM-9WOBT.raw
HMP2_C18-neg
C18n_rawData
0008_XAV_iHMP2_FFA_SM-7IL14.raw
HMP2_C18-neg
C18n_rawData
0009_XAV_iHMP2_FFA_SM-71WXD.raw
HMP2_C18-neg
C18n_rawData
0010_XAV_iHMP2_FFA_SM-7BF1T.raw
HMP2_C18-neg
C18n_rawData
0011_XAV_iHMP2_FFA_SM-A5QNE.raw
HMP2_C18-neg
C18n_rawData
0012_XAV_iHMP2_FFA_SM-6WU1I.raw
HMP2_C18-neg
C18n_rawData
0013_XAV_iHMP2_FFA_SM-A312T.raw
HMP2_C18-neg
C18n_rawData
0014_XAV_iHMP2_FFA_SM-7ED9N.raw
HMP2_C18-neg
C18n_rawData
0015_XAV_iHMP2_FFA_SM-9QMN9.raw
HMP2_C18-neg
C18n_rawData
0016_XAV_iHMP2_FFA_SM-72ZHG.raw
HMP2_C18-neg
C18n_rawData
0017_XAV_iHMP2_FFA_SM-AVPGV.raw
HMP2_C18-neg
C18n_rawData
0018_XAV_iHMP2_FFA_SM-B58G1.raw
HMP2_C18-neg
C18n_rawData
0019_XAV_iHMP2_FFA_SM-9W3AD.raw
HMP2_C18-neg
C18n_rawData
0020_XAV_iHMP2_FFA_SM-9ZEPA.raw
HMP2_C18-neg
C18n_rawData
0021_XAV_iHMP2_FFA_SM-9QVK2.raw
HMP2_C18-neg
C18n_rawData
0022_XAV_iHMP2_FFA_SM-A7J1X.raw
HMP2_C18-neg
C18n_rawData
0023_XAV_iHMP2_FFA_SM-AFCKH.raw
HMP2_C18-neg
C18n_rawData
0024_XAV_iHMP2_FFA_SM-6CAJC.raw
HMP2_C18-neg
C18n_rawData
0025_XAV_iHMP2_FFA_SM-7HXJO.raw
HMP2_C18-neg
C18n_rawData
0026_XAV_iHMP2_FFA_SM-6ZEU8.raw
HMP2_C18-neg
C18n_rawData
0027_XAV_iHMP2_FFA_SM-77FXR.raw
HMP2_C18-neg
C18n_rawData
0028_XAV_iHMP2_FFA_SM-5Q4W7.raw
HMP2_C18-neg
C18n_rawData
0029_XAV_iHMP2_FFA_SM-5ZNHM.raw
HMP2_C18-neg
C18n_rawData
0030_XAV_iHMP2_FFA_SM-6KUCT.raw
HMP2_C18-neg
C18n_rawData
0031_XAV_iHMP2_FFA_SM-9SKIL.raw
HMP2_C18-neg
C18n_rawData
0032_XAV_iHMP2_FFA_SM-ACTOF.raw
HMP2_C18-neg
C18n_rawData
0033_XAV_iHMP2_FFA_SM-A7J1L.raw
HMP2_C18-neg
C18n_rawData
0034_XAV_iHMP2_FFA_SM-A5A1R.raw
HMP2_C18-neg
C18n_rawData
0035_XAV_iHMP2_FFA_SM-9XIOJ.raw
HMP2_C18-neg
C18n_rawData
0036_XAV_iHMP2_FFA_SM-7DGUW.raw
HMP2_C18-neg
C18n_rawData
0037_XAV_iHMP2_FFA_SM-7IWEO.raw
HMP2_C18-neg
C18n_rawData
0038_XAV_iHMP2_FFA_SM-9Y4AC.raw
HMP2_C18-neg
C18n_rawData
0039_XAV_iHMP2_FFA_SM-76C9O.raw
HMP2_C18-neg
C18n_rawData
0040_XAV_iHMP2_FFA_SM-7CP34.raw
HMP2_C18-neg
C18n_rawData
0041_XAV_iHMP2_FFA_SM-9PJ1E.raw
HMP2_C18-neg
C18n_rawData
0042_XAV_iHMP2_FFA_SM-9RTV8.raw
HMP2_C18-neg
C18n_rawData
0043_XAV_iHMP2_FFA_SM-6ZKSA.raw
HMP2_C18-neg
C18n_rawData
0044_XAV_iHMP2_FFA_SM-791B7.raw
HMP2_C18-neg
C18n_rawData
0045_XAV_iHMP2_FFA_SM-A373R.raw
HMP2_C18-neg
C18n_rawData
0046_XAV_iHMP2_FFA_SM-7M8SE.raw
HMP2_C18-neg
C18n_rawData
0047_XAV_iHMP2_FFA_SM-7GYIA.raw
HMP2_C18-neg
C18n_rawData
0048_XAV_iHMP2_FFA_SM-9OS8G.raw
HMP2_C18-neg
C18n_rawData
0049_XAV_iHMP2_FFA_SM-7BP5C.raw
HMP2_C18-neg
C18n_rawData
0050_XAV_iHMP2_FFA_SM-A62BX.raw
HMP2_C18-neg
C18n_rawData
0051_XAV_iHMP2_FFA_SM-9WOBP.raw
HMP2_C18-neg
C18n_rawData
0052_XAV_iHMP2_FFA_SM-7H4HL.raw
HMP2_C18-neg
C18n_rawData
0053_XAV_iHMP2_FFA_SM-71WXX.raw
HMP2_C18-neg
C18n_rawData
0054_XAV_iHMP2_FFA_SM-7H4GS.raw
HMP2_C18-neg
C18n_rawData
0055_XAV_iHMP2_FFA_SM-AADL1.raw
HMP2_C18-neg
C18n_rawData
0056_XAV_iHMP2_FFA_SM-9YHLB.raw
HMP2_C18-neg
C18n_rawData
0057_XAV_iHMP2_FFA_SM-9OS7Z.raw
HMP2_C18-neg
C18n_rawData
0058_XAV_iHMP2_FFA_SM-BYMCC.raw
HMP2_C18-neg
C18n_rawData
0059_XAV_iHMP2_FFA_SM-CQEDG.raw
HMP2_C18-neg
C18n_rawData
0060_XAV_iHMP2_FFA_SM-CLM5L.raw
HMP2_C18-neg
C18n_rawData
0061_XAV_iHMP2_FFA_SM-AN5FR.raw
HMP2_C18-neg
C18n_rawData
0062_XAV_iHMP2_FFA_SM-ARWVG.raw
HMP2_C18-neg
C18n_rawData
0063_XAV_iHMP2_FFA_SM-AHF2E.raw
HMP2_C18-neg
C18n_rawData
0064_XAV_iHMP2_FFA_SM-7EDA8.raw
HMP2_C18-neg
C18n_rawData
0065_XAV_iHMP2_FFA_SM-A1ZUY.raw
HMP2_C18-neg
C18n_rawData
0066_XAV_iHMP2_FFA_SM-7KMR8.raw
HMP2_C18-neg
C18n_rawData
0067_XAV_iHMP2_FFA_SM-ACTNY.raw
HMP2_C18-neg
C18n_rawData
0068_XAV_iHMP2_FFA_SM-791B3.raw
HMP2_C18-neg
C18n_rawData
0069_XAV_iHMP2_FFA_SM-9OS5Y.raw
HMP2_C18-neg
C18n_rawData
0070_XAV_iHMP2_FFA_SM-71WX9.raw
HMP2_C18-neg
C18n_rawData
0071_XAV_iHMP2_FFA_SM-9JUD6.raw
HMP2_C18-neg
C18n_rawData
0072_XAV_iHMP2_FFA_SM-A5QN2.raw
HMP2_C18-neg
C18n_rawData
0073_XAV_iHMP2_FFA_SM-9VW8X.raw
HMP2_C18-neg
C18n_rawData
0074_XAV_iHMP2_FFA_SM-7CP2Z.raw
HMP2_C18-neg
C18n_rawData
0075_XAV_iHMP2_FFA_SM-7GYHH.raw
HMP2_C18-neg
C18n_rawData
0076_XAV_iHMP2_FFA_SM-9PJ16.raw
HMP2_C18-neg
C18n_rawData
0077_XAV_iHMP2_FFA_SM-AGUN5.raw
HMP2_C18-neg
C18n_rawData
0078_XAV_iHMP2_FFA_SM-9W7W8.raw
HMP2_C18-neg
C18n_rawData
0079_XAV_iHMP2_FFA_SM-A9VSE.raw
HMP2_C18-neg
C18n_rawData
0080_XAV_iHMP2_FFA_SM-AW574.raw
HMP2_C18-neg
C18n_rawData
0081_XAV_iHMP2_FFA_SM-6BKS1.raw
HMP2_C18-neg
C18n_rawData
0082_XAV_iHMP2_FFA_SM-74Y7D.raw
HMP2_C18-neg
C18n_rawData
0083_XAV_iHMP2_FFA_SM-7H4H1.raw
HMP2_C18-neg
C18n_rawData
0084_XAV_iHMP2_FFA_SM-61U3T.raw
HMP2_C18-neg
C18n_rawData
0085_XAV_iHMP2_FFA_SM-6XNM3.raw
HMP2_C18-neg
C18n_rawData
0086_XAV_iHMP2_FFA_SM-AKTXS.raw
HMP2_C18-neg
C18n_rawData
0087_XAV_iHMP2_FFA_SM-CMUKP.raw
HMP2_C18-neg
C18n_rawData
0088_XAV_iHMP2_FFA_SM-AF6MI.raw
HMP2_C18-neg
C18n_rawData
0089_XAV_iHMP2_FFA_SM-A47RS.raw
HMP2_C18-neg
C18n_rawData
0090_XAV_iHMP2_FFA_SM-BZWMX.raw
HMP2_C18-neg
C18n_rawData
0091_XAV_iHMP2_FFA_SM-AVADD.raw
HMP2_C18-neg
C18n_rawData
0092_XAV_iHMP2_FFA_SM-6Q4FQ.raw
HMP2_C18-neg
C18n_rawData
0093_XAV_iHMP2_FFA_SM-5ZZL9.raw
HMP2_C18-neg
C18n_rawData
0094_XAV_iHMP2_FFA_SM-689SS.raw
HMP2_C18-neg
C18n_rawData
0095_XAV_iHMP2_FFA_SM-77M65.raw
HMP2_C18-neg
C18n_rawData
0096_XAV_iHMP2_FFA_SM-7B7LB.raw
HMP2_C18-neg
C18n_rawData
0097_XAV_iHMP2_FFA_SM-AG78Z.raw
HMP2_C18-neg
C18n_rawData
0098_XAV_iHMP2_FFA_SM-9KOPV.raw
HMP2_C18-neg
C18n_rawData
0099_XAV_iHMP2_FFA_SM-9SD8V.raw
HMP2_C18-neg
C18n_rawData
0100_XAV_iHMP2_FFA_SM-7IWF9.raw
HMP2_C18-neg
C18n_rawData
0101_XAV_iHMP2_FFA_SM-A3J7F.raw
HMP2_C18-neg
C18n_rawData
0102_XAV_iHMP2_FFA_SM-C1MZ3.raw
HMP2_C18-neg
C18n_rawData
0103_XAV_iHMP2_FFA_SM-CHS72.raw
HMP2_C18-neg
C18n_rawData
0104_XAV_iHMP2_FFA_SM-ARMBQ.raw
HMP2_C18-neg
C18n_rawData
0105_XAV_iHMP2_FFA_SM-AXTT4.raw
HMP2_C18-neg
C18n_rawData
0106_XAV_iHMP2_FFA_SM-A77UE.raw
HMP2_C18-neg
C18n_rawData
0107_XAV_iHMP2_FFA_SM-B1JOP.raw
HMP2_C18-neg
C18n_rawData
0108_XAV_iHMP2_FFA_SM-AG2E3.raw
HMP2_C18-neg
C18n_rawData
0109_XAV_iHMP2_FFA_SM-CTLFU.raw
HMP2_C18-neg
C18n_rawData
0110_XAV_iHMP2_FFA_SM-A18Z1.raw
HMP2_C18-neg
C18n_rawData
0111_XAV_iHMP2_FFA_SM-AF6MY.raw
HMP2_C18-neg
C18n_rawData
0112_XAV_iHMP2_FFA_SM-72PGN.raw
HMP2_C18-neg
C18n_rawData
0113_XAV_iHMP2_FFA_SM-7HNM8.raw
HMP2_C18-neg
C18n_rawData
0114_XAV_iHMP2_FFA_SM-9RTUR.raw
HMP2_C18-neg
C18n_rawData
0115_XAV_iHMP2_FFA_SM-7AA1S.raw
HMP2_C18-neg
C18n_rawData
0116_XAV_iHMP2_FFA_SM-6X9WA.raw
HMP2_C18-neg
C18n_rawData
0118_XAV_iHMP2_FFA_SM-74Y71.raw
HMP2_C18-neg
C18n_rawData
0119_XAV_iHMP2_FFA_SM-7FK4D.raw
HMP2_C18-neg
C18n_rawData
0120_XAV_iHMP2_FFA_SM-5QVZ9.raw
HMP2_C18-neg
C18n_rawData
0121_XAV_iHMP2_FFA_SM-6WOC1.raw
HMP2_C18-neg
C18n_rawData
0122_XAV_iHMP2_FFA_SM-5WXZX.raw
HMP2_C18-neg
C18n_rawData
0123_XAV_iHMP2_FFA_SM-71WXH.raw
HMP2_C18-neg
C18n_rawData
0124_XAV_iHMP2_FFA_SM-7BF22.raw
HMP2_C18-neg
C18n_rawData
0125_XAV_iHMP2_FFA_SM-9PJ1I.raw
HMP2_C18-neg
C18n_rawData
0126_XAV_iHMP2_FFA_SM-A61QG.raw
HMP2_C18-neg
C18n_rawData
0127_XAV_iHMP2_FFA_SM-9UW5S.raw
HMP2_C18-neg
C18n_rawData
0128_XAV_iHMP2_FFA_SM-7HAI4.raw
HMP2_C18-neg
C18n_rawData
0129_XAV_iHMP2_FFA_SM-6HUBR.raw
HMP2_C18-neg
C18n_rawData
0130_XAV_iHMP2_FFA_SM-9OS6B.raw
HMP2_C18-neg
C18n_rawData
0131_XAV_iHMP2_FFA_SM-6X9W6.raw
HMP2_C18-neg
C18n_rawData
0132_XAV_iHMP2_FFA_SM-7IKZB.raw
HMP2_C18-neg
C18n_rawData
0133_XAV_iHMP2_FFA_SM-73BMX.raw
HMP2_C18-neg
C18n_rawData
0134_XAV_iHMP2_FFA_SM-7EDAC.raw
HMP2_C18-neg
C18n_rawData
0135_XAV_iHMP2_FFA_SM-9ZE8P.raw
HMP2_C18-neg
C18n_rawData
0136_XAV_iHMP2_FFA_SM-CP6EO.raw
HMP2_C18-neg
C18n_rawData
0137_XAV_iHMP2_FFA_SM-A9F53.raw
HMP2_C18-neg
C18n_rawData
0138_XAV_iHMP2_FFA_SM-AXTSZ.raw
HMP2_C18-neg
C18n_rawData
0139_XAV_iHMP2_FFA_SM-AKTYH.raw
HMP2_C18-neg
C18n_rawData
0140_XAV_iHMP2_FFA_SM-7IKZF.raw
HMP2_C18-neg
C18n_rawData
0141_XAV_iHMP2_FFA_SM-7AMIH.raw
HMP2_C18-neg
C18n_rawData
0142_XAV_iHMP2_FFA_SM-6SF6T.raw
HMP2_C18-neg
C18n_rawData
0143_XAV_iHMP2_FFA_SM-9KOMO.raw
HMP2_C18-neg
C18n_rawData
0144_XAV_iHMP2_FFA_SM-9ZJII.raw
HMP2_C18-neg
C18n_rawData
0145_XAV_iHMP2_FFA_SM-6ZT2V.raw
HMP2_C18-neg
C18n_rawData
0146_XAV_iHMP2_FFA_SM-AGUMK.raw
HMP2_C18-neg
C18n_rawData
0147_XAV_iHMP2_FFA_SM-9W3AZ.raw
HMP2_C18-neg
C18n_rawData
0148_XAV_iHMP2_FFA_SM-7I1FM.raw
HMP2_C18-neg
C18n_rawData
0149_XAV_iHMP2_FFA_SM-A14CI.raw
HMP2_C18-neg
C18n_rawData
0150_XAV_iHMP2_FFA_SM-6ZT3W.raw
HMP2_C18-neg
C18n_rawData
0151_XAV_iHMP2_FFA_SM-9QMOR.raw
HMP2_C18-neg
C18n_rawData
0152_XAV_iHMP2_FFA_SM-6SSMY.raw
HMP2_C18-neg
C18n_rawData
0153_XAV_iHMP2_FFA_SM-7IL1S.raw
HMP2_C18-neg
C18n_rawData
0154_XAV_iHMP2_FFA_SM-9VWCQ.raw
HMP2_C18-neg
C18n_rawData
0155_XAV_iHMP2_FFA_SM-7AK5Y.raw
HMP2_C18-neg
C18n_rawData
0156_XAV_iHMP2_FFA_SM-6YAZN.raw
HMP2_C18-neg
C18n_rawData
0157_XAV_iHMP2_FFA_SM-7BF2I.raw
HMP2_C18-neg
C18n_rawData
0158_XAV_iHMP2_FFA_SM-65GXK.raw
HMP2_C18-neg
C18n_rawData
0159_XAV_iHMP2_FFA_SM-6MSSW.raw
HMP2_C18-neg
C18n_rawData
0160_XAV_iHMP2_FFA_SM-7GYJN.raw
HMP2_C18-neg
C18n_rawData
0161_XAV_iHMP2_FFA_SM-9ZA5V.raw
HMP2_C18-neg
C18n_rawData
0162_XAV_iHMP2_FFA_SM-72PHS.raw
HMP2_C18-neg
C18n_rawData
0163_XAV_iHMP2_FFA_SM-7K1WG.raw
HMP2_C18-neg
C18n_rawData
0164_XAV_iHMP2_FFA_SM-9SIJ5.raw
HMP2_C18-neg
C18n_rawData
0165_XAV_iHMP2_FFA_SM-6XRKG.raw
HMP2_C18-neg
C18n_rawData
0166_XAV_iHMP2_FFA_SM-7DN3V.raw
HMP2_C18-neg
C18n_rawData
0167_XAV_iHMP2_FFA_SM-9ZA1W.raw
HMP2_C18-neg
C18n_rawData
0168_XAV_iHMP2_FFA_SM-APR9M.raw
HMP2_C18-neg
C18n_rawData
0169_XAV_iHMP2_FFA_SM-A9J97.raw
HMP2_C18-neg
C18n_rawData
0170_XAV_iHMP2_FFA_SM-9P5FW.raw
HMP2_C18-neg
C18n_rawData
0171_XAV_iHMP2_FFA_SM-9UCZF.raw
HMP2_C18-neg
C18n_rawData
0172_XAV_iHMP2_FFA_SM-6X9W2.raw
HMP2_C18-neg
C18n_rawData
0173_XAV_iHMP2_FFA_SM-9JYAI.raw
HMP2_C18-neg
C18n_rawData
0174_XAV_iHMP2_FFA_SM-7BF15.raw
HMP2_C18-neg
C18n_rawData
0175_XAV_iHMP2_FFA_SM-7IKZN.raw
HMP2_C18-neg
C18n_rawData
0176_XAV_iHMP2_FFA_SM-727GQ.raw
HMP2_C18-neg
C18n_rawData
0177_XAV_iHMP2_FFA_SM-AGUND.raw
HMP2_C18-neg
C18n_rawData
0178_XAV_iHMP2_FFA_SM-ATVT8.raw
HMP2_C18-neg
C18n_rawData
0179_XAV_iHMP2_FFA_SM-9NBEP.raw
HMP2_C18-neg
C18n_rawData
0180_XAV_iHMP2_FFA_SM-A1ZVJ.raw
HMP2_C18-neg
C18n_rawData
0181_XAV_iHMP2_FFA_SM-9SIJB.raw
HMP2_C18-neg
C18n_rawData
0182_XAV_iHMP2_FFA_SM-APDY4.raw
HMP2_C18-neg
C18n_rawData
0183_XAV_iHMP2_FFA_SM-7I1G3.raw
HMP2_C18-neg
C18n_rawData
0184_XAV_iHMP2_FFA_SM-A77UY.raw
HMP2_C18-neg
C18n_rawData
0185_XAV_iHMP2_FFA_SM-9RD3K.raw
HMP2_C18-neg
C18n_rawData
0186_XAV_iHMP2_FFA_SM-5XHHR.raw
HMP2_C18-neg
C18n_rawData
0187_XAV_iHMP2_FFA_SM-7D34K.raw
HMP2_C18-neg
C18n_rawData
0188_XAV_iHMP2_FFA_SM-69UMY.raw
HMP2_C18-neg
C18n_rawData
0189_XAV_iHMP2_FFA_SM-6XTSU.raw
HMP2_C18-neg
C18n_rawData
0190_XAV_iHMP2_FFA_SM-6GH65.raw
HMP2_C18-neg
C18n_rawData
0191_XAV_iHMP2_FFA_SM-B4A4G.raw
HMP2_C18-neg
C18n_rawData
0192_XAV_iHMP2_FFA_SM-77VQ3.raw
HMP2_C18-neg
C18n_rawData
0193_XAV_iHMP2_FFA_SM-7I9GC.raw
HMP2_C18-neg
C18n_rawData
0194_XAV_iHMP2_FFA_SM-6ZJI9.raw
HMP2_C18-neg
C18n_rawData
0195_XAV_iHMP2_FFA_SM-63ZAH.raw
HMP2_C18-neg
C18n_rawData
0196_XAV_iHMP2_FFA_SM-6KUC9.raw
HMP2_C18-neg
C18n_rawData
0197_XAV_iHMP2_FFA_SM-9Y7CW.raw
HMP2_C18-neg
C18n_rawData
0198_XAV_iHMP2_FFA_SM-9OS63.raw
HMP2_C18-neg
C18n_rawData
0199_XAV_iHMP2_FFA_SM-7EDA4.raw
HMP2_C18-neg
C18n_rawData
0200_XAV_iHMP2_FFA_SM-ADYKC.raw
HMP2_C18-neg
C18n_rawData
0201_XAV_iHMP2_FFA_SM-7K1UO.raw
HMP2_C18-neg
C18n_rawData
0202_XAV_iHMP2_FFA_SM-A5A1N.raw
HMP2_C18-neg
C18n_rawData
0203_XAV_iHMP2_FFA_SM-AIRV5.raw
HMP2_C18-neg
C18n_rawData
0204_XAV_iHMP2_FFA_SM-9SIZM.raw
HMP2_C18-neg
C18n_rawData
0205_XAV_iHMP2_FFA_SM-AF6M6.raw
HMP2_C18-neg
C18n_rawData
0206_XAV_iHMP2_FFA_SM-A2BG6.raw
HMP2_C18-neg
C18n_rawData
0207_XAV_iHMP2_FFA_SM-7K1VZ.raw
HMP2_C18-neg
C18n_rawData
0208_XAV_iHMP2_FFA_SM-734R8.raw
HMP2_C18-neg
C18n_rawData
0209_XAV_iHMP2_FFA_SM-7J5TO.raw
HMP2_C18-neg
C18n_rawData
0210_XAV_iHMP2_FFA_SM-7CRWX.raw
HMP2_C18-neg
C18n_rawData
0211_XAV_iHMP2_FFA_SM-ACTNU.raw
HMP2_C18-neg
C18n_rawData
0212_XAV_iHMP2_FFA_SM-A2HYU.raw
HMP2_C18-neg
C18n_rawData
0213_XAV_iHMP2_FFA_SM-9P5FO.raw
HMP2_C18-neg
C18n_rawData
0214_XAV_iHMP2_FFA_SM-A1C87.raw
HMP2_C18-neg
C18n_rawData
0215_XAV_iHMP2_FFA_SM-79RAY.raw
HMP2_C18-neg
C18n_rawData
0216_XAV_iHMP2_FFA_SM-AAHYE.raw
HMP2_C18-neg
C18n_rawData
0217_XAV_iHMP2_FFA_SM-7GYHL.raw
HMP2_C18-neg
C18n_rawData
0218_XAV_iHMP2_FFA_SM-9NBDO.raw
HMP2_C18-neg
C18n_rawData
0219_XAV_iHMP2_FFA_SM-6ZT3C.raw
HMP2_C18-neg
C18n_rawData
0220_XAV_iHMP2_FFA_SM-7FHYA.raw
HMP2_C18-neg
C18n_rawData
0221_XAV_iHMP2_FFA_SM-9T55H.raw
HMP2_C18-neg
C18n_rawData
0222_XAV_iHMP2_FFA_SM-7CP2V.raw
HMP2_C18-neg
C18n_rawData
0223_XAV_iHMP2_FFA_SM-73JXD.raw
HMP2_C18-neg
C18n_rawData
0224_XAV_iHMP2_FFA_SM-6M2VX.raw
HMP2_C18-neg
C18n_rawData
0225_XAV_iHMP2_FFA_SM-6XJUC.raw
HMP2_C18-neg
C18n_rawData
0226_XAV_iHMP2_FFA_SM-A3744.raw
HMP2_C18-neg
C18n_rawData
0227_XAV_iHMP2_FFA_SM-AEB6U.raw
HMP2_C18-neg
C18n_rawData
0228_XAV_iHMP2_FFA_SM-9U26Q.raw
HMP2_C18-neg
C18n_rawData
0229_XAV_iHMP2_FFA_SM-AVADL.raw
HMP2_C18-neg
C18n_rawData
0230_XAV_iHMP2_FFA_SM-A5A1V.raw
HMP2_C18-neg
C18n_rawData
0231_XAV_iHMP2_FFA_SM-9ZK9F.raw
HMP2_C18-neg
C18n_rawData
0232_XAV_iHMP2_FFA_SM-ADICO.raw
HMP2_C18-neg
C18n_rawData
0233_XAV_iHMP2_FFA_SM-9R78F.raw
HMP2_C18-neg
C18n_rawData
0234_XAV_iHMP2_FFA_SM-6ZUH2.raw
HMP2_C18-neg
C18n_rawData
0235_XAV_iHMP2_FFA_SM-7NH6E.raw
HMP2_C18-neg
C18n_rawData
0236_XAV_iHMP2_FFA_SM-7AMI9.raw
HMP2_C18-neg
C18n_rawData
0237_XAV_iHMP2_FFA_SM-7I1FQ.raw
HMP2_C18-neg
C18n_rawData
0238_XAV_iHMP2_FFA_SM-6RB9P.raw
HMP2_C18-neg
C18n_rawData
0239_XAV_iHMP2_FFA_SM-7IL1G.raw
HMP2_C18-neg
C18n_rawData
0240_XAV_iHMP2_FFA_SM-6AXJO.raw
HMP2_C18-neg
C18n_rawData
0241_XAV_iHMP2_FFA_SM-6ZKT1.raw
HMP2_C18-neg
C18n_rawData
0242_XAV_iHMP2_FFA_SM-7BF2M.raw
HMP2_C18-neg
C18n_rawData
0243_XAV_iHMP2_FFA_SM-APDWQ.raw
HMP2_C18-neg
C18n_rawData
0244_XAV_iHMP2_FFA_SM-7I9G4.raw
HMP2_C18-neg
C18n_rawData
0245_XAV_iHMP2_FFA_SM-61YN5.raw
HMP2_C18-neg
C18n_rawData
0246_XAV_iHMP2_FFA_SM-6XJTN.raw
HMP2_C18-neg
C18n_rawData
0247_XAV_iHMP2_FFA_SM-76LBZ.raw
HMP2_C18-neg
C18n_rawData
0248_XAV_iHMP2_FFA_SM-6DRTP.raw
HMP2_C18-neg
C18n_rawData
0249_XAV_iHMP2_FFA_SM-9W7VZ.raw
HMP2_C18-neg
C18n_rawData
0250_XAV_iHMP2_FFA_SM-7F43P.raw
HMP2_C18-neg
C18n_rawData
0251_XAV_iHMP2_FFA_SM-77M5K.raw
HMP2_C18-neg
C18n_rawData
0252_XAV_iHMP2_FFA_SM-7K1V5.raw
HMP2_C18-neg
C18n_rawData
0253_XAV_iHMP2_FFA_SM-6ZJI5.raw
HMP2_C18-neg
C18n_rawData
0254_XAV_iHMP2_FFA_SM-A77UI.raw
HMP2_C18-neg
C18n_rawData
0255_XAV_iHMP2_FFA_SM-9J5IX.raw
HMP2_C18-neg
C18n_rawData
0256_XAV_iHMP2_FFA_SM-9SNJ8.raw
HMP2_C18-neg
C18n_rawData
0257_XAV_iHMP2_FFA_SM-AMR2U.raw
HMP2_C18-neg
C18n_rawData
0258_XAV_iHMP2_FFA_SM-9ZE8H.raw
HMP2_C18-neg
C18n_rawData
0259_XAV_iHMP2_FFA_SM-7CP2F.raw
HMP2_C18-neg
C18n_rawData
0260_XAV_iHMP2_FFA_SM-6Q4FM.raw
HMP2_C18-neg
C18n_rawData
0261_XAV_iHMP2_FFA_SM-71ZV9.raw
HMP2_C18-neg
C18n_rawData
0262_XAV_iHMP2_FFA_SM-7M36P.raw
HMP2_C18-neg
C18n_rawData
0263_XAV_iHMP2_FFA_SM-9WYEF.raw
HMP2_C18-neg
C18n_rawData
0264_XAV_iHMP2_FFA_SM-7I1G7.raw
HMP2_C18-neg
C18n_rawData
0265_XAV_iHMP2_FFA_SM-7BP5K.raw
HMP2_C18-neg
C18n_rawData
0266_XAV_iHMP2_FFA_SM-689O4.raw
HMP2_C18-neg
C18n_rawData
0267_XAV_iHMP2_FFA_SM-6ZEVH.raw
HMP2_C18-neg
C18n_rawData
0268_XAV_iHMP2_FFA_SM-6KUCD.raw
HMP2_C18-neg
C18n_rawData
0269_XAV_iHMP2_FFA_SM-9IT11.raw
HMP2_C18-neg
C18n_rawData
0270_XAV_iHMP2_FFA_SM-6FNW6.raw
HMP2_C18-neg
C18n_rawData
0271_XAV_iHMP2_FFA_SM-6ZEUG.raw
HMP2_C18-neg
C18n_rawData
0272_XAV_iHMP2_FFA_SM-77M69.raw
HMP2_C18-neg
C18n_rawData
0273_XAV_iHMP2_FFA_SM-7HXJW.raw
HMP2_C18-neg
C18n_rawData
0274_XAV_iHMP2_FFA_SM-6TO52.raw
HMP2_C18-neg
C18n_rawData
0275_XAV_iHMP2_FFA_SM-6OSOU.raw
HMP2_C18-neg
C18n_rawData
0276_XAV_iHMP2_FFA_SM-67WTX.raw
HMP2_C18-neg
C18n_rawData
0277_XAV_iHMP2_FFA_SM-6XTSQ.raw
HMP2_C18-neg
C18n_rawData
0278_XAV_iHMP2_FFA_SM-6EFPD.raw
HMP2_C18-neg
C18n_rawData
0279_XAV_iHMP2_FFA_SM-61NJ9.raw
HMP2_C18-neg
C18n_rawData
0280_XAV_iHMP2_FFA_SM-76EOD.raw
HMP2_C18-neg
C18n_rawData
0281_XAV_iHMP2_FFA_SM-7K1UW.raw
HMP2_C18-neg
C18n_rawData
0282_XAV_iHMP2_FFA_SM-6ZEVL.raw
HMP2_C18-neg
C18n_rawData
0283_XAV_iHMP2_FFA_SM-9JYA2.raw
HMP2_C18-neg
C18n_rawData
0284_XAV_iHMP2_FFA_SM-77FXF.raw
HMP2_C18-neg
C18n_rawData
0285_XAV_iHMP2_FFA_SM-9QVJX.raw
HMP2_C18-neg
C18n_rawData
0286_XAV_iHMP2_FFA_SM-7F1RS.raw
HMP2_C18-neg
C18n_rawData
0287_XAV_iHMP2_FFA_SM-A7J1H.raw
HMP2_C18-neg
C18n_rawData
0288_XAV_iHMP2_FFA_SM-9VWAW.raw
HMP2_C18-neg
C18n_rawData
0289_XAV_iHMP2_FFA_SM-9QMND.raw
HMP2_C18-neg
C18n_rawData
0290_XAV_iHMP2_FFA_SM-7RFYJ.raw
HMP2_C18-neg
C18n_rawData
0291_XAV_iHMP2_FFA_SM-AKTYL.raw
HMP2_C18-neg
C18n_rawData
0292_XAV_iHMP2_FFA_SM-ARMCB.raw
HMP2_C18-neg
C18n_rawData
0293_XAV_iHMP2_FFA_SM-7GFUX.raw
HMP2_C18-neg
C18n_rawData
0294_XAV_iHMP2_FFA_SM-6Y2UL.raw
HMP2_C18-neg
C18n_rawData
0295_XAV_iHMP2_FFA_SM-6MSSO.raw
HMP2_C18-neg
C18n_rawData
0296_XAV_iHMP2_FFA_SM-5ZNHS.raw
HMP2_C18-neg
C18n_rawData
0297_XAV_iHMP2_FFA_SM-7AA21.raw
HMP2_C18-neg
C18n_rawData
0298_XAV_iHMP2_FFA_SM-ADDF5.raw
HMP2_C18-neg
C18n_rawData
0301_XAV_iHMP2_FFA_SM-CSF71.raw
HMP2_C18-neg
C18n_rawData
0302_XAV_iHMP2_FFA_SM-72XGS.raw
HMP2_C18-neg
C18n_rawData
0303_XAV_iHMP2_FFA_SM-7GCHK.raw
HMP2_C18-neg
C18n_rawData
0304_XAV_iHMP2_FFA_SM-6FNVI.raw
HMP2_C18-neg
C18n_rawData
0305_XAV_iHMP2_FFA_SM-6XJTF.raw
HMP2_C18-neg
C18n_rawData
0306_XAV_iHMP2_FFA_SM-6OLSC.raw
HMP2_C18-neg
C18n_rawData
0307_XAV_iHMP2_FFA_SM-AKTYX.raw
HMP2_C18-neg
C18n_rawData
0308_XAV_iHMP2_FFA_SM-A9F5B.raw
HMP2_C18-neg
C18n_rawData
0309_XAV_iHMP2_FFA_SM-ARNW1.raw
HMP2_C18-neg
C18n_rawData
0310_XAV_iHMP2_FFA_SM-9NBE1.raw
HMP2_C18-neg
C18n_rawData
0311_XAV_iHMP2_FFA_SM-9XKWX.raw
HMP2_C18-neg
C18n_rawData
0312_XAV_iHMP2_FFA_SM-ADID5.raw
HMP2_C18-neg
C18n_rawData
0313_XAV_iHMP2_FFA_SM-CSN3P.raw
HMP2_C18-neg
C18n_rawData
0314_XAV_iHMP2_FFA_SM-B58FG.raw
HMP2_C18-neg
C18n_rawData
0315_XAV_iHMP2_FFA_SM-A72E7.raw
HMP2_C18-neg
C18n_rawData
0316_XAV_iHMP2_FFA_SM-6X9WM.raw
HMP2_C18-neg
C18n_rawData
0317_XAV_iHMP2_FFA_SM-74Y93.raw
HMP2_C18-neg
C18n_rawData
0318_XAV_iHMP2_FFA_SM-6KUCH.raw
HMP2_C18-neg
C18n_rawData
0319_XAV_iHMP2_FFA_SM-7IWF5.raw
HMP2_C18-neg
C18n_rawData
0320_XAV_iHMP2_FFA_SM-6BQPK.raw
HMP2_C18-neg
C18n_rawData
0321_XAV_iHMP2_FFA_SM-9IMBZ.raw
HMP2_C18-neg
C18n_rawData
0322_XAV_iHMP2_FFA_SM-6ZT3G.raw
HMP2_C18-neg
C18n_rawData
0323_XAV_iHMP2_FFA_SM-7BP4V.raw
HMP2_C18-neg
C18n_rawData
0324_XAV_iHMP2_FFA_SM-7K1V1.raw
HMP2_C18-neg
C18n_rawData
0325_XAV_iHMP2_FFA_SM-6OOEJ.raw
HMP2_C18-neg
C18n_rawData
0326_XAV_iHMP2_FFA_SM-9RTUZ.raw
HMP2_C18-neg
C18n_rawData
0327_XAV_iHMP2_FFA_SM-AADKW.raw
HMP2_C18-neg
C18n_rawData
0328_XAV_iHMP2_FFA_SM-A12KL.raw
HMP2_C18-neg
C18n_rawData
0329_XAV_iHMP2_FFA_SM-ARMC7.raw
HMP2_C18-neg
C18n_rawData
0330_XAV_iHMP2_FFA_SM-A9F6G.raw
HMP2_C18-neg
C18n_rawData
0331_XAV_iHMP2_FFA_SM-7J5U1.raw
HMP2_C18-neg
C18n_rawData
0332_XAV_iHMP2_FFA_SM-AIG54.raw
HMP2_C18-neg
C18n_rawData
0333_XAV_iHMP2_FFA_SM-9SIZI.raw
HMP2_C18-neg
C18n_rawData
0334_XAV_iHMP2_FFA_SM-7R3AG.raw
HMP2_C18-neg
C18n_rawData
0335_XAV_iHMP2_FFA_SM-7DN37.raw
HMP2_C18-neg
C18n_rawData
0336_XAV_iHMP2_FFA_SM-6HUG5.raw
HMP2_C18-neg
C18n_rawData
0337_XAV_iHMP2_FFA_SM-7K1W8.raw
HMP2_C18-neg
C18n_rawData
0338_XAV_iHMP2_FFA_SM-6X9WU.raw
HMP2_C18-neg
C18n_rawData
0339_XAV_iHMP2_FFA_SM-7CP3G.raw
HMP2_C18-neg
C18n_rawData
0340_XAV_iHMP2_FFA_SM-76CAT.raw
HMP2_C18-neg
C18n_rawData
0341_XAV_iHMP2_FFA_SM-61N7T.raw
HMP2_C18-neg
C18n_rawData
0342_XAV_iHMP2_FFA_SM-A9J9N.raw
HMP2_C18-neg
C18n_rawData
0343_XAV_iHMP2_FFA_SM-9QMNL.raw
HMP2_C18-neg
C18n_rawData
0344_XAV_iHMP2_FFA_SM-7EWUS.raw
HMP2_C18-neg
C18n_rawData
0345_XAV_iHMP2_FFA_SM-9W3B4.raw
HMP2_C18-neg
C18n_rawData
0346_XAV_iHMP2_FFA_SM-7K1V9.raw
HMP2_C18-neg
C18n_rawData
0347_XAV_iHMP2_FFA_SM-AIG8M.raw
HMP2_C18-neg
C18n_rawData
0348_XAV_iHMP2_FFA_SM-7GYJZ.raw
HMP2_C18-neg
C18n_rawData
0349_XAV_iHMP2_FFA_SM-9RRZL.raw
HMP2_C18-neg
C18n_rawData
0350_XAV_iHMP2_FFA_SM-A12L2.raw
HMP2_C18-neg
C18n_rawData
0351_XAV_iHMP2_FFA_SM-7M8S2.raw
HMP2_C18-neg
C18n_rawData
0352_XAV_iHMP2_FFA_SM-AFSIK.raw
HMP2_C18-neg
C18n_rawData
0353_XAV_iHMP2_FFA_SM-7BF2Q.raw
HMP2_C18-neg
C18n_rawData
0354_XAV_iHMP2_FFA_SM-AVAE6.raw
HMP2_C18-neg
C18n_rawData
0355_XAV_iHMP2_FFA_SM-9ZJIA.raw
HMP2_C18-neg
C18n_rawData
0356_XAV_iHMP2_FFA_SM-AI38G.raw
HMP2_C18-neg
C18n_rawData
0357_XAV_iHMP2_FFA_SM-A77WI.raw
HMP2_C18-neg
C18n_rawData
0358_XAV_iHMP2_FFA_SM-CNIIF.raw
HMP2_C18-neg
C18n_rawData
0359_XAV_iHMP2_FFA_SM-B5F8Y.raw
HMP2_C18-neg
C18n_rawData
0360_XAV_iHMP2_FFA_SM-AV8JF.raw
HMP2_C18-neg
C18n_rawData
0361_XAV_iHMP2_FFA_SM-AJC3J.raw
HMP2_C18-neg
C18n_rawData
0362_XAV_iHMP2_FFA_SM-AE3RC.raw
HMP2_C18-neg
C18n_rawData
0363_XAV_iHMP2_FFA_SM-9U25X.raw
HMP2_C18-neg
C18n_rawData
0364_XAV_iHMP2_FFA_SM-A14C6.raw
HMP2_C18-neg
C18n_rawData
0365_XAV_iHMP2_FFA_SM-9VW8T.raw
HMP2_C18-neg
C18n_rawData
0366_XAV_iHMP2_FFA_SM-ASN2R.raw
HMP2_C18-neg
C18n_rawData
0367_XAV_iHMP2_FFA_SM-A9F5R.raw
HMP2_C18-neg
C18n_rawData
0368_XAV_iHMP2_FFA_SM-AIG5S.raw
HMP2_C18-neg
C18n_rawData
0369_XAV_iHMP2_FFA_SM-9J5IT.raw
HMP2_C18-neg
C18n_rawData
0370_XAV_iHMP2_FFA_SM-ATLL1.raw
HMP2_C18-neg
C18n_rawData
0371_XAV_iHMP2_FFA_SM-AIG6P.raw
HMP2_C18-neg
C18n_rawData
0372_XAV_iHMP2_FFA_SM-CHS76.raw
HMP2_C18-neg
C18n_rawData
0373_XAV_iHMP2_FFA_SM-B1JO5.raw
HMP2_C18-neg
C18n_rawData
0374_XAV_iHMP2_FFA_SM-6KUD2.raw
HMP2_C18-neg
C18n_rawData
0375_XAV_iHMP2_FFA_SM-7DN33.raw
HMP2_C18-neg
C18n_rawData
0376_XAV_iHMP2_FFA_SM-77FYC.raw
HMP2_C18-neg
C18n_rawData
0377_XAV_iHMP2_FFA_SM-6ZEV1.raw
HMP2_C18-neg
C18n_rawData
0378_XAV_iHMP2_FFA_SM-62ARQ.raw
HMP2_C18-neg
C18n_rawData
0379_XAV_iHMP2_FFA_SM-6J3OB.raw
HMP2_C18-neg
C18n_rawData
0380_XAV_iHMP2_FFA_SM-6XJTB.raw
HMP2_C18-neg
C18n_rawData
0381_XAV_iHMP2_FFA_SM-7IWES.raw
HMP2_C18-neg
C18n_rawData
0382_XAV_iHMP2_FFA_SM-76EO1.raw
HMP2_C18-neg
C18n_rawData
0383_XAV_iHMP2_FFA_SM-7E5EH.raw
HMP2_C18-neg
C18n_rawData
0384_XAV_iHMP2_FFA_SM-6XTSY.raw
HMP2_C18-neg
C18n_rawData
0385_XAV_iHMP2_FFA_SM-7FVSS.raw
HMP2_C18-neg
C18n_rawData
0386_XAV_iHMP2_FFA_SM-7CM7M.raw
HMP2_C18-neg
C18n_rawData
0387_XAV_iHMP2_FFA_SM-72ZHO.raw
HMP2_C18-neg
C18n_rawData
0388_XAV_iHMP2_FFA_SM-9VE4Y.raw
HMP2_C18-neg
C18n_rawData
0389_XAV_iHMP2_FFA_SM-A8MJS.raw
HMP2_C18-neg
C18n_rawData
0390_XAV_iHMP2_FFA_SM-9W7W4.raw
HMP2_C18-neg
C18n_rawData
0391_XAV_iHMP2_FFA_SM-AHUNW.raw
HMP2_C18-neg
C18n_rawData
0392_XAV_iHMP2_FFA_SM-7FK3W.raw
HMP2_C18-neg
C18n_rawData
0393_XAV_iHMP2_FFA_SM-AMR37.raw
HMP2_C18-neg
C18n_rawData
0394_XAV_iHMP2_FFA_SM-A4UVT.raw
HMP2_C18-neg
C18n_rawData
0395_XAV_iHMP2_FFA_SM-9RRZH.raw
HMP2_C18-neg
C18n_rawData
0396_XAV_iHMP2_FFA_SM-AF6NB.raw
HMP2_C18-neg
C18n_rawData
0397_XAV_iHMP2_FFA_SM-7K259.raw
HMP2_C18-neg
C18n_rawData
0398_XAV_iHMP2_FFA_SM-ARMDG.raw
HMP2_C18-neg
C18n_rawData
0399_XAV_iHMP2_FFA_SM-7I1H2.raw
HMP2_C18-neg
C18n_rawData
0400_XAV_iHMP2_FFA_SM-9QXOC.raw
HMP2_C18-neg
C18n_rawData
0401_XAV_iHMP2_FFA_SM-AFCKD.raw
HMP2_C18-neg
C18n_rawData
0402_XAV_iHMP2_FFA_SM-9QMQ9.raw
HMP2_C18-neg
C18n_rawData
0403_XAV_iHMP2_FFA_SM-9VWCE.raw
HMP2_C18-neg
C18n_rawData
0404_XAV_iHMP2_FFA_SM-9ZA5J.raw
HMP2_C18-neg
C18n_rawData
0405_XAV_iHMP2_FFA_SM-AGULV.raw
HMP2_C18-neg
C18n_rawData
0406_XAV_iHMP2_FFA_SM-AXQRD.raw
HMP2_C18-neg
C18n_rawData
0407_XAV_iHMP2_FFA_SM-AUP8B.raw
HMP2_C18-neg
C18n_rawData
0408_XAV_iHMP2_FFA_SM-A9F71.raw
HMP2_C18-neg
C18n_rawData
0409_XAV_iHMP2_FFA_SM-APDXF.raw
HMP2_C18-neg
C18n_rawData
0410_XAV_iHMP2_FFA_SM-6YAZR.raw
HMP2_C18-neg
C18n_rawData
0411_XAV_iHMP2_FFA_SM-7MCUF.raw
HMP2_C18-neg
C18n_rawData
0412_XAV_iHMP2_FFA_SM-76CAL.raw
HMP2_C18-neg
C18n_rawData
0413_XAV_iHMP2_FFA_SM-9RRZP.raw
HMP2_C18-neg
C18n_rawData
0414_XAV_iHMP2_FFA_SM-7IL1O.raw
HMP2_C18-neg
C18n_rawData
0415_XAV_iHMP2_FFA_SM-6M48S.raw
HMP2_C18-neg
C18n_rawData
0416_XAV_iHMP2_FFA_SM-64NA9.raw
HMP2_C18-neg
C18n_rawData
0417_XAV_iHMP2_FFA_SM-5QVZD.raw
HMP2_C18-neg
C18n_rawData
0418_XAV_iHMP2_FFA_SM-7IL1K.raw
HMP2_C18-neg
C18n_rawData
0419_XAV_iHMP2_FFA_SM-71WY2.raw
HMP2_C18-neg
C18n_rawData
0420_XAV_iHMP2_FFA_SM-7CRX2.raw
HMP2_C18-neg
C18n_rawData
0421_XAV_iHMP2_FFA_SM-6MYZ2.raw
HMP2_C18-neg
C18n_rawData
0422_XAV_iHMP2_FFA_SM-7ED9R.raw
HMP2_C18-neg
C18n_rawData
0423_XAV_iHMP2_FFA_SM-76EO9.raw
HMP2_C18-neg
C18n_rawData
0424_XAV_iHMP2_FFA_SM-6Y87V.raw
HMP2_C18-neg
C18n_rawData
0425_XAV_iHMP2_FFA_SM-A2HYM.raw
HMP2_C18-neg
C18n_rawData
0426_XAV_iHMP2_FFA_SM-7IWEW.raw
HMP2_C18-neg
C18n_rawData
0427_XAV_iHMP2_FFA_SM-9P5FG.raw
HMP2_C18-neg
C18n_rawData
0428_XAV_iHMP2_FFA_SM-9SIIW.raw
HMP2_C18-neg
C18n_rawData
0429_XAV_iHMP2_FFA_SM-7J5TW.raw
HMP2_C18-neg
C18n_rawData
0430_XAV_iHMP2_FFA_SM-7E5ED.raw
HMP2_C18-neg
C18n_rawData
0431_XAV_iHMP2_FFA_SM-6ZT2N.raw
HMP2_C18-neg
C18n_rawData
0432_XAV_iHMP2_FFA_SM-6XSL6.raw
HMP2_C18-neg
C18n_rawData
0433_XAV_iHMP2_FFA_SM-9SNJ4.raw
HMP2_C18-neg
C18n_rawData
0434_XAV_iHMP2_FFA_SM-7MCTQ.raw
HMP2_C18-neg
C18n_rawData
0435_XAV_iHMP2_FFA_SM-7CRWP.raw
HMP2_C18-neg
C18n_rawData
0436_XAV_iHMP2_FFA_SM-CJ2ZF.raw
HMP2_C18-neg
C18n_rawData
0437_XAV_iHMP2_FFA_SM-AMR3J.raw
HMP2_C18-neg
C18n_rawData
0438_XAV_iHMP2_FFA_SM-AVADT.raw
HMP2_C18-neg
C18n_rawData
0439_XAV_iHMP2_FFA_SM-B1SBW.raw
HMP2_C18-neg
C18n_rawData
0440_XAV_iHMP2_FFA_SM-AK8KS.raw
HMP2_C18-neg
C18n_rawData
0441_XAV_iHMP2_FFA_SM-B4LHS.raw
HMP2_C18-neg
C18n_rawData
0442_XAV_iHMP2_FFA_SM-CEFO7.raw
HMP2_C18-neg
C18n_rawData
0443_XAV_iHMP2_FFA_SM-CRT7P.raw
HMP2_C18-neg
C18n_rawData
0444_XAV_iHMP2_FFA_SM-AWQK7.raw
HMP2_C18-neg
C18n_rawData
0445_XAV_iHMP2_FFA_SM-9NBF6.raw
HMP2_C18-neg
C18n_rawData
0446_XAV_iHMP2_FFA_SM-9ZE8T.raw
HMP2_C18-neg
C18n_rawData
0447_XAV_iHMP2_FFA_SM-7D34O.raw
HMP2_C18-neg
C18n_rawData
0448_XAV_iHMP2_FFA_SM-7NSP1.raw
HMP2_C18-neg
C18n_rawData
0449_XAV_iHMP2_FFA_SM-7F1RW.raw
HMP2_C18-neg
C18n_rawData
0450_XAV_iHMP2_FFA_SM-9T55L.raw
HMP2_C18-neg
C18n_rawData
0451_XAV_iHMP2_FFA_SM-A8XLM.raw
HMP2_C18-neg
C18n_rawData
0452_XAV_iHMP2_FFA_SM-AK8LH.raw
HMP2_C18-neg
C18n_rawData
0453_XAV_iHMP2_FFA_SM-7J5UD.raw
HMP2_C18-neg
C18n_rawData
0454_XAV_iHMP2_FFA_SM-9YTMA.raw
HMP2_C18-neg
C18n_rawData
0455_XAV_iHMP2_FFA_SM-AFSIO.raw
HMP2_C18-neg
C18n_rawData
0456_XAV_iHMP2_FFA_SM-AVPGZ.raw
HMP2_C18-neg
C18n_rawData
0457_XAV_iHMP2_FFA_SM-9O9R1.raw
HMP2_C18-neg
C18n_rawData
0458_XAV_iHMP2_FFA_SM-A14CQ.raw
HMP2_C18-neg
C18n_rawData
0459_XAV_iHMP2_FFA_SM-C1WB2.raw
HMP2_C18-neg
C18n_rawData
0460_XAV_iHMP2_FFA_SM-CH32P.raw
HMP2_C18-neg
C18n_rawData
0461_XAV_iHMP2_FFA_SM-AFSIG.raw
HMP2_C18-neg
C18n_rawData
0462_XAV_iHMP2_FFA_SM-AJDM5.raw
HMP2_C18-neg
C18n_rawData
0463_XAV_iHMP2_FFA_SM-A47S3.raw
HMP2_C18-neg
C18n_rawData
0464_XAV_iHMP2_FFA_SM-ASN2Z.raw
HMP2_C18-neg
C18n_rawData
0465_XAV_iHMP2_FFA_SM-B5F9B.raw
HMP2_C18-neg
C18n_rawData
0466_XAV_iHMP2_FFA_SM-CHZLQ.raw
HMP2_C18-neg
C18n_rawData
0467_XAV_iHMP2_FFA_SM-CL4HR.raw
HMP2_C18-neg
C18n_rawData
0468_XAV_iHMP2_FFA_SM-AGUNH.raw
HMP2_C18-neg
C18n_rawData
0469_XAV_iHMP2_FFA_SM-5U5DE.raw
HMP2_C18-neg
C18n_rawData
0470_XAV_iHMP2_FFA_SM-6WJN1.raw
HMP2_C18-neg
C18n_rawData
0471_XAV_iHMP2_FFA_SM-76ENW.raw
HMP2_C18-neg
C18n_rawData
0472_XAV_iHMP2_FFA_SM-7DGV5.raw
HMP2_C18-neg
C18n_rawData
0473_XAV_iHMP2_FFA_SM-6CAJI.raw
HMP2_C18-neg
C18n_rawData
0474_XAV_iHMP2_FFA_SM-6ZKY3.raw
HMP2_C18-neg
C18n_rawData
0475_XAV_iHMP2_FFA_SM-7R3AC.raw
HMP2_C18-neg
C18n_rawData
0476_XAV_iHMP2_FFA_SM-9U262.raw
HMP2_C18-neg
C18n_rawData
0477_XAV_iHMP2_FFA_SM-7AK5U.raw
HMP2_C18-neg
C18n_rawData
0478_XAV_iHMP2_FFA_SM-9RD3C.raw
HMP2_C18-neg
C18n_rawData
0479_XAV_iHMP2_FFA_SM-A4O3C.raw
HMP2_C18-neg
C18n_rawData
0480_XAV_iHMP2_FFA_SM-77FXZ.raw
HMP2_C18-neg
C18n_rawData
0481_XAV_iHMP2_FFA_SM-7DGV1.raw
HMP2_C18-neg
C18n_rawData
0482_XAV_iHMP2_FFA_SM-7I1GX.raw
HMP2_C18-neg
C18n_rawData
0483_XAV_iHMP2_FFA_SM-A12KH.raw
HMP2_C18-neg
C18n_rawData
0484_XAV_iHMP2_FFA_SM-AFJ1N.raw
HMP2_C18-neg
C18n_rawData
0485_XAV_iHMP2_FFA_SM-AM1I6.raw
HMP2_C18-neg
C18n_rawData
0486_XAV_iHMP2_FFA_SM-9HYXZ.raw
HMP2_C18-neg
C18n_rawData
0487_XAV_iHMP2_FFA_SM-9OS7N.raw
HMP2_C18-neg
C18n_rawData
0488_XAV_iHMP2_FFA_SM-AHUO1.raw
HMP2_C18-neg
C18n_rawData
0489_XAV_iHMP2_FFA_SM-AVJBU.raw
HMP2_C18-neg
C18n_rawData
0490_XAV_iHMP2_FFA_SM-9WOBD.raw
HMP2_C18-neg
C18n_rawData
0491_XAV_iHMP2_FFA_SM-B2OQN.raw
HMP2_C18-neg
C18n_rawData
0492_XAV_iHMP2_FFA_SM-CE9V4.raw
HMP2_C18-neg
C18n_rawData
0493_XAV_iHMP2_FFA_SM-A5QMX.raw
HMP2_C18-neg
C18n_rawData
0494_XAV_iHMP2_FFA_SM-9VWC6.raw
HMP2_C18-neg
C18n_rawData
0495_XAV_iHMP2_FFA_SM-AGUN1.raw
HMP2_C18-neg
C18n_rawData
0496_XAV_iHMP2_FFA_SM-AVR79.raw
HMP2_C18-neg
C18n_rawData
0497_XAV_iHMP2_FFA_SM-B2OQ7.raw
HMP2_C18-neg
C18n_rawData
0498_XAV_iHMP2_FFA_SM-9ZGIF.raw
HMP2_C18-neg
C18n_rawData
0499_XAV_iHMP2_FFA_SM-ARB69.raw
HMP2_C18-neg
C18n_rawData
0500_XAV_iHMP2_FFA_SM-CG7AV.raw
HMP2_C18-neg
C18n_rawData
0501_XAV_iHMP2_FFA_SM-ADDEW.raw
HMP2_C18-neg
C18n_rawData
0502_XAV_iHMP2_FFA_SM-ACTNE.raw
HMP2_C18-neg
C18n_rawData
0503_XAV_iHMP2_FFA_SM-AXQRH.raw
HMP2_C18-neg
C18n_rawData
0504_XAV_iHMP2_FFA_SM-CE6ZH.raw
HMP2_C18-neg
C18n_rawData
0505_XAV_iHMP2_FFA_SM-CH32H.raw
HMP2_C18-neg
C18n_rawData
0506_XAV_iHMP2_FFA_SM-APR9Q.raw
HMP2_C18-neg
C18n_rawData
0507_XAV_iHMP2_FFA_SM-787I4.raw
HMP2_C18-neg
C18n_rawData
0508_XAV_iHMP2_FFA_SM-9X47O.raw
HMP2_C18-neg
C18n_rawData
0509_XAV_iHMP2_FFA_SM-7GCHC.raw
HMP2_C18-neg
C18n_rawData
0510_XAV_iHMP2_FFA_SM-9RYI7.raw
HMP2_C18-neg
C18n_rawData
0511_XAV_iHMP2_FFA_SM-CMUKL.raw
HMP2_C18-neg
C18n_rawData
0513_XAV_iHMP2_FFA_SM-AAHYA.raw
HMP2_C18-neg
C18n_rawData
0514_XAV_iHMP2_FFA_SM-AUNQ5.raw
HMP2_C18-neg
C18n_rawData
0515_XAV_iHMP2_FFA_SM-A18YS.raw
HMP2_C18-neg
C18n_rawData
0516_XAV_iHMP2_FFA_SM-AYMHV.raw
HMP2_C18-neg
C18n_rawData
0517_XAV_iHMP2_FFA_SM-BZ5M6.raw
HMP2_C18-neg
C18n_rawData
0518_XAV_iHMP2_FFA_SM-CNW2E.raw
HMP2_C18-neg
C18n_rawData
0519_XAV_iHMP2_FFA_SM-AE3QV.raw
HMP2_C18-neg
C18n_rawData
0520_XAV_iHMP2_FFA_SM-AQJXS.raw
HMP2_C18-neg
C18n_rawData
0521_XAV_iHMP2_FFA_SM-CKJ6T.raw
HMP2_C18-neg
C18n_rawData
0522_XAV_iHMP2_FFA_SM-COSYB.raw
HMP2_C18-neg
C18n_rawData
0523_XAV_iHMP2_FFA_SM-AFSHZ.raw
HMP2_C18-neg
C18n_rawData
0524_XAV_iHMP2_FFA_SM-AN5FZ.raw
HMP2_C18-neg
C18n_rawData
0525_XAV_iHMP2_FFA_SM-ARMBY.raw
HMP2_C18-neg
C18n_rawData
0526_XAV_iHMP2_FFA_SM-CJNBH.raw
HMP2_C18-neg
C18n_rawData
0527_XAV_iHMP2_FFA_SM-CTTKY.raw
HMP2_C18-neg
C18n_rawData
0528_XAV_iHMP2_FFA_SM-ATVSR.raw
HMP2_C18-neg
C18n_rawData
0529_XAV_iHMP2_FFA_SM-AVR6W.raw
HMP2_C18-neg
C18n_rawData
0530_XAV_iHMP2_FFA_SM-B5ORH.raw
HMP2_C18-neg
C18n_rawData
0531_XAV_iHMP2_FFA_SM-CRP6E.raw
HMP2_C18-neg
C18n_rawData
0532_XAV_iHMP2_FFA_SM-BZIQP.raw
HMP2_C18-neg
C18n_rawData
0533_XAV_iHMP2_FFA_SM-AFCK9.raw
HMP2_C18-neg
C18n_rawData
0534_XAV_iHMP2_FFA_SM-AKTY5.raw
HMP2_C18-neg
C18n_rawData
0535_XAV_iHMP2_FFA_SM-AU2MF.raw
HMP2_C18-neg
C18n_rawData
0536_XAV_iHMP2_FFA_SM-9OS67.raw
HMP2_C18-neg
C18n_rawData
0537_XAV_iHMP2_FFA_SM-BZNKI.raw
HMP2_C18-neg
C18n_rawData
0538_XAV_iHMP2_FFA_SM-9Y49Z.raw
HMP2_C18-neg
C18n_rawData
0539_XAV_iHMP2_FFA_SM-9XIOX.raw
HMP2_C18-neg
C18n_rawData
0540_XAV_iHMP2_FFA_SM-AWJJY.raw
HMP2_C18-neg
C18n_rawData
0541_XAV_iHMP2_FFA_SM-BZNLC.raw
HMP2_C18-neg
C18n_rawData
0542_XAV_iHMP2_FFA_SM-AGUMC.raw
HMP2_C18-neg
C18n_rawData
0543_XAV_iHMP2_FFA_SM-A375P.raw
HMP2_C18-neg
C18n_rawData
0544_XAV_iHMP2_FFA_SM-9OS8K.raw
HMP2_C18-neg
C18n_rawData
0545_XAV_iHMP2_FFA_SM-A2HYY.raw
HMP2_C18-neg
C18n_rawData
0547_XAV_iHMP2_FFA_SM-A9F75.raw
HMP2_C18-neg
C18n_rawData
0548_XAV_iHMP2_FFA_SM-AKTZI.raw
HMP2_C18-neg
C18n_rawData
0549_XAV_iHMP2_FFA_SM-6XSLI.raw
HMP2_C18-neg
C18n_rawData
0549a_0117ri_XAV_iHMP2_FFA_SM-6CAKR.raw
HMP2_C8-pos
C8p_rawData
0001_XAV_iHMP2_LIP_SM-6JWO4.raw
HMP2_C8-pos
C8p_rawData
0002_XAV_iHMP2_LIP_SM-7CRWL.raw
HMP2_C8-pos
C8p_rawData
0003_XAV_iHMP2_LIP_SM-73BN6.raw
HMP2_C8-pos
C8p_rawData
0004_XAV_iHMP2_LIP_SM-9PPUW.raw
HMP2_C8-pos
C8p_rawData
0005_XAV_iHMP2_LIP_SM-7IWFL.raw
HMP2_C8-pos
C8p_rawData
0006_XAV_iHMP2_LIP_SM-6X9WE.raw
HMP2_C8-pos
C8p_rawData
0007_XAV_iHMP2_LIP_SM-9WOBT.raw
HMP2_C8-pos
C8p_rawData
0008_XAV_iHMP2_LIP_SM-7IL14.raw
HMP2_C8-pos
C8p_rawData
0009_XAV_iHMP2_LIP_SM-71WXD.raw
HMP2_C8-pos
C8p_rawData
0010_XAV_iHMP2_LIP_SM-7BF1T.raw
HMP2_C8-pos
C8p_rawData
0011_XAV_iHMP2_LIP_SM-A5QNE.raw
HMP2_C8-pos
C8p_rawData
0012_XAV_iHMP2_LIP_SM-6WU1I.raw
HMP2_C8-pos
C8p_rawData
0013_XAV_iHMP2_LIP_SM-A312T.raw
HMP2_C8-pos
C8p_rawData
0014_XAV_iHMP2_LIP_SM-7ED9N.raw
HMP2_C8-pos
C8p_rawData
0015_XAV_iHMP2_LIP_SM-9QMN9.raw
HMP2_C8-pos
C8p_rawData
0016_XAV_iHMP2_LIP_SM-72ZHG.raw
HMP2_C8-pos
C8p_rawData
0017_XAV_iHMP2_LIP_SM-AVPGV.raw
HMP2_C8-pos
C8p_rawData
0018_XAV_iHMP2_LIP_SM-B58G1.raw
HMP2_C8-pos
C8p_rawData
0019_XAV_iHMP2_LIP_SM-9W3AD.raw
HMP2_C8-pos
C8p_rawData
0020_XAV_iHMP2_LIP_SM-9ZEPA.raw
HMP2_C8-pos
C8p_rawData
0021_XAV_iHMP2_LIP_SM-9QVK2.raw
HMP2_C8-pos
C8p_rawData
0022_XAV_iHMP2_LIP_SM-A7J1X.raw
HMP2_C8-pos
C8p_rawData
0023_XAV_iHMP2_LIP_SM-AFCKH.raw
HMP2_C8-pos
C8p_rawData
0024_XAV_iHMP2_LIP_SM-6CAJC.raw
HMP2_C8-pos
C8p_rawData
0025_XAV_iHMP2_LIP_SM-7HXJO.raw
HMP2_C8-pos
C8p_rawData
0026_XAV_iHMP2_LIP_SM-6ZEU8.raw
HMP2_C8-pos
C8p_rawData
0027_XAV_iHMP2_LIP_SM-77FXR.raw
HMP2_C8-pos
C8p_rawData
0028_XAV_iHMP2_LIP_SM-5Q4W7.raw
HMP2_C8-pos
C8p_rawData
0029_XAV_iHMP2_LIP_SM-5ZNHM.raw
HMP2_C8-pos
C8p_rawData
0030_XAV_iHMP2_LIP_SM-6KUCT.raw
HMP2_C8-pos
C8p_rawData
0031_XAV_iHMP2_LIP_SM-9SKIL.raw
HMP2_C8-pos
C8p_rawData
0032_XAV_iHMP2_LIP_SM-ACTOF.raw
HMP2_C8-pos
C8p_rawData
0033_XAV_iHMP2_LIP_SM-A7J1L.raw
HMP2_C8-pos
C8p_rawData
0034_XAV_iHMP2_LIP_SM-A5A1R.raw
HMP2_C8-pos
C8p_rawData
0035_XAV_iHMP2_LIP_SM-9XIOJ.raw
HMP2_C8-pos
C8p_rawData
0036_XAV_iHMP2_LIP_SM-7DGUW.raw
HMP2_C8-pos
C8p_rawData
0037_XAV_iHMP2_LIP_SM-7IWEO.raw
HMP2_C8-pos
C8p_rawData
0038_XAV_iHMP2_LIP_SM-9Y4AC.raw
HMP2_C8-pos
C8p_rawData
0039_XAV_iHMP2_LIP_SM-76C9O.raw
HMP2_C8-pos
C8p_rawData
0040_XAV_iHMP2_LIP_SM-7CP34.raw
HMP2_C8-pos
C8p_rawData
0041_XAV_iHMP2_LIP_SM-9PJ1E.raw
HMP2_C8-pos
C8p_rawData
0042_XAV_iHMP2_LIP_SM-9RTV8.raw
HMP2_C8-pos
C8p_rawData
0043_XAV_iHMP2_LIP_SM-6ZKSA.raw
HMP2_C8-pos
C8p_rawData
0044_XAV_iHMP2_LIP_SM-791B7.raw
HMP2_C8-pos
C8p_rawData
0045_XAV_iHMP2_LIP_SM-A373R.raw
HMP2_C8-pos
C8p_rawData
0046_XAV_iHMP2_LIP_SM-7M8SE.raw
HMP2_C8-pos
C8p_rawData
0047_XAV_iHMP2_LIP_SM-7GYIA.raw
HMP2_C8-pos
C8p_rawData
0048_XAV_iHMP2_LIP_SM-9OS8G.raw
HMP2_C8-pos
C8p_rawData
0049_XAV_iHMP2_LIP_SM-7BP5C.raw
HMP2_C8-pos
C8p_rawData
0050_XAV_iHMP2_LIP_SM-A62BX.raw
HMP2_C8-pos
C8p_rawData
0051_XAV_iHMP2_LIP_SM-9WOBP.raw
HMP2_C8-pos
C8p_rawData
0052_XAV_iHMP2_LIP_SM-7H4HL.raw
HMP2_C8-pos
C8p_rawData
0053_XAV_iHMP2_LIP_SM-71WXX.raw
HMP2_C8-pos
C8p_rawData
0054_XAV_iHMP2_LIP_SM-7H4GS.raw
HMP2_C8-pos
C8p_rawData
0055_XAV_iHMP2_LIP_SM-AADL1.raw
HMP2_C8-pos
C8p_rawData
0056_XAV_iHMP2_LIP_SM-9YHLB.raw
HMP2_C8-pos
C8p_rawData
0057_XAV_iHMP2_LIP_SM-9OS7Z.raw
HMP2_C8-pos
C8p_rawData
0058_XAV_iHMP2_LIP_SM-BYMCC.raw
HMP2_C8-pos
C8p_rawData
0059_XAV_iHMP2_LIP_SM-CQEDG.raw
HMP2_C8-pos
C8p_rawData
0060_XAV_iHMP2_LIP_SM-CLM5L.raw
HMP2_C8-pos
C8p_rawData
0061_XAV_iHMP2_LIP_SM-AN5FR.raw
HMP2_C8-pos
C8p_rawData
0062_XAV_iHMP2_LIP_SM-ARWVG.raw
HMP2_C8-pos
C8p_rawData
0063_XAV_iHMP2_LIP_SM-AHF2E.raw
HMP2_C8-pos
C8p_rawData
0064_XAV_iHMP2_LIP_SM-7EDA8.raw
HMP2_C8-pos
C8p_rawData
0065_XAV_iHMP2_LIP_SM-A1ZUY.raw
HMP2_C8-pos
C8p_rawData
0066_XAV_iHMP2_LIP_SM-7KMR8.raw
HMP2_C8-pos
C8p_rawData
0067_XAV_iHMP2_LIP_SM-ACTNY.raw
HMP2_C8-pos
C8p_rawData
0068_XAV_iHMP2_LIP_SM-791B3.raw
HMP2_C8-pos
C8p_rawData
0069_XAV_iHMP2_LIP_SM-9OS5Y.raw
HMP2_C8-pos
C8p_rawData
0070_XAV_iHMP2_LIP_SM-71WX9.raw
HMP2_C8-pos
C8p_rawData
0071_XAV_iHMP2_LIP_SM-9JUD6.raw
HMP2_C8-pos
C8p_rawData
0072_XAV_iHMP2_LIP_SM-A5QN2.raw
HMP2_C8-pos
C8p_rawData
0073_XAV_iHMP2_LIP_SM-9VW8X.raw
HMP2_C8-pos
C8p_rawData
0074_XAV_iHMP2_LIP_SM-7CP2Z.raw
HMP2_C8-pos
C8p_rawData
0075_XAV_iHMP2_LIP_SM-7GYHH.raw
HMP2_C8-pos
C8p_rawData
0076_XAV_iHMP2_LIP_SM-9PJ16.raw
HMP2_C8-pos
C8p_rawData
0077_XAV_iHMP2_LIP_SM-AGUN5.raw
HMP2_C8-pos
C8p_rawData
0078_XAV_iHMP2_LIP_SM-9W7W8.raw
HMP2_C8-pos
C8p_rawData
0079_XAV_iHMP2_LIP_SM-A9VSE.raw
HMP2_C8-pos
C8p_rawData
0081_XAV_iHMP2_LIP_SM-6BKS1.raw
HMP2_C8-pos
C8p_rawData
0082_XAV_iHMP2_LIP_SM-74Y7D.raw
HMP2_C8-pos
C8p_rawData
0083_XAV_iHMP2_LIP_SM-7H4H1.raw
HMP2_C8-pos
C8p_rawData
0084_XAV_iHMP2_LIP_SM-61U3T.raw
HMP2_C8-pos
C8p_rawData
0085_XAV_iHMP2_LIP_SM-6XNM3.raw
HMP2_C8-pos
C8p_rawData
0086_XAV_iHMP2_LIP_SM-AKTXS.raw
HMP2_C8-pos
C8p_rawData
0087_XAV_iHMP2_LIP_SM-CMUKP.raw
HMP2_C8-pos
C8p_rawData
0088_XAV_iHMP2_LIP_SM-AF6MI.raw
HMP2_C8-pos
C8p_rawData
0089_XAV_iHMP2_LIP_SM-A47RS.raw
HMP2_C8-pos
C8p_rawData
0090_XAV_iHMP2_LIP_SM-BZWMX.raw
HMP2_C8-pos
C8p_rawData
0091_XAV_iHMP2_LIP_SM-AVADD.raw
HMP2_C8-pos
C8p_rawData
0092_XAV_iHMP2_LIP_SM-6Q4FQ.raw
HMP2_C8-pos
C8p_rawData
0093_XAV_iHMP2_LIP_SM-5ZZL9.raw
HMP2_C8-pos
C8p_rawData
0094_XAV_iHMP2_LIP_SM-689SS.raw
HMP2_C8-pos
C8p_rawData
0095_XAV_iHMP2_LIP_SM-77M65.raw
HMP2_C8-pos
C8p_rawData
0096_XAV_iHMP2_LIP_SM-7B7LB.raw
HMP2_C8-pos
C8p_rawData
0097_XAV_iHMP2_LIP_SM-AG78Z.raw
HMP2_C8-pos
C8p_rawData
0098_XAV_iHMP2_LIP_SM-9KOPV.raw
HMP2_C8-pos
C8p_rawData
0099_XAV_iHMP2_LIP_SM-9SD8V.raw
HMP2_C8-pos
C8p_rawData
0100_XAV_iHMP2_LIP_SM-7IWF9.raw
HMP2_C8-pos
C8p_rawData
0101_XAV_iHMP2_LIP_SM-A3J7F.raw
HMP2_C8-pos
C8p_rawData
0102_XAV_iHMP2_LIP_SM-C1MZ3.raw
HMP2_C8-pos
C8p_rawData
0103_XAV_iHMP2_LIP_SM-CHS72.raw
HMP2_C8-pos
C8p_rawData
0104_XAV_iHMP2_LIP_SM-ARMBQ.raw
HMP2_C8-pos
C8p_rawData
0105_XAV_iHMP2_LIP_SM-AXTT4.raw
HMP2_C8-pos
C8p_rawData
0106_XAV_iHMP2_LIP_SM-A77UE.raw
HMP2_C8-pos
C8p_rawData
0107_XAV_iHMP2_LIP_SM-B1JOP.raw
HMP2_C8-pos
C8p_rawData
0108_XAV_iHMP2_LIP_SM-AG2E3.raw
HMP2_C8-pos
C8p_rawData
0109_XAV_iHMP2_LIP_SM-CTLFU.raw
HMP2_C8-pos
C8p_rawData
0111_XAV_iHMP2_LIP_SM-AF6MY.raw
HMP2_C8-pos
C8p_rawData
0112_XAV_iHMP2_LIP_SM-72PGN.raw
HMP2_C8-pos
C8p_rawData
0113_XAV_iHMP2_LIP_SM-7HNM8.raw
HMP2_C8-pos
C8p_rawData
0114_XAV_iHMP2_LIP_SM-9RTUR.raw
HMP2_C8-pos
C8p_rawData
0115_XAV_iHMP2_LIP_SM-7AA1S.raw
HMP2_C8-pos
C8p_rawData
0116_XAV_iHMP2_LIP_SM-6X9WA.raw
HMP2_C8-pos
C8p_rawData
0117_XAV_iHMP2_LIP_SM-6CAKR.raw
HMP2_C8-pos
C8p_rawData
0118_XAV_iHMP2_LIP_SM-74Y71.raw
HMP2_C8-pos
C8p_rawData
0119_XAV_iHMP2_LIP_SM-7FK4D.raw
HMP2_C8-pos
C8p_rawData
0120_XAV_iHMP2_LIP_SM-5QVZ9.raw
HMP2_C8-pos
C8p_rawData
0121_XAV_iHMP2_LIP_SM-6WOC1.raw
HMP2_C8-pos
C8p_rawData
0122_XAV_iHMP2_LIP_SM-5WXZX.raw
HMP2_C8-pos
C8p_rawData
0123_XAV_iHMP2_LIP_SM-71WXH.raw
HMP2_C8-pos
C8p_rawData
0125_XAV_iHMP2_LIP_SM-9PJ1I.raw
HMP2_C8-pos
C8p_rawData
0126_XAV_iHMP2_LIP_SM-A61QG.raw
HMP2_C8-pos
C8p_rawData
0127_XAV_iHMP2_LIP_SM-9UW5S.raw
HMP2_C8-pos
C8p_rawData
0129_XAV_iHMP2_LIP_SM-6HUBR.raw
HMP2_C8-pos
C8p_rawData
0130_XAV_iHMP2_LIP_SM-9OS6B.raw
HMP2_C8-pos
C8p_rawData
0132_XAV_iHMP2_LIP_SM-7IKZB.raw
HMP2_C8-pos
C8p_rawData
0133_XAV_iHMP2_LIP_SM-73BMX.raw
HMP2_C8-pos
C8p_rawData
0134_XAV_iHMP2_LIP_SM-7EDAC.raw
HMP2_C8-pos
C8p_rawData
0135_XAV_iHMP2_LIP_SM-9ZE8P.raw
HMP2_C8-pos
C8p_rawData
0136_XAV_iHMP2_LIP_SM-CP6EO.raw
HMP2_C8-pos
C8p_rawData
0137_XAV_iHMP2_LIP_SM-A9F53.raw
HMP2_C8-pos
C8p_rawData
0138_XAV_iHMP2_LIP_SM-AXTSZ.raw
HMP2_C8-pos
C8p_rawData
0139_XAV_iHMP2_LIP_SM-AKTYH.raw
HMP2_C8-pos
C8p_rawData
0140_XAV_iHMP2_LIP_SM-7IKZF.raw
HMP2_C8-pos
C8p_rawData
0141_XAV_iHMP2_LIP_SM-7AMIH.raw
HMP2_C8-pos
C8p_rawData
0142_XAV_iHMP2_LIP_SM-6SF6T.raw
HMP2_C8-pos
C8p_rawData
0143_XAV_iHMP2_LIP_SM-9KOMO.raw
HMP2_C8-pos
C8p_rawData
0144_XAV_iHMP2_LIP_SM-9ZJII.raw
HMP2_C8-pos
C8p_rawData
0145_XAV_iHMP2_LIP_SM-6ZT2V.raw
HMP2_C8-pos
C8p_rawData
0146_XAV_iHMP2_LIP_SM-AGUMK.raw
HMP2_C8-pos
C8p_rawData
0147_XAV_iHMP2_LIP_SM-9W3AZ.raw
HMP2_C8-pos
C8p_rawData
0148_XAV_iHMP2_LIP_SM-7I1FM.raw
HMP2_C8-pos
C8p_rawData
0149_XAV_iHMP2_LIP_SM-A14CI.raw
HMP2_C8-pos
C8p_rawData
0150_XAV_iHMP2_LIP_SM-6ZT3W.raw
HMP2_C8-pos
C8p_rawData
0151_XAV_iHMP2_LIP_SM-9QMOR.raw
HMP2_C8-pos
C8p_rawData
0152_XAV_iHMP2_LIP_SM-6SSMY.raw
HMP2_C8-pos
C8p_rawData
0153_XAV_iHMP2_LIP_SM-7IL1S.raw
HMP2_C8-pos
C8p_rawData
0154_XAV_iHMP2_LIP_SM-9VWCQ.raw
HMP2_C8-pos
C8p_rawData
0155_XAV_iHMP2_LIP_SM-7AK5Y.raw
HMP2_C8-pos
C8p_rawData
0156_XAV_iHMP2_LIP_SM-6YAZN.raw
HMP2_C8-pos
C8p_rawData
0157_XAV_iHMP2_LIP_SM-7BF2I.raw
HMP2_C8-pos
C8p_rawData
0158_XAV_iHMP2_LIP_SM-65GXK.raw
HMP2_C8-pos
C8p_rawData
0159_XAV_iHMP2_LIP_SM-6MSSW.raw
HMP2_C8-pos
C8p_rawData
0160_XAV_iHMP2_LIP_SM-7GYJN.raw
HMP2_C8-pos
C8p_rawData
0161_XAV_iHMP2_LIP_SM-9ZA5V.raw
HMP2_C8-pos
C8p_rawData
0162_XAV_iHMP2_LIP_SM-72PHS.raw
HMP2_C8-pos
C8p_rawData
0163_XAV_iHMP2_LIP_SM-7K1WG.raw
HMP2_C8-pos
C8p_rawData
0164_XAV_iHMP2_LIP_SM-9SIJ5.raw
HMP2_C8-pos
C8p_rawData
0165_XAV_iHMP2_LIP_SM-6XRKG.raw
HMP2_C8-pos
C8p_rawData
0166_XAV_iHMP2_LIP_SM-7DN3V.raw
HMP2_C8-pos
C8p_rawData
0167_XAV_iHMP2_LIP_SM-9ZA1W.raw
HMP2_C8-pos
C8p_rawData
0168_XAV_iHMP2_LIP_SM-APR9M.raw
HMP2_C8-pos
C8p_rawData
0169_XAV_iHMP2_LIP_SM-A9J97.raw
HMP2_C8-pos
C8p_rawData
0170_XAV_iHMP2_LIP_SM-9P5FW.raw
HMP2_C8-pos
C8p_rawData
0171_XAV_iHMP2_LIP_SM-9UCZF.raw
HMP2_C8-pos
C8p_rawData
0172_XAV_iHMP2_LIP_SM-6X9W2.raw
HMP2_C8-pos
C8p_rawData
0173_XAV_iHMP2_LIP_SM-9JYAI.raw
HMP2_C8-pos
C8p_rawData
0174_XAV_iHMP2_LIP_SM-7BF15.raw
HMP2_C8-pos
C8p_rawData
0175_XAV_iHMP2_LIP_SM-7IKZN.raw
HMP2_C8-pos
C8p_rawData
0176_XAV_iHMP2_LIP_SM-727GQ.raw
HMP2_C8-pos
C8p_rawData
0177_XAV_iHMP2_LIP_SM-AGUND.raw
HMP2_C8-pos
C8p_rawData
0178_XAV_iHMP2_LIP_SM-ATVT8.raw
HMP2_C8-pos
C8p_rawData
0179_XAV_iHMP2_LIP_SM-9NBEP.raw
HMP2_C8-pos
C8p_rawData
0180_XAV_iHMP2_LIP_SM-A1ZVJ.raw
HMP2_C8-pos
C8p_rawData
0181_XAV_iHMP2_LIP_SM-9SIJB.raw
HMP2_C8-pos
C8p_rawData
0182_XAV_iHMP2_LIP_SM-APDY4.raw
HMP2_C8-pos
C8p_rawData
0183_XAV_iHMP2_LIP_SM-7I1G3.raw
HMP2_C8-pos
C8p_rawData
0184_XAV_iHMP2_LIP_SM-A77UY.raw
HMP2_C8-pos
C8p_rawData
0185_XAV_iHMP2_LIP_SM-9RD3K.raw
HMP2_C8-pos
C8p_rawData
0186_XAV_iHMP2_LIP_SM-5XHHR.raw
HMP2_C8-pos
C8p_rawData
0187_XAV_iHMP2_LIP_SM-7D34K.raw
HMP2_C8-pos
C8p_rawData
0188_XAV_iHMP2_LIP_SM-69UMY.raw
HMP2_C8-pos
C8p_rawData
0189_XAV_iHMP2_LIP_SM-6XTSU.raw
HMP2_C8-pos
C8p_rawData
0190_XAV_iHMP2_LIP_SM-6GH65.raw
HMP2_C8-pos
C8p_rawData
0190a_0080ri_XAV_iHMP2_LIP_SM-AW574.raw
HMP2_C8-pos
C8p_rawData
0190b_0110ri_XAV_iHMP2_LIP_SM-A18Z1.raw
HMP2_C8-pos
C8p_rawData
0191_XAV_iHMP2_LIP_SM-B4A4G.raw
HMP2_C8-pos
C8p_rawData
0192_XAV_iHMP2_LIP_SM-77VQ3.raw
HMP2_C8-pos
C8p_rawData
0193_XAV_iHMP2_LIP_SM-7I9GC.raw
HMP2_C8-pos
C8p_rawData
0194_XAV_iHMP2_LIP_SM-6ZJI9.raw
HMP2_C8-pos
C8p_rawData
0195_XAV_iHMP2_LIP_SM-63ZAH.raw
HMP2_C8-pos
C8p_rawData
0196_XAV_iHMP2_LIP_SM-6KUC9.raw
HMP2_C8-pos
C8p_rawData
0197_XAV_iHMP2_LIP_SM-9Y7CW.raw
HMP2_C8-pos
C8p_rawData
0198_XAV_iHMP2_LIP_SM-9OS63.raw
HMP2_C8-pos
C8p_rawData
0199_XAV_iHMP2_LIP_SM-7EDA4.raw
HMP2_C8-pos
C8p_rawData
0200_XAV_iHMP2_LIP_SM-ADYKC.raw
HMP2_C8-pos
C8p_rawData
0201_XAV_iHMP2_LIP_SM-7K1UO.raw
HMP2_C8-pos
C8p_rawData
0202_XAV_iHMP2_LIP_SM-A5A1N.raw
HMP2_C8-pos
C8p_rawData
0203_XAV_iHMP2_LIP_SM-AIRV5.raw
HMP2_C8-pos
C8p_rawData
0204_XAV_iHMP2_LIP_SM-9SIZM.raw
HMP2_C8-pos
C8p_rawData
0205_XAV_iHMP2_LIP_SM-AF6M6.raw
HMP2_C8-pos
C8p_rawData
0206_XAV_iHMP2_LIP_SM-A2BG6.raw
HMP2_C8-pos
C8p_rawData
0207_XAV_iHMP2_LIP_SM-7K1VZ.raw
HMP2_C8-pos
C8p_rawData
0208_XAV_iHMP2_LIP_SM-734R8.raw
HMP2_C8-pos
C8p_rawData
0209_XAV_iHMP2_LIP_SM-7J5TO.raw
HMP2_C8-pos
C8p_rawData
0210_XAV_iHMP2_LIP_SM-7CRWX.raw
HMP2_C8-pos
C8p_rawData
0211_XAV_iHMP2_LIP_SM-ACTNU.raw
HMP2_C8-pos
C8p_rawData
0212_XAV_iHMP2_LIP_SM-A2HYU.raw
HMP2_C8-pos
C8p_rawData
0213_XAV_iHMP2_LIP_SM-9P5FO.raw
HMP2_C8-pos
C8p_rawData
0214_XAV_iHMP2_LIP_SM-A1C87.raw
HMP2_C8-pos
C8p_rawData
0215_XAV_iHMP2_LIP_SM-79RAY.raw
HMP2_C8-pos
C8p_rawData
0216_XAV_iHMP2_LIP_SM-AAHYE.raw
HMP2_C8-pos
C8p_rawData
0217_XAV_iHMP2_LIP_SM-7GYHL.raw
HMP2_C8-pos
C8p_rawData
0218_XAV_iHMP2_LIP_SM-9NBDO.raw
HMP2_C8-pos
C8p_rawData
0219_XAV_iHMP2_LIP_SM-6ZT3C.raw
HMP2_C8-pos
C8p_rawData
0220_XAV_iHMP2_LIP_SM-7FHYA.raw
HMP2_C8-pos
C8p_rawData
0221_XAV_iHMP2_LIP_SM-9T55H.raw
HMP2_C8-pos
C8p_rawData
0222_XAV_iHMP2_LIP_SM-7CP2V.raw
HMP2_C8-pos
C8p_rawData
0223_XAV_iHMP2_LIP_SM-73JXD.raw
HMP2_C8-pos
C8p_rawData
0224_XAV_iHMP2_LIP_SM-6M2VX.raw
HMP2_C8-pos
C8p_rawData
0225_XAV_iHMP2_LIP_SM-6XJUC.raw
HMP2_C8-pos
C8p_rawData
0226_XAV_iHMP2_LIP_SM-A3744.raw
HMP2_C8-pos
C8p_rawData
0227_XAV_iHMP2_LIP_SM-AEB6U.raw
HMP2_C8-pos
C8p_rawData
0228_XAV_iHMP2_LIP_SM-9U26Q.raw
HMP2_C8-pos
C8p_rawData
0229_XAV_iHMP2_LIP_SM-AVADL.raw
HMP2_C8-pos
C8p_rawData
0230_XAV_iHMP2_LIP_SM-A5A1V.raw
HMP2_C8-pos
C8p_rawData
0231_XAV_iHMP2_LIP_SM-9ZK9F.raw
HMP2_C8-pos
C8p_rawData
0232_XAV_iHMP2_LIP_SM-ADICO.raw
HMP2_C8-pos
C8p_rawData
0233_XAV_iHMP2_LIP_SM-9R78F.raw
HMP2_C8-pos
C8p_rawData
0234_XAV_iHMP2_LIP_SM-6ZUH2.raw
HMP2_C8-pos
C8p_rawData
0235_XAV_iHMP2_LIP_SM-7NH6E.raw
HMP2_C8-pos
C8p_rawData
0236_XAV_iHMP2_LIP_SM-7AMI9.raw
HMP2_C8-pos
C8p_rawData
0237_XAV_iHMP2_LIP_SM-7I1FQ.raw
HMP2_C8-pos
C8p_rawData
0238_XAV_iHMP2_LIP_SM-6RB9P.raw
HMP2_C8-pos
C8p_rawData
0239_XAV_iHMP2_LIP_SM-7IL1G.raw
HMP2_C8-pos
C8p_rawData
0240_XAV_iHMP2_LIP_SM-6AXJO.raw
HMP2_C8-pos
C8p_rawData
0241_XAV_iHMP2_LIP_SM-6ZKT1.raw
HMP2_C8-pos
C8p_rawData
0242_XAV_iHMP2_LIP_SM-7BF2M.raw
HMP2_C8-pos
C8p_rawData
0243_XAV_iHMP2_LIP_SM-APDWQ.raw
HMP2_C8-pos
C8p_rawData
0244_XAV_iHMP2_LIP_SM-7I9G4.raw
HMP2_C8-pos
C8p_rawData
0245_XAV_iHMP2_LIP_SM-61YN5.raw
HMP2_C8-pos
C8p_rawData
0246_XAV_iHMP2_LIP_SM-6XJTN.raw
HMP2_C8-pos
C8p_rawData
0247_XAV_iHMP2_LIP_SM-76LBZ.raw
HMP2_C8-pos
C8p_rawData
0248_XAV_iHMP2_LIP_SM-6DRTP.raw
HMP2_C8-pos
C8p_rawData
0249_XAV_iHMP2_LIP_SM-9W7VZ.raw
HMP2_C8-pos
C8p_rawData
0250_XAV_iHMP2_LIP_SM-7F43P.raw
HMP2_C8-pos
C8p_rawData
0251_XAV_iHMP2_LIP_SM-77M5K.raw
HMP2_C8-pos
C8p_rawData
0252_XAV_iHMP2_LIP_SM-7K1V5.raw
HMP2_C8-pos
C8p_rawData
0253_XAV_iHMP2_LIP_SM-6ZJI5.raw
HMP2_C8-pos
C8p_rawData
0254_XAV_iHMP2_LIP_SM-A77UI.raw
HMP2_C8-pos
C8p_rawData
0255_XAV_iHMP2_LIP_SM-9J5IX.raw
HMP2_C8-pos
C8p_rawData
0256_XAV_iHMP2_LIP_SM-9SNJ8.raw
HMP2_C8-pos
C8p_rawData
0257_XAV_iHMP2_LIP_SM-AMR2U.raw
HMP2_C8-pos
C8p_rawData
0258_XAV_iHMP2_LIP_SM-9ZE8H.raw
HMP2_C8-pos
C8p_rawData
0259_XAV_iHMP2_LIP_SM-7CP2F.raw
HMP2_C8-pos
C8p_rawData
0260_XAV_iHMP2_LIP_SM-6Q4FM.raw
HMP2_C8-pos
C8p_rawData
0261_XAV_iHMP2_LIP_SM-71ZV9.raw
HMP2_C8-pos
C8p_rawData
0262_XAV_iHMP2_LIP_SM-7M36P.raw
HMP2_C8-pos
C8p_rawData
0263_XAV_iHMP2_LIP_SM-9WYEF.raw
HMP2_C8-pos
C8p_rawData
0264_XAV_iHMP2_LIP_SM-7I1G7.raw
HMP2_C8-pos
C8p_rawData
0265_XAV_iHMP2_LIP_SM-7BP5K.raw
HMP2_C8-pos
C8p_rawData
0266_XAV_iHMP2_LIP_SM-689O4.raw
HMP2_C8-pos
C8p_rawData
0267_XAV_iHMP2_LIP_SM-6ZEVH.raw
HMP2_C8-pos
C8p_rawData
0268_XAV_iHMP2_LIP_SM-6KUCD.raw
HMP2_C8-pos
C8p_rawData
0269_XAV_iHMP2_LIP_SM-9IT11.raw
HMP2_C8-pos
C8p_rawData
0270_XAV_iHMP2_LIP_SM-6FNW6.raw
HMP2_C8-pos
C8p_rawData
0271_XAV_iHMP2_LIP_SM-6ZEUG.raw
HMP2_C8-pos
C8p_rawData
0272_XAV_iHMP2_LIP_SM-77M69.raw
HMP2_C8-pos
C8p_rawData
0273_XAV_iHMP2_LIP_SM-7HXJW.raw
HMP2_C8-pos
C8p_rawData
0275_XAV_iHMP2_LIP_SM-6OSOU.raw
HMP2_C8-pos
C8p_rawData
0276_XAV_iHMP2_LIP_SM-67WTX.raw
HMP2_C8-pos
C8p_rawData
0277_XAV_iHMP2_LIP_SM-6XTSQ.raw
HMP2_C8-pos
C8p_rawData
0278_XAV_iHMP2_LIP_SM-6EFPD.raw
HMP2_C8-pos
C8p_rawData
0279_XAV_iHMP2_LIP_SM-61NJ9.raw
HMP2_C8-pos
C8p_rawData
0280_XAV_iHMP2_LIP_SM-76EOD.raw
HMP2_C8-pos
C8p_rawData
0281_XAV_iHMP2_LIP_SM-7K1UW.raw
HMP2_C8-pos
C8p_rawData
0282_XAV_iHMP2_LIP_SM-6ZEVL.raw
HMP2_C8-pos
C8p_rawData
0284_XAV_iHMP2_LIP_SM-77FXF.raw
HMP2_C8-pos
C8p_rawData
0285_XAV_iHMP2_LIP_SM-9QVJX.raw
HMP2_C8-pos
C8p_rawData
0286_XAV_iHMP2_LIP_SM-7F1RS.raw
HMP2_C8-pos
C8p_rawData
0287_XAV_iHMP2_LIP_SM-A7J1H.raw
HMP2_C8-pos
C8p_rawData
0292_XAV_iHMP2_LIP_SM-ARMCB.raw
HMP2_C8-pos
C8p_rawData
0293_XAV_iHMP2_LIP_SM-7GFUX.raw
HMP2_C8-pos
C8p_rawData
0294_XAV_iHMP2_LIP_SM-6Y2UL.raw
HMP2_C8-pos
C8p_rawData
0295_XAV_iHMP2_LIP_SM-6MSSO.raw
HMP2_C8-pos
C8p_rawData
0296_XAV_iHMP2_LIP_SM-5ZNHS.raw
HMP2_C8-pos
C8p_rawData
0297_XAV_iHMP2_LIP_SM-7AA21.raw
HMP2_C8-pos
C8p_rawData
0298_XAV_iHMP2_LIP_SM-ADDF5.raw
HMP2_C8-pos
C8p_rawData
0301_XAV_iHMP2_LIP_SM-CSF71.raw
HMP2_C8-pos
C8p_rawData
0302_XAV_iHMP2_LIP_SM-72XGS.raw
HMP2_C8-pos
C8p_rawData
0303_XAV_iHMP2_LIP_SM-7GCHK.raw
HMP2_C8-pos
C8p_rawData
0304_XAV_iHMP2_LIP_SM-6FNVI.raw
HMP2_C8-pos
C8p_rawData
0305_XAV_iHMP2_LIP_SM-6XJTF.raw
HMP2_C8-pos
C8p_rawData
0306_XAV_iHMP2_LIP_SM-6OLSC.raw
HMP2_C8-pos
C8p_rawData
0307_XAV_iHMP2_LIP_SM-AKTYX.raw
HMP2_C8-pos
C8p_rawData
0308_XAV_iHMP2_LIP_SM-A9F5B.raw
HMP2_C8-pos
C8p_rawData
0309_XAV_iHMP2_LIP_SM-ARNW1.raw
HMP2_C8-pos
C8p_rawData
0310_XAV_iHMP2_LIP_SM-9NBE1.raw
HMP2_C8-pos
C8p_rawData
0310a_0124_XAVri_iHMP2_LIP_SM-7BF22.raw
HMP2_C8-pos
C8p_rawData
0310a_0128_XAVri_iHMP2_LIP_SM-7HAI4.raw
HMP2_C8-pos
C8p_rawData
0310a_0131_XAVri_iHMP2_LIP_SM-6X9W6.raw
HMP2_C8-pos
C8p_rawData
0310a_0274_XAVri_iHMP2_LIP_SM-6TO52.raw
HMP2_C8-pos
C8p_rawData
0310a_0283_XAVri_iHMP2_LIP_SM-9JYA2.raw
HMP2_C8-pos
C8p_rawData
0310a_0288_XAVri_iHMP2_LIP_SM-9VWAW.raw
HMP2_C8-pos
C8p_rawData
0310a_0289_XAVri_iHMP2_LIP_SM-9QMND.raw
HMP2_C8-pos
C8p_rawData
0310a_0290_XAVri_iHMP2_LIP_SM-7RFYJ.raw
HMP2_C8-pos
C8p_rawData
0310a_0291_XAVri_iHMP2_LIP_SM-AKTYL.raw
HMP2_C8-pos
C8p_rawData
0311_XAV_iHMP2_LIP_SM-9XKWX.raw
HMP2_C8-pos
C8p_rawData
0312_XAV_iHMP2_LIP_SM-ADID5.raw
HMP2_C8-pos
C8p_rawData
0313_XAV_iHMP2_LIP_SM-CSN3P.raw
HMP2_C8-pos
C8p_rawData
0314_XAV_iHMP2_LIP_SM-B58FG.raw
HMP2_C8-pos
C8p_rawData
0316_XAV_iHMP2_LIP_SM-6X9WM.raw
HMP2_C8-pos
C8p_rawData
0317_XAV_iHMP2_LIP_SM-74Y93.raw
HMP2_C8-pos
C8p_rawData
0318_XAV_iHMP2_LIP_SM-6KUCH.raw
HMP2_C8-pos
C8p_rawData
0319_XAV_iHMP2_LIP_SM-7IWF5.raw
HMP2_C8-pos
C8p_rawData
0320_XAV_iHMP2_LIP_SM-6BQPK.raw
HMP2_C8-pos
C8p_rawData
0321_XAV_iHMP2_LIP_SM-9IMBZ.raw
HMP2_C8-pos
C8p_rawData
0322_XAV_iHMP2_LIP_SM-6ZT3G.raw
HMP2_C8-pos
C8p_rawData
0324_XAV_iHMP2_LIP_SM-7K1V1.raw
HMP2_C8-pos
C8p_rawData
0325_XAV_iHMP2_LIP_SM-6OOEJ.raw
HMP2_C8-pos
C8p_rawData
0329_XAV_iHMP2_LIP_SM-ARMC7.raw
HMP2_C8-pos
C8p_rawData
0330_XAV_iHMP2_LIP_SM-A9F6G.raw
HMP2_C8-pos
C8p_rawData
0331_XAV_iHMP2_LIP_SM-7J5U1.raw
HMP2_C8-pos
C8p_rawData
0332_XAV_iHMP2_LIP_SM-AIG54.raw
HMP2_C8-pos
C8p_rawData
0333_XAV_iHMP2_LIP_SM-9SIZI.raw
HMP2_C8-pos
C8p_rawData
0334_XAV_iHMP2_LIP_SM-7R3AG.raw
HMP2_C8-pos
C8p_rawData
0335_XAV_iHMP2_LIP_SM-7DN37.raw
HMP2_C8-pos
C8p_rawData
0336_XAV_iHMP2_LIP_SM-6HUG5.raw
HMP2_C8-pos
C8p_rawData
0337_XAV_iHMP2_LIP_SM-7K1W8.raw
HMP2_C8-pos
C8p_rawData
0338_XAV_iHMP2_LIP_SM-6X9WU.raw
HMP2_C8-pos
C8p_rawData
0339_XAV_iHMP2_LIP_SM-7CP3G.raw
HMP2_C8-pos
C8p_rawData
0340_XAV_iHMP2_LIP_SM-76CAT.raw
HMP2_C8-pos
C8p_rawData
0341_XAV_iHMP2_LIP_SM-61N7T.raw
HMP2_C8-pos
C8p_rawData
0342_XAV_iHMP2_LIP_SM-A9J9N.raw
HMP2_C8-pos
C8p_rawData
0343_XAV_iHMP2_LIP_SM-9QMNL.raw
HMP2_C8-pos
C8p_rawData
0344_XAV_iHMP2_LIP_SM-7EWUS.raw
HMP2_C8-pos
C8p_rawData
0345_XAV_iHMP2_LIP_SM-9W3B4.raw
HMP2_C8-pos
C8p_rawData
0347_XAV_iHMP2_LIP_SM-AIG8M.raw
HMP2_C8-pos
C8p_rawData
0348_XAV_iHMP2_LIP_SM-7GYJZ.raw
HMP2_C8-pos
C8p_rawData
0349_XAV_iHMP2_LIP_SM-9RRZL.raw
HMP2_C8-pos
C8p_rawData
0350_XAV_iHMP2_LIP_SM-A12L2.raw
HMP2_C8-pos
C8p_rawData
0351_XAV_iHMP2_LIP_SM-7M8S2.raw
HMP2_C8-pos
C8p_rawData
0352_XAV_iHMP2_LIP_SM-AFSIK.raw
HMP2_C8-pos
C8p_rawData
0353_XAV_iHMP2_LIP_SM-7BF2Q.raw
HMP2_C8-pos
C8p_rawData
0354_XAV_iHMP2_LIP_SM-AVAE6.raw
HMP2_C8-pos
C8p_rawData
0355_XAV_iHMP2_LIP_SM-9ZJIA.raw
HMP2_C8-pos
C8p_rawData
0356_XAV_iHMP2_LIP_SM-AI38G.raw
HMP2_C8-pos
C8p_rawData
0357_XAV_iHMP2_LIP_SM-A77WI.raw
HMP2_C8-pos
C8p_rawData
0358_XAV_iHMP2_LIP_SM-CNIIF.raw
HMP2_C8-pos
C8p_rawData
0359_XAV_iHMP2_LIP_SM-B5F8Y.raw
HMP2_C8-pos
C8p_rawData
0360_XAV_iHMP2_LIP_SM-AV8JF.raw
HMP2_C8-pos
C8p_rawData
0361_XAV_iHMP2_LIP_SM-AJC3J.raw
HMP2_C8-pos
C8p_rawData
0362_XAV_iHMP2_LIP_SM-AE3RC.raw
HMP2_C8-pos
C8p_rawData
0363_XAV_iHMP2_LIP_SM-9U25X.raw
HMP2_C8-pos
C8p_rawData
0364_XAV_iHMP2_LIP_SM-A14C6.raw
HMP2_C8-pos
C8p_rawData
0365_XAV_iHMP2_LIP_SM-9VW8T.raw
HMP2_C8-pos
C8p_rawData
0366_XAV_iHMP2_LIP_SM-ASN2R.raw
HMP2_C8-pos
C8p_rawData
0367_XAV_iHMP2_LIP_SM-A9F5R.raw
HMP2_C8-pos
C8p_rawData
0368_XAV_iHMP2_LIP_SM-AIG5S.raw
HMP2_C8-pos
C8p_rawData
0369_XAV_iHMP2_LIP_SM-9J5IT.raw
HMP2_C8-pos
C8p_rawData
0370_XAV_iHMP2_LIP_SM-ATLL1.raw
HMP2_C8-pos
C8p_rawData
0371_XAV_iHMP2_LIP_SM-AIG6P.raw
HMP2_C8-pos
C8p_rawData
0372_XAV_iHMP2_LIP_SM-CHS76.raw
HMP2_C8-pos
C8p_rawData
0373_XAV_iHMP2_LIP_SM-B1JO5.raw
HMP2_C8-pos
C8p_rawData
0374_XAV_iHMP2_LIP_SM-6KUD2.raw
HMP2_C8-pos
C8p_rawData
0375_XAV_iHMP2_LIP_SM-7DN33.raw
HMP2_C8-pos
C8p_rawData
0376_XAV_iHMP2_LIP_SM-77FYC.raw
HMP2_C8-pos
C8p_rawData
0377_XAV_iHMP2_LIP_SM-6ZEV1.raw
HMP2_C8-pos
C8p_rawData
0379_XAV_iHMP2_LIP_SM-6J3OB.raw
HMP2_C8-pos
C8p_rawData
0380_XAV_iHMP2_LIP_SM-6XJTB.raw
HMP2_C8-pos
C8p_rawData
0381_XAV_iHMP2_LIP_SM-7IWES.raw
HMP2_C8-pos
C8p_rawData
0382_XAV_iHMP2_LIP_SM-76EO1.raw
HMP2_C8-pos
C8p_rawData
0383_XAV_iHMP2_LIP_SM-7E5EH.raw
HMP2_C8-pos
C8p_rawData
0384_XAV_iHMP2_LIP_SM-6XTSY.raw
HMP2_C8-pos
C8p_rawData
0385_XAV_iHMP2_LIP_SM-7FVSS.raw
HMP2_C8-pos
C8p_rawData
0386_XAV_iHMP2_LIP_SM-7CM7M.raw
HMP2_C8-pos
C8p_rawData
0387_XAV_iHMP2_LIP_SM-72ZHO.raw
HMP2_C8-pos
C8p_rawData
0388_XAV_iHMP2_LIP_SM-9VE4Y.raw
HMP2_C8-pos
C8p_rawData
0389_XAV_iHMP2_LIP_SM-A8MJS.raw
HMP2_C8-pos
C8p_rawData
0390_XAV_iHMP2_LIP_SM-9W7W4.raw
HMP2_C8-pos
C8p_rawData
0390a_0315ri_XAV_iHMP2_LIP_SM-A72E7.raw
HMP2_C8-pos
C8p_rawData
0390a_0323ri_XAV_iHMP2_LIP_SM-7BP4V.raw
HMP2_C8-pos
C8p_rawData
0390a_0326ri_XAV_iHMP2_LIP_SM-9RTUZ.raw
HMP2_C8-pos
C8p_rawData
0390a_0327ri_XAV_iHMP2_LIP_SM-AADKW.raw
HMP2_C8-pos
C8p_rawData
0390a_0328ri_XAV_iHMP2_LIP_SM-A12KL.raw
HMP2_C8-pos
C8p_rawData
0390a_0346ri_XAV_iHMP2_LIP_SM-7K1V9.raw
HMP2_C8-pos
C8p_rawData
0391_XAV_iHMP2_LIP_SM-AHUNW.raw
HMP2_C8-pos
C8p_rawData
0392_XAV_iHMP2_LIP_SM-7FK3W.raw
HMP2_C8-pos
C8p_rawData
0393_XAV_iHMP2_LIP_SM-AMR37.raw
HMP2_C8-pos
C8p_rawData
0394_XAV_iHMP2_LIP_SM-A4UVT.raw
HMP2_C8-pos
C8p_rawData
0395_XAV_iHMP2_LIP_SM-9RRZH.raw
HMP2_C8-pos
C8p_rawData
0396_XAV_iHMP2_LIP_SM-AF6NB.raw
HMP2_C8-pos
C8p_rawData
0397_XAV_iHMP2_LIP_SM-7K259.raw
HMP2_C8-pos
C8p_rawData
0398_XAV_iHMP2_LIP_SM-ARMDG.raw
HMP2_C8-pos
C8p_rawData
0399_XAV_iHMP2_LIP_SM-7I1H2.raw
HMP2_C8-pos
C8p_rawData
0400_XAV_iHMP2_LIP_SM-9QXOC.raw
HMP2_C8-pos
C8p_rawData
0401_XAV_iHMP2_LIP_SM-AFCKD.raw
HMP2_C8-pos
C8p_rawData
0402_XAV_iHMP2_LIP_SM-9QMQ9.raw
HMP2_C8-pos
C8p_rawData
0403_XAV_iHMP2_LIP_SM-9VWCE.raw
HMP2_C8-pos
C8p_rawData
0404_XAV_iHMP2_LIP_SM-9ZA5J.raw
HMP2_C8-pos
C8p_rawData
0405_XAV_iHMP2_LIP_SM-AGULV.raw
HMP2_C8-pos
C8p_rawData
0406_XAV_iHMP2_LIP_SM-AXQRD.raw
HMP2_C8-pos
C8p_rawData
0407_XAV_iHMP2_LIP_SM-AUP8B.raw
HMP2_C8-pos
C8p_rawData
0408_XAV_iHMP2_LIP_SM-A9F71.raw
HMP2_C8-pos
C8p_rawData
0409_XAV_iHMP2_LIP_SM-APDXF.raw
HMP2_C8-pos
C8p_rawData
0410_XAV_iHMP2_LIP_SM-6YAZR.raw
HMP2_C8-pos
C8p_rawData
0411_XAV_iHMP2_LIP_SM-7MCUF.raw
HMP2_C8-pos
C8p_rawData
0412_XAV_iHMP2_LIP_SM-76CAL.raw
HMP2_C8-pos
C8p_rawData
0413_XAV_iHMP2_LIP_SM-9RRZP.raw
HMP2_C8-pos
C8p_rawData
0414_XAV_iHMP2_LIP_SM-7IL1O.raw
HMP2_C8-pos
C8p_rawData
0415_XAV_iHMP2_LIP_SM-6M48S.raw
HMP2_C8-pos
C8p_rawData
0416_XAV_iHMP2_LIP_SM-64NA9.raw
HMP2_C8-pos
C8p_rawData
0417_XAV_iHMP2_LIP_SM-5QVZD.raw
HMP2_C8-pos
C8p_rawData
0418_XAV_iHMP2_LIP_SM-7IL1K.raw
HMP2_C8-pos
C8p_rawData
0419_XAV_iHMP2_LIP_SM-71WY2.raw
HMP2_C8-pos
C8p_rawData
0420_XAV_iHMP2_LIP_SM-7CRX2.raw
HMP2_C8-pos
C8p_rawData
0421_XAV_iHMP2_LIP_SM-6MYZ2.raw
HMP2_C8-pos
C8p_rawData
0422_XAV_iHMP2_LIP_SM-7ED9R.raw
HMP2_C8-pos
C8p_rawData
0423_XAV_iHMP2_LIP_SM-76EO9.raw
HMP2_C8-pos
C8p_rawData
0424_XAV_iHMP2_LIP_SM-6Y87V.raw
HMP2_C8-pos
C8p_rawData
0425_XAV_iHMP2_LIP_SM-A2HYM.raw
HMP2_C8-pos
C8p_rawData
0426_XAV_iHMP2_LIP_SM-7IWEW.raw
HMP2_C8-pos
C8p_rawData
0427_XAV_iHMP2_LIP_SM-9P5FG.raw
HMP2_C8-pos
C8p_rawData
0428_XAV_iHMP2_LIP_SM-9SIIW.raw
HMP2_C8-pos
C8p_rawData
0429_XAV_iHMP2_LIP_SM-7J5TW.raw
HMP2_C8-pos
C8p_rawData
0430_XAV_iHMP2_LIP_SM-7E5ED.raw
HMP2_C8-pos
C8p_rawData
0431_XAV_iHMP2_LIP_SM-6ZT2N.raw
HMP2_C8-pos
C8p_rawData
0432_XAV_iHMP2_LIP_SM-6XSL6.raw
HMP2_C8-pos
C8p_rawData
0433_XAV_iHMP2_LIP_SM-9SNJ4.raw
HMP2_C8-pos
C8p_rawData
0434_XAV_iHMP2_LIP_SM-7MCTQ.raw
HMP2_C8-pos
C8p_rawData
0435_XAV_iHMP2_LIP_SM-7CRWP.raw
HMP2_C8-pos
C8p_rawData
0436_XAV_iHMP2_LIP_SM-CJ2ZF.raw
HMP2_C8-pos
C8p_rawData
0437_XAV_iHMP2_LIP_SM-AMR3J.raw
HMP2_C8-pos
C8p_rawData
0438_XAV_iHMP2_LIP_SM-AVADT.raw
HMP2_C8-pos
C8p_rawData
0439_XAV_iHMP2_LIP_SM-B1SBW.raw
HMP2_C8-pos
C8p_rawData
0440_XAV_iHMP2_LIP_SM-AK8KS.raw
HMP2_C8-pos
C8p_rawData
0441_XAV_iHMP2_LIP_SM-B4LHS.raw
HMP2_C8-pos
C8p_rawData
0442_XAV_iHMP2_LIP_SM-CEFO7.raw
HMP2_C8-pos
C8p_rawData
0443_XAV_iHMP2_LIP_SM-CRT7P.raw
HMP2_C8-pos
C8p_rawData
0444_XAV_iHMP2_LIP_SM-AWQK7.raw
HMP2_C8-pos
C8p_rawData
0445_XAV_iHMP2_LIP_SM-9NBF6.raw
HMP2_C8-pos
C8p_rawData
0446_XAV_iHMP2_LIP_SM-9ZE8T.raw
HMP2_C8-pos
C8p_rawData
0447_XAV_iHMP2_LIP_SM-7D34O.raw
HMP2_C8-pos
C8p_rawData
0448_XAV_iHMP2_LIP_SM-7NSP1.raw
HMP2_C8-pos
C8p_rawData
0449_XAV_iHMP2_LIP_SM-7F1RW.raw
HMP2_C8-pos
C8p_rawData
0450_XAV_iHMP2_LIP_SM-9T55L.raw
HMP2_C8-pos
C8p_rawData
0451_XAV_iHMP2_LIP_SM-A8XLM.raw
HMP2_C8-pos
C8p_rawData
0452_XAV_iHMP2_LIP_SM-AK8LH.raw
HMP2_C8-pos
C8p_rawData
0453_XAV_iHMP2_LIP_SM-7J5UD.raw
HMP2_C8-pos
C8p_rawData
0454_XAV_iHMP2_LIP_SM-9YTMA.raw
HMP2_C8-pos
C8p_rawData
0455_XAV_iHMP2_LIP_SM-AFSIO.raw
HMP2_C8-pos
C8p_rawData
0456_XAV_iHMP2_LIP_SM-AVPGZ.raw
HMP2_C8-pos
C8p_rawData
0457_XAV_iHMP2_LIP_SM-9O9R1.raw
HMP2_C8-pos
C8p_rawData
0458_XAV_iHMP2_LIP_SM-A14CQ.raw
HMP2_C8-pos
C8p_rawData
0459_XAV_iHMP2_LIP_SM-C1WB2.raw
HMP2_C8-pos
C8p_rawData
0460_XAV_iHMP2_LIP_SM-CH32P.raw
HMP2_C8-pos
C8p_rawData
0461_XAV_iHMP2_LIP_SM-AFSIG.raw
HMP2_C8-pos
C8p_rawData
0462_XAV_iHMP2_LIP_SM-AJDM5.raw
HMP2_C8-pos
C8p_rawData
0463_XAV_iHMP2_LIP_SM-A47S3.raw
HMP2_C8-pos
C8p_rawData
0464_XAV_iHMP2_LIP_SM-ASN2Z.raw
HMP2_C8-pos
C8p_rawData
0465_XAV_iHMP2_LIP_SM-B5F9B.raw
HMP2_C8-pos
C8p_rawData
0466_XAV_iHMP2_LIP_SM-CHZLQ.raw
HMP2_C8-pos
C8p_rawData
0467_XAV_iHMP2_LIP_SM-CL4HR.raw
HMP2_C8-pos
C8p_rawData
0468_XAV_iHMP2_LIP_SM-AGUNH.raw
HMP2_C8-pos
C8p_rawData
0469_XAV_iHMP2_LIP_SM-5U5DE.raw
HMP2_C8-pos
C8p_rawData
0470_XAV_iHMP2_LIP_SM-6WJN1.raw
HMP2_C8-pos
C8p_rawData
0470a_0378ri_XAV_iHMP2_LIP_SM-62ARQ.raw
HMP2_C8-pos
C8p_rawData
0471_XAV_iHMP2_LIP_SM-76ENW.raw
HMP2_C8-pos
C8p_rawData
0472_XAV_iHMP2_LIP_SM-7DGV5.raw
HMP2_C8-pos
C8p_rawData
0473_XAV_iHMP2_LIP_SM-6CAJI.raw
HMP2_C8-pos
C8p_rawData
0475_XAV_iHMP2_LIP_SM-7R3AC.raw
HMP2_C8-pos
C8p_rawData
0476_XAV_iHMP2_LIP_SM-9U262.raw
HMP2_C8-pos
C8p_rawData
0477_XAV_iHMP2_LIP_SM-7AK5U.raw
HMP2_C8-pos
C8p_rawData
0478_XAV_iHMP2_LIP_SM-9RD3C.raw
HMP2_C8-pos
C8p_rawData
0479_XAV_iHMP2_LIP_SM-A4O3C.raw
HMP2_C8-pos
C8p_rawData
0480_XAV_iHMP2_LIP_SM-77FXZ.raw
HMP2_C8-pos
C8p_rawData
0481_XAV_iHMP2_LIP_SM-7DGV1.raw
HMP2_C8-pos
C8p_rawData
0482_XAV_iHMP2_LIP_SM-7I1GX.raw
HMP2_C8-pos
C8p_rawData
0483_XAV_iHMP2_LIP_SM-A12KH.raw
HMP2_C8-pos
C8p_rawData
0484_XAV_iHMP2_LIP_SM-AFJ1N.raw
HMP2_C8-pos
C8p_rawData
0485_XAV_iHMP2_LIP_SM-AM1I6.raw
HMP2_C8-pos
C8p_rawData
0486_XAV_iHMP2_LIP_SM-9HYXZ.raw
HMP2_C8-pos
C8p_rawData
0487_XAV_iHMP2_LIP_SM-9OS7N.raw
HMP2_C8-pos
C8p_rawData
0488_XAV_iHMP2_LIP_SM-AHUO1.raw
HMP2_C8-pos
C8p_rawData
0489_XAV_iHMP2_LIP_SM-AVJBU.raw
HMP2_C8-pos
C8p_rawData
0490_XAV_iHMP2_LIP_SM-9WOBD.raw
HMP2_C8-pos
C8p_rawData
0491_XAV_iHMP2_LIP_SM-B2OQN.raw
HMP2_C8-pos
C8p_rawData
0492_XAV_iHMP2_LIP_SM-CE9V4.raw
HMP2_C8-pos
C8p_rawData
0493_XAV_iHMP2_LIP_SM-A5QMX.raw
HMP2_C8-pos
C8p_rawData
0494_XAV_iHMP2_LIP_SM-9VWC6.raw
HMP2_C8-pos
C8p_rawData
0495_XAV_iHMP2_LIP_SM-AGUN1.raw
HMP2_C8-pos
C8p_rawData
0496_XAV_iHMP2_LIP_SM-AVR79.raw
HMP2_C8-pos
C8p_rawData
0497_XAV_iHMP2_LIP_SM-B2OQ7.raw
HMP2_C8-pos
C8p_rawData
0498_XAV_iHMP2_LIP_SM-9ZGIF.raw
HMP2_C8-pos
C8p_rawData
0499_XAV_iHMP2_LIP_SM-ARB69.raw
HMP2_C8-pos
C8p_rawData
0500_XAV_iHMP2_LIP_SM-CG7AV.raw
HMP2_C8-pos
C8p_rawData
0501_XAV_iHMP2_LIP_SM-ADDEW.raw
HMP2_C8-pos
C8p_rawData
0502_XAV_iHMP2_LIP_SM-ACTNE.raw
HMP2_C8-pos
C8p_rawData
0503_XAV_iHMP2_LIP_SM-AXQRH.raw
HMP2_C8-pos
C8p_rawData
0504_XAV_iHMP2_LIP_SM-CE6ZH.raw
HMP2_C8-pos
C8p_rawData
0505_XAV_iHMP2_LIP_SM-CH32H.raw
HMP2_C8-pos
C8p_rawData
0506_XAV_iHMP2_LIP_SM-APR9Q.raw
HMP2_C8-pos
C8p_rawData
0507_XAV_iHMP2_LIP_SM-787I4.raw
HMP2_C8-pos
C8p_rawData
0508_XAV_iHMP2_LIP_SM-9X47O.raw
HMP2_C8-pos
C8p_rawData
0509_XAV_iHMP2_LIP_SM-7GCHC.raw
HMP2_C8-pos
C8p_rawData
0511_XAV_iHMP2_LIP_SM-CMUKL.raw
HMP2_C8-pos
C8p_rawData
0513_XAV_iHMP2_LIP_SM-AAHYA.raw
HMP2_C8-pos
C8p_rawData
0514_XAV_iHMP2_LIP_SM-AUNQ5.raw
HMP2_C8-pos
C8p_rawData
0515_XAV_iHMP2_LIP_SM-A18YS.raw
HMP2_C8-pos
C8p_rawData
0516_XAV_iHMP2_LIP_SM-AYMHV.raw
HMP2_C8-pos
C8p_rawData
0517_XAV_iHMP2_LIP_SM-BZ5M6.raw
HMP2_C8-pos
C8p_rawData
0518_XAV_iHMP2_LIP_SM-CNW2E.raw
HMP2_C8-pos
C8p_rawData
0519_XAV_iHMP2_LIP_SM-AE3QV.raw
HMP2_C8-pos
C8p_rawData
0520_XAV_iHMP2_LIP_SM-AQJXS.raw
HMP2_C8-pos
C8p_rawData
0521_XAV_iHMP2_LIP_SM-CKJ6T.raw
HMP2_C8-pos
C8p_rawData
0522_XAV_iHMP2_LIP_SM-COSYB.raw
HMP2_C8-pos
C8p_rawData
0523_XAV_iHMP2_LIP_SM-AFSHZ.raw
HMP2_C8-pos
C8p_rawData
0524_XAV_iHMP2_LIP_SM-AN5FZ.raw
HMP2_C8-pos
C8p_rawData
0525_XAV_iHMP2_LIP_SM-ARMBY.raw
HMP2_C8-pos
C8p_rawData
0526_XAV_iHMP2_LIP_SM-CJNBH.raw
HMP2_C8-pos
C8p_rawData
0527_XAV_iHMP2_LIP_SM-CTTKY.raw
HMP2_C8-pos
C8p_rawData
0528_XAV_iHMP2_LIP_SM-ATVSR.raw
HMP2_C8-pos
C8p_rawData
0529_XAV_iHMP2_LIP_SM-AVR6W.raw
HMP2_C8-pos
C8p_rawData
0530_XAV_iHMP2_LIP_SM-B5ORH.raw
HMP2_C8-pos
C8p_rawData
0531_XAV_iHMP2_LIP_SM-CRP6E.raw
HMP2_C8-pos
C8p_rawData
0532_XAV_iHMP2_LIP_SM-BZIQP.raw
HMP2_C8-pos
C8p_rawData
0533_XAV_iHMP2_LIP_SM-AFCK9.raw
HMP2_C8-pos
C8p_rawData
0534_XAV_iHMP2_LIP_SM-AKTY5.raw
HMP2_C8-pos
C8p_rawData
0535_XAV_iHMP2_LIP_SM-AU2MF.raw
HMP2_C8-pos
C8p_rawData
0536_XAV_iHMP2_LIP_SM-9OS67.raw
HMP2_C8-pos
C8p_rawData
0537_XAV_iHMP2_LIP_SM-BZNKI.raw
HMP2_C8-pos
C8p_rawData
0538_XAV_iHMP2_LIP_SM-9Y49Z.raw
HMP2_C8-pos
C8p_rawData
0539_XAV_iHMP2_LIP_SM-9XIOX.raw
HMP2_C8-pos
C8p_rawData
0540_XAV_iHMP2_LIP_SM-AWJJY.raw
HMP2_C8-pos
C8p_rawData
0541_XAV_iHMP2_LIP_SM-BZNLC.raw
HMP2_C8-pos
C8p_rawData
0542_XAV_iHMP2_LIP_SM-AGUMC.raw
HMP2_C8-pos
C8p_rawData
0544_XAV_iHMP2_LIP_SM-9OS8K.raw
HMP2_C8-pos
C8p_rawData
0545_XAV_iHMP2_LIP_SM-A2HYY.raw
HMP2_C8-pos
C8p_rawData
0547_XAV_iHMP2_LIP_SM-A9F75.raw
HMP2_C8-pos
C8p_rawData
0548_XAV_iHMP2_LIP_SM-AKTZI.raw
HMP2_C8-pos
C8p_rawData
0549_XAV_iHMP2_LIP_SM-6XSLI.raw
HMP2_C8-pos
C8p_rawData
0550c_0474ri_XAV_iHMP2_LIP_SM-6ZKY3.raw
HMP2_C8-pos
C8p_rawData
0550d_0510ri_XAV_iHMP2_LIP_SM-9RYI7.raw
HMP2_C8-pos
C8p_rawData
0550e_0543ri_XAV_iHMP2_LIP_SM-A375P.raw
HMP2_HILIC-neg
HILn_rawData
0001_XAV_iHMP2_CMH_SM-6JWO4.raw
HMP2_HILIC-neg
HILn_rawData
0002_XAV_iHMP2_CMH_SM-7CRWL.raw
HMP2_HILIC-neg
HILn_rawData
0003_XAV_iHMP2_CMH_SM-73BN6.raw
HMP2_HILIC-neg
HILn_rawData
0004_XAV_iHMP2_CMH_SM-9PPUW.raw
HMP2_HILIC-neg
HILn_rawData
0005_XAV_iHMP2_CMH_SM-7IWFL.raw
HMP2_HILIC-neg
HILn_rawData
0006_XAV_iHMP2_CMH_SM-6X9WE.raw
HMP2_HILIC-neg
HILn_rawData
0007_XAV_iHMP2_CMH_SM-9WOBT.raw
HMP2_HILIC-neg
HILn_rawData
0008_XAV_iHMP2_CMH_SM-7IL14.raw
HMP2_HILIC-neg
HILn_rawData
0009_XAV_iHMP2_CMH_SM-71WXD.raw
HMP2_HILIC-neg
HILn_rawData
0010_XAV_iHMP2_CMH_SM-7BF1T.raw
HMP2_HILIC-neg
HILn_rawData
0011_XAV_iHMP2_CMH_SM-A5QNE.raw
HMP2_HILIC-neg
HILn_rawData
0012_XAV_iHMP2_CMH_SM-6WU1I.raw
HMP2_HILIC-neg
HILn_rawData
0013_XAV_iHMP2_CMH_SM-A312T.raw
HMP2_HILIC-neg
HILn_rawData
0014_XAV_iHMP2_CMH_SM-7ED9N.raw
HMP2_HILIC-neg
HILn_rawData
0015_XAV_iHMP2_CMH_SM-9QMN9.raw
HMP2_HILIC-neg
HILn_rawData
0016_XAV_iHMP2_CMH_SM-72ZHG.raw
HMP2_HILIC-neg
HILn_rawData
0017_XAV_iHMP2_CMH_SM-AVPGV.raw
HMP2_HILIC-neg
HILn_rawData
0018_XAV_iHMP2_CMH_SM-B58G1.raw
HMP2_HILIC-neg
HILn_rawData
0019_XAV_iHMP2_CMH_SM-9W3AD.raw
HMP2_HILIC-neg
HILn_rawData
0020_XAV_iHMP2_CMH_SM-9ZEPA.raw
HMP2_HILIC-neg
HILn_rawData
0021_XAV_iHMP2_CMH_SM-9QVK2.raw
HMP2_HILIC-neg
HILn_rawData
0022_XAV_iHMP2_CMH_SM-A7J1X.raw
HMP2_HILIC-neg
HILn_rawData
0023_XAV_iHMP2_CMH_SM-AFCKH.raw
HMP2_HILIC-neg
HILn_rawData
0024_XAV_iHMP2_CMH_SM-6CAJC.raw
HMP2_HILIC-neg
HILn_rawData
0025_XAV_iHMP2_CMH_SM-7HXJO.raw
HMP2_HILIC-neg
HILn_rawData
0026_XAV_iHMP2_CMH_SM-6ZEU8.raw
HMP2_HILIC-neg
HILn_rawData
0027_XAV_iHMP2_CMH_SM-77FXR.raw
HMP2_HILIC-neg
HILn_rawData
0028_XAV_iHMP2_CMH_SM-5Q4W7.raw
HMP2_HILIC-neg
HILn_rawData
0029_XAV_iHMP2_CMH_SM-5ZNHM.raw
HMP2_HILIC-neg
HILn_rawData
0030_XAV_iHMP2_CMH_SM-6KUCT.raw
HMP2_HILIC-neg
HILn_rawData
0031_XAV_iHMP2_CMH_SM-9SKIL.raw
HMP2_HILIC-neg
HILn_rawData
0032_XAV_iHMP2_CMH_SM-ACTOF.raw
HMP2_HILIC-neg
HILn_rawData
0033_XAV_iHMP2_CMH_SM-A7J1L.raw
HMP2_HILIC-neg
HILn_rawData
0034_XAV_iHMP2_CMH_SM-A5A1R.raw
HMP2_HILIC-neg
HILn_rawData
0035_XAV_iHMP2_CMH_SM-9XIOJ.raw
HMP2_HILIC-neg
HILn_rawData
0036_XAV_iHMP2_CMH_SM-7DGUW.raw
HMP2_HILIC-neg
HILn_rawData
0037_XAV_iHMP2_CMH_SM-7IWEO.raw
HMP2_HILIC-neg
HILn_rawData
0038_XAV_iHMP2_CMH_SM-9Y4AC.raw
HMP2_HILIC-neg
HILn_rawData
0039_XAV_iHMP2_CMH_SM-76C9O.raw
HMP2_HILIC-neg
HILn_rawData
0040_XAV_iHMP2_CMH_SM-7CP34.raw
HMP2_HILIC-neg
HILn_rawData
0041_XAV_iHMP2_CMH_SM-9PJ1E.raw
HMP2_HILIC-neg
HILn_rawData
0042_XAV_iHMP2_CMH_SM-9RTV8.raw
HMP2_HILIC-neg
HILn_rawData
0043_XAV_iHMP2_CMH_SM-6ZKSA.raw
HMP2_HILIC-neg
HILn_rawData
0044_XAV_iHMP2_CMH_SM-791B7.raw
HMP2_HILIC-neg
HILn_rawData
0045_XAV_iHMP2_CMH_SM-A373R.raw
HMP2_HILIC-neg
HILn_rawData
0046_XAV_iHMP2_CMH_SM-7M8SE.raw
HMP2_HILIC-neg
HILn_rawData
0047_XAV_iHMP2_CMH_SM-7GYIA.raw
HMP2_HILIC-neg
HILn_rawData
0048_XAV_iHMP2_CMH_SM-9OS8G.raw
HMP2_HILIC-neg
HILn_rawData
0049_XAV_iHMP2_CMH_SM-7BP5C.raw
HMP2_HILIC-neg
HILn_rawData
0050_XAV_iHMP2_CMH_SM-A62BX.raw
HMP2_HILIC-neg
HILn_rawData
0051_XAV_iHMP2_CMH_SM-9WOBP.raw
HMP2_HILIC-neg
HILn_rawData
0052_XAV_iHMP2_CMH_SM-7H4HL.raw
HMP2_HILIC-neg
HILn_rawData
0053_XAV_iHMP2_CMH_SM-71WXX.raw
HMP2_HILIC-neg
HILn_rawData
0054_XAV_iHMP2_CMH_SM-7H4GS.raw
HMP2_HILIC-neg
HILn_rawData
0055_XAV_iHMP2_CMH_SM-AADL1.raw
HMP2_HILIC-neg
HILn_rawData
0056_XAV_iHMP2_CMH_SM-9YHLB.raw
HMP2_HILIC-neg
HILn_rawData
0057_XAV_iHMP2_CMH_SM-9OS7Z.raw
HMP2_HILIC-neg
HILn_rawData
0058_XAV_iHMP2_CMH_SM-BYMCC.raw
HMP2_HILIC-neg
HILn_rawData
0059_XAV_iHMP2_CMH_SM-CQEDG.raw
HMP2_HILIC-neg
HILn_rawData
0060_XAV_iHMP2_CMH_SM-CLM5L.raw
HMP2_HILIC-neg
HILn_rawData
0061_XAV_iHMP2_CMH_SM-AN5FR.raw
HMP2_HILIC-neg
HILn_rawData
0062_XAV_iHMP2_CMH_SM-ARWVG.raw
HMP2_HILIC-neg
HILn_rawData
0063_XAV_iHMP2_CMH_SM-AHF2E.raw
HMP2_HILIC-neg
HILn_rawData
0064_XAV_iHMP2_CMH_SM-7EDA8.raw
HMP2_HILIC-neg
HILn_rawData
0065_XAV_iHMP2_CMH_SM-A1ZUY.raw
HMP2_HILIC-neg
HILn_rawData
0066_XAV_iHMP2_CMH_SM-7KMR8.raw
HMP2_HILIC-neg
HILn_rawData
0067_XAV_iHMP2_CMH_SM-ACTNY.raw
HMP2_HILIC-neg
HILn_rawData
0068_XAV_iHMP2_CMH_SM-791B3.raw
HMP2_HILIC-neg
HILn_rawData
0069_XAV_iHMP2_CMH_SM-9OS5Y.raw
HMP2_HILIC-neg
HILn_rawData
0070_XAV_iHMP2_CMH_SM-71WX9.raw
HMP2_HILIC-neg
HILn_rawData
0071_XAV_iHMP2_CMH_SM-9JUD6.raw
HMP2_HILIC-neg
HILn_rawData
0072_XAV_iHMP2_CMH_SM-A5QN2.raw
HMP2_HILIC-neg
HILn_rawData
0073_XAV_iHMP2_CMH_SM-9VW8X.raw
HMP2_HILIC-neg
HILn_rawData
0074_XAV_iHMP2_CMH_SM-7CP2Z.raw
HMP2_HILIC-neg
HILn_rawData
0075_XAV_iHMP2_CMH_SM-7GYHH.raw
HMP2_HILIC-neg
HILn_rawData
0076_XAV_iHMP2_CMH_SM-9PJ16.raw
HMP2_HILIC-neg
HILn_rawData
0077_XAV_iHMP2_CMH_SM-AGUN5.raw
HMP2_HILIC-neg
HILn_rawData
0078_XAV_iHMP2_CMH_SM-9W7W8.raw
HMP2_HILIC-neg
HILn_rawData
0079_XAV_iHMP2_CMH_SM-A9VSE.raw
HMP2_HILIC-neg
HILn_rawData
0080_XAV_iHMP2_CMH_SM-AW574.raw
HMP2_HILIC-neg
HILn_rawData
0081_XAV_iHMP2_CMH_SM-6BKS1.raw
HMP2_HILIC-neg
HILn_rawData
0082_XAV_iHMP2_CMH_SM-74Y7D.raw
HMP2_HILIC-neg
HILn_rawData
0083_XAV_iHMP2_CMH_SM-7H4H1.raw
HMP2_HILIC-neg
HILn_rawData
0084_XAV_iHMP2_CMH_SM-61U3T.raw
HMP2_HILIC-neg
HILn_rawData
0085_XAV_iHMP2_CMH_SM-6XNM3.raw
HMP2_HILIC-neg
HILn_rawData
0086_XAV_iHMP2_CMH_SM-AKTXS.raw
HMP2_HILIC-neg
HILn_rawData
0087_XAV_iHMP2_CMH_SM-CMUKP.raw
HMP2_HILIC-neg
HILn_rawData
0088_XAV_iHMP2_CMH_SM-AF6MI.raw
HMP2_HILIC-neg
HILn_rawData
0089_XAV_iHMP2_CMH_SM-A47RS.raw
HMP2_HILIC-neg
HILn_rawData
0090_XAV_iHMP2_CMH_SM-BZWMX.raw
HMP2_HILIC-neg
HILn_rawData
0091_XAV_iHMP2_CMH_SM-AVADD.raw
HMP2_HILIC-neg
HILn_rawData
0092_XAV_iHMP2_CMH_SM-6Q4FQ.raw
HMP2_HILIC-neg
HILn_rawData
0093_XAV_iHMP2_CMH_SM-5ZZL9.raw
HMP2_HILIC-neg
HILn_rawData
0094_XAV_iHMP2_CMH_SM-689SS.raw
HMP2_HILIC-neg
HILn_rawData
0095_XAV_iHMP2_CMH_SM-77M65.raw
HMP2_HILIC-neg
HILn_rawData
0096_XAV_iHMP2_CMH_SM-7B7LB.raw
HMP2_HILIC-neg
HILn_rawData
0097_XAV_iHMP2_CMH_SM-AG78Z.raw
HMP2_HILIC-neg
HILn_rawData
0098_XAV_iHMP2_CMH_SM-9KOPV.raw
HMP2_HILIC-neg
HILn_rawData
0099_XAV_iHMP2_CMH_SM-9SD8V.raw
HMP2_HILIC-neg
HILn_rawData
0100_XAV_iHMP2_CMH_SM-7IWF9.raw
HMP2_HILIC-neg
HILn_rawData
0101_XAV_iHMP2_CMH_SM-A3J7F.raw
HMP2_HILIC-neg
HILn_rawData
0102_XAV_iHMP2_CMH_SM-C1MZ3.raw
HMP2_HILIC-neg
HILn_rawData
0103_XAV_iHMP2_CMH_SM-CHS72.raw
HMP2_HILIC-neg
HILn_rawData
0104_XAV_iHMP2_CMH_SM-ARMBQ.raw
HMP2_HILIC-neg
HILn_rawData
0105_XAV_iHMP2_CMH_SM-AXTT4.raw
HMP2_HILIC-neg
HILn_rawData
0106_XAV_iHMP2_CMH_SM-A77UE.raw
HMP2_HILIC-neg
HILn_rawData
0107_XAV_iHMP2_CMH_SM-B1JOP.raw
HMP2_HILIC-neg
HILn_rawData
0108_XAV_iHMP2_CMH_SM-AG2E3.raw
HMP2_HILIC-neg
HILn_rawData
0109_XAV_iHMP2_CMH_SM-CTLFU.raw
HMP2_HILIC-neg
HILn_rawData
0110_XAV_iHMP2_CMH_SM-A18Z1.raw
HMP2_HILIC-neg
HILn_rawData
0111_XAV_iHMP2_CMH_SM-AF6MY.raw
HMP2_HILIC-neg
HILn_rawData
0112_XAV_iHMP2_CMH_SM-72PGN.raw
HMP2_HILIC-neg
HILn_rawData
0113_XAV_iHMP2_CMH_SM-7HNM8.raw
HMP2_HILIC-neg
HILn_rawData
0114_XAV_iHMP2_CMH_SM-9RTUR.raw
HMP2_HILIC-neg
HILn_rawData
0115_XAV_iHMP2_CMH_SM-7AA1S.raw
HMP2_HILIC-neg
HILn_rawData
0116_XAV_iHMP2_CMH_SM-6X9WA.raw
HMP2_HILIC-neg
HILn_rawData
0117_XAV_iHMP2_CMH_SM-6CAKR.raw
HMP2_HILIC-neg
HILn_rawData
0118_XAV_iHMP2_CMH_SM-74Y71.raw
HMP2_HILIC-neg
HILn_rawData
0119_XAV_iHMP2_CMH_SM-7FK4D.raw
HMP2_HILIC-neg
HILn_rawData
0120_XAV_iHMP2_CMH_SM-5QVZ9.raw
HMP2_HILIC-neg
HILn_rawData
0121_XAV_iHMP2_CMH_SM-6WOC1.raw
HMP2_HILIC-neg
HILn_rawData
0122_XAV_iHMP2_CMH_SM-5WXZX.raw
HMP2_HILIC-neg
HILn_rawData
0123_XAV_iHMP2_CMH_SM-71WXH.raw
HMP2_HILIC-neg
HILn_rawData
0124_XAV_iHMP2_CMH_SM-7BF22.raw
HMP2_HILIC-neg
HILn_rawData
0125_XAV_iHMP2_CMH_SM-9PJ1I.raw
HMP2_HILIC-neg
HILn_rawData
0126_XAV_iHMP2_CMH_SM-A61QG.raw
HMP2_HILIC-neg
HILn_rawData
0127_XAV_iHMP2_CMH_SM-9UW5S.raw
HMP2_HILIC-neg
HILn_rawData
0128_XAV_iHMP2_CMH_SM-7HAI4.raw
HMP2_HILIC-neg
HILn_rawData
0129_XAV_iHMP2_CMH_SM-6HUBR.raw
HMP2_HILIC-neg
HILn_rawData
0130_XAV_iHMP2_CMH_SM-9OS6B.raw
HMP2_HILIC-neg
HILn_rawData
0131_XAV_iHMP2_CMH_SM-6X9W6.raw
HMP2_HILIC-neg
HILn_rawData
0132_XAV_iHMP2_CMH_SM-7IKZB.raw
HMP2_HILIC-neg
HILn_rawData
0133_XAV_iHMP2_CMH_SM-73BMX.raw
HMP2_HILIC-neg
HILn_rawData
0134_XAV_iHMP2_CMH_SM-7EDAC.raw
HMP2_HILIC-neg
HILn_rawData
0135_XAV_iHMP2_CMH_SM-9ZE8P.raw
HMP2_HILIC-neg
HILn_rawData
0136_XAV_iHMP2_CMH_SM-CP6EO.raw
HMP2_HILIC-neg
HILn_rawData
0137_XAV_iHMP2_CMH_SM-A9F53.raw
HMP2_HILIC-neg
HILn_rawData
0138_XAV_iHMP2_CMH_SM-AXTSZ.raw
HMP2_HILIC-neg
HILn_rawData
0139_XAV_iHMP2_CMH_SM-AKTYH.raw
HMP2_HILIC-neg
HILn_rawData
0140_XAV_iHMP2_CMH_SM-7IKZF.raw
HMP2_HILIC-neg
HILn_rawData
0141_XAV_iHMP2_CMH_SM-7AMIH.raw
HMP2_HILIC-neg
HILn_rawData
0142_XAV_iHMP2_CMH_SM-6SF6T.raw
HMP2_HILIC-neg
HILn_rawData
0143_XAV_iHMP2_CMH_SM-9KOMO.raw
HMP2_HILIC-neg
HILn_rawData
0144_XAV_iHMP2_CMH_SM-9ZJII.raw
HMP2_HILIC-neg
HILn_rawData
0145_XAV_iHMP2_CMH_SM-6ZT2V.raw
HMP2_HILIC-neg
HILn_rawData
0146_XAV_iHMP2_CMH_SM-AGUMK.raw
HMP2_HILIC-neg
HILn_rawData
0147_XAV_iHMP2_CMH_SM-9W3AZ.raw
HMP2_HILIC-neg
HILn_rawData
0148_XAV_iHMP2_CMH_SM-7I1FM.raw
HMP2_HILIC-neg
HILn_rawData
0149_XAV_iHMP2_CMH_SM-A14CI.raw
HMP2_HILIC-neg
HILn_rawData
0150_XAV_iHMP2_CMH_SM-6ZT3W.raw
HMP2_HILIC-neg
HILn_rawData
0151_XAV_iHMP2_CMH_SM-9QMOR.raw
HMP2_HILIC-neg
HILn_rawData
0152_XAV_iHMP2_CMH_SM-6SSMY.raw
HMP2_HILIC-neg
HILn_rawData
0153_XAV_iHMP2_CMH_SM-7IL1S.raw
HMP2_HILIC-neg
HILn_rawData
0154_XAV_iHMP2_CMH_SM-9VWCQ.raw
HMP2_HILIC-neg
HILn_rawData
0155_XAV_iHMP2_CMH_SM-7AK5Y.raw
HMP2_HILIC-neg
HILn_rawData
0156_XAV_iHMP2_CMH_SM-6YAZN.raw
HMP2_HILIC-neg
HILn_rawData
0157_XAV_iHMP2_CMH_SM-7BF2I.raw
HMP2_HILIC-neg
HILn_rawData
0158_XAV_iHMP2_CMH_SM-65GXK.raw
HMP2_HILIC-neg
HILn_rawData
0159_XAV_iHMP2_CMH_SM-6MSSW.raw
HMP2_HILIC-neg
HILn_rawData
0160_XAV_iHMP2_CMH_SM-7GYJN.raw
HMP2_HILIC-neg
HILn_rawData
0161_XAV_iHMP2_CMH_SM-9ZA5V.raw
HMP2_HILIC-neg
HILn_rawData
0162_XAV_iHMP2_CMH_SM-72PHS.raw
HMP2_HILIC-neg
HILn_rawData
0163_XAV_iHMP2_CMH_SM-7K1WG.raw
HMP2_HILIC-neg
HILn_rawData
0164_XAV_iHMP2_CMH_SM-9SIJ5.raw
HMP2_HILIC-neg
HILn_rawData
0165_XAV_iHMP2_CMH_SM-6XRKG.raw
HMP2_HILIC-neg
HILn_rawData
0166_XAV_iHMP2_CMH_SM-7DN3V.raw
HMP2_HILIC-neg
HILn_rawData
0167_XAV_iHMP2_CMH_SM-9ZA1W.raw
HMP2_HILIC-neg
HILn_rawData
0168_XAV_iHMP2_CMH_SM-APR9M.raw
HMP2_HILIC-neg
HILn_rawData
0169_XAV_iHMP2_CMH_SM-A9J97.raw
HMP2_HILIC-neg
HILn_rawData
0170_XAV_iHMP2_CMH_SM-9P5FW.raw
HMP2_HILIC-neg
HILn_rawData
0171_XAV_iHMP2_CMH_SM-9UCZF.raw
HMP2_HILIC-neg
HILn_rawData
0172_XAV_iHMP2_CMH_SM-6X9W2.raw
HMP2_HILIC-neg
HILn_rawData
0173_XAV_iHMP2_CMH_SM-9JYAI.raw
HMP2_HILIC-neg
HILn_rawData
0174_XAV_iHMP2_CMH_SM-7BF15.raw
HMP2_HILIC-neg
HILn_rawData
0175_XAV_iHMP2_CMH_SM-7IKZN.raw
HMP2_HILIC-neg
HILn_rawData
0176_XAV_iHMP2_CMH_SM-727GQ.raw
HMP2_HILIC-neg
HILn_rawData
0177_XAV_iHMP2_CMH_SM-AGUND.raw
HMP2_HILIC-neg
HILn_rawData
0178_XAV_iHMP2_CMH_SM-ATVT8.raw
HMP2_HILIC-neg
HILn_rawData
0179_XAV_iHMP2_CMH_SM-9NBEP.raw
HMP2_HILIC-neg
HILn_rawData
0180_XAV_iHMP2_CMH_SM-A1ZVJ.raw
HMP2_HILIC-neg
HILn_rawData
0181_XAV_iHMP2_CMH_SM-9SIJB.raw
HMP2_HILIC-neg
HILn_rawData
0182_XAV_iHMP2_CMH_SM-APDY4.raw
HMP2_HILIC-neg
HILn_rawData
0183_XAV_iHMP2_CMH_SM-7I1G3.raw
HMP2_HILIC-neg
HILn_rawData
0184_XAV_iHMP2_CMH_SM-A77UY.raw
HMP2_HILIC-neg
HILn_rawData
0185_XAV_iHMP2_CMH_SM-9RD3K.raw
HMP2_HILIC-neg
HILn_rawData
0186_XAV_iHMP2_CMH_SM-5XHHR.raw
HMP2_HILIC-neg
HILn_rawData
0187_XAV_iHMP2_CMH_SM-7D34K.raw
HMP2_HILIC-neg
HILn_rawData
0188_XAV_iHMP2_CMH_SM-69UMY.raw
HMP2_HILIC-neg
HILn_rawData
0189_XAV_iHMP2_CMH_SM-6XTSU.raw
HMP2_HILIC-neg
HILn_rawData
0190_XAV_iHMP2_CMH_SM-6GH65.raw
HMP2_HILIC-neg
HILn_rawData
0191_XAV_iHMP2_CMH_SM-B4A4G.raw
HMP2_HILIC-neg
HILn_rawData
0192_XAV_iHMP2_CMH_SM-77VQ3.raw
HMP2_HILIC-neg
HILn_rawData
0193_XAV_iHMP2_CMH_SM-7I9GC.raw
HMP2_HILIC-neg
HILn_rawData
0194_XAV_iHMP2_CMH_SM-6ZJI9.raw
HMP2_HILIC-neg
HILn_rawData
0195_XAV_iHMP2_CMH_SM-63ZAH.raw
HMP2_HILIC-neg
HILn_rawData
0196_XAV_iHMP2_CMH_SM-6KUC9.raw
HMP2_HILIC-neg
HILn_rawData
0197_XAV_iHMP2_CMH_SM-9Y7CW.raw
HMP2_HILIC-neg
HILn_rawData
0198_XAV_iHMP2_CMH_SM-9OS63.raw
HMP2_HILIC-neg
HILn_rawData
0199_XAV_iHMP2_CMH_SM-7EDA4.raw
HMP2_HILIC-neg
HILn_rawData
0200_XAV_iHMP2_CMH_SM-ADYKC.raw
HMP2_HILIC-neg
HILn_rawData
0201_XAV_iHMP2_CMH_SM-7K1UO.raw
HMP2_HILIC-neg
HILn_rawData
0202_XAV_iHMP2_CMH_SM-A5A1N.raw
HMP2_HILIC-neg
HILn_rawData
0203_XAV_iHMP2_CMH_SM-AIRV5.raw
HMP2_HILIC-neg
HILn_rawData
0204_XAV_iHMP2_CMH_SM-9SIZM.raw
HMP2_HILIC-neg
HILn_rawData
0205_XAV_iHMP2_CMH_SM-AF6M6.raw
HMP2_HILIC-neg
HILn_rawData
0206_XAV_iHMP2_CMH_SM-A2BG6.raw
HMP2_HILIC-neg
HILn_rawData
0207_XAV_iHMP2_CMH_SM-7K1VZ.raw
HMP2_HILIC-neg
HILn_rawData
0208_XAV_iHMP2_CMH_SM-734R8.raw
HMP2_HILIC-neg
HILn_rawData
0209_XAV_iHMP2_CMH_SM-7J5TO.raw
HMP2_HILIC-neg
HILn_rawData
0210_XAV_iHMP2_CMH_SM-7CRWX.raw
HMP2_HILIC-neg
HILn_rawData
0211_XAV_iHMP2_CMH_SM-ACTNU.raw
HMP2_HILIC-neg
HILn_rawData
0212_XAV_iHMP2_CMH_SM-A2HYU.raw
HMP2_HILIC-neg
HILn_rawData
0213_XAV_iHMP2_CMH_SM-9P5FO.raw
HMP2_HILIC-neg
HILn_rawData
0214_XAV_iHMP2_CMH_SM-A1C87.raw
HMP2_HILIC-neg
HILn_rawData
0215_XAV_iHMP2_CMH_SM-79RAY.raw
HMP2_HILIC-neg
HILn_rawData
0216_XAV_iHMP2_CMH_SM-AAHYE.raw
HMP2_HILIC-neg
HILn_rawData
0217_XAV_iHMP2_CMH_SM-7GYHL.raw
HMP2_HILIC-neg
HILn_rawData
0218_XAV_iHMP2_CMH_SM-9NBDO.raw
HMP2_HILIC-neg
HILn_rawData
0219_XAV_iHMP2_CMH_SM-6ZT3C.raw
HMP2_HILIC-neg
HILn_rawData
0220_XAV_iHMP2_CMH_SM-7FHYA.raw
HMP2_HILIC-neg
HILn_rawData
0221_XAV_iHMP2_CMH_SM-9T55H.raw
HMP2_HILIC-neg
HILn_rawData
0222_XAV_iHMP2_CMH_SM-7CP2V.raw
HMP2_HILIC-neg
HILn_rawData
0223_XAV_iHMP2_CMH_SM-73JXD.raw
HMP2_HILIC-neg
HILn_rawData
0224_XAV_iHMP2_CMH_SM-6M2VX.raw
HMP2_HILIC-neg
HILn_rawData
0225_XAV_iHMP2_CMH_SM-6XJUC.raw
HMP2_HILIC-neg
HILn_rawData
0226_XAV_iHMP2_CMH_SM-A3744.raw
HMP2_HILIC-neg
HILn_rawData
0227_XAV_iHMP2_CMH_SM-AEB6U.raw
HMP2_HILIC-neg
HILn_rawData
0228_XAV_iHMP2_CMH_SM-9U26Q.raw
HMP2_HILIC-neg
HILn_rawData
0229_XAV_iHMP2_CMH_SM-AVADL.raw
HMP2_HILIC-neg
HILn_rawData
0230_XAV_iHMP2_CMH_SM-A5A1V.raw
HMP2_HILIC-neg
HILn_rawData
0231_XAV_iHMP2_CMH_SM-9ZK9F.raw
HMP2_HILIC-neg
HILn_rawData
0232_XAV_iHMP2_CMH_SM-ADICO.raw
HMP2_HILIC-neg
HILn_rawData
0233_XAV_iHMP2_CMH_SM-9R78F.raw
HMP2_HILIC-neg
HILn_rawData
0234_XAV_iHMP2_CMH_SM-6ZUH2.raw
HMP2_HILIC-neg
HILn_rawData
0235_XAV_iHMP2_CMH_SM-7NH6E.raw
HMP2_HILIC-neg
HILn_rawData
0236_XAV_iHMP2_CMH_SM-7AMI9.raw
HMP2_HILIC-neg
HILn_rawData
0237_XAV_iHMP2_CMH_SM-7I1FQ.raw
HMP2_HILIC-neg
HILn_rawData
0238_XAV_iHMP2_CMH_SM-6RB9P.raw
HMP2_HILIC-neg
HILn_rawData
0239_XAV_iHMP2_CMH_SM-7IL1G.raw
HMP2_HILIC-neg
HILn_rawData
0240_XAV_iHMP2_CMH_SM-6AXJO.raw
HMP2_HILIC-neg
HILn_rawData
0241_XAV_iHMP2_CMH_SM-6ZKT1.raw
HMP2_HILIC-neg
HILn_rawData
0242_XAV_iHMP2_CMH_SM-7BF2M.raw
HMP2_HILIC-neg
HILn_rawData
0243_XAV_iHMP2_CMH_SM-APDWQ.raw
HMP2_HILIC-neg
HILn_rawData
0244_XAV_iHMP2_CMH_SM-7I9G4.raw
HMP2_HILIC-neg
HILn_rawData
0245_XAV_iHMP2_CMH_SM-61YN5.raw
HMP2_HILIC-neg
HILn_rawData
0246_XAV_iHMP2_CMH_SM-6XJTN.raw
HMP2_HILIC-neg
HILn_rawData
0247_XAV_iHMP2_CMH_SM-76LBZ.raw
HMP2_HILIC-neg
HILn_rawData
0248_XAV_iHMP2_CMH_SM-6DRTP.raw
HMP2_HILIC-neg
HILn_rawData
0249_XAV_iHMP2_CMH_SM-9W7VZ.raw
HMP2_HILIC-neg
HILn_rawData
0250_XAV_iHMP2_CMH_SM-7F43P.raw
HMP2_HILIC-neg
HILn_rawData
0251_XAV_iHMP2_CMH_SM-77M5K.raw
HMP2_HILIC-neg
HILn_rawData
0252_XAV_iHMP2_CMH_SM-7K1V5.raw
HMP2_HILIC-neg
HILn_rawData
0253_XAV_iHMP2_CMH_SM-6ZJI5.raw
HMP2_HILIC-neg
HILn_rawData
0254_XAV_iHMP2_CMH_SM-A77UI.raw
HMP2_HILIC-neg
HILn_rawData
0255_XAV_iHMP2_CMH_SM-9J5IX.raw
HMP2_HILIC-neg
HILn_rawData
0256_XAV_iHMP2_CMH_SM-9SNJ8.raw
HMP2_HILIC-neg
HILn_rawData
0257_XAV_iHMP2_CMH_SM-AMR2U.raw
HMP2_HILIC-neg
HILn_rawData
0258_XAV_iHMP2_CMH_SM-9ZE8H.raw
HMP2_HILIC-neg
HILn_rawData
0259_XAV_iHMP2_CMH_SM-7CP2F.raw
HMP2_HILIC-neg
HILn_rawData
0260_XAV_iHMP2_CMH_SM-6Q4FM.raw
HMP2_HILIC-neg
HILn_rawData
0261_XAV_iHMP2_CMH_SM-71ZV9.raw
HMP2_HILIC-neg
HILn_rawData
0262_XAV_iHMP2_CMH_SM-7M36P.raw
HMP2_HILIC-neg
HILn_rawData
0263_XAV_iHMP2_CMH_SM-9WYEF.raw
HMP2_HILIC-neg
HILn_rawData
0264_XAV_iHMP2_CMH_SM-7I1G7.raw
HMP2_HILIC-neg
HILn_rawData
0265_XAV_iHMP2_CMH_SM-7BP5K.raw
HMP2_HILIC-neg
HILn_rawData
0266_XAV_iHMP2_CMH_SM-689O4.raw
HMP2_HILIC-neg
HILn_rawData
0267_XAV_iHMP2_CMH_SM-6ZEVH.raw
HMP2_HILIC-neg
HILn_rawData
0268_XAV_iHMP2_CMH_SM-6KUCD.raw
HMP2_HILIC-neg
HILn_rawData
0269_XAV_iHMP2_CMH_SM-9IT11.raw
HMP2_HILIC-neg
HILn_rawData
0270_XAV_iHMP2_CMH_SM-6FNW6.raw
HMP2_HILIC-neg
HILn_rawData
0271_XAV_iHMP2_CMH_SM-6ZEUG.raw
HMP2_HILIC-neg
HILn_rawData
0272_XAV_iHMP2_CMH_SM-77M69.raw
HMP2_HILIC-neg
HILn_rawData
0273_XAV_iHMP2_CMH_SM-7HXJW.raw
HMP2_HILIC-neg
HILn_rawData
0274_XAV_iHMP2_CMH_SM-6TO52.raw
HMP2_HILIC-neg
HILn_rawData
0275_XAV_iHMP2_CMH_SM-6OSOU.raw
HMP2_HILIC-neg
HILn_rawData
0276_XAV_iHMP2_CMH_SM-67WTX.raw
HMP2_HILIC-neg
HILn_rawData
0277_XAV_iHMP2_CMH_SM-6XTSQ.raw
HMP2_HILIC-neg
HILn_rawData
0278_XAV_iHMP2_CMH_SM-6EFPD.raw
HMP2_HILIC-neg
HILn_rawData
0279_XAV_iHMP2_CMH_SM-61NJ9.raw
HMP2_HILIC-neg
HILn_rawData
0280_XAV_iHMP2_CMH_SM-76EOD.raw
HMP2_HILIC-neg
HILn_rawData
0281_XAV_iHMP2_CMH_SM-7K1UW.raw
HMP2_HILIC-neg
HILn_rawData
0282_XAV_iHMP2_CMH_SM-6ZEVL.raw
HMP2_HILIC-neg
HILn_rawData
0283_XAV_iHMP2_CMH_SM-9JYA2.raw
HMP2_HILIC-neg
HILn_rawData
0284_XAV_iHMP2_CMH_SM-77FXF.raw
HMP2_HILIC-neg
HILn_rawData
0285_XAV_iHMP2_CMH_SM-9QVJX.raw
HMP2_HILIC-neg
HILn_rawData
0286_XAV_iHMP2_CMH_SM-7F1RS.raw
HMP2_HILIC-neg
HILn_rawData
0287_XAV_iHMP2_CMH_SM-A7J1H.raw
HMP2_HILIC-neg
HILn_rawData
0288_XAV_iHMP2_CMH_SM-9VWAW.raw
HMP2_HILIC-neg
HILn_rawData
0289_XAV_iHMP2_CMH_SM-9QMND.raw
HMP2_HILIC-neg
HILn_rawData
0290_XAV_iHMP2_CMH_SM-7RFYJ.raw
HMP2_HILIC-neg
HILn_rawData
0291_XAV_iHMP2_CMH_SM-AKTYL.raw
HMP2_HILIC-neg
HILn_rawData
0292_XAV_iHMP2_CMH_SM-ARMCB.raw
HMP2_HILIC-neg
HILn_rawData
0293_XAV_iHMP2_CMH_SM-7GFUX.raw
HMP2_HILIC-neg
HILn_rawData
0294_XAV_iHMP2_CMH_SM-6Y2UL.raw
HMP2_HILIC-neg
HILn_rawData
0295_XAV_iHMP2_CMH_SM-6MSSO.raw
HMP2_HILIC-neg
HILn_rawData
0296_XAV_iHMP2_CMH_SM-5ZNHS.raw
HMP2_HILIC-neg
HILn_rawData
0297_XAV_iHMP2_CMH_SM-7AA21.raw
HMP2_HILIC-neg
HILn_rawData
0298_XAV_iHMP2_CMH_SM-ADDF5.raw
HMP2_HILIC-neg
HILn_rawData
0301_XAV_iHMP2_CMH_SM-CSF71-ns.raw
HMP2_HILIC-neg
HILn_rawData
0302_XAV_iHMP2_CMH_SM-72XGS.raw
HMP2_HILIC-neg
HILn_rawData
0303_XAV_iHMP2_CMH_SM-7GCHK.raw
HMP2_HILIC-neg
HILn_rawData
0304_XAV_iHMP2_CMH_SM-6FNVI.raw
HMP2_HILIC-neg
HILn_rawData
0305_XAV_iHMP2_CMH_SM-6XJTF.raw
HMP2_HILIC-neg
HILn_rawData
0306_XAV_iHMP2_CMH_SM-6OLSC.raw
HMP2_HILIC-neg
HILn_rawData
0307_XAV_iHMP2_CMH_SM-AKTYX.raw
HMP2_HILIC-neg
HILn_rawData
0308_XAV_iHMP2_CMH_SM-A9F5B.raw
HMP2_HILIC-neg
HILn_rawData
0309_XAV_iHMP2_CMH_SM-ARNW1.raw
HMP2_HILIC-neg
HILn_rawData
0310_XAV_iHMP2_CMH_SM-9NBE1.raw
HMP2_HILIC-neg
HILn_rawData
0311_XAV_iHMP2_CMH_SM-9XKWX.raw
HMP2_HILIC-neg
HILn_rawData
0312_XAV_iHMP2_CMH_SM-ADID5.raw
HMP2_HILIC-neg
HILn_rawData
0313_XAV_iHMP2_CMH_SM-CSN3P.raw
HMP2_HILIC-neg
HILn_rawData
0314_XAV_iHMP2_CMH_SM-B58FG.raw
HMP2_HILIC-neg
HILn_rawData
0315_XAV_iHMP2_CMH_SM-A72E7.raw
HMP2_HILIC-neg
HILn_rawData
0316_XAV_iHMP2_CMH_SM-6X9WM.raw
HMP2_HILIC-neg
HILn_rawData
0317_XAV_iHMP2_CMH_SM-74Y93.raw
HMP2_HILIC-neg
HILn_rawData
0318_XAV_iHMP2_CMH_SM-6KUCH.raw
HMP2_HILIC-neg
HILn_rawData
0319_XAV_iHMP2_CMH_SM-7IWF5.raw
HMP2_HILIC-neg
HILn_rawData
0320_XAV_iHMP2_CMH_SM-6BQPK.raw
HMP2_HILIC-neg
HILn_rawData
0321_XAV_iHMP2_CMH_SM-9IMBZ.raw
HMP2_HILIC-neg
HILn_rawData
0322_XAV_iHMP2_CMH_SM-6ZT3G.raw
HMP2_HILIC-neg
HILn_rawData
0323_XAV_iHMP2_CMH_SM-7BP4V.raw
HMP2_HILIC-neg
HILn_rawData
0324_XAV_iHMP2_CMH_SM-7K1V1.raw
HMP2_HILIC-neg
HILn_rawData
0325_XAV_iHMP2_CMH_SM-6OOEJ.raw
HMP2_HILIC-neg
HILn_rawData
0326_XAV_iHMP2_CMH_SM-9RTUZ.raw
HMP2_HILIC-neg
HILn_rawData
0327_XAV_iHMP2_CMH_SM-AADKW.raw
HMP2_HILIC-neg
HILn_rawData
0328_XAV_iHMP2_CMH_SM-A12KL.raw
HMP2_HILIC-neg
HILn_rawData
0329_XAV_iHMP2_CMH_SM-ARMC7.raw
HMP2_HILIC-neg
HILn_rawData
0330_XAV_iHMP2_CMH_SM-A9F6G.raw
HMP2_HILIC-neg
HILn_rawData
0331_XAV_iHMP2_CMH_SM-7J5U1.raw
HMP2_HILIC-neg
HILn_rawData
0332_XAV_iHMP2_CMH_SM-AIG54.raw
HMP2_HILIC-neg
HILn_rawData
0333_XAV_iHMP2_CMH_SM-9SIZI.raw
HMP2_HILIC-neg
HILn_rawData
0334_XAV_iHMP2_CMH_SM-7R3AG.raw
HMP2_HILIC-neg
HILn_rawData
0335_XAV_iHMP2_CMH_SM-7DN37.raw
HMP2_HILIC-neg
HILn_rawData
0336_XAV_iHMP2_CMH_SM-6HUG5.raw
HMP2_HILIC-neg
HILn_rawData
0337_XAV_iHMP2_CMH_SM-7K1W8.raw
HMP2_HILIC-neg
HILn_rawData
0338_XAV_iHMP2_CMH_SM-6X9WU.raw
HMP2_HILIC-neg
HILn_rawData
0339_XAV_iHMP2_CMH_SM-7CP3G.raw
HMP2_HILIC-neg
HILn_rawData
0340_XAV_iHMP2_CMH_SM-76CAT.raw
HMP2_HILIC-neg
HILn_rawData
0341_XAV_iHMP2_CMH_SM-61N7T.raw
HMP2_HILIC-neg
HILn_rawData
0342_XAV_iHMP2_CMH_SM-A9J9N.raw
HMP2_HILIC-neg
HILn_rawData
0343_XAV_iHMP2_CMH_SM-9QMNL.raw
HMP2_HILIC-neg
HILn_rawData
0344_XAV_iHMP2_CMH_SM-7EWUS.raw
HMP2_HILIC-neg
HILn_rawData
0345_XAV_iHMP2_CMH_SM-9W3B4.raw
HMP2_HILIC-neg
HILn_rawData
0346_XAV_iHMP2_CMH_SM-7K1V9.raw
HMP2_HILIC-neg
HILn_rawData
0347_XAV_iHMP2_CMH_SM-AIG8M.raw
HMP2_HILIC-neg
HILn_rawData
0348_XAV_iHMP2_CMH_SM-7GYJZ.raw
HMP2_HILIC-neg
HILn_rawData
0349_XAV_iHMP2_CMH_SM-9RRZL.raw
HMP2_HILIC-neg
HILn_rawData
0350_XAV_iHMP2_CMH_SM-A12L2.raw
HMP2_HILIC-neg
HILn_rawData
0351_XAV_iHMP2_CMH_SM-7M8S2.raw
HMP2_HILIC-neg
HILn_rawData
0352_XAV_iHMP2_CMH_SM-AFSIK.raw
HMP2_HILIC-neg
HILn_rawData
0353_XAV_iHMP2_CMH_SM-7BF2Q.raw
HMP2_HILIC-neg
HILn_rawData
0354_XAV_iHMP2_CMH_SM-AVAE6.raw
HMP2_HILIC-neg
HILn_rawData
0355_XAV_iHMP2_CMH_SM-9ZJIA.raw
HMP2_HILIC-neg
HILn_rawData
0356_XAV_iHMP2_CMH_SM-AI38G.raw
HMP2_HILIC-neg
HILn_rawData
0357_XAV_iHMP2_CMH_SM-A77WI.raw
HMP2_HILIC-neg
HILn_rawData
0358_XAV_iHMP2_CMH_SM-CNIIF.raw
HMP2_HILIC-neg
HILn_rawData
0359_XAV_iHMP2_CMH_SM-B5F8Y.raw
HMP2_HILIC-neg
HILn_rawData
0360_XAV_iHMP2_CMH_SM-AV8JF.raw
HMP2_HILIC-neg
HILn_rawData
0361_XAV_iHMP2_CMH_SM-AJC3J.raw
HMP2_HILIC-neg
HILn_rawData
0362_XAV_iHMP2_CMH_SM-AE3RC.raw
HMP2_HILIC-neg
HILn_rawData
0363_XAV_iHMP2_CMH_SM-9U25X.raw
HMP2_HILIC-neg
HILn_rawData
0364_XAV_iHMP2_CMH_SM-A14C6.raw
HMP2_HILIC-neg
HILn_rawData
0365_XAV_iHMP2_CMH_SM-9VW8T.raw
HMP2_HILIC-neg
HILn_rawData
0366_XAV_iHMP2_CMH_SM-ASN2R.raw
HMP2_HILIC-neg
HILn_rawData
0367_XAV_iHMP2_CMH_SM-A9F5R.raw
HMP2_HILIC-neg
HILn_rawData
0368_XAV_iHMP2_CMH_SM-AIG5S.raw
HMP2_HILIC-neg
HILn_rawData
0369_XAV_iHMP2_CMH_SM-9J5IT.raw
HMP2_HILIC-neg
HILn_rawData
0370_XAV_iHMP2_CMH_SM-ATLL1.raw
HMP2_HILIC-neg
HILn_rawData
0371_XAV_iHMP2_CMH_SM-AIG6P.raw
HMP2_HILIC-neg
HILn_rawData
0372_XAV_iHMP2_CMH_SM-CHS76.raw
HMP2_HILIC-neg
HILn_rawData
0373_XAV_iHMP2_CMH_SM-B1JO5.raw
HMP2_HILIC-neg
HILn_rawData
0374_XAV_iHMP2_CMH_SM-6KUD2.raw
HMP2_HILIC-neg
HILn_rawData
0375_XAV_iHMP2_CMH_SM-7DN33.raw
HMP2_HILIC-neg
HILn_rawData
0376_XAV_iHMP2_CMH_SM-77FYC.raw
HMP2_HILIC-neg
HILn_rawData
0377_XAV_iHMP2_CMH_SM-6ZEV1.raw
HMP2_HILIC-neg
HILn_rawData
0378_XAV_iHMP2_CMH_SM-62ARQ.raw
HMP2_HILIC-neg
HILn_rawData
0379_XAV_iHMP2_CMH_SM-6J3OB.raw
HMP2_HILIC-neg
HILn_rawData
0380_XAV_iHMP2_CMH_SM-6XJTB.raw
HMP2_HILIC-neg
HILn_rawData
0381_XAV_iHMP2_CMH_SM-7IWES.raw
HMP2_HILIC-neg
HILn_rawData
0382_XAV_iHMP2_CMH_SM-76EO1.raw
HMP2_HILIC-neg
HILn_rawData
0383_XAV_iHMP2_CMH_SM-7E5EH.raw
HMP2_HILIC-neg
HILn_rawData
0384_XAV_iHMP2_CMH_SM-6XTSY.raw
HMP2_HILIC-neg
HILn_rawData
0385_XAV_iHMP2_CMH_SM-7FVSS.raw
HMP2_HILIC-neg
HILn_rawData
0386_XAV_iHMP2_CMH_SM-7CM7M.raw
HMP2_HILIC-neg
HILn_rawData
0387_XAV_iHMP2_CMH_SM-72ZHO.raw
HMP2_HILIC-neg
HILn_rawData
0388_XAV_iHMP2_CMH_SM-9VE4Y.raw
HMP2_HILIC-neg
HILn_rawData
0389_XAV_iHMP2_CMH_SM-A8MJS.raw
HMP2_HILIC-neg
HILn_rawData
0390_XAV_iHMP2_CMH_SM-9W7W4.raw
HMP2_HILIC-neg
HILn_rawData
0391_XAV_iHMP2_CMH_SM-AHUNW.raw
HMP2_HILIC-neg
HILn_rawData
0392_XAV_iHMP2_CMH_SM-7FK3W.raw
HMP2_HILIC-neg
HILn_rawData
0393_XAV_iHMP2_CMH_SM-AMR37.raw
HMP2_HILIC-neg
HILn_rawData
0394_XAV_iHMP2_CMH_SM-A4UVT.raw
HMP2_HILIC-neg
HILn_rawData
0395_XAV_iHMP2_CMH_SM-9RRZH.raw
HMP2_HILIC-neg
HILn_rawData
0396_XAV_iHMP2_CMH_SM-AF6NB.raw
HMP2_HILIC-neg
HILn_rawData
0397_XAV_iHMP2_CMH_SM-7K259.raw
HMP2_HILIC-neg
HILn_rawData
0398_XAV_iHMP2_CMH_SM-ARMDG.raw
HMP2_HILIC-neg
HILn_rawData
0399_XAV_iHMP2_CMH_SM-7I1H2.raw
HMP2_HILIC-neg
HILn_rawData
0400_XAV_iHMP2_CMH_SM-9QXOC.raw
HMP2_HILIC-neg
HILn_rawData
0401_XAV_iHMP2_CMH_SM-AFCKD.raw
HMP2_HILIC-neg
HILn_rawData
0402_XAV_iHMP2_CMH_SM-9QMQ9.raw
HMP2_HILIC-neg
HILn_rawData
0403_XAV_iHMP2_CMH_SM-9VWCE.raw
HMP2_HILIC-neg
HILn_rawData
0404_XAV_iHMP2_CMH_SM-9ZA5J.raw
HMP2_HILIC-neg
HILn_rawData
0405_XAV_iHMP2_CMH_SM-AGULV.raw
HMP2_HILIC-neg
HILn_rawData
0406_XAV_iHMP2_CMH_SM-AXQRD.raw
HMP2_HILIC-neg
HILn_rawData
0407_XAV_iHMP2_CMH_SM-AUP8B.raw
HMP2_HILIC-neg
HILn_rawData
0408_XAV_iHMP2_CMH_SM-A9F71.raw
HMP2_HILIC-neg
HILn_rawData
0409_XAV_iHMP2_CMH_SM-APDXF.raw
HMP2_HILIC-neg
HILn_rawData
0410_XAV_iHMP2_CMH_SM-6YAZR.raw
HMP2_HILIC-neg
HILn_rawData
0411_XAV_iHMP2_CMH_SM-7MCUF.raw
HMP2_HILIC-neg
HILn_rawData
0412_XAV_iHMP2_CMH_SM-76CAL.raw
HMP2_HILIC-neg
HILn_rawData
0413_XAV_iHMP2_CMH_SM-9RRZP.raw
HMP2_HILIC-neg
HILn_rawData
0414_XAV_iHMP2_CMH_SM-7IL1O.raw
HMP2_HILIC-neg
HILn_rawData
0415_XAV_iHMP2_CMH_SM-6M48S.raw
HMP2_HILIC-neg
HILn_rawData
0416_XAV_iHMP2_CMH_SM-64NA9.raw
HMP2_HILIC-neg
HILn_rawData
0417_XAV_iHMP2_CMH_SM-5QVZD.raw
HMP2_HILIC-neg
HILn_rawData
0418_XAV_iHMP2_CMH_SM-7IL1K.raw
HMP2_HILIC-neg
HILn_rawData
0419_XAV_iHMP2_CMH_SM-71WY2.raw
HMP2_HILIC-neg
HILn_rawData
0420_XAV_iHMP2_CMH_SM-7CRX2.raw
HMP2_HILIC-neg
HILn_rawData
0421_XAV_iHMP2_CMH_SM-6MYZ2.raw
HMP2_HILIC-neg
HILn_rawData
0422_XAV_iHMP2_CMH_SM-7ED9R.raw
HMP2_HILIC-neg
HILn_rawData
0423_XAV_iHMP2_CMH_SM-76EO9.raw
HMP2_HILIC-neg
HILn_rawData
0424_XAV_iHMP2_CMH_SM-6Y87V.raw
HMP2_HILIC-neg
HILn_rawData
0425_XAV_iHMP2_CMH_SM-A2HYM.raw
HMP2_HILIC-neg
HILn_rawData
0426_XAV_iHMP2_CMH_SM-7IWEW.raw
HMP2_HILIC-neg
HILn_rawData
0427_XAV_iHMP2_CMH_SM-9P5FG.raw
HMP2_HILIC-neg
HILn_rawData
0428_XAV_iHMP2_CMH_SM-9SIIW.raw
HMP2_HILIC-neg
HILn_rawData
0429_XAV_iHMP2_CMH_SM-7J5TW.raw
HMP2_HILIC-neg
HILn_rawData
0430_XAV_iHMP2_CMH_SM-7E5ED.raw
HMP2_HILIC-neg
HILn_rawData
0431_XAV_iHMP2_CMH_SM-6ZT2N.raw
HMP2_HILIC-neg
HILn_rawData
0432_XAV_iHMP2_CMH_SM-6XSL6.raw
HMP2_HILIC-neg
HILn_rawData
0433_XAV_iHMP2_CMH_SM-9SNJ4.raw
HMP2_HILIC-neg
HILn_rawData
0434_XAV_iHMP2_CMH_SM-7MCTQ.raw
HMP2_HILIC-neg
HILn_rawData
0435_XAV_iHMP2_CMH_SM-7CRWP.raw
HMP2_HILIC-neg
HILn_rawData
0436_XAV_iHMP2_CMH_SM-CJ2ZF.raw
HMP2_HILIC-neg
HILn_rawData
0437_XAV_iHMP2_CMH_SM-AMR3J.raw
HMP2_HILIC-neg
HILn_rawData
0438_XAV_iHMP2_CMH_SM-AVADT.raw
HMP2_HILIC-neg
HILn_rawData
0439_XAV_iHMP2_CMH_SM-B1SBW.raw
HMP2_HILIC-neg
HILn_rawData
0440_XAV_iHMP2_CMH_SM-AK8KS.raw
HMP2_HILIC-neg
HILn_rawData
0441_XAV_iHMP2_CMH_SM-B4LHS.raw
HMP2_HILIC-neg
HILn_rawData
0442_XAV_iHMP2_CMH_SM-CEFO7.raw
HMP2_HILIC-neg
HILn_rawData
0443_XAV_iHMP2_CMH_SM-CRT7P.raw
HMP2_HILIC-neg
HILn_rawData
0444_XAV_iHMP2_CMH_SM-AWQK7.raw
HMP2_HILIC-neg
HILn_rawData
0445_XAV_iHMP2_CMH_SM-9NBF6.raw
HMP2_HILIC-neg
HILn_rawData
0446_XAV_iHMP2_CMH_SM-9ZE8T.raw
HMP2_HILIC-neg
HILn_rawData
0447_XAV_iHMP2_CMH_SM-7D34O.raw
HMP2_HILIC-neg
HILn_rawData
0448_XAV_iHMP2_CMH_SM-7NSP1.raw
HMP2_HILIC-neg
HILn_rawData
0449_XAV_iHMP2_CMH_SM-7F1RW.raw
HMP2_HILIC-neg
HILn_rawData
0450_XAV_iHMP2_CMH_SM-9T55L.raw
HMP2_HILIC-neg
HILn_rawData
0451_XAV_iHMP2_CMH_SM-A8XLM.raw
HMP2_HILIC-neg
HILn_rawData
0452_XAV_iHMP2_CMH_SM-AK8LH.raw
HMP2_HILIC-neg
HILn_rawData
0453_XAV_iHMP2_CMH_SM-7J5UD.raw
HMP2_HILIC-neg
HILn_rawData
0454_XAV_iHMP2_CMH_SM-9YTMA.raw
HMP2_HILIC-neg
HILn_rawData
0455_XAV_iHMP2_CMH_SM-AFSIO.raw
HMP2_HILIC-neg
HILn_rawData
0456_XAV_iHMP2_CMH_SM-AVPGZ.raw
HMP2_HILIC-neg
HILn_rawData
0457_XAV_iHMP2_CMH_SM-9O9R1.raw
HMP2_HILIC-neg
HILn_rawData
0458_XAV_iHMP2_CMH_SM-A14CQ.raw
HMP2_HILIC-neg
HILn_rawData
0459_XAV_iHMP2_CMH_SM-C1WB2.raw
HMP2_HILIC-neg
HILn_rawData
0460_XAV_iHMP2_CMH_SM-CH32P.raw
HMP2_HILIC-neg
HILn_rawData
0461_XAV_iHMP2_CMH_SM-AFSIG.raw
HMP2_HILIC-neg
HILn_rawData
0462_XAV_iHMP2_CMH_SM-AJDM5.raw
HMP2_HILIC-neg
HILn_rawData
0463_XAV_iHMP2_CMH_SM-A47S3.raw
HMP2_HILIC-neg
HILn_rawData
0464_XAV_iHMP2_CMH_SM-ASN2Z.raw
HMP2_HILIC-neg
HILn_rawData
0465_XAV_iHMP2_CMH_SM-B5F9B.raw
HMP2_HILIC-neg
HILn_rawData
0466_XAV_iHMP2_CMH_SM-CHZLQ.raw
HMP2_HILIC-neg
HILn_rawData
0467_XAV_iHMP2_CMH_SM-CL4HR.raw
HMP2_HILIC-neg
HILn_rawData
0468_XAV_iHMP2_CMH_SM-AGUNH.raw
HMP2_HILIC-neg
HILn_rawData
0469_XAV_iHMP2_CMH_SM-5U5DE.raw
HMP2_HILIC-neg
HILn_rawData
0470_XAV_iHMP2_CMH_SM-6WJN1.raw
HMP2_HILIC-neg
HILn_rawData
0471_XAV_iHMP2_CMH_SM-76ENW.raw
HMP2_HILIC-neg
HILn_rawData
0472_XAV_iHMP2_CMH_SM-7DGV5.raw
HMP2_HILIC-neg
HILn_rawData
0473_XAV_iHMP2_CMH_SM-6CAJI.raw
HMP2_HILIC-neg
HILn_rawData
0474_XAV_iHMP2_CMH_SM-6ZKY3.raw
HMP2_HILIC-neg
HILn_rawData
0475_XAV_iHMP2_CMH_SM-7R3AC.raw
HMP2_HILIC-neg
HILn_rawData
0476_XAV_iHMP2_CMH_SM-9U262.raw
HMP2_HILIC-neg
HILn_rawData
0477_XAV_iHMP2_CMH_SM-7AK5U.raw
HMP2_HILIC-neg
HILn_rawData
0478_XAV_iHMP2_CMH_SM-9RD3C.raw
HMP2_HILIC-neg
HILn_rawData
0479_XAV_iHMP2_CMH_SM-A4O3C.raw
HMP2_HILIC-neg
HILn_rawData
0480_XAV_iHMP2_CMH_SM-77FXZ.raw
HMP2_HILIC-neg
HILn_rawData
0481_XAV_iHMP2_CMH_SM-7DGV1.raw
HMP2_HILIC-neg
HILn_rawData
0482_XAV_iHMP2_CMH_SM-7I1GX.raw
HMP2_HILIC-neg
HILn_rawData
0483_XAV_iHMP2_CMH_SM-A12KH.raw
HMP2_HILIC-neg
HILn_rawData
0484_XAV_iHMP2_CMH_SM-AFJ1N.raw
HMP2_HILIC-neg
HILn_rawData
0485_XAV_iHMP2_CMH_SM-AM1I6.raw
HMP2_HILIC-neg
HILn_rawData
0486_XAV_iHMP2_CMH_SM-9HYXZ.raw
HMP2_HILIC-neg
HILn_rawData
0487_XAV_iHMP2_CMH_SM-9OS7N.raw
HMP2_HILIC-neg
HILn_rawData
0488_XAV_iHMP2_CMH_SM-AHUO1.raw
HMP2_HILIC-neg
HILn_rawData
0489_XAV_iHMP2_CMH_SM-AVJBU.raw
HMP2_HILIC-neg
HILn_rawData
0490_XAV_iHMP2_CMH_SM-9WOBD.raw
HMP2_HILIC-neg
HILn_rawData
0491_XAV_iHMP2_CMH_SM-B2OQN.raw
HMP2_HILIC-neg
HILn_rawData
0492_XAV_iHMP2_CMH_SM-CE9V4.raw
HMP2_HILIC-neg
HILn_rawData
0493_XAV_iHMP2_CMH_SM-A5QMX.raw
HMP2_HILIC-neg
HILn_rawData
0494_XAV_iHMP2_CMH_SM-9VWC6.raw
HMP2_HILIC-neg
HILn_rawData
0495_XAV_iHMP2_CMH_SM-AGUN1.raw
HMP2_HILIC-neg
HILn_rawData
0496_XAV_iHMP2_CMH_SM-AVR79.raw
HMP2_HILIC-neg
HILn_rawData
0497_XAV_iHMP2_CMH_SM-B2OQ7.raw
HMP2_HILIC-neg
HILn_rawData
0498_XAV_iHMP2_CMH_SM-9ZGIF.raw
HMP2_HILIC-neg
HILn_rawData
0499_XAV_iHMP2_CMH_SM-ARB69.raw
HMP2_HILIC-neg
HILn_rawData
0500_XAV_iHMP2_CMH_SM-CG7AV.raw
HMP2_HILIC-neg
HILn_rawData
0501_XAV_iHMP2_CMH_SM-ADDEW.raw
HMP2_HILIC-neg
HILn_rawData
0502_XAV_iHMP2_CMH_SM-ACTNE.raw
HMP2_HILIC-neg
HILn_rawData
0503_XAV_iHMP2_CMH_SM-AXQRH.raw
HMP2_HILIC-neg
HILn_rawData
0504_XAV_iHMP2_CMH_SM-CE6ZH.raw
HMP2_HILIC-neg
HILn_rawData
0505_XAV_iHMP2_CMH_SM-CH32H.raw
HMP2_HILIC-neg
HILn_rawData
0506_XAV_iHMP2_CMH_SM-APR9Q.raw
HMP2_HILIC-neg
HILn_rawData
0507_XAV_iHMP2_CMH_SM-787I4.raw
HMP2_HILIC-neg
HILn_rawData
0508_XAV_iHMP2_CMH_SM-9X47O.raw
HMP2_HILIC-neg
HILn_rawData
0509_XAV_iHMP2_CMH_SM-7GCHC.raw
HMP2_HILIC-neg
HILn_rawData
0510_XAV_iHMP2_CMH_SM-9RYI7.raw
HMP2_HILIC-neg
HILn_rawData
0511_XAV_iHMP2_CMH_SM-CMUKL.raw
HMP2_HILIC-neg
HILn_rawData
0513_XAV_iHMP2_CMH_SM-AAHYA.raw
HMP2_HILIC-neg
HILn_rawData
0514_XAV_iHMP2_CMH_SM-AUNQ5.raw
HMP2_HILIC-neg
HILn_rawData
0515_XAV_iHMP2_CMH_SM-A18YS.raw
HMP2_HILIC-neg
HILn_rawData
0516_XAV_iHMP2_CMH_SM-AYMHV.raw
HMP2_HILIC-neg
HILn_rawData
0517_XAV_iHMP2_CMH_SM-BZ5M6.raw
HMP2_HILIC-neg
HILn_rawData
0518_XAV_iHMP2_CMH_SM-CNW2E.raw
HMP2_HILIC-neg
HILn_rawData
0519_XAV_iHMP2_CMH_SM-AE3QV.raw
HMP2_HILIC-neg
HILn_rawData
0520_XAV_iHMP2_CMH_SM-AQJXS.raw
HMP2_HILIC-neg
HILn_rawData
0521_XAV_iHMP2_CMH_SM-CKJ6T.raw
HMP2_HILIC-neg
HILn_rawData
0522_XAV_iHMP2_CMH_SM-COSYB.raw
HMP2_HILIC-neg
HILn_rawData
0523_XAV_iHMP2_CMH_SM-AFSHZ.raw
HMP2_HILIC-neg
HILn_rawData
0524_XAV_iHMP2_CMH_SM-AN5FZ.raw
HMP2_HILIC-neg
HILn_rawData
0525_XAV_iHMP2_CMH_SM-ARMBY.raw
HMP2_HILIC-neg
HILn_rawData
0526_XAV_iHMP2_CMH_SM-CJNBH.raw
HMP2_HILIC-neg
HILn_rawData
0527_XAV_iHMP2_CMH_SM-CTTKY.raw
HMP2_HILIC-neg
HILn_rawData
0528_XAV_iHMP2_CMH_SM-ATVSR.raw
HMP2_HILIC-neg
HILn_rawData
0529_XAV_iHMP2_CMH_SM-AVR6W.raw
HMP2_HILIC-neg
HILn_rawData
0530_XAV_iHMP2_CMH_SM-B5ORH.raw
HMP2_HILIC-neg
HILn_rawData
0531_XAV_iHMP2_CMH_SM-CRP6E.raw
HMP2_HILIC-neg
HILn_rawData
0532_XAV_iHMP2_CMH_SM-BZIQP.raw
HMP2_HILIC-neg
HILn_rawData
0533_XAV_iHMP2_CMH_SM-AFCK9.raw
HMP2_HILIC-neg
HILn_rawData
0534_XAV_iHMP2_CMH_SM-AKTY5.raw
HMP2_HILIC-neg
HILn_rawData
0535_XAV_iHMP2_CMH_SM-AU2MF.raw
HMP2_HILIC-neg
HILn_rawData
0536_XAV_iHMP2_CMH_SM-9OS67.raw
HMP2_HILIC-neg
HILn_rawData
0537_XAV_iHMP2_CMH_SM-BZNKI.raw
HMP2_HILIC-neg
HILn_rawData
0538_XAV_iHMP2_CMH_SM-9Y49Z.raw
HMP2_HILIC-neg
HILn_rawData
0539_XAV_iHMP2_CMH_SM-9XIOX.raw
HMP2_HILIC-neg
HILn_rawData
0540_XAV_iHMP2_CMH_SM-AWJJY.raw
HMP2_HILIC-neg
HILn_rawData
0541_XAV_iHMP2_CMH_SM-BZNLC.raw
HMP2_HILIC-neg
HILn_rawData
0542_XAV_iHMP2_CMH_SM-AGUMC.raw
HMP2_HILIC-neg
HILn_rawData
0543_XAV_iHMP2_CMH_SM-A375P.raw
HMP2_HILIC-neg
HILn_rawData
0544_XAV_iHMP2_CMH_SM-9OS8K.raw
HMP2_HILIC-neg
HILn_rawData
0545_XAV_iHMP2_CMH_SM-A2HYY.raw
HMP2_HILIC-neg
HILn_rawData
0547_XAV_iHMP2_CMH_SM-A9F75.raw
HMP2_HILIC-neg
HILn_rawData
0548_XAV_iHMP2_CMH_SM-AKTZI.raw
HMP2_HILIC-neg
HILn_rawData
0549_XAV_iHMP2_CMH_SM-6XSLI.raw
HMP2_HILIC-pos
HILp_rawData
0001_rx_XAV_iHMP2_HIL_SM-6JWO4.raw
HMP2_HILIC-pos
HILp_rawData
0002_rx_XAV_iHMP2_HIL_SM-7CRWL.raw
HMP2_HILIC-pos
HILp_rawData
0003_rx_XAV_iHMP2_HIL_SM-73BN6.raw
HMP2_HILIC-pos
HILp_rawData
0004_rx_XAV_iHMP2_HIL_SM-9PPUW.raw
HMP2_HILIC-pos
HILp_rawData
0005_rx_XAV_iHMP2_HIL_SM-7IWFL.raw
HMP2_HILIC-pos
HILp_rawData
0006_rx_XAV_iHMP2_HIL_SM-6X9WE.raw
HMP2_HILIC-pos
HILp_rawData
0007_rx_XAV_iHMP2_HIL_SM-9WOBT.raw
HMP2_HILIC-pos
HILp_rawData
0008_rx_XAV_iHMP2_HIL_SM-7IL14.raw
HMP2_HILIC-pos
HILp_rawData
0009_rx_XAV_iHMP2_HIL_SM-71WXD.raw
HMP2_HILIC-pos
HILp_rawData
0010_rx_XAV_iHMP2_HIL_SM-7BF1T.raw
HMP2_HILIC-pos
HILp_rawData
0011_rx_XAV_iHMP2_HIL_SM-A5QNE.raw
HMP2_HILIC-pos
HILp_rawData
0012_rx_XAV_iHMP2_HIL_SM-6WU1I.raw
HMP2_HILIC-pos
HILp_rawData
0013_rx_XAV_iHMP2_HIL_SM-A312T.raw
HMP2_HILIC-pos
HILp_rawData
0014_rx_XAV_iHMP2_HIL_SM-7ED9N.raw
HMP2_HILIC-pos
HILp_rawData
0015_rx_XAV_iHMP2_HIL_SM-9QMN9.raw
HMP2_HILIC-pos
HILp_rawData
0016_rx_XAV_iHMP2_HIL_SM-72ZHG.raw
HMP2_HILIC-pos
HILp_rawData
0017_rx_XAV_iHMP2_HIL_SM-AVPGV.raw
HMP2_HILIC-pos
HILp_rawData
0018_rx_XAV_iHMP2_HIL_SM-B58G1.raw
HMP2_HILIC-pos
HILp_rawData
0019_rx_XAV_iHMP2_HIL_SM-9W3AD.raw
HMP2_HILIC-pos
HILp_rawData
0020_rx_XAV_iHMP2_HIL_SM-9ZEPA.raw
HMP2_HILIC-pos
HILp_rawData
0021_rx_XAV_iHMP2_HIL_SM-9QVK2.raw
HMP2_HILIC-pos
HILp_rawData
0022_rx_XAV_iHMP2_HIL_SM-A7J1X.raw
HMP2_HILIC-pos
HILp_rawData
0023_rx_XAV_iHMP2_HIL_SM-AFCKH.raw
HMP2_HILIC-pos
HILp_rawData
0024_rx_XAV_iHMP2_HIL_SM-6CAJC.raw
HMP2_HILIC-pos
HILp_rawData
0025_rx_XAV_iHMP2_HIL_SM-7HXJO.raw
HMP2_HILIC-pos
HILp_rawData
0026_rx_XAV_iHMP2_HIL_SM-6ZEU8.raw
HMP2_HILIC-pos
HILp_rawData
0027_rx_XAV_iHMP2_HIL_SM-77FXR.raw
HMP2_HILIC-pos
HILp_rawData
0028_rx_XAV_iHMP2_HIL_SM-5Q4W7.raw
HMP2_HILIC-pos
HILp_rawData
0029_rx_XAV_iHMP2_HIL_SM-5ZNHM.raw
HMP2_HILIC-pos
HILp_rawData
0030_rx_XAV_iHMP2_HIL_SM-6KUCT.raw
HMP2_HILIC-pos
HILp_rawData
0031_rx_XAV_iHMP2_HIL_SM-9SKIL.raw
HMP2_HILIC-pos
HILp_rawData
0032_rx_XAV_iHMP2_HIL_SM-ACTOF.raw
HMP2_HILIC-pos
HILp_rawData
0033_rx_XAV_iHMP2_HIL_SM-A7J1L.raw
HMP2_HILIC-pos
HILp_rawData
0034_rx_XAV_iHMP2_HIL_SM-A5A1R.raw
HMP2_HILIC-pos
HILp_rawData
0035_rx_XAV_iHMP2_HIL_SM-9XIOJ.raw
HMP2_HILIC-pos
HILp_rawData
0036_rx_XAV_iHMP2_HIL_SM-7DGUW.raw
HMP2_HILIC-pos
HILp_rawData
0037_rx_XAV_iHMP2_HIL_SM-7IWEO.raw
HMP2_HILIC-pos
HILp_rawData
0038_rx_XAV_iHMP2_HIL_SM-9Y4AC.raw
HMP2_HILIC-pos
HILp_rawData
0039_rx_XAV_iHMP2_HIL_SM-76C9O.raw
HMP2_HILIC-pos
HILp_rawData
0040_rx_XAV_iHMP2_HIL_SM-7CP34.raw
HMP2_HILIC-pos
HILp_rawData
0041_rx_XAV_iHMP2_HIL_SM-9PJ1E.raw
HMP2_HILIC-pos
HILp_rawData
0042_rx_XAV_iHMP2_HIL_SM-9RTV8.raw
HMP2_HILIC-pos
HILp_rawData
0043_rx_XAV_iHMP2_HIL_SM-6ZKSA.raw
HMP2_HILIC-pos
HILp_rawData
0044_rx_XAV_iHMP2_HIL_SM-791B7.raw
HMP2_HILIC-pos
HILp_rawData
0045_rx_XAV_iHMP2_HIL_SM-A373R.raw
HMP2_HILIC-pos
HILp_rawData
0046_rx_XAV_iHMP2_HIL_SM-7M8SE.raw
HMP2_HILIC-pos
HILp_rawData
0047_rx_XAV_iHMP2_HIL_SM-7GYIA.raw
HMP2_HILIC-pos
HILp_rawData
0048_rx_XAV_iHMP2_HIL_SM-9OS8G.raw
HMP2_HILIC-pos
HILp_rawData
0049_rx_XAV_iHMP2_HIL_SM-7BP5C.raw
HMP2_HILIC-pos
HILp_rawData
0050_rx_XAV_iHMP2_HIL_SM-A62BX.raw
HMP2_HILIC-pos
HILp_rawData
0051_rx_XAV_iHMP2_HIL_SM-9WOBP.raw
HMP2_HILIC-pos
HILp_rawData
0052_rx_XAV_iHMP2_HIL_SM-7H4HL.raw
HMP2_HILIC-pos
HILp_rawData
0053_rx_XAV_iHMP2_HIL_SM-71WXX.raw
HMP2_HILIC-pos
HILp_rawData
0054_rx_XAV_iHMP2_HIL_SM-7H4GS.raw
HMP2_HILIC-pos
HILp_rawData
0055_rx_XAV_iHMP2_HIL_SM-AADL1.raw
HMP2_HILIC-pos
HILp_rawData
0056_rx_XAV_iHMP2_HIL_SM-9YHLB.raw
HMP2_HILIC-pos
HILp_rawData
0057_rx_XAV_iHMP2_HIL_SM-9OS7Z.raw
HMP2_HILIC-pos
HILp_rawData
0058_rx_XAV_iHMP2_HIL_SM-BYMCC.raw
HMP2_HILIC-pos
HILp_rawData
0059_rx_XAV_iHMP2_HIL_SM-CQEDG.raw
HMP2_HILIC-pos
HILp_rawData
0060_rx_XAV_iHMP2_HIL_SM-CLM5L.raw
HMP2_HILIC-pos
HILp_rawData
0061_rx_XAV_iHMP2_HIL_SM-AN5FR.raw
HMP2_HILIC-pos
HILp_rawData
0062_rx_XAV_iHMP2_HIL_SM-ARWVG.raw
HMP2_HILIC-pos
HILp_rawData
0063_rx_XAV_iHMP2_HIL_SM-AHF2E.raw
HMP2_HILIC-pos
HILp_rawData
0064_rx_XAV_iHMP2_HIL_SM-7EDA8.raw
HMP2_HILIC-pos
HILp_rawData
0065_rx_XAV_iHMP2_HIL_SM-A1ZUY.raw
HMP2_HILIC-pos
HILp_rawData
0066_rx_XAV_iHMP2_HIL_SM-7KMR8.raw
HMP2_HILIC-pos
HILp_rawData
0067_rx_XAV_iHMP2_HIL_SM-ACTNY.raw
HMP2_HILIC-pos
HILp_rawData
0068_rx_XAV_iHMP2_HIL_SM-791B3.raw
HMP2_HILIC-pos
HILp_rawData
0069_rx_XAV_iHMP2_HIL_SM-9OS5Y.raw
HMP2_HILIC-pos
HILp_rawData
0070_rx_XAV_iHMP2_HIL_SM-71WX9.raw
HMP2_HILIC-pos
HILp_rawData
0071_rx_XAV_iHMP2_HIL_SM-9JUD6.raw
HMP2_HILIC-pos
HILp_rawData
0072_rx_XAV_iHMP2_HIL_SM-A5QN2.raw
HMP2_HILIC-pos
HILp_rawData
0073_rx_XAV_iHMP2_HIL_SM-9VW8X.raw
HMP2_HILIC-pos
HILp_rawData
0074_rx_XAV_iHMP2_HIL_SM-7CP2Z.raw
HMP2_HILIC-pos
HILp_rawData
0075_rx_XAV_iHMP2_HIL_SM-7GYHH.raw
HMP2_HILIC-pos
HILp_rawData
0076_rx_XAV_iHMP2_HIL_SM-9PJ16.raw
HMP2_HILIC-pos
HILp_rawData
0077_rx_XAV_iHMP2_HIL_SM-AGUN5.raw
HMP2_HILIC-pos
HILp_rawData
0078_rx_XAV_iHMP2_HIL_SM-9W7W8.raw
HMP2_HILIC-pos
HILp_rawData
0079_rx_XAV_iHMP2_HIL_SM-A9VSE.raw
HMP2_HILIC-pos
HILp_rawData
0080_rx_XAV_iHMP2_HIL_SM-AW574.raw
HMP2_HILIC-pos
HILp_rawData
0081_rx_XAV_iHMP2_HIL_SM-6BKS1.raw
HMP2_HILIC-pos
HILp_rawData
0082_rx_XAV_iHMP2_HIL_SM-74Y7D.raw
HMP2_HILIC-pos
HILp_rawData
0083_rx_XAV_iHMP2_HIL_SM-7H4H1.raw
HMP2_HILIC-pos
HILp_rawData
0084_rx_XAV_iHMP2_HIL_SM-61U3T.raw
HMP2_HILIC-pos
HILp_rawData
0085_rx_XAV_iHMP2_HIL_SM-6XNM3.raw
HMP2_HILIC-pos
HILp_rawData
0086_rx_XAV_iHMP2_HIL_SM-AKTXS.raw
HMP2_HILIC-pos
HILp_rawData
0087_rx_XAV_iHMP2_HIL_SM-CMUKP.raw
HMP2_HILIC-pos
HILp_rawData
0088_rx_XAV_iHMP2_HIL_SM-AF6MI.raw
HMP2_HILIC-pos
HILp_rawData
0089_rx_XAV_iHMP2_HIL_SM-A47RS.raw
HMP2_HILIC-pos
HILp_rawData
0090_rx_XAV_iHMP2_HIL_SM-BZWMX.raw
HMP2_HILIC-pos
HILp_rawData
0091_rx_XAV_iHMP2_HIL_SM-AVADD.raw
HMP2_HILIC-pos
HILp_rawData
0092_rx_XAV_iHMP2_HIL_SM-6Q4FQ.raw
HMP2_HILIC-pos
HILp_rawData
0093_rx_XAV_iHMP2_HIL_SM-5ZZL9.raw
HMP2_HILIC-pos
HILp_rawData
0094_rx_XAV_iHMP2_HIL_SM-689SS.raw
HMP2_HILIC-pos
HILp_rawData
0095_rx_XAV_iHMP2_HIL_SM-77M65.raw
HMP2_HILIC-pos
HILp_rawData
0096_rx_XAV_iHMP2_HIL_SM-7B7LB.raw
HMP2_HILIC-pos
HILp_rawData
0097_rx_XAV_iHMP2_HIL_SM-AG78Z.raw
HMP2_HILIC-pos
HILp_rawData
0098_rx_XAV_iHMP2_HIL_SM-9KOPV.raw
HMP2_HILIC-pos
HILp_rawData
0099_rx_XAV_iHMP2_HIL_SM-9SD8V.raw
HMP2_HILIC-pos
HILp_rawData
0100_rx_XAV_iHMP2_HIL_SM-7IWF9.raw
HMP2_HILIC-pos
HILp_rawData
0101_rx_XAV_iHMP2_HIL_SM-A3J7F.raw
HMP2_HILIC-pos
HILp_rawData
0102_rx_XAV_iHMP2_HIL_SM-C1MZ3.raw
HMP2_HILIC-pos
HILp_rawData
0103_rx_XAV_iHMP2_HIL_SM-CHS72.raw
HMP2_HILIC-pos
HILp_rawData
0104_rx_XAV_iHMP2_HIL_SM-ARMBQ.raw
HMP2_HILIC-pos
HILp_rawData
0105_rx_XAV_iHMP2_HIL_SM-AXTT4.raw
HMP2_HILIC-pos
HILp_rawData
0106_rx_XAV_iHMP2_HIL_SM-A77UE.raw
HMP2_HILIC-pos
HILp_rawData
0107_rx_XAV_iHMP2_HIL_SM-B1JOP.raw
HMP2_HILIC-pos
HILp_rawData
0108_rx_XAV_iHMP2_HIL_SM-AG2E3.raw
HMP2_HILIC-pos
HILp_rawData
0109_rx_XAV_iHMP2_HIL_SM-CTLFU.raw
HMP2_HILIC-pos
HILp_rawData
0110_rx_XAV_iHMP2_HIL_SM-A18Z1.raw
HMP2_HILIC-pos
HILp_rawData
0111_rx_XAV_iHMP2_HIL_SM-AF6MY.raw
HMP2_HILIC-pos
HILp_rawData
0112_rx_XAV_iHMP2_HIL_SM-72PGN.raw
HMP2_HILIC-pos
HILp_rawData
0113_rx_XAV_iHMP2_HIL_SM-7HNM8.raw
HMP2_HILIC-pos
HILp_rawData
0114_rx_XAV_iHMP2_HIL_SM-9RTUR.raw
HMP2_HILIC-pos
HILp_rawData
0115_rx_XAV_iHMP2_HIL_SM-7AA1S.raw
HMP2_HILIC-pos
HILp_rawData
0116_rx_XAV_iHMP2_HIL_SM-6X9WA.raw
HMP2_HILIC-pos
HILp_rawData
0117_rx_XAV_iHMP2_HIL_SM-6CAKR.raw
HMP2_HILIC-pos
HILp_rawData
0118_rx_XAV_iHMP2_HIL_SM-74Y71.raw
HMP2_HILIC-pos
HILp_rawData
0119_rx_XAV_iHMP2_HIL_SM-7FK4D.raw
HMP2_HILIC-pos
HILp_rawData
0120_rx_XAV_iHMP2_HIL_SM-5QVZ9.raw
HMP2_HILIC-pos
HILp_rawData
0121_XAV_iHMP2_HIL-SM-6WOC1.raw
HMP2_HILIC-pos
HILp_rawData
0122_XAV_iHMP2_HIL-SM-5WXZX.raw
HMP2_HILIC-pos
HILp_rawData
0123_XAV_iHMP2_HIL-SM-71WXH.raw
HMP2_HILIC-pos
HILp_rawData
0124_XAV_iHMP2_HIL-SM-7BF22.raw
HMP2_HILIC-pos
HILp_rawData
0125_XAV_iHMP2_HIL-SM-9PJ1I.raw
HMP2_HILIC-pos
HILp_rawData
0126_XAV_iHMP2_HIL-SM-A61QG.raw
HMP2_HILIC-pos
HILp_rawData
0127_XAV_iHMP2_HIL-SM-9UW5S.raw
HMP2_HILIC-pos
HILp_rawData
0128_XAV_iHMP2_HIL-SM-7HAI4.raw
HMP2_HILIC-pos
HILp_rawData
0129_XAV_iHMP2_HIL-SM-6HUBR.raw
HMP2_HILIC-pos
HILp_rawData
0130_XAV_iHMP2_HIL-SM-9OS6B.raw
HMP2_HILIC-pos
HILp_rawData
0131_XAV_iHMP2_HIL-SM-6X9W6.raw
HMP2_HILIC-pos
HILp_rawData
0132_XAV_iHMP2_HIL-SM-7IKZB.raw
HMP2_HILIC-pos
HILp_rawData
0133_XAV_iHMP2_HIL-SM-73BMX.raw
HMP2_HILIC-pos
HILp_rawData
0134_XAV_iHMP2_HIL-SM-7EDAC.raw
HMP2_HILIC-pos
HILp_rawData
0135_XAV_iHMP2_HIL-SM-9ZE8P.raw
HMP2_HILIC-pos
HILp_rawData
0136_XAV_iHMP2_HIL-SM-CP6EO.raw
HMP2_HILIC-pos
HILp_rawData
0137_XAV_iHMP2_HIL-SM-A9F53.raw
HMP2_HILIC-pos
HILp_rawData
0138_XAV_iHMP2_HIL-SM-AXTSZ.raw
HMP2_HILIC-pos
HILp_rawData
0139_XAV_iHMP2_HIL-SM-AKTYH.raw
HMP2_HILIC-pos
HILp_rawData
0140_XAV_iHMP2_HIL-SM-7IKZF.raw
HMP2_HILIC-pos
HILp_rawData
0141_XAV_iHMP2_HIL-SM-7AMIH.raw
HMP2_HILIC-pos
HILp_rawData
0142_XAV_iHMP2_HIL-SM-6SF6T.raw
HMP2_HILIC-pos
HILp_rawData
0143_XAV_iHMP2_HIL-SM-9KOMO.raw
HMP2_HILIC-pos
HILp_rawData
0144_XAV_iHMP2_HIL-SM-9ZJII.raw
HMP2_HILIC-pos
HILp_rawData
0145_XAV_iHMP2_HIL-SM-6ZT2V.raw
HMP2_HILIC-pos
HILp_rawData
0146_XAV_iHMP2_HIL-SM-AGUMK.raw
HMP2_HILIC-pos
HILp_rawData
0147_XAV_iHMP2_HIL-SM-9W3AZ.raw
HMP2_HILIC-pos
HILp_rawData
0148_XAV_iHMP2_HIL-SM-7I1FM.raw
HMP2_HILIC-pos
HILp_rawData
0149_XAV_iHMP2_HIL-SM-A14CI.raw
HMP2_HILIC-pos
HILp_rawData
0150_XAV_iHMP2_HIL-SM-6ZT3W.raw
HMP2_HILIC-pos
HILp_rawData
0151_XAV_iHMP2_HIL-SM-9QMOR.raw
HMP2_HILIC-pos
HILp_rawData
0152_XAV_iHMP2_HIL-SM-6SSMY.raw
HMP2_HILIC-pos
HILp_rawData
0153_XAV_iHMP2_HIL-SM-7IL1S.raw
HMP2_HILIC-pos
HILp_rawData
0154_XAV_iHMP2_HIL-SM-9VWCQ.raw
HMP2_HILIC-pos
HILp_rawData
0155_XAV_iHMP2_HIL-SM-7AK5Y.raw
HMP2_HILIC-pos
HILp_rawData
0156_XAV_iHMP2_HIL-SM-6YAZN.raw
HMP2_HILIC-pos
HILp_rawData
0157_XAV_iHMP2_HIL-SM-7BF2I.raw
HMP2_HILIC-pos
HILp_rawData
0158_XAV_iHMP2_HIL-SM-65GXK.raw
HMP2_HILIC-pos
HILp_rawData
0159_XAV_iHMP2_HIL-SM-6MSSW.raw
HMP2_HILIC-pos
HILp_rawData
0160_XAV_iHMP2_HIL-SM-7GYJN.raw
HMP2_HILIC-pos
HILp_rawData
0161_XAV_iHMP2_HIL-SM-9ZA5V.raw
HMP2_HILIC-pos
HILp_rawData
0162_XAV_iHMP2_HIL-SM-72PHS.raw
HMP2_HILIC-pos
HILp_rawData
0163_XAV_iHMP2_HIL-SM-7K1WG.raw
HMP2_HILIC-pos
HILp_rawData
0164_XAV_iHMP2_HIL-SM-9SIJ5.raw
HMP2_HILIC-pos
HILp_rawData
0165_XAV_iHMP2_HIL-SM-6XRKG.raw
HMP2_HILIC-pos
HILp_rawData
0166_XAV_iHMP2_HIL-SM-7DN3V.raw
HMP2_HILIC-pos
HILp_rawData
0167_XAV_iHMP2_HIL-SM-9ZA1W.raw
HMP2_HILIC-pos
HILp_rawData
0168_XAV_iHMP2_HIL-SM-APR9M.raw
HMP2_HILIC-pos
HILp_rawData
0169_XAV_iHMP2_HIL-SM-A9J97.raw
HMP2_HILIC-pos
HILp_rawData
0170_XAV_iHMP2_HIL-SM-9P5FW.raw
HMP2_HILIC-pos
HILp_rawData
0171_XAV_iHMP2_HIL-SM-9UCZF.raw
HMP2_HILIC-pos
HILp_rawData
0172_XAV_iHMP2_HIL-SM-6X9W2.raw
HMP2_HILIC-pos
HILp_rawData
0173_XAV_iHMP2_HIL-SM-9JYAI.raw
HMP2_HILIC-pos
HILp_rawData
0174_XAV_iHMP2_HIL-SM-7BF15.raw
HMP2_HILIC-pos
HILp_rawData
0175_XAV_iHMP2_HIL-SM-7IKZN.raw
HMP2_HILIC-pos
HILp_rawData
0176_XAV_iHMP2_HIL-SM-727GQ.raw
HMP2_HILIC-pos
HILp_rawData
0177_XAV_iHMP2_HIL-SM-AGUND.raw
HMP2_HILIC-pos
HILp_rawData
0178_XAV_iHMP2_HIL-SM-ATVT8.raw
HMP2_HILIC-pos
HILp_rawData
0179_XAV_iHMP2_HIL-SM-9NBEP.raw
HMP2_HILIC-pos
HILp_rawData
0180_XAV_iHMP2_HIL-SM-A1ZVJ.raw
HMP2_HILIC-pos
HILp_rawData
0181_XAV_iHMP2_HIL-SM-9SIJB.raw
HMP2_HILIC-pos
HILp_rawData
0182_XAV_iHMP2_HIL-SM-APDY4.raw
HMP2_HILIC-pos
HILp_rawData
0183_XAV_iHMP2_HIL-SM-7I1G3.raw
HMP2_HILIC-pos
HILp_rawData
0184_XAV_iHMP2_HIL-SM-A77UY.raw
HMP2_HILIC-pos
HILp_rawData
0185_XAV_iHMP2_HIL-SM-9RD3K.raw
HMP2_HILIC-pos
HILp_rawData
0186_XAV_iHMP2_HIL-SM-5XHHR.raw
HMP2_HILIC-pos
HILp_rawData
0187_XAV_iHMP2_HIL-SM-7D34K.raw
HMP2_HILIC-pos
HILp_rawData
0188_XAV_iHMP2_HIL-SM-69UMY.raw
HMP2_HILIC-pos
HILp_rawData
0189_XAV_iHMP2_HIL-SM-6XTSU.raw
HMP2_HILIC-pos
HILp_rawData
0190_XAV_iHMP2_HIL-SM-6GH65.raw
HMP2_HILIC-pos
HILp_rawData
0191_XAV_iHMP2_HIL-SM-B4A4G.raw
HMP2_HILIC-pos
HILp_rawData
0192_XAV_iHMP2_HIL-SM-77VQ3.raw
HMP2_HILIC-pos
HILp_rawData
0193_XAV_iHMP2_HIL-SM-7I9GC.raw
HMP2_HILIC-pos
HILp_rawData
0194_XAV_iHMP2_HIL-SM-6ZJI9.raw
HMP2_HILIC-pos
HILp_rawData
0195_XAV_iHMP2_HIL-SM-63ZAH.raw
HMP2_HILIC-pos
HILp_rawData
0196_XAV_iHMP2_HIL-SM-6KUC9.raw
HMP2_HILIC-pos
HILp_rawData
0197_XAV_iHMP2_HIL-SM-9Y7CW.raw
HMP2_HILIC-pos
HILp_rawData
0198_XAV_iHMP2_HIL-SM-9OS63.raw
HMP2_HILIC-pos
HILp_rawData
0199_XAV_iHMP2_HIL-SM-7EDA4.raw
HMP2_HILIC-pos
HILp_rawData
0200_XAV_iHMP2_HIL-SM-ADYKC.raw
HMP2_HILIC-pos
HILp_rawData
0201_XAV_iHMP2_HIL-SM-7K1UO.raw
HMP2_HILIC-pos
HILp_rawData
0202_XAV_iHMP2_HIL-SM-A5A1N.raw
HMP2_HILIC-pos
HILp_rawData
0203_XAV_iHMP2_HIL-SM-AIRV5.raw
HMP2_HILIC-pos
HILp_rawData
0204_XAV_iHMP2_HIL-SM-9SIZM.raw
HMP2_HILIC-pos
HILp_rawData
0205_XAV_iHMP2_HIL-SM-AF6M6.raw
HMP2_HILIC-pos
HILp_rawData
0206_XAV_iHMP2_HIL-SM-A2BG6.raw
HMP2_HILIC-pos
HILp_rawData
0207_XAV_iHMP2_HIL-SM-7K1VZ.raw
HMP2_HILIC-pos
HILp_rawData
0208_XAV_iHMP2_HIL-SM-734R8.raw
HMP2_HILIC-pos
HILp_rawData
0209_XAV_iHMP2_HIL-SM-7J5TO.raw
HMP2_HILIC-pos
HILp_rawData
0210_rx_XAV_iHMP2_HIL_SM-7CRWX.raw
HMP2_HILIC-pos
HILp_rawData
0211_XAV_iHMP2_HIL-SM-ACTNU.raw
HMP2_HILIC-pos
HILp_rawData
0212_XAV_iHMP2_HIL-SM-A2HYU.raw
HMP2_HILIC-pos
HILp_rawData
0213_XAV_iHMP2_HIL-SM-9P5FO.raw
HMP2_HILIC-pos
HILp_rawData
0214_XAV_iHMP2_HIL-SM-A1C87.raw
HMP2_HILIC-pos
HILp_rawData
0215_XAV_iHMP2_HIL-SM-79RAY.raw
HMP2_HILIC-pos
HILp_rawData
0216_XAV_iHMP2_HIL-SM-AAHYE.raw
HMP2_HILIC-pos
HILp_rawData
0217_XAV_iHMP2_HIL-SM-7GYHL.raw
HMP2_HILIC-pos
HILp_rawData
0218_XAV_iHMP2_HIL-SM-9NBDO.raw
HMP2_HILIC-pos
HILp_rawData
0219_XAV_iHMP2_HIL-SM-6ZT3C.raw
HMP2_HILIC-pos
HILp_rawData
0220_XAV_iHMP2_HIL-SM-7FHYA.raw
HMP2_HILIC-pos
HILp_rawData
0221_XAV_iHMP2_HIL-SM-9T55H.raw
HMP2_HILIC-pos
HILp_rawData
0222_XAV_iHMP2_HIL-SM-7CP2V.raw
HMP2_HILIC-pos
HILp_rawData
0223_XAV_iHMP2_HIL-SM-73JXD.raw
HMP2_HILIC-pos
HILp_rawData
0224_XAV_iHMP2_HIL-SM-6M2VX.raw
HMP2_HILIC-pos
HILp_rawData
0225_XAV_iHMP2_HIL-SM-6XJUC.raw
HMP2_HILIC-pos
HILp_rawData
0226_XAV_iHMP2_HIL-SM-A3744.raw
HMP2_HILIC-pos
HILp_rawData
0227_XAV_iHMP2_HIL-SM-AEB6U.raw
HMP2_HILIC-pos
HILp_rawData
0228_XAV_iHMP2_HIL-SM-9U26Q.raw
HMP2_HILIC-pos
HILp_rawData
0229_XAV_iHMP2_HIL-SM-AVADL.raw
HMP2_HILIC-pos
HILp_rawData
0230_XAV_iHMP2_HIL-SM-A5A1V.raw
HMP2_HILIC-pos
HILp_rawData
0231_XAV_iHMP2_HIL-SM-9ZK9F.raw
HMP2_HILIC-pos
HILp_rawData
0232_XAV_iHMP2_HIL-SM-ADICO.raw
HMP2_HILIC-pos
HILp_rawData
0233_XAV_iHMP2_HIL-SM-9R78F.raw
HMP2_HILIC-pos
HILp_rawData
0234_XAV_iHMP2_HIL-SM-6ZUH2.raw
HMP2_HILIC-pos
HILp_rawData
0235_XAV_iHMP2_HIL-SM-7NH6E.raw
HMP2_HILIC-pos
HILp_rawData
0236_XAV_iHMP2_HIL-SM-7AMI9.raw
HMP2_HILIC-pos
HILp_rawData
0237_XAV_iHMP2_HIL-SM-7I1FQ.raw
HMP2_HILIC-pos
HILp_rawData
0238_XAV_iHMP2_HIL-SM-6RB9P.raw
HMP2_HILIC-pos
HILp_rawData
0239_XAV_iHMP2_HIL-SM-7IL1G.raw
HMP2_HILIC-pos
HILp_rawData
0240_XAV_iHMP2_HIL-SM-6AXJO.raw
HMP2_HILIC-pos
HILp_rawData
0241_XAV_iHMP2_HIL-SM-6ZKT1.raw
HMP2_HILIC-pos
HILp_rawData
0242_XAV_iHMP2_HIL-SM-7BF2M.raw
HMP2_HILIC-pos
HILp_rawData
0243_XAV_iHMP2_HIL-SM-APDWQ.raw
HMP2_HILIC-pos
HILp_rawData
0244_XAV_iHMP2_HIL-SM-7I9G4.raw
HMP2_HILIC-pos
HILp_rawData
0245_XAV_iHMP2_HIL-SM-61YN5.raw
HMP2_HILIC-pos
HILp_rawData
0246_XAV_iHMP2_HIL-SM-6XJTN.raw
HMP2_HILIC-pos
HILp_rawData
0247_XAV_iHMP2_HIL-SM-76LBZ.raw
HMP2_HILIC-pos
HILp_rawData
0248_XAV_iHMP2_HIL-SM-6DRTP.raw
HMP2_HILIC-pos
HILp_rawData
0249_XAV_iHMP2_HIL-SM-9W7VZ.raw
HMP2_HILIC-pos
HILp_rawData
0250_XAV_iHMP2_HIL-SM-7F43P.raw
HMP2_HILIC-pos
HILp_rawData
0251_XAV_iHMP2_HIL-SM-77M5K.raw
HMP2_HILIC-pos
HILp_rawData
0252_XAV_iHMP2_HIL-SM-7K1V5.raw
HMP2_HILIC-pos
HILp_rawData
0253_XAV_iHMP2_HIL-SM-6ZJI5.raw
HMP2_HILIC-pos
HILp_rawData
0254_XAV_iHMP2_HIL-SM-A77UI.raw
HMP2_HILIC-pos
HILp_rawData
0255_XAV_iHMP2_HIL-SM-9J5IX.raw
HMP2_HILIC-pos
HILp_rawData
0256_XAV_iHMP2_HIL-SM-9SNJ8.raw
HMP2_HILIC-pos
HILp_rawData
0257_XAV_iHMP2_HIL-SM-AMR2U.raw
HMP2_HILIC-pos
HILp_rawData
0258_XAV_iHMP2_HIL-SM-9ZE8H.raw
HMP2_HILIC-pos
HILp_rawData
0259_XAV_iHMP2_HIL-SM-7CP2F.raw
HMP2_HILIC-pos
HILp_rawData
0260_XAV_iHMP2_HIL-SM-6Q4FM.raw
HMP2_HILIC-pos
HILp_rawData
0261_XAV_iHMP2_HIL-SM-71ZV9.raw
HMP2_HILIC-pos
HILp_rawData
0262_XAV_iHMP2_HIL-SM-7M36P.raw
HMP2_HILIC-pos
HILp_rawData
0263_XAV_iHMP2_HIL-SM-9WYEF.raw
HMP2_HILIC-pos
HILp_rawData
0264_XAV_iHMP2_HIL-SM-7I1G7.raw
HMP2_HILIC-pos
HILp_rawData
0265_XAV_iHMP2_HIL-SM-7BP5K.raw
HMP2_HILIC-pos
HILp_rawData
0266_XAV_iHMP2_HIL-SM-689O4.raw
HMP2_HILIC-pos
HILp_rawData
0267_XAV_iHMP2_HIL-SM-6ZEVH.raw
HMP2_HILIC-pos
HILp_rawData
0268_XAV_iHMP2_HIL-SM-6KUCD.raw
HMP2_HILIC-pos
HILp_rawData
0269_XAV_iHMP2_HIL-SM-9IT11.raw
HMP2_HILIC-pos
HILp_rawData
0270_XAV_iHMP2_HIL-SM-6FNW6.raw
HMP2_HILIC-pos
HILp_rawData
0271_XAV_iHMP2_HIL-SM-6ZEUG.raw
HMP2_HILIC-pos
HILp_rawData
0272_XAV_iHMP2_HIL-SM-77M69.raw
HMP2_HILIC-pos
HILp_rawData
0273_XAV_iHMP2_HIL-SM-7HXJW.raw
HMP2_HILIC-pos
HILp_rawData
0274_XAV_iHMP2_HIL-SM-6TO52.raw
HMP2_HILIC-pos
HILp_rawData
0275_XAV_iHMP2_HIL-SM-6OSOU.raw
HMP2_HILIC-pos
HILp_rawData
0276_XAV_iHMP2_HIL-SM-67WTX.raw
HMP2_HILIC-pos
HILp_rawData
0277_XAV_iHMP2_HIL-SM-6XTSQ.raw
HMP2_HILIC-pos
HILp_rawData
0278_XAV_iHMP2_HIL-SM-6EFPD.raw
HMP2_HILIC-pos
HILp_rawData
0279_XAV_iHMP2_HIL-SM-61NJ9.raw
HMP2_HILIC-pos
HILp_rawData
0280_XAV_iHMP2_HIL-SM-76EOD.raw
HMP2_HILIC-pos
HILp_rawData
0281_XAV_iHMP2_HIL-SM-7K1UW.raw
HMP2_HILIC-pos
HILp_rawData
0282_XAV_iHMP2_HIL-SM-6ZEVL.raw
HMP2_HILIC-pos
HILp_rawData
0283_XAV_iHMP2_HIL-SM-9JYA2.raw
HMP2_HILIC-pos
HILp_rawData
0284_XAV_iHMP2_HIL-SM-77FXF.raw
HMP2_HILIC-pos
HILp_rawData
0285_XAV_iHMP2_HIL-SM-9QVJX.raw
HMP2_HILIC-pos
HILp_rawData
0286_XAV_iHMP2_HIL-SM-7F1RS.raw
HMP2_HILIC-pos
HILp_rawData
0287_XAV_iHMP2_HIL-SM-A7J1H.raw
HMP2_HILIC-pos
HILp_rawData
0288_XAV_iHMP2_HIL-SM-9VWAW.raw
HMP2_HILIC-pos
HILp_rawData
0289_XAV_iHMP2_HIL-SM-9QMND.raw
HMP2_HILIC-pos
HILp_rawData
0290_XAV_iHMP2_HIL-SM-7RFYJ.raw
HMP2_HILIC-pos
HILp_rawData
0291_XAV_iHMP2_HIL-SM-AKTYL.raw
HMP2_HILIC-pos
HILp_rawData
0292_XAV_iHMP2_HIL-SM-ARMCB.raw
HMP2_HILIC-pos
HILp_rawData
0293_XAV_iHMP2_HIL-SM-7GFUX.raw
HMP2_HILIC-pos
HILp_rawData
0294_XAV_iHMP2_HIL-SM-6Y2UL.raw
HMP2_HILIC-pos
HILp_rawData
0295_XAV_iHMP2_HIL-SM-6MSSO.raw
HMP2_HILIC-pos
HILp_rawData
0296_XAV_iHMP2_HIL-SM-5ZNHS.raw
HMP2_HILIC-pos
HILp_rawData
0297_XAV_iHMP2_HIL-SM-7AA21.raw
HMP2_HILIC-pos
HILp_rawData
0298_XAV_iHMP2_HIL-SM-ADDF5.raw
HMP2_HILIC-pos
HILp_rawData
0301_XAV_iHMP2_HIL-SM-CSF71.raw
HMP2_HILIC-pos
HILp_rawData
0302_XAV_iHMP2_HIL-SM-72XGS.raw
HMP2_HILIC-pos
HILp_rawData
0303_XAV_iHMP2_HIL-SM-7GCHK.raw
HMP2_HILIC-pos
HILp_rawData
0304_XAV_iHMP2_HIL-SM-6FNVI.raw
HMP2_HILIC-pos
HILp_rawData
0305_XAV_iHMP2_HIL-SM-6XJTF.raw
HMP2_HILIC-pos
HILp_rawData
0306_XAV_iHMP2_HIL-SM-6OLSC.raw
HMP2_HILIC-pos
HILp_rawData
0307_XAV_iHMP2_HIL-SM-AKTYX.raw
HMP2_HILIC-pos
HILp_rawData
0308_XAV_iHMP2_HIL-SM-A9F5B.raw
HMP2_HILIC-pos
HILp_rawData
0309_XAV_iHMP2_HIL-SM-ARNW1.raw
HMP2_HILIC-pos
HILp_rawData
0310_XAV_iHMP2_HIL-SM-9NBE1.raw
HMP2_HILIC-pos
HILp_rawData
0311_XAV_iHMP2_HIL-SM-9XKWX.raw
HMP2_HILIC-pos
HILp_rawData
0312_XAV_iHMP2_HIL-SM-ADID5.raw
HMP2_HILIC-pos
HILp_rawData
0313_XAV_iHMP2_HIL-SM-CSN3P.raw
HMP2_HILIC-pos
HILp_rawData
0314_XAV_iHMP2_HIL-SM-B58FG.raw
HMP2_HILIC-pos
HILp_rawData
0315_XAV_iHMP2_HIL-SM-A72E7.raw
HMP2_HILIC-pos
HILp_rawData
0316_XAV_iHMP2_HIL-SM-6X9WM.raw
HMP2_HILIC-pos
HILp_rawData
0317_XAV_iHMP2_HIL-SM-74Y93.raw
HMP2_HILIC-pos
HILp_rawData
0318_XAV_iHMP2_HIL-SM-6KUCH.raw
HMP2_HILIC-pos
HILp_rawData
0319_XAV_iHMP2_HIL-SM-7IWF5.raw
HMP2_HILIC-pos
HILp_rawData
0320_XAV_iHMP2_HIL-SM-6BQPK.raw
HMP2_HILIC-pos
HILp_rawData
0321_XAV_iHMP2_HIL-SM-9IMBZ.raw
HMP2_HILIC-pos
HILp_rawData
0322_XAV_iHMP2_HIL-SM-6ZT3G.raw
HMP2_HILIC-pos
HILp_rawData
0323_XAV_iHMP2_HIL-SM-7BP4V.raw
HMP2_HILIC-pos
HILp_rawData
0324_XAV_iHMP2_HIL-SM-7K1V1.raw
HMP2_HILIC-pos
HILp_rawData
0325_XAV_iHMP2_HIL-SM-6OOEJ.raw
HMP2_HILIC-pos
HILp_rawData
0326_XAV_iHMP2_HIL-SM-9RTUZ.raw
HMP2_HILIC-pos
HILp_rawData
0327_XAV_iHMP2_HIL-SM-AADKW.raw
HMP2_HILIC-pos
HILp_rawData
0328_XAV_iHMP2_HIL-SM-A12KL.raw
HMP2_HILIC-pos
HILp_rawData
0329_XAV_iHMP2_HIL-SM-ARMC7.raw
HMP2_HILIC-pos
HILp_rawData
0330_XAV_iHMP2_HIL-SM-A9F6G.raw
HMP2_HILIC-pos
HILp_rawData
0331_XAV_iHMP2_HIL-SM-7J5U1.raw
HMP2_HILIC-pos
HILp_rawData
0332_XAV_iHMP2_HIL-SM-AIG54.raw
HMP2_HILIC-pos
HILp_rawData
0333_XAV_iHMP2_HIL-SM-9SIZI.raw
HMP2_HILIC-pos
HILp_rawData
0334_XAV_iHMP2_HIL-SM-7R3AG.raw
HMP2_HILIC-pos
HILp_rawData
0335_XAV_iHMP2_HIL-SM-7DN37.raw
HMP2_HILIC-pos
HILp_rawData
0336_XAV_iHMP2_HIL-SM-6HUG5.raw
HMP2_HILIC-pos
HILp_rawData
0337_XAV_iHMP2_HIL-SM-7K1W8.raw
HMP2_HILIC-pos
HILp_rawData
0338_XAV_iHMP2_HIL-SM-6X9WU.raw
HMP2_HILIC-pos
HILp_rawData
0339_XAV_iHMP2_HIL-SM-7CP3G.raw
HMP2_HILIC-pos
HILp_rawData
0340_XAV_iHMP2_HIL-SM-76CAT.raw
HMP2_HILIC-pos
HILp_rawData
0341_XAV_iHMP2_HIL-SM-61N7T.raw
HMP2_HILIC-pos
HILp_rawData
0342_XAV_iHMP2_HIL-SM-A9J9N.raw
HMP2_HILIC-pos
HILp_rawData
0343_XAV_iHMP2_HIL-SM-9QMNL.raw
HMP2_HILIC-pos
HILp_rawData
0344_XAV_iHMP2_HIL-SM-7EWUS.raw
HMP2_HILIC-pos
HILp_rawData
0345_XAV_iHMP2_HIL-SM-9W3B4.raw
HMP2_HILIC-pos
HILp_rawData
0346_XAV_iHMP2_HIL-SM-7K1V9.raw
HMP2_HILIC-pos
HILp_rawData
0347_XAV_iHMP2_HIL-SM-AIG8M.raw
HMP2_HILIC-pos
HILp_rawData
0348_XAV_iHMP2_HIL-SM-7GYJZ.raw
HMP2_HILIC-pos
HILp_rawData
0349_XAV_iHMP2_HIL-SM-9RRZL.raw
HMP2_HILIC-pos
HILp_rawData
0350_XAV_iHMP2_HIL-SM-A12L2.raw
HMP2_HILIC-pos
HILp_rawData
0351_XAV_iHMP2_HIL-SM-7M8S2.raw
HMP2_HILIC-pos
HILp_rawData
0352_XAV_iHMP2_HIL-SM-AFSIK.raw
HMP2_HILIC-pos
HILp_rawData
0353_XAV_iHMP2_HIL-SM-7BF2Q.raw
HMP2_HILIC-pos
HILp_rawData
0354_XAV_iHMP2_HIL-SM-AVAE6.raw
HMP2_HILIC-pos
HILp_rawData
0355_XAV_iHMP2_HIL-SM-9ZJIA.raw
HMP2_HILIC-pos
HILp_rawData
0356_XAV_iHMP2_HIL-SM-AI38G.raw
HMP2_HILIC-pos
HILp_rawData
0357_XAV_iHMP2_HIL-SM-A77WI.raw
HMP2_HILIC-pos
HILp_rawData
0358_XAV_iHMP2_HIL-SM-CNIIF.raw
HMP2_HILIC-pos
HILp_rawData
0359_XAV_iHMP2_HIL-SM-B5F8Y.raw
HMP2_HILIC-pos
HILp_rawData
0360_XAV_iHMP2_HIL-SM-AV8JF.raw
HMP2_HILIC-pos
HILp_rawData
0361_XAV_iHMP2_HIL-SM-AJC3J.raw
HMP2_HILIC-pos
HILp_rawData
0362_XAV_iHMP2_HIL-SM-AE3RC.raw
HMP2_HILIC-pos
HILp_rawData
0363_XAV_iHMP2_HIL-SM-9U25X.raw
HMP2_HILIC-pos
HILp_rawData
0364_XAV_iHMP2_HIL-SM-A14C6.raw
HMP2_HILIC-pos
HILp_rawData
0365_XAV_iHMP2_HIL-SM-9VW8T.raw
HMP2_HILIC-pos
HILp_rawData
0366_XAV_iHMP2_HIL-SM-ASN2R.raw
HMP2_HILIC-pos
HILp_rawData
0367_XAV_iHMP2_HIL-SM-A9F5R.raw
HMP2_HILIC-pos
HILp_rawData
0368_XAV_iHMP2_HIL-SM-AIG5S.raw
HMP2_HILIC-pos
HILp_rawData
0369_XAV_iHMP2_HIL-SM-9J5IT.raw
HMP2_HILIC-pos
HILp_rawData
0370_XAV_iHMP2_HIL-SM-ATLL1.raw
HMP2_HILIC-pos
HILp_rawData
0371_XAV_iHMP2_HIL-SM-AIG6P.raw
HMP2_HILIC-pos
HILp_rawData
0372_XAV_iHMP2_HIL-SM-CHS76.raw
HMP2_HILIC-pos
HILp_rawData
0373_XAV_iHMP2_HIL-SM-B1JO5.raw
HMP2_HILIC-pos
HILp_rawData
0374_XAV_iHMP2_HIL-SM-6KUD2.raw
HMP2_HILIC-pos
HILp_rawData
0375_XAV_iHMP2_HIL-SM-7DN33.raw
HMP2_HILIC-pos
HILp_rawData
0376_XAV_iHMP2_HIL-SM-77FYC.raw
HMP2_HILIC-pos
HILp_rawData
0377_XAV_iHMP2_HIL-SM-6ZEV1.raw
HMP2_HILIC-pos
HILp_rawData
0378_XAV_iHMP2_HIL-SM-62ARQ.raw
HMP2_HILIC-pos
HILp_rawData
0379_XAV_iHMP2_HIL-SM-6J3OB.raw
HMP2_HILIC-pos
HILp_rawData
0380_XAV_iHMP2_HIL-SM-6XJTB.raw
HMP2_HILIC-pos
HILp_rawData
0381_XAV_iHMP2_HIL-SM-7IWES.raw
HMP2_HILIC-pos
HILp_rawData
0382_XAV_iHMP2_HIL-SM-76EO1.raw
HMP2_HILIC-pos
HILp_rawData
0383_XAV_iHMP2_HIL-SM-7E5EH.raw
HMP2_HILIC-pos
HILp_rawData
0384_XAV_iHMP2_HIL-SM-6XTSY.raw
HMP2_HILIC-pos
HILp_rawData
0385_XAV_iHMP2_HIL-SM-7FVSS.raw
HMP2_HILIC-pos
HILp_rawData
0386_XAV_iHMP2_HIL-SM-7CM7M.raw
HMP2_HILIC-pos
HILp_rawData
0387_XAV_iHMP2_HIL-SM-72ZHO.raw
HMP2_HILIC-pos
HILp_rawData
0388_XAV_iHMP2_HIL-SM-9VE4Y.raw
HMP2_HILIC-pos
HILp_rawData
0389_XAV_iHMP2_HIL-SM-A8MJS.raw
HMP2_HILIC-pos
HILp_rawData
0390_XAV_iHMP2_HIL-SM-9W7W4.raw
HMP2_HILIC-pos
HILp_rawData
0391_rx_XAV_iHMP2_HIL_SM-AHUNW.raw
HMP2_HILIC-pos
HILp_rawData
0392_rx_XAV_iHMP2_HIL_SM-7FK3W.raw
HMP2_HILIC-pos
HILp_rawData
0393_XAV_iHMP2_HIL-SM-AMR37.raw
HMP2_HILIC-pos
HILp_rawData
0394_XAV_iHMP2_HIL-SM-A4UVT.raw
HMP2_HILIC-pos
HILp_rawData
0395_XAV_iHMP2_HIL-SM-9RRZH.raw
HMP2_HILIC-pos
HILp_rawData
0396_XAV_iHMP2_HIL-SM-AF6NB.raw
HMP2_HILIC-pos
HILp_rawData
0397_XAV_iHMP2_HIL-SM-7K259.raw
HMP2_HILIC-pos
HILp_rawData
0398_XAV_iHMP2_HIL-SM-ARMDG.raw
HMP2_HILIC-pos
HILp_rawData
0399_XAV_iHMP2_HIL-SM-7I1H2.raw
HMP2_HILIC-pos
HILp_rawData
0400_XAV_iHMP2_HIL-SM-9QXOC.raw
HMP2_HILIC-pos
HILp_rawData
0401_XAV_iHMP2_HIL-SM-AFCKD.raw
HMP2_HILIC-pos
HILp_rawData
0402_XAV_iHMP2_HIL-SM-9QMQ9.raw
HMP2_HILIC-pos
HILp_rawData
0403_XAV_iHMP2_HIL-SM-9VWCE.raw
HMP2_HILIC-pos
HILp_rawData
0404_XAV_iHMP2_HIL-SM-9ZA5J.raw
HMP2_HILIC-pos
HILp_rawData
0405_XAV_iHMP2_HIL-SM-AGULV.raw
HMP2_HILIC-pos
HILp_rawData
0406_XAV_iHMP2_HIL-SM-AXQRD.raw
HMP2_HILIC-pos
HILp_rawData
0407_XAV_iHMP2_HIL-SM-AUP8B.raw
HMP2_HILIC-pos
HILp_rawData
0408_XAV_iHMP2_HIL-SM-A9F71.raw
HMP2_HILIC-pos
HILp_rawData
0409_XAV_iHMP2_HIL-SM-APDXF.raw
HMP2_HILIC-pos
HILp_rawData
0410_XAV_iHMP2_HIL-SM-6YAZR.raw
HMP2_HILIC-pos
HILp_rawData
0411_XAV_iHMP2_HIL-SM-7MCUF.raw
HMP2_HILIC-pos
HILp_rawData
0412_XAV_iHMP2_HIL-SM-76CAL.raw
HMP2_HILIC-pos
HILp_rawData
0413_XAV_iHMP2_HIL-SM-9RRZP.raw
HMP2_HILIC-pos
HILp_rawData
0414_XAV_iHMP2_HIL-SM-7IL1O.raw
HMP2_HILIC-pos
HILp_rawData
0415_XAV_iHMP2_HIL-SM-6M48S.raw
HMP2_HILIC-pos
HILp_rawData
0416_XAV_iHMP2_HIL-SM-64NA9.raw
HMP2_HILIC-pos
HILp_rawData
0417_XAV_iHMP2_HIL-SM-5QVZD.raw
HMP2_HILIC-pos
HILp_rawData
0418_XAV_iHMP2_HIL-SM-7IL1K.raw
HMP2_HILIC-pos
HILp_rawData
0419_XAV_iHMP2_HIL-SM-71WY2.raw
HMP2_HILIC-pos
HILp_rawData
0420_XAV_iHMP2_HIL-SM-7CRX2.raw
HMP2_HILIC-pos
HILp_rawData
0421_XAV_iHMP2_HIL-SM-6MYZ2.raw
HMP2_HILIC-pos
HILp_rawData
0422_XAV_iHMP2_HIL-SM-7ED9R.raw
HMP2_HILIC-pos
HILp_rawData
0423_XAV_iHMP2_HIL-SM-76EO9.raw
HMP2_HILIC-pos
HILp_rawData
0424_XAV_iHMP2_HIL-SM-6Y87V.raw
HMP2_HILIC-pos
HILp_rawData
0425_XAV_iHMP2_HIL-SM-A2HYM.raw
HMP2_HILIC-pos
HILp_rawData
0426_XAV_iHMP2_HIL-SM-7IWEW.raw
HMP2_HILIC-pos
HILp_rawData
0427_XAV_iHMP2_HIL-SM-9P5FG.raw
HMP2_HILIC-pos
HILp_rawData
0428_XAV_iHMP2_HIL-SM-9SIIW.raw
HMP2_HILIC-pos
HILp_rawData
0429_XAV_iHMP2_HIL-SM-7J5TW.raw
HMP2_HILIC-pos
HILp_rawData
0430_XAV_iHMP2_HIL-SM-7E5ED.raw
HMP2_HILIC-pos
HILp_rawData
0431_XAV_iHMP2_HIL-SM-6ZT2N.raw
HMP2_HILIC-pos
HILp_rawData
0432_XAV_iHMP2_HIL-SM-6XSL6.raw
HMP2_HILIC-pos
HILp_rawData
0433_XAV_iHMP2_HIL-SM-9SNJ4.raw
HMP2_HILIC-pos
HILp_rawData
0434_XAV_iHMP2_HIL-SM-7MCTQ.raw
HMP2_HILIC-pos
HILp_rawData
0435_XAV_iHMP2_HIL-SM-7CRWP.raw
HMP2_HILIC-pos
HILp_rawData
0436_XAV_iHMP2_HIL-SM-CJ2ZF.raw
HMP2_HILIC-pos
HILp_rawData
0437_XAV_iHMP2_HIL-SM-AMR3J.raw
HMP2_HILIC-pos
HILp_rawData
0438_XAV_iHMP2_HIL-SM-AVADT.raw
HMP2_HILIC-pos
HILp_rawData
0439_XAV_iHMP2_HIL-SM-B1SBW.raw
HMP2_HILIC-pos
HILp_rawData
0440_XAV_iHMP2_HIL-SM-AK8KS.raw
HMP2_HILIC-pos
HILp_rawData
0441_XAV_iHMP2_HIL-SM-B4LHS.raw
HMP2_HILIC-pos
HILp_rawData
0442_XAV_iHMP2_HIL-SM-CEFO7.raw
HMP2_HILIC-pos
HILp_rawData
0443_XAV_iHMP2_HIL-SM-CRT7P.raw
HMP2_HILIC-pos
HILp_rawData
0444_XAV_iHMP2_HIL-SM-AWQK7.raw
HMP2_HILIC-pos
HILp_rawData
0445_XAV_iHMP2_HIL-SM-9NBF6.raw
HMP2_HILIC-pos
HILp_rawData
0446_XAV_iHMP2_HIL-SM-9ZE8T.raw
HMP2_HILIC-pos
HILp_rawData
0447_XAV_iHMP2_HIL-SM-7D34O.raw
HMP2_HILIC-pos
HILp_rawData
0448_XAV_iHMP2_HIL-SM-7NSP1.raw
HMP2_HILIC-pos
HILp_rawData
0449_XAV_iHMP2_HIL-SM-7F1RW.raw
HMP2_HILIC-pos
HILp_rawData
0450_XAV_iHMP2_HIL-SM-9T55L.raw
HMP2_HILIC-pos
HILp_rawData
0451_XAV_iHMP2_HIL-SM-A8XLM.raw
HMP2_HILIC-pos
HILp_rawData
0452_XAV_iHMP2_HIL-SM-AK8LH.raw
HMP2_HILIC-pos
HILp_rawData
0453_XAV_iHMP2_HIL-SM-7J5UD.raw
HMP2_HILIC-pos
HILp_rawData
0454_XAV_iHMP2_HIL-SM-9YTMA.raw
HMP2_HILIC-pos
HILp_rawData
0455_XAV_iHMP2_HIL-SM-AFSIO.raw
HMP2_HILIC-pos
HILp_rawData
0456_XAV_iHMP2_HIL-SM-AVPGZ.raw
HMP2_HILIC-pos
HILp_rawData
0457_XAV_iHMP2_HIL-SM-9O9R1.raw
HMP2_HILIC-pos
HILp_rawData
0458_XAV_iHMP2_HIL-SM-A14CQ.raw
HMP2_HILIC-pos
HILp_rawData
0459_XAV_iHMP2_HIL-SM-C1WB2.raw
HMP2_HILIC-pos
HILp_rawData
0460_XAV_iHMP2_HIL-SM-CH32P.raw
HMP2_HILIC-pos
HILp_rawData
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1966/3150 [2:31:01<11:18:31, 34.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 62%|██████▏   | 1968/3150 [2:31:03<8:13:18, 25.04s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1969/3150 [2:31:07<7:00:46, 21.38s/it]
 63%|██████▎   | 1972/3150 [2:31:07<4:05:08, 12.49s/it]
0461_XAV_iHMP2_HIL-SM-AFSIG.raw
HMP2_HILIC-pos
HILp_rawData
0462_XAV_iHMP2_HIL-SM-AJDM5.raw
HMP2_HILIC-pos
HILp_rawData
0463_XAV_iHMP2_HIL-SM-A47S3.raw
HMP2_HILIC-pos
HILp_rawData
0464_XAV_iHMP2_HIL-SM-ASN2Z.raw
HMP2_HILIC-pos
HILp_rawData
0465_XAV_iHMP2_HIL-SM-B5F9B.raw
HMP2_HILIC-pos
HILp_rawData
0466_XAV_iHMP2_HIL-SM-CHZLQ.raw
HMP2_HILIC-pos
HILp_rawData
0467_XAV_iHMP2_HIL-SM-CL4HR.raw
HMP2_HILIC-pos
HILp_rawData
0468_XAV_iHMP2_HIL-SM-AGUNH.raw
HMP2_HILIC-pos
HILp_rawData
0469_XAV_iHMP2_HIL-SM-5U5DE.raw
HMP2_HILIC-pos
HILp_rawData
0470_XAV_iHMP2_HIL-SM-6WJN1.raw
HMP2_HILIC-pos
HILp_rawData
0471_XAV_iHMP2_HIL-SM-76ENW.raw
HMP2_HILIC-pos
HILp_rawData
0472_XAV_iHMP2_HIL-SM-7DGV5.raw
HMP2_HILIC-pos
HILp_rawData
0473_XAV_iHMP2_HIL-SM-6CAJI.raw
HMP2_HILIC-pos
HILp_rawData
0474_XAV_iHMP2_HIL-SM-6ZKY3.raw
HMP2_HILIC-pos
HILp_rawData
0475_XAV_iHMP2_HIL-SM-7R3AC.raw
HMP2_HILIC-pos
HILp_rawData
0476_XAV_iHMP2_HIL-SM-9U262.raw
HMP2_HILIC-pos
HILp_rawData
0477_XAV_iHMP2_HIL-SM-7AK5U.raw
HMP2_HILIC-pos
HILp_rawData
0478_XAV_iHMP2_HIL-SM-9RD3C.raw
HMP2_HILIC-pos
HILp_rawData
0479_XAV_iHMP2_HIL-SM-A4O3C.raw
HMP2_HILIC-pos
HILp_rawData
0480_XAV_iHMP2_HIL-SM-77FXZ.raw
HMP2_HILIC-pos
HILp_rawData
0481_XAV_iHMP2_HIL-SM-7DGV1.raw
HMP2_HILIC-pos
HILp_rawData
0482_XAV_iHMP2_HIL-SM-7I1GX.raw
HMP2_HILIC-pos
HILp_rawData
0483_XAV_iHMP2_HIL-SM-A12KH.raw
HMP2_HILIC-pos
HILp_rawData
0484_XAV_iHMP2_HIL-SM-AFJ1N.raw
HMP2_HILIC-pos
HILp_rawData
0485_XAV_iHMP2_HIL-SM-AM1I6.raw
HMP2_HILIC-pos
HILp_rawData
0486_XAV_iHMP2_HIL-SM-9HYXZ.raw
HMP2_HILIC-pos
HILp_rawData
0487_XAV_iHMP2_HIL-SM-9OS7N.raw
HMP2_HILIC-pos
HILp_rawData
0488_XAV_iHMP2_HIL-SM-AHUO1.raw
HMP2_HILIC-pos
HILp_rawData
0489_XAV_iHMP2_HIL-SM-AVJBU.raw
HMP2_HILIC-pos
HILp_rawData
0490_XAV_iHMP2_HIL-SM-9WOBD.raw
HMP2_HILIC-pos
HILp_rawData
0491_XAV_iHMP2_HIL-SM-B2OQN.raw
HMP2_HILIC-pos
HILp_rawData
0492_XAV_iHMP2_HIL-SM-CE9V4.raw
HMP2_HILIC-pos
HILp_rawData
0493_XAV_iHMP2_HIL-SM-A5QMX.raw
HMP2_HILIC-pos
HILp_rawData
0494_XAV_iHMP2_HIL-SM-9VWC6.raw
HMP2_HILIC-pos
HILp_rawData
0495_XAV_iHMP2_HIL-SM-AGUN1.raw
HMP2_HILIC-pos
HILp_rawData
0496_XAV_iHMP2_HIL-SM-AVR79.raw
HMP2_HILIC-pos
HILp_rawData
0497_XAV_iHMP2_HIL-SM-B2OQ7.raw
HMP2_HILIC-pos
HILp_rawData
0498_XAV_iHMP2_HIL-SM-9ZGIF.raw
HMP2_HILIC-pos
HILp_rawData
0499_XAV_iHMP2_HIL-SM-ARB69.raw
HMP2_HILIC-pos
HILp_rawData
0500_XAV_iHMP2_HIL-SM-CG7AV.raw
HMP2_HILIC-pos
HILp_rawData
0501_XAV_iHMP2_HIL-SM-ADDEW.raw
HMP2_HILIC-pos
HILp_rawData
0502_XAV_iHMP2_HIL-SM-ACTNE.raw
HMP2_HILIC-pos
HILp_rawData
0503_XAV_iHMP2_HIL-SM-AXQRH.raw
HMP2_HILIC-pos
HILp_rawData
0504_XAV_iHMP2_HIL-SM-CE6ZH.raw
HMP2_HILIC-pos
HILp_rawData
0505_XAV_iHMP2_HIL-SM-CH32H.raw
HMP2_HILIC-pos
HILp_rawData
0506_XAV_iHMP2_HIL-SM-APR9Q.raw
HMP2_HILIC-pos
HILp_rawData
0507_XAV_iHMP2_HIL-SM-787I4.raw
HMP2_HILIC-pos
HILp_rawData
0508_XAV_iHMP2_HIL-SM-9X47O.raw
HMP2_HILIC-pos
HILp_rawData
0509_XAV_iHMP2_HIL-SM-7GCHC.raw
HMP2_HILIC-pos
HILp_rawData
0510_XAV_iHMP2_HIL-SM-9RYI7.raw
HMP2_HILIC-pos
HILp_rawData
0511_XAV_iHMP2_HIL-SM-CMUKL.raw
HMP2_HILIC-pos
HILp_rawData
0513_XAV_iHMP2_HIL-SM-AAHYA.raw
HMP2_HILIC-pos
HILp_rawData
0514_XAV_iHMP2_HIL-SM-AUNQ5.raw
HMP2_HILIC-pos
HILp_rawData
0515_XAV_iHMP2_HIL-SM-A18YS.raw
HMP2_HILIC-pos
HILp_rawData
0516_XAV_iHMP2_HIL-SM-AYMHV.raw
HMP2_HILIC-pos
HILp_rawData
0517_XAV_iHMP2_HIL-SM-BZ5M6.raw
HMP2_HILIC-pos
HILp_rawData
0518_XAV_iHMP2_HIL-SM-CNW2E.raw
HMP2_HILIC-pos
HILp_rawData
0519_XAV_iHMP2_HIL-SM-AE3QV.raw
HMP2_HILIC-pos
HILp_rawData
0520_XAV_iHMP2_HIL-SM-AQJXS.raw
HMP2_HILIC-pos
HILp_rawData
0521_XAV_iHMP2_HIL_SM-CKJ6T.raw
HMP2_HILIC-pos
HILp_rawData
0522_XAV_iHMP2_HIL_SM-COSYB.raw
HMP2_HILIC-pos
HILp_rawData
0523_XAV_iHMP2_HIL_SM-AFSHZ.raw
HMP2_HILIC-pos
HILp_rawData
0524_XAV_iHMP2_HIL_SM-AN5FZ.raw
HMP2_HILIC-pos
HILp_rawData
0525_XAV_iHMP2_HIL_SM-ARMBY.raw
HMP2_HILIC-pos
HILp_rawData
0526_XAV_iHMP2_HIL_SM-CJNBH.raw
HMP2_HILIC-pos
HILp_rawData
0527_XAV_iHMP2_HIL_SM-CTTKY.raw
HMP2_HILIC-pos
HILp_rawData
0528_XAV_iHMP2_HIL_SM-ATVSR.raw
HMP2_HILIC-pos
HILp_rawData
0529_XAV_iHMP2_HIL_SM-AVR6W.raw
HMP2_HILIC-pos
HILp_rawData
0530_XAV_iHMP2_HIL_SM-B5ORH.raw
HMP2_HILIC-pos
HILp_rawData
0531_XAV_iHMP2_HIL_SM-CRP6E.raw
HMP2_HILIC-pos
HILp_rawData
0532_XAV_iHMP2_HIL_SM-BZIQP.raw
HMP2_HILIC-pos
HILp_rawData
0533_XAV_iHMP2_HIL_SM-AFCK9.raw
HMP2_HILIC-pos
HILp_rawData
0534_XAV_iHMP2_HIL_SM-AKTY5.raw
HMP2_HILIC-pos
HILp_rawData
0535_XAV_iHMP2_HIL_SM-AU2MF.raw
HMP2_HILIC-pos
HILp_rawData
0536_XAV_iHMP2_HIL_SM-9OS67.raw
HMP2_HILIC-pos
HILp_rawData
0537_XAV_iHMP2_HIL_SM-BZNKI.raw
HMP2_HILIC-pos
HILp_rawData
0538_XAV_iHMP2_HIL_SM-9Y49Z.raw
HMP2_HILIC-pos
HILp_rawData
0539_XAV_iHMP2_HIL_SM-9XIOX.raw
HMP2_HILIC-pos
HILp_rawData
0540_XAV_iHMP2_HIL_SM-AWJJY.raw
HMP2_HILIC-pos
HILp_rawData
0541_XAV_iHMP2_HIL_SM-BZNLC.raw
HMP2_HILIC-pos
HILp_rawData
0542_XAV_iHMP2_HIL_SM-AGUMC.raw
HMP2_HILIC-pos
HILp_rawData
0543_XAV_iHMP2_HIL_SM-A375P.raw
HMP2_HILIC-pos
HILp_rawData
0544_XAV_iHMP2_HIL_SM-9OS8K.raw
HMP2_HILIC-pos
HILp_rawData
0545_XAV_iHMP2_HIL_SM-A2HYY.raw
HMP2_HILIC-pos
HILp_rawData
0547_XAV_iHMP2_HIL_SM-A9F75.raw
HMP2_HILIC-pos
HILp_rawData
0548_XAV_iHMP2_HIL_SM-AKTZI.raw
HMP2_HILIC-pos
HILp_rawData
0549_XAV_iHMP2_HIL_SM-6XSLI.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2180 rows!
Extracted information for 2180 samples.
Processing  ST000625
No raw data detected. Ignoring ST000625
Processing  ST001674
Initiating REDU-table generation for AN002732
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GOLPH3_HeLa_phsopholipidomics
CTRL_1.raw
GOLPH3_HeLa_phsopholipidomics
CTRL_2.raw
GOLPH3_HeLa_phsopholipidomics
GOLPH3_KD_1.raw
GOLPH3_HeLa_phsopholipidomics
GOLPH3_KD_2.raw
GOLPH3_HeLa_phsopholipidomics
GOLPH3_OE_1.raw
GOLPH3_HeLa_phsopholipidomics
GOLPH3_OE_2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002145
Initiating REDU-table generation for AN003511
Rest length is 10
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003512
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
210716_shchrebpHG-1_Pos_high.mzML
210716_shchrebpHG-2_Pos_high.mzML
210716_shchrebpHG-3_Pos_high.mzML
210716_shchrebpHG-4_Pos_high.mzML
210716_shctrlHG-1_Pos_high.mzML
210716_shctrlHG-2_Pos_high.mzML
210716_shctrlHG-3_Pos_high.mzML
210716_shctrlNG-1_Pos_high.mzML
210716_shctrlNG-2_Pos_high.mzML
210716_shctrlNG-3_Pos_high.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000370
No raw data detected. Ignoring ST000370
Processing  ST000589
No raw data detected. Ignoring ST000589
Processing  ST001019
No raw data detected. Ignoring ST001019
Processing  ST003360
No raw data detected. Ignoring ST003360
Processing  ST002091
Initiating REDU-table generation for AN003415
Rest length is 200
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
IMSS
Lipidyzer Batch - 20181024111314 - 1-29664 - 01.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29665 - 02.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29666 - 03.mzML
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Lipidyzer Batch - 20181024111314 - 1-29667 - 04.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29668 - 05.mzML
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Lipidyzer Batch - 20181024111314 - 1-29669 - 06.mzML
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Lipidyzer Batch - 20181024111314 - 1-29670 - 07.mzML
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Lipidyzer Batch - 20181024111314 - 1-29671 - 08.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29672 - 09.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29673 - 10.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29674 - 11.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29675 - 12.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29676 - 13.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29677 - 14.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29678 - 15.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29679 - 16.mzML
IMSS
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IMSS
Lipidyzer Batch - 20181024111314 - 1-29681 - 18.mzML
IMSS
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Lipidyzer Batch - 20181024111314 - 1-29683 - 20.mzML
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Lipidyzer Batch - 20181024111314 - 1-29684 - 21.mzML
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Lipidyzer Batch - 20181024111314 - 1-29685 - 22.mzML
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Lipidyzer Batch - 20181024111314 - 1-29686 - 23.mzML
IMSS
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Lipidyzer Batch - 20181024111314 - 1-29703 - 40.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29704 - 41.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29705 - 42.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29706 - 43.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29707 - 44.mzML
IMSS
Lipidyzer Batch - 20181024111314 - 1-29708 - 45.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29762 - 01.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29763 - 02.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29764 - 03.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29765 - 04.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29766 - 05.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29767 - 06.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29768 - 07.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29769 - 08.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29770 - 09.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29771 - 10.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29772 - 11.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29773 - 12.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29774 - 13.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29775 - 14.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29776 - 15.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29777 - 16.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29778 - 17.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29779 - 18.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29780 - 19.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29781 - 20.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29782 - 21.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29783 - 22.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29784 - 23.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29785 - 24.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29786 - 25.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29787 - 26.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29788 - 27.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29789 - 28.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29790 - 29.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29791 - 30.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29792 - 31.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29793 - 32.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29794 - 33.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29795 - 34.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29796 - 35.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29797 - 36.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29798 - 37.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29799 - 38.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29800 - 39.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29801 - 40.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29802 - 41.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29803 - 42.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29804 - 43.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29805 - 44.mzML
IMSS
Lipidyzer Batch - 20181025092308 - 2-29806 - 45.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29819 - 46.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29820 - 47.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29821 - 48.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29822 - 49.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29823 - 50.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29824 - 51.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29825 - 52.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29826 - 53.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29827 - 54.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29828 - 55.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29829 - 56.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29830 - 57.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29831 - 58.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29832 - 59.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29833 - 60.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29834 - 61.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29835 - 62.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29836 - 63.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29837 - 64.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29838 - 65.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29839 - 66.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29840 - 67.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29841 - 68.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29842 - 69.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29843 - 70.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29844 - 71.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29845 - 72.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29846 - 73.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29847 - 74.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29848 - 75.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29849 - 76.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29850 - 77.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29851 - 78.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29852 - 79.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29853 - 80.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29854 - 81.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29855 - 82.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29856 - 83.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29857 - 84.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29858 - 85.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29859 - 86.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29860 - 87.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29861 - 88.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29862 - 89.mzML
IMSS
Lipidyzer Batch - 20181030110603 - 1-29863 - 90.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29868 - 46.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29869 - 47.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29870 - 48.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29871 - 49.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29872 - 50.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29873 - 51.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29874 - 52.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29875 - 53.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29876 - 54.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29877 - 55.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29878 - 56.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29879 - 57.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29880 - 58.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29881 - 59.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29882 - 60.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29883 - 61.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29884 - 62.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29885 - 63.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29886 - 64.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29887 - 65.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29888 - 66.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29889 - 67.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29890 - 68.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29891 - 69.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29892 - 70.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29893 - 71.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29894 - 72.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29895 - 73.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29896 - 74.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29897 - 75.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29898 - 76.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29899 - 77.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29900 - 78.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29901 - 79.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29902 - 80.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29903 - 81.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29904 - 82.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29905 - 83.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29906 - 84.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29907 - 85.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29908 - 86.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29909 - 87.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29910 - 88.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29911 - 89.mzML
IMSS
Lipidyzer Batch - 20181031101343 - 2-29912 - 90.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29925 - 91.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29926 - 92.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29927 - 93.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29928 - 94.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29929 - 95.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29930 - 96.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29931 - 97.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29932 - 98.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29933 - 99.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29934 - 100.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29935 - 101.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29936 - 102.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29937 - 103.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29938 - 104.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29939 - 105.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29940 - 106.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29941 - 107.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29942 - 108.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29943 - 109.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29944 - 110.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29945 - 111.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29946 - 112.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29947 - 113.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29948 - 114.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29949 - 115.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29950 - 116.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29951 - 117.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29952 - 118.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29953 - 119.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29954 - 120.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29955 - 121.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29956 - 122.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29957 - 123.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29958 - 124.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29959 - 125.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29960 - 126.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29961 - 127.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29962 - 128.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29963 - 129.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29964 - 130.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29965 - 131.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29966 - 132.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29967 - 133.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29968 - 134.mzML
IMSS
Lipidyzer Batch - 20181101105621 - 1-29969 - 135.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29974 - 91.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29975 - 92.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29976 - 93.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29977 - 94.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29978 - 95.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29979 - 96.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29980 - 97.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29981 - 98.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29982 - 99.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29983 - 100.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29984 - 101.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29985 - 102.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29986 - 103.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29987 - 104.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29988 - 105.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29989 - 106.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29990 - 107.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29991 - 108.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29992 - 109.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29993 - 110.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29994 - 111.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29995 - 112.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29996 - 113.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29997 - 114.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29998 - 115.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-29999 - 116.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30000 - 117.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30001 - 118.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30002 - 119.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30003 - 120.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30004 - 121.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30005 - 122.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30006 - 123.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30007 - 124.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30008 - 125.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30009 - 126.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30010 - 127.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30011 - 128.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30012 - 129.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30013 - 130.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30014 - 131.mzML
IMSS
Lipidyzer Batch - 20181102101323 - 2-30015 - 132.mzML
IMSS
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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1974/3150 [2:31:11<3:07:35,  9.57s/it]
 63%|██████▎   | 1977/3150 [2:31:11<1:56:37,  5.97s/it]
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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1979/3150 [2:31:29<1:25:52,  4.40s/it]
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 400 rows!
Extracted information for 400 samples.
Processing  ST000892
No raw data detected. Ignoring ST000892
Processing  ST001426
No raw data detected. Ignoring ST001426
Processing  ST000379
No raw data detected. Ignoring ST000379
Processing  ST001945
No raw data detected. Ignoring ST001945
Processing  ST002392
No raw data detected. Ignoring ST002392
Processing  ST002937
Initiating REDU-table generation for AN004817
Rest length is 962
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004818
Rest length is 962
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004819
Rest length is 962
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004820
Rest length is 962
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004821
Rest length is 962
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004822
Rest length is 962
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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Cb222-V.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 959 rows!
Extracted information for 959 samples.
Processing  ST003284
No raw data detected. Ignoring ST003284
Processing  ST001748
Initiating REDU-table generation for AN002845
Rest length is 287
raw file key found.
Initiating REDU-table generation for AN002846
Rest length is 287
raw file key found.
Initiating REDU-table generation for AN002847
Rest length is 287
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
bileacid_Exp1_10_Therapy.mzXML
bileacid_Exp1_11_Therapy.mzXML
bileacid_Exp1_12_Therapy.mzXML
bileacid_Exp1_13_Therapy.mzXML
bileacid_Exp1_14_Therapy.mzXML
bileacid_Exp1_15_Therapy.mzXML
bileacid_Exp1_16_Therapy.mzXML
bileacid_Exp1_17_Therapy.mzXML
bileacid_Exp1_18_Prevention.mzXML
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bileacid_Exp1_1_EER.mzXML
bileacid_Exp1_20_Prevention.mzXML
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bileacid_Exp1_22_Prevention.mzXML
bileacid_Exp1_23_Prevention.mzXML
bileacid_Exp1_24_Prevention.mzXML
bileacid_Exp1_25_Prevention.mzXML
bileacid_Exp1_26_GUT103.mzXML
bileacid_Exp1_27_GUT103.mzXML
bileacid_Exp1_28_GUT103.mzXML
bileacid_Exp1_29_GUT103.mzXML
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bileacid_Exp1_30_GUT103.mzXML
bileacid_Exp1_3_EER.mzXML
bileacid_Exp1_4_EER.mzXML
bileacid_Exp1_5_EER.mzXML
bileacid_Exp1_6_EER.mzXML
bileacid_Exp1_7_EER.mzXML
bileacid_Exp1_8_EER.mzXML
bileacid_Exp1_9_EER.mzXML
bileacid_Exp2_10_Hu+PBS_week2.mzXML
bileacid_Exp2_10_Hu+PBS_week4.mzXML
bileacid_Exp2_11_Hu+PBS_week2.mzXML
bileacid_Exp2_11_Hu+PBS_week4.mzXML
bileacid_Exp2_12_Hu+GUT108_week2.mzXML
bileacid_Exp2_12_Hu+GUT108_week4.mzXML
bileacid_Exp2_13_Hu+GUT108_week2.mzXML
bileacid_Exp2_13_Hu+GUT108_week4.mzXML
bileacid_Exp2_14_Hu+GUT108_week2.mzXML
bileacid_Exp2_14_Hu+GUT108_week4.mzXML
bileacid_Exp2_15_Hu+GUT108_week2.mzXML
bileacid_Exp2_15_Hu+GUT108_week4.mzXML
bileacid_Exp2_16_Hu+GUT108_week2.mzXML
bileacid_Exp2_16_Hu+GUT108_week4.mzXML
bileacid_Exp2_17_Hu+GUT108_week2.mzXML
bileacid_Exp2_17_Hu+GUT108_week4.mzXML
bileacid_Exp2_18_Hu+GUT108_week2.mzXML
bileacid_Exp2_18_Hu+GUT108_week4.mzXML
bileacid_Exp2_19_Hu+GUT108_week2.mzXML
bileacid_Exp2_19_Hu+GUT108_week4.mzXML
bileacid_Exp2_1_Hu+PBS_week2.mzXML
bileacid_Exp2_1_Hu+PBS_week4.mzXML
bileacid_Exp2_20_Hu+GUT108_week2.mzXML
bileacid_Exp2_20_Hu+GUT108_week4.mzXML
bileacid_Exp2_21_Hu+GUT108_week2.mzXML
bileacid_Exp2_21_Hu+GUT108_week4.mzXML
bileacid_Exp2_22_Hu+GUT108_week2.mzXML
bileacid_Exp2_22_Hu+GUT108_week4.mzXML
bileacid_Exp2_2_Hu+PBS_week2.mzXML
bileacid_Exp2_2_Hu+PBS_week4.mzXML
bileacid_Exp2_3_Hu+PBS_week2.mzXML
bileacid_Exp2_3_Hu+PBS_week4.mzXML
bileacid_Exp2_4_Hu+PBS_week2.mzXML
bileacid_Exp2_4_Hu+PBS_week4.mzXML
bileacid_Exp2_5_Hu+PBS_week2.mzXML
bileacid_Exp2_5_Hu+PBS_week4.mzXML
bileacid_Exp2_6_Hu+PBS_week2.mzXML
bileacid_Exp2_6_Hu+PBS_week4.mzXML
bileacid_Exp2_7_Hu+PBS_week2.mzXML
bileacid_Exp2_7_Hu+PBS_week4.mzXML
bileacid_Exp2_8_Hu+PBS_week2.mzXML
bileacid_Exp2_8_Hu+PBS_week4.mzXML
bileacid_Exp2_9_Hu+PBS_week2.mzXML
bileacid_Exp2_9_Hu+PBS_week4.mzXML
bileacid_Exp3_14_GUT108_week0.mzXML
bileacid_Exp3_14_GUT108_week2.mzXML
bileacid_Exp3_15_GUT108_week0.mzXML
bileacid_Exp3_15_GUT108_week2.mzXML
bileacid_Exp3_17_GUT108_week0.mzXML
bileacid_Exp3_17_GUT108_week2.mzXML
bileacid_Exp3_18_GUT108_week0.mzXML
bileacid_Exp3_18_GUT108_week2.mzXML
bileacid_Exp3_19_GUT108_week0.mzXML
bileacid_Exp3_19_GUT108_week2.mzXML
bileacid_Exp3_1_PBS_week0.mzXML
bileacid_Exp3_1_PBS_week2.mzXML
bileacid_Exp3_20_GUT108_week0.mzXML
bileacid_Exp3_20_GUT108_week2.mzXML
bileacid_Exp3_3_PBS_week0.mzXML
bileacid_Exp3_3_PBS_week2.mzXML
bileacid_Exp3_4_PBS_week0.mzXML
bileacid_Exp3_4_PBS_week2.mzXML
bileacid_Exp3_5_PBS_week0.mzXML
bileacid_Exp3_5_PBS_week2.mzXML
bileacid_Exp3_6_PBS_week0.mzXML
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scfa_Exp1_10_Therapy.mzXML
scfa_Exp1_11_Therapy.mzXML
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scfa_Exp1_13_Therapy.mzXML
scfa_Exp1_14_Therapy.mzXML
scfa_Exp1_15_Therapy.mzXML
scfa_Exp1_16_Therapy.mzXML
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scfa_Exp1_18_Prevention.mzXML
scfa_Exp1_19_Prevention.mzXML
scfa_Exp1_1_EER.mzXML
scfa_Exp1_20_Prevention.mzXML
scfa_Exp1_21_Prevention.mzXML
scfa_Exp1_22_Prevention.mzXML
scfa_Exp1_23_Prevention.mzXML
scfa_Exp1_24_Prevention.mzXML
scfa_Exp1_25_Prevention.mzXML
scfa_Exp1_26_GUT103.mzXML
scfa_Exp1_27_GUT103.mzXML
scfa_Exp1_28_GUT103.mzXML
scfa_Exp1_29_GUT103.mzXML
scfa_Exp1_2_EER.mzXML
scfa_Exp1_30_GUT103.mzXML
scfa_Exp1_4_EER.mzXML
scfa_Exp1_5_EER.mzXML
scfa_Exp1_6_EER.mzXML
scfa_Exp1_7_EER.mzXML
scfa_Exp1_8_EER.mzXML
scfa_Exp1_9_EER.mzXML
scfa_Exp2_10_Hu+PBS_week2.mzXML
scfa_Exp2_10_Hu+PBS_week4.mzXML
scfa_Exp2_11_Hu+PBS_week2.mzXML
scfa_Exp2_11_Hu+PBS_week4.mzXML
scfa_Exp2_12_Hu+GUT108_week2.mzXML
scfa_Exp2_12_Hu+GUT108_week4.mzXML
scfa_Exp2_13_Hu+GUT108_week2.mzXML
scfa_Exp2_13_Hu+GUT108_week4.mzXML
scfa_Exp2_14_Hu+GUT108_week2.mzXML
scfa_Exp2_14_Hu+GUT108_week4.mzXML
scfa_Exp2_15_Hu+GUT108_week2.mzXML
scfa_Exp2_15_Hu+GUT108_week4.mzXML
scfa_Exp2_16_Hu+GUT108_week2.mzXML
scfa_Exp2_16_Hu+GUT108_week4.mzXML
scfa_Exp2_17_Hu+GUT108_week2.mzXML
scfa_Exp2_17_Hu+GUT108_week4.mzXML
scfa_Exp2_18_Hu+GUT108_week2.mzXML
scfa_Exp2_18_Hu+GUT108_week4.mzXML
scfa_Exp2_19_Hu+GUT108_week2.mzXML
scfa_Exp2_19_Hu+GUT108_week4.mzXML
scfa_Exp2_1_Hu+PBS_week2.mzXML
scfa_Exp2_1_Hu+PBS_week4.mzXML
scfa_Exp2_20_Hu+GUT108_week2.mzXML
scfa_Exp2_20_Hu+GUT108_week4.mzXML
scfa_Exp2_21_Hu+GUT108_week2.mzXML
scfa_Exp2_21_Hu+GUT108_week4.mzXML
scfa_Exp2_22_Hu+GUT108_week2.mzXML
scfa_Exp2_22_Hu+GUT108_week4.mzXML
scfa_Exp2_2_Hu+PBS_week2.mzXML
scfa_Exp2_2_Hu+PBS_week4.mzXML
scfa_Exp2_3_Hu+PBS_week2.mzXML
scfa_Exp2_3_Hu+PBS_week4.mzXML
scfa_Exp2_4_Hu+PBS_week2.mzXML
scfa_Exp2_4_Hu+PBS_week4.mzXML
scfa_Exp2_5_Hu+PBS_week2.mzXML
scfa_Exp2_5_Hu+PBS_week4.mzXML
scfa_Exp2_6_Hu+PBS_week2.mzXML
scfa_Exp2_6_Hu+PBS_week4.mzXML
scfa_Exp2_7_Hu+PBS_week2.mzXML
scfa_Exp2_7_Hu+PBS_week4.mzXML
scfa_Exp2_8_Hu+PBS_week2.mzXML
scfa_Exp2_8_Hu+PBS_week4.mzXML
scfa_Exp2_9_Hu+PBS_week2.mzXML
scfa_Exp2_9_Hu+PBS_week4.mzXML
scfa_Exp3_14_GUT108_week0.mzXML
scfa_Exp3_14_GUT108_week2.mzXML
scfa_Exp3_15_GUT108_week0.mzXML
scfa_Exp3_15_GUT108_week2.mzXML
scfa_Exp3_17_GUT108_week0.mzXML
scfa_Exp3_17_GUT108_week2.mzXML
scfa_Exp3_18_GUT108_week0.mzXML
scfa_Exp3_18_GUT108_week2.mzXML
scfa_Exp3_19_GUT108_week0.mzXML
scfa_Exp3_19_GUT108_week2.mzXML
scfa_Exp3_1_PBS_week0.mzXML
scfa_Exp3_1_PBS_week2.mzXML
scfa_Exp3_20_GUT108_week0.mzXML
scfa_Exp3_20_GUT108_week2.mzXML
scfa_Exp3_3_PBS_week0.mzXML
scfa_Exp3_3_PBS_week2.mzXML
scfa_Exp3_4_PBS_week0.mzXML
scfa_Exp3_4_PBS_week2.mzXML
scfa_Exp3_5_PBS_week0.mzXML
scfa_Exp3_5_PBS_week2.mzXML
scfa_Exp3_6_PBS_week0.mzXML
scfa_Exp3_6_PBS_week2.mzXML
trps_Exp1_10_Therapy.mzXML
trps_Exp1_11_Therapy.mzXML
trps_Exp1_12_Therapy.mzXML
trps_Exp1_13_Therapy.mzXML
trps_Exp1_14_Therapy.mzXML
trps_Exp1_15_Therapy.mzXML
trps_Exp1_16_Therapy.mzXML
trps_Exp1_17_Therapy.mzXML
trps_Exp1_18_Prevention.mzXML
trps_Exp1_19_Prevention.mzXML
trps_Exp1_1_EER.mzXML
trps_Exp1_20_Prevention.mzXML
trps_Exp1_21_Prevention.mzXML
trps_Exp1_22_Prevention.mzXML
trps_Exp1_23_Prevention.mzXML
trps_Exp1_24_Prevention.mzXML
trps_Exp1_25_Prevention.mzXML
trps_Exp1_26_GUT103.mzXML
trps_Exp1_27_GUT103.mzXML
trps_Exp1_28_GUT103.mzXML
trps_Exp1_29_GUT103.mzXML
trps_Exp1_2_EER.mzXML
trps_Exp1_30_GUT103.mzXML
trps_Exp1_3_EER.mzXML
trps_Exp1_4_EER.mzXML
trps_Exp1_5_EER.mzXML
trps_Exp1_6_EER.mzXML
trps_Exp1_7_EER.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1982/3150 [2:31:37<1:49:56,  5.65s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1984/3150 [2:31:40<1:25:29,  4.40s/it]
 63%|██████▎   | 1985/3150 [2:31:40<1:10:34,  3.63s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1986/3150 [2:31:43<1:05:55,  3.40s/it]
trps_Exp1_8_EER.mzXML
trps_Exp1_9_EER.mzXML
trps_Exp2_10_Hu+PBS_week2.mzXML
trps_Exp2_10_Hu+PBS_week4.mzXML
trps_Exp2_11_Hu+PBS_week2.mzXML
trps_Exp2_11_Hu+PBS_week4.mzXML
trps_Exp2_12_Hu+GUT108_week2.mzXML
trps_Exp2_12_Hu+GUT108_week4.mzXML
trps_Exp2_13_Hu+GUT108_week2.mzXML
trps_Exp2_13_Hu+GUT108_week4.mzXML
trps_Exp2_14_Hu+GUT108_week2.mzXML
trps_Exp2_14_Hu+GUT108_week4.mzXML
trps_Exp2_15_Hu+GUT108_week2.mzXML
trps_Exp2_15_Hu+GUT108_week4.mzXML
trps_Exp2_16_Hu+GUT108_week2.mzXML
trps_Exp2_16_Hu+GUT108_week4.mzXML
trps_Exp2_17_Hu+GUT108_week2.mzXML
trps_Exp2_17_Hu+GUT108_week4.mzXML
trps_Exp2_18_Hu+GUT108_week2.mzXML
trps_Exp2_18_Hu+GUT108_week4.mzXML
trps_Exp2_19_Hu+GUT108_week2.mzXML
trps_Exp2_19_Hu+GUT108_week4.mzXML
trps_Exp2_1_Hu+PBS_week2.mzXML
trps_Exp2_1_Hu+PBS_week4.mzXML
trps_Exp2_20_Hu+GUT108_week2.mzXML
trps_Exp2_20_Hu+GUT108_week4.mzXML
trps_Exp2_21_Hu+GUT108_week2.mzXML
trps_Exp2_21_Hu+GUT108_week4.mzXML
trps_Exp2_22_Hu+GUT108_week2.mzXML
trps_Exp2_22_Hu+GUT108_week4.mzXML
trps_Exp2_2_Hu+PBS_week2.mzXML
trps_Exp2_2_Hu+PBS_week4.mzXML
trps_Exp2_3_Hu+PBS_week2.mzXML
trps_Exp2_3_Hu+PBS_week4.mzXML
trps_Exp2_4_Hu+PBS_week2.mzXML
trps_Exp2_4_Hu+PBS_week4.mzXML
trps_Exp2_5_Hu+PBS_week2.mzXML
trps_Exp2_5_Hu+PBS_week4.mzXML
trps_Exp2_6_Hu+PBS_week2.mzXML
trps_Exp2_6_Hu+PBS_week4.mzXML
trps_Exp2_7_Hu+PBS_week2.mzXML
trps_Exp2_7_Hu+PBS_week4.mzXML
trps_Exp2_8_Hu+PBS_week2.mzXML
trps_Exp2_8_Hu+PBS_week4.mzXML
trps_Exp2_9_Hu+PBS_week2.mzXML
trps_Exp2_9_Hu+PBS_week4.mzXML
trps_Exp3_14_GUT108_week0.mzXML
trps_Exp3_14_GUT108_week2.mzXML
trps_Exp3_15_GUT108_week0.mzXML
trps_Exp3_15_GUT108_week2.mzXML
trps_Exp3_17_GUT108_week0.mzXML
trps_Exp3_17_GUT108_week2.mzXML
trps_Exp3_18_GUT108_week0.mzXML
trps_Exp3_18_GUT108_week2.mzXML
trps_Exp3_19_GUT108_week0.mzXML
trps_Exp3_19_GUT108_week2.mzXML
trps_Exp3_1_PBS_week0.mzXML
trps_Exp3_1_PBS_week2.mzXML
trps_Exp3_20_GUT108_week0.mzXML
trps_Exp3_20_GUT108_week2.mzXML
trps_Exp3_3_PBS_week0.mzXML
trps_Exp3_3_PBS_week2.mzXML
trps_Exp3_4_PBS_week0.mzXML
trps_Exp3_4_PBS_week2.mzXML
trps_Exp3_5_PBS_week0.mzXML
trps_Exp3_5_PBS_week2.mzXML
trps_Exp3_6_PBS_week0.mzXML
trps_Exp3_6_PBS_week2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 287 rows!
Extracted information for 287 samples.
Processing  ST000684
No raw data detected. Ignoring ST000684
Processing  ST001754
Initiating REDU-table generation for AN002857
Rest length is 30
raw file key found.
Initiating REDU-table generation for AN002858
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_10[327679]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_11[308098]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_12[333987]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_13[348332]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_14[242045]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_15[349833]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_16[344481]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_17[292894]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_18[243765]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_19[359130]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_1[313074]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_20[355837]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_21[309999]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_22[301154]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_23[298006]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_24[277908]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_25[280189]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_26[328335]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_27[232368]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_28[295509]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_29[274821]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_2[325419]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_30[360399]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_3[329649]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_4[353791]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_5[355594]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_6[349937]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_7[354675]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_8[346336]p.mzXML
O'Kell_Untargeted_UCSD
Data
Raw Files
POS
QE2_lm_64_O'Kell_9[319373]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST001814
No raw data detected. Ignoring ST001814
Processing  ST003488
Initiating REDU-table generation for AN005726
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
AA22 raw files
AA22-2M-10_r5+.raw
AA22 raw files
AA22-2M-11_r3+.raw
AA22 raw files
AA22-2M-12_r2+.raw
AA22 raw files
AA22-2M-1_r12+.raw
AA22 raw files
AA22-2M-2_r4+.raw
AA22 raw files
AA22-2M-3_r9+.raw
AA22 raw files
AA22-2M-4_r1+.raw
AA22 raw files
AA22-2M-5_r6+.raw
AA22 raw files
AA22-2M-6_r7+.raw
AA22 raw files
AA22-2M-7_r10+.raw
AA22 raw files
AA22-2M-8_r8+.raw
AA22 raw files
AA22-2M-9_r11+.raw
AA22 raw files
AA22-3M-10_r12+.raw
AA22 raw files
AA22-3M-11_r9+.raw
AA22 raw files
AA22-3M-12_r4+.raw
AA22 raw files
AA22-3M-1_r10+.raw
AA22 raw files
AA22-3M-2_r7+.raw
AA22 raw files
AA22-3M-3_r5+.raw
AA22 raw files
AA22-3M-4_r8+.raw
AA22 raw files
AA22-3M-5_r3+.raw
AA22 raw files
AA22-3M-6_r6+.raw
AA22 raw files
AA22-3M-7_r1+.raw
AA22 raw files
AA22-3M-8_r2+.raw
AA22 raw files
AA22-3M-9_r11+.raw
AA22 raw files
AA22-4M-5_r1+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 25 rows!
Extracted information for 25 samples.
Processing  ST001028
Initiating REDU-table generation for AN001686
Rest length is 8
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/8 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 8/8 [00:00<00:00, 2577.74it/s]

 63%|██████▎   | 1987/3150 [2:31:43<52:51,  2.73s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1990/3150 [2:31:45<33:26,  1.73s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001728
No raw data detected. Ignoring ST001728
Processing  ST001617
No raw data detected. Ignoring ST001617
Processing  ST002455
Initiating REDU-table generation for AN004005
Rest length is 64
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
wiff
FFA.wiff
wiff
Oxylipin.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST002773
Initiating REDU-table generation for AN004513
Rest length is 1152
raw file key found.
Initiating REDU-table generation for AN004514
Rest length is 1152
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
raw
batch1
F076_200713_M331_001.raw
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raw
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raw
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F076_200727_M331_229.raw
raw
batch9
F076_200727_M331_230.raw
raw
batch9
F076_200727_M331_231.raw
raw
batch9
F076_200727_M331_232.raw
raw
batch9
F076_200727_M331_233.raw
raw
batch9
F076_200727_M331_234.raw
raw
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raw
batch9
F076_200727_M331_236.raw
raw
batch9
F076_200727_M331_237.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1991/3150 [2:32:24<2:49:50,  8.79s/it]
raw
batch9
F076_200727_M331_238.raw
raw
batch9
F076_200727_M331_239.raw
raw
batch9
F076_200727_M331_240.raw
raw
batch9
F076_200727_M331_241.raw
raw
batch9
F076_200727_M331_242.raw
raw
batch9
F076_200727_M331_243.raw
raw
batch9
F076_200727_M331_244.raw
raw
batch9
F076_200727_M331_245.raw
raw
batch9
F076_200727_M331_246.raw
raw
batch9
F076_200727_M331_247.raw
raw
batch9
F076_200727_M331_248.raw
raw
batch9
F076_200727_M331_249.raw
raw
batch9
F076_200727_M331_250.raw
raw
batch9
F076_200727_M331_251.raw
raw
batch9
F076_200727_M331_252.raw
raw
batch9
F076_200727_M331_253.raw
raw
batch9
F076_200727_M331_254.raw
raw
batch9
F076_200727_M331_255.raw
raw
batch9
F076_200727_M331_256.raw
raw
batch9
F076_200727_M331_257.raw
raw
batch9
F076_200727_M331_258.raw
raw
batch9
F076_200727_M331_259.raw
raw
batch9
F076_200727_M331_260.raw
raw
batch9
F076_200727_M331_261.raw
raw
batch9
F076_200727_M331_262.raw
raw
batch9
F076_200727_M331_263.raw
raw
batch9
F076_200727_M331_264.raw
raw
batch9
F076_200727_M331_270.raw
raw
batch9
F076_200727_M331_276.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 5352 rows!
Extracted information for 5352 samples.
Processing  ST001445
No raw data detected. Ignoring ST001445
Processing  ST002625
Initiating REDU-table generation for AN004297
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 13537.54it/s]

 63%|██████▎   | 1993/3150 [2:32:25<1:51:53,  5.80s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1994/3150 [2:32:27<1:38:06,  5.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1996/3150 [2:32:29<1:09:28,  3.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 63%|██████▎   | 1999/3150 [2:32:31<44:45,  2.33s/it]  
 64%|██████▎   | 2003/3150 [2:32:31<24:35,  1.29s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002047
Initiating REDU-table generation for AN003334
Rest length is 55
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
eNeuro_LPC_AV
OPC over
OPCO_NN_POS.raw
eNeuro_LPC_AV
OPC over
OPCO_NN_POS_20210318220941.raw
eNeuro_LPC_AV
OPC over
OPCO_NP_POS.raw
eNeuro_LPC_AV
OPC over
OPCO_NP_POS_20210319003544.raw
eNeuro_LPC_AV
OPC over
OPCO_PN_POS.raw
eNeuro_LPC_AV
OPC over
OPCO_PN_POS_20210318232241.raw
eNeuro_LPC_AV
OPC over
OPCO_PP_POS.raw
eNeuro_LPC_AV
OPC over
OPCO_PP_POS_20210318190709.raw
eNeuro_LPC_AV
OPC siRNA
OPC_NNN_1_POS.raw
eNeuro_LPC_AV
OPC siRNA
OPC_NNN_1_POS_20210317085445.raw
eNeuro_LPC_AV
OPC siRNA
OPC_NNP_1_POS.raw
eNeuro_LPC_AV
OPC siRNA
OPC_NNP_1_POS_20210317123348.raw
eNeuro_LPC_AV
OPC siRNA
OPC_NPN_1_POS.raw
eNeuro_LPC_AV
OPC siRNA
OPC_NPN_1_POS_20210317021311.raw
eNeuro_LPC_AV
OPC siRNA
OPC_PNN_1_POS.raw
eNeuro_LPC_AV
OPC siRNA
OPC_PNN_1_POS_20210317134649.raw
eNeuro_LPC_AV
OPC siRNA
OPC_PPP_1_POS.raw
eNeuro_LPC_AV
OPC siRNA
OPC_PPP_1_POS_20210317055214.raw
eNeuro_LPC_AV
Olig Over
OLGO_NN_POS_20210318164109.raw
eNeuro_LPC_AV
Olig Over
OLGO_NP_POS.raw
eNeuro_LPC_AV
Olig Over
OLGO_NP_POS_20210318175410.raw
eNeuro_LPC_AV
Olig Over
OLGO_PN_POS.raw
eNeuro_LPC_AV
Olig Over
OLGO_PN_POS_20210318202010.raw
eNeuro_LPC_AV
Olig Over
OLGO_PP_POS.raw
eNeuro_LPC_AV
Olig Over
OLGO_PP_POS_20210319014845.raw
eNeuro_LPC_AV
Olig siRNA
Olig_NNN_2_POS.raw
eNeuro_LPC_AV
Olig siRNA
Olig_NNN_2_POS_20210317100746.raw
eNeuro_LPC_AV
Olig siRNA
Olig_NNP_2_POS.raw
eNeuro_LPC_AV
Olig siRNA
Olig_NNP_2_POS_20210317074144.raw
eNeuro_LPC_AV
Olig siRNA
Olig_NNP_3_POS.raw
eNeuro_LPC_AV
Olig siRNA
Olig_NNP_3_POS_20210317032612.raw
eNeuro_LPC_AV
Olig siRNA
Olig_NPN_2_POS.raw
eNeuro_LPC_AV
Olig siRNA
Olig_NPN_2_POS_20210317010010.raw
eNeuro_LPC_AV
Olig siRNA
Olig_PNN_2_POS.raw
eNeuro_LPC_AV
Olig siRNA
Olig_PNN_2_POS_20210317112047.raw
eNeuro_LPC_AV
Olig siRNA
Olig_PPP_2_POS.raw
eNeuro_LPC_AV
Olig siRNA
Olig_PPP_2_POS_20210317043913.raw
eNeuro_LPC_AV
RGC Over
RGC_over_NN_POS.raw
eNeuro_LPC_AV
RGC Over
RGC_over_NP_POS.raw
eNeuro_LPC_AV
RGC Over
RGC_over_PN_POS.raw
eNeuro_LPC_AV
RGC Over
RGC_over_PP_POS.raw
eNeuro_LPC_AV
RGC Over
repRGC_over_NN_POS.raw
eNeuro_LPC_AV
RGC Over
repRGC_over_NP_POS.raw
eNeuro_LPC_AV
RGC Over
repRGC_over_PN_POS.raw
eNeuro_LPC_AV
RGC Over
repRGC_over_PP_POS.raw
eNeuro_LPC_AV
RGC siRNA
RGC_si_NNN_POS.raw
eNeuro_LPC_AV
RGC siRNA
RGC_si_NNP_POS.raw
eNeuro_LPC_AV
RGC siRNA
RGC_si_NPN_POS.raw
eNeuro_LPC_AV
RGC siRNA
RGC_si_PNN_POS.raw
eNeuro_LPC_AV
RGC siRNA
RGC_si_PPP_POS.raw
eNeuro_LPC_AV
RGC siRNA
repRGC_si_NNN_POS.raw
eNeuro_LPC_AV
RGC siRNA
repRGC_si_NNP_POS.raw
eNeuro_LPC_AV
RGC siRNA
repRGC_si_NPN_POS.raw
eNeuro_LPC_AV
RGC siRNA
repRGC_si_PNN_POS.raw
eNeuro_LPC_AV
RGC siRNA
repRGC_si_PPP_POS.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 55 rows!
Extracted information for 55 samples.
Processing  ST001329
No raw data detected. Ignoring ST001329
Processing  ST003572
Initiating REDU-table generation for AN005867
Rest length is 19
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Control serum 1.mzXML
Control serum 2.mzXML
Control serum 3.mzXML
Glucose serum 1.mzXML
Glucose serum 2.mzXML
Glucose serum 3.mzXML
Glucose serum 4.mzXML
HFCS serum 1.mzXML
HFCS serum 2.mzXML
HFCS serum 3.mzXML
HFCS serum 4.mzXML
HFCS serum 5.mzXML
HFCS serum 6.mzXML
fructose serum 1.mzXML
fructose serum 2.mzXML
fructose serum 3.mzXML
fructose serum 4.mzXML
fructose serum 5.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST001094
No raw data detected. Ignoring ST001094
Processing  ST002954
No raw data detected. Ignoring ST002954
Processing  ST002589
Initiating REDU-table generation for AN004261
Rest length is 73
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MoTrPAC_hippocampus_pass1b_pos_V1-20200828.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000389
No raw data detected. Ignoring ST000389
Processing  ST002974
No raw data detected. Ignoring ST002974
Processing  ST001303
No raw data detected. Ignoring ST001303
Processing  ST002560
No raw data detected. Ignoring ST002560
Processing  ST002672
No raw data detected. Ignoring ST002672
Processing  ST002950
Initiating REDU-table generation for AN004838
Rest length is 88
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004839
Rest length is 88
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart001_MX613615_negHILIC_Heart-ZT11-rep1-061.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart002_MX613615_negHILIC_Heart-ZT3-rep1-055.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart003_MX613615_negHILIC_Heart-ZT3-rep2-038.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart004_MX613615_negHILIC_Heart-ZT15-rep3-048.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart005_MX613615_negHILIC_Heart-ZT7-rep3-042.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart006_MX613615_negHILIC_Heart-ZT19-rep2-050.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart007_MX613615_negHILIC_Heart-ZT23-rep3-054.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart008_MX613615_negHILIC_Heart-ZT15-rep2-065.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart009_MX613615_negHILIC_Heart-ZT23-rep2-053.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart010_MX613615_negHILIC_Heart-ZT23-rep3-072.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart011_MX613615_negHILIC_Heart-ZT23-rep1-052.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart012_MX613615_negHILIC_Heart-ZT15-rep1-064.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart013_MX613615_negHILIC_Heart-ZT11-rep3-045.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart014_MX613615_negHILIC_Heart-ZT3-rep3-057.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart015_MX613615_negHILIC_Heart-ZT19-rep3-051.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart016_MX613615_negHILIC_Heart-ZT7-rep2-041.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart017_MX613615_negHILIC_Heart-ZT23-rep2-071.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart018_MX613615_negHILIC_Heart-ZT7-rep3-060.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart019_MX613615_negHILIC_Heart-ZT7-rep1-058.wiff
mx613615_Liu_raw data
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▎   | 2005/3150 [2:32:35<26:34,  1.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2009/3150 [2:32:37<19:40,  1.03s/it]
 64%|██████▍   | 2011/3150 [2:32:37<15:26,  1.23it/s]613615 Liu negHILIC
LiuHeart020_MX613615_negHILIC_Heart-ZT11-rep2-044.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart021_MX613615_negHILIC_Heart-ZT7-rep1-040.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart022_MX613615_negHILIC_Heart-ZT19-rep3-069.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart023_MX613615_negHILIC_Heart-ZT15-rep2-047.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart024_MX613615_negHILIC_Heart-ZT11-rep2-062.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart025_MX613615_negHILIC_Heart-ZT7-rep2-059.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart026_MX613615_negHILIC_Heart-ZT3-rep1-037.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart027_MX613615_negHILIC_Heart-ZT19-rep1-049.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart028_MX613615_negHILIC_Heart-ZT11rep3-063.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart029_MX613615_negHILIC_Heart-ZT15-rep1-046.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart030_MX613615_negHILIC_Heart-ZT3-rep3-039.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart031_MX613615_negHILIC_Heart-ZT11-rep1-043.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart032_MX613615_negHILIC_Heart-ZT19-rep1-067.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart033_MX613615_negHILIC_Heart-ZT23-rep1-070.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart034_MX613615_negHILIC_Heart-ZT3-rep2-056.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart035_MX613615_negHILIC_Heart-ZT15-rep3-066.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
LiuHeart036_MX613615_negHILIC_Heart-ZT19-rep2-068.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
MtdBlank001_MX613615_negHILIC_preLiuHeart001.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
MtdBlank002_MX613615_negHILIC_postLiuHeart010.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
MtdBlank003_MX613615_negHILIC_postLiuHeart020.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
MtdBlank004_MX613615_negHILIC_postLiuHeart030.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
PoolQC001_MX613615_negHILIC_preLiuHeart001.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
PoolQC002_MX613615_negHILIC_postLiuHeart010.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
PoolQC003_MX613615_negHILIC_postLiuHeart020.wiff
mx613615_Liu_raw data
613615 Liu negHILIC
PoolQC004_MX613615_negHILIC_postLiuHeart030.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver001_MX613615_posHILIC_Liver-ZT11-rep1-025.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver002_MX613615_posHILIC_Liver-ZT3-rep1-019.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver003_MX613615_posHILIC_Liver-ZT3-rep2-002.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver004_MX613615_posHILIC_Liver-ZT15-rep3-012.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver005_MX613615_posHILIC_Liver-ZT7-rep3-006.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver006_MX613615_posHILIC_Liver-ZT19-rep2-014.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver007_MX613615_posHILIC_Liver-ZT23-rep3-018.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver008_MX613615_posHILIC_Liver-ZT15-rep2-029.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver009_MX613615_posHILIC_Liver-ZT23-rep2-017.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver010_MX613615_posHILIC_Liver-ZT23-rep3-036.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver011_MX613615_posHILIC_Liver-ZT23-rep1-016.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver012_MX613615_posHILIC_Liver-ZT15-rep1-028.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver013_MX613615_posHILIC_Liver-ZT11-rep3-009.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver014_MX613615_posHILIC_Liver-ZT3-rep3-021.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver015_MX613615_posHILIC_Liver-ZT19-rep3-015.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver016_MX613615_posHILIC_Liver-ZT7-rep2-005.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver017_MX613615_posHILIC_Liver-ZT23-rep2-035.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver018_MX613615_posHILIC_Liver-ZT7-rep3-024.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver019_MX613615_posHILIC_Liver-ZT7-rep1-022.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver020_MX613615_posHILIC_Liver-ZT11-rep2-008.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver021_MX613615_posHILIC_Liver-ZT7-rep1-004.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver022_MX613615_posHILIC_Liver-ZT19-rep3-033.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver023_MX613615_posHILIC_Liver-ZT15-rep2-011.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver024_MX613615_posHILIC_Liver-ZT11-rep2-026.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver025_MX613615_posHILIC_Liver-ZT7-rep2-023.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver026_MX613615_posHILIC_Liver-ZT3-rep1-001.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver027_MX613615_posHILIC_Liver-ZT19-rep1-013.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver028_MX613615_posHILIC_Liver-ZT11-rep3-027.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver029_MX613615_posHILIC_Liver-ZT15-rep1-010.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver030_MX613615_posHILIC_Liver-ZT3-rep3-003.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver031_MX613615_posHILIC_Liver-ZT11-rep1-007.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver032_MX613615_posHILIC_Liver-ZT19-rep1-031.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver033_MX613615_posHILIC_Liver-ZT23-rep1-034.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver034_MX613615_posHILIC_Liver-ZT3-rep2-020.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver035_MX613615_posHILIC_Liver-ZT15-rep3-030.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
LiuLiver036_MX613615_posHILIC_Liver-ZT19-rep2-032.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
MtdBlank001_MX613615_posHILIC_preLiuLiver001.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
MtdBlank002_MX613615_posHILIC_postLiuLiver012.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
MtdBlank003_MX613615_posHILIC_postLiuLiver024.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
MtdBlank004_MX613615_posHILIC_postLiuLiver036.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
PoolQC001_MX613615_posHILIC_preLiuLiver001.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
PoolQC002_MX613615_posHILIC_postLiuLiver012.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
PoolQC003_MX613615_posHILIC_postLiuLiver024.wiff
mx613615_Liu_raw data
613615 Liu posHILIC
PoolQC004_MX613615_posHILIC_postLiuLiver036.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 88 rows!
Extracted information for 88 samples.
Processing  ST001994
No raw data detected. Ignoring ST001994
Processing  ST000782
No raw data detected. Ignoring ST000782
Processing  ST000915
No raw data detected. Ignoring ST000915
Processing  ST002540
Initiating REDU-table generation for AN004185
Rest length is 14
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
171025aJKsa19_1.cdf
171025aJKsa20_1.cdf
171025aJKsa22_1.cdf
171025aJKsa23_1.cdf
171025aJKsa24_1.cdf
171025aJKsa25_1.cdf
171025aJKsa26_1.cdf
171025aJKsa27_1.cdf
171025aJKsa28_1.cdf
171025aJKsa31_1.cdf
171025aJKsa35_1.cdf
171025aJKsa36_1.cdf
171025aJKsa38_1.cdf
171025aJKsa40_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST001183
No raw data detected. Ignoring ST001183
Processing  ST000171
No raw data detected. Ignoring ST000171
Processing  ST003298
No raw data detected. Ignoring ST003298
Processing  ST001504
Initiating REDU-table generation for AN002492
Rest length is 34
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/34 [00:00<?, ?it/s]

Mapping potential matches:  56%|█████▌    | 19/34 [00:00<00:00, 181.11it/s]
Mapping potential matches: 100%|██████████| 34/34 [00:00<00:00, 182.52it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002493
Rest length is 34
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/34 [00:00<?, ?it/s]

Mapping potential matches:  56%|█████▌    | 19/34 [00:00<00:00, 184.02it/s]
Mapping potential matches: 100%|██████████| 34/34 [00:00<00:00, 184.25it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2013/3150 [2:32:40<19:11,  1.01s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2014/3150 [2:32:46<32:21,  1.71s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AutoMSMS-Neg-modified
Ctrl-W-10_11145.d
AutoMSMS-Neg-modified
Ctrl-W-11_11131.d
AutoMSMS-Neg-modified
Ctrl-W-12_11157.d
AutoMSMS-Neg-modified
Ctrl-W-13_11091.d
AutoMSMS-Neg-modified
Ctrl-W-1_11123.d
AutoMSMS-Neg-modified
Ctrl-W-2_11137.d
AutoMSMS-Neg-modified
Ctrl-W-3_11103.d
AutoMSMS-Neg-modified
Ctrl-W-4_11143.d
AutoMSMS-Neg-modified
Ctrl-W-5_11115.d
AutoMSMS-Neg-modified
Ctrl-W-6_11127.d
AutoMSMS-Neg-modified
Ctrl-W-7_11107.d
AutoMSMS-Neg-modified
Ctrl-W-8_11149.d
AutoMSMS-Neg-modified
Ctrl-W-9_11161.d
AutoMSMS-Neg-modified
Dex-W-10_11055.d
AutoMSMS-Neg-modified
Dex-W-11_11077.d
AutoMSMS-Neg-modified
Dex-W-12_11067.d
AutoMSMS-Neg-modified
Dex-W-13_11079.d
AutoMSMS-Neg-modified
Dex-W-1_11057.d
AutoMSMS-Neg-modified
Dex-W-2_11069.d
AutoMSMS-Neg-modified
Dex-W-3_11063.d
AutoMSMS-Neg-modified
Dex-W-4_11095.d
AutoMSMS-Neg-modified
Dex-W-5_11061.d
AutoMSMS-Neg-modified
Dex-W-6_11085.d
AutoMSMS-Neg-modified
Dex-W-7_11071.d
AutoMSMS-Neg-modified
Dex-W-8_11081.d
AutoMSMS-Neg-modified
LPS-W-10_11135.d
AutoMSMS-Neg-modified
LPS-W-11_11101.d
AutoMSMS-Neg-modified
LPS-W-12_11093.d
AutoMSMS-Neg-modified
LPS-W-13_11111.d
AutoMSMS-Neg-modified
LPS-W-1_11165.d
AutoMSMS-Neg-modified
LPS-W-2_11151.d
AutoMSMS-Neg-modified
LPS-W-3_11121.d
AutoMSMS-Neg-modified
LPS-W-4_11147.d
AutoMSMS-Neg-modified
LPS-W-5_11125.d
AutoMSMS-Neg-modified
LPS-W-6_11155.d
AutoMSMS-Neg-modified
LPS-W-7_11105.d
AutoMSMS-Neg-modified
LPS-W-8_11159.d
AutoMSMS-Neg-modified
LPS-W-9_11167.d
AutoMSMS-Neg-modified
STV-W-10_11083.d
AutoMSMS-Neg-modified
STV-W-11_11065.d
AutoMSMS-Neg-modified
STV-W-12_11099.d
AutoMSMS-Neg-modified
STV-W-13_11087.d
AutoMSMS-Neg-modified
STV-W-1_11153.d
AutoMSMS-Neg-modified
STV-W-2_11129.d
AutoMSMS-Neg-modified
STV-W-3_11117.d
AutoMSMS-Neg-modified
STV-W-4_11113.d
AutoMSMS-Neg-modified
STV-W-5_11109.d
AutoMSMS-Neg-modified
STV-W-6_11139.d
AutoMSMS-Neg-modified
STV-W-7_11133.d
AutoMSMS-Neg-modified
STV-W-8_11073.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST003029
Initiating REDU-table generation for AN004966
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Estrogen mediated inhibition in colierectal cancer.zip
control_1-01-8852.d
Estrogen mediated inhibition in colierectal cancer.zip
control_3-01-8856.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 2
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001637
Initiating REDU-table generation for AN002675
Rest length is 521
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002676
Rest length is 521
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002677
Rest length is 521
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002678
Rest length is 521
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002679
Rest length is 521
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_BG.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_CB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_CT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_HC.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_HT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_MB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_MD.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_OB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_PON.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F1_TL.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_BG.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_CB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_CT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_HC.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_HT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_MB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_MD.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_OB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_PON.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F2_TL.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_BG.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_CB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_CT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_HC.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_HT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_MB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_MD.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_OB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_PON.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F3_TL.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_BG.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_CB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_CT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_HC.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_HT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_MB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_MD.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_OB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_PON.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F4_TL.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_BG.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_CB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_CT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_HC.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_HT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_MB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_MD.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_OB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_PON.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F5_TL.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_BG.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_CB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_CT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_HC.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_HT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_MB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_MD.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_OB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_PON.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F6_TL.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_BG.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_CB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_CT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_HC.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_HT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_MB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_MD.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_OB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_PON.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F7_TL.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_BG.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_CB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_CT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_HC.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_HT.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_MB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_MD.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_OB.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_PON.raw
Brain atlas files_CSHneg
498307_CSHneg_AD_F8_TL.raw
Brain atlas files_CSHneg
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Brain atlas files_CSHpos
498307_CSHpos_AD_M7_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M7_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M7_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M7_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M7_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M7_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M7_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M7_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M7_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M7_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_AD_M8_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F1_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F2_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F3_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F4_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F5_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F6_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F7_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_MD_002.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_F8_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M1_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M2_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M3_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M4_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_MD_02.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M5_TL_02.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M6_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M7_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_EA_M8_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F1_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F2_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F3_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F4_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F5_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F6_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F6_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F6_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F6_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F6_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_F6_MB.raw
Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
498307_CSHpos_LA_F7_BG.raw
Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
498307_CSHpos_LA_M2_CT.raw
Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
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Brain atlas files_CSHpos
498307_CSHpos_LA_M3_MB.raw
Brain atlas files_CSHpos
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Brain atlas files_CSHpos
498307_CSHpos_LA_M3_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M3_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M3_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M4_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_MD_02.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M5_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_PON_002.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M6_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M7_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_BG.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_CB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_CT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_HC.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_HT.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_MB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_MD.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_OB.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_PON.raw
Brain atlas files_CSHpos
498307_CSHpos_LA_M8_TL.raw
Brain atlas files_CSHpos
498307_CSHpos_Mtdblk_001.raw
Brain atlas files_CSHpos
498307_CSHpos_Mtdblk_002.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_001.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_002.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_003.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_004.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_005.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_006.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_007.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_008.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_009.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_010.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_011.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_012.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_013.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_014.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_015.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_016.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_017.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_018.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_019.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_020.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_021.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_022.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_023.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_024.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_025.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_026.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_027.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_028.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_029.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_030.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_031.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_032.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_034.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_035.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_042.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_043.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_044.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_045.raw
Brain atlas files_CSHpos
498307_CSHpos_poolQC_046.raw
Brain atlas files_GCMS
191209alvsa01_1.cdf
Brain atlas files_GCMS
191209alvsa02_1.cdf
Brain atlas files_GCMS
191209alvsa03_1.cdf
Brain atlas files_GCMS
191209alvsa04_1.cdf
Brain atlas files_GCMS
191209alvsa05_1.cdf
Brain atlas files_GCMS
191209alvsa06_1.cdf
Brain atlas files_GCMS
191209alvsa07_1.cdf
Brain atlas files_GCMS
191209alvsa08_1.cdf
Brain atlas files_GCMS
191209alvsa09_1.cdf
Brain atlas files_GCMS
191209alvsa10_1.cdf
Brain atlas files_GCMS
191209alvsa11_1.cdf
Brain atlas files_GCMS
191209alvsa12_1.cdf
Brain atlas files_GCMS
191209alvsa13_1.cdf
Brain atlas files_GCMS
191209alvsa14_1.cdf
Brain atlas files_GCMS
191209alvsa15_1.cdf
Brain atlas files_GCMS
191209alvsa16_1.cdf
Brain atlas files_GCMS
191209alvsa17_1.cdf
Brain atlas files_GCMS
191209alvsa18_1.cdf
Brain atlas files_GCMS
191209alvsa19_1.cdf
Brain atlas files_GCMS
191209alvsa20_1.cdf
Brain atlas files_GCMS
191209alvsa21_1.cdf
Brain atlas files_GCMS
191209alvsa22_1.cdf
Brain atlas files_GCMS
191209alvsa23_1.cdf
Brain atlas files_GCMS
191209alvsa24_1.cdf
Brain atlas files_GCMS
191209alvsa25_1.cdf
Brain atlas files_GCMS
191209alvsa26_1.cdf
Brain atlas files_GCMS
191209alvsa27_1.cdf
Brain atlas files_GCMS
191209alvsa28_1.cdf
Brain atlas files_GCMS
191209alvsa29_1.cdf
Brain atlas files_GCMS
191209alvsa30_1.cdf
Brain atlas files_GCMS
191209alvsa31_1.cdf
Brain atlas files_GCMS
191209alvsa32_2.cdf
Brain atlas files_GCMS
191209alvsa33_1.cdf
Brain atlas files_GCMS
191209alvsa34_1.cdf
Brain atlas files_GCMS
191209alvsa35_1.cdf
Brain atlas files_GCMS
191209alvsa36_1.cdf
Brain atlas files_GCMS
191209alvsa37_1.cdf
Brain atlas files_GCMS
191209alvsa38_1.cdf
Brain atlas files_GCMS
191209alvsa39_1.cdf
Brain atlas files_GCMS
191209alvsa40_1.cdf
Brain atlas files_GCMS
191209alvsa41_1.cdf
Brain atlas files_GCMS
191209alvsa42_1.cdf
Brain atlas files_GCMS
191209alvsa43_1.cdf
Brain atlas files_GCMS
191209alvsa44_1.cdf
Brain atlas files_GCMS
191209alvsa45_1.cdf
Brain atlas files_GCMS
191209alvsa46_1.cdf
Brain atlas files_GCMS
191209alvsa47_1.cdf
Brain atlas files_GCMS
191209alvsa48_1.cdf
Brain atlas files_GCMS
191209alvsa49_1.cdf
Brain atlas files_GCMS
191209alvsa50_1.cdf
Brain atlas files_GCMS
191210alvsa01_1.cdf
Brain atlas files_GCMS
191210alvsa02_1.cdf
Brain atlas files_GCMS
191210alvsa03_1.cdf
Brain atlas files_GCMS
191210alvsa04_1.cdf
Brain atlas files_GCMS
191210alvsa05_1.cdf
Brain atlas files_GCMS
191210alvsa06_1.cdf
Brain atlas files_GCMS
191210alvsa07_1.cdf
Brain atlas files_GCMS
191210alvsa08_1.cdf
Brain atlas files_GCMS
191210alvsa09_1.cdf
Brain atlas files_GCMS
191210alvsa10_1.cdf
Brain atlas files_GCMS
191210alvsa11_1.cdf
Brain atlas files_GCMS
191210alvsa12_1.cdf
Brain atlas files_GCMS
191210alvsa13_1.cdf
Brain atlas files_GCMS
191210alvsa14_1.cdf
Brain atlas files_GCMS
191210alvsa15_1.cdf
Brain atlas files_GCMS
191210alvsa16_1.cdf
Brain atlas files_GCMS
191210alvsa17_1.cdf
Brain atlas files_GCMS
191210alvsa18_1.cdf
Brain atlas files_GCMS
191210alvsa19_1.cdf
Brain atlas files_GCMS
191210alvsa20_1.cdf
Brain atlas files_GCMS
191210alvsa21_1.cdf
Brain atlas files_GCMS
191210alvsa22_1.cdf
Brain atlas files_GCMS
191210alvsa23_1.cdf
Brain atlas files_GCMS
191210alvsa24_1.cdf
Brain atlas files_GCMS
191210alvsa25_1.cdf
Brain atlas files_GCMS
191210alvsa26_1.cdf
Brain atlas files_GCMS
191210alvsa27_1.cdf
Brain atlas files_GCMS
191210alvsa28_1.cdf
Brain atlas files_GCMS
191210alvsa29_1.cdf
Brain atlas files_GCMS
191210alvsa30_1.cdf
Brain atlas files_GCMS
191210alvsa31_1.cdf
Brain atlas files_GCMS
191210alvsa32_1.cdf
Brain atlas files_GCMS
191210alvsa33_1.cdf
Brain atlas files_GCMS
191210alvsa34_1.cdf
Brain atlas files_GCMS
191210alvsa35_1.cdf
Brain atlas files_GCMS
191210alvsa36_1.cdf
Brain atlas files_GCMS
191210alvsa37_1.cdf
Brain atlas files_GCMS
191210alvsa38_1.cdf
Brain atlas files_GCMS
191210alvsa39_1.cdf
Brain atlas files_GCMS
191210alvsa40_1.cdf
Brain atlas files_GCMS
191210alvsa41_1.cdf
Brain atlas files_GCMS
191210alvsa42_1.cdf
Brain atlas files_GCMS
191210alvsa43_1.cdf
Brain atlas files_GCMS
191210alvsa44_1.cdf
Brain atlas files_GCMS
191210alvsa45_1.cdf
Brain atlas files_GCMS
191210alvsa46_1.cdf
Brain atlas files_GCMS
191210alvsa47_1.cdf
Brain atlas files_GCMS
191210alvsa48_1.cdf
Brain atlas files_GCMS
191210alvsa49_1.cdf
Brain atlas files_GCMS
191210alvsa50_1.cdf
Brain atlas files_GCMS
191211alvsa01_1.cdf
Brain atlas files_GCMS
191211alvsa02_1.cdf
Brain atlas files_GCMS
191211alvsa03_1.cdf
Brain atlas files_GCMS
191211alvsa04_1.cdf
Brain atlas files_GCMS
191211alvsa05_1.cdf
Brain atlas files_GCMS
191211alvsa06_1.cdf
Brain atlas files_GCMS
191211alvsa07_1.cdf
Brain atlas files_GCMS
191211alvsa08_1.cdf
Brain atlas files_GCMS
191211alvsa09_1.cdf
Brain atlas files_GCMS
191211alvsa10_1.cdf
Brain atlas files_GCMS
191211alvsa11_1.cdf
Brain atlas files_GCMS
191211alvsa12_1.cdf
Brain atlas files_GCMS
191211alvsa13_1.cdf
Brain atlas files_GCMS
191211alvsa14_1.cdf
Brain atlas files_GCMS
191211alvsa15_1.cdf
Brain atlas files_GCMS
191211alvsa16_1.cdf
Brain atlas files_GCMS
191211alvsa17_1.cdf
Brain atlas files_GCMS
191211alvsa18_1.cdf
Brain atlas files_GCMS
191211alvsa19_1.cdf
Brain atlas files_GCMS
191211alvsa20_1.cdf
Brain atlas files_GCMS
191211alvsa21_1.cdf
Brain atlas files_GCMS
191211alvsa22_1.cdf
Brain atlas files_GCMS
191211alvsa23_1.cdf
Brain atlas files_GCMS
191211alvsa24_2.cdf
Brain atlas files_GCMS
191211alvsa25_1.cdf
Brain atlas files_GCMS
191211alvsa26_1.cdf
Brain atlas files_GCMS
191211alvsa27_1.cdf
Brain atlas files_GCMS
191211alvsa28_1.cdf
Brain atlas files_GCMS
191211alvsa29_1.cdf
Brain atlas files_GCMS
191211alvsa30_1.cdf
Brain atlas files_GCMS
191211alvsa31_1.cdf
Brain atlas files_GCMS
191211alvsa32_1.cdf
Brain atlas files_GCMS
191211alvsa33_1.cdf
Brain atlas files_GCMS
191211alvsa34_1.cdf
Brain atlas files_GCMS
191211alvsa35_1.cdf
Brain atlas files_GCMS
191211alvsa36_1.cdf
Brain atlas files_GCMS
191211alvsa37_1.cdf
Brain atlas files_GCMS
191211alvsa38_2.cdf
Brain atlas files_GCMS
191211alvsa39_1.cdf
Brain atlas files_GCMS
191211alvsa40_1.cdf
Brain atlas files_GCMS
191211alvsa41_1.cdf
Brain atlas files_GCMS
191211alvsa42_1.cdf
Brain atlas files_GCMS
191211alvsa43_1.cdf
Brain atlas files_GCMS
191211alvsa44_1.cdf
Brain atlas files_GCMS
191211alvsa45_1.cdf
Brain atlas files_GCMS
191211alvsa46_1.cdf
Brain atlas files_GCMS
191211alvsa47_1.cdf
Brain atlas files_GCMS
191211alvsa48_1.cdf
Brain atlas files_GCMS
191211alvsa49_1.cdf
Brain atlas files_GCMS
191211alvsa50_1.cdf
Brain atlas files_GCMS
191212alvsa01_1.cdf
Brain atlas files_GCMS
191212alvsa02_1.cdf
Brain atlas files_GCMS
191212alvsa03_1.cdf
Brain atlas files_GCMS
191212alvsa04_1.cdf
Brain atlas files_GCMS
191212alvsa05_1.cdf
Brain atlas files_GCMS
191212alvsa06_1.cdf
Brain atlas files_GCMS
191212alvsa07_1.cdf
Brain atlas files_GCMS
191212alvsa08_1.cdf
Brain atlas files_GCMS
191212alvsa09_1.cdf
Brain atlas files_GCMS
191212alvsa10_1.cdf
Brain atlas files_GCMS
191212alvsa11_1.cdf
Brain atlas files_GCMS
191212alvsa12_1.cdf
Brain atlas files_GCMS
191212alvsa13_1.cdf
Brain atlas files_GCMS
191212alvsa14_1.cdf
Brain atlas files_GCMS
191212alvsa15_1.cdf
Brain atlas files_GCMS
191212alvsa16_1.cdf
Brain atlas files_GCMS
191212alvsa17_1.cdf
Brain atlas files_GCMS
191212alvsa18_1.cdf
Brain atlas files_GCMS
191212alvsa19_1.cdf
Brain atlas files_GCMS
191212alvsa20_2.cdf
Brain atlas files_GCMS
191212alvsa21_1.cdf
Brain atlas files_GCMS
191212alvsa22_1.cdf
Brain atlas files_GCMS
191212alvsa23_1.cdf
Brain atlas files_GCMS
191212alvsa24_1.cdf
Brain atlas files_GCMS
191212alvsa25_1.cdf
Brain atlas files_GCMS
191212alvsa26_1.cdf
Brain atlas files_GCMS
191212alvsa27_1.cdf
Brain atlas files_GCMS
191212alvsa28_1.cdf
Brain atlas files_GCMS
191212alvsa29_1.cdf
Brain atlas files_GCMS
191212alvsa30_1.cdf
Brain atlas files_GCMS
191212alvsa31_1.cdf
Brain atlas files_GCMS
191212alvsa32_1.cdf
Brain atlas files_GCMS
191212alvsa33_1.cdf
Brain atlas files_GCMS
191212alvsa34_1.cdf
Brain atlas files_GCMS
191212alvsa35_1.cdf
Brain atlas files_GCMS
191212alvsa36_1.cdf
Brain atlas files_GCMS
191212alvsa37_1.cdf
Brain atlas files_GCMS
191212alvsa38_1.cdf
Brain atlas files_GCMS
191212alvsa39_1.cdf
Brain atlas files_GCMS
191212alvsa40_1.cdf
Brain atlas files_GCMS
191212alvsa41_1.cdf
Brain atlas files_GCMS
191212alvsa42_1.cdf
Brain atlas files_GCMS
191212alvsa43_1.cdf
Brain atlas files_GCMS
191212alvsa44_1.cdf
Brain atlas files_GCMS
191212alvsa45_1.cdf
Brain atlas files_GCMS
191212alvsa46_1.cdf
Brain atlas files_GCMS
191212alvsa47_1.cdf
Brain atlas files_GCMS
191212alvsa48_1.cdf
Brain atlas files_GCMS
191212alvsa49_1.cdf
Brain atlas files_GCMS
191212alvsa50_1.cdf
Brain atlas files_GCMS
191213alvsa01_1.cdf
Brain atlas files_GCMS
191213alvsa02_1.cdf
Brain atlas files_GCMS
191213alvsa03_1.cdf
Brain atlas files_GCMS
191213alvsa04_1.cdf
Brain atlas files_GCMS
191213alvsa05_1.cdf
Brain atlas files_GCMS
191213alvsa06_1.cdf
Brain atlas files_GCMS
191213alvsa07_1.cdf
Brain atlas files_GCMS
191213alvsa08_1.cdf
Brain atlas files_GCMS
191213alvsa09_1.cdf
Brain atlas files_GCMS
191213alvsa10_1.cdf
Brain atlas files_GCMS
191213alvsa11_1.cdf
Brain atlas files_GCMS
191213alvsa12_1.cdf
Brain atlas files_GCMS
191213alvsa13_1.cdf
Brain atlas files_GCMS
191213alvsa14_1.cdf
Brain atlas files_GCMS
191213alvsa15_1.cdf
Brain atlas files_GCMS
191213alvsa16_1.cdf
Brain atlas files_GCMS
191213alvsa17_1.cdf
Brain atlas files_GCMS
191213alvsa18_1.cdf
Brain atlas files_GCMS
191213alvsa19_1.cdf
Brain atlas files_GCMS
191213alvsa20_1.cdf
Brain atlas files_GCMS
191213alvsa21_1.cdf
Brain atlas files_GCMS
191213alvsa22_1.cdf
Brain atlas files_GCMS
191213alvsa23_1.cdf
Brain atlas files_GCMS
191213alvsa24_1.cdf
Brain atlas files_GCMS
191213alvsa25_1.cdf
Brain atlas files_GCMS
191213alvsa26_1.cdf
Brain atlas files_GCMS
191213alvsa27_1.cdf
Brain atlas files_GCMS
191213alvsa28_1.cdf
Brain atlas files_GCMS
191213alvsa29_1.cdf
Brain atlas files_GCMS
191213alvsa30_1.cdf
Brain atlas files_GCMS
191213alvsa31_1.cdf
Brain atlas files_GCMS
191213alvsa32_1.cdf
Brain atlas files_GCMS
191213alvsa33_1.cdf
Brain atlas files_GCMS
191213alvsa34_1.cdf
Brain atlas files_GCMS
191213alvsa35_1.cdf
Brain atlas files_GCMS
191213alvsa36_1.cdf
Brain atlas files_GCMS
191213alvsa37_1.cdf
Brain atlas files_GCMS
191213alvsa38_1.cdf
Brain atlas files_GCMS
191213alvsa39_1.cdf
Brain atlas files_GCMS
191213alvsa40_1.cdf
Brain atlas files_GCMS
191213alvsa41_2.cdf
Brain atlas files_GCMS
191213alvsa42_2.cdf
Brain atlas files_GCMS
191213alvsa43_2.cdf
Brain atlas files_GCMS
191213alvsa44_2.cdf
Brain atlas files_GCMS
191213alvsa45_4.cdf
Brain atlas files_GCMS
191213alvsa46_2.cdf
Brain atlas files_GCMS
191213alvsa47_2.cdf
Brain atlas files_GCMS
191213alvsa48_2.cdf
Brain atlas files_GCMS
191213alvsa49_2.cdf
Brain atlas files_GCMS
191213alvsa50_2.cdf
Brain atlas files_GCMS
191214alvsa01_2.cdf
Brain atlas files_GCMS
191214alvsa02_2.cdf
Brain atlas files_GCMS
191214alvsa03_2.cdf
Brain atlas files_GCMS
191214alvsa04_2.cdf
Brain atlas files_GCMS
191214alvsa05_2.cdf
Brain atlas files_GCMS
191214alvsa06_2.cdf
Brain atlas files_GCMS
191214alvsa07_2.cdf
Brain atlas files_GCMS
191214alvsa08_2.cdf
Brain atlas files_GCMS
191214alvsa09_2.cdf
Brain atlas files_GCMS
191214alvsa10_2.cdf
Brain atlas files_GCMS
191214alvsa11_2.cdf
Brain atlas files_GCMS
191214alvsa12_2.cdf
Brain atlas files_GCMS
191214alvsa13_2.cdf
Brain atlas files_GCMS
191214alvsa14_2.cdf
Brain atlas files_GCMS
191214alvsa15_2.cdf
Brain atlas files_GCMS
191214alvsa16_2.cdf
Brain atlas files_GCMS
191214alvsa17_2.cdf
Brain atlas files_GCMS
191214alvsa18_2.cdf
Brain atlas files_GCMS
191214alvsa19_2.cdf
Brain atlas files_GCMS
191214alvsa20_2.cdf
Brain atlas files_GCMS
191214alvsa21_2.cdf
Brain atlas files_GCMS
191214alvsa22_2.cdf
Brain atlas files_GCMS
191214alvsa23_3.cdf
Brain atlas files_GCMS
191214alvsa24_2.cdf
Brain atlas files_GCMS
191214alvsa25_2.cdf
Brain atlas files_GCMS
191214alvsa26_2.cdf
Brain atlas files_GCMS
191214alvsa27_2.cdf
Brain atlas files_GCMS
191214alvsa28_2.cdf
Brain atlas files_GCMS
191214alvsa29_2.cdf
Brain atlas files_GCMS
191214alvsa30_2.cdf
Brain atlas files_GCMS
191214alvsa31_2.cdf
Brain atlas files_GCMS
191214alvsa32_2.cdf
Brain atlas files_GCMS
191214alvsa33_2.cdf
Brain atlas files_GCMS
191214alvsa34_2.cdf
Brain atlas files_GCMS
191214alvsa35_2.cdf
Brain atlas files_GCMS
191214alvsa36_2.cdf
Brain atlas files_GCMS
191214alvsa37_2.cdf
Brain atlas files_GCMS
191214alvsa38_2.cdf
Brain atlas files_GCMS
191214alvsa39_2.cdf
Brain atlas files_GCMS
191214alvsa40_2.cdf
Brain atlas files_GCMS
191214alvsa41_2.cdf
Brain atlas files_GCMS
191214alvsa42_2.cdf
Brain atlas files_GCMS
191214alvsa43_2.cdf
Brain atlas files_GCMS
191214alvsa44_2.cdf
Brain atlas files_GCMS
191214alvsa45_2.cdf
Brain atlas files_GCMS
191214alvsa46_2.cdf
Brain atlas files_GCMS
191214alvsa47_2.cdf
Brain atlas files_GCMS
191214alvsa48_2.cdf
Brain atlas files_GCMS
191214alvsa49_2.cdf
Brain atlas files_GCMS
191214alvsa50_2.cdf
Brain atlas files_GCMS
191215alvsa01_1.cdf
Brain atlas files_GCMS
191215alvsa02_1.cdf
Brain atlas files_GCMS
191215alvsa03_1.cdf
Brain atlas files_GCMS
191215alvsa04_1.cdf
Brain atlas files_GCMS
191215alvsa05_1.cdf
Brain atlas files_GCMS
191215alvsa06_1.cdf
Brain atlas files_GCMS
191215alvsa07_1.cdf
Brain atlas files_GCMS
191215alvsa08_1.cdf
Brain atlas files_GCMS
191215alvsa09_1.cdf
Brain atlas files_GCMS
191215alvsa10_1.cdf
Brain atlas files_GCMS
191215alvsa11_1.cdf
Brain atlas files_GCMS
191215alvsa12_1.cdf
Brain atlas files_GCMS
191215alvsa13_1.cdf
Brain atlas files_GCMS
191215alvsa14_1.cdf
Brain atlas files_GCMS
191215alvsa15_1.cdf
Brain atlas files_GCMS
191215alvsa16_1.cdf
Brain atlas files_GCMS
191215alvsa17_1.cdf
Brain atlas files_GCMS
191215alvsa18_1.cdf
Brain atlas files_GCMS
191215alvsa19_1.cdf
Brain atlas files_GCMS
191215alvsa20_1.cdf
Brain atlas files_GCMS
191215alvsa21_1.cdf
Brain atlas files_GCMS
191215alvsa22_1.cdf
Brain atlas files_GCMS
191215alvsa23_1.cdf
Brain atlas files_GCMS
191215alvsa24_1.cdf
Brain atlas files_GCMS
191215alvsa25_1.cdf
Brain atlas files_GCMS
191215alvsa26_1.cdf
Brain atlas files_GCMS
191215alvsa27_1.cdf
Brain atlas files_GCMS
191215alvsa28_1.cdf
Brain atlas files_GCMS
191215alvsa29_1.cdf
Brain atlas files_GCMS
191215alvsa30_1.cdf
Brain atlas files_GCMS
191215alvsa31_1.cdf
Brain atlas files_GCMS
191215alvsa32_1.cdf
Brain atlas files_GCMS
191215alvsa33_2.cdf
Brain atlas files_GCMS
191215alvsa34_1.cdf
Brain atlas files_GCMS
191215alvsa35_1.cdf
Brain atlas files_GCMS
191215alvsa36_1.cdf
Brain atlas files_GCMS
191215alvsa37_1.cdf
Brain atlas files_GCMS
191215alvsa38_1.cdf
Brain atlas files_GCMS
191215alvsa39_1.cdf
Brain atlas files_GCMS
191215alvsa40_1.cdf
Brain atlas files_GCMS
191215alvsa41_1.cdf
Brain atlas files_GCMS
191215alvsa42_1.cdf
Brain atlas files_GCMS
191215alvsa43_1.cdf
Brain atlas files_GCMS
191215alvsa44_1.cdf
Brain atlas files_GCMS
191215alvsa45_1.cdf
Brain atlas files_GCMS
191215alvsa46_1.cdf
Brain atlas files_GCMS
191215alvsa47_1.cdf
Brain atlas files_GCMS
191215alvsa48_1.cdf
Brain atlas files_GCMS
191215alvsa49_1.cdf
Brain atlas files_GCMS
191215alvsa50_1.cdf
Brain atlas files_GCMS
191216alvsa01_1.cdf
Brain atlas files_GCMS
191216alvsa02_1.cdf
Brain atlas files_GCMS
191216alvsa03_1.cdf
Brain atlas files_GCMS
191216alvsa04_1.cdf
Brain atlas files_GCMS
191216alvsa05_1.cdf
Brain atlas files_GCMS
191216alvsa06_1.cdf
Brain atlas files_GCMS
191216alvsa07_1.cdf
Brain atlas files_GCMS
191216alvsa08_1.cdf
Brain atlas files_GCMS
191216alvsa09_1.cdf
Brain atlas files_GCMS
191216alvsa10_1.cdf
Brain atlas files_GCMS
191216alvsa11_1.cdf
Brain atlas files_GCMS
191216alvsa12_1.cdf
Brain atlas files_GCMS
191216alvsa13_1.cdf
Brain atlas files_GCMS
191216alvsa14_1.cdf
Brain atlas files_GCMS
191216alvsa15_1.cdf
Brain atlas files_GCMS
191216alvsa16_1.cdf
Brain atlas files_GCMS
191216alvsa17_1.cdf
Brain atlas files_GCMS
191216alvsa18_1.cdf
Brain atlas files_GCMS
191216alvsa19_1.cdf
Brain atlas files_GCMS
191216alvsa20_1.cdf
Brain atlas files_GCMS
191216alvsa21_1.cdf
Brain atlas files_GCMS
191216alvsa22_1.cdf
Brain atlas files_GCMS
191216alvsa23_1.cdf
Brain atlas files_GCMS
191216alvsa24_1.cdf
Brain atlas files_GCMS
191216alvsa25_1.cdf
Brain atlas files_GCMS
191216alvsa26_1.cdf
Brain atlas files_GCMS
191216alvsa27_1.cdf
Brain atlas files_GCMS
191216alvsa28_1.cdf
Brain atlas files_GCMS
191216alvsa29_1.cdf
Brain atlas files_GCMS
191216alvsa30_1.cdf
Brain atlas files_GCMS
191216alvsa31_1.cdf
Brain atlas files_GCMS
191216alvsa32_1.cdf
Brain atlas files_GCMS
191216alvsa33_1.cdf
Brain atlas files_GCMS
191216alvsa34_1.cdf
Brain atlas files_GCMS
191216alvsa35_1.cdf
Brain atlas files_GCMS
191216alvsa36_1.cdf
Brain atlas files_GCMS
191216alvsa37_1.cdf
Brain atlas files_GCMS
191216alvsa38_1.cdf
Brain atlas files_GCMS
191216alvsa39_1.cdf
Brain atlas files_GCMS
191216alvsa40_1.cdf
Brain atlas files_GCMS
191216alvsa41_1.cdf
Brain atlas files_GCMS
191216alvsa42_1.cdf
Brain atlas files_GCMS
191216alvsa43_1.cdf
Brain atlas files_GCMS
191216alvsa44_1.cdf
Brain atlas files_GCMS
191216alvsa45_1.cdf
Brain atlas files_GCMS
191216alvsa46_1.cdf
Brain atlas files_GCMS
191216alvsa47_1.cdf
Brain atlas files_GCMS
191216alvsa48_1.cdf
Brain atlas files_GCMS
191216alvsa49_1.cdf
Brain atlas files_GCMS
191216alvsa50_1.cdf
Brain atlas files_GCMS
191217alvsa01_1.cdf
Brain atlas files_GCMS
191217alvsa02_2.cdf
Brain atlas files_GCMS
191217alvsa03_1.cdf
Brain atlas files_GCMS
191217alvsa04_1.cdf
Brain atlas files_GCMS
191217alvsa05_1.cdf
Brain atlas files_GCMS
191217alvsa06_1.cdf
Brain atlas files_GCMS
191217alvsa07_1.cdf
Brain atlas files_GCMS
191217alvsa08_1.cdf
Brain atlas files_GCMS
191217alvsa09_1.cdf
Brain atlas files_GCMS
191217alvsa10_1.cdf
Brain atlas files_GCMS
191217alvsa11_1.cdf
Brain atlas files_GCMS
191217alvsa12_1.cdf
Brain atlas files_GCMS
191217alvsa13_1.cdf
Brain atlas files_GCMS
191217alvsa14_1.cdf
Brain atlas files_GCMS
191217alvsa15_1.cdf
Brain atlas files_GCMS
191217alvsa16_1.cdf
Brain atlas files_GCMS
191217alvsa17_1.cdf
Brain atlas files_GCMS
191217alvsa18_1.cdf
Brain atlas files_GCMS
191217alvsa19_1.cdf
Brain atlas files_GCMS
191217alvsa20_1.cdf
Brain atlas files_GCMS
191217alvsa21_2.cdf
Brain atlas files_GCMS
191217alvsa22_2.cdf
Brain atlas files_GCMS
191217alvsa23_2.cdf
Brain atlas files_GCMS
191217alvsa24_2.cdf
Brain atlas files_GCMS
191217alvsa25_2.cdf
Brain atlas files_GCMS
191217alvsa26_2.cdf
Brain atlas files_GCMS
191217alvsa27_2.cdf
Brain atlas files_GCMS
191217alvsa28_2.cdf
Brain atlas files_GCMS
191217alvsa29_2.cdf
Brain atlas files_GCMS
191217alvsa30_2.cdf
Brain atlas files_GCMS
191217alvsa31_2.cdf
Brain atlas files_GCMS
191217alvsa32_2.cdf
Brain atlas files_GCMS
191217alvsa33_2.cdf
Brain atlas files_GCMS
191217alvsa34_2.cdf
Brain atlas files_GCMS
191217alvsa35_2.cdf
Brain atlas files_GCMS
191217alvsa36_1.cdf
Brain atlas files_GCMS
191217alvsa37_1.cdf
Brain atlas files_GCMS
191217alvsa38_1.cdf
Brain atlas files_GCMS
191217alvsa39_1.cdf
Brain atlas files_GCMS
191217alvsa40_1.cdf
Brain atlas files_GCMS
191217alvsa41_1.cdf
Brain atlas files_GCMS
191217alvsa42_1.cdf
Brain atlas files_GCMS
191217alvsa43_1.cdf
Brain atlas files_GCMS
191217alvsa44_1.cdf
Brain atlas files_GCMS
191217alvsa45_1.cdf
Brain atlas files_GCMS
191217alvsa46_1.cdf
Brain atlas files_GCMS
191217alvsa47_1.cdf
Brain atlas files_GCMS
191217alvsa48_1.cdf
Brain atlas files_GCMS
191217alvsa49_1.cdf
Brain atlas files_GCMS
191217alvsa50_1.cdf
Brain atlas files_GCMS
191218alvsa01_1.cdf
Brain atlas files_GCMS
191218alvsa02_1.cdf
Brain atlas files_GCMS
191218alvsa03_1.cdf
Brain atlas files_GCMS
191218alvsa04_1.cdf
Brain atlas files_GCMS
191218alvsa05_1.cdf
Brain atlas files_GCMS
191218alvsa06_1.cdf
Brain atlas files_GCMS
191218alvsa07_1.cdf
Brain atlas files_GCMS
191218alvsa08_1.cdf
Brain atlas files_GCMS
191218alvsa09_1.cdf
Brain atlas files_GCMS
191218alvsa10_1.cdf
Brain atlas files_GCMS
191218alvsa11_1.cdf
Brain atlas files_GCMS
191218alvsa12_1.cdf
Brain atlas files_GCMS
191218alvsa13_1.cdf
Brain atlas files_GCMS
191218alvsa14_1.cdf
Brain atlas files_GCMS
191218alvsa15_1.cdf
Brain atlas files_GCMS
191218alvsa16_1.cdf
Brain atlas files_GCMS
191218alvsa17_1.cdf
Brain atlas files_GCMS
191218alvsa18_1.cdf
Brain atlas files_GCMS
191218alvsa19_1.cdf
Brain atlas files_GCMS
191218alvsa20_1.cdf
Brain atlas files_GCMS
191218alvsa21_1.cdf
Brain atlas files_GCMS
191218alvsa22_1.cdf
Brain atlas files_GCMS
191218alvsa23_1.cdf
Brain atlas files_GCMS
191218alvsa24_1.cdf
Brain atlas files_GCMS
191218alvsa25_1.cdf
Brain atlas files_GCMS
191218alvsa26_1.cdf
Brain atlas files_GCMS
191218alvsa27_1.cdf
Brain atlas files_GCMS
191218alvsa28_1.cdf
Brain atlas files_GCMS
191218alvsa29_1.cdf
Brain atlas files_GCMS
191218alvsa30_1.cdf
Brain atlas files_GCMS
191218alvsa31_1.cdf
Brain atlas files_GCMS
191218alvsa32_1.cdf
Brain atlas files_GCMS
191218alvsa33_1.cdf
Brain atlas files_GCMS
191218alvsa34_1.cdf
Brain atlas files_GCMS
191218alvsa35_1.cdf
Brain atlas files_GCMS
191218alvsa36_1.cdf
Brain atlas files_GCMS
191218alvsa37_1.cdf
Brain atlas files_GCMS
191218alvsa38_1.cdf
Brain atlas files_GCMS
191218alvsa39_1.cdf
Brain atlas files_GCMS
191218alvsa40_1.cdf
Brain atlas files_GCMS
191218alvsa41_1.cdf
Brain atlas files_GCMS
191218alvsa42_1.cdf
Brain atlas files_GCMS
191218alvsa43_1.cdf
Brain atlas files_GCMS
191218alvsa44_1.cdf
Brain atlas files_GCMS
191218alvsa45_1.cdf
Brain atlas files_GCMS
191218alvsa46_1.cdf
Brain atlas files_GCMS
191218alvsa47_1.cdf
Brain atlas files_GCMS
191218alvsa48_1.cdf
Brain atlas files_GCMS
191218alvsa49_1.cdf
Brain atlas files_GCMS
191218alvsa50_1.cdf
Brain atlas files_GCMS
191219alvsa01_1.cdf
Brain atlas files_GCMS
191219alvsa02_1.cdf
Brain atlas files_GCMS
191219alvsa03_1.cdf
Brain atlas files_GCMS
191219alvsa04_1.cdf
Brain atlas files_GCMS
191219alvsa05_2.cdf
Brain atlas files_GCMS
191219alvsa06_2.cdf
Brain atlas files_GCMS
191219alvsa07_2.cdf
Brain atlas files_GCMS
191219alvsa08_2.cdf
Brain atlas files_GCMS
191219alvsa09_2.cdf
Brain atlas files_GCMS
191219alvsa10_2.cdf
Brain atlas files_GCMS
191219alvsa11_2.cdf
Brain atlas files_GCMS
191219alvsa12_1.cdf
Brain atlas files_GCMS
191219alvsa14_1.cdf
Brain atlas files_GCMS
191219alvsa15_1.cdf
Brain atlas files_GCMS
191219alvsa22_1.cdf
Brain atlas files_GCMS
191219alvsa23_2.cdf
Brain atlas files_GCMS
191219alvsa24_1.cdf
Brain atlas files_GCMS
191219alvsa25_1.cdf
Brain atlas files_GCMS
191219alvsa26_1.cdf
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F1_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F2_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F3_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F4_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F5_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F5_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F5_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F5_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F5_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F5_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_F5_MD.raw
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498307_HILICneg_AD_M3_BG.raw
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_AD_M3_PON.raw
Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_AD_M4_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_M4_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_M4_CT.raw
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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498307_HILICneg_AD_M5_BG.raw
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Brain atlas files_HILICneg
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498307_HILICneg_AD_M6_CB.raw
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498307_HILICneg_AD_M7_BG.raw
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498307_HILICneg_AD_M7_CB.raw
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498307_HILICneg_AD_M7_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_M7_HC.raw
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498307_HILICneg_AD_M7_MB.raw
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498307_HILICneg_AD_M7_OB.raw
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Brain atlas files_HILICneg
498307_HILICneg_AD_M7_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_M8_BG.raw
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498307_HILICneg_AD_M8_CB.raw
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498307_HILICneg_AD_M8_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_M8_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_M8_HT.raw
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498307_HILICneg_AD_M8_MB.raw
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498307_HILICneg_AD_M8_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_AD_M8_OB.raw
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498307_HILICneg_AD_M8_PON.raw
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498307_HILICneg_AD_M8_TL.raw
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498307_HILICneg_EA_F1_BG.raw
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498307_HILICneg_EA_F1_CB.raw
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498307_HILICneg_EA_F1_CT.raw
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498307_HILICneg_EA_F1_MB.raw
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Brain atlas files_HILICneg
498307_HILICneg_EA_F1_PON.raw
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498307_HILICneg_EA_F1_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F2_BG.raw
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498307_HILICneg_EA_F2_CB.raw
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498307_HILICneg_EA_F2_CT.raw
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Brain atlas files_HILICneg
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498307_HILICneg_EA_F2_PON.raw
Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_EA_F3_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F3_CB.raw
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498307_HILICneg_EA_F3_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F3_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F3_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F3_MB.raw
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498307_HILICneg_EA_F3_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F3_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F3_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F3_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F4_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F4_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F4_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F4_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F4_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F4_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F4_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F4_OB.raw
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498307_HILICneg_EA_F4_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F4_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F5_BG.raw
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498307_HILICneg_EA_F5_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F5_CT.raw
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498307_HILICneg_EA_F5_HC.raw
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498307_HILICneg_EA_F5_HT.raw
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498307_HILICneg_EA_F5_MB.raw
Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_EA_F5_OB.raw
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498307_HILICneg_EA_F5_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F5_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F6_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F6_CB.raw
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498307_HILICneg_EA_F6_CT.raw
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498307_HILICneg_EA_F6_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F6_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F6_MB.raw
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498307_HILICneg_EA_F6_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F6_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F6_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F6_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F7_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F7_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F7_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F7_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F7_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F7_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F7_MD.raw
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498307_HILICneg_EA_F7_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F7_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F7_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F8_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F8_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F8_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F8_HC.raw
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498307_HILICneg_EA_F8_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_F8_MB.raw
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Brain atlas files_HILICneg
498307_HILICneg_EA_F8_OB.raw
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498307_HILICneg_EA_F8_PON.raw
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498307_HILICneg_EA_F8_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M1_BG.raw
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498307_HILICneg_EA_M1_CB.raw
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Brain atlas files_HILICneg
498307_HILICneg_EA_M1_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M1_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M1_MB.raw
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_EA_M1_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M1_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M2_BG.raw
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_EA_M2_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M2_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M2_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M2_PON.raw
Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_EA_M3_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M3_CB.raw
Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_EA_M3_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M3_HT.raw
Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_EA_M4_BG.raw
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Brain atlas files_HILICneg
498307_HILICneg_EA_M4_HC.raw
Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_EA_M4_MD.raw
Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
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Brain atlas files_HILICneg
498307_HILICneg_EA_M8_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_EA_M8_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F1_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F2_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F3_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F4_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F5_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F6_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F7_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_F8_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M1_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M2_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M3_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M4_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M5_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M6_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M7_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_BG.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_CB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_CT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_HC.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_HT.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_MB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_MD.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_OB.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_PON.raw
Brain atlas files_HILICneg
498307_HILICneg_LA_M8_TL.raw
Brain atlas files_HILICneg
498307_HILICneg_Mtdblk_001.raw
Brain atlas files_HILICneg
498307_HILICneg_Mtdblk_002.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_001.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_002.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_003.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_004.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_005.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_006.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_007.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_008.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_009.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_010.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_011.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_012.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_013.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_014.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_015.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_016.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_017.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_018.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_019.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_020.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_021.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_022.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_023.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_024.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_025.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_026.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_027.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_028.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_029.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_030.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_031.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_032.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_034.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_035.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_042.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_043.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_044.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_045.raw
Brain atlas files_HILICneg
498307_HILICneg_poolQC_046.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F1_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F2_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F3_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F4_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F5_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F6_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F7_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_F8_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M1_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M2_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M3_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M4_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M5_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M6_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M7_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_AD_M8_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F1_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F2_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F3_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F4_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F5_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F6_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F7_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_F8_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M1_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M2_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M3_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M4_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M5_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M6_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M7_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_EA_M8_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F1_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F2_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F3_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F4_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F5_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F6_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_HC.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2015/3150 [2:33:12<1:54:54,  6.07s/it]
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F7_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_F8_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M1_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M2_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M3_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M4_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M5_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M6_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M7_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_BG.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_CB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_CT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_HC.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_HT.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_MB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_MD.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_OB.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_PON.raw
Brain atlas files_HILICpos
498307_HILICpos_LA_M8_TL.raw
Brain atlas files_HILICpos
498307_HILICpos_Mtdblk_001.raw
Brain atlas files_HILICpos
498307_HILICpos_Mtdblk_002.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_001.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_002.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_003.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_004.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_005.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_006.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_007.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_008.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_009.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_010.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_011.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_012.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_013.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_014.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_015.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_016.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_017.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_018.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_019.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_020.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_021.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_022.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_023.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_024.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_025.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_026.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_027.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_028.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_029.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_030.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_031.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_032.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_034.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_035.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_042.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_043.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_044.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_045.raw
Brain atlas files_HILICpos
498307_HILICpos_poolQC_046.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2602 rows!
Extracted information for 2602 samples.
Processing  ST001421
Initiating REDU-table generation for AN002376
Rest length is 24
raw file key found.
Initiating REDU-table generation for AN002377
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2016/3150 [2:33:15<1:41:56,  5.39s/it]
 64%|██████▍   | 2020/3150 [2:33:15<47:39,  2.53s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2022/3150 [2:33:21<48:59,  2.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2023/3150 [2:33:23<48:27,  2.58s/it]
SubjectIdentifierAsRecorded:
  : missing value
ArcA_negative_1.raw
ArcA_negative_2.raw
ArcA_negative_3.raw
ArcA_negative_4.raw
ArcA_negative_5.raw
ArcA_negative_6.raw
ArcA_positive_1.raw
ArcA_positive_2.raw
ArcA_positive_3.raw
ArcA_positive_4.raw
ArcA_positive_5.raw
ArcA_positive_6.raw
FNR_negative_1.raw
FNR_negative_2.raw
FNR_negative_3.raw
FNR_negative_4.raw
FNR_negative_5.raw
FNR_negative_6.raw
FNR_positive_1.raw
FNR_positive_2.raw
FNR_positive_3.raw
FNR_positive_4.raw
FNR_positive_5.raw
FNR_positive_6.raw
IHF_negative_1.raw
IHF_negative_2.raw
IHF_negative_3.raw
IHF_negative_4.raw
IHF_negative_5.raw
IHF_negative_6.raw
IHF_positive_1.raw
IHF_positive_2.raw
IHF_positive_3.raw
IHF_positive_4.raw
IHF_positive_5.raw
IHF_positive_6.raw
WT_negative_1.raw
WT_negative_2.raw
WT_negative_3.raw
WT_negative_4.raw
WT_negative_5.raw
WT_negative_6.raw
WT_positive_1.raw
WT_positive_2.raw
WT_positive_3.raw
WT_positive_4.raw
WT_positive_5.raw
WT_positive_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST000476
No raw data detected. Ignoring ST000476
Processing  ST000995
No raw data detected. Ignoring ST000995
Processing  ST001892
No raw data detected. Ignoring ST001892
Processing  ST000818
No raw data detected. Ignoring ST000818
Processing  ST001452
Initiating REDU-table generation for AN002427
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
451075 raw data files
Liu001_MX451075_negHILIC_ZT24-Rep5-035.wiff
451075 raw data files
Liu002_MX451075_negHILIC_ZT4-Rep4-040.wiff
451075 raw data files
Liu003_MX451075_negHILIC_ZT8-Rep5-011.wiff
451075 raw data files
Liu004_MX451075_negHILIC_ZT20-Rep5-029.wiff
451075 raw data files
Liu005_MX451075_negHILIC_ZT12-Rep1-013.wiff
451075 raw data files
Liu006_MX451075_negHILIC_ZT8-Rep1-007.wiff
451075 raw data files
Liu007_MX451075_negHILIC_ZT16-Rep1-055.wiff
451075 raw data files
Liu008_MX451075_negHILIC_ZT12-Rep5-017.wiff
451075 raw data files
Liu009_MX451075_negHILIC_ZT4-Rep1-037.wiff
451075 raw data files
Liu010_MX451075_negHILIC_ZT4-Rep5-041.wiff
451075 raw data files
Liu011_MX451075_negHILIC_ZT16-Rep3-057.wiff
451075 raw data files
Liu013_MX451075_negHILIC_ZT4-Rep6-042.wiff
451075 raw data files
Liu014_MX451075_negHILIC_ZT16-Rep6-060.wiff
451075 raw data files
Liu015_MX451075_negHILIC_ZT16-Rep2-056.wiff
451075 raw data files
Liu016_MX451075_negHILIC_ZT8-Rep6-012.wiff
451075 raw data files
Liu017_MX451075_negHILIC_ZT20-Rep2-026.wiff
451075 raw data files
Liu018_MX451075_negHILIC_ZT20-Rep5-065.wiff
451075 raw data files
Liu019_MX451075_negHILIC_ZT12-Rep4-052.wiff
451075 raw data files
Liu020_MX451075_negHILIC_ZT4-Rep3-003.wiff
451075 raw data files
Liu021_MX451075_negHILIC_ZT20-Rep4-064.wiff
451075 raw data files
Liu022_MX451075_negHILIC_ZT12-Rep6-018.wiff
451075 raw data files
Liu023_MX451075_negHILIC_ZT12-Rep2-050.wiff
451075 raw data files
Liu024_MX451075_negHILIC_ZT4-Rep2-038.wiff
451075 raw data files
Liu025_MX451075_negHILIC_ZT8-Rep3-009.wiff
451075 raw data files
Liu026_MX451075_negHILIC_ZT16-Rep4-058.wiff
451075 raw data files
Liu027_MX451075_negHILIC_ZT24-Rep2-032.wiff
451075 raw data files
Liu028_MX451075_negHILIC_ZT16-Rep2-020.wiff
451075 raw data files
Liu029_MX451075_negHILIC_ZT16-Rep4-022.wiff
451075 raw data files
Liu030_MX451075_negHILIC_ZT16-Rep6-024.wiff
451075 raw data files
Liu031_MX451075_negHILIC_ZT24-Rep3-033.wiff
451075 raw data files
Liu032_MX451075_negHILIC_ZT24-Rep1-031.wiff
451075 raw data files
Liu033_MX451075_negHILIC_ZT20-Rep6-030.wiff
451075 raw data files
Liu034_MX451075_negHILIC_ZT4-Rep1-001.wiff
451075 raw data files
Liu035_MX451075_negHILIC_ZT4-Rep4-004.wiff
451075 raw data files
Liu036_MX451075_negHILIC_ZT4-Rep2-002.wiff
451075 raw data files
Liu037_MX451075_negHILIC_ZT24-Rep1-067.wiff
451075 raw data files
Liu038_MX451075_negHILIC_ZT16-Rep5-059.wiff
451075 raw data files
Liu039_MX451075_negHILIC_ZT8-Rep6-048.wiff
451075 raw data files
Liu040_MX451075_negHILIC_ZT16-Rep1-019.wiff
451075 raw data files
Liu041_MX451075_negHILIC_ZT20-Rep6-066.wiff
451075 raw data files
Liu042_MX451075_negHILIC_ZT12-Rep1-049.wiff
451075 raw data files
Liu043_MX451075_negHILIC_ZT24-Rep3-069.wiff
451075 raw data files
Liu044_MX451075_negHILIC_ZT20-Rep1-061.wiff
451075 raw data files
Liu045_MX451075_negHILIC_ZT12-Rep5-053.wiff
451075 raw data files
Liu046_MX451075_negHILIC_ZT8-Rep4-010.wiff
451075 raw data files
Liu047_MX451075_negHILIC_ZT8-Rep5-047.wiff
451075 raw data files
Liu048_MX451075_negHILIC_ZT12-Rep3-051.wiff
451075 raw data files
Liu049_MX451075_negHILIC_ZT16-Rep5-023.wiff
451075 raw data files
Liu050_MX451075_negHILIC_ZT24-Rep2-068.wiff
451075 raw data files
Liu051_MX451075_negHILIC_ZT12-Rep6-054.wiff
451075 raw data files
Liu053_MX451075_negHILIC_ZT24-Rep6-036.wiff
451075 raw data files
Liu054_MX451075_negHILIC_ZT16-Rep3-021.wiff
451075 raw data files
Liu055_MX451075_negHILIC_ZT24-Rep4-070.wiff
451075 raw data files
Liu056_MX451075_negHILIC_ZT12-Rep2-014.wiff
451075 raw data files
Liu057_MX451075_negHILIC_ZT8-Rep3-045.wiff
451075 raw data files
Liu058_MX451075_negHILIC_ZT20-Rep1-025.wiff
451075 raw data files
Liu059_MX451075_negHILIC_ZT4-Rep3-039.wiff
451075 raw data files
Liu060_MX451075_negHILIC_ZT24-Rep6-072_2.wiff
451075 raw data files
Liu061_MX451075_negHILIC_ZT8-Rep2-044.wiff
451075 raw data files
Liu062_MX451075_negHILIC_ZT12-Rep4-016.wiff
451075 raw data files
Liu063_MX451075_negHILIC_ZT20-Rep3-027.wiff
451075 raw data files
Liu064_MX451075_negHILIC_ZT12-Rep3-015.wiff
451075 raw data files
Liu065_MX451075_negHILIC_ZT4-Rep5-005.wiff
451075 raw data files
Liu066_MX451075_negHILIC_ZT4-Rep6-006.wiff
451075 raw data files
Liu067_MX451075_negHILIC_ZT8-Rep1-043.wiff
451075 raw data files
Liu068_MX451075_negHILIC_ZT20-Rep3-063.wiff
451075 raw data files
Liu069_MX451075_negHILIC_ZT24-Rep5-071.wiff
451075 raw data files
Liu070_MX451075_negHILIC_ZT8-Rep4-046_2.wiff
451075 raw data files
Liu071_MX451075_negHILIC_ZT24-Rep4-034.wiff
451075 raw data files
Liu072_MX451075_negHILIC_ZT20-Rep2-062.wiff
451075 raw data files
Liu073_MX451075_negHILIC_ZT20-Rep4-028.wiff
451075 raw data files
Liu074_MX451075_negHILIC_ZT8-Rep2-008-2.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST003571
Initiating REDU-table generation for AN005866
Rest length is 13
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Caski CM 1.mzXML
Caski CM 2.mzXML
Caski CM 3.mzXML
Caski CM 4.mzXML
Fresh media 1.mzXML
Fresh media 2.mzXML
Fresh media 3.mzXML
hepatocyte CM 1.mzXML
hepatocyte CM 2.mzXML
hepatocyte CM 3.mzXML
hepatocyte CM 4.mzXML
hepatocyte CM 5.mzXML
hepatocyte CM 6.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 13 rows!
Extracted information for 13 samples.
Processing  ST002863
Initiating REDU-table generation for AN004695
Rest length is 14
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
RAW files
JG-001.raw
RAW files
JG-002.raw
RAW files
JG-003.raw
RAW files
JG-004.raw
RAW files
JG-005.raw
RAW files
JG-006.raw
RAW files
JG-007.raw
RAW files
JG-008.raw
RAW files
JG-009.raw
RAW files
JG-010.raw
RAW files
JG-011.raw
RAW files
JG-012.raw
RAW files
QC-blank1.raw
RAW files
QC-blank2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST000137
No raw data detected. Ignoring ST000137
Processing  ST001428
Initiating REDU-table generation for AN002387
Rest length is 514
raw file key found.
Initiating REDU-table generation for AN002388
Rest length is 514
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
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YW_200320_M431_108.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2025/3150 [2:33:35<1:09:46,  3.72s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2027/3150 [2:33:38<54:27,  2.91s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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Jain
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Jain
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1542 rows!
Extracted information for 1542 samples.
Processing  ST003035
No raw data detected. Ignoring ST003035
Processing  ST002451
Initiating REDU-table generation for AN003999
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Agilent GC 7820A-MS 5977B|not available: missing value
SubjectIdentifierAsRecorded:
  : missing value
Raw data
47_3_1.CDF
Raw data
47_3_10.CDF
Raw data
47_3_11.CDF
Raw data
47_3_12.CDF
Raw data
47_3_13.CDF
Raw data
47_3_14.CDF
Raw data
47_3_15.CDF
Raw data
47_3_16.CDF
Raw data
47_3_2.CDF
Raw data
47_3_3.CDF
Raw data
47_3_4.CDF
Raw data
47_3_5.CDF
Raw data
47_3_6.CDF
Raw data
47_3_7.CDF
Raw data
47_3_8.CDF
Raw data
47_3_9.CDF
Raw data
47_4_1.CDF
Raw data
47_4_10.CDF
Raw data
47_4_12.CDF
Raw data
47_4_13.CDF
Raw data
47_4_14.CDF
Raw data
47_4_15.CDF
Raw data
47_4_16.CDF
Raw data
47_4_2.CDF
Raw data
47_4_3.CDF
Raw data
47_4_4.CDF
Raw data
47_4_6.CDF
Raw data
47_4_7.CDF
Raw data
47_4_8.CDF
Raw data
47_4_9.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST003240
Initiating REDU-table generation for AN005307
Rest length is 8
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005308
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
4875
Neg_Liver_CreERT2_210.raw
4875
Neg_Liver_CreERT2_216.raw
4875
Neg_Liver_CreERT2_223.raw
4875
Neg_Liver_CreERT2_232.raw
4875
Neg_Liver_FF_218.raw
4875
Neg_Liver_FF_219.raw
4875
Neg_Liver_FF_225.raw
4875
Neg_Liver_FF_226.raw
4875
Pos_Liver_CreERT2_210.raw
4875
Pos_Liver_CreERT2_216.raw
4875
Pos_Liver_CreERT2_223.raw
4875
Pos_Liver_CreERT2_232.raw
4875
Pos_Liver_FF_218.raw
4875
Pos_Liver_FF_219.raw
4875
Pos_Liver_FF_225.raw
4875
Pos_Liver_FF_226.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST001383
No raw data detected. Ignoring ST001383
Processing  ST002828
Initiating REDU-table generation for AN004617
Rest length is 22
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/22 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 22/22 [00:00<00:00, 556.60it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004618
Rest length is 22
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/22 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 22/22 [00:00<00:00, 558.94it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2030/3150 [2:33:43<44:29,  2.38s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
F2-48 metabolomics raw
negative mode
F2-48-01-.raw
F2-48 metabolomics raw
negative mode
F2-48-02-.raw
F2-48 metabolomics raw
negative mode
F2-48-03-.raw
F2-48 metabolomics raw
negative mode
F2-48-04-.raw
F2-48 metabolomics raw
negative mode
F2-48-05-.raw
F2-48 metabolomics raw
negative mode
F2-48-06-.raw
F2-48 metabolomics raw
negative mode
F2-48-07-.raw
F2-48 metabolomics raw
negative mode
F2-48-08-.raw
F2-48 metabolomics raw
negative mode
F2-48-09-.raw
F2-48 metabolomics raw
negative mode
F2-48-10-.raw
F2-48 metabolomics raw
negative mode
F2-48-11-.raw
F2-48 metabolomics raw
negative mode
F2-48-12-.raw
F2-48 metabolomics raw
negative mode
F2-48-13-.raw
F2-48 metabolomics raw
negative mode
F2-48-14-.raw
F2-48 metabolomics raw
negative mode
F2-48-15-.raw
F2-48 metabolomics raw
negative mode
F2-48-16-.raw
F2-48 metabolomics raw
negative mode
F2-48-17-.raw
F2-48 metabolomics raw
negative mode
F2-48-18-.raw
F2-48 metabolomics raw
negative mode
F2-48-19-.raw
F2-48 metabolomics raw
negative mode
F2-48-20-.raw
F2-48 metabolomics raw
negative mode
F2-48-21-.raw
F2-48 metabolomics raw
negative mode
F2-48-22-.raw
F2-48 metabolomics raw
positive mode
F2-48-01+.raw
F2-48 metabolomics raw
positive mode
F2-48-02+.raw
F2-48 metabolomics raw
positive mode
F2-48-03+.raw
F2-48 metabolomics raw
positive mode
F2-48-04+.raw
F2-48 metabolomics raw
positive mode
F2-48-05+.raw
F2-48 metabolomics raw
positive mode
F2-48-06+.raw
F2-48 metabolomics raw
positive mode
F2-48-07+.raw
F2-48 metabolomics raw
positive mode
F2-48-08+.raw
F2-48 metabolomics raw
positive mode
F2-48-09+.raw
F2-48 metabolomics raw
positive mode
F2-48-10+.raw
F2-48 metabolomics raw
positive mode
F2-48-11+.raw
F2-48 metabolomics raw
positive mode
F2-48-12+.raw
F2-48 metabolomics raw
positive mode
F2-48-13+.raw
F2-48 metabolomics raw
positive mode
F2-48-14+.raw
F2-48 metabolomics raw
positive mode
F2-48-15+.raw
F2-48 metabolomics raw
positive mode
F2-48-16+.raw
F2-48 metabolomics raw
positive mode
F2-48-17+.raw
F2-48 metabolomics raw
positive mode
F2-48-18+.raw
F2-48 metabolomics raw
positive mode
F2-48-19+.raw
F2-48 metabolomics raw
positive mode
F2-48-20+.raw
F2-48 metabolomics raw
positive mode
F2-48-21+.raw
F2-48 metabolomics raw
positive mode
F2-48-22+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 44 rows!
Extracted information for 44 samples.
Processing  ST000552
Initiating REDU-table generation for AN000843
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  48%|████▊     | 19/40 [00:00<00:00, 189.88it/s]

Mapping potential matches:  98%|█████████▊| 39/40 [00:00<00:00, 192.29it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 191.66it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000844
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  48%|████▊     | 19/40 [00:00<00:00, 183.53it/s]

Mapping potential matches:  95%|█████████▌| 38/40 [00:00<00:00, 184.86it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 184.52it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 64%|██████▍   | 2031/3150 [2:33:47<48:09,  2.58s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000552
Raw data
NEG
QE2_jdg_25_Voils_10[173583]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_11[120370]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_12[162601]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_13[258084]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_14[150226]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_15[232036]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_16[319819]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_17[319847]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_18[166755]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_19[313142]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_1[310342]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_20[164415]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_21[384019]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_22[232040]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_23[144326]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_24[312111]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_25[229230]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_26[264516]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_27[115398]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_28[234653]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_29[136727]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_2[365185]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_30[134517]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_31[117547]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_32[257257]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_33[254695]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_34[234629]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_35[277961]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_36[254698]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_37[160528]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_38[277941]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_39[173497]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_3[257264]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_40[254703]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_4[171295]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_5[121976]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_6[242646]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_7[234641]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_8[271608]n.mzML
ST000552
Raw data
NEG
QE2_jdg_25_Voils_9[375180]n.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_10[173583]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_11[120370]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_12[162601]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_13[258084]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_14[150226]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_15[232036]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_16[319819]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_17[319847]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_18[166755]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_19[313142]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_1[310342]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_20[164415]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_21[384019]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_22[232040]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_23[144326]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_24[312111]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_25[229230]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_26[264516]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_27[115398]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_28[234653]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_29[136727]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_2[365185]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_30[134517]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_31[117547]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_32[257257]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_33[254695]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_34[234629]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_35[277961]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_36[254698]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_37[160528]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_38[277941]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_39[173497]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_3[257264]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_40[254703]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_4[171295]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_5[121976]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_6[242646]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_7[234641]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_8[271608]p.mzML
ST000552
Raw data
POS
QE2_jdg_25_Voils_9[375180]p.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 80 rows!
Extracted information for 80 samples.
Processing  ST000510
Initiating REDU-table generation for AN000782
Rest length is 39
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/39 [00:00<?, ?it/s]

Mapping potential matches:  36%|███▌      | 14/39 [00:00<00:00, 136.21it/s]

Mapping potential matches:  72%|███████▏  | 28/39 [00:00<00:00, 136.95it/s]
Mapping potential matches: 100%|██████████| 39/39 [00:00<00:00, 137.35it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000783
Rest length is 39
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/39 [00:00<?, ?it/s]

Mapping potential matches:  36%|███▌      | 14/39 [00:00<00:00, 137.14it/s]

Mapping potential matches:  72%|███████▏  | 28/39 [00:00<00:00, 138.37it/s]
Mapping potential matches: 100%|██████████| 39/39 [00:00<00:00, 138.63it/s]

 65%|██████▍   | 2032/3150 [2:33:48<43:04,  2.31s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▍   | 2034/3150 [2:33:50<33:56,  1.82s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▍   | 2036/3150 [2:33:53<32:35,  1.76s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▍   | 2039/3150 [2:33:57<26:56,  1.45s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000484
No raw data detected. Ignoring ST000484
Processing  ST002530
Initiating REDU-table generation for AN004164
Rest length is 22
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ASS1KO_Raw
Mui-Ale-20210804-01-.raw
ASS1KO_Raw
Mui-Ale-20210804-02-.raw
ASS1KO_Raw
Mui-Ale-20210804-03-.raw
ASS1KO_Raw
Mui-Ale-20210804-04-.raw
ASS1KO_Raw
Mui-Ale-20210804-05-.raw
ASS1KO_Raw
Mui-Ale-20210804-06-.raw
ASS1KO_Raw
Mui-Ale-20210804-07-.raw
ASS1KO_Raw
Mui-Ale-20210804-08-.raw
ASS1KO_Raw
Mui-Ale-20210804-09-.raw
ASS1KO_Raw
Mui-Ale-20210804-10-.raw
ASS1KO_Raw
Mui-Ale-20210804-11-.raw
ASS1KO_Raw
Mui-Ale-20210804-12-.raw
ASS1KO_Raw
Mui-Ale-20210804-13-.raw
ASS1KO_Raw
Mui-Ale-20210804-14-.raw
ASS1KO_Raw
Mui-Ale-20210804-15-.raw
ASS1KO_Raw
Mui-Ale-20210804-16-.raw
ASS1KO_Raw
Mui-Ale-20210804-17-.raw
ASS1KO_Raw
Mui-Ale-20210804-18-.raw
ASS1KO_Raw
Mui-Ale-20210804-19-.raw
ASS1KO_Raw
Mui-Ale-20210804-20-.raw
ASS1KO_Raw
Mui-Ale-20210804-21-.raw
ASS1KO_Raw
Mui-Ale-20210804-22-.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST000082
No raw data detected. Ignoring ST000082
Processing  ST001673
Initiating REDU-table generation for AN002731
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HeLa
HeLa_Cer
HeLa_Cer_Raw
CTRL_1.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
CTRL_2.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
CTRL_3.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
GOLPH3_KD_1.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
GOLPH3_KD_2.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
GOLPH3_KD_3.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
GOLPH3_OE_1.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
GOLPH3_OE_2.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
GOLPH3_OE_3.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
LCS_KD_1.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
LCS_KD_2.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
LCS_KD_3.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
LCS_OE_1.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
LCS_OE_2.raw
HeLa
HeLa_Cer
HeLa_Cer_Raw
LCS_OE_3.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
CTRL_1.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
CTRL_2.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
CTRL_3.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
GOLPH3_KD_1.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
GOLPH3_KD_2.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
GOLPH3_KD_3.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
GOLPH3_OE_1.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
GOLPH3_OE_2.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
GOLPH3_OE_3.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
LCS_KD_1.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
LCS_KD_2.raw
HeLa
HeLa_Hex_LacCer
HeLa_Hex_LacCer_raw
LCS_KD_3.raw
HeLa
HeLa_SM
HeLa_SM_raw
CTRL_1.raw
HeLa
HeLa_SM
HeLa_SM_raw
CTRL_2.raw
HeLa
HeLa_SM
HeLa_SM_raw
CTRL_3.raw
HeLa
HeLa_SM
HeLa_SM_raw
GOLPH3_KD_1.raw
HeLa
HeLa_SM
HeLa_SM_raw
GOLPH3_KD_2.raw
HeLa
HeLa_SM
HeLa_SM_raw
GOLPH3_KD_3.raw
HeLa
HeLa_SM
HeLa_SM_raw
GOLPH3_OE_1.raw
HeLa
HeLa_SM
HeLa_SM_raw
GOLPH3_OE_2.raw
HeLa
HeLa_SM
HeLa_SM_raw
GOLPH3_OE_3.raw
HeLa
HeLa_SM
HeLa_SM_raw
LCS_KD_1.raw
HeLa
HeLa_SM
HeLa_SM_raw
LCS_KD_2.raw
HeLa
HeLa_SM
HeLa_SM_raw
LCS_KD_3.raw
HeLa
HeLa_SM
HeLa_SM_raw
LCS_OE_1.raw
HeLa
HeLa_SM
HeLa_SM_raw
LCS_OE_2.raw
HeLa
HeLa_SM
HeLa_SM_raw
LCS_OE_3.raw
HeLa_Cer_Raw
CTRL_1.raw
HeLa_Cer_Raw
CTRL_2.raw
HeLa_Cer_Raw
CTRL_3.raw
HeLa_Cer_Raw
GOLPH3_KD_1.raw
HeLa_Cer_Raw
GOLPH3_KD_2.raw
HeLa_Cer_Raw
GOLPH3_KD_3.raw
HeLa_Cer_Raw
GOLPH3_OE_1.raw
HeLa_Cer_Raw
GOLPH3_OE_2.raw
HeLa_Cer_Raw
GOLPH3_OE_3.raw
HeLa_Cer_Raw
LCS_KD_1.raw
HeLa_Cer_Raw
LCS_KD_2.raw
HeLa_Cer_Raw
LCS_KD_3.raw
HeLa_Cer_Raw
LCS_OE_1.raw
HeLa_Cer_Raw
LCS_OE_2.raw
HeLa_Cer_Raw
LCS_OE_3.raw
HeLa_Hex_LacCer_raw
CTRL_1.raw
HeLa_Hex_LacCer_raw
CTRL_2.raw
HeLa_Hex_LacCer_raw
CTRL_3.raw
HeLa_Hex_LacCer_raw
GOLPH3_KD_1.raw
HeLa_Hex_LacCer_raw
GOLPH3_KD_2.raw
HeLa_Hex_LacCer_raw
GOLPH3_KD_3.raw
HeLa_Hex_LacCer_raw
GOLPH3_OE_1.raw
HeLa_Hex_LacCer_raw
GOLPH3_OE_2.raw
HeLa_Hex_LacCer_raw
GOLPH3_OE_3.raw
HeLa_Hex_LacCer_raw
LCS_KD_1.raw
HeLa_Hex_LacCer_raw
LCS_KD_2.raw
HeLa_Hex_LacCer_raw
LCS_KD_3.raw
HeLa_SM_raw
CTRL_1.raw
HeLa_SM_raw
CTRL_2.raw
HeLa_SM_raw
CTRL_3.raw
HeLa_SM_raw
GOLPH3_KD_1.raw
HeLa_SM_raw
GOLPH3_KD_2.raw
HeLa_SM_raw
GOLPH3_KD_3.raw
HeLa_SM_raw
GOLPH3_OE_1.raw
HeLa_SM_raw
GOLPH3_OE_2.raw
HeLa_SM_raw
GOLPH3_OE_3.raw
HeLa_SM_raw
LCS_KD_1.raw
HeLa_SM_raw
LCS_KD_2.raw
HeLa_SM_raw
LCS_KD_3.raw
HeLa_SM_raw
LCS_OE_1.raw
HeLa_SM_raw
LCS_OE_2.raw
HeLa_SM_raw
LCS_OE_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 84 rows!
Extracted information for 84 samples.
Processing  ST000697
No raw data detected. Ignoring ST000697
Processing  ST003585
No raw data detected. Ignoring ST003585
Processing  ST002690
Initiating REDU-table generation for AN004363
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217017009.raw
90218017009.raw
90222017009.raw
90223017009.raw
90225017009.raw
90227017009.raw
90229017009.raw
90232017009.raw
90237017009.raw
90239017009.raw
90245017009.raw
90248017009.raw
90251017009.raw
90252017009.raw
90254017009.raw
90258017009.raw
90259017009.raw
90265017009.raw
90266017009.raw
90267017009.raw
90280017009.raw
90281017009.raw
90283017009.raw
90289017009.raw
90292017009.raw
90406017009.raw
90410017009.raw
90412017009.raw
90416017009.raw
90420017009.raw
90421017009.raw
90422017009.raw
90423017009.raw
90426017009.raw
90430017009.raw
90439017009.raw
90441017009.raw
90444017009.raw
90449017009.raw
90450017009.raw
90559017009.raw
90560017009.raw
90564017009.raw
90567017009.raw
90571017009.raw
90576017009.raw
90578017009.raw
90581017009.raw
90585017009.raw
90587017009.raw
IPE_Reference_WAT.raw
IPE_Reference_WAT02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_WAT.raw
SED_Reference_WAT02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST002647
No raw data detected. Ignoring ST002647
Processing  ST000546
Initiating REDU-table generation for AN000832
Rest length is 13
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN000833
Rest length is 13
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000546
rawdata
R1_60exp1.raw
ST000546
rawdata
R1_60exp2.raw
ST000546
rawdata
R1_60exp3.raw
ST000546
rawdata
R2_60exp1.raw
ST000546
rawdata
R2_60exp2.raw
ST000546
rawdata
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▍   | 2041/3150 [2:33:59<26:02,  1.41s/it]R2_60exp3.raw
ST000546
rawdata
S_60exp1.raw
ST000546
rawdata
S_60exp2.raw
ST000546
rawdata
S_60exp3.raw
ST000546
rawdata
URBCS_exp1.raw
ST000546
rawdata
URBCS_exp2.raw
ST000546
rawdata
URBCS_exp3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000317
No raw data detected. Ignoring ST000317
Processing  ST003044
Initiating REDU-table generation for AN004993
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches:  50%|█████     | 25/50 [00:00<00:00, 248.98it/s]

Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 247.72it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 247.62it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004994
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches:  50%|█████     | 25/50 [00:00<00:00, 241.93it/s]

Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 246.18it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 245.32it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▍   | 2043/3150 [2:34:03<29:11,  1.58s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▍   | 2045/3150 [2:34:05<26:02,  1.41s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▍   | 2047/3150 [2:35:13<3:23:31, 11.07s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
negative raw files - plasma
DS1-28-01-.raw
negative raw files - plasma
DS1-28-02-.raw
negative raw files - plasma
DS1-28-03-.raw
negative raw files - plasma
DS1-28-04-.raw
negative raw files - plasma
DS1-28-05-.raw
negative raw files - plasma
DS1-28-06-.raw
negative raw files - plasma
DS1-28-07-.raw
negative raw files - plasma
DS1-28-08-.raw
negative raw files - plasma
DS1-28-09-.raw
negative raw files - plasma
DS1-28-10-.raw
negative raw files - plasma
DS1-28-11-.raw
negative raw files - plasma
DS1-28-12-.raw
negative raw files - plasma
DS1-28-13-.raw
negative raw files - plasma
DS1-28-14-.raw
negative raw files - plasma
DS1-28-15-.raw
negative raw files - plasma
DS1-28-16-.raw
negative raw files - plasma
DS1-28-17-.raw
negative raw files - plasma
DS1-28-18-.raw
negative raw files - plasma
DS1-28-19-.raw
negative raw files - plasma
DS1-28-20-.raw
negative raw files - plasma
DS1-28-21-.raw
negative raw files - plasma
DS1-28-25-.raw
negative raw files - plasma
DS1-28-26-.raw
negative raw files - plasma
DS1-28-27-.raw
negative raw files - plasma
DS1-28-28-.raw
negative raw files - plasma
DS1-28-29-.raw
negative raw files - plasma
DS1-28-30-.raw
negative raw files - plasma
DS1-28-34-.raw
negative raw files - plasma
DS1-28-35-.raw
negative raw files - plasma
DS1-28-36-.raw
negative raw files - plasma
DS1-28-37-.raw
negative raw files - plasma
DS1-28-38-.raw
negative raw files - plasma
DS1-28-39-.raw
negative raw files - plasma
DS1-28-40-.raw
negative raw files - plasma
DS1-28-41-.raw
negative raw files - plasma
DS1-28-42-.raw
negative raw files - plasma
DS1-28-43-.raw
negative raw files - plasma
DS1-28-44-.raw
negative raw files - plasma
DS1-28-45-.raw
negative raw files - plasma
DS1-28-46-.raw
negative raw files - plasma
DS1-28-47-.raw
negative raw files - plasma
DS1-28-48-.raw
negative raw files - plasma
DS1-28-49-.raw
negative raw files - plasma
DS1-28-50-.raw
negative raw files - plasma
DS1-28-51-.raw
negative raw files - plasma
DS1-28-52-.raw
negative raw files - plasma
DS1-28-53-.raw
negative raw files - plasma
DS1-28-54-.raw
negative raw files - plasma
DS1-28-55-.raw
negative raw files - plasma
DS1-28-56-.raw
positive raw files - plasma
DS1-28-01+.raw
positive raw files - plasma
DS1-28-02+.raw
positive raw files - plasma
DS1-28-03+.raw
positive raw files - plasma
DS1-28-04+.raw
positive raw files - plasma
DS1-28-05+.raw
positive raw files - plasma
DS1-28-06+.raw
positive raw files - plasma
DS1-28-07+.raw
positive raw files - plasma
DS1-28-08+.raw
positive raw files - plasma
DS1-28-09+.raw
positive raw files - plasma
DS1-28-10+.raw
positive raw files - plasma
DS1-28-11+.raw
positive raw files - plasma
DS1-28-12+.raw
positive raw files - plasma
DS1-28-13+.raw
positive raw files - plasma
DS1-28-14+.raw
positive raw files - plasma
DS1-28-15+.raw
positive raw files - plasma
DS1-28-16+.raw
positive raw files - plasma
DS1-28-17+.raw
positive raw files - plasma
DS1-28-18+.raw
positive raw files - plasma
DS1-28-19+.raw
positive raw files - plasma
DS1-28-20+.raw
positive raw files - plasma
DS1-28-21+.raw
positive raw files - plasma
DS1-28-25+.raw
positive raw files - plasma
DS1-28-26+.raw
positive raw files - plasma
DS1-28-27+.raw
positive raw files - plasma
DS1-28-28+.raw
positive raw files - plasma
DS1-28-29+.raw
positive raw files - plasma
DS1-28-30+.raw
positive raw files - plasma
DS1-28-35+.raw
positive raw files - plasma
DS1-28-36+.raw
positive raw files - plasma
DS1-28-37+.raw
positive raw files - plasma
DS1-28-38+.raw
positive raw files - plasma
DS1-28-39+.raw
positive raw files - plasma
DS1-28-40+.raw
positive raw files - plasma
DS1-28-41+.raw
positive raw files - plasma
DS1-28-42+.raw
positive raw files - plasma
DS1-28-43+.raw
positive raw files - plasma
DS1-28-44+.raw
positive raw files - plasma
DS1-28-45+.raw
positive raw files - plasma
DS1-28-46+.raw
positive raw files - plasma
DS1-28-47+.raw
positive raw files - plasma
DS1-28-48+.raw
positive raw files - plasma
DS1-28-49+.raw
positive raw files - plasma
DS1-28-50+.raw
positive raw files - plasma
DS1-28-51+.raw
positive raw files - plasma
DS1-28-52+.raw
positive raw files - plasma
DS1-28-53+.raw
positive raw files - plasma
DS1-28-54+.raw
positive raw files - plasma
DS1-28-55+.raw
positive raw files - plasma
DS1-28-56+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 99 rows!
Extracted information for 99 samples.
Processing  ST000145
No raw data detected. Ignoring ST000145
Processing  ST001691
Initiating REDU-table generation for AN002761
Rest length is 4
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2019_Primary_Skin_Fibroblast
01_01FibroblastSphin1_n1p_A_1.raw
2019_Primary_Skin_Fibroblast
02_02FibroblastSphin2_n1p_A_1.raw
2019_Primary_Skin_Fibroblast
03_03FibroblastTotal1_n1p_A_1.raw
2019_Primary_Skin_Fibroblast
04_04FibroblastTotal2_n1p_A_1.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 4 rows!
Extracted information for 4 samples.
Processing  ST000452
No raw data detected. Ignoring ST000452
Processing  ST003173
Initiating REDU-table generation for AN005207
Rest length is 39
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005208
Rest length is 39
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Apple_Pear_Hybrid_All
Apple_Fruit_R1.mzML
Apple_Pear_Hybrid_All
Apple_Fruit_R2.mzML
Apple_Pear_Hybrid_All
Apple_Fruit_R3.mzML
Apple_Pear_Hybrid_All
Apple_OldLeaves_R1.mzML
Apple_Pear_Hybrid_All
Apple_OldLeaves_R2.mzML
Apple_Pear_Hybrid_All
Apple_OldLeaves_R3.mzML
Apple_Pear_Hybrid_All
Apple_YoungLeaves_R1.mzML
Apple_Pear_Hybrid_All
Apple_YoungLeaves_R2.mzML
Apple_Pear_Hybrid_All
Apple_YoungLeaves_R3.mzML
Apple_Pear_Hybrid_All
HybAS_R1.mzML
Apple_Pear_Hybrid_All
HybAS_R2.mzML
Apple_Pear_Hybrid_All
HybAS_R3.mzML
Apple_Pear_Hybrid_All
Hybrid_Fruit_R1.mzML
Apple_Pear_Hybrid_All
Hybrid_Fruit_R2.mzML
Apple_Pear_Hybrid_All
Hybrid_Fruit_R3.mzML
Apple_Pear_Hybrid_All
Hybrid_OldLeaves_R1.mzML
Apple_Pear_Hybrid_All
Hybrid_OldLeaves_R2.mzML
Apple_Pear_Hybrid_All
Hybrid_OldLeaves_R3.mzML
Apple_Pear_Hybrid_All
Hybrid_YoungLeaves_R1.mzML
Apple_Pear_Hybrid_All
Hybrid_YoungLeaves_R2.mzML
Apple_Pear_Hybrid_All
Hybrid_YoungLeaves_R3.mzML
Apple_Pear_Hybrid_All
MdAS1_R1.mzML
Apple_Pear_Hybrid_All
MdAS1_R2.mzML
Apple_Pear_Hybrid_All
MdAS1_R3.mzML
Apple_Pear_Hybrid_All
MdAS2_R1.mzML
Apple_Pear_Hybrid_All
MdAS2_R2.mzML
Apple_Pear_Hybrid_All
MdAS2_R3.mzML
Apple_Pear_Hybrid_All
PcAS_R1.mzML
Apple_Pear_Hybrid_All
PcAS_R2.mzML
Apple_Pear_Hybrid_All
PcAS_R3.mzML
Apple_Pear_Hybrid_All
Pear_Fruit_R1.mzML
Apple_Pear_Hybrid_All
Pear_Fruit_R2.mzML
Apple_Pear_Hybrid_All
Pear_Fruit_R3.mzML
Apple_Pear_Hybrid_All
Pear_OldLeaves_R1.mzML
Apple_Pear_Hybrid_All
Pear_OldLeaves_R2.mzML
Apple_Pear_Hybrid_All
Pear_OldLeaves_R3.mzML
Apple_Pear_Hybrid_All
Pear_YoungLeaves_R1.mzML
Apple_Pear_Hybrid_All
Pear_YoungLeaves_R2.mzML
Apple_Pear_Hybrid_All
Pear_YoungLeaves_R3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 12
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST001618
Initiating REDU-table generation for AN002653
Rest length is 336
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Opium_study_LC_MS
SP_10.raw
Opium_study_LC_MS
SP_11.raw
Opium_study_LC_MS
SP_12_1.raw
Opium_study_LC_MS
SP_12_2.raw
Opium_study_LC_MS
SP_12_3.raw
Opium_study_LC_MS
SP_13.raw
Opium_study_LC_MS
SP_14.raw
Opium_study_LC_MS
SP_15.raw
Opium_study_LC_MS
SP_16.raw
Opium_study_LC_MS
SP_17.raw
Opium_study_LC_MS
SP_18.raw
Opium_study_LC_MS
SP_1_1.raw
Opium_study_LC_MS
SP_1_2.raw
Opium_study_LC_MS
SP_1_3.raw
Opium_study_LC_MS
SP_2.raw
Opium_study_LC_MS
SP_20.raw
Opium_study_LC_MS
SP_21.raw
Opium_study_LC_MS
SP_22.raw
Opium_study_LC_MS
SP_23_1.raw
Opium_study_LC_MS
SP_23_2.raw
Opium_study_LC_MS
SP_23_3.raw
Opium_study_LC_MS
SP_24.raw
Opium_study_LC_MS
SP_25.raw
Opium_study_LC_MS
SP_26.raw
Opium_study_LC_MS
SP_27.raw
Opium_study_LC_MS
SP_28.raw
Opium_study_LC_MS
SP_29.raw
Opium_study_LC_MS
SP_3.raw
Opium_study_LC_MS
SP_30.raw
Opium_study_LC_MS
SP_31.raw
Opium_study_LC_MS
SP_32.raw
Opium_study_LC_MS
SP_33.raw
Opium_study_LC_MS
SP_4.raw
Opium_study_LC_MS
SP_5.raw
Opium_study_LC_MS
SP_6.raw
Opium_study_LC_MS
SP_7.raw
Opium_study_LC_MS
SP_8.raw
Opium_study_LC_MS
SP_9.raw
Opium_study_LC_MS
U_1.raw
Opium_study_LC_MS
U_10.raw
Opium_study_LC_MS
U_101.raw
Opium_study_LC_MS
U_103.raw
Opium_study_LC_MS
U_106.raw
Opium_study_LC_MS
U_108.raw
Opium_study_LC_MS
U_110.raw
Opium_study_LC_MS
U_112.raw
Opium_study_LC_MS
U_113.raw
Opium_study_LC_MS
U_115.raw
Opium_study_LC_MS
U_117.raw
Opium_study_LC_MS
U_118.raw
Opium_study_LC_MS
U_119.raw
Opium_study_LC_MS
U_12.raw
Opium_study_LC_MS
U_120.raw
Opium_study_LC_MS
U_122.raw
Opium_study_LC_MS
U_124.raw
Opium_study_LC_MS
U_125.raw
Opium_study_LC_MS
U_127.raw
Opium_study_LC_MS
U_13.raw
Opium_study_LC_MS
U_130.raw
Opium_study_LC_MS
U_131.raw
Opium_study_LC_MS
U_132.raw
Opium_study_LC_MS
U_133.raw
Opium_study_LC_MS
U_138.raw
Opium_study_LC_MS
U_139.raw
Opium_study_LC_MS
U_14.raw
Opium_study_LC_MS
U_140.raw
Opium_study_LC_MS
U_142.raw
Opium_study_LC_MS
U_144.raw
Opium_study_LC_MS
U_145.raw
Opium_study_LC_MS
U_146.raw
Opium_study_LC_MS
U_147.raw
Opium_study_LC_MS
U_148.raw
Opium_study_LC_MS
U_15.raw
Opium_study_LC_MS
U_151.raw
Opium_study_LC_MS
U_152.raw
Opium_study_LC_MS
U_153.raw
Opium_study_LC_MS
U_154.raw
Opium_study_LC_MS
U_156.raw
Opium_study_LC_MS
U_157.raw
Opium_study_LC_MS
U_16.raw
Opium_study_LC_MS
U_163.raw
Opium_study_LC_MS
U_165.raw
Opium_study_LC_MS
U_166.raw
Opium_study_LC_MS
U_167.raw
Opium_study_LC_MS
U_168.raw
Opium_study_LC_MS
U_169.raw
Opium_study_LC_MS
U_17.raw
Opium_study_LC_MS
U_175.raw
Opium_study_LC_MS
U_176.raw
Opium_study_LC_MS
U_183.raw
Opium_study_LC_MS
U_184.raw
Opium_study_LC_MS
U_186.raw
Opium_study_LC_MS
U_188.raw
Opium_study_LC_MS
U_19.raw
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U_190.raw
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U_192.raw
Opium_study_LC_MS
U_193.raw
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
U_229.raw
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U_238.raw
Opium_study_LC_MS
U_239.raw
Opium_study_LC_MS
U_25.raw
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Opium_study_LC_MS
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Opium_study_LC_MS
U_258.raw
Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
U_268.raw
Opium_study_LC_MS
U_271.raw
Opium_study_LC_MS
U_272.raw
Opium_study_LC_MS
U_273.raw
Opium_study_LC_MS
U_276.raw
Opium_study_LC_MS
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Opium_study_LC_MS
U_278.raw
Opium_study_LC_MS
U_279.raw
Opium_study_LC_MS
U_281.raw
Opium_study_LC_MS
U_282.raw
Opium_study_LC_MS
U_283.raw
Opium_study_LC_MS
U_285.raw
Opium_study_LC_MS
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Opium_study_LC_MS
U_29.raw
Opium_study_LC_MS
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Opium_study_LC_MS
U_292.raw
Opium_study_LC_MS
U_293.raw
Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
U_301.raw
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U_302.raw
Opium_study_LC_MS
U_303.raw
Opium_study_LC_MS
U_304.raw
Opium_study_LC_MS
U_305.raw
Opium_study_LC_MS
U_307.raw
Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
U_310.raw
Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
U_341.raw
Opium_study_LC_MS
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U_344.raw
Opium_study_LC_MS
U_345.raw
Opium_study_LC_MS
U_348.raw
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U_352.raw
Opium_study_LC_MS
U_353.raw
Opium_study_LC_MS
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U_356.raw
Opium_study_LC_MS
U_357.raw
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
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Opium_study_LC_MS
U_368.raw
Opium_study_LC_MS
U_369.raw
Opium_study_LC_MS
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Opium_study_LC_MS
U_371.raw
Opium_study_LC_MS
U_372.raw
Opium_study_LC_MS
U_373.raw
Opium_study_LC_MS
U_374.raw
Opium_study_LC_MS
U_376.raw
Opium_study_LC_MS
U_379.raw
Opium_study_LC_MS
U_38.raw
Opium_study_LC_MS
U_380.raw
Opium_study_LC_MS
U_384.raw
Opium_study_LC_MS
U_387.raw
Opium_study_LC_MS
U_388.raw
Opium_study_LC_MS
U_39.raw
Opium_study_LC_MS
U_391.raw
Opium_study_LC_MS
U_396.raw
Opium_study_LC_MS
U_397.raw
Opium_study_LC_MS
U_399.raw
Opium_study_LC_MS
U_4.raw
Opium_study_LC_MS
U_40.raw
Opium_study_LC_MS
U_400.raw
Opium_study_LC_MS
U_402.raw
Opium_study_LC_MS
U_405.raw
Opium_study_LC_MS
U_407.raw
Opium_study_LC_MS
U_408.raw
Opium_study_LC_MS
U_409.raw
Opium_study_LC_MS
U_41.raw
Opium_study_LC_MS
U_410.raw
Opium_study_LC_MS
U_411.raw
Opium_study_LC_MS
U_412.raw
Opium_study_LC_MS
U_414.raw
Opium_study_LC_MS
U_415.raw
Opium_study_LC_MS
U_418.raw
Opium_study_LC_MS
U_42.raw
Opium_study_LC_MS
U_423.raw
Opium_study_LC_MS
U_424.raw
Opium_study_LC_MS
U_428.raw
Opium_study_LC_MS
U_429.raw
Opium_study_LC_MS
U_43.raw
Opium_study_LC_MS
U_430.raw
Opium_study_LC_MS
U_431.raw
Opium_study_LC_MS
U_432.raw
Opium_study_LC_MS
U_436.raw
Opium_study_LC_MS
U_44.raw
Opium_study_LC_MS
U_441.raw
Opium_study_LC_MS
U_442.raw
Opium_study_LC_MS
U_445.raw
Opium_study_LC_MS
U_447.raw
Opium_study_LC_MS
U_448.raw
Opium_study_LC_MS
U_45.raw
Opium_study_LC_MS
U_451.raw
Opium_study_LC_MS
U_452.raw
Opium_study_LC_MS
U_453.raw
Opium_study_LC_MS
U_454.raw
Opium_study_LC_MS
U_457.raw
Opium_study_LC_MS
U_458.raw
Opium_study_LC_MS
U_459.raw
Opium_study_LC_MS
U_463.raw
Opium_study_LC_MS
U_464.raw
Opium_study_LC_MS
U_466.raw
Opium_study_LC_MS
U_467.raw
Opium_study_LC_MS
U_469.raw
Opium_study_LC_MS
U_473.raw
Opium_study_LC_MS
U_476.raw
Opium_study_LC_MS
U_48.raw
Opium_study_LC_MS
U_480.raw
Opium_study_LC_MS
U_481.raw
Opium_study_LC_MS
U_482.raw
Opium_study_LC_MS
U_485.raw
Opium_study_LC_MS
U_489.raw
Opium_study_LC_MS
U_491.raw
Opium_study_LC_MS
U_493.raw
Opium_study_LC_MS
U_494.raw
Opium_study_LC_MS
U_495.raw
Opium_study_LC_MS
U_497.raw
Opium_study_LC_MS
U_498.raw
Opium_study_LC_MS
U_499.raw
Opium_study_LC_MS
U_5.raw
Opium_study_LC_MS
U_505.raw
Opium_study_LC_MS
U_507.raw
Opium_study_LC_MS
U_508.raw
Opium_study_LC_MS
U_51.raw
Opium_study_LC_MS
U_510.raw
Opium_study_LC_MS
U_511.raw
Opium_study_LC_MS
U_513.raw
Opium_study_LC_MS
U_515.raw
Opium_study_LC_MS
U_516.raw
Opium_study_LC_MS
U_518.raw
Opium_study_LC_MS
U_519.raw
Opium_study_LC_MS
U_52.raw
Opium_study_LC_MS
U_520.raw
Opium_study_LC_MS
U_521.raw
Opium_study_LC_MS
U_522.raw
Opium_study_LC_MS
U_523.raw
Opium_study_LC_MS
U_524.raw
Opium_study_LC_MS
U_525.raw
Opium_study_LC_MS
U_526.raw
Opium_study_LC_MS
U_527.raw
Opium_study_LC_MS
U_528.raw
Opium_study_LC_MS
U_529.raw
Opium_study_LC_MS
U_53.raw
Opium_study_LC_MS
U_530.raw
Opium_study_LC_MS
U_57.raw
Opium_study_LC_MS
U_58.raw
Opium_study_LC_MS
U_59.raw
Opium_study_LC_MS
U_6.raw
Opium_study_LC_MS
U_60.raw
Opium_study_LC_MS
U_62.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▌   | 2048/3150 [2:35:17<3:00:25,  9.82s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▌   | 2049/3150 [2:35:19<2:31:47,  8.27s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▌   | 2052/3150 [2:35:23<1:33:35,  5.11s/it]
 65%|██████▌   | 2053/3150 [2:35:25<1:20:44,  4.42s/it]
Opium_study_LC_MS
U_63.raw
Opium_study_LC_MS
U_64.raw
Opium_study_LC_MS
U_65.raw
Opium_study_LC_MS
U_67.raw
Opium_study_LC_MS
U_71.raw
Opium_study_LC_MS
U_76.raw
Opium_study_LC_MS
U_8.raw
Opium_study_LC_MS
U_80.raw
Opium_study_LC_MS
U_81.raw
Opium_study_LC_MS
U_82.raw
Opium_study_LC_MS
U_83.raw
Opium_study_LC_MS
U_84.raw
Opium_study_LC_MS
U_85.raw
Opium_study_LC_MS
U_86.raw
Opium_study_LC_MS
U_87.raw
Opium_study_LC_MS
U_88.raw
Opium_study_LC_MS
U_89.raw
Opium_study_LC_MS
U_9.raw
Opium_study_LC_MS
U_90.raw
Opium_study_LC_MS
U_91.raw
Opium_study_LC_MS
U_92.raw
Opium_study_LC_MS
U_93.raw
Opium_study_LC_MS
U_94.raw
Opium_study_LC_MS
U_97.raw
Opium_study_LC_MS
U_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 333 rows!
Extracted information for 333 samples.
Processing  ST002897
Initiating REDU-table generation for AN004756
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20220615_AM_Inhibitor48hr_KM_AM754.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM755.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM756.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM757.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM758.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM759.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM760.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM761.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM762.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM763.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM764.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM765.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000791
No raw data detected. Ignoring ST000791
Processing  ST000856
No raw data detected. Ignoring ST000856
Processing  ST001384
Initiating REDU-table generation for AN002308
Rest length is 37
raw file key found.
Initiating REDU-table generation for AN002309
Rest length is 37
raw file key found.
Initiating REDU-table generation for AN002310
Rest length is 37
raw file key found.
Initiating REDU-table generation for AN002311
Rest length is 37
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Andrade et al Plasma 2018
AqNEG_Orbi
a244.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a308.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a320.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a325.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a326.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a334.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a351.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a355.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a357.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a373.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a388.raw
Andrade et al Plasma 2018
AqNEG_Orbi
a448.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b161.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b170.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b224.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b262.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b322.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b332.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b371.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b385.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b391.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b400.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b443.raw
Andrade et al Plasma 2018
AqNEG_Orbi
b459.raw
Andrade et al Plasma 2018
AqNEG_Orbi
blank1.raw
Andrade et al Plasma 2018
AqNEG_Orbi
blank2.raw
Andrade et al Plasma 2018
AqNEG_Orbi
blank3.raw
Andrade et al Plasma 2018
AqNEG_Orbi
blank4.raw
Andrade et al Plasma 2018
AqNEG_Orbi
poola1.raw
Andrade et al Plasma 2018
AqNEG_Orbi
poola2.raw
Andrade et al Plasma 2018
AqNEG_Orbi
poola3.raw
Andrade et al Plasma 2018
AqNEG_Orbi
poolb1.raw
Andrade et al Plasma 2018
AqNEG_Orbi
poolb2.raw
Andrade et al Plasma 2018
AqNEG_Orbi
poolb3.raw
Andrade et al Plasma 2018
AqNEG_Orbi
qc1.raw
Andrade et al Plasma 2018
AqNEG_Orbi
qc2.raw
Andrade et al Plasma 2018
AqNEG_Orbi
qc3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 37 rows!
Extracted information for 37 samples.
Processing  ST001048
Initiating REDU-table generation for AN001716
Rest length is 190
Adding raw data not present in REST for sample Matrix_Blank_b1_014 named GD_014_matrix1_ZHP_DB1
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN001717
Rest length is 190
Adding raw data not present in REST for sample Matrix_Blank_b1_014 named GD_014_matrix1_ZHP_DB1
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST002180
Initiating REDU-table generation for AN003570
Rest length is 335
raw file key found.
Initiating REDU-table generation for AN003571
Rest length is 335
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DT3132_Data
Method_1_DMS
1.mzML
DT3132_Data
Method_1_DMS
100.mzML
DT3132_Data
Method_1_DMS
101.mzML
DT3132_Data
Method_1_DMS
102.mzML
DT3132_Data
Method_1_DMS
103.mzML
DT3132_Data
Method_1_DMS
104.mzML
DT3132_Data
Method_1_DMS
105.mzML
DT3132_Data
Method_1_DMS
106.mzML
DT3132_Data
Method_1_DMS
107.mzML
DT3132_Data
Method_1_DMS
108.mzML
DT3132_Data
Method_1_DMS
109.mzML
DT3132_Data
Method_1_DMS
11.mzML
DT3132_Data
Method_1_DMS
110.mzML
DT3132_Data
Method_1_DMS
111.mzML
DT3132_Data
Method_1_DMS
112.mzML
DT3132_Data
Method_1_DMS
113.mzML
DT3132_Data
Method_1_DMS
114.mzML
DT3132_Data
Method_1_DMS
115.mzML
DT3132_Data
Method_1_DMS
116.mzML
DT3132_Data
Method_1_DMS
117.mzML
DT3132_Data
Method_1_DMS
118.mzML
DT3132_Data
Method_1_DMS
119.mzML
DT3132_Data
Method_1_DMS
12.mzML
DT3132_Data
Method_1_DMS
120.mzML
DT3132_Data
Method_1_DMS
122.mzML
DT3132_Data
Method_1_DMS
124.mzML
DT3132_Data
Method_1_DMS
126.mzML
DT3132_Data
Method_1_DMS
127.mzML
DT3132_Data
Method_1_DMS
128.mzML
DT3132_Data
Method_1_DMS
129.mzML
DT3132_Data
Method_1_DMS
130.mzML
DT3132_Data
Method_1_DMS
131.mzML
DT3132_Data
Method_1_DMS
132.mzML
DT3132_Data
Method_1_DMS
133.mzML
DT3132_Data
Method_1_DMS
134.mzML
DT3132_Data
Method_1_DMS
135.mzML
DT3132_Data
Method_1_DMS
136.mzML
DT3132_Data
Method_1_DMS
137.mzML
DT3132_Data
Method_1_DMS
138.mzML
DT3132_Data
Method_1_DMS
139.mzML
DT3132_Data
Method_1_DMS
14.mzML
DT3132_Data
Method_1_DMS
140.mzML
DT3132_Data
Method_1_DMS
141.mzML
DT3132_Data
Method_1_DMS
142.mzML
DT3132_Data
Method_1_DMS
143.mzML
DT3132_Data
Method_1_DMS
144.mzML
DT3132_Data
Method_1_DMS
145.mzML
DT3132_Data
Method_1_DMS
146.mzML
DT3132_Data
Method_1_DMS
147.mzML
DT3132_Data
Method_1_DMS
148.mzML
DT3132_Data
Method_1_DMS
149.mzML
DT3132_Data
Method_1_DMS
15.mzML
DT3132_Data
Method_1_DMS
150.mzML
DT3132_Data
Method_1_DMS
151.mzML
DT3132_Data
Method_1_DMS
152.mzML
DT3132_Data
Method_1_DMS
153.mzML
DT3132_Data
Method_1_DMS
154.mzML
DT3132_Data
Method_1_DMS
155.mzML
DT3132_Data
Method_1_DMS
156.mzML
DT3132_Data
Method_1_DMS
157.mzML
DT3132_Data
Method_1_DMS
158.mzML
DT3132_Data
Method_1_DMS
159.mzML
DT3132_Data
Method_1_DMS
16.mzML
DT3132_Data
Method_1_DMS
161.mzML
DT3132_Data
Method_1_DMS
163.mzML
DT3132_Data
Method_1_DMS
164.mzML
DT3132_Data
Method_1_DMS
165.mzML
DT3132_Data
Method_1_DMS
166.mzML
DT3132_Data
Method_1_DMS
167.mzML
DT3132_Data
Method_1_DMS
168.mzML
DT3132_Data
Method_1_DMS
169.mzML
DT3132_Data
Method_1_DMS
17.mzML
DT3132_Data
Method_1_DMS
170.mzML
DT3132_Data
Method_1_DMS
171.mzML
DT3132_Data
Method_1_DMS
172.mzML
DT3132_Data
Method_1_DMS
173.mzML
DT3132_Data
Method_1_DMS
174.mzML
DT3132_Data
Method_1_DMS
175.mzML
DT3132_Data
Method_1_DMS
176.mzML
DT3132_Data
Method_1_DMS
177.mzML
DT3132_Data
Method_1_DMS
178.mzML
DT3132_Data
Method_1_DMS
179.mzML
DT3132_Data
Method_1_DMS
18.mzML
DT3132_Data
Method_1_DMS
180.mzML
DT3132_Data
Method_1_DMS
181.mzML
DT3132_Data
Method_1_DMS
182.mzML
DT3132_Data
Method_1_DMS
183.mzML
DT3132_Data
Method_1_DMS
184.mzML
DT3132_Data
Method_1_DMS
185.mzML
DT3132_Data
Method_1_DMS
186.mzML
DT3132_Data
Method_1_DMS
188.mzML
DT3132_Data
Method_1_DMS
189.mzML
DT3132_Data
Method_1_DMS
19.mzML
DT3132_Data
Method_1_DMS
190.mzML
DT3132_Data
Method_1_DMS
191.mzML
DT3132_Data
Method_1_DMS
192.mzML
DT3132_Data
Method_1_DMS
193.mzML
DT3132_Data
Method_1_DMS
194.mzML
DT3132_Data
Method_1_DMS
195.mzML
DT3132_Data
Method_1_DMS
197.mzML
DT3132_Data
Method_1_DMS
198.mzML
DT3132_Data
Method_1_DMS
199.mzML
DT3132_Data
Method_1_DMS
2.mzML
DT3132_Data
Method_1_DMS
20.mzML
DT3132_Data
Method_1_DMS
201.mzML
DT3132_Data
Method_1_DMS
203.mzML
DT3132_Data
Method_1_DMS
204.mzML
DT3132_Data
Method_1_DMS
205.mzML
DT3132_Data
Method_1_DMS
206.mzML
DT3132_Data
Method_1_DMS
207.mzML
DT3132_Data
Method_1_DMS
208.mzML
DT3132_Data
Method_1_DMS
209.mzML
DT3132_Data
Method_1_DMS
21.mzML
DT3132_Data
Method_1_DMS
210.mzML
DT3132_Data
Method_1_DMS
211.mzML
DT3132_Data
Method_1_DMS
213.mzML
DT3132_Data
Method_1_DMS
214.mzML
DT3132_Data
Method_1_DMS
215.mzML
DT3132_Data
Method_1_DMS
216.mzML
DT3132_Data
Method_1_DMS
217.mzML
DT3132_Data
Method_1_DMS
218.mzML
DT3132_Data
Method_1_DMS
219.mzML
DT3132_Data
Method_1_DMS
22.mzML
DT3132_Data
Method_1_DMS
220.mzML
DT3132_Data
Method_1_DMS
221.mzML
DT3132_Data
Method_1_DMS
222.mzML
DT3132_Data
Method_1_DMS
223.mzML
DT3132_Data
Method_1_DMS
224.mzML
DT3132_Data
Method_1_DMS
225.mzML
DT3132_Data
Method_1_DMS
226.mzML
DT3132_Data
Method_1_DMS
227.mzML
DT3132_Data
Method_1_DMS
228.mzML
DT3132_Data
Method_1_DMS
229.mzML
DT3132_Data
Method_1_DMS
23.mzML
DT3132_Data
Method_1_DMS
230.mzML
DT3132_Data
Method_1_DMS
231.mzML
DT3132_Data
Method_1_DMS
232.mzML
DT3132_Data
Method_1_DMS
233.mzML
DT3132_Data
Method_1_DMS
234.mzML
DT3132_Data
Method_1_DMS
235.mzML
DT3132_Data
Method_1_DMS
237.mzML
DT3132_Data
Method_1_DMS
238.mzML
DT3132_Data
Method_1_DMS
239.mzML
DT3132_Data
Method_1_DMS
24.mzML
DT3132_Data
Method_1_DMS
240.mzML
DT3132_Data
Method_1_DMS
242.mzML
DT3132_Data
Method_1_DMS
243.mzML
DT3132_Data
Method_1_DMS
244.mzML
DT3132_Data
Method_1_DMS
245.mzML
DT3132_Data
Method_1_DMS
246.mzML
DT3132_Data
Method_1_DMS
248.mzML
DT3132_Data
Method_1_DMS
249.mzML
DT3132_Data
Method_1_DMS
25.mzML
DT3132_Data
Method_1_DMS
250.mzML
DT3132_Data
Method_1_DMS
251.mzML
DT3132_Data
Method_1_DMS
252.mzML
DT3132_Data
Method_1_DMS
253.mzML
DT3132_Data
Method_1_DMS
254.mzML
DT3132_Data
Method_1_DMS
255.mzML
DT3132_Data
Method_1_DMS
256.mzML
DT3132_Data
Method_1_DMS
257.mzML
DT3132_Data
Method_1_DMS
258.mzML
DT3132_Data
Method_1_DMS
259.mzML
DT3132_Data
Method_1_DMS
26.mzML
DT3132_Data
Method_1_DMS
260.mzML
DT3132_Data
Method_1_DMS
261.mzML
DT3132_Data
Method_1_DMS
262.mzML
DT3132_Data
Method_1_DMS
263.mzML
DT3132_Data
Method_1_DMS
264.mzML
DT3132_Data
Method_1_DMS
265.mzML
DT3132_Data
Method_1_DMS
266.mzML
DT3132_Data
Method_1_DMS
267.mzML
DT3132_Data
Method_1_DMS
268.mzML
DT3132_Data
Method_1_DMS
269.mzML
DT3132_Data
Method_1_DMS
27.mzML
DT3132_Data
Method_1_DMS
270.mzML
DT3132_Data
Method_1_DMS
271.mzML
DT3132_Data
Method_1_DMS
272.mzML
DT3132_Data
Method_1_DMS
273.mzML
DT3132_Data
Method_1_DMS
274.mzML
DT3132_Data
Method_1_DMS
275.mzML
DT3132_Data
Method_1_DMS
276.mzML
DT3132_Data
Method_1_DMS
277.mzML
DT3132_Data
Method_1_DMS
278.mzML
DT3132_Data
Method_1_DMS
279.mzML
DT3132_Data
Method_1_DMS
28.mzML
DT3132_Data
Method_1_DMS
280.mzML
DT3132_Data
Method_1_DMS
281.mzML
DT3132_Data
Method_1_DMS
282.mzML
DT3132_Data
Method_1_DMS
283.mzML
DT3132_Data
Method_1_DMS
284.mzML
DT3132_Data
Method_1_DMS
285.mzML
DT3132_Data
Method_1_DMS
286.mzML
DT3132_Data
Method_1_DMS
287.mzML
DT3132_Data
Method_1_DMS
288.mzML
DT3132_Data
Method_1_DMS
289.mzML
DT3132_Data
Method_1_DMS
29.mzML
DT3132_Data
Method_1_DMS
290.mzML
DT3132_Data
Method_1_DMS
291.mzML
DT3132_Data
Method_1_DMS
292.mzML
DT3132_Data
Method_1_DMS
293.mzML
DT3132_Data
Method_1_DMS
294.mzML
DT3132_Data
Method_1_DMS
295.mzML
DT3132_Data
Method_1_DMS
296.mzML
DT3132_Data
Method_1_DMS
297.mzML
DT3132_Data
Method_1_DMS
298.mzML
DT3132_Data
Method_1_DMS
299.mzML
DT3132_Data
Method_1_DMS
3.mzML
DT3132_Data
Method_1_DMS
30.mzML
DT3132_Data
Method_1_DMS
300.mzML
DT3132_Data
Method_1_DMS
301.mzML
DT3132_Data
Method_1_DMS
303.mzML
DT3132_Data
Method_1_DMS
304.mzML
DT3132_Data
Method_1_DMS
305.mzML
DT3132_Data
Method_1_DMS
306.mzML
DT3132_Data
Method_1_DMS
307.mzML
DT3132_Data
Method_1_DMS
308.mzML
DT3132_Data
Method_1_DMS
309.mzML
DT3132_Data
Method_1_DMS
31.mzML
DT3132_Data
Method_1_DMS
310.mzML
DT3132_Data
Method_1_DMS
311.mzML
DT3132_Data
Method_1_DMS
312.mzML
DT3132_Data
Method_1_DMS
313.mzML
DT3132_Data
Method_1_DMS
314.mzML
DT3132_Data
Method_1_DMS
315.mzML
DT3132_Data
Method_1_DMS
316.mzML
DT3132_Data
Method_1_DMS
317.mzML
DT3132_Data
Method_1_DMS
319.mzML
DT3132_Data
Method_1_DMS
32.mzML
DT3132_Data
Method_1_DMS
320.mzML
DT3132_Data
Method_1_DMS
321.mzML
DT3132_Data
Method_1_DMS
322.mzML
DT3132_Data
Method_1_DMS
323.mzML
DT3132_Data
Method_1_DMS
324.mzML
DT3132_Data
Method_1_DMS
325.mzML
DT3132_Data
Method_1_DMS
326.mzML
DT3132_Data
Method_1_DMS
327.mzML
DT3132_Data
Method_1_DMS
328.mzML
DT3132_Data
Method_1_DMS
329.mzML
DT3132_Data
Method_1_DMS
33.mzML
DT3132_Data
Method_1_DMS
330.mzML
DT3132_Data
Method_1_DMS
331.mzML
DT3132_Data
Method_1_DMS
332.mzML
DT3132_Data
Method_1_DMS
333.mzML
DT3132_Data
Method_1_DMS
334.mzML
DT3132_Data
Method_1_DMS
335.mzML
DT3132_Data
Method_1_DMS
336.mzML
DT3132_Data
Method_1_DMS
337.mzML
DT3132_Data
Method_1_DMS
338.mzML
DT3132_Data
Method_1_DMS
339.mzML
DT3132_Data
Method_1_DMS
34.mzML
DT3132_Data
Method_1_DMS
340.mzML
DT3132_Data
Method_1_DMS
341.mzML
DT3132_Data
Method_1_DMS
342.mzML
DT3132_Data
Method_1_DMS
343.mzML
DT3132_Data
Method_1_DMS
345.mzML
DT3132_Data
Method_1_DMS
346.mzML
DT3132_Data
Method_1_DMS
347.mzML
DT3132_Data
Method_1_DMS
348.mzML
DT3132_Data
Method_1_DMS
349.mzML
DT3132_Data
Method_1_DMS
35.mzML
DT3132_Data
Method_1_DMS
350.mzML
DT3132_Data
Method_1_DMS
351.mzML
DT3132_Data
Method_1_DMS
352.mzML
DT3132_Data
Method_1_DMS
354.mzML
DT3132_Data
Method_1_DMS
355.mzML
DT3132_Data
Method_1_DMS
356.mzML
DT3132_Data
Method_1_DMS
357.mzML
DT3132_Data
Method_1_DMS
358.mzML
DT3132_Data
Method_1_DMS
36.mzML
DT3132_Data
Method_1_DMS
37.mzML
DT3132_Data
Method_1_DMS
38.mzML
DT3132_Data
Method_1_DMS
39.mzML
DT3132_Data
Method_1_DMS
4.mzML
DT3132_Data
Method_1_DMS
40.mzML
DT3132_Data
Method_1_DMS
41.mzML
DT3132_Data
Method_1_DMS
42.mzML
DT3132_Data
Method_1_DMS
43.mzML
DT3132_Data
Method_1_DMS
44.mzML
DT3132_Data
Method_1_DMS
45.mzML
DT3132_Data
Method_1_DMS
46.mzML
DT3132_Data
Method_1_DMS
47.mzML
DT3132_Data
Method_1_DMS
48.mzML
DT3132_Data
Method_1_DMS
49.mzML
DT3132_Data
Method_1_DMS
5.mzML
DT3132_Data
Method_1_DMS
50.mzML
DT3132_Data
Method_1_DMS
51.mzML
DT3132_Data
Method_1_DMS
52.mzML
DT3132_Data
Method_1_DMS
53.mzML
DT3132_Data
Method_1_DMS
54.mzML
DT3132_Data
Method_1_DMS
55.mzML
DT3132_Data
Method_1_DMS
56.mzML
DT3132_Data
Method_1_DMS
57.mzML
DT3132_Data
Method_1_DMS
58.mzML
DT3132_Data
Method_1_DMS
59.mzML
DT3132_Data
Method_1_DMS
6.mzML
DT3132_Data
Method_1_DMS
60.mzML
DT3132_Data
Method_1_DMS
61.mzML
DT3132_Data
Method_1_DMS
62.mzML
DT3132_Data
Method_1_DMS
63.mzML
DT3132_Data
Method_1_DMS
64.mzML
DT3132_Data
Method_1_DMS
67.mzML
DT3132_Data
Method_1_DMS
68.mzML
DT3132_Data
Method_1_DMS
69.mzML
DT3132_Data
Method_1_DMS
70.mzML
DT3132_Data
Method_1_DMS
71.mzML
DT3132_Data
Method_1_DMS
73.mzML
DT3132_Data
Method_1_DMS
74.mzML
DT3132_Data
Method_1_DMS
75.mzML
DT3132_Data
Method_1_DMS
76.mzML
DT3132_Data
Method_1_DMS
77.mzML
DT3132_Data
Method_1_DMS
78.mzML
DT3132_Data
Method_1_DMS
79.mzML
DT3132_Data
Method_1_DMS
8.mzML
DT3132_Data
Method_1_DMS
80.mzML
DT3132_Data
Method_1_DMS
81.mzML
DT3132_Data
Method_1_DMS
82.mzML
DT3132_Data
Method_1_DMS
83.mzML
DT3132_Data
Method_1_DMS
84.mzML
DT3132_Data
Method_1_DMS
85.mzML
DT3132_Data
Method_1_DMS
86.mzML
DT3132_Data
Method_1_DMS
87.mzML
DT3132_Data
Method_1_DMS
88.mzML
DT3132_Data
Method_1_DMS
89.mzML
DT3132_Data
Method_1_DMS
9.mzML
DT3132_Data
Method_1_DMS
90.mzML
DT3132_Data
Method_1_DMS
91.mzML
DT3132_Data
Method_1_DMS
92.mzML
DT3132_Data
Method_1_DMS
93.mzML
DT3132_Data
Method_1_DMS
94.mzML
DT3132_Data
Method_1_DMS
95.mzML
DT3132_Data
Method_1_DMS
96.mzML
DT3132_Data
Method_1_DMS
97.mzML
DT3132_Data
Method_1_DMS
98.mzML
DT3132_Data
Method_1_DMS
99.mzML
DT3132_Data
Method_2_noDMS
1.mzML
DT3132_Data
Method_2_noDMS
100.mzML
DT3132_Data
Method_2_noDMS
101.mzML
DT3132_Data
Method_2_noDMS
102.mzML
DT3132_Data
Method_2_noDMS
103.mzML
DT3132_Data
Method_2_noDMS
104.mzML
DT3132_Data
Method_2_noDMS
105.mzML
DT3132_Data
Method_2_noDMS
106.mzML
DT3132_Data
Method_2_noDMS
107.mzML
DT3132_Data
Method_2_noDMS
108.mzML
DT3132_Data
Method_2_noDMS
109.mzML
DT3132_Data
Method_2_noDMS
11.mzML
DT3132_Data
Method_2_noDMS
110.mzML
DT3132_Data
Method_2_noDMS
111.mzML
DT3132_Data
Method_2_noDMS
112.mzML
DT3132_Data
Method_2_noDMS
113.mzML
DT3132_Data
Method_2_noDMS
114.mzML
DT3132_Data
Method_2_noDMS
115.mzML
DT3132_Data
Method_2_noDMS
116.mzML
DT3132_Data
Method_2_noDMS
117.mzML
DT3132_Data
Method_2_noDMS
118.mzML
DT3132_Data
Method_2_noDMS
119.mzML
DT3132_Data
Method_2_noDMS
12.mzML
DT3132_Data
Method_2_noDMS
120.mzML
DT3132_Data
Method_2_noDMS
122.mzML
DT3132_Data
Method_2_noDMS
124.mzML
DT3132_Data
Method_2_noDMS
126.mzML
DT3132_Data
Method_2_noDMS
127.mzML
DT3132_Data
Method_2_noDMS
128.mzML
DT3132_Data
Method_2_noDMS
129.mzML
DT3132_Data
Method_2_noDMS
130.mzML
DT3132_Data
Method_2_noDMS
131.mzML
DT3132_Data
Method_2_noDMS
132.mzML
DT3132_Data
Method_2_noDMS
133.mzML
DT3132_Data
Method_2_noDMS
134.mzML
DT3132_Data
Method_2_noDMS
135.mzML
DT3132_Data
Method_2_noDMS
136.mzML
DT3132_Data
Method_2_noDMS
137.mzML
DT3132_Data
Method_2_noDMS
138.mzML
DT3132_Data
Method_2_noDMS
139.mzML
DT3132_Data
Method_2_noDMS
14.mzML
DT3132_Data
Method_2_noDMS
140.mzML
DT3132_Data
Method_2_noDMS
141.mzML
DT3132_Data
Method_2_noDMS
142.mzML
DT3132_Data
Method_2_noDMS
143.mzML
DT3132_Data
Method_2_noDMS
144.mzML
DT3132_Data
Method_2_noDMS
145.mzML
DT3132_Data
Method_2_noDMS
146.mzML
DT3132_Data
Method_2_noDMS
147.mzML
DT3132_Data
Method_2_noDMS
148.mzML
DT3132_Data
Method_2_noDMS
149.mzML
DT3132_Data
Method_2_noDMS
15.mzML
DT3132_Data
Method_2_noDMS
150.mzML
DT3132_Data
Method_2_noDMS
151.mzML
DT3132_Data
Method_2_noDMS
152.mzML
DT3132_Data
Method_2_noDMS
153.mzML
DT3132_Data
Method_2_noDMS
154.mzML
DT3132_Data
Method_2_noDMS
155.mzML
DT3132_Data
Method_2_noDMS
156.mzML
DT3132_Data
Method_2_noDMS
157.mzML
DT3132_Data
Method_2_noDMS
158.mzML
DT3132_Data
Method_2_noDMS
159.mzML
DT3132_Data
Method_2_noDMS
16.mzML
DT3132_Data
Method_2_noDMS
161.mzML
DT3132_Data
Method_2_noDMS
163.mzML
DT3132_Data
Method_2_noDMS
164.mzML
DT3132_Data
Method_2_noDMS
165.mzML
DT3132_Data
Method_2_noDMS
166.mzML
DT3132_Data
Method_2_noDMS
167.mzML
DT3132_Data
Method_2_noDMS
168.mzML
DT3132_Data
Method_2_noDMS
169.mzML
DT3132_Data
Method_2_noDMS
17.mzML
DT3132_Data
Method_2_noDMS
170.mzML
DT3132_Data
Method_2_noDMS
171.mzML
DT3132_Data
Method_2_noDMS
172.mzML
DT3132_Data
Method_2_noDMS
173.mzML
DT3132_Data
Method_2_noDMS
174.mzML
DT3132_Data
Method_2_noDMS
175.mzML
DT3132_Data
Method_2_noDMS
176.mzML
DT3132_Data
Method_2_noDMS
177.mzML
DT3132_Data
Method_2_noDMS
178.mzML
DT3132_Data
Method_2_noDMS
179.mzML
DT3132_Data
Method_2_noDMS
18.mzML
DT3132_Data
Method_2_noDMS
180.mzML
DT3132_Data
Method_2_noDMS
181.mzML
DT3132_Data
Method_2_noDMS
182.mzML
DT3132_Data
Method_2_noDMS
183.mzML
DT3132_Data
Method_2_noDMS
184.mzML
DT3132_Data
Method_2_noDMS
185.mzML
DT3132_Data
Method_2_noDMS
186.mzML
DT3132_Data
Method_2_noDMS
188.mzML
DT3132_Data
Method_2_noDMS
189.mzML
DT3132_Data
Method_2_noDMS
19.mzML
DT3132_Data
Method_2_noDMS
190.mzML
DT3132_Data
Method_2_noDMS
191.mzML
DT3132_Data
Method_2_noDMS
192.mzML
DT3132_Data
Method_2_noDMS
193.mzML
DT3132_Data
Method_2_noDMS
194.mzML
DT3132_Data
Method_2_noDMS
195.mzML
DT3132_Data
Method_2_noDMS
197.mzML
DT3132_Data
Method_2_noDMS
198.mzML
DT3132_Data
Method_2_noDMS
199.mzML
DT3132_Data
Method_2_noDMS
2.mzML
DT3132_Data
Method_2_noDMS
20.mzML
DT3132_Data
Method_2_noDMS
201.mzML
DT3132_Data
Method_2_noDMS
203.mzML
DT3132_Data
Method_2_noDMS
204.mzML
DT3132_Data
Method_2_noDMS
205.mzML
DT3132_Data
Method_2_noDMS
206.mzML
DT3132_Data
Method_2_noDMS
207.mzML
DT3132_Data
Method_2_noDMS
208.mzML
DT3132_Data
Method_2_noDMS
209.mzML
DT3132_Data
Method_2_noDMS
21.mzML
DT3132_Data
Method_2_noDMS
210.mzML
DT3132_Data
Method_2_noDMS
211.mzML
DT3132_Data
Method_2_noDMS
213.mzML
DT3132_Data
Method_2_noDMS
214.mzML
DT3132_Data
Method_2_noDMS
215.mzML
DT3132_Data
Method_2_noDMS
216.mzML
DT3132_Data
Method_2_noDMS
217.mzML
DT3132_Data
Method_2_noDMS
218.mzML
DT3132_Data
Method_2_noDMS
219.mzML
DT3132_Data
Method_2_noDMS
22.mzML
DT3132_Data
Method_2_noDMS
220.mzML
DT3132_Data
Method_2_noDMS
221.mzML
DT3132_Data
Method_2_noDMS
222.mzML
DT3132_Data
Method_2_noDMS
223.mzML
DT3132_Data
Method_2_noDMS
224.mzML
DT3132_Data
Method_2_noDMS
225.mzML
DT3132_Data
Method_2_noDMS
226.mzML
DT3132_Data
Method_2_noDMS
227.mzML
DT3132_Data
Method_2_noDMS
228.mzML
DT3132_Data
Method_2_noDMS
229.mzML
DT3132_Data
Method_2_noDMS
23.mzML
DT3132_Data
Method_2_noDMS
230.mzML
DT3132_Data
Method_2_noDMS
231.mzML
DT3132_Data
Method_2_noDMS
232.mzML
DT3132_Data
Method_2_noDMS
233.mzML
DT3132_Data
Method_2_noDMS
234.mzML
DT3132_Data
Method_2_noDMS
235.mzML
DT3132_Data
Method_2_noDMS
237.mzML
DT3132_Data
Method_2_noDMS
238.mzML
DT3132_Data
Method_2_noDMS
239.mzML
DT3132_Data
Method_2_noDMS
24.mzML
DT3132_Data
Method_2_noDMS
240.mzML
DT3132_Data
Method_2_noDMS
242.mzML
DT3132_Data
Method_2_noDMS
243.mzML
DT3132_Data
Method_2_noDMS
244.mzML
DT3132_Data
Method_2_noDMS
245.mzML
DT3132_Data
Method_2_noDMS
246.mzML
DT3132_Data
Method_2_noDMS
248.mzML
DT3132_Data
Method_2_noDMS
249.mzML
DT3132_Data
Method_2_noDMS
25.mzML
DT3132_Data
Method_2_noDMS
250.mzML
DT3132_Data
Method_2_noDMS
251.mzML
DT3132_Data
Method_2_noDMS
252.mzML
DT3132_Data
Method_2_noDMS
253.mzML
DT3132_Data
Method_2_noDMS
254.mzML
DT3132_Data
Method_2_noDMS
255.mzML
DT3132_Data
Method_2_noDMS
256.mzML
DT3132_Data
Method_2_noDMS
257.mzML
DT3132_Data
Method_2_noDMS
258.mzML
DT3132_Data
Method_2_noDMS
259.mzML
DT3132_Data
Method_2_noDMS
26.mzML
DT3132_Data
Method_2_noDMS
260.mzML
DT3132_Data
Method_2_noDMS
261.mzML
DT3132_Data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▌   | 2054/3150 [2:35:32<1:32:03,  5.04s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▌   | 2055/3150 [2:35:34<1:19:50,  4.37s/it]
Method_2_noDMS
262.mzML
DT3132_Data
Method_2_noDMS
263.mzML
DT3132_Data
Method_2_noDMS
264.mzML
DT3132_Data
Method_2_noDMS
265.mzML
DT3132_Data
Method_2_noDMS
266.mzML
DT3132_Data
Method_2_noDMS
267.mzML
DT3132_Data
Method_2_noDMS
268.mzML
DT3132_Data
Method_2_noDMS
269.mzML
DT3132_Data
Method_2_noDMS
27.mzML
DT3132_Data
Method_2_noDMS
270.mzML
DT3132_Data
Method_2_noDMS
271.mzML
DT3132_Data
Method_2_noDMS
272.mzML
DT3132_Data
Method_2_noDMS
273.mzML
DT3132_Data
Method_2_noDMS
274.mzML
DT3132_Data
Method_2_noDMS
275.mzML
DT3132_Data
Method_2_noDMS
276.mzML
DT3132_Data
Method_2_noDMS
277.mzML
DT3132_Data
Method_2_noDMS
278.mzML
DT3132_Data
Method_2_noDMS
279.mzML
DT3132_Data
Method_2_noDMS
28.mzML
DT3132_Data
Method_2_noDMS
280.mzML
DT3132_Data
Method_2_noDMS
281.mzML
DT3132_Data
Method_2_noDMS
282.mzML
DT3132_Data
Method_2_noDMS
283.mzML
DT3132_Data
Method_2_noDMS
284.mzML
DT3132_Data
Method_2_noDMS
285.mzML
DT3132_Data
Method_2_noDMS
286.mzML
DT3132_Data
Method_2_noDMS
287.mzML
DT3132_Data
Method_2_noDMS
288.mzML
DT3132_Data
Method_2_noDMS
289.mzML
DT3132_Data
Method_2_noDMS
29.mzML
DT3132_Data
Method_2_noDMS
290.mzML
DT3132_Data
Method_2_noDMS
291.mzML
DT3132_Data
Method_2_noDMS
292.mzML
DT3132_Data
Method_2_noDMS
293.mzML
DT3132_Data
Method_2_noDMS
294.mzML
DT3132_Data
Method_2_noDMS
295.mzML
DT3132_Data
Method_2_noDMS
296.mzML
DT3132_Data
Method_2_noDMS
297.mzML
DT3132_Data
Method_2_noDMS
298.mzML
DT3132_Data
Method_2_noDMS
299.mzML
DT3132_Data
Method_2_noDMS
3.mzML
DT3132_Data
Method_2_noDMS
30.mzML
DT3132_Data
Method_2_noDMS
300.mzML
DT3132_Data
Method_2_noDMS
301.mzML
DT3132_Data
Method_2_noDMS
303.mzML
DT3132_Data
Method_2_noDMS
304.mzML
DT3132_Data
Method_2_noDMS
305.mzML
DT3132_Data
Method_2_noDMS
306.mzML
DT3132_Data
Method_2_noDMS
307.mzML
DT3132_Data
Method_2_noDMS
308.mzML
DT3132_Data
Method_2_noDMS
309.mzML
DT3132_Data
Method_2_noDMS
31.mzML
DT3132_Data
Method_2_noDMS
310.mzML
DT3132_Data
Method_2_noDMS
311.mzML
DT3132_Data
Method_2_noDMS
312.mzML
DT3132_Data
Method_2_noDMS
313.mzML
DT3132_Data
Method_2_noDMS
314.mzML
DT3132_Data
Method_2_noDMS
315.mzML
DT3132_Data
Method_2_noDMS
316.mzML
DT3132_Data
Method_2_noDMS
317.mzML
DT3132_Data
Method_2_noDMS
319.mzML
DT3132_Data
Method_2_noDMS
32.mzML
DT3132_Data
Method_2_noDMS
320.mzML
DT3132_Data
Method_2_noDMS
321.mzML
DT3132_Data
Method_2_noDMS
322.mzML
DT3132_Data
Method_2_noDMS
323.mzML
DT3132_Data
Method_2_noDMS
324.mzML
DT3132_Data
Method_2_noDMS
325.mzML
DT3132_Data
Method_2_noDMS
326.mzML
DT3132_Data
Method_2_noDMS
327.mzML
DT3132_Data
Method_2_noDMS
328.mzML
DT3132_Data
Method_2_noDMS
329.mzML
DT3132_Data
Method_2_noDMS
33.mzML
DT3132_Data
Method_2_noDMS
330.mzML
DT3132_Data
Method_2_noDMS
331.mzML
DT3132_Data
Method_2_noDMS
332.mzML
DT3132_Data
Method_2_noDMS
333.mzML
DT3132_Data
Method_2_noDMS
334.mzML
DT3132_Data
Method_2_noDMS
335.mzML
DT3132_Data
Method_2_noDMS
336.mzML
DT3132_Data
Method_2_noDMS
337.mzML
DT3132_Data
Method_2_noDMS
338.mzML
DT3132_Data
Method_2_noDMS
339.mzML
DT3132_Data
Method_2_noDMS
34.mzML
DT3132_Data
Method_2_noDMS
340.mzML
DT3132_Data
Method_2_noDMS
341.mzML
DT3132_Data
Method_2_noDMS
342.mzML
DT3132_Data
Method_2_noDMS
343.mzML
DT3132_Data
Method_2_noDMS
345.mzML
DT3132_Data
Method_2_noDMS
346.mzML
DT3132_Data
Method_2_noDMS
347.mzML
DT3132_Data
Method_2_noDMS
348.mzML
DT3132_Data
Method_2_noDMS
349.mzML
DT3132_Data
Method_2_noDMS
35.mzML
DT3132_Data
Method_2_noDMS
350.mzML
DT3132_Data
Method_2_noDMS
351.mzML
DT3132_Data
Method_2_noDMS
352.mzML
DT3132_Data
Method_2_noDMS
354.mzML
DT3132_Data
Method_2_noDMS
355.mzML
DT3132_Data
Method_2_noDMS
356.mzML
DT3132_Data
Method_2_noDMS
357.mzML
DT3132_Data
Method_2_noDMS
358.mzML
DT3132_Data
Method_2_noDMS
36.mzML
DT3132_Data
Method_2_noDMS
37.mzML
DT3132_Data
Method_2_noDMS
38.mzML
DT3132_Data
Method_2_noDMS
39.mzML
DT3132_Data
Method_2_noDMS
4.mzML
DT3132_Data
Method_2_noDMS
40.mzML
DT3132_Data
Method_2_noDMS
41.mzML
DT3132_Data
Method_2_noDMS
42.mzML
DT3132_Data
Method_2_noDMS
43.mzML
DT3132_Data
Method_2_noDMS
44.mzML
DT3132_Data
Method_2_noDMS
45.mzML
DT3132_Data
Method_2_noDMS
46.mzML
DT3132_Data
Method_2_noDMS
47.mzML
DT3132_Data
Method_2_noDMS
48.mzML
DT3132_Data
Method_2_noDMS
49.mzML
DT3132_Data
Method_2_noDMS
5.mzML
DT3132_Data
Method_2_noDMS
50.mzML
DT3132_Data
Method_2_noDMS
51.mzML
DT3132_Data
Method_2_noDMS
52.mzML
DT3132_Data
Method_2_noDMS
53.mzML
DT3132_Data
Method_2_noDMS
54.mzML
DT3132_Data
Method_2_noDMS
55.mzML
DT3132_Data
Method_2_noDMS
56.mzML
DT3132_Data
Method_2_noDMS
57.mzML
DT3132_Data
Method_2_noDMS
58.mzML
DT3132_Data
Method_2_noDMS
59.mzML
DT3132_Data
Method_2_noDMS
6.mzML
DT3132_Data
Method_2_noDMS
60.mzML
DT3132_Data
Method_2_noDMS
61.mzML
DT3132_Data
Method_2_noDMS
62.mzML
DT3132_Data
Method_2_noDMS
63.mzML
DT3132_Data
Method_2_noDMS
64.mzML
DT3132_Data
Method_2_noDMS
67.mzML
DT3132_Data
Method_2_noDMS
68.mzML
DT3132_Data
Method_2_noDMS
69.mzML
DT3132_Data
Method_2_noDMS
70.mzML
DT3132_Data
Method_2_noDMS
71.mzML
DT3132_Data
Method_2_noDMS
73.mzML
DT3132_Data
Method_2_noDMS
74.mzML
DT3132_Data
Method_2_noDMS
75.mzML
DT3132_Data
Method_2_noDMS
76.mzML
DT3132_Data
Method_2_noDMS
77.mzML
DT3132_Data
Method_2_noDMS
78.mzML
DT3132_Data
Method_2_noDMS
79.mzML
DT3132_Data
Method_2_noDMS
8.mzML
DT3132_Data
Method_2_noDMS
80.mzML
DT3132_Data
Method_2_noDMS
81.mzML
DT3132_Data
Method_2_noDMS
82.mzML
DT3132_Data
Method_2_noDMS
83.mzML
DT3132_Data
Method_2_noDMS
84.mzML
DT3132_Data
Method_2_noDMS
85.mzML
DT3132_Data
Method_2_noDMS
86.mzML
DT3132_Data
Method_2_noDMS
87.mzML
DT3132_Data
Method_2_noDMS
88.mzML
DT3132_Data
Method_2_noDMS
89.mzML
DT3132_Data
Method_2_noDMS
9.mzML
DT3132_Data
Method_2_noDMS
90.mzML
DT3132_Data
Method_2_noDMS
91.mzML
DT3132_Data
Method_2_noDMS
92.mzML
DT3132_Data
Method_2_noDMS
93.mzML
DT3132_Data
Method_2_noDMS
94.mzML
DT3132_Data
Method_2_noDMS
95.mzML
DT3132_Data
Method_2_noDMS
96.mzML
DT3132_Data
Method_2_noDMS
97.mzML
DT3132_Data
Method_2_noDMS
98.mzML
DT3132_Data
Method_2_noDMS
99.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 670 rows!
Extracted information for 670 samples.
Processing  ST002842
Initiating REDU-table generation for AN004651
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF-diet_1.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF-diet_10.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF-diet_2.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF-diet_5.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF-diet_6.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF-diet_7.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF-diet_8.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF-diet_9.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF_10.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF_3.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF_4.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF_5.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF_6.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF_7.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF_8.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
TGLIF_9.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26-diet_1.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26-diet_10.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26-diet_2.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26-diet_7.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26-diet_8.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26-diet_9.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26_1.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26_10.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26_2.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26_7.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26_8.mzXML
Liver_Lipids_Feno_Diet
Diet Positive
c26_9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST001492
Initiating REDU-table generation for AN002474
Rest length is 12
raw file key found.
found filename_raw to filename_base match/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▌   | 2056/3150 [2:35:36<1:09:08,  3.79s/it]
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw data
SFB pos experiment 032918A.wiff
raw data
SFB pos experiment 032918C.wiff
raw data
SFB pos experiment 032918D.wiff
raw data
SFB pos experiment 032918E.wiff
raw data
SFB pos experiment 032918F.wiff
raw data
SFB pos experiment 032918G.wiff
raw data
SFB pos experiment 032918H.wiff
raw data
SFB pos experiment 032918I.wiff
raw data
SFB pos experiment 032918J.wiff
raw data
SFB pos experiment 032918K.wiff
raw data
SFB pos experiment 032918L.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST002617
No raw data detected. Ignoring ST002617
Processing  ST001957
Initiating REDU-table generation for AN003189
Rest length is 207
raw file key found.
Initiating REDU-table generation for AN003190
Rest length is 207
raw file key found.
Initiating REDU-table generation for AN003191
Rest length is 207
raw file key found.
Initiating REDU-table generation for AN003192
Rest length is 207
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Method#1_HILIC_Pos_Raw
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SC_20190423_HILICn_PRM_15_CA30_50_3.raw
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SC_20190423_HILICn_PRM_16_CA30_200_1.raw
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SC_20190423_HILICn_PRM_18_CA30_200_3.raw
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SC_20190423_HILICn_PRM_19_CD10_0_1.raw
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SC_20190423_HILICn_PRM_1_CA11_0_1.raw
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SC_20190423_HILICn_PRM_20_CD10_0_2.raw
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SC_20190423_HILICn_PRM_21_CD10_0_3.raw
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SC_20190423_HILICn_PRM_24_CD10_50_3.raw
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SC_20190423_HILICn_PRM_25_CD10_200_1.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_26_CD10_200_2.raw
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SC_20190423_HILICn_PRM_27_CD10_200_3.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_28_CD12_0_1.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_29_CD12_0_2.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_2_CA11_0_2.raw
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SC_20190423_HILICn_PRM_30_CD12_0_3.raw
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SC_20190423_HILICn_PRM_31_CD12_50_1.raw
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SC_20190423_HILICn_PRM_32_CD12_50_2.raw
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SC_20190423_HILICn_PRM_33_CD12_50_3.raw
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SC_20190423_HILICn_PRM_34_CD12_200_1.raw
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SC_20190423_HILICn_PRM_35_CD12_200_2.raw
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SC_20190423_HILICn_PRM_36_CD12_200_3.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_37_SM3_0_1.raw
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SC_20190423_HILICn_PRM_38_SM3_0_2.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_39_SM3_0_3.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_3_CA11_0_3.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_40_SM3_50_1.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_41_SM3_50_2.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_42_SM3_50_3.raw
Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_43_SM3_200_1.raw
Method#2_HILIC_Neg_Raw
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Method#2_HILIC_Neg_Raw
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SC_20190423_HILICn_PRM_59_PM1_50_2.raw
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Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_60_PM1_50_3.raw
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Method#2_HILIC_Neg_Raw
SC_20190423_HILICn_PRM_70_PM18_200_1.raw
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SC_20190423_HILICn_PRM_72_PM18_200_3.raw
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Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_10_CA30_0_1.raw
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SC_20190410_HILICp_PRM_11_CA30_0_2.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_12_CA30_0_3.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_13_CA30_50_1.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_14_CA30_50_2.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_15_CA30_50_3.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_16_CA30_200_1.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_17_CA30_200_2.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_18_CA30_200_3.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_19_CD10_0_1.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_1_CA11_0_1.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_20_CD10_0_2.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_21_CD10_0_3.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_22_CD10_50_1.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_23_CD10_50_2.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_24_CD10_50_3.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_25_CD10_200_1.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_26_CD10_200_2.raw
Method#2_HILIC_Pos_Raw
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Method#2_HILIC_Pos_Raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▌   | 2058/3150 [2:35:41<59:39,  3.28s/it]  
SC_20190410_HILICp_PRM_28_CD12_0_1.raw
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Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_2_CA11_0_2.raw
Method#2_HILIC_Pos_Raw
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Method#2_HILIC_Pos_Raw
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Method#2_HILIC_Pos_Raw
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Method#2_HILIC_Pos_Raw
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Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_34_CD12_200_1.raw
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Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_37_SM3_0_1.raw
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Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_3_CA11_0_3.raw
Method#2_HILIC_Pos_Raw
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SC_20190410_HILICp_PRM_48_SM5_0_3.raw
Method#2_HILIC_Pos_Raw
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SC_20190410_HILICp_PRM_4_CA11_50_1.raw
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Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_54_SM5_200_3.raw
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SC_20190410_HILICp_PRM_57_PM1_0_3.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_58_PM1_50_1.raw
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SC_20190410_HILICp_PRM_59_PM1_50_2.raw
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SC_20190410_HILICp_PRM_5_CA11_50_2.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_60_PM1_50_3.raw
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SC_20190410_HILICp_PRM_61_PM1_200_1.raw
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SC_20190410_HILICp_PRM_62_PM1_200_2.raw
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SC_20190410_HILICp_PRM_63_PM1_200_3.raw
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SC_20190410_HILICp_PRM_64_PM18_0_1.raw
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SC_20190410_HILICp_PRM_65_PM18_0_2.raw
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SC_20190410_HILICp_PRM_66_PM18_0_3.raw
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SC_20190410_HILICp_PRM_67_PM18_50_1.raw
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SC_20190410_HILICp_PRM_68_PM18_50_2.raw
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SC_20190410_HILICp_PRM_69_PM18_50_3.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_6_CA11_50_3.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_70_PM18_200_1.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_71_PM18_200_2.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_72_PM18_200_3.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_7_CA11_200_1.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_8_CA11_200_2.raw
Method#2_HILIC_Pos_Raw
SC_20190410_HILICp_PRM_9_CA11_200_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 164 rows!
Extracted information for 164 samples.
Processing  ST001736
Initiating REDU-table generation for AN002826
Rest length is 102
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/102 [00:00<?, ?it/s]

Mapping potential matches:  13%|█▎        | 13/102 [00:00<00:00, 126.57it/s]

Mapping potential matches:  25%|██▌       | 26/102 [00:00<00:00, 127.28it/s]

Mapping potential matches:  38%|███▊      | 39/102 [00:00<00:00, 128.44it/s]

Mapping potential matches:  51%|█████     | 52/102 [00:00<00:00, 127.23it/s]

Mapping potential matches:  64%|██████▎   | 65/102 [00:00<00:00, 126.29it/s]

Mapping potential matches:  76%|███████▋  | 78/102 [00:00<00:00, 125.41it/s]

Mapping potential matches:  89%|████████▉ | 91/102 [00:00<00:00, 126.05it/s]
Mapping potential matches: 100%|██████████| 102/102 [00:00<00:00, 126.70it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002827
Rest length is 102
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/102 [00:00<?, ?it/s]

Mapping potential matches:   6%|▌         | 6/102 [00:00<00:01, 52.42it/s]

Mapping potential matches:  12%|█▏        | 12/102 [00:00<00:01, 52.33it/s]

Mapping potential matches:  18%|█▊        | 18/102 [00:00<00:01, 55.19it/s]

Mapping potential matches:  24%|██▎       | 24/102 [00:00<00:01, 53.91it/s]

Mapping potential matches:  29%|██▉       | 30/102 [00:00<00:01, 54.29it/s]

Mapping potential matches:  35%|███▌      | 36/102 [00:00<00:01, 52.70it/s]

Mapping potential matches:  41%|████      | 42/102 [00:00<00:01, 50.88it/s]

Mapping potential matches:  47%|████▋     | 48/102 [00:00<00:01, 52.59it/s]

Mapping potential matches:  53%|█████▎    | 54/102 [00:01<00:00, 53.05it/s]

Mapping potential matches:  59%|█████▉    | 60/102 [00:01<00:00, 52.61it/s]

Mapping potential matches:  65%|██████▍   | 66/102 [00:01<00:00, 52.77it/s]

Mapping potential matches:  71%|███████   | 72/102 [00:01<00:00, 52.63it/s]

Mapping potential matches:  76%|███████▋  | 78/102 [00:01<00:00, 52.98it/s]

Mapping potential matches:  82%|████████▏ | 84/102 [00:01<00:00, 49.48it/s]

Mapping potential matches:  87%|████████▋ | 89/102 [00:01<00:00, 48.34it/s]

Mapping potential matches:  93%|█████████▎| 95/102 [00:01<00:00, 48.98it/s]

Mapping potential matches:  99%|█████████▉| 101/102 [00:01<00:00, 49.73it/s]
Mapping potential matches: 100%|██████████| 102/102 [00:01<00:00, 51.56it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 65%|██████▌   | 2059/3150 [2:35:50<1:21:48,  4.50s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Plasma
plasma 5 neg
COV2-02-.raw
Plasma
plasma 5 neg
COV2-03-.raw
Plasma
plasma 5 neg
COV2-04-.raw
Plasma
plasma 5 neg
COV2-05-.raw
Plasma
plasma 5 neg
COV2-07-.raw
Plasma
plasma 5 neg
COV2-08-.raw
Plasma
plasma 5 neg
COV2-09-.raw
Plasma
plasma 5 neg
COV2-10-.raw
Plasma
plasma 5 neg
COV2-100-.raw
Plasma
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Plasma
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COV2-102-.raw
Plasma
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COV2-103-.raw
Plasma
plasma 5 neg
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
plasma 5 neg
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
plasma 5 neg
COV2-41-.raw
Plasma
plasma 5 neg
COV2-42-.raw
Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
plasma 5 neg
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Plasma
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Plasma
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Plasma
plasma 5 neg
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
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Plasma
plasma 5 neg
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Plasma
plasma 5 neg
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Plasma
plasma 5 neg
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Plasma
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Plasma
plasma 5 neg
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Plasma
plasma 5 neg
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Plasma
plasma 5 neg
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Plasma
plasma 5 neg
COV2-71-.raw
Plasma
plasma 5 neg
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Plasma
plasma 5 neg
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Plasma
plasma 5 neg
COV2-74-.raw
Plasma
plasma 5 neg
COV2-75-.raw
Plasma
plasma 5 neg
COV2-76-.raw
Plasma
plasma 5 neg
COV2-77-.raw
Plasma
plasma 5 neg
COV2-78-.raw
Plasma
plasma 5 neg
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Plasma
plasma 5 neg
COV2-81-.raw
Plasma
plasma 5 neg
COV2-82-.raw
Plasma
plasma 5 neg
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Plasma
plasma 5 neg
COV2-84-.raw
Plasma
plasma 5 neg
COV2-85-.raw
Plasma
plasma 5 neg
COV2-86-.raw
Plasma
plasma 5 neg
COV2-88-.raw
Plasma
plasma 5 neg
COV2-89-.raw
Plasma
plasma 5 neg
COV2-90-.raw
Plasma
plasma 5 neg
COV2-91-.raw
Plasma
plasma 5 neg
COV2-92-.raw
Plasma
plasma 5 neg
COV2-93-.raw
Plasma
plasma 5 neg
COV2-94-.raw
Plasma
plasma 5 neg
COV2-95-.raw
Plasma
plasma 5 neg
COV2-96-.raw
Plasma
plasma 5 neg
COV2-97-.raw
Plasma
plasma 5 neg
COV2-98-.raw
Plasma
plasma 5 pos
COV2-02+.raw
Plasma
plasma 5 pos
COV2-03+.raw
Plasma
plasma 5 pos
COV2-04+.raw
Plasma
plasma 5 pos
COV2-05+.raw
Plasma
plasma 5 pos
COV2-07+.raw
Plasma
plasma 5 pos
COV2-08+.raw
Plasma
plasma 5 pos
COV2-09+.raw
Plasma
plasma 5 pos
COV2-10+.raw
Plasma
plasma 5 pos
COV2-100+.raw
Plasma
plasma 5 pos
COV2-101+.raw
Plasma
plasma 5 pos
COV2-102+.raw
Plasma
plasma 5 pos
COV2-103+.raw
Plasma
plasma 5 pos
COV2-104+.raw
Plasma
plasma 5 pos
COV2-106+.raw
Plasma
plasma 5 pos
COV2-107+.raw
Plasma
plasma 5 pos
COV2-109+.raw
Plasma
plasma 5 pos
COV2-110+.raw
Plasma
plasma 5 pos
COV2-112+.raw
Plasma
plasma 5 pos
COV2-113+.raw
Plasma
plasma 5 pos
COV2-114+.raw
Plasma
plasma 5 pos
COV2-116+.raw
Plasma
plasma 5 pos
COV2-117+.raw
Plasma
plasma 5 pos
COV2-118+.raw
Plasma
plasma 5 pos
COV2-119+.raw
Plasma
plasma 5 pos
COV2-12+.raw
Plasma
plasma 5 pos
COV2-120+.raw
Plasma
plasma 5 pos
COV2-122+.raw
Plasma
plasma 5 pos
COV2-123+.raw
Plasma
plasma 5 pos
COV2-14+.raw
Plasma
plasma 5 pos
COV2-15+.raw
Plasma
plasma 5 pos
COV2-16+.raw
Plasma
plasma 5 pos
COV2-17+.raw
Plasma
plasma 5 pos
COV2-18+.raw
Plasma
plasma 5 pos
COV2-19+.raw
Plasma
plasma 5 pos
COV2-20+.raw
Plasma
plasma 5 pos
COV2-22+.raw
Plasma
plasma 5 pos
COV2-23+.raw
Plasma
plasma 5 pos
COV2-24+.raw
Plasma
plasma 5 pos
COV2-25+.raw
Plasma
plasma 5 pos
COV2-26+.raw
Plasma
plasma 5 pos
COV2-28+.raw
Plasma
plasma 5 pos
COV2-30+.raw
Plasma
plasma 5 pos
COV2-31+.raw
Plasma
plasma 5 pos
COV2-32+.raw
Plasma
plasma 5 pos
COV2-33+.raw
Plasma
plasma 5 pos
COV2-34+.raw
Plasma
plasma 5 pos
COV2-35+.raw
Plasma
plasma 5 pos
COV2-36+.raw
Plasma
plasma 5 pos
COV2-37+.raw
Plasma
plasma 5 pos
COV2-38+.raw
Plasma
plasma 5 pos
COV2-40+.raw
Plasma
plasma 5 pos
COV2-41+.raw
Plasma
plasma 5 pos
COV2-42+.raw
Plasma
plasma 5 pos
COV2-44+.raw
Plasma
plasma 5 pos
COV2-45+.raw
Plasma
plasma 5 pos
COV2-46+.raw
Plasma
plasma 5 pos
COV2-47+.raw
Plasma
plasma 5 pos
COV2-48+.raw
Plasma
plasma 5 pos
COV2-49+.raw
Plasma
plasma 5 pos
COV2-50+.raw
Plasma
plasma 5 pos
COV2-51+.raw
Plasma
plasma 5 pos
COV2-52+.raw
Plasma
plasma 5 pos
COV2-53+.raw
Plasma
plasma 5 pos
COV2-55+.raw
Plasma
plasma 5 pos
COV2-56+.raw
Plasma
plasma 5 pos
COV2-57+.raw
Plasma
plasma 5 pos
COV2-58+.raw
Plasma
plasma 5 pos
COV2-59+.raw
Plasma
plasma 5 pos
COV2-62+.raw
Plasma
plasma 5 pos
COV2-63+.raw
Plasma
plasma 5 pos
COV2-64+.raw
Plasma
plasma 5 pos
COV2-65+.raw
Plasma
plasma 5 pos
COV2-66+.raw
Plasma
plasma 5 pos
COV2-67+.raw
Plasma
plasma 5 pos
COV2-68+.raw
Plasma
plasma 5 pos
COV2-69+.raw
Plasma
plasma 5 pos
COV2-71+.raw
Plasma
plasma 5 pos
COV2-72+.raw
Plasma
plasma 5 pos
COV2-73+.raw
Plasma
plasma 5 pos
COV2-74+.raw
Plasma
plasma 5 pos
COV2-75+.raw
Plasma
plasma 5 pos
COV2-76+.raw
Plasma
plasma 5 pos
COV2-77+.raw
Plasma
plasma 5 pos
COV2-78+.raw
Plasma
plasma 5 pos
COV2-80+.raw
Plasma
plasma 5 pos
COV2-81+.raw
Plasma
plasma 5 pos
COV2-82+.raw
Plasma
plasma 5 pos
COV2-83+.raw
Plasma
plasma 5 pos
COV2-84+.raw
Plasma
plasma 5 pos
COV2-85+.raw
Plasma
plasma 5 pos
COV2-86+.raw
Plasma
plasma 5 pos
COV2-88+.raw
Plasma
plasma 5 pos
COV2-89+.raw
Plasma
plasma 5 pos
COV2-90+.raw
Plasma
plasma 5 pos
COV2-91+.raw
Plasma
plasma 5 pos
COV2-92+.raw
Plasma
plasma 5 pos
COV2-93+.raw
Plasma
plasma 5 pos
COV2-94+.raw
Plasma
plasma 5 pos
COV2-95+.raw
Plasma
plasma 5 pos
COV2-96+.raw
Plasma
plasma 5 pos
COV2-97+.raw
Plasma
plasma 5 pos
COV2-98+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 204 rows!
Extracted information for 204 samples.
Processing  ST002438
Initiating REDU-table generation for AN003972
Rest length is 85
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/85 [00:00<?, ?it/s]

Mapping potential matches:   9%|▉         | 8/85 [00:00<00:01, 74.44it/s]

Mapping potential matches:  19%|█▉        | 16/85 [00:00<00:00, 74.64it/s]

Mapping potential matches:  28%|██▊       | 24/85 [00:00<00:00, 75.10it/s]

Mapping potential matches:  38%|███▊      | 32/85 [00:00<00:00, 74.64it/s]

Mapping potential matches:  47%|████▋     | 40/85 [00:00<00:00, 74.47it/s]

Mapping potential matches:  56%|█████▋    | 48/85 [00:00<00:00, 74.56it/s]

Mapping potential matches:  66%|██████▌   | 56/85 [00:00<00:00, 74.59it/s]

Mapping potential matches:  75%|███████▌  | 64/85 [00:00<00:00, 75.07it/s]

Mapping potential matches:  85%|████████▍ | 72/85 [00:00<00:00, 75.03it/s]

Mapping potential matches:  94%|█████████▍| 80/85 [00:01<00:00, 74.49it/s]
Mapping potential matches: 100%|██████████| 85/85 [00:01<00:00, 74.63it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN003973
Rest length is 85
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/85 [00:00<?, ?it/s]

Mapping potential matches:   9%|▉         | 8/85 [00:00<00:01, 75.68it/s]

Mapping potential matches:  19%|█▉        | 16/85 [00:00<00:00, 75.90it/s]

Mapping potential matches:  28%|██▊       | 24/85 [00:00<00:00, 75.94it/s]

Mapping potential matches:  38%|███▊      | 32/85 [00:00<00:00, 76.32it/s]

Mapping potential matches:  47%|████▋     | 40/85 [00:00<00:00, 76.54it/s]

Mapping potential matches:  56%|█████▋    | 48/85 [00:00<00:00, 76.70it/s]

Mapping potential matches:  66%|██████▌   | 56/85 [00:00<00:00, 76.20it/s]

Mapping potential matches:  75%|███████▌  | 64/85 [00:00<00:00, 75.81it/s]

Mapping potential matches:  85%|████████▍ | 72/85 [00:00<00:00, 74.95it/s]

Mapping potential matches:  94%|█████████▍| 80/85 [00:01<00:00, 74.97it/s]
Mapping potential matches: 100%|██████████| 85/85 [00:01<00:00, 75.62it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN003974
Rest length is 85
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/85 [00:00<?, ?it/s]

Mapping potential matches:   9%|▉         | 8/85 [00:00<00:01, 75.64it/s]

Mapping potential matches:  19%|█▉        | 16/85 [00:00<00:00, 75.56it/s]

Mapping potential matches:  28%|██▊       | 24/85 [00:00<00:00, 75.86it/s]

Mapping potential matches:  38%|███▊      | 32/85 [00:00<00:00, 76.11it/s]

Mapping potential matches:  47%|████▋     | 40/85 [00:00<00:00, 75.76it/s]

Mapping potential matches:  56%|█████▋    | 48/85 [00:00<00:00, 75.72it/s]

Mapping potential matches:  66%|██████▌   | 56/85 [00:00<00:00, 76.15it/s]

Mapping potential matches:  75%|███████▌  | 64/85 [00:00<00:00, 76.92it/s]

Mapping potential matches:  85%|████████▍ | 72/85 [00:00<00:00, 77.35it/s]

Mapping potential matches:  94%|█████████▍| 80/85 [00:01<00:00, 77.70it/s]
Mapping potential matches: 100%|██████████| 85/85 [00:01<00:00, 76.78it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN003975
Rest length is 85
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/85 [00:00<?, ?it/s]

Mapping potential matches:   9%|▉         | 8/85 [00:00<00:01, 74.02it/s]

Mapping potential matches:  19%|█▉        | 16/85 [00:00<00:00, 74.18it/s]

Mapping potential matches:  28%|██▊       | 24/85 [00:00<00:00, 74.15it/s]

Mapping potential matches:  38%|███▊      | 32/85 [00:00<00:00, 74.54it/s]

Mapping potential matches:  47%|████▋     | 40/85 [00:00<00:00, 74.85it/s]

Mapping potential matches:  56%|█████▋    | 48/85 [00:00<00:00, 75.48it/s]

Mapping potential matches:  66%|██████▌   | 56/85 [00:00<00:00, 76.23it/s]

Mapping potential matches:  75%|███████▌  | 64/85 [00:00<00:00, 76.71it/s]

Mapping potential matches:  85%|████████▍ | 72/85 [00:00<00:00, 77.14it/s]

Mapping potential matches:  94%|█████████▍| 80/85 [00:01<00:00, 77.49it/s]
Mapping potential matches: 100%|██████████| 85/85 [00:01<00:00, 76.16it/s]

 65%|██████▌   | 2060/3150 [2:35:56<1:31:00,  5.01s/it]
 65%|██████▌   | 2063/3150 [2:35:57<44:39,  2.47s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2064/3150 [2:35:59<45:50,  2.53s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002543
No raw data detected. Ignoring ST002543
Processing  ST000302
No raw data detected. Ignoring ST000302
Processing  ST000147
No raw data detected. Ignoring ST000147
Processing  ST003120
Initiating REDU-table generation for AN005114
Rest length is 22
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD041_001.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD041_002.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD041_003.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD041_004.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD042_001.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD042_002.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD042_003.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD042_004.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD043_001.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD043_002.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD043_003.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD043_004.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD044_001.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD044_002.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD044_003.mzML
Gastruloid Metabolomics Raw mzML Submission
Negative Mode mzML
CD044_004.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD041_001.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD041_002.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD041_003.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD041_004.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD042_001.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD042_002.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD042_003.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD042_004.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD043_001.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD043_002.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD043_003.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD043_004.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD044_001.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD044_002.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD044_003.mzML
Gastruloid Metabolomics Raw mzML Submission
Positive Mode mzML
CD044_004.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST001000
Initiating REDU-table generation for AN001878
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|▏         | 3/220 [00:00<00:07, 27.93it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:07, 27.96it/s]

Mapping potential matches:   4%|▍         | 9/220 [00:00<00:07, 27.76it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:00<00:07, 27.66it/s]

Mapping potential matches:   7%|▋         | 15/220 [00:00<00:07, 27.68it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:00<00:07, 27.69it/s]

Mapping potential matches:  10%|▉         | 21/220 [00:00<00:07, 27.70it/s]

Mapping potential matches:  11%|█         | 24/220 [00:00<00:07, 27.97it/s]

Mapping potential matches:  12%|█▏        | 27/220 [00:00<00:06, 28.06it/s]

Mapping potential matches:  14%|█▎        | 30/220 [00:01<00:06, 28.04it/s]

Mapping potential matches:  15%|█▌        | 33/220 [00:01<00:06, 28.15it/s]

Mapping potential matches:  16%|█▋        | 36/220 [00:01<00:06, 28.20it/s]

Mapping potential matches:  18%|█▊        | 39/220 [00:01<00:06, 28.22it/s]

Mapping potential matches:  19%|█▉        | 42/220 [00:01<00:06, 28.29it/s]

Mapping potential matches:  20%|██        | 45/220 [00:01<00:06, 28.34it/s]

Mapping potential matches:  22%|██▏       | 48/220 [00:01<00:06, 28.41it/s]

Mapping potential matches:  23%|██▎       | 51/220 [00:01<00:05, 28.46it/s]

Mapping potential matches:  25%|██▍       | 54/220 [00:01<00:05, 28.33it/s]

Mapping potential matches:  26%|██▌       | 57/220 [00:02<00:05, 28.22it/s]

Mapping potential matches:  27%|██▋       | 60/220 [00:02<00:05, 28.29it/s]

Mapping potential matches:  29%|██▊       | 63/220 [00:02<00:05, 28.44it/s]

Mapping potential matches:  30%|███       | 66/220 [00:02<00:05, 28.60it/s]

Mapping potential matches:  31%|███▏      | 69/220 [00:02<00:05, 28.79it/s]

Mapping potential matches:  33%|███▎      | 72/220 [00:02<00:05, 28.52it/s]

Mapping potential matches:  34%|███▍      | 75/220 [00:02<00:05, 28.44it/s]

Mapping potential matches:  35%|███▌      | 78/220 [00:02<00:05, 28.07it/s]

Mapping potential matches:  37%|███▋      | 81/220 [00:02<00:04, 28.03it/s]

Mapping potential matches:  38%|███▊      | 84/220 [00:02<00:04, 27.94it/s]

Mapping potential matches:  40%|███▉      | 87/220 [00:03<00:04, 27.78it/s]

Mapping potential matches:  41%|████      | 90/220 [00:03<00:04, 27.73it/s]

Mapping potential matches:  42%|████▏     | 93/220 [00:03<00:04, 27.63it/s]

Mapping potential matches:  44%|████▎     | 96/220 [00:03<00:04, 27.65it/s]

Mapping potential matches:  45%|████▌     | 99/220 [00:03<00:04, 27.77it/s]

Mapping potential matches:  46%|████▋     | 102/220 [00:03<00:04, 27.88it/s]

Mapping potential matches:  48%|████▊     | 105/220 [00:03<00:04, 27.95it/s]

Mapping potential matches:  49%|████▉     | 108/220 [00:03<00:04, 27.85it/s]

Mapping potential matches:  50%|█████     | 111/220 [00:03<00:03, 27.71it/s]

Mapping potential matches:  52%|█████▏    | 114/220 [00:04<00:03, 27.65it/s]

Mapping potential matches:  53%|█████▎    | 117/220 [00:04<00:03, 27.64it/s]

Mapping potential matches:  55%|█████▍    | 120/220 [00:04<00:03, 27.63it/s]

Mapping potential matches:  56%|█████▌    | 123/220 [00:04<00:03, 27.66it/s]

Mapping potential matches:  57%|█████▋    | 126/220 [00:04<00:03, 27.80it/s]

Mapping potential matches:  59%|█████▊    | 129/220 [00:04<00:03, 27.87it/s]

Mapping potential matches:  60%|██████    | 132/220 [00:04<00:03, 27.83it/s]

Mapping potential matches:  61%|██████▏   | 135/220 [00:04<00:03, 27.84it/s]

Mapping potential matches:  63%|██████▎   | 138/220 [00:04<00:02, 27.93it/s]

Mapping potential matches:  64%|██████▍   | 141/220 [00:05<00:02, 27.93it/s]

Mapping potential matches:  65%|██████▌   | 144/220 [00:05<00:02, 27.89it/s]

Mapping potential matches:  67%|██████▋   | 147/220 [00:05<00:02, 27.90it/s]

Mapping potential matches:  68%|██████▊   | 150/220 [00:05<00:02, 28.01it/s]

Mapping potential matches:  70%|██████▉   | 153/220 [00:05<00:02, 27.94it/s]

Mapping potential matches:  71%|███████   | 156/220 [00:05<00:02, 27.88it/s]

Mapping potential matches:  72%|███████▏  | 159/220 [00:05<00:02, 27.94it/s]

Mapping potential matches:  74%|███████▎  | 162/220 [00:05<00:02, 28.00it/s]

Mapping potential matches:  75%|███████▌  | 165/220 [00:05<00:01, 27.98it/s]

Mapping potential matches:  76%|███████▋  | 168/220 [00:06<00:01, 27.93it/s]

Mapping potential matches:  78%|███████▊  | 171/220 [00:06<00:01, 27.99it/s]

Mapping potential matches:  79%|███████▉  | 174/220 [00:06<00:01, 27.92it/s]

Mapping potential matches:  80%|████████  | 177/220 [00:06<00:01, 27.92it/s]

Mapping potential matches:  82%|████████▏ | 180/220 [00:06<00:01, 27.82it/s]

Mapping potential matches:  83%|████████▎ | 183/220 [00:06<00:01, 27.76it/s]

Mapping potential matches:  85%|████████▍ | 186/220 [00:06<00:01, 27.71it/s]

Mapping potential matches:  86%|████████▌ | 189/220 [00:06<00:01, 27.70it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:06<00:01, 27.69it/s]

Mapping potential matches:  89%|████████▊ | 195/220 [00:06<00:00, 27.74it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:07<00:00, 27.82it/s]

Mapping potential matches:  91%|█████████▏| 201/220 [00:07<00:00, 27.86it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:07<00:00, 27.88it/s]

Mapping potential matches:  94%|█████████▍| 207/220 [00:07<00:00, 27.94it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:07<00:00, 27.96it/s]

Mapping potential matches:  97%|█████████▋| 213/220 [00:07<00:00, 27.98it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:07<00:00, 27.99it/s]

Mapping potential matches: 100%|█████████▉| 219/220 [00:07<00:00, 28.06it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:07<00:00, 27.96it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001879
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|▏         | 3/220 [00:00<00:07, 27.92it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:07, 28.01it/s]

Mapping potential matches:   4%|▍         | 9/220 [00:00<00:07, 28.24it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:00<00:07, 28.46it/s]

Mapping potential matches:   7%|▋         | 15/220 [00:00<00:07, 28.40it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:00<00:07, 28.45it/s]

Mapping potential matches:  10%|▉         | 21/220 [00:00<00:06, 28.50it/s]

Mapping potential matches:  11%|█         | 24/220 [00:00<00:06, 28.24it/s]

Mapping potential matches:  12%|█▏        | 27/220 [00:00<00:06, 28.21it/s]

Mapping potential matches:  14%|█▎        | 30/220 [00:01<00:06, 28.40it/s]

Mapping potential matches:  15%|█▌        | 33/220 [00:01<00:06, 28.51it/s]

Mapping potential matches:  16%|█▋        | 36/220 [00:01<00:06, 28.66it/s]

Mapping potential matches:  18%|█▊        | 39/220 [00:01<00:06, 27.93it/s]

Mapping potential matches:  19%|█▉        | 42/220 [00:01<00:06, 28.19it/s]

Mapping potential matches:  20%|██        | 45/220 [00:01<00:06, 28.35it/s]

Mapping potential matches:  22%|██▏       | 48/220 [00:01<00:06, 28.55it/s]

Mapping potential matches:  23%|██▎       | 51/220 [00:01<00:05, 28.64it/s]

Mapping potential matches:  25%|██▍       | 54/220 [00:01<00:05, 28.64it/s]

Mapping potential matches:  26%|██▌       | 57/220 [00:02<00:05, 28.72it/s]

Mapping potential matches:  27%|██▋       | 60/220 [00:02<00:05, 28.71it/s]

Mapping potential matches:  29%|██▊       | 63/220 [00:02<00:05, 28.71it/s]

Mapping potential matches:  30%|███       | 66/220 [00:02<00:05, 28.68it/s]

Mapping potential matches:  31%|███▏      | 69/220 [00:02<00:05, 28.60it/s]

Mapping potential matches:  33%|███▎      | 72/220 [00:02<00:05, 28.58it/s]

Mapping potential matches:  34%|███▍      | 75/220 [00:02<00:05, 28.43it/s]

Mapping potential matches:  35%|███▌      | 78/220 [00:02<00:05, 28.28it/s]

Mapping potential matches:  37%|███▋      | 81/220 [00:02<00:04, 28.08it/s]

Mapping potential matches:  38%|███▊      | 84/220 [00:02<00:04, 27.92it/s]

Mapping potential matches:  40%|███▉      | 87/220 [00:03<00:04, 27.96it/s]

Mapping potential matches:  41%|████      | 90/220 [00:03<00:04, 27.95it/s]

Mapping potential matches:  42%|████▏     | 93/220 [00:03<00:04, 27.97it/s]

Mapping potential matches:  44%|████▎     | 96/220 [00:03<00:04, 28.03it/s]

Mapping potential matches:  45%|████▌     | 99/220 [00:03<00:04, 26.58it/s]

Mapping potential matches:  46%|████▋     | 102/220 [00:03<00:04, 26.98it/s]

Mapping potential matches:  48%|████▊     | 105/220 [00:03<00:04, 27.39it/s]

Mapping potential matches:  49%|████▉     | 108/220 [00:03<00:04, 27.57it/s]

Mapping potential matches:  50%|█████     | 111/220 [00:03<00:04, 26.94it/s]

Mapping potential matches:  52%|█████▏    | 114/220 [00:04<00:03, 27.47it/s]

Mapping potential matches:  53%|█████▎    | 117/220 [00:04<00:03, 27.75it/s]

Mapping potential matches:  55%|█████▍    | 120/220 [00:04<00:03, 28.12it/s]

Mapping potential matches:  56%|█████▌    | 123/220 [00:04<00:03, 28.36it/s]

Mapping potential matches:  57%|█████▋    | 126/220 [00:04<00:03, 28.39it/s]

Mapping potential matches:  59%|█████▊    | 129/220 [00:04<00:03, 28.46it/s]

Mapping potential matches:  60%|██████    | 132/220 [00:04<00:03, 28.62it/s]

Mapping potential matches:  61%|██████▏   | 135/220 [00:04<00:03, 28.26it/s]

Mapping potential matches:  63%|██████▎   | 138/220 [00:04<00:02, 28.32it/s]

Mapping potential matches:  64%|██████▍   | 141/220 [00:05<00:02, 28.22it/s]

Mapping potential matches:  65%|██████▌   | 144/220 [00:05<00:02, 28.04it/s]

Mapping potential matches:  67%|██████▋   | 147/220 [00:05<00:02, 28.08it/s]

Mapping potential matches:  68%|██████▊   | 150/220 [00:05<00:02, 28.05it/s]

Mapping potential matches:  70%|██████▉   | 153/220 [00:05<00:02, 27.83it/s]

Mapping potential matches:  71%|███████   | 156/220 [00:05<00:02, 27.29it/s]

Mapping potential matches:  72%|███████▏  | 159/220 [00:05<00:02, 26.98it/s]

Mapping potential matches:  74%|███████▎  | 162/220 [00:05<00:02, 26.86it/s]

Mapping potential matches:  75%|███████▌  | 165/220 [00:05<00:02, 27.09it/s]

Mapping potential matches:  76%|███████▋  | 168/220 [00:05<00:01, 27.35it/s]

Mapping potential matches:  78%|███████▊  | 171/220 [00:06<00:01, 27.43it/s]

Mapping potential matches:  79%|███████▉  | 174/220 [00:06<00:01, 27.66it/s]

Mapping potential matches:  80%|████████  | 177/220 [00:06<00:01, 27.87it/s]

Mapping potential matches:  82%|████████▏ | 180/220 [00:06<00:01, 27.98it/s]

Mapping potential matches:  83%|████████▎ | 183/220 [00:06<00:01, 28.02it/s]

Mapping potential matches:  85%|████████▍ | 186/220 [00:06<00:01, 27.97it/s]

Mapping potential matches:  86%|████████▌ | 189/220 [00:06<00:01, 28.04it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:06<00:01, 27.93it/s]

Mapping potential matches:  89%|████████▊ | 195/220 [00:06<00:00, 28.00it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:07<00:00, 28.09it/s]

Mapping potential matches:  91%|█████████▏| 201/220 [00:07<00:00, 27.87it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:07<00:00, 27.85it/s]

Mapping potential matches:  94%|█████████▍| 207/220 [00:07<00:00, 27.98it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:07<00:00, 28.00it/s]

Mapping potential matches:  97%|█████████▋| 213/220 [00:07<00:00, 28.08it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:07<00:00, 28.05it/s]

Mapping potential matches: 100%|█████████▉| 219/220 [00:07<00:00, 27.93it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:07<00:00, 28.02it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001880
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|▏         | 3/220 [00:00<00:07, 27.83it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:07, 28.15it/s]

Mapping potential matches:   4%|▍         | 9/220 [00:00<00:07, 28.23it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:00<00:07, 28.20it/s]

Mapping potential matches:   7%|▋         | 15/220 [00:00<00:07, 28.33it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:00<00:07, 28.37it/s]

Mapping potential matches:  10%|▉         | 21/220 [00:00<00:07, 28.07it/s]

Mapping potential matches:  11%|█         | 24/220 [00:00<00:07, 27.98it/s]

Mapping potential matches:  12%|█▏        | 27/220 [00:00<00:06, 28.06it/s]

Mapping potential matches:  14%|█▎        | 30/220 [00:01<00:06, 28.09it/s]

Mapping potential matches:  15%|█▌        | 33/220 [00:01<00:06, 28.18it/s]

Mapping potential matches:  16%|█▋        | 36/220 [00:01<00:06, 28.27it/s]

Mapping potential matches:  18%|█▊        | 39/220 [00:01<00:06, 28.33it/s]

Mapping potential matches:  19%|█▉        | 42/220 [00:01<00:06, 27.05it/s]

Mapping potential matches:  20%|██        | 45/220 [00:01<00:06, 27.53it/s]

Mapping potential matches:  22%|██▏       | 48/220 [00:01<00:06, 27.62it/s]

Mapping potential matches:  23%|██▎       | 51/220 [00:01<00:06, 27.79it/s]

Mapping potential matches:  25%|██▍       | 54/220 [00:01<00:05, 28.08it/s]

Mapping potential matches:  26%|██▌       | 57/220 [00:02<00:05, 28.10it/s]

Mapping potential matches:  27%|██▋       | 60/220 [00:02<00:05, 28.24it/s]

Mapping potential matches:  29%|██▊       | 63/220 [00:02<00:05, 28.32it/s]

Mapping potential matches:  30%|███       | 66/220 [00:02<00:05, 28.34it/s]

Mapping potential matches:  31%|███▏      | 69/220 [00:02<00:05, 28.27it/s]

Mapping potential matches:  33%|███▎      | 72/220 [00:02<00:05, 28.31it/s]

Mapping potential matches:  34%|███▍      | 75/220 [00:02<00:05, 28.33it/s]

Mapping potential matches:  35%|███▌      | 78/220 [00:02<00:05, 28.24it/s]

Mapping potential matches:  37%|███▋      | 81/220 [00:02<00:04, 28.25it/s]

Mapping potential matches:  38%|███▊      | 84/220 [00:02<00:04, 28.14it/s]

Mapping potential matches:  40%|███▉      | 87/220 [00:03<00:04, 28.26it/s]

Mapping potential matches:  41%|████      | 90/220 [00:03<00:04, 28.07it/s]

Mapping potential matches:  42%|████▏     | 93/220 [00:03<00:04, 27.23it/s]

Mapping potential matches:  44%|████▎     | 96/220 [00:03<00:04, 26.93it/s]

Mapping potential matches:  45%|████▌     | 99/220 [00:03<00:04, 27.29it/s]

Mapping potential matches:  46%|████▋     | 102/220 [00:03<00:04, 27.61it/s]

Mapping potential matches:  48%|████▊     | 105/220 [00:03<00:04, 27.82it/s]

Mapping potential matches:  49%|████▉     | 108/220 [00:03<00:04, 26.98it/s]

Mapping potential matches:  50%|█████     | 111/220 [00:03<00:04, 26.36it/s]

Mapping potential matches:  52%|█████▏    | 114/220 [00:04<00:03, 26.89it/s]

Mapping potential matches:  53%|█████▎    | 117/220 [00:04<00:03, 27.36it/s]

Mapping potential matches:  55%|█████▍    | 120/220 [00:04<00:03, 27.57it/s]

Mapping potential matches:  56%|█████▌    | 123/220 [00:04<00:03, 27.60it/s]

Mapping potential matches:  57%|█████▋    | 126/220 [00:04<00:03, 27.77it/s]

Mapping potential matches:  59%|█████▊    | 129/220 [00:04<00:03, 27.92it/s]

Mapping potential matches:  60%|██████    | 132/220 [00:04<00:03, 27.83it/s]

Mapping potential matches:  61%|██████▏   | 135/220 [00:04<00:03, 27.95it/s]

Mapping potential matches:  63%|██████▎   | 138/220 [00:04<00:03, 27.02it/s]

Mapping potential matches:  64%|██████▍   | 141/220 [00:05<00:02, 27.30it/s]

Mapping potential matches:  65%|██████▌   | 144/220 [00:05<00:02, 27.44it/s]

Mapping potential matches:  67%|██████▋   | 147/220 [00:05<00:02, 27.65it/s]

Mapping potential matches:  68%|██████▊   | 150/220 [00:05<00:02, 27.89it/s]

Mapping potential matches:  70%|██████▉   | 153/220 [00:05<00:02, 28.04it/s]

Mapping potential matches:  71%|███████   | 156/220 [00:05<00:02, 28.16it/s]

Mapping potential matches:  72%|███████▏  | 159/220 [00:05<00:02, 28.22it/s]

Mapping potential matches:  74%|███████▎  | 162/220 [00:05<00:02, 28.28it/s]

Mapping potential matches:  75%|███████▌  | 165/220 [00:05<00:01, 28.23it/s]

Mapping potential matches:  76%|███████▋  | 168/220 [00:06<00:01, 28.20it/s]

Mapping potential matches:  78%|███████▊  | 171/220 [00:06<00:01, 28.29it/s]

Mapping potential matches:  79%|███████▉  | 174/220 [00:06<00:01, 28.37it/s]

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Mapping potential matches:  86%|████████▌ | 189/220 [00:06<00:01, 28.19it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:06<00:00, 28.26it/s]

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Mapping potential matches:  91%|█████████▏| 201/220 [00:07<00:00, 28.43it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:07<00:00, 28.33it/s]

Mapping potential matches:  94%|█████████▍| 207/220 [00:07<00:00, 28.39it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:07<00:00, 28.44it/s]

Mapping potential matches:  97%|█████████▋| 213/220 [00:07<00:00, 28.22it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:07<00:00, 28.45it/s]

Mapping potential matches: 100%|█████████▉| 219/220 [00:07<00:00, 28.54it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:07<00:00, 27.99it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001881
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|▏         | 3/220 [00:00<00:07, 28.43it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:07, 28.12it/s]

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Mapping potential matches:   5%|▌         | 12/220 [00:00<00:07, 28.27it/s]

Mapping potential matches:   7%|▋         | 15/220 [00:00<00:07, 28.25it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:00<00:07, 28.28it/s]

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Mapping potential matches:  11%|█         | 24/220 [00:00<00:06, 28.28it/s]

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Mapping potential matches:  33%|███▎      | 72/220 [00:02<00:05, 27.77it/s]

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Mapping potential matches:  74%|███████▎  | 162/220 [00:05<00:02, 28.64it/s]

Mapping potential matches:  75%|███████▌  | 165/220 [00:05<00:01, 28.60it/s]

Mapping potential matches:  76%|███████▋  | 168/220 [00:05<00:01, 28.61it/s]

Mapping potential matches:  78%|███████▊  | 171/220 [00:06<00:01, 28.70it/s]

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Mapping potential matches:  82%|████████▏ | 180/220 [00:06<00:01, 28.48it/s]

Mapping potential matches:  83%|████████▎ | 183/220 [00:06<00:01, 28.27it/s]

Mapping potential matches:  85%|████████▍ | 186/220 [00:06<00:01, 28.14it/s]

Mapping potential matches:  86%|████████▌ | 189/220 [00:06<00:01, 28.23it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:06<00:00, 28.18it/s]

Mapping potential matches:  89%|████████▊ | 195/220 [00:06<00:00, 28.12it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:06<00:00, 28.14it/s]

Mapping potential matches:  91%|█████████▏| 201/220 [00:07<00:00, 28.20it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:07<00:00, 28.26it/s]

Mapping potential matches:  94%|█████████▍| 207/220 [00:07<00:00, 28.28it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:07<00:00, 28.33it/s]

Mapping potential matches:  97%|█████████▋| 213/220 [00:07<00:00, 28.48it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:07<00:00, 28.54it/s]

Mapping potential matches: 100%|█████████▉| 219/220 [00:07<00:00, 28.46it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:07<00:00, 28.40it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
C18-neg
0083_XAV_IBD1014_FFA-PRISM_8226_CD.raw
C18-neg
0084_XAV_IBD1014_FFA-PRISM_7904_HC.raw
C18-neg
0085_XAV_IBD1014_FFA-PRISM_8794_CD.raw
C18-neg
0086_XAV_IBD1014_FFA-PRISM_8788_HC.raw
C18-neg
0087_XAV_IBD1014_FFA-PRISM_8809_UC.raw
C18-neg
0088_XAV_IBD1014_FFA-PRISM_7762_UC.raw
C18-neg
0089_XAV_IBD1014_FFA-PRISM_8844_UC.raw
C18-neg
0090_XAV_IBD1014_FFA-PRISM_7486_CD.raw
C18-neg
0091_XAV_IBD1014_FFA-PRISM_8765_HC.raw
C18-neg
0092_XAV_IBD1014_FFA-PRISM_8683_HC.raw
C18-neg
0093_XAV_IBD1014_FFA-PRISM_7879_HC.raw
C18-neg
0094_XAV_IBD1014_FFA-PRISM_8982_UC.raw
C18-neg
0095_XAV_IBD1014_FFA-PRISM_8096_UC.raw
C18-neg
0096_XAV_IBD1014_FFA-PRISM_8692_UC.raw
C18-neg
0097_XAV_IBD1014_FFA-PRISM_7938_CD.raw
C18-neg
0098_XAV_IBD1014_FFA-PRISM_8898_UC.raw
C18-neg
0099_XAV_IBD1014_FFA-PRISM_8444_UC.raw
C18-neg
0100_XAV_IBD1014_FFA-PRISM_7847_HC.raw
C18-neg
0101_XAV_IBD1014_FFA-PRISM_7861_HC.raw
C18-neg
0102_XAV_IBD1014_FFA-PRISM_8789_HC.raw
C18-neg
0103_XAV_IBD1014_FFA-PRISM_8892_CD.raw
C18-neg
0104_XAV_IBD1014_FFA-PRISM_8485_CD.raw
C18-neg
0105_XAV_IBD1014_FFA-PRISM_8805_UC.raw
C18-neg
0106_XAV_IBD1014_FFA-PRISM_8573_CD.raw
C18-neg
0107_XAV_IBD1014_FFA-PRISM_8754_HC.raw
C18-neg
0108_XAV_IBD1014_FFA-PRISM_7843_CD.raw
C18-neg
0109_XAV_IBD1014_FFA-PRISM_8523_CD.raw
C18-neg
0110_XAV_IBD1014_FFA-PRISM_8878_CD.raw
C18-neg
0111_XAV_IBD1014_FFA-PRISM_9030_UC.raw
C18-neg
0112_XAV_IBD1014_FFA-PRISM_8589_HC.raw
C18-neg
0113_XAV_IBD1014_FFA-PRISM_8847_CD.raw
C18-neg
0114_XAV_IBD1014_FFA-PRISM_7408_CD.raw
C18-neg
0115_XAV_IBD1014_FFA-PRISM_8336_CD.raw
C18-neg
0116_XAV_IBD1014_FFA-PRISM_8849_UC.raw
C18-neg
0117_XAV_IBD1014_FFA-PRISM_7547_CD.raw
C18-neg
0118_XAV_IBD1014_FFA-PRISM_8565_CD.raw
C18-neg
0119_XAV_IBD1014_FFA-PRISM_7662_HC.raw
C18-neg
0120_XAV_IBD1014_FFA-PRISM_7941_CD.raw
C18-neg
0121_XAV_IBD1014_FFA-PRISM_8511_UC.raw
C18-neg
0122_XAV_IBD1014_FFA-PRISM_8776_HC.raw
C18-neg
0123_XAV_IBD1014_FFA-PRISM_7852_UC.raw
C18-neg
0124_XAV_IBD1014_FFA-PRISM_8785_UC.raw
C18-neg
0125_XAV_IBD1014_FFA-PRISM_7862_HC.raw
C18-neg
0126_XAV_IBD1014_FFA-PRISM_7908_HC.raw
C18-neg
0127_XAV_IBD1014_FFA-PRISM_8605_UC.raw
C18-neg
0128_XAV_IBD1014_FFA-PRISM_8406_CD.raw
C18-neg
0129_XAV_IBD1014_FFA-PRISM_7759_CD.raw
C18-neg
0130_XAV_IBD1014_FFA-PRISM_8264_CD.raw
C18-neg
0131_XAV_IBD1014_FFA-PRISM_8932_UC.raw
C18-neg
0132_XAV_IBD1014_FFA-PRISM_8774_HC.raw
C18-neg
0133_XAV_IBD1014_FFA-PRISM_9033_UC.raw
C18-neg
0134_XAV_IBD1014_FFA-PRISM_7911_HC.raw
C18-neg
0135_XAV_IBD1014_FFA-PRISM_8592_CD.raw
C18-neg
0136_XAV_IBD1014_FFA-PRISM_8361_CD.raw
C18-neg
0137_XAV_IBD1014_FFA-PRISM_8275_UC.raw
C18-neg
0138_XAV_IBD1014_FFA-PRISM_8475_CD.raw
C18-neg
0139_XAV_IBD1014_FFA-PRISM_8795_UC.raw
C18-neg
0140_XAV_IBD1014_FFA-PRISM_8800_CD.raw
C18-neg
0141_XAV_IBD1014_FFA-PRISM_8496_CD.raw
C18-neg
0142_XAV_IBD1014_FFA-PRISM_8882_UC.raw
C18-neg
0143_XAV_IBD1014_FFA-PRISM_9074_UC.raw
C18-neg
0144_XAV_IBD1014_FFA-PRISM_8106_UC.raw
C18-neg
0145_XAV_IBD1014_FFA-PRISM_8807_CD.raw
C18-neg
0146_XAV_IBD1014_FFA-PRISM_7238_CD.raw
C18-neg
0147_XAV_IBD1014_FFA-PRISM_8458_UC.raw
C18-neg
0149_XAV_IBD1014_FFA-PRISM_8503_UC.raw
C18-neg
0150_XAV_IBD1014_FFA-PRISM_9018_UC.raw
C18-neg
0151_XAV_IBD1014_FFA-PRISM_9010_UC.raw
C18-neg
0152_XAV_IBD1014_FFA-PRISM_8629_CD.raw
C18-neg
0153_XAV_IBD1014_FFA-PRISM_8778_UC.raw
C18-neg
0154_XAV_IBD1014_FFA-PRISM_8728_UC.raw
C18-neg
0155_XAV_IBD1014_FFA-PRISM_9079_UC.raw
C18-neg
0156_XAV_IBD1014_FFA-PRISM_8332_HC.raw
C18-neg
0157_XAV_IBD1014_FFA-PRISM_7860_HC.raw
C18-neg
0158_XAV_IBD1014_FFA-PRISM_8377_CD.raw
C18-neg
0159_XAV_IBD1014_FFA-PRISM_8749_CD.raw
C18-neg
0160_XAV_IBD1014_FFA-PRISM_8464_UC.raw
C18-neg
0161_XAV_IBD1014_FFA-PRISM_8803_UC.raw
C18-neg
0162_XAV_IBD1014_FFA-PRISM_7910_HC.raw
C18-neg
0163_XAV_IBD1014_FFA-PRISM_8441_UC.raw
C18-neg
0164_XAV_IBD1014_FFA-PRISM_8802_CD.raw
C18-neg
0165rex_XAV_IBD1014_FFA-PRISM_8564_CD.raw
C18-neg
0166_XAV_IBD1014_FFA-PRISM_8667_UC.raw
C18-neg
0167rex_XAV_IBD1014_FFA-PRISM_7870_HC.raw
C18-neg
0168_XAV_IBD1014_FFA-PRISM_8283_HC.raw
C18-neg
0169_XAV_IBD1014_FFA-PRISM_8696_UC.raw
C18-neg
0170_XAV_IBD1014_FFA-PRISM_7153_CD.raw
C18-neg
0171_XAV_IBD1014_FFA-PRISM_7445_CD.raw
C18-neg
0172_XAV_IBD1014_FFA-PRISM_8758_CD.raw
C18-neg
0173_XAV_IBD1014_FFA-PRISM_7899_HC.raw
C18-neg
0174_XAV_IBD1014_FFA-PRISM_7406_CD.raw
C18-neg
0175_XAV_IBD1014_FFA-PRISM_8764_HC.raw
C18-neg
0176_XAV_IBD1014_FFA-PRISM_8095_CD.raw
C18-neg
0177_XAV_IBD1014_FFA-PRISM_8998_UC.raw
C18-neg
0178_XAV_IBD1014_FFA-PRISM_7744_CD.raw
C18-neg
0180rex_XAV_IBD1014_FFA-PRISM_7150_CD.raw
C18-neg
0181_XAV_IBD1014_FFA-PRISM_8784_HC.raw
C18-neg
0182_XAV_IBD1014_FFA-PRISM_7955_HC.raw
C18-neg
0183_XAV_IBD1014_FFA-PRISM_7906_HC.raw
C18-neg
0184_XAV_IBD1014_FFA-PRISM_8101_UC.raw
C18-neg
0186_XAV_IBD1014_FFA-PRISM_8452_CD.raw
C18-neg
0187_XAV_IBD1014_FFA-PRISM_7897_UC.raw
C18-neg
0188_XAV_IBD1014_FFA-PRISM_7506_UC.raw
C18-neg
0189_XAV_IBD1014_FFA-PRISM_7948_CD.raw
C18-neg
0190rex_XAV_IBD1014_FFA-PRISM_8534_CD.raw
C18-neg
0191_XAV_IBD1014_FFA-PRISM_8815_UC.raw
C18-neg
0192_XAV_IBD1014_FFA-PRISM_8462_CD.raw
C18-neg
0193_XAV_IBD1014_FFA-PRISM_7658_CD.raw
C18-neg
0194_XAV_IBD1014_FFA-PRISM_7122_CD.raw
C18-neg
0195_XAV_IBD1014_FFA-PRISM_8746_CD.raw
C18-neg
0196_XAV_IBD1014_FFA-PRISM_8515_UC.raw
C18-neg
0197_XAV_IBD1014_FFA-PRISM_7858_HC.raw
C18-neg
0198_XAV_IBD1014_FFA-PRISM_7874_HC.raw
C18-neg
0199_XAV_IBD1014_FFA-PRISM_8624_CD.raw
C18-neg
0200_XAV_IBD1014_FFA-PRISM_8447_UC.raw
C18-neg
0201_XAV_IBD1014_FFA-PRISM_8467_CD.raw
C18-neg
0203_XAV_IBD1014_FFA-PRISM_8841_CD.raw
C18-neg
0204_XAV_IBD1014_FFA-PRISM_7776_UC.raw
C18-neg
0205_XAV_IBD1014_FFA-PRISM_7855_HC.raw
C18-neg
0206_XAV_IBD1014_FFA-PRISM_8894_UC.raw
C18-neg
0207_XAV_IBD1014_FFA-PRISM_7971_CD.raw
C18-neg
0208_XAV_IBD1014_FFA-PRISM_8924_UC.raw
C18-neg
0209_XAV_IBD1014_FFA-PRISM_8374_CD.raw
C18-neg
0210_XAV_IBD1014_FFA-PRISM_8244_HC.raw
C18-neg
0211_XAV_IBD1014_FFA-PRISM_7496_UC.raw
C18-neg
0212_XAV_IBD1014_FFA-PRISM_8628_UC.raw
C18-neg
0213_XAV_IBD1014_FFA-PRISM_8846_UC.raw
C18-neg
0214_XAV_IBD1014_FFA-PRISM_7909_HC.raw
C18-neg
0215_XAV_IBD1014_FFA-PRISM_8129_UC.raw
C18-neg
0216_XAV_IBD1014_FFA-PRISM_8734_UC.raw
C18-neg
0217_XAV_IBD1014_FFA-PRISM_8783_CD.raw
C18-neg
0218_XAV_IBD1014_FFA-PRISM_8550_CD.raw
C18-neg
0219_XAV_IBD1014_FFA-PRISM_8591_CD.raw
C18-neg
0220_XAV_IBD1014_FFA-PRISM_7989_CD.raw
C18-neg
0221_XAV_IBD1014_FFA-PRISM_7184_CD.raw
C18-neg
0222_XAV_IBD1014_FFA-PRISM_7912_HC.raw
C18-neg
0223_XAV_IBD1014_FFA-PRISM_8806_CD.raw
C18-neg
0224_XAV_IBD1014_FFA-PRISM_8735_UC.raw
C18-neg
0225_XAV_IBD1014_FFA-PRISM_7147_CD.raw
C18-neg
0226_XAV_IBD1014_FFA-PRISM_7421_CD.raw
C18-neg
0227_XAV_IBD1014_FFA-PRISM_8502_UC.raw
C18-neg
0228_XAV_IBD1014_FFA-PRISM_8480_UC.raw
C18-neg
0229_XAV_IBD1014_FFA-PRISM_8483_CD.raw
C18-neg
0230_XAV_IBD1014_FFA-PRISM_8565_CD.raw
C18-neg
0231_XAV_IBD1014_FFA-PRISM_8466_CD.raw
C18-neg
0232_XAV_IBD1014_FFA-PRISM_8843_CD.raw
C18-neg
0233_XAV_IBD1014_FFA-PRISM_7875_CD.raw
C18-neg
0234_XAV_IBD1014_FFA-PRISM_8513_UC.raw
C18-neg
0235_XAV_IBD1014_FFA-PRISM_7791_CD.raw
C18-neg
0236_XAV_IBD1014_FFA-PRISM_8753_CD.raw
C18-neg
0237_XAV_IBD1014_FFA-PRISM_9148_HC.raw
C18-neg
0238_XAV_IBD1014_FFA-PRISM_9126_HC.raw
C18-neg
0239_XAV_IBD1014_FFA-PRISM_8675_CD.raw
C18-neg
0240_XAV_IBD1014_FFA-PRISM_7947_CD.raw
C18-neg
0241_XAV_IBD1014_FFA-PRISM_8537_CD.raw
C18-neg
0242_XAV_IBD1014_FFA-PRISM_8577_CD.raw
C18-neg
0300_XAV_IBD1014_FFA-Neth_LLDeep_0026.raw
C18-neg
0301_XAV_IBD1014_FFA-Neth_LLDeep_0011.raw
C18-neg
0305_XAV_IBD1014_FFA-Neth_LLDeep_0037.raw
C18-neg
0310_XAV_IBD1014_FFA-Neth_LLDeep_0033.raw
C18-neg
0311_XAV_IBD1014_FFA-Neth_LLDeep_0021.raw
C18-neg
0316_XAV_IBD1014_FFA-Neth_UMCG1708847.raw
C18-neg
0321_XAV_IBD1014_FFA-Neth_LLDeep_0012.raw
C18-neg
0323_XAV_IBD1014_FFA-Neth_LLDeep_0034.raw
C18-neg
0324_XAV_IBD1014_FFA-Neth_LLDeep_0022.raw
C18-neg
0325_XAV_IBD1014_FFA-Neth_LLDeep_0027.raw
C18-neg
0327_XAV_IBD1014_FFA-Neth_UMCG4789724.raw
C18-neg
0330_XAV_IBD1014_FFA-Neth_LLDeep_0043.raw
C18-neg
0331_XAV_IBD1014_FFA-Neth_LLDeep_0047.raw
C18-neg
0334_XAV_IBD1014_FFA-Neth_LLDeep_0018.raw
C18-neg
0337_XAV_IBD1014_FFA-Neth_LLDeep_0001.raw
C18-neg
0342_XAV_IBD1014_FFA-Neth_LLDeep_0024.raw
C18-neg
0343_XAV_IBD1014_FFA-Neth_LLDeep_0010.raw
C18-neg
0345_XAV_IBD1014_FFA-Neth_LLDeep_0028.raw
C18-neg
0349_XAV_IBD1014_FFA-Neth_LLDeep_0015.raw
C18-neg
0350_XAV_IBD1014_FFA-Neth_LLDeep_0029.raw
C18-neg
0360_XAV_IBD1014_FFA-Neth_LLDeep_0030.raw
C18-neg
0361_XAV_IBD1014_FFA-Neth_LLDeep_0039.raw
C18-neg
0362_XAV_IBD1014_FFA-Neth_LLDeep_0003.raw
C18-neg
0366_XAV_IBD1014_FFA-Neth_LLDeep_0052.raw
C8-pos
0083_XAV_IBD1014_LIP-PRISM_8226_CD.raw
C8-pos
0084_XAV_IBD1014_LIP-PRISM_7904_HC.raw
C8-pos
0085_XAV_IBD1014_LIP-PRISM_8794_CD.raw
C8-pos
0086_XAV_IBD1014_LIP-PRISM_8788_HC.raw
C8-pos
0087_XAV_IBD1014_LIP-PRISM_8809_UC.raw
C8-pos
0088_XAV_IBD1014_LIP-PRISM_7762_UC.raw
C8-pos
0089_XAV_IBD1014_LIP-PRISM_8844_UC.raw
C8-pos
0090_XAV_IBD1014_LIP-PRISM_7486_CD.raw
C8-pos
0091_XAV_IBD1014_LIP-PRISM_8765_HC.raw
C8-pos
0092_XAV_IBD1014_LIP-PRISM_8683_HC.raw
C8-pos
0093_XAV_IBD1014_LIP-PRISM_7879_HC.raw
C8-pos
0094_XAV_IBD1014_LIP-PRISM_8982_UC.raw
C8-pos
0095_XAV_IBD1014_LIP-PRISM_8096_UC.raw
C8-pos
0096_XAV_IBD1014_LIP-PRISM_8692_UC.raw
C8-pos
0097_XAV_IBD1014_LIP-PRISM_7938_CD.raw
C8-pos
0098_XAV_IBD1014_LIP-PRISM_8898_UC.raw
C8-pos
0099_XAV_IBD1014_LIP-PRISM_8444_UC.raw
C8-pos
0100_XAV_IBD1014_LIP-PRISM_7847_HC.raw
C8-pos
0101_XAV_IBD1014_LIP-PRISM_7861_HC.raw
C8-pos
0102_XAV_IBD1014_LIP-PRISM_8789_HC.raw
C8-pos
0103_XAV_IBD1014_LIP-PRISM_8892_CD.raw
C8-pos
0104_XAV_IBD1014_LIP-PRISM_8485_CD.raw
C8-pos
0105_XAV_IBD1014_LIP-PRISM_8805_UC.raw
C8-pos
0106_XAV_IBD1014_LIP-PRISM_8573_CD.raw
C8-pos
0107_XAV_IBD1014_LIP-PRISM_8754_HC.raw
C8-pos
0108_XAV_IBD1014_LIP-PRISM_7843_CD.raw
C8-pos
0109_XAV_IBD1014_LIP-PRISM_8523_CD.raw
C8-pos
0110_XAV_IBD1014_LIP-PRISM_8878_CD.raw
C8-pos
0111_XAV_IBD1014_LIP-PRISM_9030_UC.raw
C8-pos
0112_XAV_IBD1014_LIP-PRISM_8589_HC.raw
C8-pos
0113_XAV_IBD1014_LIP-PRISM_8847_CD.raw
C8-pos
0114_XAV_IBD1014_LIP-PRISM_7408_CD.raw
C8-pos
0115_XAV_IBD1014_LIP-PRISM_8336_CD.raw
C8-pos
0116_XAV_IBD1014_LIP-PRISM_8849_UC.raw
C8-pos
0117_XAV_IBD1014_LIP-PRISM_7547_CD.raw
C8-pos
0118_XAV_IBD1014_LIP-PRISM_8565_CD.raw
C8-pos
0119_XAV_IBD1014_LIP-PRISM_7662_HC.raw
C8-pos
0120_XAV_IBD1014_LIP-PRISM_7941_CD.raw
C8-pos
0121_XAV_IBD1014_LIP-PRISM_8511_UC.raw
C8-pos
0122_XAV_IBD1014_LIP-PRISM_8776_HC.raw
C8-pos
0123_XAV_IBD1014_LIP-PRISM_7852_UC.raw
C8-pos
0124_XAV_IBD1014_LIP-PRISM_8785_UC.raw
C8-pos
0125_XAV_IBD1014_LIP-PRISM_7862_HC.raw
C8-pos
0126_XAV_IBD1014_LIP-PRISM_7908_HC.raw
C8-pos
0127_XAV_IBD1014_LIP-PRISM_8605_UC.raw
C8-pos
0128_XAV_IBD1014_LIP-PRISM_8406_CD.raw
C8-pos
0129_XAV_IBD1014_LIP-PRISM_7759_CD.raw
C8-pos
0130_XAV_IBD1014_LIP-PRISM_8264_CD.raw
C8-pos
0131_XAV_IBD1014_LIP-PRISM_8932_UC.raw
C8-pos
0132_XAV_IBD1014_LIP-PRISM_8774_HC.raw
C8-pos
0133_XAV_IBD1014_LIP-PRISM_9033_UC.raw
C8-pos
0134_XAV_IBD1014_LIP-PRISM_7911_HC.raw
C8-pos
0135_XAV_IBD1014_LIP-PRISM_8592_CD.raw
C8-pos
0136_XAV_IBD1014_LIP-PRISM_8361_CD.raw
C8-pos
0137_XAV_IBD1014_LIP-PRISM_8275_UC.raw
C8-pos
0138_XAV_IBD1014_LIP-PRISM_8475_CD.raw
C8-pos
0139_XAV_IBD1014_LIP-PRISM_8795_UC.raw
C8-pos
0140_XAV_IBD1014_LIP-PRISM_8800_CD.raw
C8-pos
0141_XAV_IBD1014_LIP-PRISM_8496_CD.raw
C8-pos
0142_XAV_IBD1014_LIP-PRISM_8882_UC.raw
C8-pos
0143_XAV_IBD1014_LIP-PRISM_9074_UC.raw
C8-pos
0144_XAV_IBD1014_LIP-PRISM_8106_UC.raw
C8-pos
0145_XAV_IBD1014_LIP-PRISM_8807_CD.raw
C8-pos
0146_XAV_IBD1014_LIP-PRISM_7238_CD.raw
C8-pos
0147_XAV_IBD1014_LIP-PRISM_8458_UC.raw
C8-pos
0149_XAV_IBD1014_LIP-PRISM_8503_UC.raw
C8-pos
0150reinj_XAV_IBD1014_LIP-PRISM_9018_UC.raw
C8-pos
0151reinj_XAV_IBD1014_LIP-PRISM_9010_UC.raw
C8-pos
0152reinj_XAV_IBD1014_LIP-PRISM_8629_CD.raw
C8-pos
0153_XAV_IBD1014_LIP-PRISM_8778_UC.raw
C8-pos
0154_XAV_IBD1014_LIP-PRISM_8728_UC.raw
C8-pos
0155_XAV_IBD1014_LIP-PRISM_9079_UC.raw
C8-pos
0156_XAV_IBD1014_LIP-PRISM_8332_HC.raw
C8-pos
0157_XAV_IBD1014_LIP-PRISM_7860_HC.raw
C8-pos
0158_XAV_IBD1014_LIP-PRISM_8377_CD.raw
C8-pos
0159_XAV_IBD1014_LIP-PRISM_8749_CD.raw
C8-pos
0160_XAV_IBD1014_LIP-PRISM_8464_UC.raw
C8-pos
0161_XAV_IBD1014_LIP-PRISM_8803_UC.raw
C8-pos
0162_XAV_IBD1014_LIP-PRISM_7910_HC.raw
C8-pos
0163_XAV_IBD1014_LIP-PRISM_8441_UC.raw
C8-pos
0164_XAV_IBD1014_LIP-PRISM_8802_CD.raw
C8-pos
0165_XAV_IBD1014_LIP-PRISM_8564_CD.raw
C8-pos
0166_XAV_IBD1014_LIP-PRISM_8667_UC.raw
C8-pos
0167_XAV_IBD1014_LIP-PRISM_7870_HC.raw
C8-pos
0168_XAV_IBD1014_LIP-PRISM_8283_HC.raw
C8-pos
0169_XAV_IBD1014_LIP-PRISM_8696_UC.raw
C8-pos
0170_XAV_IBD1014_LIP-PRISM_7153_CD.raw
C8-pos
0171_XAV_IBD1014_LIP-PRISM_7445_CD.raw
C8-pos
0172_XAV_IBD1014_LIP-PRISM_8758_CD.raw
C8-pos
0173_XAV_IBD1014_LIP-PRISM_7899_HC.raw
C8-pos
0174_XAV_IBD1014_LIP-PRISM_7406_CD.raw
C8-pos
0175_XAV_IBD1014_LIP-PRISM_8764_HC.raw
C8-pos
0176_XAV_IBD1014_LIP-PRISM_8095_CD.raw
C8-pos
0177_XAV_IBD1014_LIP-PRISM_8998_UC.raw
C8-pos
0178_XAV_IBD1014_LIP-PRISM_7744_CD.raw
C8-pos
0180_XAV_IBD1014_LIP-PRISM_7150_CD.raw
C8-pos
0181_XAV_IBD1014_LIP-PRISM_8784_HC.raw
C8-pos
0182_XAV_IBD1014_LIP-PRISM_7955_HC.raw
C8-pos
0183_XAV_IBD1014_LIP-PRISM_7906_HC.raw
C8-pos
0184_XAV_IBD1014_LIP-PRISM_8101_UC.raw
C8-pos
0186_XAV_IBD1014_LIP-PRISM_8452_CD.raw
C8-pos
0187_XAV_IBD1014_LIP-PRISM_7897_UC.raw
C8-pos
0188_XAV_IBD1014_LIP-PRISM_7506_UC.raw
C8-pos
0189_XAV_IBD1014_LIP-PRISM_7948_CD.raw
C8-pos
0190_XAV_IBD1014_LIP-PRISM_8534_CD.raw
C8-pos
0191_XAV_IBD1014_LIP-PRISM_8815_UC.raw
C8-pos
0192_XAV_IBD1014_LIP-PRISM_8462_CD.raw
C8-pos
0193_XAV_IBD1014_LIP-PRISM_7658_CD.raw
C8-pos
0194_XAV_IBD1014_LIP-PRISM_7122_CD.raw
C8-pos
0195_XAV_IBD1014_LIP-PRISM_8746_CD.raw
C8-pos
0196_XAV_IBD1014_LIP-PRISM_8515_UC.raw
C8-pos
0197_XAV_IBD1014_LIP-PRISM_7858_HC.raw
C8-pos
0198_XAV_IBD1014_LIP-PRISM_7874_HC.raw
C8-pos
0199_XAV_IBD1014_LIP-PRISM_8624_CD.raw
C8-pos
0200_XAV_IBD1014_LIP-PRISM_8447_UC.raw
C8-pos
0201_XAV_IBD1014_LIP-PRISM_8467_CD.raw
C8-pos
0203_XAV_IBD1014_LIP-PRISM_8841_CD.raw
C8-pos
0204_XAV_IBD1014_LIP-PRISM_7776_UC.raw
C8-pos
0205_XAV_IBD1014_LIP-PRISM_7855_HC.raw
C8-pos
0206_XAV_IBD1014_LIP-PRISM_8894_UC.raw
C8-pos
0207_XAV_IBD1014_LIP-PRISM_7971_CD.raw
C8-pos
0208_XAV_IBD1014_LIP-PRISM_8924_UC.raw
C8-pos
0209_XAV_IBD1014_LIP-PRISM_8374_CD.raw
C8-pos
0210_XAV_IBD1014_LIP-PRISM_8244_HC.raw
C8-pos
0211_XAV_IBD1014_LIP-PRISM_7496_UC.raw
C8-pos
0212_XAV_IBD1014_LIP-PRISM_8628_UC.raw
C8-pos
0213_XAV_IBD1014_LIP-PRISM_8846_UC.raw
C8-pos
0214_XAV_IBD1014_LIP-PRISM_7909_HC.raw
C8-pos
0215_XAV_IBD1014_LIP-PRISM_8129_UC.raw
C8-pos
0216_XAV_IBD1014_LIP-PRISM_8734_UC.raw
C8-pos
0217_XAV_IBD1014_LIP-PRISM_8783_CD.raw
C8-pos
0218_XAV_IBD1014_LIP-PRISM_8550_CD.raw
C8-pos
0219_XAV_IBD1014_LIP-PRISM_8591_CD.raw
C8-pos
0220_XAV_IBD1014_LIP-PRISM_7989_CD.raw
C8-pos
0221_XAV_IBD1014_LIP-PRISM_7184_CD.raw
C8-pos
0222_XAV_IBD1014_LIP-PRISM_7912_HC.raw
C8-pos
0223_XAV_IBD1014_LIP-PRISM_8806_CD.raw
C8-pos
0224_XAV_IBD1014_LIP-PRISM_8735_UC.raw
C8-pos
0225_XAV_IBD1014_LIP-PRISM_7147_CD.raw
C8-pos
0226_XAV_IBD1014_LIP-PRISM_7421_CD.raw
C8-pos
0227_XAV_IBD1014_LIP-PRISM_8502_UC.raw
C8-pos
0228_XAV_IBD1014_LIP-PRISM_8480_UC.raw
C8-pos
0229_XAV_IBD1014_LIP-PRISM_8483_CD.raw
C8-pos
0230_XAV_IBD1014_LIP-PRISM_8565_CD.raw
C8-pos
0231_XAV_IBD1014_LIP-PRISM_8466_CD.raw
C8-pos
0232_XAV_IBD1014_LIP-PRISM_8843_CD.raw
C8-pos
0233_XAV_IBD1014_LIP-PRISM_7875_CD.raw
C8-pos
0234_XAV_IBD1014_LIP-PRISM_8513_UC.raw
C8-pos
0235_XAV_IBD1014_LIP-PRISM_7791_CD.raw
C8-pos
0236_XAV_IBD1014_LIP-PRISM_8753_CD.raw
C8-pos
0237_XAV_IBD1014_LIP-PRISM_9148_HC.raw
C8-pos
0238_XAV_IBD1014_LIP-PRISM_9126_HC.raw
C8-pos
0239_XAV_IBD1014_LIP-PRISM_8675_CD.raw
C8-pos
0240_XAV_IBD1014_LIP-PRISM_7947_CD.raw
C8-pos
0241_XAV_IBD1014_LIP-PRISM_8537_CD.raw
C8-pos
0242_XAV_IBD1014_LIP-PRISM_8577_CD.raw
C8-pos
0300reinj_XAV_IBD1014_LIP-Neth_LLDeep_0026.raw
C8-pos
0301reinj_XAV_IBD1014_LIP-Neth_LLDeep_0011.raw
C8-pos
0305reinj_XAV_IBD1014_LIP-Neth_LLDeep_0037.raw
C8-pos
0310reinj_XAV_IBD1014_LIP-Neth_LLDeep_0033.raw
C8-pos
0311reinj_XAV_IBD1014_LIP-Neth_LLDeep_0021.raw
C8-pos
0316reinj_XAV_IBD1014_LIP-Neth_UMCG1708847.raw
C8-pos
0321reinj_XAV_IBD1014_LIP-Neth_LLDeep_0012.raw
C8-pos
0323reinj_XAV_IBD1014_LIP-Neth_LLDeep_0034.raw
C8-pos
0324reinj_XAV_IBD1014_LIP-Neth_LLDeep_0022.raw
C8-pos
0325reinj_XAV_IBD1014_LIP-Neth_LLDeep_0027.raw
C8-pos
0327reinj_XAV_IBD1014_LIP-Neth_UMCG4789724.raw
C8-pos
0330reinj_XAV_IBD1014_LIP-Neth_LLDeep_0043.raw
C8-pos
0331reinj_XAV_IBD1014_LIP-Neth_LLDeep_0047.raw
C8-pos
0334reinj_XAV_IBD1014_LIP-Neth_LLDeep_0018.raw
C8-pos
0337reinj_XAV_IBD1014_LIP-Neth_LLDeep_0001.raw
C8-pos
0342reinj_XAV_IBD1014_LIP-Neth_LLDeep_0024.raw
C8-pos
0343reinj_XAV_IBD1014_LIP-Neth_LLDeep_0010.raw
C8-pos
0345reinj_XAV_IBD1014_LIP-Neth_LLDeep_0028.raw
C8-pos
0349reinj_XAV_IBD1014_LIP-Neth_LLDeep_0015.raw
C8-pos
0350reinj_XAV_IBD1014_LIP-Neth_LLDeep_0029.raw
C8-pos
0360_XAV_IBD1014_LIP-Neth_LLDeep_0030.raw
C8-pos
0361_XAV_IBD1014_LIP-Neth_LLDeep_0039.raw
C8-pos
0362_XAV_IBD1014_LIP-Neth_LLDeep_0003.raw
C8-pos
0366_XAV_IBD1014_LIP-Neth_LLDeep_0052.raw
HILIC-neg
0083_XAV_IBD1014_CMH_PRISM_8226_CD.raw
HILIC-neg
0084_XAV_IBD1014_CMH_PRISM_7904_HC.raw
HILIC-neg
0085_XAV_IBD1014_CMH_PRISM_8794_CD.raw
HILIC-neg
0086_XAV_IBD1014_CMH_PRISM_8788_HC.raw
HILIC-neg
0087_XAV_IBD1014_CMH_PRISM_8809_UC.raw
HILIC-neg
0088_XAV_IBD1014_CMH_PRISM_7762_UC.raw
HILIC-neg
0089_XAV_IBD1014_CMH_PRISM_8844_UC.raw
HILIC-neg
0090_XAV_IBD1014_CMH_PRISM_7486_CD.raw
HILIC-neg
0091_XAV_IBD1014_CMH_PRISM_8765_HC.raw
HILIC-neg
0092_XAV_IBD1014_CMH_PRISM_8683_HC.raw
HILIC-neg
0093_XAV_IBD1014_CMH_PRISM_7879_HC.raw
HILIC-neg
0094_XAV_IBD1014_CMH_PRISM_8982_UC.raw
HILIC-neg
0095_XAV_IBD1014_CMH_PRISM_8096_UC.raw
HILIC-neg
0096_XAV_IBD1014_CMH_PRISM_8692_UC.raw
HILIC-neg
0097_XAV_IBD1014_CMH_PRISM_7938_CD.raw
HILIC-neg
0098_XAV_IBD1014_CMH_PRISM_8898_UC.raw
HILIC-neg
0099_XAV_IBD1014_CMH_PRISM_8444_UC.raw
HILIC-neg
0100_XAV_IBD1014_CMH_PRISM_7847_HC.raw
HILIC-neg
0101_XAV_IBD1014_CMH_PRISM_7861_HC.raw
HILIC-neg
0102_XAV_IBD1014_CMH_PRISM_8789_HC.raw
HILIC-neg
0103_XAV_IBD1014_CMH_PRISM_8892_CD.raw
HILIC-neg
0104_XAV_IBD1014_CMH_PRISM_8485_CD.raw
HILIC-neg
0105_XAV_IBD1014_CMH_PRISM_8805_UC.raw
HILIC-neg
0106_XAV_IBD1014_CMH_PRISM_8573_CD.raw
HILIC-neg
0107_XAV_IBD1014_CMH_PRISM_8754_HC.raw
HILIC-neg
0108_XAV_IBD1014_CMH_PRISM_7843_CD.raw
HILIC-neg
0109_XAV_IBD1014_CMH_PRISM_8523_CD.raw
HILIC-neg
0110_XAV_IBD1014_CMH_PRISM_8878_CD.raw
HILIC-neg
0111_XAV_IBD1014_CMH_PRISM_9030_UC.raw
HILIC-neg
0112_XAV_IBD1014_CMH_PRISM_8589_HC.raw
HILIC-neg
0113_XAV_IBD1014_CMH_PRISM_8847_CD.raw
HILIC-neg
0114_XAV_IBD1014_CMH_PRISM_7408_CD.raw
HILIC-neg
0115_XAV_IBD1014_CMH_PRISM_8336_CD.raw
HILIC-neg
0116_XAV_IBD1014_CMH_PRISM_8849_UC.raw
HILIC-neg
0117_XAV_IBD1014_CMH_PRISM_7547_CD.raw
HILIC-neg
0118_XAV_IBD1014_CMH_PRISM_8565_CD.raw
HILIC-neg
0119_XAV_IBD1014_CMH_PRISM_7662_HC.raw
HILIC-neg
0120_XAV_IBD1014_CMH_PRISM_7941_CD.raw
HILIC-neg
0121_XAV_IBD1014_CMH_PRISM_8511_UC.raw
HILIC-neg
0122_XAV_IBD1014_CMH_PRISM_8776_HC.raw
HILIC-neg
0123_XAV_IBD1014_CMH_PRISM_7852_UC.raw
HILIC-neg
0124_XAV_IBD1014_CMH_PRISM_8785_UC.raw
HILIC-neg
0125_XAV_IBD1014_CMH_PRISM_7862_HC.raw
HILIC-neg
0126_XAV_IBD1014_CMH_PRISM_7908_HC.raw
HILIC-neg
0127_XAV_IBD1014_CMH_PRISM_8605_UC.raw
HILIC-neg
0128_XAV_IBD1014_CMH_PRISM_8406_CD.raw
HILIC-neg
0129_XAV_IBD1014_CMH_PRISM_7759_CD.raw
HILIC-neg
0130_XAV_IBD1014_CMH_PRISM_8264_CD.raw
HILIC-neg
0131_XAV_IBD1014_CMH_PRISM_8932_UC.raw
HILIC-neg
0132_XAV_IBD1014_CMH_PRISM_8774_HC.raw
HILIC-neg
0133_XAV_IBD1014_CMH_PRISM_9033_UC.raw
HILIC-neg
0134_XAV_IBD1014_CMH_PRISM_7911_HC.raw
HILIC-neg
0135_XAV_IBD1014_CMH_PRISM_8592_CD.raw
HILIC-neg
0136_XAV_IBD1014_CMH_PRISM_8361_CD.raw
HILIC-neg
0137_XAV_IBD1014_CMH_PRISM_8275_UC.raw
HILIC-neg
0138_XAV_IBD1014_CMH_PRISM_8475_CD.raw
HILIC-neg
0139_XAV_IBD1014_CMH_PRISM_8795_UC.raw
HILIC-neg
0140_XAV_IBD1014_CMH_PRISM_8800_CD.raw
HILIC-neg
0141_XAV_IBD1014_CMH_PRISM_8496_CD.raw
HILIC-neg
0142_XAV_IBD1014_CMH_PRISM_8882_UC.raw
HILIC-neg
0143_XAV_IBD1014_CMH_PRISM_9074_UC.raw
HILIC-neg
0144_XAV_IBD1014_CMH_PRISM_8106_UC.raw
HILIC-neg
0145_XAV_IBD1014_CMH_PRISM_8807_CD.raw
HILIC-neg
0146_XAV_IBD1014_CMH_PRISM_7238_CD.raw
HILIC-neg
0147_XAV_IBD1014_CMH_PRISM_8458_UC.raw
HILIC-neg
0149_XAV_IBD1014_CMH_PRISM_8503_UC.raw
HILIC-neg
0150_XAV_IBD1014_CMH_PRISM_9018_UC.raw
HILIC-neg
0151_XAV_IBD1014_CMH_PRISM_9010_UC.raw
HILIC-neg
0152_XAV_IBD1014_CMH_PRISM_8629_CD.raw
HILIC-neg
0153_XAV_IBD1014_CMH_PRISM_8778_UC.raw
HILIC-neg
0154_XAV_IBD1014_CMH_PRISM_8728_UC.raw
HILIC-neg
0155_XAV_IBD1014_CMH_PRISM_9079_UC.raw
HILIC-neg
0156_XAV_IBD1014_CMH_PRISM_8332_HC.raw
HILIC-neg
0157_XAV_IBD1014_CMH_PRISM_7860_HC.raw
HILIC-neg
0158_XAV_IBD1014_CMH_PRISM_8377_CD.raw
HILIC-neg
0159_XAV_IBD1014_CMH_PRISM_8749_CD.raw
HILIC-neg
0160_XAV_IBD1014_CMH_PRISM_8464_UC.raw
HILIC-neg
0161_XAV_IBD1014_CMH_PRISM_8803_UC.raw
HILIC-neg
0162_XAV_IBD1014_CMH_PRISM_7910_HC.raw
HILIC-neg
0163_XAV_IBD1014_CMH_PRISM_8441_UC.raw
HILIC-neg
0164_XAV_IBD1014_CMH_PRISM_8802_CD.raw
HILIC-neg
0165_XAV_IBD1014_CMH_PRISM_8564_CD.raw
HILIC-neg
0166_XAV_IBD1014_CMH_PRISM_8667_UC.raw
HILIC-neg
0167_XAV_IBD1014_CMH_PRISM_7870_HC.raw
HILIC-neg
0168_XAV_IBD1014_CMH_PRISM_8283_HC.raw
HILIC-neg
0169_XAV_IBD1014_CMH_PRISM_8696_UC.raw
HILIC-neg
0170_XAV_IBD1014_CMH_PRISM_7153_CD.raw
HILIC-neg
0171_XAV_IBD1014_CMH_PRISM_7445_CD.raw
HILIC-neg
0172_XAV_IBD1014_CMH_PRISM_8758_CD.raw
HILIC-neg
0173_XAV_IBD1014_CMH_PRISM_7899_HC.raw
HILIC-neg
0174_XAV_IBD1014_CMH_PRISM_7406_CD.raw
HILIC-neg
0175_XAV_IBD1014_CMH_PRISM_8764_HC.raw
HILIC-neg
0176_XAV_IBD1014_CMH_PRISM_8095_CD.raw
HILIC-neg
0177_XAV_IBD1014_CMH_PRISM_8998_UC.raw
HILIC-neg
0178_XAV_IBD1014_CMH_PRISM_7744_CD.raw
HILIC-neg
0180_XAV_IBD1014_CMH_PRISM_7150_CD.raw
HILIC-neg
0181_XAV_IBD1014_CMH_PRISM_8784_HC.raw
HILIC-neg
0182_XAV_IBD1014_CMH_PRISM_7955_HC.raw
HILIC-neg
0183_XAV_IBD1014_CMH_PRISM_7906_HC.raw
HILIC-neg
0184_XAV_IBD1014_CMH_PRISM_8101_UC.raw
HILIC-neg
0186_XAV_IBD1014_CMH_PRISM_8452_CD.raw
HILIC-neg
0187_XAV_IBD1014_CMH_PRISM_7897_UC.raw
HILIC-neg
0188_XAV_IBD1014_CMH_PRISM_7506_UC.raw
HILIC-neg
0189_XAV_IBD1014_CMH_PRISM_7948_CD.raw
HILIC-neg
0190_XAV_IBD1014_CMH_PRISM_8534_CD.raw
HILIC-neg
0191_XAV_IBD1014_CMH_PRISM_8815_UC.raw
HILIC-neg
0192_XAV_IBD1014_CMH_PRISM_8462_CD.raw
HILIC-neg
0193_XAV_IBD1014_CMH_PRISM_7658_CD.raw
HILIC-neg
0194_XAV_IBD1014_CMH_PRISM_7122_CD.raw
HILIC-neg
0195_XAV_IBD1014_CMH_PRISM_8746_CD.raw
HILIC-neg
0196_XAV_IBD1014_CMH_PRISM_8515_UC.raw
HILIC-neg
0197_XAV_IBD1014_CMH_PRISM_7858_HC.raw
HILIC-neg
0198_XAV_IBD1014_CMH_PRISM_7874_HC.raw
HILIC-neg
0199_XAV_IBD1014_CMH_PRISM_8624_CD.raw
HILIC-neg
0200_XAV_IBD1014_CMH_PRISM_8447_UC.raw
HILIC-neg
0201_XAV_IBD1014_CMH_PRISM_8467_CD.raw
HILIC-neg
0203_XAV_IBD1014_CMH_PRISM_8841_CD.raw
HILIC-neg
0204_XAV_IBD1014_CMH_PRISM_7776_UC.raw
HILIC-neg
0205_XAV_IBD1014_CMH_PRISM_7855_HC.raw
HILIC-neg
0206_XAV_IBD1014_CMH_PRISM_8894_UC.raw
HILIC-neg
0207_XAV_IBD1014_CMH_PRISM_7971_CD.raw
HILIC-neg
0208_XAV_IBD1014_CMH_PRISM_8924_UC.raw
HILIC-neg
0209_XAV_IBD1014_CMH_PRISM_8374_CD.raw
HILIC-neg
0210_XAV_IBD1014_CMH_PRISM_8244_HC.raw
HILIC-neg
0211_XAV_IBD1014_CMH_PRISM_7496_UC.raw
HILIC-neg
0212_XAV_IBD1014_CMH_PRISM_8628_UC.raw
HILIC-neg
0213_XAV_IBD1014_CMH_PRISM_8846_UC.raw
HILIC-neg
0214_XAV_IBD1014_CMH_PRISM_7909_HC.raw
HILIC-neg
0215_XAV_IBD1014_CMH_PRISM_8129_UC.raw
HILIC-neg
0216_XAV_IBD1014_CMH_PRISM_8734_UC.raw
HILIC-neg
0217_XAV_IBD1014_CMH_PRISM_8783_CD.raw
HILIC-neg
0218_XAV_IBD1014_CMH_PRISM_8550_CD.raw
HILIC-neg
0219_XAV_IBD1014_CMH_PRISM_8591_CD.raw
HILIC-neg
0220_XAV_IBD1014_CMH_PRISM_7989_CD.raw
HILIC-neg
0221_XAV_IBD1014_CMH_PRISM_7184_CD.raw
HILIC-neg
0222_XAV_IBD1014_CMH_PRISM_7912_HC.raw
HILIC-neg
0223_XAV_IBD1014_CMH_PRISM_8806_CD.raw
HILIC-neg
0224_XAV_IBD1014_CMH_PRISM_8735_UC.raw
HILIC-neg
0225_XAV_IBD1014_CMH_PRISM_7147_CD.raw
HILIC-neg
0226_XAV_IBD1014_CMH_PRISM_7421_CD.raw
HILIC-neg
0227_XAV_IBD1014_CMH_PRISM_8502_UC.raw
HILIC-neg
0228_XAV_IBD1014_CMH_PRISM_8480_UC.raw
HILIC-neg
0229_XAV_IBD1014_CMH_PRISM_8483_CD.raw
HILIC-neg
0230_XAV_IBD1014_CMH_PRISM_8565_CD.raw
HILIC-neg
0231_XAV_IBD1014_CMH_PRISM_8466_CD.raw
HILIC-neg
0232_XAV_IBD1014_CMH_PRISM_8843_CD.raw
HILIC-neg
0233_XAV_IBD1014_CMH_PRISM_7875_CD.raw
HILIC-neg
0234_XAV_IBD1014_CMH_PRISM_8513_UC.raw
HILIC-neg
0235_XAV_IBD1014_CMH_PRISM_7791_CD.raw
HILIC-neg
0236_XAV_IBD1014_CMH_PRISM_8753_CD.raw
HILIC-neg
0237_XAV_IBD1014_CMH_PRISM_9148_HC.raw
HILIC-neg
0238_XAV_IBD1014_CMH_PRISM_9126_HC.raw
HILIC-neg
0239_XAV_IBD1014_CMH_PRISM_8675_CD.raw
HILIC-neg
0240_XAV_IBD1014_CMH_PRISM_7947_CD.raw
HILIC-neg
0241_XAV_IBD1014_CMH_PRISM_8537_CD.raw
HILIC-neg
0242_XAV_IBD1014_CMH_PRISM_8577_CD.raw
HILIC-neg
0300_XAV_IBD1014_CMH_Neth_LLDeep_0026.raw
HILIC-neg
0301_XAV_IBD1014_CMH_Neth_LLDeep_0011.raw
HILIC-neg
0305_XAV_IBD1014_CMH_Neth_LLDeep_0037.raw
HILIC-neg
0310_XAV_IBD1014_CMH_Neth_LLDeep_0033.raw
HILIC-neg
0311_XAV_IBD1014_CMH_Neth_LLDeep_0021.raw
HILIC-neg
0316_XAV_IBD1014_CMH_Neth_UMCG1708847.raw
HILIC-neg
0321_XAV_IBD1014_CMH_Neth_LLDeep_0012.raw
HILIC-neg
0323_XAV_IBD1014_CMH_Neth_LLDeep_0034.raw
HILIC-neg
0324_XAV_IBD1014_CMH_Neth_LLDeep_0022.raw
HILIC-neg
0325_XAV_IBD1014_CMH_Neth_LLDeep_0027.raw
HILIC-neg
0327_XAV_IBD1014_CMH_Neth_UMCG4789724.raw
HILIC-neg
0330_XAV_IBD1014_CMH_Neth_LLDeep_0043.raw
HILIC-neg
0331_XAV_IBD1014_CMH_Neth_LLDeep_0047.raw
HILIC-neg
0334_XAV_IBD1014_CMH_Neth_LLDeep_0018.raw
HILIC-neg
0337_XAV_IBD1014_CMH_Neth_LLDeep_0001.raw
HILIC-neg
0342_XAV_IBD1014_CMH_Neth_LLDeep_0024.raw
HILIC-neg
0343_XAV_IBD1014_CMH_Neth_LLDeep_0010.raw
HILIC-neg
0345_XAV_IBD1014_CMH_Neth_LLDeep_0028.raw
HILIC-neg
0349_XAV_IBD1014_CMH_Neth_LLDeep_0015.raw
HILIC-neg
0350_XAV_IBD1014_CMH_Neth_LLDeep_0029.raw
HILIC-neg
0360_XAV_IBD1014_CMH_Neth_LLDeep_0030.raw
HILIC-neg
0361_XAV_IBD1014_CMH_Neth_LLDeep_0039.raw
HILIC-neg
0362_XAV_IBD1014_CMH_Neth_LLDeep_0003.raw
HILIC-neg
0366_XAV_IBD1014_CMH_Neth_LLDeep_0052.raw
HILIC-pos
0083_XAV_IBD1014_HIL_PRISM_8226_CD.raw
HILIC-pos
0084_XAV_IBD1014_HIL_PRISM_7904_HC.raw
HILIC-pos
0085_XAV_IBD1014_HIL_PRISM_8794_CD.raw
HILIC-pos
0086_XAV_IBD1014_HIL_PRISM_8788_HC.raw
HILIC-pos
0087_XAV_IBD1014_HIL_PRISM_8809_UC.raw
HILIC-pos
0088_XAV_IBD1014_HIL_PRISM_7762_UC.raw
HILIC-pos
0089_XAV_IBD1014_HIL_PRISM_8844_UC.raw
HILIC-pos
0090_XAV_IBD1014_HIL_PRISM_7486_CD.raw
HILIC-pos
0091_XAV_IBD1014_HIL_PRISM_8765_HC.raw
HILIC-pos
0092_XAV_IBD1014_HIL_PRISM_8683_HC.raw
HILIC-pos
0093_XAV_IBD1014_HIL_PRISM_7879_HC.raw
HILIC-pos
0094_XAV_IBD1014_HIL_PRISM_8982_UC.raw
HILIC-pos
0095_XAV_IBD1014_HIL_PRISM_8096_UC.raw
HILIC-pos
0096_XAV_IBD1014_HIL_PRISM_8692_UC.raw
HILIC-pos
0097_XAV_IBD1014_HIL_PRISM_7938_CD.raw
HILIC-pos
0098_XAV_IBD1014_HIL_PRISM_8898_UC.raw
HILIC-pos
0099_XAV_IBD1014_HIL_PRISM_8444_UC.raw
HILIC-pos
0100_XAV_IBD1014_HIL_PRISM_7847_HC.raw
HILIC-pos
0101_XAV_IBD1014_HIL_PRISM_7861_HC.raw
HILIC-pos
0102_XAV_IBD1014_HIL_PRISM_8789_HC.raw
HILIC-pos
0103_XAV_IBD1014_HIL_PRISM_8892_CD.raw
HILIC-pos
0104_XAV_IBD1014_HIL_PRISM_8485_CD.raw
HILIC-pos
0105_XAV_IBD1014_HIL_PRISM_8805_UC.raw
HILIC-pos
0106_XAV_IBD1014_HIL_PRISM_8573_CD.raw
HILIC-pos
0107_XAV_IBD1014_HIL_PRISM_8754_HC.raw
HILIC-pos
0108_XAV_IBD1014_HIL_PRISM_7843_CD.raw
HILIC-pos
0109_XAV_IBD1014_HIL_PRISM_8523_CD.raw
HILIC-pos
0110_XAV_IBD1014_HIL_PRISM_8878_CD.raw
HILIC-pos
0111_XAV_IBD1014_HIL_PRISM_9030_UC.raw
HILIC-pos
0112_XAV_IBD1014_HIL_PRISM_8589_HC.raw
HILIC-pos
0113_XAV_IBD1014_HIL_PRISM_8847_CD.raw
HILIC-pos
0114_XAV_IBD1014_HIL_PRISM_7408_CD.raw
HILIC-pos
0115_XAV_IBD1014_HIL_PRISM_8336_CD.raw
HILIC-pos
0116_XAV_IBD1014_HIL_PRISM_8849_UC.raw
HILIC-pos
0117_XAV_IBD1014_HIL_PRISM_7547_CD.raw
HILIC-pos
0118_XAV_IBD1014_HIL_PRISM_8565_CD.raw
HILIC-pos
0119_XAV_IBD1014_HIL_PRISM_7662_HC.raw
HILIC-pos
0120_XAV_IBD1014_HIL_PRISM_7941_CD.raw
HILIC-pos
0121_XAV_IBD1014_HIL_PRISM_8511_UC.raw
HILIC-pos
0122_XAV_IBD1014_HIL_PRISM_8776_HC.raw
HILIC-pos
0123_XAV_IBD1014_HIL_PRISM_7852_UC.raw
HILIC-pos
0124_XAV_IBD1014_HIL_PRISM_8785_UC.raw
HILIC-pos
0125_XAV_IBD1014_HIL_PRISM_7862_HC.raw
HILIC-pos
0126_XAV_IBD1014_HIL_PRISM_7908_HC.raw
HILIC-pos
0127_XAV_IBD1014_HIL_PRISM_8605_UC.raw
HILIC-pos
0128_XAV_IBD1014_HIL_PRISM_8406_CD.raw
HILIC-pos
0129_XAV_IBD1014_HIL_PRISM_7759_CD.raw
HILIC-pos
0130_XAV_IBD1014_HIL_PRISM_8264_CD.raw
HILIC-pos
0131_XAV_IBD1014_HIL_PRISM_8932_UC.raw
HILIC-pos
0132_XAV_IBD1014_HIL_PRISM_8774_HC.raw
HILIC-pos
0133_XAV_IBD1014_HIL_PRISM_9033_UC.raw
HILIC-pos
0134_XAV_IBD1014_HIL_PRISM_7911_HC.raw
HILIC-pos
0135_XAV_IBD1014_HIL_PRISM_8592_CD.raw
HILIC-pos
0136_XAV_IBD1014_HIL_PRISM_8361_CD.raw
HILIC-pos
0137_XAV_IBD1014_HIL_PRISM_8275_UC.raw
HILIC-pos
0138_XAV_IBD1014_HIL_PRISM_8475_CD.raw
HILIC-pos
0139_XAV_IBD1014_HIL_PRISM_8795_UC.raw
HILIC-pos
0140_XAV_IBD1014_HIL_PRISM_8800_CD.raw
HILIC-pos
0141_XAV_IBD1014_HIL_PRISM_8496_CD.raw
HILIC-pos
0142_XAV_IBD1014_HIL_PRISM_8882_UC.raw
HILIC-pos
0143_XAV_IBD1014_HIL_PRISM_9074_UC.raw
HILIC-pos
0144_XAV_IBD1014_HIL_PRISM_8106_UC.raw
HILIC-pos
0145_XAV_IBD1014_HIL_PRISM_8807_CD.raw
HILIC-pos
0146_XAV_IBD1014_HIL_PRISM_7238_CD.raw
HILIC-pos
0147_XAV_IBD1014_HIL_PRISM_8458_UC.raw
HILIC-pos
0149_XAV_IBD1014_HIL_PRISM_8503_UC.raw
HILIC-pos
0150_XAV_IBD1014_HIL_PRISM_9018_UC.raw
HILIC-pos
0151_XAV_IBD1014_HIL_PRISM_9010_UC.raw
HILIC-pos
0152_XAV_IBD1014_HIL_PRISM_8629_CD.raw
HILIC-pos
0153_XAV_IBD1014_HIL_PRISM_8778_UC.raw
HILIC-pos
0154_XAV_IBD1014_HIL_PRISM_8728_UC.raw
HILIC-pos
0155_XAV_IBD1014_HIL_PRISM_9079_UC.raw
HILIC-pos
0156_XAV_IBD1014_HIL_PRISM_8332_HC.raw
HILIC-pos
0157_XAV_IBD1014_HIL_PRISM_7860_HC.raw
HILIC-pos
0158_XAV_IBD1014_HIL_PRISM_8377_CD.raw
HILIC-pos
0159_XAV_IBD1014_HIL_PRISM_8749_CD.raw
HILIC-pos
0160_XAV_IBD1014_HIL_PRISM_8464_UC.raw
HILIC-pos
0161_XAV_IBD1014_HIL_PRISM_8803_UC.raw
HILIC-pos
0162_XAV_IBD1014_HIL_PRISM_7910_HC.raw
HILIC-pos
0163_XAV_IBD1014_HIL_PRISM_8441_UC.raw
HILIC-pos
0164_XAV_IBD1014_HIL_PRISM_8802_CD.raw
HILIC-pos
0165_XAV_IBD1014_HIL_PRISM_8564_CD.raw
HILIC-pos
0166_XAV_IBD1014_HIL_PRISM_8667_UC.raw
HILIC-pos
0167_XAV_IBD1014_HIL_PRISM_7870_HC.raw
HILIC-pos
0168_XAV_IBD1014_HIL_PRISM_8283_HC.raw
HILIC-pos
0169_XAV_IBD1014_HIL_PRISM_8696_UC.raw
HILIC-pos
0170_XAV_IBD1014_HIL_PRISM_7153_CD.raw
HILIC-pos
0171_XAV_IBD1014_HIL_PRISM_7445_CD.raw
HILIC-pos
0172_XAV_IBD1014_HIL_PRISM_8758_CD.raw
HILIC-pos
0173_XAV_IBD1014_HIL_PRISM_7899_HC.raw
HILIC-pos
0174_XAV_IBD1014_HIL_PRISM_7406_CD.raw
HILIC-pos
0175_XAV_IBD1014_HIL_PRISM_8764_HC.raw
HILIC-pos
0176_XAV_IBD1014_HIL_PRISM_8095_CD.raw
HILIC-pos
0177_XAV_IBD1014_HIL_PRISM_8998_UC.raw
HILIC-pos
0178_XAV_IBD1014_HIL_PRISM_7744_CD.raw
HILIC-pos
0180_XAV_IBD1014_HIL_PRISM_7150_CD.raw
HILIC-pos
0181_XAV_IBD1014_HIL_PRISM_8784_HC.raw
HILIC-pos
0182_XAV_IBD1014_HIL_PRISM_7955_HC.raw
HILIC-pos
0183_XAV_IBD1014_HIL_PRISM_7906_HC.raw
HILIC-pos
0184_XAV_IBD1014_HIL_PRISM_8101_UC.raw
HILIC-pos
0186_XAV_IBD1014_HIL_PRISM_8452_CD.raw
HILIC-pos
0187_XAV_IBD1014_HIL_PRISM_7897_UC.raw
HILIC-pos
0188_XAV_IBD1014_HIL_PRISM_7506_UC.raw
HILIC-pos
0189_XAV_IBD1014_HIL_PRISM_7948_CD.raw
HILIC-pos
0190_XAV_IBD1014_HIL_PRISM_8534_CD.raw
HILIC-pos
0191_XAV_IBD1014_HIL_PRISM_8815_UC.raw
HILIC-pos
0192_XAV_IBD1014_HIL_PRISM_8462_CD.raw
HILIC-pos
0193_XAV_IBD1014_HIL_PRISM_7658_CD.raw
HILIC-pos
0194_XAV_IBD1014_HIL_PRISM_7122_CD.raw
HILIC-pos
0195_XAV_IBD1014_HIL_PRISM_8746_CD.raw
HILIC-pos
0196_XAV_IBD1014_HIL_PRISM_8515_UC.raw
HILIC-pos
0197_XAV_IBD1014_HIL_PRISM_7858_HC.raw
HILIC-pos
0198_XAV_IBD1014_HIL_PRISM_7874_HC.raw
HILIC-pos
0199_XAV_IBD1014_HIL_PRISM_8624_CD.raw
HILIC-pos
0200_XAV_IBD1014_HIL_PRISM_8447_UC.raw
HILIC-pos
0201_XAV_IBD1014_HIL_PRISM_8467_CD.raw
HILIC-pos
0203_XAV_IBD1014_HIL_PRISM_8841_CD.raw
HILIC-pos
0204_XAV_IBD1014_HIL_PRISM_7776_UC.raw
HILIC-pos
0205_XAV_IBD1014_HIL_PRISM_7855_HC.raw
HILIC-pos
0206_XAV_IBD1014_HIL_PRISM_8894_UC.raw
HILIC-pos
0207_XAV_IBD1014_HIL_PRISM_7971_CD.raw
HILIC-pos
0208_XAV_IBD1014_HIL_PRISM_8924_UC.raw
HILIC-pos
0209_XAV_IBD1014_HIL_PRISM_8374_CD.raw
HILIC-pos
0210_XAV_IBD1014_HIL_PRISM_8244_HC.raw
HILIC-pos
0211_XAV_IBD1014_HIL_PRISM_7496_UC.raw
HILIC-pos
0212_XAV_IBD1014_HIL_PRISM_8628_UC.raw
HILIC-pos
0213_XAV_IBD1014_HIL_PRISM_8846_UC.raw
HILIC-pos
0214_XAV_IBD1014_HIL_PRISM_7909_HC.raw
HILIC-pos
0215_XAV_IBD1014_HIL_PRISM_8129_UC.raw
HILIC-pos
0216_XAV_IBD1014_HIL_PRISM_8734_UC.raw
HILIC-pos
0217_XAV_IBD1014_HIL_PRISM_8783_CD.raw
HILIC-pos
0218_XAV_IBD1014_HIL_PRISM_8550_CD.raw
HILIC-pos
0219_XAV_IBD1014_HIL_PRISM_8591_CD.raw
HILIC-pos
0220_XAV_IBD1014_HIL_PRISM_7989_CD.raw
HILIC-pos
0221_XAV_IBD1014_HIL_PRISM_7184_CD.raw
HILIC-pos
0222_XAV_IBD1014_HIL_PRISM_7912_HC.raw
HILIC-pos
0223_XAV_IBD1014_HIL_PRISM_8806_CD.raw
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2065/3150 [2:36:45<3:36:30, 11.97s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2066/3150 [2:36:47<2:53:30,  9.60s/it]
 66%|██████▌   | 2069/3150 [2:36:47<1:25:56,  4.77s/it]
HILIC-pos
0224_XAV_IBD1014_HIL_PRISM_8735_UC.raw
HILIC-pos
0225_XAV_IBD1014_HIL_PRISM_7147_CD.raw
HILIC-pos
0226_XAV_IBD1014_HIL_PRISM_7421_CD.raw
HILIC-pos
0227_XAV_IBD1014_HIL_PRISM_8502_UC.raw
HILIC-pos
0228_XAV_IBD1014_HIL_PRISM_8480_UC.raw
HILIC-pos
0229_XAV_IBD1014_HIL_PRISM_8483_CD.raw
HILIC-pos
0230_XAV_IBD1014_HIL_PRISM_8565_CD.raw
HILIC-pos
0231_XAV_IBD1014_HIL_PRISM_8466_CD.raw
HILIC-pos
0232_XAV_IBD1014_HIL_PRISM_8843_CD.raw
HILIC-pos
0233_XAV_IBD1014_HIL_PRISM_7875_CD.raw
HILIC-pos
0234_XAV_IBD1014_HIL_PRISM_8513_UC.raw
HILIC-pos
0235_XAV_IBD1014_HIL_PRISM_7791_CD.raw
HILIC-pos
0236_XAV_IBD1014_HIL_PRISM_8753_CD.raw
HILIC-pos
0237_XAV_IBD1014_HIL_PRISM_9148_HC.raw
HILIC-pos
0238_XAV_IBD1014_HIL_PRISM_9126_HC.raw
HILIC-pos
0239_XAV_IBD1014_HIL_PRISM_8675_CD.raw
HILIC-pos
0240_XAV_IBD1014_HIL_PRISM_7947_CD.raw
HILIC-pos
0241_XAV_IBD1014_HIL_PRISM_8537_CD.raw
HILIC-pos
0242_XAV_IBD1014_HIL_PRISM_8577_CD.raw
HILIC-pos
0300_XAV_IBD1014_HIL_Neth_LLDeep_0026.raw
HILIC-pos
0301_XAV_IBD1014_HIL_Neth_LLDeep_0011.raw
HILIC-pos
0305_XAV_IBD1014_HIL_Neth_LLDeep_0037.raw
HILIC-pos
0310_XAV_IBD1014_HIL_Neth_LLDeep_0033.raw
HILIC-pos
0311_XAV_IBD1014_HIL_Neth_LLDeep_0021.raw
HILIC-pos
0316_XAV_IBD1014_HIL_Neth_UMCG1708847.raw
HILIC-pos
0321_XAV_IBD1014_HIL_Neth_LLDeep_0012.raw
HILIC-pos
0323_XAV_IBD1014_HIL_Neth_LLDeep_0034.raw
HILIC-pos
0324_XAV_IBD1014_HIL_Neth_LLDeep_0022.raw
HILIC-pos
0325_XAV_IBD1014_HIL_Neth_LLDeep_0027.raw
HILIC-pos
0327_XAV_IBD1014_HIL_Neth_UMCG4789724.raw
HILIC-pos
0330_XAV_IBD1014_HIL_Neth_LLDeep_0043.raw
HILIC-pos
0331_XAV_IBD1014_HIL_Neth_LLDeep_0047.raw
HILIC-pos
0334_XAV_IBD1014_HIL_Neth_LLDeep_0018.raw
HILIC-pos
0337_XAV_IBD1014_HIL_Neth_LLDeep_0001.raw
HILIC-pos
0342_XAV_IBD1014_HIL_Neth_LLDeep_0024.raw
HILIC-pos
0343_XAV_IBD1014_HIL_Neth_LLDeep_0010.raw
HILIC-pos
0345_XAV_IBD1014_HIL_Neth_LLDeep_0028.raw
HILIC-pos
0349_XAV_IBD1014_HIL_Neth_LLDeep_0015.raw
HILIC-pos
0350_XAV_IBD1014_HIL_Neth_LLDeep_0029.raw
HILIC-pos
0360_XAV_IBD1014_HIL_Neth_LLDeep_0030.raw
HILIC-pos
0361_XAV_IBD1014_HIL_Neth_LLDeep_0039.raw
HILIC-pos
0362_XAV_IBD1014_HIL_Neth_LLDeep_0003.raw
HILIC-pos
0366_XAV_IBD1014_HIL_Neth_LLDeep_0052.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 720 rows!
Extracted information for 720 samples.
Processing  ST002220
Initiating REDU-table generation for AN003629
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS42
MS42-01.raw
MS42
MS42-02.raw
MS42
MS42-03.raw
MS42
MS42-04.raw
MS42
MS42-05.raw
MS42
MS42-06.raw
MS42
MS42-07.raw
MS42
MS42-08.raw
MS42
MS42-09.raw
MS42
MS42-10.raw
MS42
MS42-11.raw
MS42
MS42-12.raw
MS42
MS42-13.raw
MS42
MS42-14.raw
MS42
MS42-15.raw
MS42
MS42-16.raw
MS42
MS42-17.raw
MS42
MS42-18.raw
MS42
MS42-19.raw
MS42
MS42-20.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST003399
No raw data detected. Ignoring ST003399
Processing  ST002467
No raw data detected. Ignoring ST002467
Processing  ST001253
No raw data detected. Ignoring ST001253
Processing  ST002314
No raw data detected. Ignoring ST002314
Processing  ST001106
Initiating REDU-table generation for AN001799
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 491.68it/s]
analyzing contradictions,..
resolving contradictions,..
An error occurred in MWB_to_REDU_wrapper: division by zero
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 504, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    potential_matches = resolve_contradictions(contradictions, potential_matches)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 323, in resolve_contradictions
    percentage = len(df_value) / raw_value_length
ZeroDivisionError: division by zero

Initiating REDU-table generation for AN001800
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 443.56it/s]

 66%|██████▌   | 2071/3150 [2:36:48<1:01:02,  3.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2072/3150 [2:36:51<59:00,  3.28s/it]  analyzing contradictions,..
resolving contradictions,..
An error occurred in MWB_to_REDU_wrapper: division by zero
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 504, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    potential_matches = resolve_contradictions(contradictions, potential_matches)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 323, in resolve_contradictions
    percentage = len(df_value) / raw_value_length
ZeroDivisionError: division by zero

Processing  ST002688
Initiating REDU-table generation for AN004361
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0399m_MoTrPAC_PASS1B_HP-PREFA01.raw
0399n_MoTrPAC_PASS1B_HP-PREFB01.raw
0399o_MoTrPAC_PASS1B_HP-Sed01-WAT.raw
0399p_MoTrPAC_PASS1B_HP-Sed02-WAT.raw
0399q_MoTrPAC_PASS1B_HP-IPE01-WAT.raw
0399r_MoTrPAC_PASS1B_HP-IPE02-WAT.raw
0400_MoTrPAC_PASS1B_HP-90217017007-WAT.raw
0401_MoTrPAC_PASS1B_HP-90218017007-WAT.raw
0402_MoTrPAC_PASS1B_HP-90222017007-WAT.raw
0403_MoTrPAC_PASS1B_HP-90223017007-WAT.raw
0404_MoTrPAC_PASS1B_HP-90225017007-WAT.raw
0405_MoTrPAC_PASS1B_HP-90227017007-WAT.raw
0406_MoTrPAC_PASS1B_HP-90229017007-WAT.raw
0407_MoTrPAC_PASS1B_HP-90232017007-WAT.raw
0408_MoTrPAC_PASS1B_HP-90237017007-WAT.raw
0409_MoTrPAC_PASS1B_HP-90239017007-WAT.raw
0410_MoTrPAC_PASS1B_HP-90245017007-WAT.raw
0411_MoTrPAC_PASS1B_HP-90248017007-WAT.raw
0412_MoTrPAC_PASS1B_HP-90251017007-WAT.raw
0413_MoTrPAC_PASS1B_HP-90252017007-WAT.raw
0414_MoTrPAC_PASS1B_HP-90254017007-WAT.raw
0415_MoTrPAC_PASS1B_HP-90258017007-WAT.raw
0416_MoTrPAC_PASS1B_HP-90259017007-WAT.raw
0417_MoTrPAC_PASS1B_HP-90265017007-WAT.raw
0418_MoTrPAC_PASS1B_HP-90266017007-WAT.raw
0419_MoTrPAC_PASS1B_HP-90267017007-WAT.raw
0419a_MoTrPAC_PASS1B_HP-PREFA02.raw
0419b_MoTrPAC_PASS1B_HP-PREFB02.raw
0420_MoTrPAC_PASS1B_HP-90280017007-WAT.raw
0421_MoTrPAC_PASS1B_HP-90281017007-WAT.raw
0422_MoTrPAC_PASS1B_HP-90283017007-WAT.raw
0423_MoTrPAC_PASS1B_HP-90289017007-WAT.raw
0424_MoTrPAC_PASS1B_HP-90292017007-WAT.raw
0425_MoTrPAC_PASS1B_HP-90406017007-WAT.raw
0426_MoTrPAC_PASS1B_HP-90410017007-WAT.raw
0427_MoTrPAC_PASS1B_HP-90412017007-WAT.raw
0428_MoTrPAC_PASS1B_HP-90416017007-WAT.raw
0429_MoTrPAC_PASS1B_HP-90420017007-WAT.raw
0430_MoTrPAC_PASS1B_HP-90421017007-WAT.raw
0431_MoTrPAC_PASS1B_HP-90422017007-WAT.raw
0432_MoTrPAC_PASS1B_HP-90423017007-WAT.raw
0433_MoTrPAC_PASS1B_HP-90426017007-WAT.raw
0434_MoTrPAC_PASS1B_HP-90430017007-WAT.raw
0435_MoTrPAC_PASS1B_HP-90439017007-WAT.raw
0436_MoTrPAC_PASS1B_HP-90441017007-WAT.raw
0437_MoTrPAC_PASS1B_HP-90444017007-WAT.raw
0438_MoTrPAC_PASS1B_HP-90449017007-WAT.raw
0439_MoTrPAC_PASS1B_HP-90450017007-WAT.raw
0439a_MoTrPAC_PASS1B_HP-PREFA03.raw
0439b_MoTrPAC_PASS1B_HP-PREFB03.raw
0440_MoTrPAC_PASS1B_HP-90559017007-WAT.raw
0441_MoTrPAC_PASS1B_HP-90560017007-WAT.raw
0442_MoTrPAC_PASS1B_HP-90564017007-WAT.raw
0443_MoTrPAC_PASS1B_HP-90567017007-WAT.raw
0444_MoTrPAC_PASS1B_HP-90571017007-WAT.raw
0445_MoTrPAC_PASS1B_HP-90576017007-WAT.raw
0446_MoTrPAC_PASS1B_HP-90578017007-WAT.raw
0447_MoTrPAC_PASS1B_HP-90581017007-WAT.raw
0448_MoTrPAC_PASS1B_HP-90585017007-WAT.raw
0449_MoTrPAC_PASS1B_HP-90587017007-WAT.raw
0449a_MoTrPAC_PASS1B_HP-Sed03-WAT.raw
0449b_MoTrPAC_PASS1B_HP-Sed04-WAT.raw
0449c_MoTrPAC_PASS1B_HP-IPE03-WAT.raw
0449d_MoTrPAC_PASS1B_HP-IPE04-WAT.raw
0449e_MoTrPAC_PASS1B_HP-PREFA04.raw
0449f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST003454
No raw data detected. Ignoring ST003454
Processing  ST001742
Initiating REDU-table generation for AN002835
Rest length is 54
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_10[213269]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_11[325103]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_12[325643]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_13[296735]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_14[290195]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_15[326077]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_16[325932]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_17[325866]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_18[295029]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_19[223169]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_1[269031]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_20[228415]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_21[255293]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_22[288261]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_23[290374]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_24[287971]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_2[279436]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_3[323294]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_4[309443]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_5[321588]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_6[325942]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_7[313390]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_8[216422]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE1_jdg_59_OKell_HILIC_Set1
QE1_jdg_59_Okell_9[213267]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_10[213269]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_11[325103]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_12[325643]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_13[296735]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_14[290195]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_15[326077]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_16[325932]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_17[325866]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_18[295029]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_19[223169]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_1[269031]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_20[228415]n.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2074/3150 [2:36:54<46:25,  2.59s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2075/3150 [2:36:56<44:25,  2.48s/it]
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_21[255293]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_22[288261]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_23[290374]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_24[287971]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_2[279436]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_3[323294]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_4[309443]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_5[321588]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_6[325942]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_7[313390]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_8[216422]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
NEG
QE2_jdg_188_Okell_9[213267]n.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_10[213269]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_11[325103]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_12[325643]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_13[296735]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_14[290195]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_15[326077]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_16[325932]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_17[325866]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_18[295029]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_19[223169]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_1[269031]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_20[228415]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_21[255293]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_22[288261]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_23[290374]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_24[287971]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_2[279436]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_3[323294]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_4[309443]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_5[321588]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_6[325942]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_7[313390]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_8[216422]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_188_Okell_RP_Set1
POS
QE2_jdg_188_Okell_9[213267]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_10[213269]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_11[325103]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_12[325643]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_13[296735]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_14[290195]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_15[326077]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_16[325932]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_17[325866]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_18[295029]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_19[223169]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_1[269031]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_20[228415]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_21[255293]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_22[288261]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_23[290374]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_24[287971]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_2[279436]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_3[323294]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_4[309443]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_5[321588]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_6[325942]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_7[313390]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_8[216422]p.mzXML
O'Kell Targeted_UCSD
Data
Raw files
QE2_jdg_191_Okell_RP_Set1_10x
QE2_jdg_191_Okell_9[213267]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 96 rows!
Extracted information for 96 samples.
Processing  ST000603
Initiating REDU-table generation for AN000923
Rest length is 20
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000603
Raw Data
160427blvsa01_1.cdf
ST000603
Raw Data
160427blvsa02_1.cdf
ST000603
Raw Data
160427blvsa03_1.cdf
ST000603
Raw Data
160427blvsa04_1.cdf
ST000603
Raw Data
160427blvsa05_1.cdf
ST000603
Raw Data
160427blvsa06_1.cdf
ST000603
Raw Data
160427blvsa07_1.cdf
ST000603
Raw Data
160427blvsa08_1.cdf
ST000603
Raw Data
160427blvsa09_1.cdf
ST000603
Raw Data
160427blvsa10_1.cdf
ST000603
Raw Data
160427blvsa11_1.cdf
ST000603
Raw Data
160427blvsa12_1.cdf
ST000603
Raw Data
160427blvsa13_1.cdf
ST000603
Raw Data
160427blvsa14_1.cdf
ST000603
Raw Data
160427blvsa15_1.cdf
ST000603
Raw Data
160427blvsa16_1.cdf
ST000603
Raw Data
160427blvsa17_1.cdf
ST000603
Raw Data
160427blvsa18_1.cdf
ST000603
Raw Data
160427blvsa19_1.cdf
ST000603
Raw Data
160427blvsa20_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST001214
No raw data detected. Ignoring ST001214
Processing  ST001632
Initiating REDU-table generation for AN002667
Rest length is 108
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002668
Rest length is 108
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Heart-Thermo-GL
140515004.RAW
Heart-Thermo-GL
140515006.RAW
Heart-Thermo-GL
140515008.RAW
Heart-Thermo-GL
140515010.RAW
Heart-Thermo-GL
140515012.RAW
Heart-Thermo-GL
140515020.RAW
Heart-Thermo-GL
140515022.RAW
Heart-Thermo-GL
140515030.RAW
Heart-Thermo-GL
140515032.RAW
Heart-Thermo-GL
140515034.RAW
Heart-Thermo-GL/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2077/3150 [2:36:59<37:46,  2.11s/it]
140515036.RAW
Heart-Thermo-GL
140515038.RAW
Heart-Thermo-GL
140515041.RAW
Heart-Thermo-GL
140515043.RAW
Heart-Thermo-GL
140515045.RAW
Heart-Thermo-GL
140515047.RAW
Heart-Thermo-GL
140515049.RAW
Heart-Thermo-GL
140515057.RAW
Heart-Thermo-GL
140515059.RAW
Heart-Thermo-GL
140515067.RAW
Heart-Thermo-GL
140515069.RAW
Heart-Thermo-GL
140515071.RAW
Heart-Thermo-GL
140515073.RAW
Heart-Thermo-GL
140515075.RAW
Heart-Thermo-GL
140518002.RAW
Heart-Thermo-GL
140518004.RAW
Heart-Thermo-GL
140518008.RAW
Heart-Thermo-GL
140518012.RAW
Heart-Thermo-GL
140518014.RAW
Heart-Thermo-GL
140518016.RAW
Plasma-Thermo-GL
140422008.RAW
Plasma-Thermo-GL
140422012.RAW
Plasma-Thermo-GL
140422014.RAW
Plasma-Thermo-GL
140422016.RAW
Plasma-Thermo-GL
140422018.RAW
Plasma-Thermo-GL
140422020.RAW
Plasma-Thermo-GL
140422023.RAW
Plasma-Thermo-GL
140422031.RAW
Plasma-Thermo-GL
140422033.RAW
Plasma-Thermo-GL
140422035.RAW
Plasma-Thermo-GL
140422037.RAW
Plasma-Thermo-GL
140422039.RAW
Plasma-Thermo-GL
140424022.RAW
Plasma-Thermo-GL
140424024.RAW
Plasma-Thermo-GL
140424030.RAW
Plasma-Thermo-GL
140424032.RAW
Plasma-Thermo-GL
140424034.RAW
Plasma-Thermo-GL
140424036.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST000976
No raw data detected. Ignoring ST000976
Processing  ST003490
Initiating REDU-table generation for AN005729
Rest length is 18
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 670.28it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005730
Rest length is 18
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 682.88it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2079/3150 [2:37:02<34:50,  1.95s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2081/3150 [2:37:04<30:43,  1.72s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MR09 media raw files
negative
MR09-103-.raw
MR09 media raw files
negative
MR09-104-.raw
MR09 media raw files
negative
MR09-105-.raw
MR09 media raw files
negative
MR09-106-.raw
MR09 media raw files
negative
MR09-107-.raw
MR09 media raw files
negative
MR09-108-.raw
MR09 media raw files
negative
MR09-109-.raw
MR09 media raw files
negative
MR09-110-.raw
MR09 media raw files
negative
MR09-111-.raw
MR09 media raw files
negative
MR09-91-.raw
MR09 media raw files
negative
MR09-92-.raw
MR09 media raw files
negative
MR09-93-.raw
MR09 media raw files
negative
MR09-94-.raw
MR09 media raw files
negative
MR09-95-.raw
MR09 media raw files
negative
MR09-96-.raw
MR09 media raw files
negative
MR09-97-.raw
MR09 media raw files
negative
MR09-98-.raw
MR09 media raw files
negative
MR09-99-.raw
MR09 media raw files
positive
MR09-103+.raw
MR09 media raw files
positive
MR09-104+.raw
MR09 media raw files
positive
MR09-105+.raw
MR09 media raw files
positive
MR09-106+.raw
MR09 media raw files
positive
MR09-107+.raw
MR09 media raw files
positive
MR09-108+.raw
MR09 media raw files
positive
MR09-109+.raw
MR09 media raw files
positive
MR09-110+.raw
MR09 media raw files
positive
MR09-111+.raw
MR09 media raw files
positive
MR09-91+.raw
MR09 media raw files
positive
MR09-92+.raw
MR09 media raw files
positive
MR09-93+.raw
MR09 media raw files
positive
MR09-94+.raw
MR09 media raw files
positive
MR09-95+.raw
MR09 media raw files
positive
MR09-96+.raw
MR09 media raw files
positive
MR09-97+.raw
MR09 media raw files
positive
MR09-98+.raw
MR09 media raw files
positive
MR09-99+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST001226
No raw data detected. Ignoring ST001226
Processing  ST003424
Initiating REDU-table generation for AN005623
Rest length is 25
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HeLa CLN8 KO EV r1.raw
HeLa CLN8 KO EV r2.raw
HeLa CLN8 KO EV r3.raw
HeLa CLN8 KO HA CLN8 r1.raw
HeLa CLN8 KO HA CLN8 r2.raw
HeLa CLN8 KO HA CLN8 r3.raw
HeLa CLN8 KO r1.raw
HeLa CLN8 KO r2.raw
HeLa CLN8 KO r3.raw
HeLa WT r1.raw
HeLa WT r2.raw
HeLa WT r3.raw
Process blank.raw
U2OS CLN8 KO EV r1.raw
U2OS CLN8 KO EV r2.raw
U2OS CLN8 KO EV r3.raw
U2OS CLN8 KO HA CLN8 r1.raw
U2OS CLN8 KO HA CLN8 r2.raw
U2OS CLN8 KO HA CLN8 r3.raw
U2OS CLN8 KO r1.raw
U2OS CLN8 KO r2.raw
U2OS CLN8 KO r3.raw
U2OS WT r1.raw
U2OS WT r2.raw
U2OS WT r3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 25 rows!
Extracted information for 25 samples.
Processing  ST003283
Initiating REDU-table generation for AN005378
Rest length is 872
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005379
Rest length is 872
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
DataTrackID4884_mzXMLandRaw
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DataTrackID4884_mzXMLandRaw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2082/3150 [2:37:14<57:57,  3.26s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2083/3150 [2:37:17<54:46,  3.08s/it]
01047b_207_60.mzXML
DataTrackID4884_mzXMLandRaw
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 866 rows!
Extracted information for 866 samples.
Processing  ST002947
Initiating REDU-table generation for AN004832
Rest length is 6
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004833
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230329-lipid-CG1.raw
20230329-lipid-CG2.raw
20230329-lipid-CG3.raw
20230329-lipid-WT1.raw
20230329-lipid-WT2.raw
20230329-lipid-WT3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST001668
Initiating REDU-table generation for AN002720
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 1858.01it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002721
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 1834.78it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002722
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 1900.53it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN002723
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 1872.18it/s]

 66%|██████▌   | 2084/3150 [2:37:18<48:54,  2.75s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2085/3150 [2:37:20<45:17,  2.55s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▌   | 2086/3150 [2:37:23<45:56,  2.59s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002204
Initiating REDU-table generation for AN003607
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
00112_KI_QL_20190322_ISQ_SIM_0100_KO_06.cdf
00112_KI_QL_20190322_ISQ_SIM_0100_KO_07.cdf
00112_KI_QL_20190322_ISQ_SIM_0100_KO_09.cdf
00112_KI_QL_20190322_ISQ_SIM_0100_KO_10.cdf
00112_KI_QL_20190322_ISQ_SIM_0100_KO_12.cdf
00112_KI_QL_20190322_ISQ_SIM_0100_KO_13.cdf
00112_KI_QL_20190322_ISQ_SIM_0100_WT_05.cdf
00112_KI_QL_20190322_ISQ_SIM_0100_WT_08.cdf
00112_KI_QL_20190322_ISQ_SIM_0100_WT_11.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST002675
Initiating REDU-table generation for AN004347
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0299m_MoTrPAC_PASS1B_HP-PREFA01.raw
0299n_MoTrPAC_PASS1B_HP-PREFB01.raw
0299o_MoTrPAC_PASS1B_HP-Sed01-LIV.raw
0299p_MoTrPAC_PASS1B_HP-Sed02-LIV.raw
0299q_MoTrPAC_PASS1B_HP-IPE01-LIV.raw
0299r_MoTrPAC_PASS1B_HP-IPE02-LIV.raw
0300_MoTrPAC_PASS1B_HP-90217016807-LIV.raw
0301_MoTrPAC_PASS1B_HP-90218016807-LIV.raw
0302_MoTrPAC_PASS1B_HP-90222016807-LIV.raw
0303_MoTrPAC_PASS1B_HP-90223016807-LIV.raw
0304_MoTrPAC_PASS1B_HP-90225016807-LIV.raw
0305_MoTrPAC_PASS1B_HP-90227016807-LIV.raw
0306_MoTrPAC_PASS1B_HP-90229016807-LIV.raw
0307_MoTrPAC_PASS1B_HP-90232016807-LIV.raw
0308_MoTrPAC_PASS1B_HP-90237016807-LIV.raw
0309_MoTrPAC_PASS1B_HP-90239016807-LIV.raw
0310_MoTrPAC_PASS1B_HP-90245016807-LIV.raw
0311_MoTrPAC_PASS1B_HP-90248016807-LIV.raw
0312_MoTrPAC_PASS1B_HP-90251016807-LIV.raw
0313_MoTrPAC_PASS1B_HP-90252016807-LIV.raw
0314_MoTrPAC_PASS1B_HP-90254016807-LIV.raw
0315_MoTrPAC_PASS1B_HP-90258016807-LIV.raw
0316_MoTrPAC_PASS1B_HP-90259016807-LIV.raw
0317_MoTrPAC_PASS1B_HP-90265016807-LIV.raw
0318_MoTrPAC_PASS1B_HP-90266016807-LIV.raw
0319_MoTrPAC_PASS1B_HP-90267016807-LIV.raw
0319a_MoTrPAC_PASS1B_HP-PREFA02.raw
0319b_MoTrPAC_PASS1B_HP-PREFB02.raw
0320_MoTrPAC_PASS1B_HP-90280016807-LIV.raw
0321_MoTrPAC_PASS1B_HP-90281016807-LIV.raw
0322_MoTrPAC_PASS1B_HP-90283016807-LIV.raw
0323_MoTrPAC_PASS1B_HP-90289016807-LIV.raw
0324_MoTrPAC_PASS1B_HP-90292016807-LIV.raw
0325_MoTrPAC_PASS1B_HP-90406016807-LIV.raw
0326_MoTrPAC_PASS1B_HP-90410016807-LIV.raw
0327_MoTrPAC_PASS1B_HP-90412016807-LIV.raw
0328_MoTrPAC_PASS1B_HP-90416016807-LIV.raw
0329_MoTrPAC_PASS1B_HP-90420016807-LIV.raw
0330_MoTrPAC_PASS1B_HP-90421016807-LIV.raw
0331_MoTrPAC_PASS1B_HP-90422016807-LIV.raw
0332_MoTrPAC_PASS1B_HP-90423016807-LIV.raw
0333_MoTrPAC_PASS1B_HP-90426016807-LIV.raw
0334_MoTrPAC_PASS1B_HP-90430016807-LIV.raw
0335_MoTrPAC_PASS1B_HP-90439016807-LIV.raw
0336_MoTrPAC_PASS1B_HP-90441016807-LIV.raw
0337_MoTrPAC_PASS1B_HP-90444016807-LIV.raw
0338_MoTrPAC_PASS1B_HP-90449016807-LIV.raw
0339_MoTrPAC_PASS1B_HP-90450016807-LIV.raw
0339a_MoTrPAC_PASS1B_HP-PREFA03.raw
0339b_MoTrPAC_PASS1B_HP-PREFB03.raw
0340_MoTrPAC_PASS1B_HP-90559016807-LIV.raw
0341_MoTrPAC_PASS1B_HP-90560016807-LIV.raw
0342_MoTrPAC_PASS1B_HP-90564016807-LIV.raw
0343_MoTrPAC_PASS1B_HP-90567016807-LIV.raw
0344_MoTrPAC_PASS1B_HP-90571016807-LIV.raw
0345_MoTrPAC_PASS1B_HP-90576016807-LIV.raw
0346_MoTrPAC_PASS1B_HP-90578016807-LIV.raw
0347_MoTrPAC_PASS1B_HP-90581016807-LIV.raw
0348_MoTrPAC_PASS1B_HP-90585016807-LIV.raw
0349_MoTrPAC_PASS1B_HP-90587016807-LIV.raw
0349a_MoTrPAC_PASS1B_HP-Sed03-LIV.raw
0349b_MoTrPAC_PASS1B_HP-Sed04-LIV.raw
0349c_MoTrPAC_PASS1B_HP-IPE03-LIV.raw
0349d_MoTrPAC_PASS1B_HP-IPE04-LIV.raw
0349e_MoTrPAC_PASS1B_HP-PREFA04.raw
0349f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST002713
Initiating REDU-table generation for AN004397
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 1001.05it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN004398
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 989.57it/s]

 66%|██████▋   | 2087/3150 [2:37:24<37:55,  2.14s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▋   | 2090/3150 [2:37:26<24:00,  1.36s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001479
No raw data detected. Ignoring ST001479
Processing  ST000790
No raw data detected. Ignoring ST000790
Processing  ST001474
Initiating REDU-table generation for AN004409
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
01_A0_Spleen_T032017_naive_ICMSA.raw
raw_data
02_A1_Spleen_T032017_naive_ICMSA.raw
raw_data
03_A2_Spleen_T032017_naive_ICMSA.raw
raw_data
04_B0_Spleen_T032017_syn_ICMSA.raw
raw_data
05_B1_Spleen_T032017_syn_ICMSA.raw
raw_data
06_B2_Spleen_T032017_syn_ICMSA.raw
raw_data
07_C11_Spleen_T032017_allo_ICMSA.raw
raw_data
08_C12_Spleen_T032017_allo_ICMSA.raw
raw_data
09_C20_Spleen_T032017_allo_ICMSA.raw
raw_data
10_B10_Spleen_T042017_syn_ICMSA.raw
raw_data
11_B11_Spleen_T042017_syn_ICMSA.raw
raw_data
12_B12_Spleen_T042017_syn_ICMSA.raw
raw_data
13_C11_Spleen_T042017_allo_ICMSA.raw
raw_data
14_C12_Spleen_T042017_allo_ICMSA.raw
raw_data
15_C120_Spleen_T042017_allo_ICMSA.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST002100
No raw data detected. Ignoring ST002100
Processing  ST000919
Initiating REDU-table generation for AN001506
Rest length is 140
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/140 [00:00<?, ?it/s]

Mapping potential matches:   9%|▊         | 12/140 [00:00<00:01, 118.90it/s]

Mapping potential matches:  18%|█▊        | 25/140 [00:00<00:00, 120.50it/s]

Mapping potential matches:  27%|██▋       | 38/140 [00:00<00:00, 120.95it/s]

Mapping potential matches:  36%|███▋      | 51/140 [00:00<00:00, 120.95it/s]

Mapping potential matches:  46%|████▌     | 64/140 [00:00<00:00, 120.73it/s]

Mapping potential matches:  55%|█████▌    | 77/140 [00:00<00:00, 120.94it/s]

Mapping potential matches:  64%|██████▍   | 90/140 [00:00<00:00, 121.07it/s]

Mapping potential matches:  74%|███████▎  | 103/140 [00:00<00:00, 121.03it/s]

Mapping potential matches:  83%|████████▎ | 116/140 [00:00<00:00, 121.08it/s]

Mapping potential matches:  92%|█████████▏| 129/140 [00:01<00:00, 120.63it/s]
Mapping potential matches: 100%|██████████| 140/140 [00:01<00:00, 120.74it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001507
Rest length is 140
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/140 [00:00<?, ?it/s]

Mapping potential matches:   9%|▊         | 12/140 [00:00<00:01, 119.17it/s]

Mapping potential matches:  17%|█▋        | 24/140 [00:00<00:00, 119.38it/s]

Mapping potential matches:  26%|██▋       | 37/140 [00:00<00:00, 119.90it/s]

Mapping potential matches:  36%|███▌      | 50/140 [00:00<00:00, 120.10it/s]

Mapping potential matches:  45%|████▌     | 63/140 [00:00<00:00, 120.53it/s]

Mapping potential matches:  54%|█████▍    | 76/140 [00:00<00:00, 121.14it/s]

Mapping potential matches:  64%|██████▎   | 89/140 [00:00<00:00, 121.10it/s]

Mapping potential matches:  73%|███████▎  | 102/140 [00:00<00:00, 121.80it/s]

Mapping potential matches:  82%|████████▏ | 115/140 [00:00<00:00, 122.24it/s]

Mapping potential matches:  91%|█████████▏| 128/140 [00:01<00:00, 122.60it/s]
Mapping potential matches: 100%|██████████| 140/140 [00:01<00:00, 121.49it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_100[PR0654]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_101[PR0674]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_102[PR0122]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_103[PR0369]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_104[PR0184]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_105[PF0123]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_106[PR0502]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_107[PF0454]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_108[PF0597]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_109[PR0566]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_10[PR0230]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_110[PR0081]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_111[PR0092]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_112[PR0313]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_113[PR0051]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_114[PR0061]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_115[PF0490]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_116[PR0159]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_117[PR0060]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_118[PR0703]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_119[PR0592]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_11[PR0496]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_120[PR0129]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_121[PR0078]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_122[PF0082]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_123[PR0339]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_124[PR0625]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_125[PF0226]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_126[PF0574]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_127[PR0175]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_128[PR0163]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_129[PR0457]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_12[PR0086]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_130[PF0227]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_131[PF0001]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_132[PF0120]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_133[PR0068]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_134[PR0080]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_135[PF0585]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_136[PR0480]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_137[PR0490]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_138[PR0704]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_139[PR0169]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_13[PR0146]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_140[PF0427]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_14[PR0575]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_15[PR0572]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_16[PR0510]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_17[PF0034]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_18[PF0379]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_19[PR0183]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_1[PR0682]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_20[PR0310]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_22[PE0327]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_23[PR0262]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_24[PR0288]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_25[PR0059]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_26[PR0240]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_27[PR0019]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_28[PF0313]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_29[PF0244]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_2[PR0504]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_30[PF0087]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_31[PF0459]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_32[PF0137]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_33[PF0334]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_34[PR0560]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_35[PR0475]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_36[PF0400]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_37[PF0623]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_38[PR0050]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_39[PE0511]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_3[PR0030]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_40[PR0307]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_41[PR0079]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_42[PE0133]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_43[PR0346]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_44[PR0114]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_45[PR0601]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_46[PF0176]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_47[PR0452]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_48[PF0178]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_49[PR0698]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_4[PR0242]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_50[PR0055]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_51[PR0293]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_52[PF0617]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_53[PR0198]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_54[PF0064]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_55[PR0281]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_56[PR0559]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_57[PF0323]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_58[PR0675]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_59[PR0006]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_5[PF0310]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_60[PR0171]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_61[PE0501]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_62[PF0026]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_63[PE0475]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_64[PR0401]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_65[PR0046]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_66[PF0265]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_67[PR0075]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_68[PR0583]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_69[PF0475]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_6[PR0106]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_70[PF0457]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_71[PE0160]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_72[PF0280]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_73[PF0520]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_74[PF0292]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_75[PF0533]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_76[PF0125]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_77[PR0443]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_78[PF0576]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_79[PE0248]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_7[PR0294]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_80[PR0206]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_81[PF0513]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_82[PR0232]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_83[PE0109]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_84[PR0599]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_85[PR0319]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_86[PR0700]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_87[PR0585]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_88[PR0187]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_89[PR0542]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_8[PR0113]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_90[PF0043]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_91[PR0686]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_92[PF0456]n.mzXML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▋   | 2092/3150 [2:37:32<32:55,  1.87s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 66%|██████▋   | 2094/3150 [2:37:34<28:46,  1.63s/it]
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_93[PR0326]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_94[PF0336]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_95[PF0573]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_96[PR0067]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_97[PR0202]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_98[PR0433]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_99[PR0119]n.mzXML
ST000919
MzXML
NEG
QE2_lm_5_Johnson-Shahin_9[PF0380]n.mzXML
ST000919
MzXML
POS
QE2_lm_5_Johnson-Shahin_1[PR0682]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 140 rows!
Extracted information for 140 samples.
Processing  ST000397
No raw data detected. Ignoring ST000397
Processing  ST002525
Initiating REDU-table generation for AN004159
Rest length is 46
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
3807
steady state T1DM CTX_1_polar.CDF
3807
steady state T1DM CTX_2_polar.CDF
3807
steady state T1DM CTX_3_polar.CDF
3807
steady state T1DM CTX_4_polar.CDF
3807
steady state T1DM CTX_5_polar.CDF
3807
steady state T1DM CTX_6_polar.CDF
3807
steady state T1DM CTX_7_polar.CDF
3807
steady state T1DM DVC_1_polar.CDF
3807
steady state T1DM DVC_2_polar.CDF
3807
steady state T1DM DVC_3_polar.CDF
3807
steady state T1DM DVC_4_polar.CDF
3807
steady state T1DM DVC_5_polar.CDF
3807
steady state T1DM DVC_6_polar.CDF
3807
steady state T1DM DVC_7_polar.CDF
3807
steady state T1DM DVC_8_polar.CDF
3807
steady state T1DM Hipp_1_polar.CDF
3807
steady state T1DM Hipp_2_polar.CDF
3807
steady state T1DM Hipp_3_polar.CDF
3807
steady state T1DM Hipp_4_polar.CDF
3807
steady state T1DM Hipp_5_polar.CDF
3807
steady state T1DM Hipp_6_polar.CDF
3807
steady state T1DM Hipp_7_polar.CDF
3807
steady state T1DM Hipp_8_polar.CDF
3807
steady state vehicle CTX_1_polar.CDF
3807
steady state vehicle CTX_2_polar.CDF
3807
steady state vehicle CTX_3_polar.CDF
3807
steady state vehicle CTX_4_polar.CDF
3807
steady state vehicle CTX_5_polar.CDF
3807
steady state vehicle CTX_6_polar.CDF
3807
steady state vehicle CTX_7_polar.CDF
3807
steady state vehicle DVC_1_polar.CDF
3807
steady state vehicle DVC_2_polar.CDF
3807
steady state vehicle DVC_3_polar.CDF
3807
steady state vehicle DVC_4_polar.CDF
3807
steady state vehicle DVC_5_polar.CDF
3807
steady state vehicle DVC_6_polar.CDF
3807
steady state vehicle DVC_7_polar.CDF
3807
steady state vehicle DVC_8_polar.CDF
3807
steady state vehicle Hipp_1_polar.CDF
3807
steady state vehicle Hipp_2_polar.CDF
3807
steady state vehicle Hipp_3_polar.CDF
3807
steady state vehicle Hipp_4_polar.CDF
3807
steady state vehicle Hipp_5_polar.CDF
3807
steady state vehicle Hipp_6_polar.CDF
3807
steady state vehicle Hipp_7_polar.CDF
3807
steady state vehicle Hipp_8_polar.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 46 rows!
Extracted information for 46 samples.
Processing  ST001462
No raw data detected. Ignoring ST001462
Processing  ST001816
Initiating REDU-table generation for AN002948
Rest length is 39
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/39 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 39/39 [00:00<00:00, 622.22it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2096/3150 [2:37:36<25:52,  1.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2097/3150 [2:37:38<27:51,  1.59s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2098/3150 [2:37:41<29:48,  1.70s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Brain1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Brain2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Brain3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Heart1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Heart2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Heart3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Kidney1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Kidney2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Kidney3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Liver1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Liver2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Liver3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Lung1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Lung2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Lung3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Muscle1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Muscle2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Muscle3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Pancreas1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Pancreas2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Pancreas3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-SmallIntestine1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-SmallIntestine2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-SmallIntestine3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Spleen1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Spleen2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Spleen3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Testis1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Testis2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-Testis3.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-WAT1.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-WAT2.mzML
Mouse Tissue PIPs
Data190415 mouse tissue PIPs-WAT3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 33 rows!
Extracted information for 33 samples.
Processing  ST002227
Initiating REDU-table generation for AN003636
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS48
MS48-01.raw
MS48
MS48-02.raw
MS48
MS48-03.raw
MS48
MS48-04.raw
MS48
MS48-05.raw
MS48
MS48-06.raw
MS48
MS48-07.raw
MS48
MS48-08.raw
MS48
MS48-09.raw
MS48
MS48-10.raw
MS48
MS48-12.raw
MS48
MS48-13.raw
MS48
MS48-14.raw
MS48
MS48-15.raw
MS48
MS48-16.raw
MS48
MS48-17.raw
MS48
MS48-18.raw
MS48
MS48-19.raw
MS48
MS48-20.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 19 rows!
Extracted information for 19 samples.
Processing  ST002803
Initiating REDU-table generation for AN004559
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx577180 Maloyan raw data files
201202bDTsa01_1.cdf
mx577180 Maloyan raw data files
201202bDTsa02_1.cdf
mx577180 Maloyan raw data files
201202bDTsa03_1.cdf
mx577180 Maloyan raw data files
201202bDTsa04_1.cdf
mx577180 Maloyan raw data files
201202bDTsa05_1.cdf
mx577180 Maloyan raw data files
201202bDTsa06_1.cdf
mx577180 Maloyan raw data files
201202bDTsa07_1.cdf
mx577180 Maloyan raw data files
201202bDTsa08_1.cdf
mx577180 Maloyan raw data files
201202bDTsa09_1.cdf
mx577180 Maloyan raw data files
201202bDTsa10_1.cdf
mx577180 Maloyan raw data files
201202bDTsa11_1.cdf
mx577180 Maloyan raw data files
201202bDTsa12_1.cdf
mx577180 Maloyan raw data files
201202bDTsa13_1.cdf
mx577180 Maloyan raw data files
201202bDTsa14_1.cdf
mx577180 Maloyan raw data files
201202bDTsa15_1.cdf
mx577180 Maloyan raw data files
201202bDTsa16_1.cdf
mx577180 Maloyan raw data files
201202bDTsa17_1.cdf
mx577180 Maloyan raw data files
201202bDTsa18_1.cdf
mx577180 Maloyan raw data files
201202bDTsa19_1.cdf
mx577180 Maloyan raw data files
201202bDTsa20_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST003130
Initiating REDU-table generation for AN005133
Rest length is 65
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/66 [00:00<?, ?it/s]

Mapping potential matches:  27%|██▋       | 18/66 [00:00<00:00, 177.70it/s]

Mapping potential matches:  56%|█████▌    | 37/66 [00:00<00:00, 181.93it/s]

Mapping potential matches:  85%|████████▍ | 56/66 [00:00<00:00, 179.18it/s]
Mapping potential matches: 100%|██████████| 66/66 [00:00<00:00, 179.59it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005134
Rest length is 65
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/66 [00:00<?, ?it/s]

Mapping potential matches:  29%|██▉       | 19/66 [00:00<00:00, 182.49it/s]

Mapping potential matches:  58%|█████▊    | 38/66 [00:00<00:00, 183.57it/s]

Mapping potential matches:  86%|████████▋ | 57/66 [00:00<00:00, 184.79it/s]
Mapping potential matches: 100%|██████████| 66/66 [00:00<00:00, 184.01it/s]

 67%|██████▋   | 2099/3150 [2:37:42<29:39,  1.69s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2100/3150 [2:37:45<35:50,  2.05s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2101/3150 [2:37:49<44:58,  2.57s/it]
 67%|██████▋   | 2105/3150 [2:37:50<18:17,  1.05s/it]
 67%|██████▋   | 2109/3150 [2:37:50<10:02,  1.73it/s]
 67%|██████▋   | 2111/3150 [2:37:50<07:49,  2.21it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003499
Initiating REDU-table generation for AN005743
Rest length is 30
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005744
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ADSLtracer
BT03-001.raw
ADSLtracer
BT03-002.raw
ADSLtracer
BT03-003.raw
ADSLtracer
BT03-004.raw
ADSLtracer
BT03-005.raw
ADSLtracer
BT03-006.raw
ADSLtracer
BT03-007.raw
ADSLtracer
BT03-008.raw
ADSLtracer
BT03-009.raw
ADSLtracer
BT03-010.raw
ADSLtracer
BT03-011.raw
ADSLtracer
BT03-012.raw
ADSLtracer
BT03-013.raw
ADSLtracer
BT03-014.raw
ADSLtracer
BT03-015.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST002903
Initiating REDU-table generation for AN004762
Rest length is 43
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004763
Rest length is 43
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004764
Rest length is 43
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CP
0001_MAY_RoCI-StEM_CP-287.raw
CP
0002_MAY_RoCI-StEM_CP-289.raw
CP
0003_MAY_RoCI-StEM_CP-328.raw
CP
0004_MAY_RoCI-StEM_CP-348.raw
CP
0005_MAY_RoCI-StEM_CP-372.raw
CP
0006_MAY_RoCI-StEM_CP-383.raw
CP
0007_MAY_RoCI-StEM_CP-392.raw
CP
0008_MAY_RoCI-StEM_CP-399.raw
CP
0009_MAY_RoCI-StEM_CP-405.raw
CP
0010_MAY_RoCI-StEM_CP-419.raw
CP
0011_MAY_RoCI-StEM_CP-422.raw
CP
0012_MAY_RoCI-StEM_CP-435.raw
CP
0013_MAY_RoCI-StEM_CP-443.raw
CP
0014_MAY_RoCI-StEM_CP-464.raw
CP
0015_MAY_RoCI-StEM_CP-473.raw
CP
0016_MAY_RoCI-StEM_CP-488.raw
CP
0017_MAY_RoCI-StEM_CP-539.raw
CP
0018_MAY_RoCI-StEM_CP-541.raw
CP
0019_MAY_RoCI-StEM_CP-561.raw
CP
0020_MAY_RoCI-StEM_CP-565.raw
CP
0021_MAY_RoCI-StEM_CP-575.raw
CP
0022_MAY_RoCI-StEM_CP-594.raw
CP
0023_MAY_RoCI-StEM_CP-596.raw
CP
0024_MAY_RoCI-StEM_CP-597.raw
CP
0025_MAY_RoCI-StEM_CP-598.raw
CP
0026_MAY_RoCI-StEM_CP-600.raw
CP
0027_MAY_RoCI-StEM_CP-602.raw
CP
0029_MAY_RoCI-StEM_CP-633.raw
CP
0030_MAY_RoCI-StEM_CP-650.raw
CP
0031_MAY_RoCI-StEM_CP-658.raw
CP
0034_MAY_RoCI-StEM_CP-694.raw
CP
0037_MAY_RoCI-StEM_CP-698.raw
CP
0039_MAY_RoCI-StEM_CP-700.raw
CP
0040_MAY_RoCI-StEM_CP-701.raw
CP
0042_MAY_RoCI-StEM_CP-704.raw
CP
0043_MAY_RoCI-StEM_CP-705.raw
CP
0046_MAY_RoCI-StEM_CP-710.raw
CP
0047_MAY_RoCI-StEM_CP-712.raw
CP
0049_MAY_RoCI-StEM_CP-716.raw
CP
0050_MAY_RoCI-StEM_CP-718.raw
CP
0051_MAY_RoCI-StEM_CP-719.raw
CP
0052_MAY_RoCI-StEM_CP-720.raw
CP
0053_MAY_RoCI-StEM_CP-721.raw
HN
0001_MAY_ROCI-StEM_HN_287.raw
HN
0002_MAY_ROCI-StEM_HN_289.raw
HN
0003_MAY_ROCI-StEM_HN_328.raw
HN
0004_MAY_ROCI-StEM_HN_348.raw
HN
0005_MAY_ROCI-StEM_HN_372.raw
HN
0006_MAY_ROCI-StEM_HN_383.raw
HN
0007_MAY_ROCI-StEM_HN_392.raw
HN
0008_MAY_ROCI-StEM_HN_399.raw
HN
0009_MAY_ROCI-StEM_HN_405.raw
HN
0010_MAY_ROCI-StEM_HN_419.raw
HN
0011_MAY_ROCI-StEM_HN_422.raw
HN
0012_MAY_ROCI-StEM_HN_435.raw
HN
0013_MAY_ROCI-StEM_HN_443.raw
HN
0014_MAY_ROCI-StEM_HN_464.raw
HN
0015_MAY_ROCI-StEM_HN_473.raw
HN
0016_MAY_ROCI-StEM_HN_488.raw
HN
0017_MAY_ROCI-StEM_HN_539.raw
HN
0018_MAY_ROCI-StEM_HN_541.raw
HN
0019_MAY_ROCI-StEM_HN_561.raw
HN
0020_MAY_ROCI-StEM_HN_565.raw
HN
0021_MAY_ROCI-StEM_HN_575.raw
HN
0022_MAY_ROCI-StEM_HN_594.raw
HN
0023_MAY_ROCI-StEM_HN_596.raw
HN
0024_MAY_ROCI-StEM_HN_597.raw
HN
0025_MAY_ROCI-StEM_HN_598.raw
HN
0026_MAY_ROCI-StEM_HN_600.raw
HN
0027_MAY_ROCI-StEM_HN_602.raw
HN
0029_MAY_ROCI-StEM_HN_633.raw
HN
0030_MAY_ROCI-StEM_HN_650.raw
HN
0031_MAY_ROCI-StEM_HN_658.raw
HN
0034_MAY_ROCI-StEM_HN_694.raw
HN
0037_MAY_ROCI-StEM_HN_698.raw
HN
0039_MAY_ROCI-StEM_HN_700.raw
HN
0040_MAY_ROCI-StEM_HN_701.raw
HN
0042_MAY_ROCI-StEM_HN_704.raw
HN
0043_MAY_ROCI-StEM_HN_705.raw
HN
0046_MAY_ROCI-StEM_HN_710.raw
HN
0047_MAY_ROCI-StEM_HN_712.raw
HN
0049_MAY_ROCI-StEM_HN_716.raw
HN
0050_MAY_ROCI-StEM_HN_718.raw
HN
0051_MAY_ROCI-StEM_HN_719.raw
HN
0052_MAY_ROCI-StEM_HN_720.raw
HN
0053_MAY_ROCI-StEM_HN_721.raw
HP
0001_MAY_ROCI-StEM_HP-287.raw
HP
0002_MAY_ROCI-StEM_HP-289.raw
HP
0003_MAY_ROCI-StEM_HP-328.raw
HP
0004_MAY_ROCI-StEM_HP-348.raw
HP
0005_MAY_ROCI-StEM_HP-372.raw
HP
0006_MAY_ROCI-StEM_HP-383.raw
HP
0007_MAY_ROCI-StEM_HP-392.raw
HP
0008_MAY_ROCI-StEM_HP-399.raw
HP
0009_MAY_ROCI-StEM_HP-405.raw
HP
0010_MAY_ROCI-StEM_HP-419.raw
HP
0011_MAY_ROCI-StEM_HP-422.raw
HP
0012_MAY_ROCI-StEM_HP-435.raw
HP
0013_MAY_ROCI-StEM_HP-443.raw
HP
0014_MAY_ROCI-StEM_HP-464.raw
HP
0015_MAY_ROCI-StEM_HP-473.raw
HP
0016_MAY_ROCI-StEM_HP-488.raw
HP
0017_MAY_ROCI-StEM_HP-539.raw
HP
0018_MAY_ROCI-StEM_HP-541.raw
HP
0019_MAY_ROCI-StEM_HP-561.raw
HP
0020_MAY_ROCI-StEM_HP-565.raw
HP
0021_MAY_ROCI-StEM_HP-575.raw
HP
0022_MAY_ROCI-StEM_HP-594.raw
HP
0023_MAY_ROCI-StEM_HP-596.raw
HP
0024_MAY_ROCI-StEM_HP-597.raw
HP
0025_MAY_ROCI-StEM_HP-598.raw
HP
0026_MAY_ROCI-StEM_HP-600.raw
HP
0027_MAY_ROCI-StEM_HP-602.raw
HP
0029_MAY_ROCI-StEM_HP-633.raw
HP
0030_MAY_ROCI-StEM_HP-650.raw
HP
0031_MAY_ROCI-StEM_HP-658.raw
HP
0034_MAY_ROCI-StEM_HP-694.raw
HP
0037_MAY_ROCI-StEM_HP-698.raw
HP
0039_MAY_ROCI-StEM_HP-700.raw
HP
0040_MAY_ROCI-StEM_HP-701.raw
HP
0042_MAY_ROCI-StEM_HP-704.raw
HP
0043_MAY_ROCI-StEM_HP-705.raw
HP
0046_MAY_ROCI-StEM_HP-710.raw
HP
0047_MAY_ROCI-StEM_HP-712.raw
HP
0049_MAY_ROCI-StEM_HP-716.raw
HP
0050_MAY_ROCI-StEM_HP-718.raw
HP
0051_MAY_ROCI-StEM_HP-719.raw
HP
0052_MAY_ROCI-StEM_HP-720.raw
HP
0053_MAY_ROCI-StEM_HP-721.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 129 rows!
Extracted information for 129 samples.
Processing  ST002065
No raw data detected. Ignoring ST002065
Processing  ST000550
No raw data detected. Ignoring ST000550
Processing  ST000951
No raw data detected. Ignoring ST000951
Processing  ST001205
No raw data detected. Ignoring ST001205
Processing  ST000964
No raw data detected. Ignoring ST000964
Processing  ST002256
No raw data detected. Ignoring ST002256
Processing  ST003133
No raw data detected. Ignoring ST003133
Processing  ST001627
No raw data detected. Ignoring ST001627
Processing  ST000006
No raw data detected. Ignoring ST000006
Processing  ST000322
No raw data detected. Ignoring ST000322
Processing  ST003148
No raw data detected. Ignoring ST003148
Processing  ST003103
Initiating REDU-table generation for AN005077
Rest length is 92
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005078
Rest length is 92
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005079
Rest length is 92
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005080
Rest length is 92
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005081
Rest length is 92
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData
CE_MS_NEG
CEMSNEG_C1.mzML
MyData
CE_MS_NEG
CEMSNEG_C10.mzML
MyData
CE_MS_NEG
CEMSNEG_C11.mzML
MyData
CE_MS_NEG
CEMSNEG_C12.mzML
MyData
CE_MS_NEG
CEMSNEG_C13.mzML
MyData
CE_MS_NEG
CEMSNEG_C14.mzML
MyData
CE_MS_NEG
CEMSNEG_C15.mzML
MyData
CE_MS_NEG
CEMSNEG_C16.mzML
MyData
CE_MS_NEG
CEMSNEG_C17.mzML
MyData
CE_MS_NEG
CEMSNEG_C18.mzML
MyData
CE_MS_NEG
CEMSNEG_C19.mzML
MyData
CE_MS_NEG
CEMSNEG_C2.mzML
MyData
CE_MS_NEG
CEMSNEG_C20.mzML
MyData
CE_MS_NEG
CEMSNEG_C21.mzML
MyData
CE_MS_NEG
CEMSNEG_C22.mzML
MyData
CE_MS_NEG
CEMSNEG_C23.mzML
MyData
CE_MS_NEG
CEMSNEG_C24.mzML
MyData
CE_MS_NEG
CEMSNEG_C25.mzML
MyData
CE_MS_NEG
CEMSNEG_C26.mzML
MyData
CE_MS_NEG
CEMSNEG_C27.mzML
MyData
CE_MS_NEG
CEMSNEG_C29.mzML
MyData
CE_MS_NEG
CEMSNEG_C31.mzML
MyData
CE_MS_NEG
CEMSNEG_C32.mzML
MyData
CE_MS_NEG
CEMSNEG_C33.mzML
MyData
CE_MS_NEG
CEMSNEG_C34.mzML
MyData
CE_MS_NEG
CEMSNEG_C35.mzML
MyData
CE_MS_NEG
CEMSNEG_C37.mzML
MyData
CE_MS_NEG
CEMSNEG_C4.mzML
MyData
CE_MS_NEG
CEMSNEG_C41.mzML
MyData
CE_MS_NEG
CEMSNEG_C42.mzML
MyData
CE_MS_NEG
CEMSNEG_C43.mzML
MyData
CE_MS_NEG
CEMSNEG_C49.mzML
MyData
CE_MS_NEG
CEMSNEG_C52.mzML
MyData
CE_MS_NEG
CEMSNEG_C55.mzML
MyData
CE_MS_NEG
CEMSNEG_C59.mzML
MyData
CE_MS_NEG
CEMSNEG_C61.mzML
MyData
CE_MS_NEG
CEMSNEG_C68.mzML
MyData
CE_MS_NEG
CEMSNEG_C7.mzML
MyData
CE_MS_NEG
CEMSNEG_C8.mzML
MyData
CE_MS_NEG
CEMSNEG_C9.mzML
MyData
CE_MS_NEG
CEMSNEG_L100.mzML
MyData
CE_MS_NEG
CEMSNEG_L101.mzML
MyData
CE_MS_NEG
CEMSNEG_L102.mzML
MyData
CE_MS_NEG
CEMSNEG_L103.mzML
MyData
CE_MS_NEG
CEMSNEG_L42.mzML
MyData
CE_MS_NEG
CEMSNEG_L43.mzML
MyData
CE_MS_NEG
CEMSNEG_L44.mzML
MyData
CE_MS_NEG
CEMSNEG_L45.mzML
MyData
CE_MS_NEG
CEMSNEG_L46.mzML
MyData
CE_MS_NEG
CEMSNEG_L47.mzML
MyData
CE_MS_NEG
CEMSNEG_L48.mzML
MyData
CE_MS_NEG
CEMSNEG_L49.mzML
MyData
CE_MS_NEG
CEMSNEG_L50.mzML
MyData
CE_MS_NEG
CEMSNEG_L51.mzML
MyData
CE_MS_NEG
CEMSNEG_L52.mzML
MyData
CE_MS_NEG
CEMSNEG_L54.mzML
MyData
CE_MS_NEG
CEMSNEG_L55.mzML
MyData
CE_MS_NEG
CEMSNEG_L56.mzML
MyData
CE_MS_NEG
CEMSNEG_L57.mzML
MyData
CE_MS_NEG
CEMSNEG_L58.mzML
MyData
CE_MS_NEG
CEMSNEG_L59.mzML
MyData
CE_MS_NEG
CEMSNEG_L60.mzML
MyData
CE_MS_NEG
CEMSNEG_L61.mzML
MyData
CE_MS_NEG
CEMSNEG_L62.mzML
MyData
CE_MS_NEG
CEMSNEG_L63.mzML
MyData
CE_MS_NEG
CEMSNEG_L64.mzML
MyData
CE_MS_NEG
CEMSNEG_L65.mzML
MyData
CE_MS_NEG
CEMSNEG_L66.mzML
MyData
CE_MS_NEG
CEMSNEG_L67.mzML
MyData
CE_MS_NEG
CEMSNEG_L68.mzML
MyData
CE_MS_NEG
CEMSNEG_L69.mzML
MyData
CE_MS_NEG
CEMSNEG_L70.mzML
MyData
CE_MS_NEG
CEMSNEG_L72.mzML
MyData
CE_MS_NEG
CEMSNEG_L73.mzML
MyData
CE_MS_NEG
CEMSNEG_L74.mzML
MyData
CE_MS_NEG
CEMSNEG_L75.mzML
MyData
CE_MS_NEG
CEMSNEG_L76.mzML
MyData
CE_MS_NEG
CEMSNEG_L77.mzML
MyData
CE_MS_NEG
CEMSNEG_L78.mzML
MyData
CE_MS_NEG
CEMSNEG_L79.mzML
MyData
CE_MS_POS
CEMSPOS_C1.mzML
MyData
CE_MS_POS
CEMSPOS_C10.mzML
MyData
CE_MS_POS
CEMSPOS_C11.mzML
MyData
CE_MS_POS
CEMSPOS_C12.mzML
MyData
CE_MS_POS
CEMSPOS_C13.mzML
MyData
CE_MS_POS
CEMSPOS_C14.mzML
MyData
CE_MS_POS
CEMSPOS_C15.mzML
MyData
CE_MS_POS
CEMSPOS_C16.mzML
MyData
CE_MS_POS
CEMSPOS_C17.mzML
MyData
CE_MS_POS
CEMSPOS_C18.mzML
MyData
CE_MS_POS
CEMSPOS_C19.mzML
MyData
CE_MS_POS
CEMSPOS_C2.mzML
MyData
CE_MS_POS
CEMSPOS_C20.mzML
MyData
CE_MS_POS
CEMSPOS_C21.mzML
MyData
CE_MS_POS
CEMSPOS_C22.mzML
MyData
CE_MS_POS
CEMSPOS_C23.mzML
MyData
CE_MS_POS
CEMSPOS_C24.mzML
MyData
CE_MS_POS
CEMSPOS_C25.mzML
MyData
CE_MS_POS
CEMSPOS_C26.mzML
MyData
CE_MS_POS
CEMSPOS_C27.mzML
MyData
CE_MS_POS
CEMSPOS_C29.mzML
MyData
CE_MS_POS
CEMSPOS_C31.mzML
MyData
CE_MS_POS
CEMSPOS_C32.mzML
MyData
CE_MS_POS
CEMSPOS_C33.mzML
MyData
CE_MS_POS
CEMSPOS_C34.mzML
MyData
CE_MS_POS
CEMSPOS_C35.mzML
MyData
CE_MS_POS
CEMSPOS_C37.mzML
MyData
CE_MS_POS
CEMSPOS_C4.mzML
MyData
CE_MS_POS
CEMSPOS_C41.mzML
MyData
CE_MS_POS
CEMSPOS_C42.mzML
MyData
CE_MS_POS
CEMSPOS_C43.mzML
MyData
CE_MS_POS
CEMSPOS_C49.mzML
MyData
CE_MS_POS
CEMSPOS_C52.mzML
MyData
CE_MS_POS
CEMSPOS_C55.mzML
MyData
CE_MS_POS
CEMSPOS_C59.mzML
MyData
CE_MS_POS
CEMSPOS_C61.mzML
MyData
CE_MS_POS
CEMSPOS_C68.mzML
MyData
CE_MS_POS
CEMSPOS_C7.mzML
MyData
CE_MS_POS
CEMSPOS_C8.mzML
MyData
CE_MS_POS
CEMSPOS_C9.mzML
MyData
CE_MS_POS
CEMSPOS_L100.mzML
MyData
CE_MS_POS
CEMSPOS_L101.mzML
MyData
CE_MS_POS
CEMSPOS_L102.mzML
MyData
CE_MS_POS
CEMSPOS_L103.mzML
MyData
CE_MS_POS
CEMSPOS_L42.mzML
MyData
CE_MS_POS
CEMSPOS_L43.mzML
MyData
CE_MS_POS
CEMSPOS_L44.mzML
MyData
CE_MS_POS
CEMSPOS_L45.mzML
MyData
CE_MS_POS
CEMSPOS_L46.mzML
MyData
CE_MS_POS
CEMSPOS_L47.mzML
MyData
CE_MS_POS
CEMSPOS_L48.mzML
MyData
CE_MS_POS
CEMSPOS_L49.mzML
MyData
CE_MS_POS
CEMSPOS_L50.mzML
MyData
CE_MS_POS
CEMSPOS_L51.mzML
MyData
CE_MS_POS
CEMSPOS_L52.mzML
MyData
CE_MS_POS
CEMSPOS_L54.mzML
MyData
CE_MS_POS
CEMSPOS_L55.mzML
MyData
CE_MS_POS
CEMSPOS_L56.mzML
MyData
CE_MS_POS
CEMSPOS_L57.mzML
MyData
CE_MS_POS
CEMSPOS_L58.mzML
MyData
CE_MS_POS
CEMSPOS_L59.mzML
MyData
CE_MS_POS
CEMSPOS_L60.mzML
MyData
CE_MS_POS
CEMSPOS_L61.mzML
MyData
CE_MS_POS
CEMSPOS_L62.mzML
MyData
CE_MS_POS
CEMSPOS_L63.mzML
MyData
CE_MS_POS
CEMSPOS_L64.mzML
MyData
CE_MS_POS
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MyData
CE_MS_POS
CEMSPOS_L66.mzML
MyData
CE_MS_POS
CEMSPOS_L67.mzML
MyData
CE_MS_POS
CEMSPOS_L68.mzML
MyData
CE_MS_POS
CEMSPOS_L69.mzML
MyData
CE_MS_POS
CEMSPOS_L70.mzML
MyData
CE_MS_POS
CEMSPOS_L72.mzML
MyData
CE_MS_POS
CEMSPOS_L73.mzML
MyData
CE_MS_POS
CEMSPOS_L74.mzML
MyData
CE_MS_POS
CEMSPOS_L75.mzML
MyData
CE_MS_POS
CEMSPOS_L76.mzML
MyData
CE_MS_POS
CEMSPOS_L77.mzML
MyData
CE_MS_POS
CEMSPOS_L78.mzML
MyData
CE_MS_POS
CEMSPOS_L79.mzML
MyData
GC_MS
GCMS_C1.mzML
MyData
GC_MS
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MyData
GC_MS
GCMS_C11.mzML
MyData
GC_MS
GCMS_C12.mzML
MyData
GC_MS
GCMS_C13.mzML
MyData
GC_MS
GCMS_C14.mzML
MyData
GC_MS
GCMS_C15.mzML
MyData
GC_MS
GCMS_C16.mzML
MyData
GC_MS
GCMS_C17.mzML
MyData
GC_MS
GCMS_C18.mzML
MyData
GC_MS
GCMS_C19.mzML
MyData
GC_MS
GCMS_C2.mzML
MyData
GC_MS
GCMS_C20.mzML
MyData
GC_MS
GCMS_C21.mzML
MyData
GC_MS
GCMS_C22.mzML
MyData
GC_MS
GCMS_C23.mzML
MyData
GC_MS
GCMS_C24.mzML
MyData
GC_MS
GCMS_C25.mzML
MyData
GC_MS
GCMS_C26.mzML
MyData
GC_MS
GCMS_C27.mzML
MyData
GC_MS
GCMS_C29.mzML
MyData
GC_MS
GCMS_C31.mzML
MyData
GC_MS
GCMS_C32.mzML
MyData
GC_MS
GCMS_C33.mzML
MyData
GC_MS
GCMS_C35.mzML
MyData
GC_MS
GCMS_C37.mzML
MyData
GC_MS
GCMS_C4.mzML
MyData
GC_MS
GCMS_C41.mzML
MyData
GC_MS
GCMS_C42.mzML
MyData
GC_MS
GCMS_C43.mzML
MyData
GC_MS
GCMS_C49.mzML
MyData
GC_MS
GCMS_C52.mzML
MyData
GC_MS
GCMS_C55.mzML
MyData
GC_MS
GCMS_C59.mzML
MyData
GC_MS
GCMS_C61.mzML
MyData
GC_MS
GCMS_C68.mzML
MyData
GC_MS
GCMS_C7.mzML
MyData
GC_MS
GCMS_C8.mzML
MyData
GC_MS
GCMS_C9.mzML
MyData
GC_MS
GCMS_L100.mzML
MyData
GC_MS
GCMS_L101.mzML
MyData
GC_MS
GCMS_L102.mzML
MyData
GC_MS
GCMS_L103.mzML
MyData
GC_MS
GCMS_L42.mzML
MyData
GC_MS
GCMS_L43.mzML
MyData
GC_MS
GCMS_L44.mzML
MyData
GC_MS
GCMS_L45.mzML
MyData
GC_MS
GCMS_L46.mzML
MyData
GC_MS
GCMS_L47.mzML
MyData
GC_MS
GCMS_L48.mzML
MyData
GC_MS
GCMS_L49.mzML
MyData
GC_MS
GCMS_L50.mzML
MyData
GC_MS
GCMS_L51.mzML
MyData
GC_MS
GCMS_L52.mzML
MyData
GC_MS
GCMS_L54.mzML
MyData
GC_MS
GCMS_L55.mzML
MyData
GC_MS
GCMS_L56.mzML
MyData
GC_MS
GCMS_L57.mzML
MyData
GC_MS
GCMS_L58.mzML
MyData
GC_MS
GCMS_L59.mzML
MyData
GC_MS
GCMS_L60.mzML
MyData
GC_MS
GCMS_L61.mzML
MyData
GC_MS
GCMS_L62.mzML
MyData
GC_MS
GCMS_L63.mzML
MyData
GC_MS
GCMS_L64.mzML
MyData
GC_MS
GCMS_L65.mzML
MyData
GC_MS
GCMS_L66.mzML
MyData
GC_MS
GCMS_L67.mzML
MyData
GC_MS
GCMS_L68.mzML
MyData
GC_MS
GCMS_L69.mzML
MyData
GC_MS
GCMS_L70.mzML
MyData
GC_MS
GCMS_L72.mzML
MyData
GC_MS
GCMS_L73.mzML
MyData
GC_MS
GCMS_L74.mzML
MyData
GC_MS
GCMS_L75.mzML
MyData
GC_MS
GCMS_L76.mzML
MyData
GC_MS
GCMS_L78.mzML
MyData
GC_MS
GCMS_L79.mzML
MyData
LC_MS_NEG
LCMSNEG_C1.mzML
MyData
LC_MS_NEG
LCMSNEG_C10.mzML
MyData
LC_MS_NEG
LCMSNEG_C11.mzML
MyData
LC_MS_NEG
LCMSNEG_C12.mzML
MyData
LC_MS_NEG
LCMSNEG_C13.mzML
MyData
LC_MS_NEG
LCMSNEG_C14.mzML
MyData
LC_MS_NEG
LCMSNEG_C15.mzML
MyData
LC_MS_NEG
LCMSNEG_C16.mzML
MyData
LC_MS_NEG
LCMSNEG_C17.mzML
MyData
LC_MS_NEG
LCMSNEG_C18.mzML
MyData
LC_MS_NEG
LCMSNEG_C19.mzML
MyData
LC_MS_NEG
LCMSNEG_C2.mzML
MyData
LC_MS_NEG
LCMSNEG_C20.mzML
MyData
LC_MS_NEG
LCMSNEG_C21.mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2113/3150 [2:37:58<23:54,  1.38s/it]MyData
LC_MS_NEG
LCMSNEG_C22.mzML
MyData
LC_MS_NEG
LCMSNEG_C23.mzML
MyData
LC_MS_NEG
LCMSNEG_C24.mzML
MyData
LC_MS_NEG
LCMSNEG_C25.mzML
MyData
LC_MS_NEG
LCMSNEG_C26.mzML
MyData
LC_MS_NEG
LCMSNEG_C27.mzML
MyData
LC_MS_NEG
LCMSNEG_C29.mzML
MyData
LC_MS_NEG
LCMSNEG_C31.mzML
MyData
LC_MS_NEG
LCMSNEG_C32.mzML
MyData
LC_MS_NEG
LCMSNEG_C33.mzML
MyData
LC_MS_NEG
LCMSNEG_C34.mzML
MyData
LC_MS_NEG
LCMSNEG_C35.mzML
MyData
LC_MS_NEG
LCMSNEG_C37.mzML
MyData
LC_MS_NEG
LCMSNEG_C4.mzML
MyData
LC_MS_NEG
LCMSNEG_C41.mzML
MyData
LC_MS_NEG
LCMSNEG_C42.mzML
MyData
LC_MS_NEG
LCMSNEG_C43.mzML
MyData
LC_MS_NEG
LCMSNEG_C49.mzML
MyData
LC_MS_NEG
LCMSNEG_C52.mzML
MyData
LC_MS_NEG
LCMSNEG_C55.mzML
MyData
LC_MS_NEG
LCMSNEG_C59.mzML
MyData
LC_MS_NEG
LCMSNEG_C61.mzML
MyData
LC_MS_NEG
LCMSNEG_C68.mzML
MyData
LC_MS_NEG
LCMSNEG_C7.mzML
MyData
LC_MS_NEG
LCMSNEG_C8.mzML
MyData
LC_MS_NEG
LCMSNEG_C9.mzML
MyData
LC_MS_NEG
LCMSNEG_L100.mzML
MyData
LC_MS_NEG
LCMSNEG_L101.mzML
MyData
LC_MS_NEG
LCMSNEG_L102.mzML
MyData
LC_MS_NEG
LCMSNEG_L103.mzML
MyData
LC_MS_NEG
LCMSNEG_L42.mzML
MyData
LC_MS_NEG
LCMSNEG_L43.mzML
MyData
LC_MS_NEG
LCMSNEG_L44.mzML
MyData
LC_MS_NEG
LCMSNEG_L45.mzML
MyData
LC_MS_NEG
LCMSNEG_L46.mzML
MyData
LC_MS_NEG
LCMSNEG_L47.mzML
MyData
LC_MS_NEG
LCMSNEG_L48.mzML
MyData
LC_MS_NEG
LCMSNEG_L49.mzML
MyData
LC_MS_NEG
LCMSNEG_L50.mzML
MyData
LC_MS_NEG
LCMSNEG_L51.mzML
MyData
LC_MS_NEG
LCMSNEG_L52.mzML
MyData
LC_MS_NEG
LCMSNEG_L54.mzML
MyData
LC_MS_NEG
LCMSNEG_L55.mzML
MyData
LC_MS_NEG
LCMSNEG_L56.mzML
MyData
LC_MS_NEG
LCMSNEG_L57.mzML
MyData
LC_MS_NEG
LCMSNEG_L58.mzML
MyData
LC_MS_NEG
LCMSNEG_L59.mzML
MyData
LC_MS_NEG
LCMSNEG_L60.mzML
MyData
LC_MS_NEG
LCMSNEG_L61.mzML
MyData
LC_MS_NEG
LCMSNEG_L62.mzML
MyData
LC_MS_NEG
LCMSNEG_L63.mzML
MyData
LC_MS_NEG
LCMSNEG_L64.mzML
MyData
LC_MS_NEG
LCMSNEG_L65.mzML
MyData
LC_MS_NEG
LCMSNEG_L66.mzML
MyData
LC_MS_NEG
LCMSNEG_L67.mzML
MyData
LC_MS_NEG
LCMSNEG_L68.mzML
MyData
LC_MS_NEG
LCMSNEG_L69.mzML
MyData
LC_MS_NEG
LCMSNEG_L70.mzML
MyData
LC_MS_NEG
LCMSNEG_L72.mzML
MyData
LC_MS_NEG
LCMSNEG_L73.mzML
MyData
LC_MS_NEG
LCMSNEG_L74.mzML
MyData
LC_MS_NEG
LCMSNEG_L75.mzML
MyData
LC_MS_NEG
LCMSNEG_L76.mzML
MyData
LC_MS_NEG
LCMSNEG_L77.mzML
MyData
LC_MS_NEG
LCMSNEG_L78.mzML
MyData
LC_MS_NEG
LCMSNEG_L79.mzML
MyData
LC_MS_NEG
LCMSNEG_QC1.mzML
MyData
LC_MS_NEG
LCMSNEG_QC10.mzML
MyData
LC_MS_NEG
LCMSNEG_QC11.mzML
MyData
LC_MS_NEG
LCMSNEG_QC12.mzML
MyData
LC_MS_NEG
LCMSNEG_QC2.mzML
MyData
LC_MS_NEG
LCMSNEG_QC3.mzML
MyData
LC_MS_NEG
LCMSNEG_QC4.mzML
MyData
LC_MS_NEG
LCMSNEG_QC5.mzML
MyData
LC_MS_NEG
LCMSNEG_QC6.mzML
MyData
LC_MS_NEG
LCMSNEG_QC7.mzML
MyData
LC_MS_NEG
LCMSNEG_QC8.mzML
MyData
LC_MS_NEG
LCMSNEG_QC9.mzML
MyData
LC_MS_POS
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MyData
LC_MS_POS
LCMSPOS_C10.mzML
MyData
LC_MS_POS
LCMSPOS_C11.mzML
MyData
LC_MS_POS
LCMSPOS_C12.mzML
MyData
LC_MS_POS
LCMSPOS_C13.mzML
MyData
LC_MS_POS
LCMSPOS_C14.mzML
MyData
LC_MS_POS
LCMSPOS_C15.mzML
MyData
LC_MS_POS
LCMSPOS_C16.mzML
MyData
LC_MS_POS
LCMSPOS_C17.mzML
MyData
LC_MS_POS
LCMSPOS_C18.mzML
MyData
LC_MS_POS
LCMSPOS_C19.mzML
MyData
LC_MS_POS
LCMSPOS_C2.mzML
MyData
LC_MS_POS
LCMSPOS_C20.mzML
MyData
LC_MS_POS
LCMSPOS_C21.mzML
MyData
LC_MS_POS
LCMSPOS_C22.mzML
MyData
LC_MS_POS
LCMSPOS_C23.mzML
MyData
LC_MS_POS
LCMSPOS_C24.mzML
MyData
LC_MS_POS
LCMSPOS_C25.mzML
MyData
LC_MS_POS
LCMSPOS_C26.mzML
MyData
LC_MS_POS
LCMSPOS_C27.mzML
MyData
LC_MS_POS
LCMSPOS_C29.mzML
MyData
LC_MS_POS
LCMSPOS_C31.mzML
MyData
LC_MS_POS
LCMSPOS_C32.mzML
MyData
LC_MS_POS
LCMSPOS_C33.mzML
MyData
LC_MS_POS
LCMSPOS_C34.mzML
MyData
LC_MS_POS
LCMSPOS_C35.mzML
MyData
LC_MS_POS
LCMSPOS_C37.mzML
MyData
LC_MS_POS
LCMSPOS_C4.mzML
MyData
LC_MS_POS
LCMSPOS_C41.mzML
MyData
LC_MS_POS
LCMSPOS_C42.mzML
MyData
LC_MS_POS
LCMSPOS_C43.mzML
MyData
LC_MS_POS
LCMSPOS_C49.mzML
MyData
LC_MS_POS
LCMSPOS_C52.mzML
MyData
LC_MS_POS
LCMSPOS_C55.mzML
MyData
LC_MS_POS
LCMSPOS_C59.mzML
MyData
LC_MS_POS
LCMSPOS_C61.mzML
MyData
LC_MS_POS
LCMSPOS_C68.mzML
MyData
LC_MS_POS
LCMSPOS_C7.mzML
MyData
LC_MS_POS
LCMSPOS_C8.mzML
MyData
LC_MS_POS
LCMSPOS_C9.mzML
MyData
LC_MS_POS
LCMSPOS_L100.mzML
MyData
LC_MS_POS
LCMSPOS_L101.mzML
MyData
LC_MS_POS
LCMSPOS_L102.mzML
MyData
LC_MS_POS
LCMSPOS_L103.mzML
MyData
LC_MS_POS
LCMSPOS_L42.mzML
MyData
LC_MS_POS
LCMSPOS_L43.mzML
MyData
LC_MS_POS
LCMSPOS_L44.mzML
MyData
LC_MS_POS
LCMSPOS_L45.mzML
MyData
LC_MS_POS
LCMSPOS_L46.mzML
MyData
LC_MS_POS
LCMSPOS_L47.mzML
MyData
LC_MS_POS
LCMSPOS_L48.mzML
MyData
LC_MS_POS
LCMSPOS_L49.mzML
MyData
LC_MS_POS
LCMSPOS_L50.mzML
MyData
LC_MS_POS
LCMSPOS_L51.mzML
MyData
LC_MS_POS
LCMSPOS_L52.mzML
MyData
LC_MS_POS
LCMSPOS_L54.mzML
MyData
LC_MS_POS
LCMSPOS_L55.mzML
MyData
LC_MS_POS
LCMSPOS_L56.mzML
MyData
LC_MS_POS
LCMSPOS_L57.mzML
MyData
LC_MS_POS
LCMSPOS_L58.mzML
MyData
LC_MS_POS
LCMSPOS_L59.mzML
MyData
LC_MS_POS
LCMSPOS_L60.mzML
MyData
LC_MS_POS
LCMSPOS_L61.mzML
MyData
LC_MS_POS
LCMSPOS_L62.mzML
MyData
LC_MS_POS
LCMSPOS_L63.mzML
MyData
LC_MS_POS
LCMSPOS_L64.mzML
MyData
LC_MS_POS
LCMSPOS_L65.mzML
MyData
LC_MS_POS
LCMSPOS_L66.mzML
MyData
LC_MS_POS
LCMSPOS_L67.mzML
MyData
LC_MS_POS
LCMSPOS_L68.mzML
MyData
LC_MS_POS
LCMSPOS_L69.mzML
MyData
LC_MS_POS
LCMSPOS_L70.mzML
MyData
LC_MS_POS
LCMSPOS_L72.mzML
MyData
LC_MS_POS
LCMSPOS_L73.mzML
MyData
LC_MS_POS
LCMSPOS_L74.mzML
MyData
LC_MS_POS
LCMSPOS_L75.mzML
MyData
LC_MS_POS
LCMSPOS_L76.mzML
MyData
LC_MS_POS
LCMSPOS_L77.mzML
MyData
LC_MS_POS
LCMSPOS_L78.mzML
MyData
LC_MS_POS
LCMSPOS_L79.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 410 rows!
Extracted information for 410 samples.
Processing  ST001819
No raw data detected. Ignoring ST001819
Processing  ST001889
Initiating REDU-table generation for AN003062
Rest length is 159
raw file key found.
Initiating REDU-table generation for AN003063
Rest length is 159
raw file key found.
Initiating REDU-table generation for AN003064
Rest length is 159
raw file key found.
Initiating REDU-table generation for AN003065
Rest length is 159
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PE_Untargeted_Metabolomics_Plasma
nHILIC_1005608055.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1005608155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1005608265.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1005608365.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1010408165.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1010408235.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1010408325.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1011208155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1011208265.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1011208395.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050208105.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050208255.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050208415.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050308185.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050308275.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050308415.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050508085.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050508175.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050508264.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1050508385.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1051508115.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1051508155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1051508254.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1051508405.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052308085.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052308155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052308284.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052308415.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052408115.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052408184.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052408265.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052408385.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052808105.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052808285.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1052808385.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053008155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053008335.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053008365.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053308175.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053308265.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053308375.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053508115.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053508165.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053508275.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053808085.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053808165.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053808284.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1053808395.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054108095.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054108155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054108274.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054108394.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054608095.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054608155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054608295.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054608415.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054708105.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054708155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054708245.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054708395.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054808185.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1054808255.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055108105.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055108155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055108265.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055308175.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055308245.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055308375.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055808085.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055808155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055808255.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1055808384.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1056108115.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1056108255.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1060108113.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1060108163.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1060108273.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1060108474.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1063408114.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1063408164.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1063408244.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1063408465.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1063908114.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1063908164.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1063908274.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1063908465.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1071208134.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1071208165.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1071208252.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1071308113.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1071308174.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1071308262.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1071308485.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072108114.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072108182.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072108274.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072108455.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072208124.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072208174.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072208254.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072208365.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072308135.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072308175.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072308255.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072308455.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072708114.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072708164.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1072708274.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073208114.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073208184.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073208242.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073208465.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073308124.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073308155.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073308262.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073308485.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073608134.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073608174.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073608254.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1073608465.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080308134.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080308164.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080308264.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080308529.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080408154.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080408282.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080408465.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080908114.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080908184.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1080908244.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1081608114.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1081608164.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1081608248.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1081608489.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1082208139.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1082208169.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1082208289.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1082208459.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1082408129.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1082408169.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1082408289.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1083308119.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1083308159.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1083308249.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1083608109.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1083608159.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1084008129.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1901708105.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1901708165.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1901708255.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1901708375.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1902408095.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1902408295.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1960008085.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1960008175.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_1960008253.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_2007008085.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_2007008335.raw
PE_Untargeted_Metabolomics_Plasma
nHILIC_2007008385.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1005608055.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1005608155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1005608265.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1005608365.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1010408165.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1010408235.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1010408325.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1011208155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1011208265.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1011208395.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050208105.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050208255.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050208415.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050308185.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050308275.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050308415.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050508085.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050508175.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050508264.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1050508385.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1051508115.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1051508155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1051508254.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1051508405.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052308085.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052308155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052308284.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052308415.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052408115.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052408184.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052408265.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052408385.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052808105.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052808285.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1052808385.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053008155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053008335.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053008365.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053308175.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053308265.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053308375.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053508115.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053508165.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053508275.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053808085.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053808165.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053808284.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1053808395.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054108095.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054108155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054108274.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054108394.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054608095.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054608155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054608295.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054608415.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054708105.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054708155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054708245.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054708395.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054808185.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1054808255.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055108105.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055108155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055108265.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055308175.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055308245.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055308375.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055808085.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055808155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055808255.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1055808384.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1056108115.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1056108255.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1060108113.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1060108163.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1060108273.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1060108474.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1063408114.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1063408164.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1063408244.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1063408465.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1063908114.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1063908164.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1063908274.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1063908465.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1071208134.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1071208165.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1071208252.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1071308113.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1071308174.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1071308262.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1071308485.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072108114.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072108182.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072108274.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072108455.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072208124.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072208174.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072208254.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072208365.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072308135.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072308175.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072308255.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072308455.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072708114.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072708164.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1072708274.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073208114.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073208184.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073208242.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073208465.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073308124.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073308155.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073308262.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073308485.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073608134.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073608174.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073608254.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1073608465.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080308134.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080308164.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080308264.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080308529.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080408154.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080408282.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080408465.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080908114.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080908184.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1080908244.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1081608114.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1081608164.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1081608248.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1081608489.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1082208139.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1082208169.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1082208289.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1082208459.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1082408129.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1082408169.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1082408289.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1083308119.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1083308159.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1083308249.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1083608109.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1083608159.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1084008129.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1901708105.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1901708165.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1901708255.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1901708375.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1902408095.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1902408295.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1960008085.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1960008175.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_1960008253.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_2007008085.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_2007008335.raw
PE_Untargeted_Metabolomics_Plasma
nRPLC_2007008385.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1005608055.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1005608155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1005608265.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1005608365.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1010408165.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1010408235.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1010408325.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1011208155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1011208265.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1011208395.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050208105.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050208255.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050208415.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050308185.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050308275.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050308415.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050508085.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050508175.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050508264.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1050508385.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1051508115.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1051508155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1051508254.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1051508405.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052308085.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052308155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052308284.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052308415.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052408115.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052408184.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052408265.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052408385.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052808105.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052808285.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1052808385.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053008155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053008335.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053008365.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053308175.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053308265.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053308375.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053508115.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053508165.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053508275.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053808085.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053808165.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053808284.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1053808395.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054108095.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054108155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054108274.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054108394.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054608095.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054608155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054608295.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054608415.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054708105.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054708155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054708245.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054708395.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054808185.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1054808255.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055108105.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055108155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055108265.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055308175.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055308245.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055308375.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055808085.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055808155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055808255.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1055808384.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1056108115.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1056108255.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1060108113.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1060108163.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1060108273.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1060108474.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1063408114.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1063408164.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1063408244.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1063408465.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1063908114.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1063908164.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1063908274.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1063908465.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1071208134.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1071208165.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1071208252.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1071308113.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1071308174.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1071308262.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1071308485.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072108114.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072108182.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072108274.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072108455.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072208124.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072208174.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072208254.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072208365.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072308135.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072308175.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072308255.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072308455.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072708114.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072708164.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1072708274.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073208114.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073208184.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073208242.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073208465.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073308124.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073308155.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073308262.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073308485.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073608134.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073608174.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073608254.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1073608465.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080308134.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080308164.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080308264.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080308529.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080408154.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080408282.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080408465.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080908114.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080908184.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1080908244.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1081608114.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1081608164.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1081608248.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1081608489.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1082208139.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1082208169.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1082208289.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1082208459.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1082408129.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1082408169.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1082408289.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1083308119.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1083308159.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1083308249.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1083608109.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1083608159.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1084008129.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1901708105.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1901708165.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1901708255.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1901708375.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1902408095.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1902408295.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1960008085.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1960008175.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_1960008253.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_2007008085.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_2007008335.raw
PE_Untargeted_Metabolomics_Plasma
pHILIC_2007008385.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1005608055.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1005608155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1005608265.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1005608365.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1010408165.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1010408235.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1010408325.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1011208155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1011208265.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1011208395.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050208105.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050208255.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050208415.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050308185.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050308275.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050308415.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050508085.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050508175.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050508264.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1050508385.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1051508115.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1051508155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1051508254.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1051508405.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052308085.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052308155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052308284.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052308415.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052408115.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052408184.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052408265.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052408385.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052808105.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052808285.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1052808385.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053008155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053008335.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053008365.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053308175.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053308265.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053308375.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053508115.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053508165.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053508275.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053808085.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053808165.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053808284.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1053808395.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054108095.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054108155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054108274.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054108394.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054608095.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054608155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054608295.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054608415.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054708105.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054708155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054708245.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054708395.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054808185.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1054808255.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055108105.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055108155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055108265.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055308175.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055308245.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055308375.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055808085.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055808155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055808255.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1055808384.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1056108115.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1056108255.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1060108113.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1060108163.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1060108273.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1060108474.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1063408114.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1063408164.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1063408244.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1063408465.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1063908114.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1063908164.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1063908274.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1063908465.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1071208134.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1071208165.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1071208252.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1071308113.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1071308174.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1071308262.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1071308485.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072108114.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072108182.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072108274.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072108455.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072208124.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072208174.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072208254.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072208365.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072308135.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072308175.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072308255.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072308455.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072708114.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072708164.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1072708274.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073208114.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073208184.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073208242.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073208465.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073308124.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073308155.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073308262.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073308485.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073608134.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073608174.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073608254.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1073608465.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080308134.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080308164.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080308264.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080308529.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080408154.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080408282.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080408465.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080908114.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080908184.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1080908244.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1081608114.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1081608164.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1081608248.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1081608489.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1082208139.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1082208169.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1082208289.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1082208459.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1082408129.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1082408169.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1082408289.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1083308119.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1083308159.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1083308249.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1083608109.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1083608159.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1084008129.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1901708105.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1901708165.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1901708255.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1901708375.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1902408095.raw
PE_Untargeted_Metabolomics_Plasma/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2115/3150 [2:38:07<38:19,  2.22s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2119/3150 [2:38:10<26:54,  1.57s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2121/3150 [2:38:12<25:36,  1.49s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2122/3150 [2:38:15<28:05,  1.64s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2123/3150 [2:38:17<29:19,  1.71s/it]
pRPLC_1902408295.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1960008085.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1960008175.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_1960008253.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_2007008085.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_2007008335.raw
PE_Untargeted_Metabolomics_Plasma
pRPLC_2007008385.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 636 rows!
Extracted information for 636 samples.
Processing  ST000468
No raw data detected. Ignoring ST000468
Processing  ST001296
No raw data detected. Ignoring ST001296
Processing  ST000261
No raw data detected. Ignoring ST000261
Processing  ST002642
Initiating REDU-table generation for AN004314
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0099m_MoTrPAC_PASS1B_HP-PREFA01.raw
0099n_MoTrPAC_PASS1B_HP-PREFB01.raw
0099o_MoTrPAC_PASS1B_HP-Sed01-GAS.raw
0099p_MoTrPAC_PASS1B_HP-Sed02-GAS.raw
0099q_MoTrPAC_PASS1B_HP-IPE01-GAS.raw
0099r_MoTrPAC_PASS1B_HP-IPE02-GAS.raw
0100_MoTrPAC_PASS1B_HP-90217015508-GAS.raw
0101_MoTrPAC_PASS1B_HP-90218015508-GAS.raw
0102_MoTrPAC_PASS1B_HP-90222015508-GAS.raw
0103_MoTrPAC_PASS1B_HP-90223015508-GAS.raw
0104_MoTrPAC_PASS1B_HP-90225015508-GAS.raw
0105_MoTrPAC_PASS1B_HP-90227015508-GAS.raw
0106_MoTrPAC_PASS1B_HP-90229015508-GAS.raw
0107_MoTrPAC_PASS1B_HP-90232015508-GAS.raw
0108_MoTrPAC_PASS1B_HP-90237015508-GAS.raw
0109_MoTrPAC_PASS1B_HP-90239015508-GAS.raw
0110_MoTrPAC_PASS1B_HP-90245015508-GAS.raw
0111_MoTrPAC_PASS1B_HP-90248015508-GAS.raw
0112_MoTrPAC_PASS1B_HP-90251015508-GAS.raw
0113_MoTrPAC_PASS1B_HP-90252015508-GAS.raw
0114_MoTrPAC_PASS1B_HP-90254015508-GAS.raw
0115_MoTrPAC_PASS1B_HP-90258015508-GAS.raw
0116_MoTrPAC_PASS1B_HP-90259015508-GAS.raw
0117_MoTrPAC_PASS1B_HP-90265015508-GAS.raw
0118_MoTrPAC_PASS1B_HP-90266015508-GAS.raw
0119_MoTrPAC_PASS1B_HP-90267015508-GAS.raw
0119a_MoTrPAC_PASS1B_HP-PREFA02.raw
0119b_MoTrPAC_PASS1B_HP-PREFB02.raw
0120_MoTrPAC_PASS1B_HP-90280015508-GAS.raw
0121_MoTrPAC_PASS1B_HP-90281015508-GAS.raw
0122_MoTrPAC_PASS1B_HP-90283015508-GAS.raw
0123_MoTrPAC_PASS1B_HP-90289015508-GAS.raw
0124_MoTrPAC_PASS1B_HP-90292015508-GAS.raw
0125_MoTrPAC_PASS1B_HP-90406015508-GAS.raw
0126_MoTrPAC_PASS1B_HP-90410015508-GAS.raw
0127_MoTrPAC_PASS1B_HP-90412015508-GAS.raw
0128_MoTrPAC_PASS1B_HP-90416015508-GAS.raw
0129_MoTrPAC_PASS1B_HP-90420015508-GAS.raw
0130_MoTrPAC_PASS1B_HP-90421015508-GAS.raw
0131_MoTrPAC_PASS1B_HP-90422015508-GAS.raw
0132_MoTrPAC_PASS1B_HP-90423015508-GAS.raw
0133_MoTrPAC_PASS1B_HP-90426015508-GAS.raw
0134_MoTrPAC_PASS1B_HP-90430015508-GAS.raw
0135_MoTrPAC_PASS1B_HP-90439015508-GAS.raw
0136_MoTrPAC_PASS1B_HP-90441015508-GAS.raw
0137_MoTrPAC_PASS1B_HP-90444015508-GAS.raw
0138_MoTrPAC_PASS1B_HP-90449015508-GAS.raw
0139_MoTrPAC_PASS1B_HP-90450015508-GAS.raw
0139a_MoTrPAC_PASS1B_HP-PREFA03.raw
0139b_MoTrPAC_PASS1B_HP-PREFB03.raw
0140_MoTrPAC_PASS1B_HP-90559015508-GAS.raw
0141_MoTrPAC_PASS1B_HP-90560015508-GAS.raw
0142_MoTrPAC_PASS1B_HP-90564015508-GAS.raw
0143_MoTrPAC_PASS1B_HP-90567015508-GAS.raw
0144_MoTrPAC_PASS1B_HP-90571015508-GAS.raw
0145_MoTrPAC_PASS1B_HP-90576015508-GAS.raw
0146_MoTrPAC_PASS1B_HP-90578015508-GAS.raw
0147_MoTrPAC_PASS1B_HP-90581015508-GAS.raw
0148_MoTrPAC_PASS1B_HP-90585015508-GAS.raw
0149_MoTrPAC_PASS1B_HP-90587015508-GAS.raw
0149a_MoTrPAC_PASS1B_HP-Sed03-GAS.raw
0149b_MoTrPAC_PASS1B_HP-Sed04-GAS.raw
0149c_MoTrPAC_PASS1B_HP-IPE03-GAS.raw
0149d_MoTrPAC_PASS1B_HP-IPE04-GAS.raw
0149e_MoTrPAC_PASS1B_HP-PREFA04.raw
0149f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST002719
No raw data detected. Ignoring ST002719
Processing  ST003187
Initiating REDU-table generation for AN005235
Rest length is 7
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Media
CFT073_LB.mzML
Media
K12_LB.mzML
Media
K12_M9.mzML
Media
KEIO_LB.mzML
Media
KEIO_M9.mzML
Media
LB_blank.mzML
Media
M9_blank.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 7 rows!
Extracted information for 7 samples.
Processing  ST003267
Initiating REDU-table generation for AN005352
Rest length is 8
raw file key found.
Initiating REDU-table generation for AN005353
Rest length is 8
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KEIO-2023-0029_Cation_FDX2_Miya-haraS_etal_p1
1_d1.mzML
KEIO-2023-0029_Cation_FDX2_Miya-haraS_etal_p1
2_d1.mzML
KEIO-2023-0029_Cation_FDX2_Miya-haraS_etal_p1
3_d1.mzML
KEIO-2023-0029_Cation_FDX2_Miya-haraS_etal_p1
4_d1.mzML
KEIO-2023-0029_Cation_FDX2_Miya-haraS_etal_p1
5_d1.mzML
KEIO-2023-0029_Cation_FDX2_Miya-haraS_etal_p1
6_d1.mzML
KEIO-2023-0029_Cation_FDX2_Miya-haraS_etal_p1
7_d1.mzML
KEIO-2023-0029_Cation_FDX2_Miya-haraS_etal_p1
8_d1.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST002564
Initiating REDU-table generation for AN004225
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Rawdata
SR01.mzML
Rawdata
SR02.mzML
Rawdata
SR03.mzML
Rawdata
SR04.mzML
Rawdata
SR05.mzML
Rawdata
SR06.mzML
Rawdata
SR07.mzML
Rawdata
SR08.mzML
Rawdata
SR09.mzML
Rawdata
SR10.mzML
Rawdata
SR11.mzML
Rawdata
SR12.mzML
Rawdata
SR13.mzML
Rawdata
SR14.mzML
Rawdata
SR15.mzML
Rawdata
SR16.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST001434
Initiating REDU-table generation for AN002396
Rest length is 25
raw file key found.
Initiating REDU-table generation for AN002397
Rest length is 25
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
ClonesAb-atherosclerosis_Liver
N_A12_01.mzML
ClonesAb-atherosclerosis_Liver
N_A12_02.mzML
ClonesAb-atherosclerosis_Liver
N_A12_03.mzML
ClonesAb-atherosclerosis_Liver
N_A12_04.mzML
ClonesAb-atherosclerosis_Liver
N_A12_05.mzML
ClonesAb-atherosclerosis_Liver
N_A12_06.mzML
ClonesAb-atherosclerosis_Liver
N_B18_01.mzML
ClonesAb-atherosclerosis_Liver
N_B18_02.mzML
ClonesAb-atherosclerosis_Liver
N_B18_03.mzML
ClonesAb-atherosclerosis_Liver
N_B18_04.mzML
ClonesAb-atherosclerosis_Liver
N_B18_05.mzML
ClonesAb-atherosclerosis_Liver
N_B18_06.mzML
ClonesAb-atherosclerosis_Liver
N_CTRL_01.mzML
ClonesAb-atherosclerosis_Liver
N_CTRL_02.mzML
ClonesAb-atherosclerosis_Liver
N_CTRL_03.mzML
ClonesAb-atherosclerosis_Liver
N_CTRL_04.mzML
ClonesAb-atherosclerosis_Liver
N_CTRL_05.mzML
ClonesAb-atherosclerosis_Liver
N_CTRL_06.mzML
ClonesAb-atherosclerosis_Liver
N_QC_01.mzML
ClonesAb-atherosclerosis_Liver
N_QC_02.mzML
ClonesAb-atherosclerosis_Liver
N_QC_03.mzML
ClonesAb-atherosclerosis_Liver
N_QC_04.mzML
ClonesAb-atherosclerosis_Liver
N_QC_05.mzML
ClonesAb-atherosclerosis_Liver
N_QC_06.mzML
ClonesAb-atherosclerosis_Liver
N_QC_07.mzML
ClonesAb-atherosclerosis_Liver
P_A12_01.mzML
ClonesAb-atherosclerosis_Liver
P_A12_02.mzML
ClonesAb-atherosclerosis_Liver
P_A12_03.mzML
ClonesAb-atherosclerosis_Liver
P_A12_04.mzML
ClonesAb-atherosclerosis_Liver
P_A12_05.mzML
ClonesAb-atherosclerosis_Liver
P_A12_06.mzML
ClonesAb-atherosclerosis_Liver
P_B18_01.mzML
ClonesAb-atherosclerosis_Liver
P_B18_02.mzML
ClonesAb-atherosclerosis_Liver
P_B18_03.mzML
ClonesAb-atherosclerosis_Liver
P_B18_04.mzML
ClonesAb-atherosclerosis_Liver
P_B18_05.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2124/3150 [2:38:20<34:09,  2.00s/it]
ClonesAb-atherosclerosis_Liver
P_B18_06.mzML
ClonesAb-atherosclerosis_Liver
P_CTRL_01.mzML
ClonesAb-atherosclerosis_Liver
P_CTRL_02.mzML
ClonesAb-atherosclerosis_Liver
P_CTRL_03.mzML
ClonesAb-atherosclerosis_Liver
P_CTRL_04.mzML
ClonesAb-atherosclerosis_Liver
P_CTRL_05.mzML
ClonesAb-atherosclerosis_Liver
P_CTRL_06.mzML
ClonesAb-atherosclerosis_Liver
P_QC_01.mzML
ClonesAb-atherosclerosis_Liver
P_QC_02.mzML
ClonesAb-atherosclerosis_Liver
P_QC_03.mzML
ClonesAb-atherosclerosis_Liver
P_QC_04.mzML
ClonesAb-atherosclerosis_Liver
P_QC_05.mzML
ClonesAb-atherosclerosis_Liver
P_QC_06.mzML
ClonesAb-atherosclerosis_Liver
P_QC_07.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST000572
Initiating REDU-table generation for AN000881
Rest length is 30
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/30 [00:00<?, ?it/s]

Mapping potential matches:  77%|███████▋  | 23/30 [00:00<00:00, 227.84it/s]
Mapping potential matches: 100%|██████████| 30/30 [00:00<00:00, 220.78it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000882
Rest length is 30
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/30 [00:00<?, ?it/s]

Mapping potential matches:  77%|███████▋  | 23/30 [00:00<00:00, 228.81it/s]
Mapping potential matches: 100%|██████████| 30/30 [00:00<00:00, 228.91it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 67%|██████▋   | 2125/3150 [2:38:30<1:04:17,  3.76s/it]
 68%|██████▊   | 2129/3150 [2:38:30<28:40,  1.68s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2131/3150 [2:38:34<30:10,  1.78s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2133/3150 [2:38:37<28:37,  1.69s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Foster
Raw files
NEG
QE2_jdg_41_Foster_10[SCM10]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_11[SSM1]n-dd.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_11[SSM1]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_12[SSM2]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_13[SSM3]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_14[SSM4]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_15[SSM5]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_16[SSM6]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_17[SSM7]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_18[SSM8]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_19[SSM9]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_1[SCM1]n-dd.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_1[SCM1]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_20[SSM10]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_21[SPM1]n-dd.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_21[SPM1]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_22[SPM2]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_23[SPM3]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_24[SPM4]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_25[SPM5]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_26[SPM6]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_27[SPM7]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_28[SPM8]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_29[SPM9]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_2[SCM2]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_30[SPM10]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_3[SCM3]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_4[SCM4]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_5[SCM5]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_6[SCM6]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_7[SCM7]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_8[SCM8]n.mzXML
Foster
Raw files
NEG
QE2_jdg_41_Foster_9[SCM9]n.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_10[SCM10]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_11[SSM1]p-dd.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_11[SSM1]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_12[SSM2]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_13[SSM3]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_14[SSM4]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_15[SSM5]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_16[SSM6]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_17[SSM7]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_18[SSM8]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_19[SSM9]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_1[SCM1]p-dd.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_1[SCM1]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_20[SSM10]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_21[SPM1]p-dd.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_21[SPM1]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_22[SPM2]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_23[SPM3]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_24[SPM4]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_25[SPM5]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_26[SPM6]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_27[SPM7]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_28[SPM8]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_29[SPM9]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_2[SCM2]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_30[SPM10]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_3[SCM3]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_4[SCM4]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_5[SCM5]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_6[SCM6]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_7[SCM7]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_8[SCM8]p.mzXML
Foster
Raw files
POS
QE2_jdg_41_Foster_9[SCM9]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST000813
No raw data detected. Ignoring ST000813
Processing  ST002002
No raw data detected. Ignoring ST002002
Processing  ST001176
No raw data detected. Ignoring ST001176
Processing  ST001076
No raw data detected. Ignoring ST001076
Processing  ST002078
Initiating REDU-table generation for AN003387
Rest length is 27
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003388
Rest length is 27
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003389
Rest length is 27
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003390
Rest length is 27
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Blank1.mzXML
Blank2.mzXML
Blank3.mzXML
Halofuginone1.mzXML
Halofuginone2.mzXML
Halofuginone3.mzXML
MMV1081413_1.mzXML
MMV1081413_2.mzXML
MMV1081413_3.mzXML
MMV1091186_1.mzXML
MMV1091186_2.mzXML
MMV1091186_3.mzXML
MMV1578884_1.mzXML
MMV1578884_2.mzXML
MMV1578884_3.mzXML
ND1.mzXML
ND2.mzXML
ND3.mzXML
OSM-S-106-1.mzXML
OSM-S-106-2.mzXML
OSM-S-106-3.mzXML
Pool1.mzXML
Pool2.mzXML
Pool3.mzXML
TCMDC-124553-1.mzXML
TCMDC-124553-2.mzXML
TCMDC-124553-3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST002298
No raw data detected. Ignoring ST002298
Processing  ST002915
No raw data detected. Ignoring ST002915
Processing  ST000539
Initiating REDU-table generation for AN000818
Rest length is 18
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN000819
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000539
Reticstudy_Donor2
CP_RBC36_13C_0_1.raw
ST000539
Reticstudy_Donor2
CP_RBC36_13C_0_2.raw
ST000539
Reticstudy_Donor2
CP_RBC36_13C_0_3.raw
ST000539
Reticstudy_Donor2
CP_RBC36_13C_19_1.raw
ST000539
Reticstudy_Donor2
CP_RBC36_13C_19_2.raw
ST000539
Reticstudy_Donor2
CP_RBC36_13C_19_3.raw
ST000539
Reticstudy_Donor2
CP_RBC36_G_0_1.raw
ST000539
Reticstudy_Donor2
CP_RBC36_G_0_2.raw
ST000539
Reticstudy_Donor2
CP_RBC36_G_0_3.raw
ST000539
Reticstudy_Donor2
CP_Retics36_13C_0_1.raw
ST000539
Reticstudy_Donor2
CP_Retics36_13C_0_2.raw
ST000539
Reticstudy_Donor2
CP_Retics36_13C_0_3.raw
ST000539
Reticstudy_Donor2
CP_Retics36_13C_19_1.raw
ST000539
Reticstudy_Donor2
CP_Retics36_13C_19_2.raw
ST000539
Reticstudy_Donor2
CP_Retics36_13C_19_3.raw
ST000539
Reticstudy_Donor2
CP_Retics36_G_0_1.raw
ST000539
Reticstudy_Donor2
CP_Retics36_G_0_2.raw
ST000539
Reticstudy_Donor2
CP_Retics36_G_0_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST003535
Initiating REDU-table generation for AN005806
Rest length is 75
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005807
Rest length is 75
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RawData(mzxML)
neg_mzxml
root1.mzXML
RawData(mzxML)
neg_mzxml
root10.mzXML
RawData(mzxML)
neg_mzxml
root2.mzXML
RawData(mzxML)
neg_mzxml
root3.mzXML
RawData(mzxML)
neg_mzxml
root4.mzXML
RawData(mzxML)
neg_mzxml
root5.mzXML
RawData(mzxML)
neg_mzxml
root6.mzXML
RawData(mzxML)
neg_mzxml
root7.mzXML
RawData(mzxML)
neg_mzxml
root8.mzXML
RawData(mzxML)
neg_mzxml
root9.mzXML
RawData(mzxML)
neg_mzxml
rootG1.mzXML
RawData(mzxML)
neg_mzxml
rootG10.mzXML
RawData(mzxML)
neg_mzxml
rootG11.mzXML
RawData(mzxML)
neg_mzxml
rootG12.mzXML
RawData(mzxML)
neg_mzxml
rootG13.mzXML
RawData(mzxML)
neg_mzxml
rootG14.mzXML
RawData(mzxML)
neg_mzxml
rootG15.mzXML
RawData(mzxML)
neg_mzxml/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2134/3150 [2:38:40<33:47,  2.00s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2135/3150 [2:38:43<34:35,  2.05s/it]
rootG2.mzXML
RawData(mzxML)
neg_mzxml
rootG3.mzXML
RawData(mzxML)
neg_mzxml
rootG4.mzXML
RawData(mzxML)
neg_mzxml
rootG5.mzXML
RawData(mzxML)
neg_mzxml
rootG6.mzXML
RawData(mzxML)
neg_mzxml
rootG7.mzXML
RawData(mzxML)
neg_mzxml
rootG8.mzXML
RawData(mzxML)
neg_mzxml
rootG9.mzXML
RawData(mzxML)
neg_mzxml
s1.mzXML
RawData(mzxML)
neg_mzxml
s10.mzXML
RawData(mzxML)
neg_mzxml
s11.mzXML
RawData(mzxML)
neg_mzxml
s12.mzXML
RawData(mzxML)
neg_mzxml
s13.mzXML
RawData(mzxML)
neg_mzxml
s14.mzXML
RawData(mzxML)
neg_mzxml
s15.mzXML
RawData(mzxML)
neg_mzxml
s16.mzXML
RawData(mzxML)
neg_mzxml
s17.mzXML
RawData(mzxML)
neg_mzxml
s18.mzXML
RawData(mzxML)
neg_mzxml
s19.mzXML
RawData(mzxML)
neg_mzxml
s2.mzXML
RawData(mzxML)
neg_mzxml
s20.mzXML
RawData(mzxML)
neg_mzxml
s21.mzXML
RawData(mzxML)
neg_mzxml
s22.mzXML
RawData(mzxML)
neg_mzxml
s23.mzXML
RawData(mzxML)
neg_mzxml
s24.mzXML
RawData(mzxML)
neg_mzxml
s25.mzXML
RawData(mzxML)
neg_mzxml
s26.mzXML
RawData(mzxML)
neg_mzxml
s27.mzXML
RawData(mzxML)
neg_mzxml
s28.mzXML
RawData(mzxML)
neg_mzxml
s29.mzXML
RawData(mzxML)
neg_mzxml
s3.mzXML
RawData(mzxML)
neg_mzxml
s30.mzXML
RawData(mzxML)
neg_mzxml
s31.mzXML
RawData(mzxML)
neg_mzxml
s32.mzXML
RawData(mzxML)
neg_mzxml
s33.mzXML
RawData(mzxML)
neg_mzxml
s34.mzXML
RawData(mzxML)
neg_mzxml
s35.mzXML
RawData(mzxML)
neg_mzxml
s36.mzXML
RawData(mzxML)
neg_mzxml
s37.mzXML
RawData(mzxML)
neg_mzxml
s38.mzXML
RawData(mzxML)
neg_mzxml
s39.mzXML
RawData(mzxML)
neg_mzxml
s4.mzXML
RawData(mzxML)
neg_mzxml
s40.mzXML
RawData(mzxML)
neg_mzxml
s41.mzXML
RawData(mzxML)
neg_mzxml
s42.mzXML
RawData(mzxML)
neg_mzxml
s43.mzXML
RawData(mzxML)
neg_mzxml
s44.mzXML
RawData(mzxML)
neg_mzxml
s45.mzXML
RawData(mzxML)
neg_mzxml
s46.mzXML
RawData(mzxML)
neg_mzxml
s47.mzXML
RawData(mzxML)
neg_mzxml
s48.mzXML
RawData(mzxML)
neg_mzxml
s49.mzXML
RawData(mzxML)
neg_mzxml
s5.mzXML
RawData(mzxML)
neg_mzxml
s50.mzXML
RawData(mzxML)
neg_mzxml
s6.mzXML
RawData(mzxML)
neg_mzxml
s7.mzXML
RawData(mzxML)
neg_mzxml
s8.mzXML
RawData(mzxML)
neg_mzxml
s9.mzXML
RawData(mzxML)
pos_mzxml
root1.mzXML
RawData(mzxML)
pos_mzxml
root10.mzXML
RawData(mzxML)
pos_mzxml
root2.mzXML
RawData(mzxML)
pos_mzxml
root3.mzXML
RawData(mzxML)
pos_mzxml
root4.mzXML
RawData(mzxML)
pos_mzxml
root5.mzXML
RawData(mzxML)
pos_mzxml
root6.mzXML
RawData(mzxML)
pos_mzxml
root7.mzXML
RawData(mzxML)
pos_mzxml
root8.mzXML
RawData(mzxML)
pos_mzxml
root9.mzXML
RawData(mzxML)
pos_mzxml
rootG1.mzXML
RawData(mzxML)
pos_mzxml
rootG10.mzXML
RawData(mzxML)
pos_mzxml
rootG11.mzXML
RawData(mzxML)
pos_mzxml
rootG12.mzXML
RawData(mzxML)
pos_mzxml
rootG13.mzXML
RawData(mzxML)
pos_mzxml
rootG14.mzXML
RawData(mzxML)
pos_mzxml
rootG15.mzXML
RawData(mzxML)
pos_mzxml
rootG2.mzXML
RawData(mzxML)
pos_mzxml
rootG3.mzXML
RawData(mzxML)
pos_mzxml
rootG4.mzXML
RawData(mzxML)
pos_mzxml
rootG5.mzXML
RawData(mzxML)
pos_mzxml
rootG6.mzXML
RawData(mzxML)
pos_mzxml
rootG7.mzXML
RawData(mzxML)
pos_mzxml
rootG8.mzXML
RawData(mzxML)
pos_mzxml
rootG9.mzXML
RawData(mzxML)
pos_mzxml
s1.mzXML
RawData(mzxML)
pos_mzxml
s10.mzXML
RawData(mzxML)
pos_mzxml
s11.mzXML
RawData(mzxML)
pos_mzxml
s12.mzXML
RawData(mzxML)
pos_mzxml
s13.mzXML
RawData(mzxML)
pos_mzxml
s14.mzXML
RawData(mzxML)
pos_mzxml
s15.mzXML
RawData(mzxML)
pos_mzxml
s16.mzXML
RawData(mzxML)
pos_mzxml
s17.mzXML
RawData(mzxML)
pos_mzxml
s18.mzXML
RawData(mzxML)
pos_mzxml
s19.mzXML
RawData(mzxML)
pos_mzxml
s2.mzXML
RawData(mzxML)
pos_mzxml
s20.mzXML
RawData(mzxML)
pos_mzxml
s21.mzXML
RawData(mzxML)
pos_mzxml
s22.mzXML
RawData(mzxML)
pos_mzxml
s23.mzXML
RawData(mzxML)
pos_mzxml
s24.mzXML
RawData(mzxML)
pos_mzxml
s25.mzXML
RawData(mzxML)
pos_mzxml
s26.mzXML
RawData(mzxML)
pos_mzxml
s27.mzXML
RawData(mzxML)
pos_mzxml
s28.mzXML
RawData(mzxML)
pos_mzxml
s29.mzXML
RawData(mzxML)
pos_mzxml
s3.mzXML
RawData(mzxML)
pos_mzxml
s30.mzXML
RawData(mzxML)
pos_mzxml
s31.mzXML
RawData(mzxML)
pos_mzxml
s32.mzXML
RawData(mzxML)
pos_mzxml
s33.mzXML
RawData(mzxML)
pos_mzxml
s34.mzXML
RawData(mzxML)
pos_mzxml
s35.mzXML
RawData(mzxML)
pos_mzxml
s36.mzXML
RawData(mzxML)
pos_mzxml
s37.mzXML
RawData(mzxML)
pos_mzxml
s38.mzXML
RawData(mzxML)
pos_mzxml
s39.mzXML
RawData(mzxML)
pos_mzxml
s4.mzXML
RawData(mzxML)
pos_mzxml
s40.mzXML
RawData(mzxML)
pos_mzxml
s41.mzXML
RawData(mzxML)
pos_mzxml
s42.mzXML
RawData(mzxML)
pos_mzxml
s43.mzXML
RawData(mzxML)
pos_mzxml
s44.mzXML
RawData(mzxML)
pos_mzxml
s45.mzXML
RawData(mzxML)
pos_mzxml
s46.mzXML
RawData(mzxML)
pos_mzxml
s47.mzXML
RawData(mzxML)
pos_mzxml
s48.mzXML
RawData(mzxML)
pos_mzxml
s49.mzXML
RawData(mzxML)
pos_mzxml
s5.mzXML
RawData(mzxML)
pos_mzxml
s50.mzXML
RawData(mzxML)
pos_mzxml
s6.mzXML
RawData(mzxML)
pos_mzxml
s7.mzXML
RawData(mzxML)
pos_mzxml
s8.mzXML
RawData(mzxML)
pos_mzxml
s9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 150 rows!
Extracted information for 150 samples.
Processing  ST001276
Initiating REDU-table generation for AN002117
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ClassD_Metabolomics
P_112_1.raw
ClassD_Metabolomics
P_112_2.raw
ClassD_Metabolomics
P_112_3.raw
ClassD_Metabolomics
P_112_4.raw
ClassD_Metabolomics
P_116_1.raw
ClassD_Metabolomics
P_116_2.raw
ClassD_Metabolomics
P_116_3.raw
ClassD_Metabolomics
P_116_4.raw
ClassD_Metabolomics
P_12828_1.raw
ClassD_Metabolomics
P_12828_2.raw
ClassD_Metabolomics
P_12828_3.raw
ClassD_Metabolomics
P_12828_4.raw
ClassD_Metabolomics
P_14554_1.raw
ClassD_Metabolomics
P_14554_2.raw
ClassD_Metabolomics
P_14554_3.raw
ClassD_Metabolomics
P_14554_4.raw
ClassD_Metabolomics
P_15_1.raw
ClassD_Metabolomics
P_15_2.raw
ClassD_Metabolomics
P_15_3.raw
ClassD_Metabolomics
P_15_4.raw
ClassD_Metabolomics
P_8664_1.raw
ClassD_Metabolomics
P_8664_2.raw
ClassD_Metabolomics
P_8664_3.raw
ClassD_Metabolomics
P_8664_4.raw
ClassD_Metabolomics
P_9560_1.raw
ClassD_Metabolomics
P_9560_2.raw
ClassD_Metabolomics
P_9560_3.raw
ClassD_Metabolomics
P_9560_4.raw
ClassD_Metabolomics
P_9880_1.raw
ClassD_Metabolomics
P_9880_2.raw
ClassD_Metabolomics
P_9880_3.raw
ClassD_Metabolomics
P_9880_4.raw
ClassD_Metabolomics
P_DMSO_1.raw
ClassD_Metabolomics
P_DMSO_2.raw
ClassD_Metabolomics
P_DMSO_3.raw
ClassD_Metabolomics
P_DMSO_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST003541
No raw data detected. Ignoring ST003541
Processing  ST001648
No raw data detected. Ignoring ST001648
Processing  ST000594
Initiating REDU-table generation for AN000910
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 1352.84it/s]

 68%|██████▊   | 2138/3150 [2:38:44<21:24,  1.27s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000963
No raw data detected. Ignoring ST000963
Processing  ST000757
No raw data detected. Ignoring ST000757
Processing  ST001027
Initiating REDU-table generation for AN001684
Rest length is 28
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/28 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 28/28 [00:00<00:00, 827.87it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN001685
Rest length is 28
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/28 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 28/28 [00:00<00:00, 825.34it/s]

 68%|██████▊   | 2141/3150 [2:38:45<15:10,  1.11it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2143/3150 [2:38:47<16:59,  1.01s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2144/3150 [2:38:49<19:48,  1.18s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2145/3150 [2:38:52<24:41,  1.47s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000285
No raw data detected. Ignoring ST000285
Processing  ST001825
Initiating REDU-table generation for AN002961
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Serum GC-HRAM
O1.mzML
Serum GC-HRAM
O10.mzML
Serum GC-HRAM
O11.mzML
Serum GC-HRAM
O12.mzML
Serum GC-HRAM
O13.mzML
Serum GC-HRAM
O2.mzML
Serum GC-HRAM
O3.mzML
Serum GC-HRAM
O4.mzML
Serum GC-HRAM
O5.mzML
Serum GC-HRAM
O6.mzML
Serum GC-HRAM
O7.mzML
Serum GC-HRAM
O8.mzML
Serum GC-HRAM
O9.mzML
Serum GC-HRAM
OD1.mzML
Serum GC-HRAM
OD10.mzML
Serum GC-HRAM
OD11.mzML
Serum GC-HRAM
OD2.mzML
Serum GC-HRAM
OD3.mzML
Serum GC-HRAM
OD4.mzML
Serum GC-HRAM
OD5.mzML
Serum GC-HRAM
OD6.mzML
Serum GC-HRAM
OD7.mzML
Serum GC-HRAM
OD8.mzML
Serum GC-HRAM
OD9.mzML
Serum GC-HRAM
ODBS1.mzML
Serum GC-HRAM
ODBS10.mzML
Serum GC-HRAM
ODBS11.mzML
Serum GC-HRAM
ODBS2.mzML
Serum GC-HRAM
ODBS3.mzML
Serum GC-HRAM
ODBS4.mzML
Serum GC-HRAM
ODBS5.mzML
Serum GC-HRAM
ODBS6.mzML
Serum GC-HRAM
ODBS7.mzML
Serum GC-HRAM
ODBS8.mzML
Serum GC-HRAM
ODBS9.mzML
Serum GC-HRAM
QC1.mzML
Serum GC-HRAM
QC2.mzML
Serum GC-HRAM
QC3.mzML
Serum GC-HRAM
QC4.mzML
Serum GC-HRAM
QC5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002544
Initiating REDU-table generation for AN004191
Rest length is 16
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx372317_Sarah Ewald_raw data
180319dngsa26_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa27_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa28_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa29_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa30_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa31_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa32_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa34_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa35_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa36_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa37_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa38_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa39_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa40_1.cdf
mx372317_Sarah Ewald_raw data
180319dngsa41_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST002835
Initiating REDU-table generation for AN004631
Rest length is 30
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004632
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SUB11589_raw
SUB11589p2_Spl07.mzML
SUB11589_raw
SUB11589p2_Spl08.mzML
SUB11589_raw
SUB11589p2_Spl09.mzML
SUB11589_raw
SUB11589p2_Spl10.mzML
SUB11589_raw
SUB11589p2_Spl11.mzML
SUB11589_raw
SUB11589p2_Spl12.mzML
SUB11589_raw
SUB11589p2_Spl14.mzML
SUB11589_raw
SUB11589p2_Spl15.mzML
SUB11589_raw
SUB11589p2_Spl16.mzML
SUB11589_raw
SUB11589p2_Spl17.mzML
SUB11589_raw
SUB11589p2_Spl18.mzML
SUB11589_raw
SUB11589p2_Spl19.mzML
SUB11589_raw
SUB11589p2_Spl20.mzML
SUB11589_raw
SUB11589p2_Spl21.mzML
SUB11589_raw
SUB11589p2_Spl22.mzML
SUB11589_raw
SUB11589p2_Spl23.mzML
SUB11589_raw
SUB11589p2_Spl24.mzML
SUB11589_raw
SUB11589p2_Spl25.mzML
SUB11589_raw
SUB11589p2_Spl26.mzML
SUB11589_raw
SUB11589p2_Spl27.mzML
SUB11589_raw
SUB11589p2_Spl28.mzML
SUB11589_raw
SUB11589p2_Spl29.mzML
SUB11589_raw
SUB11589p2_Spl30.mzML
SUB11589_raw
SUB11589p2_Spl31.mzML
SUB11589_raw
SUB11589p2_Spl32.mzML
SUB11589_raw
SUB11589p2_Spl33.mzML
SUB11589_raw
SUB11589p2_Spl34.mzML
SUB11589_raw
SUB11589p2_Spl35.mzML
SUB11589_raw
SUB11589p2_Spl36.mzML
SUB11589_raw
SUB11589p2_Spl37.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002917
No raw data detected. Ignoring ST002917
Processing  ST003215
No raw data detected. Ignoring ST003215
Processing  ST003369
No raw data detected. Ignoring ST003369
Processing  ST000987
Initiating REDU-table generation for AN001613
Rest length is 138
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_NIST2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep10.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep4.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep5.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep6.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep7.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep8.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_Rep9.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO001_SA042_1000aC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO002_SA044_1000aC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO003_SA011_1000aC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO004_SA051_1000bG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO005_SA002_1000bG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO006_SA030_1000bG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO007_SA037_1000cC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO008_SA020_1000cC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO009_SA049_1000cC3.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO010_SA038_1000dG1.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO011_SA041_1000dG2.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO012_SA023_1000dG3.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO013_SA007_1000eC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO014_SA035_1000eC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO015_SA004_1000eC3.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO016_SA040_1000fG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO017_SA018_1000fG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO018_SA022_1000fG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO019_SA014_1001aG1.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO020_SA021_1001aG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO021_SA034_1001aG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO022_SA024_1001bC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO023_SA012_1001bC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO024_SA016_1001bC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO025_SA036_1001dC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO026_SA019_1001dC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO027_SA001_1001dC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO028_SA009_1001eG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO029_SA053_1001eG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO030_SA050_1001eG3.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2149/3150 [2:38:55<18:16,  1.10s/it]
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO031_SA043_1001fC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO032_SA017_1001fC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO033_SA045_1001fC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO034_SA013_1001gG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO035_SA047_1001gG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO036_SA015_1001gG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO037_SA048_1002aG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO038_SA008_1002aG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO039_SA046_1002aG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO040_SA029_1002bC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO041_SA052_1002bC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO042_SA031_1002bC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO043_SA003_1002cG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO044_SA025_1002cG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO045_SA026_1002cG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO046_SA005_1002dC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO047_SA006_1002dC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO048_SA010_1002dC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO049_SA032_1002eG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO050_SA027_1002eG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO051_SA054_1002eG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO052_SA033_1002fC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO053_SA028_1002fC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO054_SA039_1002fC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO055_SA078_1003aC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO056_SA057_1003aC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO057_SA071_1003aC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO058_SA099_1003bG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO059_SA060_1003bG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO060_SA072_1003bG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO061_SA074_1003cC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO062_SA055_1003cC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO063_SA083_1003cC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO064_SA064_1003dG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO065_SA062_1003dG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO066_SA090_1003dG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO067_SA098_1003eC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO068_SA094_1003eC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO069_SA068_1003eC3.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO070_SA084_1003fG1.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO071_SA097_1003fG2.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO072_SA092_1003fG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO073_SA066_1005aG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO074_SA089_1005aG2.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO075_SA088_1005aG3.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO076_SA058_1005bC1.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO077_SA082_1005bC2.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO078_SA091_1005bC3.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO079_SA070_1005cG1.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO080_SA079_1005cG2.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO081_SA067_1005cG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO082_SA063_1005dC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO083_SA069_1005dC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO084_SA081_1005dC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO085_SA076_1005fC1.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO086_SA095_1005fC2.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO087_SA056_1005fC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO088_SA073_1005gG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO089_SA080_1005gG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO090_SA087_1005gG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO091_SA061_1006aC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO092_SA065_1006aC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO093_SA075_1006aC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO094_SA085_1006bG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO095_SA059_1006bG2.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO096_SA093_1006bG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO097_SA086_1006cC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO098_SA077_1006cC2.mzML
GLA STUDY Citius
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GLA_CT_Lipids_SO099_SA096_1006cC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO100_SA118_1006dG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO101_SA104_1006dG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO102_SA116_1006dG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO103_SA108_1006eG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO104_SA112_1006eG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO105_SA125_1006eG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO106_SA123_1006fG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO107_SA107_1006fG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO108_SA124_1006fG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO109_SA122_1007aC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO110_SA100_1007aC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO111_SA102_1007aC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO112_SA103_1007bG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO113_SA113_1007bG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO114_SA119_1007bG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO115_SA106_1007cC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO116_SA111_1007cC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO117_SA101_1007cC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO118_SA110_1007dG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO119_SA121_1007dG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO120_SA114_1007dG3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO121_SA105_1007eC1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO122_SA120_1007eC2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO123_SA115_1007eC3.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO124_SA126_1007fG1.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO125_SA117_1007fG2.mzML
GLA STUDY Citius
Raw Data
GLA_CT_Lipids_SO126_SA109_1007fG3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 137 rows!
Extracted information for 137 samples.
Processing  ST003165
No raw data detected. Ignoring ST003165
Processing  ST001162
No raw data detected. Ignoring ST001162
Processing  ST000240
Initiating REDU-table generation for AN000371
Rest length is 24
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/33 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 33/33 [00:00<00:00, 343.38it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000372
Rest length is 24
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/33 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 33/33 [00:00<00:00, 346.52it/s]

 68%|██████▊   | 2152/3150 [2:38:56<13:52,  1.20it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2153/3150 [2:38:59<17:38,  1.06s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001275
Initiating REDU-table generation for AN002116
Rest length is 72
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pathogen_Box_Lipidomics
DMSO_5.raw
Pathogen_Box_Lipidomics
DMSO_6.raw
Pathogen_Box_Lipidomics
DMSO_7.raw
Pathogen_Box_Lipidomics
DMSO_8.raw
Pathogen_Box_Lipidomics
MMV099637_1.raw
Pathogen_Box_Lipidomics
MMV099637_2.raw
Pathogen_Box_Lipidomics
MMV099637_3.raw
Pathogen_Box_Lipidomics
MMV099637_4.raw
Pathogen_Box_Lipidomics
MMV652003_1.raw
Pathogen_Box_Lipidomics
MMV652003_2.raw
Pathogen_Box_Lipidomics
MMV652003_3.raw
Pathogen_Box_Lipidomics
MMV652003_4.raw
Pathogen_Box_Lipidomics
MMV676600_1.raw
Pathogen_Box_Lipidomics
MMV676600_2.raw
Pathogen_Box_Lipidomics
MMV676600_3.raw
Pathogen_Box_Lipidomics
MMV676600_4.raw
Pathogen_Box_Lipidomics
MMV676604_1.raw
Pathogen_Box_Lipidomics
MMV676604_2.raw
Pathogen_Box_Lipidomics
MMV676604_3.raw
Pathogen_Box_Lipidomics
MMV676604_4.raw
Pathogen_Box_Lipidomics
MMV687706_1.raw
Pathogen_Box_Lipidomics
MMV687706_2.raw
Pathogen_Box_Lipidomics
MMV687706_3.raw
Pathogen_Box_Lipidomics
MMV687706_4.raw
Pathogen_Box_Lipidomics
MMV688179_1.raw
Pathogen_Box_Lipidomics
MMV688179_2.raw
Pathogen_Box_Lipidomics
MMV688179_3.raw
Pathogen_Box_Lipidomics
MMV688179_4.raw
Pathogen_Box_Lipidomics
MMV688271_1.raw
Pathogen_Box_Lipidomics
MMV688271_2.raw
Pathogen_Box_Lipidomics
MMV688271_4.raw
Pathogen_Box_Lipidomics
MMV688279_1.raw
Pathogen_Box_Lipidomics
MMV688279_2.raw
Pathogen_Box_Lipidomics
MMV688279_3.raw
Pathogen_Box_Lipidomics
MMV688279_4.raw
Pathogen_Box_Lipidomics
MMV688467_1.raw
Pathogen_Box_Lipidomics
MMV688467_2.raw
Pathogen_Box_Lipidomics
MMV688467_3.raw
Pathogen_Box_Lipidomics
MMV688467_4.raw
Pathogen_Box_Lipidomics
MMV688776_1.raw
Pathogen_Box_Lipidomics
MMV688776_3.raw
Pathogen_Box_Lipidomics
MMV688776_4.raw
Pathogen_Box_Lipidomics
MMV688796_1.raw
Pathogen_Box_Lipidomics
MMV688796_2.raw
Pathogen_Box_Lipidomics
MMV688796_3.raw
Pathogen_Box_Lipidomics
MMV688797_1.raw
Pathogen_Box_Lipidomics
MMV688797_2.raw
Pathogen_Box_Lipidomics
MMV688797_3.raw
Pathogen_Box_Lipidomics
MMV688797_4.raw
Pathogen_Box_Lipidomics
MMV688798_1.raw
Pathogen_Box_Lipidomics
MMV688798_2.raw
Pathogen_Box_Lipidomics
MMV688798_3.raw
Pathogen_Box_Lipidomics
MMV688798_4.raw
Pathogen_Box_Lipidomics
MMV688958_1.raw
Pathogen_Box_Lipidomics
MMV688958_2.raw
Pathogen_Box_Lipidomics
MMV688958_3.raw
Pathogen_Box_Lipidomics
MMV688958_4.raw
Pathogen_Box_Lipidomics
MMV689028_1.raw
Pathogen_Box_Lipidomics
MMV689028_2.raw
Pathogen_Box_Lipidomics
MMV689028_3.raw
Pathogen_Box_Lipidomics
MMV689028_4.raw
Pathogen_Box_Lipidomics
MMV689029_1.raw
Pathogen_Box_Lipidomics
MMV689029_2.raw
Pathogen_Box_Lipidomics
MMV689029_3.raw
Pathogen_Box_Lipidomics
MMV689029_4.raw
Pathogen_Box_Lipidomics
MMV690027_1.raw
Pathogen_Box_Lipidomics
MMV690027_2.raw
Pathogen_Box_Lipidomics
MMV690027_3.raw
Pathogen_Box_Lipidomics
MMV690028_1.raw
Pathogen_Box_Lipidomics
MMV690028_2.raw
Pathogen_Box_Lipidomics
MMV690028_3.raw
Pathogen_Box_Lipidomics
MMV690028_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST001341
Initiating REDU-table generation for AN002235
Rest length is 48
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/48 [00:00<?, ?it/s]

Mapping potential matches:  56%|█████▋    | 27/48 [00:00<00:00, 260.22it/s]
Mapping potential matches: 100%|██████████| 48/48 [00:00<00:00, 259.71it/s]

 68%|██████▊   | 2154/3150 [2:38:59<16:39,  1.00s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2155/3150 [2:41:49<9:27:15, 34.21s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001410
Initiating REDU-table generation for AN002358
Rest length is 62
raw file key found.
Initiating REDU-table generation for AN002359
Rest length is 62
raw file key found.
Initiating REDU-table generation for AN002360
Rest length is 62
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
KOK1606_HILICNeg
170419_Blk_FilterBlk_A.mzXML
KOK1606_HILICNeg
170419_Blk_FilterBlk_B.mzXML
KOK1606_HILICNeg
170419_Poo_April1718AqExtracts_1.mzXML
KOK1606_HILICNeg
170419_Poo_April1718AqExtracts_2.mzXML
KOK1606_HILICNeg
170419_Poo_April1718AqExtracts_3.mzXML
KOK1606_HILICNeg
170419_Poo_April21AqExtracts_1.mzXML
KOK1606_HILICNeg
170419_Poo_April21AqExtracts_2.mzXML
KOK1606_HILICNeg
170419_Poo_April21AqExtracts_3.mzXML
KOK1606_HILICNeg
170419_Poo_QC_Full1.mzXML
KOK1606_HILICNeg
170419_Poo_QC_Full2.mzXML
KOK1606_HILICNeg
170419_Poo_QC_Full3.mzXML
KOK1606_HILICNeg
170419_Poo_QC_Full4.mzXML
KOK1606_HILICNeg
170419_Poo_QC_Half1.mzXML
KOK1606_HILICNeg
170419_Poo_QC_Half2.mzXML
KOK1606_HILICNeg
170419_Poo_QC_Half3.mzXML
KOK1606_HILICNeg
170419_Poo_QC_Half4.mzXML
KOK1606_HILICNeg
170419_Smp_S11C1_A.mzXML
KOK1606_HILICNeg
170419_Smp_S12C1_A.mzXML
KOK1606_HILICNeg
170419_Smp_S12C1_B.mzXML
KOK1606_HILICNeg
170419_Smp_S13C1_A.mzXML
KOK1606_HILICNeg
170419_Smp_S13C1_B.mzXML
KOK1606_HILICNeg
170419_Smp_S14C1_A.mzXML
KOK1606_HILICNeg
170419_Smp_S14C1_B.mzXML
KOK1606_HILICNeg
170419_Smp_S14C1_C.mzXML
KOK1606_HILICNeg
170419_Smp_S2C1_B.mzXML
KOK1606_HILICNeg
170419_Smp_S2C1_C.mzXML
KOK1606_HILICNeg
170419_Smp_S2C3_A.mzXML
KOK1606_HILICNeg
170419_Smp_S4C1_A.mzXML
KOK1606_HILICNeg
170419_Smp_S4C1_B.mzXML
KOK1606_HILICNeg
170419_Smp_S4C1_C.mzXML
KOK1606_HILICNeg
170419_Smp_S4C2_A.mzXML
KOK1606_HILICNeg
170419_Smp_S4C2_B.mzXML
KOK1606_HILICNeg
170419_Smp_S6C1_A.mzXML
KOK1606_HILICNeg
170419_Smp_S6C1_B.mzXML
KOK1606_HILICNeg
170419_Smp_S6C1_C.mzXML
KOK1606_HILICNeg
170419_Smp_S6C2_A.mzXML
KOK1606_HILICNeg
170419_Smp_S6C2_B.mzXML
KOK1606_HILICNeg
170419_Smp_S8C1_A.mzXML
KOK1606_HILICNeg
170419_Smp_S9C1_A.mzXML
KOK1606_HILICNeg
170419_Smp_S9C1_B.mzXML
KOK1606_HILICNeg
170419_Smp_S9C2_A.mzXML
KOK1606_HILICNeg
170419_Smp_S9C2_B.mzXML
KOK1606_HILICNeg
170419_Smp_U3_A.mzXML
KOK1606_HILICNeg
170419_Smp_U3_B.mzXML
KOK1606_HILICNeg
170419_Smp_U4_A.mzXML
KOK1606_HILICNeg
170419_Smp_U4_B.mzXML
KOK1606_HILICNeg
170419_Smp_U6_A.mzXML
KOK1606_HILICNeg
170419_Smp_U6_B.mzXML
KOK1606_HILICNeg
170419_Smp_U7_A.mzXML
KOK1606_HILICNeg
170419_Smp_U7_B.mzXML
KOK1606_HILICNeg
170419_Smp_U8_A.mzXML
KOK1606_HILICNeg
170419_Smp_U8_B.mzXML
KOK1606_HILICNeg
170419_Smp_U9_A.mzXML
KOK1606_HILICNeg
170419_Smp_U9_B.mzXML
KOK1606_HILICPos
170419_Blk_FilterBlk_A.mzXML
KOK1606_HILICPos
170419_Blk_FilterBlk_B.mzXML
KOK1606_HILICPos
170419_Poo_April1718AqExtracts_1.mzXML
KOK1606_HILICPos
170419_Poo_April1718AqExtracts_2.mzXML
KOK1606_HILICPos
170419_Poo_April1718AqExtracts_3.mzXML
KOK1606_HILICPos
170419_Poo_April21AqExtracts_1.mzXML
KOK1606_HILICPos
170419_Poo_April21AqExtracts_2.mzXML
KOK1606_HILICPos
170419_Poo_April21AqExtracts_3.mzXML
KOK1606_HILICPos
170419_Poo_QC_Full1.mzXML
KOK1606_HILICPos
170419_Poo_QC_Full2.mzXML
KOK1606_HILICPos
170419_Poo_QC_Full3.mzXML
KOK1606_HILICPos
170419_Poo_QC_Full4.mzXML
KOK1606_HILICPos
170419_Poo_QC_Half1.mzXML
KOK1606_HILICPos
170419_Poo_QC_Half2.mzXML
KOK1606_HILICPos
170419_Poo_QC_Half3.mzXML
KOK1606_HILICPos
170419_Poo_QC_Half4.mzXML
KOK1606_HILICPos
170419_Smp_S11C1_A.mzXML
KOK1606_HILICPos
170419_Smp_S12C1_A.mzXML
KOK1606_HILICPos
170419_Smp_S12C1_B.mzXML
KOK1606_HILICPos
170419_Smp_S13C1_A.mzXML
KOK1606_HILICPos
170419_Smp_S13C1_B.mzXML
KOK1606_HILICPos
170419_Smp_S14C1_A.mzXML
KOK1606_HILICPos
170419_Smp_S14C1_B.mzXML
KOK1606_HILICPos
170419_Smp_S14C1_C.mzXML
KOK1606_HILICPos
170419_Smp_S2C1_B.mzXML
KOK1606_HILICPos
170419_Smp_S2C1_C.mzXML
KOK1606_HILICPos
170419_Smp_S2C3_A.mzXML
KOK1606_HILICPos
170419_Smp_S4C1_A.mzXML
KOK1606_HILICPos
170419_Smp_S4C1_B.mzXML
KOK1606_HILICPos
170419_Smp_S4C1_C.mzXML
KOK1606_HILICPos
170419_Smp_S4C2_A.mzXML
KOK1606_HILICPos
170419_Smp_S4C2_B.mzXML
KOK1606_HILICPos
170419_Smp_S6C1_A.mzXML
KOK1606_HILICPos
170419_Smp_S6C1_B.mzXML
KOK1606_HILICPos
170419_Smp_S6C1_C.mzXML
KOK1606_HILICPos
170419_Smp_S6C2_A.mzXML
KOK1606_HILICPos
170419_Smp_S6C2_B.mzXML
KOK1606_HILICPos
170419_Smp_S8C1_A.mzXML
KOK1606_HILICPos
170419_Smp_S9C1_A.mzXML
KOK1606_HILICPos
170419_Smp_S9C1_B.mzXML
KOK1606_HILICPos
170419_Smp_S9C2_A.mzXML
KOK1606_HILICPos
170419_Smp_S9C2_B.mzXML
KOK1606_HILICPos
170419_Smp_U3_A.mzXML
KOK1606_HILICPos
170419_Smp_U3_B.mzXML
KOK1606_HILICPos
170419_Smp_U4_A.mzXML
KOK1606_HILICPos
170419_Smp_U4_B.mzXML
KOK1606_HILICPos
170419_Smp_U6_A.mzXML
KOK1606_HILICPos
170419_Smp_U6_B.mzXML
KOK1606_HILICPos
170419_Smp_U7_A.mzXML
KOK1606_HILICPos
170419_Smp_U7_B.mzXML
KOK1606_HILICPos
170419_Smp_U8_A.mzXML
KOK1606_HILICPos
170419_Smp_U8_B.mzXML
KOK1606_HILICPos
170419_Smp_U9_A.mzXML
KOK1606_HILICPos
170419_Smp_U9_B.mzXML
KOK1606_RP
170425_Blk_FilterBlk_A.mzXML
KOK1606_RP
170425_Blk_FilterBlk_B.mzXML
KOK1606_RP
170425_Poo_TruePoo_Full1.mzXML
KOK1606_RP
170425_Poo_TruePoo_Full2.mzXML
KOK1606_RP
170425_Poo_TruePoo_Full3.mzXML
KOK1606_RP
170425_Poo_TruePoo_Full4.mzXML
KOK1606_RP
170425_Poo_TruePoo_Half1.mzXML
KOK1606_RP
170425_Poo_TruePoo_Half2.mzXML
KOK1606_RP
170425_Poo_TruePoo_Half3.mzXML
KOK1606_RP
170425_Poo_TruePoo_Half4.mzXML
KOK1606_RP
170425_Smp_S11C1_A.mzXML
KOK1606_RP
170425_Smp_S12C1_A.mzXML
KOK1606_RP
170425_Smp_S12C1_B.mzXML
KOK1606_RP
170425_Smp_S13C1_A.mzXML
KOK1606_RP
170425_Smp_S13C1_B.mzXML
KOK1606_RP
170425_Smp_S14C1_A.mzXML
KOK1606_RP
170425_Smp_S14C1_B.mzXML
KOK1606_RP
170425_Smp_S14C1_C.mzXML
KOK1606_RP
170425_Smp_S2C1_B.mzXML
KOK1606_RP
170425_Smp_S2C1_C.mzXML
KOK1606_RP
170425_Smp_S2C3_A.mzXML
KOK1606_RP
170425_Smp_S4C1_A.mzXML
KOK1606_RP
170425_Smp_S4C1_B.mzXML
KOK1606_RP
170425_Smp_S4C1_C.mzXML
KOK1606_RP
170425_Smp_S4C2_A.mzXML
KOK1606_RP
170425_Smp_S4C2_B.mzXML
KOK1606_RP
170425_Smp_S6C1_A.mzXML
KOK1606_RP
170425_Smp_S6C1_B.mzXML
KOK1606_RP
170425_Smp_S6C1_C.mzXML
KOK1606_RP
170425_Smp_S6C2_A.mzXML
KOK1606_RP
170425_Smp_S6C2_B.mzXML
KOK1606_RP
170425_Smp_S8C1_A.mzXML
KOK1606_RP
170425_Smp_S9C1_A.mzXML
KOK1606_RP
170425_Smp_S9C1_B.mzXML
KOK1606_RP
170425_Smp_S9C2_A.mzXML
KOK1606_RP
170425_Smp_S9C2_B.mzXML
KOK1606_RP
170425_Smp_U3_A.mzXML
KOK1606_RP
170425_Smp_U3_B.mzXML
KOK1606_RP
170425_Smp_U4_A.mzXML
KOK1606_RP
170425_Smp_U4_B.mzXML
KOK1606_RP
170425_Smp_U6_A.mzXML
KOK1606_RP
170425_Smp_U6_B.mzXML
KOK1606_RP
170425_Smp_U7_A.mzXML
KOK1606_RP
170425_Smp_U7_B.mzXML
KOK1606_RP
170425_Smp_U8_A.mzXML
KOK1606_RP
170425_Smp_U8_B.mzXML
KOK1606_RP
170425_Smp_U9_A.mzXML
KOK1606_RP
170425_Smp_U9_B.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 140
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST002891
Initiating REDU-table generation for AN004750
Rest length is 17
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 68%|██████▊   | 2156/3150 [2:41:51<7:31:01, 27.22s/it]
  : missing value
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D1_1.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D1_2.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D1_3.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D1_4.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D1_5.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D1_6.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D3_1.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D3_2.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D3_3.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D3_4.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D3_5.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D3_6.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D7_1.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D7_2.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D7_3.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D7_4.raw
Mouton_Myocardial_MS_Raw
SC_20211103_HILICn_FMS_Mouton_D7_5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST000258
Initiating REDU-table generation for AN000409
Rest length is 115
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/115 [00:00<?, ?it/s]

Mapping potential matches:  10%|█         | 12/115 [00:00<00:00, 110.89it/s]

Mapping potential matches:  21%|██        | 24/115 [00:00<00:00, 111.87it/s]

Mapping potential matches:  31%|███▏      | 36/115 [00:00<00:00, 111.84it/s]

Mapping potential matches:  42%|████▏     | 48/115 [00:00<00:00, 111.68it/s]

Mapping potential matches:  52%|█████▏    | 60/115 [00:00<00:00, 111.54it/s]

Mapping potential matches:  63%|██████▎   | 72/115 [00:00<00:00, 111.50it/s]

Mapping potential matches:  73%|███████▎  | 84/115 [00:00<00:00, 111.54it/s]

Mapping potential matches:  83%|████████▎ | 96/115 [00:00<00:00, 111.77it/s]

Mapping potential matches:  94%|█████████▍| 108/115 [00:00<00:00, 112.48it/s]
Mapping potential matches: 100%|██████████| 115/115 [00:01<00:00, 112.01it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000410
Rest length is 115
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/115 [00:00<?, ?it/s]

Mapping potential matches:  10%|█         | 12/115 [00:00<00:00, 110.66it/s]

Mapping potential matches:  21%|██        | 24/115 [00:00<00:00, 110.82it/s]

Mapping potential matches:  31%|███▏      | 36/115 [00:00<00:00, 110.66it/s]

Mapping potential matches:  42%|████▏     | 48/115 [00:00<00:00, 111.36it/s]

Mapping potential matches:  52%|█████▏    | 60/115 [00:00<00:00, 111.48it/s]

Mapping potential matches:  63%|██████▎   | 72/115 [00:00<00:00, 111.38it/s]

Mapping potential matches:  73%|███████▎  | 84/115 [00:00<00:00, 112.22it/s]

Mapping potential matches:  83%|████████▎ | 96/115 [00:00<00:00, 113.11it/s]

Mapping potential matches:  94%|█████████▍| 108/115 [00:00<00:00, 113.00it/s]
Mapping potential matches: 100%|██████████| 115/115 [00:01<00:00, 112.08it/s]

 68%|██████▊   | 2157/3150 [2:41:54<5:54:35, 21.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▊   | 2159/3150 [2:41:57<3:39:27, 13.29s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000305
No raw data detected. Ignoring ST000305
Processing  ST002955
Initiating REDU-table generation for AN004852
Rest length is 51
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Abdel-Mohsen_m22-L168-1.raw
Abdel-Mohsen_m22-L168-10.raw
Abdel-Mohsen_m22-L168-11.raw
Abdel-Mohsen_m22-L168-12.raw
Abdel-Mohsen_m22-L168-13.raw
Abdel-Mohsen_m22-L168-14.raw
Abdel-Mohsen_m22-L168-15.raw
Abdel-Mohsen_m22-L168-16.raw
Abdel-Mohsen_m22-L168-17.raw
Abdel-Mohsen_m22-L168-18.raw
Abdel-Mohsen_m22-L168-19.raw
Abdel-Mohsen_m22-L168-2.raw
Abdel-Mohsen_m22-L168-20.raw
Abdel-Mohsen_m22-L168-21.raw
Abdel-Mohsen_m22-L168-22.raw
Abdel-Mohsen_m22-L168-23.raw
Abdel-Mohsen_m22-L168-24.raw
Abdel-Mohsen_m22-L168-25.raw
Abdel-Mohsen_m22-L168-26.raw
Abdel-Mohsen_m22-L168-27.raw
Abdel-Mohsen_m22-L168-28.raw
Abdel-Mohsen_m22-L168-29.raw
Abdel-Mohsen_m22-L168-3.raw
Abdel-Mohsen_m22-L168-30.raw
Abdel-Mohsen_m22-L168-31.raw
Abdel-Mohsen_m22-L168-32.raw
Abdel-Mohsen_m22-L168-33.raw
Abdel-Mohsen_m22-L168-34.raw
Abdel-Mohsen_m22-L168-35.raw
Abdel-Mohsen_m22-L168-36.raw
Abdel-Mohsen_m22-L168-37.raw
Abdel-Mohsen_m22-L168-38.raw
Abdel-Mohsen_m22-L168-39.raw
Abdel-Mohsen_m22-L168-4.raw
Abdel-Mohsen_m22-L168-40.raw
Abdel-Mohsen_m22-L168-41.raw
Abdel-Mohsen_m22-L168-42.raw
Abdel-Mohsen_m22-L168-43.raw
Abdel-Mohsen_m22-L168-44.raw
Abdel-Mohsen_m22-L168-45.raw
Abdel-Mohsen_m22-L168-46.raw
Abdel-Mohsen_m22-L168-5.raw
Abdel-Mohsen_m22-L168-6.raw
Abdel-Mohsen_m22-L168-7.raw
Abdel-Mohsen_m22-L168-8.raw
Abdel-Mohsen_m22-L168-9.raw
Abdel-Mohsen_m22-L168_QC_FullMS-Inj10.raw
Abdel-Mohsen_m22-L168_QC_FullMS-Inj11.raw
Abdel-Mohsen_m22-L168_QC_FullMS-Inj12.raw
Abdel-Mohsen_m22-L168_QC_FullMS-Inj8.raw
Abdel-Mohsen_m22-L168_QC_FullMS-Inj9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 51 rows!
Extracted information for 51 samples.
Processing  ST000541
Initiating REDU-table generation for AN000822
Rest length is 24
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 243.76it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000823
Rest length is 24
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 244.14it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▊   | 2160/3150 [2:42:01<3:05:00, 11.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▊   | 2162/3150 [2:42:04<2:03:15,  7.49s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_10[O'Kell_213269]n-dd.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_10[O'Kell_213269]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_11[O'Kell_325103]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_12[O'Kell_325643]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_13[O'Kell_296735]n-dd.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_13[O'Kell_296735]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_14[O'Kell_290195]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_15[O'Kell_326077]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_16[O'Kell_325932]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_17[O'Kell_325866]n-dd.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_17[O'Kell_325866]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_18[O'Kell_295029]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_19[O'Kell_223169]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_1[O'Kell_269031]n-dd.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_1[O'Kell_269031]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_20[O'Kell_228415]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_21[O'Kell_255293]n-dd.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_21[O'Kell_255293]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_22[O'Kell_288261]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_23[O'Kell_290374]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_24[O'Kell_287971]n-dd.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_24[O'Kell_287971]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_2[O'Kell_279436]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_3[O'Kell_323294]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_4[O'Kell_309443]n-dd.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_4[O'Kell_309443]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_5[O'Kell_321588]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_6[O'Kell_325942]n-dd.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_6[O'Kell_325942]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_7[O'Kell_313390]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_8[O'Kell_216422]n.mzML
O'Kell_MW
Raw files
NEG
QE2_jdg_23_O'Kell_9[O'Kell_213267]n.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_10[O'Kell_213269]p-dd.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_10[O'Kell_213269]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_11[O'Kell_325103]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_12[O'Kell_325643]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_13[O'Kell_296735]p-dd.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_13[O'Kell_296735]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_14[O'Kell_290195]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_15[O'Kell_326077]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_16[O'Kell_325932]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_17[O'Kell_325866]p-dd.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_17[O'Kell_325866]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_18[O'Kell_295029]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_19[O'Kell_223169]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_1[O'Kell_269031]p-dd.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_1[O'Kell_269031]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_20[O'Kell_228415]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_21[O'Kell_255293]p-dd.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_21[O'Kell_255293]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_22[O'Kell_288261]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_23[O'Kell_290374]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_24[O'Kell_287971]p-dd.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_24[O'Kell_287971]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_2[O'Kell_279436]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_3[O'Kell_323294]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_4[O'Kell_309443]p-dd.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_4[O'Kell_309443]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_5[O'Kell_321588]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_6[O'Kell_325942]p-dd.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_6[O'Kell_325942]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_7[O'Kell_313390]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_8[O'Kell_216422]p.mzML
O'Kell_MW
Raw files
POS
QE2_jdg_23_O'Kell_9[O'Kell_213267]p.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST000155
No raw data detected. Ignoring ST000155
Processing  ST003356
Initiating REDU-table generation for AN005497
Rest length is 52
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005498
Rest length is 52
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
SEVO001_Workbench
SEVO001_BK_1_Neg_QE1_HILIC_007.raw
SEVO001_Workbench
SEVO001_BK_1_Pos_QE1_HILIC_006.raw
SEVO001_Workbench
SEVO001_BK_2_Neg_QE1_HILIC_031.raw
SEVO001_Workbench
SEVO001_BK_2_Pos_QE1_HILIC_030.raw
SEVO001_Workbench
SEVO001_BK_3_Neg_QE1_HILIC_055.raw
SEVO001_Workbench
SEVO001_BK_3_Pos_QE1_HILIC_054.raw
SEVO001_Workbench
SEVO001_Neg_128_QE1_HILIC_023.raw
SEVO001_Workbench
SEVO001_Neg_1741_QE1_HILIC_027.raw
SEVO001_Workbench
SEVO001_Neg_1742_QE1_HILIC_029.raw
SEVO001_Workbench
SEVO001_Neg_1746_QE1_HILIC_013.raw
SEVO001_Workbench
SEVO001_Neg_1747_QE1_HILIC_037.raw
SEVO001_Workbench
SEVO001_Neg_1748_QE1_HILIC_039.raw
SEVO001_Workbench
SEVO001_Neg_1749_QE1_HILIC_011.raw
SEVO001_Workbench
SEVO001_Neg_1754supt_QE1_HILIC_045.raw
SEVO001_Workbench
SEVO001_Neg_1755_QE1_HILIC_015.raw
SEVO001_Workbench
SEVO001_Neg_1756_QE1_HILIC_041.raw
SEVO001_Workbench
SEVO001_Neg_1757_QE1_HILIC_019.raw
SEVO001_Workbench
SEVO001_Neg_1761_QE1_HILIC_051.raw
SEVO001_Workbench
SEVO001_Neg_1762_QE1_HILIC_025.raw
SEVO001_Workbench
SEVO001_Neg_221_QE1_HILIC_017.raw
SEVO001_Workbench
SEVO001_Neg_N1_QE1_HILIC_053.raw
SEVO001_Workbench
SEVO001_Neg_N2_QE1_HILIC_043.raw
SEVO001_Workbench
SEVO001_Neg_N3_QE1_HILIC_035.raw
SEVO001_Workbench
SEVO001_Neg_N4_QE1_HILIC_049.raw
SEVO001_Workbench
SEVO001_Neg_N5_QE1_HILIC_047.raw
SEVO001_Workbench
SEVO001_Neg_N6_QE1_HILIC_021.raw
SEVO001_Workbench
SEVO001_Pos_128_QE1_HILIC_022.raw
SEVO001_Workbench
SEVO001_Pos_1741_QE1_HILIC_026.raw
SEVO001_Workbench
SEVO001_Pos_1742_QE1_HILIC_028.raw
SEVO001_Workbench
SEVO001_Pos_1746_QE1_HILIC_012.raw
SEVO001_Workbench
SEVO001_Pos_1747_QE1_HILIC_036.raw
SEVO001_Workbench
SEVO001_Pos_1748_QE1_HILIC_038.raw
SEVO001_Workbench
SEVO001_Pos_1749_QE1_HILIC_010.raw
SEVO001_Workbench
SEVO001_Pos_1754supt_QE1_HILIC_044.raw
SEVO001_Workbench
SEVO001_Pos_1755_QE1_HILIC_014.raw
SEVO001_Workbench
SEVO001_Pos_1756_QE1_HILIC_040.raw
SEVO001_Workbench
SEVO001_Pos_1757_QE1_HILIC_018.raw
SEVO001_Workbench
SEVO001_Pos_1761_QE1_HILIC_050.raw
SEVO001_Workbench
SEVO001_Pos_1762_QE1_HILIC_024.raw
SEVO001_Workbench
SEVO001_Pos_221_QE1_HILIC_016.raw
SEVO001_Workbench
SEVO001_Pos_N1_QE1_HILIC_052.raw
SEVO001_Workbench
SEVO001_Pos_N2_QE1_HILIC_042.raw
SEVO001_Workbench
SEVO001_Pos_N3_QE1_HILIC_034.raw
SEVO001_Workbench
SEVO001_Pos_N4_QE1_HILIC_048.raw
SEVO001_Workbench
SEVO001_Pos_N5_QE1_HILIC_046.raw
SEVO001_Workbench
SEVO001_Pos_N6_QE1_HILIC_020.raw
SEVO001_Workbench
SEVO001_QC_1_Neg_QE1_HILIC_009.raw
SEVO001_Workbench
SEVO001_QC_1_Pos_QE1_HILIC_008.raw
SEVO001_Workbench
SEVO001_QC_2_Neg_QE1_HILIC_033.raw
SEVO001_Workbench
SEVO001_QC_2_Pos_QE1_HILIC_032.raw
SEVO001_Workbench
SEVO001_QC_3_Neg_QE1_HILIC_057.raw
SEVO001_Workbench
SEVO001_QC_3_Pos_QE1_HILIC_056.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 52 rows!
Extracted information for 52 samples.
Processing  ST001890
Initiating REDU-table generation for AN003066
Rest length is 172
raw file key found.
Initiating REDU-table generation for AN003067
Rest length is 172
raw file key found.
Initiating REDU-table generation for AN003068
Rest length is 172
raw file key found.
Initiating REDU-table generation for AN003069
Rest length is 172
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PE_Untargeted_Metabolomics_Urine
nHILIC_1005605068.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1005605168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1005605248.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1005605348.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1010405168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1010405238.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1010405318.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1011205168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1011205268.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1011205398.raw
PE_Untargeted_Metabolomics_Urine
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PE_Untargeted_Metabolomics_Urine
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PE_Untargeted_Metabolomics_Urine
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PE_Untargeted_Metabolomics_Urine
nHILIC_1050305188.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1050305278.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1050305408.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1050505098.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1050505178.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1050505268.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1050505378.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1051505118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1051505158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1051505258.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1051505398.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1052305098.raw
PE_Untargeted_Metabolomics_Urine
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PE_Untargeted_Metabolomics_Urine
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PE_Untargeted_Metabolomics_Urine
nHILIC_1052305418.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1052405148.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1052405188.raw
PE_Untargeted_Metabolomics_Urine
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PE_Untargeted_Metabolomics_Urine
nHILIC_1052405378.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1052805118.raw
PE_Untargeted_Metabolomics_Urine
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PE_Untargeted_Metabolomics_Urine
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PE_Untargeted_Metabolomics_Urine
nHILIC_1053005158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053005338.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053005358.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053305178.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053305268.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053305378.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053505118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053505168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053505278.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053805098.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053805168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053805288.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1053805398.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054105108.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054105158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054105278.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054105388.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054605098.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054605158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054605298.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054605409.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054705128.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054705168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054705248.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054705388.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054805188.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1054805258.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055105118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055105158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055105268.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055305178.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055305248.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055305369.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055805108.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055805158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055805258.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1055805379.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1056105118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1056105258.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1060105118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1060105168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1060105269.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1060105489.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1063405107.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1063405169.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1063405249.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1063405467.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1063905109.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1063905169.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1063905278.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1063905468.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1071205138.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1071205168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1071205258.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1071305138.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1071305178.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1071305278.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1071305488.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072105128.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072105188.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072105278.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072105458.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072205128.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072205178.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072205258.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072205368.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072305138.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072305178.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072305258.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072305458.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072705128.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072705158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1072705288.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073205118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073205188.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073205248.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073205478.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073305128.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073305158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073305268.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073305478.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073605138.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073605178.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073605258.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1073605468.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080305138.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080305188.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080305278.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080305528.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080405168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080405288.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080405468.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080905118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080905168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1080905268.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1081605118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1081605158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1081605238.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1081605488.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1082205138.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1082205168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1082205268.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1082205458.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1082405138.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1082405168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1082405238.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1083305118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1083305148.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1083305228.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1083305468.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1083605118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1083605158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1083605248.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1084005138.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1084005168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1084005248.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1084005478.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1084905118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1084905148.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1084905228.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1084905468.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1085105118.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1085105158.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1085105248.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1085105468.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1901705108.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1901705168.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1901705258.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1901705378.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1902405109.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1902405308.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1960005108.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1960005179.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_1960005259.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_2007005088.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_2007005338.raw
PE_Untargeted_Metabolomics_Urine
nHILIC_2007005388.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1005605068.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1005605168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1005605248.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1005605348.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1010405168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1010405238.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1010405318.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1011205168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1011205268.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1011205398.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050205108.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050205258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050205418.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050305188.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050305278.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050305408.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050505098.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050505178.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050505268.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1050505378.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1051505118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1051505158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1051505258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1051505398.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052305098.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052305158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052305288.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052305418.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052405148.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052405188.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052405268.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052405378.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052805118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052805288.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1052805388.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053005158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053005338.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053005358.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053305178.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053305268.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053305378.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053505118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053505168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053505278.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053805098.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053805168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053805288.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1053805398.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054105108.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054105158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054105278.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054105388.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054605098.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054605158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054605298.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054605409.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054705128.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054705168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054705248.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054705388.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054805188.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1054805258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055105118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055105158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055105268.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055305178.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055305248.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055305369.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055805108.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055805158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055805258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1055805379.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1056105118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1056105258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1060105118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1060105168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1060105269.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1060105489.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1063405107.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1063405169.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1063405249.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1063405467.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1063905109.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1063905169.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1063905278.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1063905468.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1071205138.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1071205168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1071205258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1071305138.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1071305178.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1071305278.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1071305488.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072105128.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072105188.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072105278.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072105458.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072205128.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072205178.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072205258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072205368.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072305138.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072305178.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072305258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072305458.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072705128.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072705158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1072705288.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073205118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073205188.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073205248.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073205478.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073305128.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073305158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073305268.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073305478.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073605138.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073605178.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073605258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1073605468.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080305138.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080305188.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080305278.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080305528.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080405168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080405288.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080405468.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080905118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080905168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1080905268.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1081605118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1081605158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1081605238.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1081605488.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1082205138.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1082205168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1082205268.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1082205458.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1082405138.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1082405168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1082405238.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1083305118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1083305148.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1083305228.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1083305468.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1083605118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1083605158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1083605248.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1084005138.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1084005168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1084005248.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1084005478.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1084905118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1084905148.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1084905228.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1084905468.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1085105118.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1085105158.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1085105248.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1085105468.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1901705108.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1901705168.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1901705258.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1901705378.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1902405109.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1902405308.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1960005108.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1960005179.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_1960005259.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_2007005088.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_2007005338.raw
PE_Untargeted_Metabolomics_Urine
nRPLC_2007005388.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1005605068.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1005605168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1005605248.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1005605348.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1010405168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1010405238.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1010405318.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1011205168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1011205268.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1011205398.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050205108.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050205258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050205418.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050305188.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050305278.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050305408.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050505098.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050505178.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050505268.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1050505378.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1051505118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1051505158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1051505258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1051505398.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052305098.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052305158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052305288.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052305418.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052405148.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052405188.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052405268.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052405378.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052805118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052805288.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1052805388.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053005158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053005338.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053005358.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053305178.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053305268.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053305378.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053505118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053505168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053505278.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053805098.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053805168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053805288.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1053805398.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054105108.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054105158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054105278.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054105388.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054605098.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054605158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054605298.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054605409.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054705128.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054705168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054705248.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054705388.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054805188.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1054805258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055105118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055105158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055105268.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055305178.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055305248.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055305369.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055805108.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055805158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055805258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1055805379.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1056105118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1056105258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1060105118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1060105168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1060105269.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1060105489.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1063405107.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1063405169.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1063405249.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1063405467.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1063905109.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1063905169.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1063905278.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1063905468.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1071205138.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1071205168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1071205258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1071305138.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1071305178.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1071305278.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1071305488.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072105128.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072105188.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072105278.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072105458.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072205128.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072205178.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072205258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072205368.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072305138.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072305178.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072305258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072305458.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072705128.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072705158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1072705288.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073205118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073205188.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073205248.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073205478.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073305128.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073305158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073305268.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073305478.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073605138.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073605178.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073605258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1073605468.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080305138.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080305188.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080305278.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080305528.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080405168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080405288.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080405468.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080905118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080905168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1080905268.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1081605118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1081605158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1081605238.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1081605488.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1082205138.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1082205168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1082205268.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1082205458.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1082405138.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1082405168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1082405238.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1083305118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1083305148.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1083305228.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1083305468.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1083605118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1083605158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1083605248.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1084005138.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1084005168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1084005248.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1084005478.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1084905118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1084905148.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1084905228.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1084905468.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1085105118.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1085105158.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1085105248.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1085105468.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1901705108.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1901705168.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1901705258.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1901705378.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1902405109.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1902405308.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1960005108.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1960005179.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_1960005259.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_2007005088.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_2007005338.raw
PE_Untargeted_Metabolomics_Urine
pHILIC_2007005388.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1005605068.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1005605168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1005605248.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1005605348.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1010405168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1010405238.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1010405318.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1011205168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1011205268.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1011205398.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050205108.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050205258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050205418.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050305188.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050305278.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050305408.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050505098.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050505178.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050505268.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1050505378.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1051505118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1051505158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1051505258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1051505398.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052305098.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052305158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052305288.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052305418.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052405148.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052405188.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052405268.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052405378.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052805118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052805288.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1052805388.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053005158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053005338.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053005358.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053305178.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053305268.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053305378.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053505118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053505168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053505278.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053805098.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053805168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053805288.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1053805398.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054105108.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054105158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054105278.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054105388.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054605098.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054605158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054605298.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054605409.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054705128.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054705168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054705248.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054705388.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054805188.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1054805258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055105118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055105158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055105268.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055305178.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055305248.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055305369.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055805108.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055805158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055805258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1055805379.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1056105118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1056105258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1060105118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1060105168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1060105269.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1060105489.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1063405107.raw
PE_Untargeted_Metabolomics_Urine/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▊   | 2163/3150 [2:42:13<2:07:41,  7.76s/it]
pRPLC_1063405169.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1063405249.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1063405467.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1063905109.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1063905169.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1063905278.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1063905468.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1071205138.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1071205168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1071205258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1071305138.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1071305178.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1071305278.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1071305488.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072105128.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072105188.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072105278.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072105458.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072205128.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072205178.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072205258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072205368.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072305138.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072305178.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072305258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072305458.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072705128.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072705158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1072705288.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073205118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073205188.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073205248.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073205478.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073305128.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073305158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073305268.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073305478.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073605138.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073605178.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073605258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1073605468.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080305138.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080305188.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080305278.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080305528.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080405168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080405288.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080405468.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080905118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080905168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1080905268.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1081605118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1081605158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1081605238.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1081605488.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1082205138.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1082205168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1082205268.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1082205458.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1082405138.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1082405168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1082405238.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1083305118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1083305148.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1083305228.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1083305468.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1083605118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1083605158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1083605248.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1084005138.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1084005168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1084005248.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1084005478.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1084905118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1084905148.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1084905228.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1084905468.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1085105118.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1085105158.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1085105248.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1085105468.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1901705108.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1901705168.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1901705258.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1901705378.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1902405109.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1902405308.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1960005108.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1960005179.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_1960005259.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_2007005088.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_2007005338.raw
PE_Untargeted_Metabolomics_Urine
pRPLC_2007005388.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 688 rows!
Extracted information for 688 samples.
Processing  ST003367
Initiating REDU-table generation for AN005518
Rest length is 52
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 413.27it/s]


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005519
Rest length is 52
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 421.11it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▊   | 2164/3150 [2:42:18<1:56:37,  7.10s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230125 Dima C75 mzML
20230125 Dima C75-Blank (2).mzML
Dima C75 mzML
20230125 Dima C75-Blank (3).mzML
Dima C75 mzML
20230125 Dima C75-Blank (4).mzML
Dima C75 mzML
20230125 Dima C75-Blank (5).mzML
Dima C75 mzML
20230125 Dima C75-Blank.mzML
Dima C75 mzML
20230125 Dima C75-Bottle med (2).mzML
Dima C75 mzML
20230125 Dima C75-Bottle med (3).mzML
Dima C75 mzML
20230125 Dima C75-Bottle med.mzML
Dima C75 mzML
20230125 Dima C75-C75 0 uM cells (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 0 uM cells (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 0 uM cells.mzML
Dima C75 mzML
20230125 Dima C75-C75 0 uM med (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 0 uM med (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 0 uM med.mzML
Dima C75 mzML
20230125 Dima C75-C75 1 uM cells (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 1 uM cells (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 1 uM cells.mzML
Dima C75 mzML
20230125 Dima C75-C75 1 uM med (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 1 uM med (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 1 uM med.mzML
Dima C75 mzML
20230125 Dima C75-C75 100 uM cells (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 100 uM cells (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 100 uM cells.mzML
Dima C75 mzML
20230125 Dima C75-C75 100 uM med (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 100 uM med (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 100 uM med.mzML
Dima C75 mzML
20230125 Dima C75-C75 15 uM cells (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 15 uM cells (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 15 uM cells.mzML
Dima C75 mzML
20230125 Dima C75-C75 15 uM med (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 15 uM med (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 15 uM med.mzML
Dima C75 mzML
20230125 Dima C75-C75 20 uM cells (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 20 uM cells (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 20 uM cells.mzML
Dima C75 mzML
20230125 Dima C75-C75 20 uM med (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 20 uM med (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 20 uM med.mzML
Dima C75 mzML
20230125 Dima C75-C75 40 uM cells (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 40 uM cells (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 40 uM cells.mzML
Dima C75 mzML
20230125 Dima C75-C75 40 uM med (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 40 uM med (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 40 uM med.mzML
Dima C75 mzML
20230125 Dima C75-C75 5 uM cells (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 5 uM cells (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 5 uM cells.mzML
Dima C75 mzML
20230125 Dima C75-C75 5 uM med (2).mzML
Dima C75 mzML
20230125 Dima C75-C75 5 uM med (3).mzML
Dima C75 mzML
20230125 Dima C75-C75 5 uM med.mzML
Dima C75 mzML
20230125 Dima C75-DMEM_F12 no adds (2).mzML
Dima C75 mzML
20230125 Dima C75-DMEM_F12 no adds.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 52 rows!
Extracted information for 52 samples.
Processing  ST003455
No raw data detected. Ignoring ST003455
Processing  ST001808
Initiating REDU-table generation for AN002931
Rest length is 108
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ignacio navas ms 377615
180605aJKsa01_1.cdf
ignacio navas ms 377615
180605aJKsa02_1.cdf
ignacio navas ms 377615
180605aJKsa03_1.cdf
ignacio navas ms 377615
180605aJKsa04_1.cdf
ignacio navas ms 377615
180605aJKsa05_1.cdf
ignacio navas ms 377615
180605aJKsa06_1.cdf
ignacio navas ms 377615
180605aJKsa07_2.cdf
ignacio navas ms 377615
180605aJKsa08_1.cdf
ignacio navas ms 377615
180605aJKsa09_1.cdf
ignacio navas ms 377615
180605aJKsa10_1.cdf
ignacio navas ms 377615
180605aJKsa11_1.cdf
ignacio navas ms 377615
180605aJKsa12_1.cdf
ignacio navas ms 377615
180605aJKsa13_1.cdf
ignacio navas ms 377615
180605aJKsa14_1.cdf
ignacio navas ms 377615
180605aJKsa15_1.cdf
ignacio navas ms 377615
180605aJKsa16_1.cdf
ignacio navas ms 377615
180605aJKsa17_1.cdf
ignacio navas ms 377615
180605aJKsa18_1.cdf
ignacio navas ms 377615
180605aJKsa19_1.cdf
ignacio navas ms 377615
180605aJKsa20_1.cdf
ignacio navas ms 377615
180605aJKsa21_1.cdf
ignacio navas ms 377615
180605aJKsa22_2.cdf
ignacio navas ms 377615
180605aJKsa23_1.cdf
ignacio navas ms 377615
180605aJKsa24_1.cdf
ignacio navas ms 377615
180605aJKsa25_1.cdf
ignacio navas ms 377615
180605aJKsa26_1.cdf
ignacio navas ms 377615
180605aJKsa27_1.cdf
ignacio navas ms 377615
180605aJKsa28_1.cdf
ignacio navas ms 377615
180605aJKsa29_1.cdf
ignacio navas ms 377615
180605aJKsa30_1.cdf
ignacio navas ms 377615
180605aJKsa31_1.cdf
ignacio navas ms 377615
180605aJKsa32_1.cdf
ignacio navas ms 377615
180605aJKsa33_1.cdf
ignacio navas ms 377615
180605aJKsa34_1.cdf
ignacio navas ms 377615
180605aJKsa35_1.cdf
ignacio navas ms 377615
180605aJKsa36_1.cdf
ignacio navas ms 377615
180605aJKsa37_1.cdf
ignacio navas ms 377615
180605aJKsa38_1.cdf
ignacio navas ms 377615
180605aJKsa39_1.cdf
ignacio navas ms 377615
180605aJKsa40_1.cdf
ignacio navas ms 377615
180605aJKsa41_1.cdf
ignacio navas ms 377615
180605aJKsa42_1.cdf
ignacio navas ms 377615
180605aJKsa43_1.cdf
ignacio navas ms 377615
180605aJKsa44_1.cdf
ignacio navas ms 377615
180605aJKsa45_1.cdf
ignacio navas ms 377615
180605aJKsa46_1.cdf
ignacio navas ms 377615
180605aJKsa47_1.cdf
ignacio navas ms 377615
180605aJKsa48_1.cdf
ignacio navas ms 377615
180605aJKsa49_1.cdf
ignacio navas ms 377615
180605aJKsa50_1.cdf
ignacio navas ms 377615
180606aJKsa01_1.cdf
ignacio navas ms 377615
180606aJKsa02_1.cdf
ignacio navas ms 377615
180606aJKsa03_1.cdf
ignacio navas ms 377615
180606aJKsa04_1.cdf
ignacio navas ms 377615
180606aJKsa05_1.cdf
ignacio navas ms 377615
180606aJKsa06_1.cdf
ignacio navas ms 377615
180606aJKsa07_1.cdf
ignacio navas ms 377615
180606aJKsa08_1.cdf
ignacio navas ms 377615
180606aJKsa09_1.cdf
ignacio navas ms 377615
180606aJKsa10_1.cdf
ignacio navas ms 377615
180606aJKsa11_1.cdf
ignacio navas ms 377615
180606aJKsa12_1.cdf
ignacio navas ms 377615
180606aJKsa13_1.cdf
ignacio navas ms 377615
180606aJKsa14_1.cdf
ignacio navas ms 377615
180606aJKsa15_1.cdf
ignacio navas ms 377615
180606aJKsa16_1.cdf
ignacio navas ms 377615
180606aJKsa17_1.cdf
ignacio navas ms 377615
180606aJKsa18_1.cdf
ignacio navas ms 377615
180606aJKsa19_1.cdf
ignacio navas ms 377615
180606aJKsa20_1.cdf
ignacio navas ms 377615
180606aJKsa21_1.cdf
ignacio navas ms 377615
180606aJKsa22_1.cdf
ignacio navas ms 377615
180606aJKsa23_1.cdf
ignacio navas ms 377615
180606aJKsa24_1.cdf
ignacio navas ms 377615
180606aJKsa25_1.cdf
ignacio navas ms 377615
180606aJKsa26_1.cdf
ignacio navas ms 377615
180606aJKsa27_1.cdf
ignacio navas ms 377615
180606aJKsa28_1.cdf
ignacio navas ms 377615
180606aJKsa29_1.cdf
ignacio navas ms 377615
180606aJKsa30_1.cdf
ignacio navas ms 377615
180606aJKsa31_1.cdf
ignacio navas ms 377615
180606aJKsa32_1.cdf
ignacio navas ms 377615
180606aJKsa33_1.cdf
ignacio navas ms 377615
180606aJKsa34_1.cdf
ignacio navas ms 377615
180606aJKsa35_1.cdf
ignacio navas ms 377615
180606aJKsa36_1.cdf
ignacio navas ms 377615
180606aJKsa37_1.cdf
ignacio navas ms 377615
180606aJKsa38_1.cdf
ignacio navas ms 377615
180606aJKsa39_1.cdf
ignacio navas ms 377615
180606aJKsa40_1.cdf
ignacio navas ms 377615
180606aJKsa41_1.cdf
ignacio navas ms 377615
180606aJKsa42_1.cdf
ignacio navas ms 377615
180606aJKsa43_1.cdf
ignacio navas ms 377615
180606aJKsa44_1.cdf
ignacio navas ms 377615
180606aJKsa45_1.cdf
ignacio navas ms 377615
180606aJKsa46_1.cdf
ignacio navas ms 377615
180606aJKsa47_1.cdf
ignacio navas ms 377615
180606aJKsa48_1.cdf
ignacio navas ms 377615
180606aJKsa49_1.cdf
ignacio navas ms 377615
180606aJKsa50_1.cdf
ignacio navas ms 377615
180607aJKsa01_1.cdf
ignacio navas ms 377615
180607aJKsa02_1.cdf
ignacio navas ms 377615
180607aJKsa03_1.cdf
ignacio navas ms 377615
180607aJKsa04_1.cdf
ignacio navas ms 377615
180607aJKsa05_1.cdf
ignacio navas ms 377615
180607aJKsa06_1.cdf
ignacio navas ms 377615
180607aJKsa07_1.cdf
ignacio navas ms 377615/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▉   | 2166/3150 [2:42:21<1:18:05,  4.76s/it]
180607aJKsa08_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!
Extracted information for 108 samples.
Processing  ST002254
Initiating REDU-table generation for AN003682
Rest length is 102
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/102 [00:00<?, ?it/s]

Mapping potential matches:  22%|██▏       | 22/102 [00:00<00:00, 210.70it/s]

Mapping potential matches:  44%|████▍     | 45/102 [00:00<00:00, 217.06it/s]

Mapping potential matches:  67%|██████▋   | 68/102 [00:00<00:00, 220.03it/s]

Mapping potential matches:  89%|████████▉ | 91/102 [00:00<00:00, 221.68it/s]
Mapping potential matches: 100%|██████████| 102/102 [00:00<00:00, 220.02it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▉   | 2167/3150 [2:42:24<1:13:21,  4.48s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
ST002254
32650.mzML
ST002254
32732.mzML
ST002254
32771.mzML
ST002254
32798.mzML
ST002254
32862.mzML
ST002254
32927.mzML
ST002254
33308.mzML
ST002254
33472.mzML
ST002254
33601.mzML
ST002254
33857.mzML
ST002254
33873.mzML
ST002254
33893.mzML
ST002254
33895.mzML
ST002254
34155.mzML
ST002254
34156.mzML
ST002254
34160.mzML
ST002254
34163.mzML
ST002254
34165.mzML
ST002254
34166.mzML
ST002254
34172.mzML
ST002254
34210.mzML
ST002254
34776.mzML
ST002254
34777.mzML
ST002254
34832.mzML
ST002254
34867.mzML
ST002254
34906.mzML
ST002254
34913.mzML
ST002254
34952.mzML
ST002254
34953.mzML
ST002254
34984.mzML
ST002254
35315.mzML
ST002254
36492.mzML
ST002254
L32650.mzML
ST002254
L32732.mzML
ST002254
L32771.mzML
ST002254
L32798.mzML
ST002254
L32862.mzML
ST002254
L32927.mzML
ST002254
L33308.mzML
ST002254
L33472.mzML
ST002254
L33601.mzML
ST002254
L33857.mzML
ST002254
L33873.mzML
ST002254
L33893.mzML
ST002254
L33895.mzML
ST002254
L34155.mzML
ST002254
L34156.mzML
ST002254
L34160.mzML
ST002254
L34163.mzML
ST002254
L34165.mzML
ST002254
L34166.mzML
ST002254
L34172.mzML
ST002254
L34210.mzML
ST002254
L34776.mzML
ST002254
L34777.mzML
ST002254
L34832.mzML
ST002254
L34867.mzML
ST002254
L34906.mzML
ST002254
L34913.mzML
ST002254
L34952.mzML
ST002254
L34953.mzML
ST002254
L34984.mzML
ST002254
L35315.mzML
ST002254
L36492.mzML
ST002254
LQC11.mzML
ST002254
LQC22.mzML
ST002254
LQC33.mzML
ST002254
LQC44.mzML
ST002254
LQC55.mzML
ST002254
LQC66.mzML
ST002254
P32650.mzML
ST002254
P32732.mzML
ST002254
P32771.mzML
ST002254
P32798.mzML
ST002254
P32862.mzML
ST002254
P32927.mzML
ST002254
P33308.mzML
ST002254
P33472.mzML
ST002254
P33601.mzML
ST002254
P33857.mzML
ST002254
P33873.mzML
ST002254
P33893.mzML
ST002254
P33895.mzML
ST002254
P34155.mzML
ST002254
P34156.mzML
ST002254
P34160.mzML
ST002254
P34163.mzML
ST002254
P34165.mzML
ST002254
P34166.mzML
ST002254
P34172.mzML
ST002254
P34210.mzML
ST002254
P34776.mzML
ST002254
P34777.mzML
ST002254
P34832.mzML
ST002254
P34867.mzML
ST002254
P34906.mzML
ST002254
P34913.mzML
ST002254
P34952.mzML
ST002254
P34953.mzML
ST002254
P34984.mzML
ST002254
P35315.mzML
ST002254
P36492.mzML
ST002254
QC1.mzML
ST002254
QC11.mzML
ST002254
QC2.mzML
ST002254
QC22.mzML
ST002254
QC3.mzML
ST002254
QC33.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!
Extracted information for 108 samples.
Processing  ST002161
Initiating REDU-table generation for AN003540
Rest length is 316
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003541
Rest length is 316
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData
13C-Fruc_HFD-HV_13163.mzXML
MyData
13C-Fruc_HFD-HV_13164.mzXML
MyData
13C-Fruc_HFD-HV_13165.mzXML
MyData
13C-Fruc_HFD-HV_13166.mzXML
MyData
13C-Fruc_HFD-HV_13167.mzXML
MyData
13C-Fruc_HFD-PV_13163.mzXML
MyData
13C-Fruc_HFD-PV_13164.mzXML
MyData
13C-Fruc_HFD-PV_13165.mzXML
MyData
13C-Fruc_HFD-PV_13166.mzXML
MyData
13C-Fruc_HFD-PV_13167.mzXML
MyData
13C-Fruc_LFD-HV_13168.mzXML
MyData
13C-Fruc_LFD-HV_13169.mzXML
MyData
13C-Fruc_LFD-HV_13170.mzXML
MyData
13C-Fruc_LFD-HV_13171.mzXML
MyData
13C-Fruc_LFD-HV_13172.mzXML
MyData
13C-Fruc_LFD-PV_13168.mzXML
MyData
13C-Fruc_LFD-PV_13169.mzXML
MyData
13C-Fruc_LFD-PV_13170.mzXML
MyData
13C-Fruc_LFD-PV_13171.mzXML
MyData
13C-Fruc_LFD-PV_13172.mzXML
MyData
Blank_batch1.mzXML
MyData
Blank_batch10.mzXML
MyData
Blank_batch11.mzXML
MyData
Blank_batch2.mzXML
MyData
Blank_batch3.mzXML
MyData
Blank_batch4.mzXML
MyData
Blank_batch5.mzXML
MyData
Blank_batch6.mzXML
MyData
Blank_batch7.mzXML
MyData
Blank_batch8.mzXML
MyData
Blank_batch9.mzXML
MyData
CON-HV_0_13156.mzXML
MyData
CON-HV_0_13157.mzXML
MyData
CON-HV_0_13158.mzXML
MyData
CON-HV_120_12156.mzXML
MyData
CON-HV_120_12157.mzXML
MyData
CON-HV_120_12158.mzXML
MyData
CON-HV_15_12106.mzXML
MyData
CON-HV_15_12107.mzXML
MyData
CON-HV_15_12108.mzXML
MyData
CON-HV_15_12109.mzXML
MyData
CON-HV_15_12110.mzXML
MyData
CON-HV_30_12116.mzXML
MyData
CON-HV_30_12117.mzXML
MyData
CON-HV_30_12118.mzXML
MyData
CON-HV_30_12119.mzXML
MyData
CON-HV_30_12120.mzXML
MyData
CON-HV_45_12126.mzXML
MyData
CON-HV_45_12127.mzXML
MyData
CON-HV_45_12128.mzXML
MyData
CON-HV_45_12129.mzXML
MyData
CON-HV_45_12130.mzXML
MyData
CON-HV_60_12136.mzXML
MyData
CON-HV_60_12137.mzXML
MyData
CON-HV_60_12138.mzXML
MyData
CON-HV_60_12139.mzXML
MyData
CON-HV_60_12140.mzXML
MyData
CON-HV_90_12146.mzXML
MyData
CON-HV_90_12147.mzXML
MyData
CON-HV_90_12148.mzXML
MyData
CON-PV_0_13156.mzXML
MyData
CON-PV_0_13157.mzXML
MyData
CON-PV_0_13158.mzXML
MyData
CON-PV_120_12156.mzXML
MyData
CON-PV_120_12157.mzXML
MyData
CON-PV_120_12158.mzXML
MyData
CON-PV_15_12106.mzXML
MyData
CON-PV_15_12107.mzXML
MyData
CON-PV_15_12108.mzXML
MyData
CON-PV_15_12109.mzXML
MyData
CON-PV_15_12110.mzXML
MyData
CON-PV_30_12116.mzXML
MyData
CON-PV_30_12117.mzXML
MyData
CON-PV_30_12118.mzXML
MyData
CON-PV_30_12119.mzXML
MyData
CON-PV_30_12120.mzXML
MyData
CON-PV_45_12126.mzXML
MyData
CON-PV_45_12127.mzXML
MyData
CON-PV_45_12128.mzXML
MyData
CON-PV_45_12129.mzXML
MyData
CON-PV_45_12130.mzXML
MyData
CON-PV_60_12136.mzXML
MyData
CON-PV_60_12137.mzXML
MyData
CON-PV_60_12138.mzXML
MyData
CON-PV_60_12139.mzXML
MyData
CON-PV_60_12140.mzXML
MyData
CON-PV_90_12146.mzXML
MyData
CON-PV_90_12147.mzXML
MyData
CON-PV_90_12148.mzXML
MyData
H12071.mzXML
MyData
H12091.mzXML
MyData
H12092.mzXML
MyData
H12093.mzXML
MyData
H12094.mzXML
MyData
H12095.mzXML
MyData
HFD-HV_0_13151.mzXML
MyData
HFD-HV_0_13152.mzXML
MyData
HFD-HV_0_13153.mzXML
MyData
HFD-HV_120_12151.mzXML
MyData
HFD-HV_120_12152.mzXML
MyData
HFD-HV_120_12153.mzXML
MyData
HFD-HV_15_12101.mzXML
MyData
HFD-HV_15_12102.mzXML
MyData
HFD-HV_15_12103.mzXML
MyData
HFD-HV_15_12104.mzXML
MyData
HFD-HV_15_12105.mzXML
MyData
HFD-HV_30_12121.mzXML
MyData
HFD-HV_30_12122.mzXML
MyData
HFD-HV_30_12123.mzXML
MyData
HFD-HV_30_12124.mzXML
MyData
HFD-HV_30_12125.mzXML
MyData
HFD-HV_45_12121.mzXML
MyData
HFD-HV_45_12122.mzXML
MyData
HFD-HV_45_12123.mzXML
MyData
HFD-HV_45_12124.mzXML
MyData
HFD-HV_45_12125.mzXML
MyData
HFD-HV_60_12121.mzXML
MyData
HFD-HV_60_12122.mzXML
MyData
HFD-HV_60_12123.mzXML
MyData
HFD-HV_60_12124.mzXML
MyData
HFD-HV_60_12125.mzXML
MyData
HFD-HV_90_12141.mzXML
MyData
HFD-HV_90_12142.mzXML
MyData
HFD-HV_90_12143.mzXML
MyData
HFD-PV_0_13151.mzXML
MyData
HFD-PV_0_13152.mzXML
MyData
HFD-PV_0_13153.mzXML
MyData
HFD-PV_120_12151.mzXML
MyData
HFD-PV_120_12152.mzXML
MyData
HFD-PV_120_12153.mzXML
MyData
HFD-PV_15_12101.mzXML
MyData
HFD-PV_15_12102.mzXML
MyData
HFD-PV_15_12103.mzXML
MyData
HFD-PV_15_12104.mzXML
MyData
HFD-PV_15_12105.mzXML
MyData
HFD-PV_30_12121.mzXML
MyData
HFD-PV_30_12122.mzXML
MyData
HFD-PV_30_12123.mzXML
MyData
HFD-PV_30_12124.mzXML
MyData
HFD-PV_30_12125.mzXML
MyData
HFD-PV_45_12121.mzXML
MyData
HFD-PV_45_12122.mzXML
MyData
HFD-PV_45_12123.mzXML
MyData
HFD-PV_45_12124.mzXML
MyData
HFD-PV_45_12125.mzXML
MyData
HFD-PV_60_12121.mzXML
MyData
HFD-PV_60_12122.mzXML
MyData
HFD-PV_60_12123.mzXML
MyData
HFD-PV_60_12124.mzXML
MyData
HFD-PV_60_12125.mzXML
MyData
HFD-PV_90_12141.mzXML
MyData
HFD-PV_90_12142.mzXML
MyData
HFD-PV_90_12143.mzXML
MyData
HV_7596.mzXML
MyData
HV_7597.mzXML
MyData
HV_931.mzXML
MyData
HV_932.mzXML
MyData
HV_933.mzXML
MyData
HV_934.mzXML
MyData
HV_935.mzXML
MyData
HV_937.mzXML
MyData
HV_938.mzXML
MyData
HV_939.mzXML
MyData
Jej-13163.mzXML
MyData
Jej-13166.mzXML
MyData
Jej-13167.mzXML
MyData
Jej-13170.mzXML
MyData
Jej-13171.mzXML
MyData
Jej-13172.mzXML
MyData
Jej_Group1_931.mzXML
MyData
Jej_Group1_932.mzXML
MyData
Jej_Group1_933.mzXML
MyData
Jej_Group1_934.mzXML
MyData
Jej_Group1_935.mzXML
MyData
Jej_Group2_7596.mzXML
MyData
Jej_Group2_7597.mzXML
MyData
Jej_Group2_937.mzXML
MyData
Jej_Group2_938.mzXML
MyData
Jej_Group2_939.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▉   | 2168/3150 [2:42:30<1:17:18,  4.72s/it]
MyData
KHK_Gly_1_000.mzXML
MyData
KHK_Gly_1_010.mzXML
MyData
KHK_Gly_1_030.mzXML
MyData
KHK_Gly_1_060.mzXML
MyData
KHK_Gly_1_120.mzXML
MyData
KHK_Gly_2_000.mzXML
MyData
KHK_Gly_2_010.mzXML
MyData
KHK_Gly_2_030.mzXML
MyData
KHK_Gly_2_060.mzXML
MyData
KHK_Gly_2_120.mzXML
MyData
KHK_Gly_3_000.mzXML
MyData
KHK_Gly_3_010.mzXML
MyData
KHK_Gly_3_030.mzXML
MyData
KHK_Gly_3_060.mzXML
MyData
KHK_Gly_3_120.mzXML
MyData
KHK_Gly_4_000.mzXML
MyData
KHK_Gly_4_010.mzXML
MyData
KHK_Gly_4_030.mzXML
MyData
KHK_Gly_4_060.mzXML
MyData
KHK_Gly_4_120.mzXML
MyData
KHK_Gly_5_000.mzXML
MyData
KHK_Gly_5_010.mzXML
MyData
KHK_Gly_5_030.mzXML
MyData
KHK_Gly_5_060.mzXML
MyData
KHK_Gly_5_120.mzXML
MyData
KHK_Gly_6_000.mzXML
MyData
KHK_Gly_6_010.mzXML
MyData
KHK_Gly_6_030.mzXML
MyData
KHK_Gly_6_060.mzXML
MyData
KHK_Gly_6_120.mzXML
MyData
L12086.mzXML
MyData
L12096.mzXML
MyData
L12097.mzXML
MyData
L12098.mzXML
MyData
L12099.mzXML
MyData
L12100.mzXML
MyData
Liver_Group1_931.mzXML
MyData
Liver_Group1_932.mzXML
MyData
Liver_Group1_933.mzXML
MyData
Liver_Group1_934.mzXML
MyData
Liver_Group1_935.mzXML
MyData
Liver_Group2_7596.mzXML
MyData
Liver_Group2_7597.mzXML
MyData
Liver_Group2_937.mzXML
MyData
Liver_Group2_938.mzXML
MyData
Liver_Group2_939.mzXML
MyData
Ms10_T0.mzXML
MyData
Ms10_T120.mzXML
MyData
Ms10_T30.mzXML
MyData
Ms10_T60.mzXML
MyData
Ms1_T0.mzXML
MyData
Ms1_T15.mzXML
MyData
Ms1_T45.mzXML
MyData
Ms1_T90.mzXML
MyData
Ms2_T0.mzXML
MyData
Ms2_T15.mzXML
MyData
Ms2_T45.mzXML
MyData
Ms2_T90.mzXML
MyData
Ms3_T0.mzXML
MyData
Ms3_T15.mzXML
MyData
Ms3_T45.mzXML
MyData
Ms3_T90.mzXML
MyData
Ms4_T0.mzXML
MyData
Ms4_T15.mzXML
MyData
Ms4_T45.mzXML
MyData
Ms4_T90.mzXML
MyData
Ms5_T0.mzXML
MyData
Ms5_T15.mzXML
MyData
Ms5_T45.mzXML
MyData
Ms5_T90.mzXML
MyData
Ms6_T0.mzXML
MyData
Ms6_T120.mzXML
MyData
Ms6_T30.mzXML
MyData
Ms6_T60.mzXML
MyData
Ms7_T0.mzXML
MyData
Ms7_T120.mzXML
MyData
Ms7_T30.mzXML
MyData
Ms7_T60.mzXML
MyData
Ms8_T0.mzXML
MyData
Ms8_T120.mzXML
MyData
Ms8_T30.mzXML
MyData
Ms8_T60.mzXML
MyData
Ms9_T0.mzXML
MyData
Ms9_T120.mzXML
MyData
Ms9_T30.mzXML
MyData
Ms9_T60.mzXML
MyData
PV_7596.mzXML
MyData
PV_7597.mzXML
MyData
PV_931.mzXML
MyData
PV_932.mzXML
MyData
PV_933.mzXML
MyData
PV_934.mzXML
MyData
PV_935.mzXML
MyData
PV_937.mzXML
MyData
PV_938.mzXML
MyData
PV_939.mzXML
MyData
Unlabeled_LC-HV_13634.mzXML
MyData
Unlabeled_LC-HV_13635.mzXML
MyData
Unlabeled_LC-HV_13637.mzXML
MyData
Unlabeled_LC-HV_13642.mzXML
MyData
Unlabeled_LC-HV_13646.mzXML
MyData
Unlabeled_LC-HV_13683.mzXML
MyData
Unlabeled_LF-HV_13626.mzXML
MyData
Unlabeled_LF-HV_13627.mzXML
MyData
Unlabeled_LF-HV_13628.mzXML
MyData
Unlabeled_LF-HV_13631.mzXML
MyData
Unlabeled_LF-HV_6348.mzXML
MyData
Unlabeled_LH-HV_10632.mzXML
MyData
Unlabeled_LH-HV_10684.mzXML
MyData
Unlabeled_LH-HV_914.mzXML
MyData
Unlabeled_LH-HV_916.mzXML
MyData
Unlabeled_LH-HV_917.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 291 rows!
Extracted information for 291 samples.
Processing  ST002929
Initiating REDU-table generation for AN004803
Rest length is 96
raw file key found.
Initiating REDU-table generation for AN004804
Rest length is 96
raw file key found.
Initiating REDU-table generation for AN004805
Rest length is 96
raw file key found.
Initiating REDU-table generation for AN004806
Rest length is 96
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG25.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG26.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG27.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG28.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG29.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG30.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG31.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG32.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG33.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG34.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG35.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG36.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG48.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG49.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG50.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG51.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG52.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG53.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG54.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG55.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG56.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG57.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG58.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_NEG59.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS25.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS26.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS27.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS28.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS29.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS30.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS31.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS32.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS33.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS34.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS35.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS36.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS48.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS49.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS50.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS51.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS52.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS53.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS54.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS55.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS56.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS57.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS58.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_C18_10122020_POS59.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG25.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG26.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG27.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG28.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG29.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG30.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG31.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG32.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG33.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG34.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG35.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▉   | 2169/3150 [2:42:34<1:17:10,  4.72s/it]
 69%|██████▉   | 2173/3150 [2:42:34<31:23,  1.93s/it]  
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG36.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG48.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG49.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG50.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG51.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG52.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG53.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG54.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG55.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG56.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG57.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG58.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_NEG59.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS25.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS26.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS27.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS28.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS29.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS30.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS31.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS32.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS33.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS34.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS35.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS36.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS48.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS49.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS50.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS51.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS52.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS53.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS54.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS55.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS56.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS57.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS58.mzXML
Final_HIFtissueMetabRAWfiles
Dasarathy_255Tissue_COPD_HILIC_10192020_POS59.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 96 rows!
Extracted information for 96 samples.
Processing  ST002362
No raw data detected. Ignoring ST002362
Processing  ST003132
No raw data detected. Ignoring ST003132
Processing  ST003520
No raw data detected. Ignoring ST003520
Processing  ST001880
No raw data detected. Ignoring ST001880
Processing  ST000845
Initiating REDU-table generation for AN001368
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 678.72it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▉   | 2175/3150 [2:42:37<27:13,  1.68s/it]
 69%|██████▉   | 2177/3150 [2:42:37<19:20,  1.19s/it]
 69%|██████▉   | 2180/3150 [2:42:37<12:00,  1.35it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▉   | 2182/3150 [2:42:40<15:45,  1.02it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▉   | 2185/3150 [2:42:45<19:21,  1.20s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-01.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-02.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-03.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-04.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-05.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-08.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-09.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-10.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-11.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-12.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-13.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-14.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-15.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-16.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-17.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-18.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-19.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-20.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-21.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-22.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-23.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-24.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-25.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-26.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-27.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-28.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-29.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-30.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-31.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-32.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-33.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-34.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-35.mzXML
Zeki Plasma BA
Raw Data
Zeki Plasma_Bile Acids-PLAZ-36.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 34 rows!
Extracted information for 34 samples.
Processing  ST002340
No raw data detected. Ignoring ST002340
Processing  ST001852
No raw data detected. Ignoring ST001852
Processing  ST000559
No raw data detected. Ignoring ST000559
Processing  ST000611
No raw data detected. Ignoring ST000611
Processing  ST000752
No raw data detected. Ignoring ST000752
Processing  ST001179
No raw data detected. Ignoring ST001179
Processing  ST001301
No raw data detected. Ignoring ST001301
Processing  ST001651
Initiating REDU-table generation for AN002697
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN002698
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Media_MetabolomicsWorkbench
20200312_POS_LFD_1_cellulose.raw
Media_MetabolomicsWorkbench
20200312_POS_LFD_1_inulin.raw
Media_MetabolomicsWorkbench
20200312_POS_LFD_2_cellulose.raw
Media_MetabolomicsWorkbench
20200312_POS_LFD_2_inulin.raw
Media_MetabolomicsWorkbench
20200312_POS_LFD_3_cellulose.raw
Media_MetabolomicsWorkbench
20200312_POS_LFD_3_inulin.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST001917
No raw data detected. Ignoring ST001917
Processing  ST003047
No raw data detected. Ignoring ST003047
Processing  ST002692
Initiating REDU-table generation for AN004365
Rest length is 363
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
BP_1.raw
BP_10.raw
BP_11.raw
BP_12.raw
BP_13.raw
BP_14.raw
BP_15.raw
BP_16.raw
BP_17.raw
BP_18.raw
BP_19.raw
BP_2.raw
BP_20.raw
BP_21.raw
BP_22.raw
BP_23.raw
BP_24.raw
BP_25.raw
BP_26.raw
BP_27.raw
BP_28.raw
BP_3.raw
BP_4.raw
BP_5.raw
BP_6.raw
BP_7.raw
BP_8.raw
BP_9.raw
NIST_1.raw
NIST_10.raw
NIST_11.raw
NIST_12.raw
NIST_13.raw
NIST_14.raw
NIST_15.raw
NIST_16.raw
NIST_17.raw
NIST_18.raw
NIST_19.raw
NIST_2.raw
NIST_20.raw
NIST_21.raw
NIST_22.raw
NIST_23.raw
NIST_24.raw
NIST_25.raw
NIST_26.raw
NIST_27.raw
NIST_28.raw
NIST_3.raw
NIST_4.raw
NIST_5.raw
NIST_6.raw
NIST_7.raw
NIST_8.raw
NIST_9.raw
SP_1.raw
SP_10.raw
SP_11.raw
SP_12.raw
SP_13.raw
SP_14.raw
SP_15.raw
SP_16.raw
SP_17.raw
SP_18.raw
SP_19.raw
SP_2.raw
SP_20.raw
SP_21.raw
SP_22.raw
SP_23.raw
SP_24.raw
SP_25.raw
SP_26.raw
SP_27.raw
SP_28.raw
SP_3.raw
SP_4.raw
SP_5.raw
SP_6.raw
SP_7.raw
SP_8.raw
SP_9.raw
S_1.raw
S_10.raw
S_100.raw
S_101.raw
S_102.raw
S_103.raw
S_104.raw
S_105.raw
S_106.raw
S_107.raw
S_108.raw
S_109.raw
S_11.raw
S_110.raw
S_111.raw
S_112.raw
S_113.raw
S_114.raw
S_115.raw
S_116.raw
S_117.raw
S_118.raw
S_119.raw
S_12.raw
S_120.raw
S_121.raw
S_122.raw
S_123.raw
S_124.raw
S_125.raw
S_126.raw
S_127.raw
S_128.raw
S_129.raw
S_13.raw
S_130.raw
S_131.raw
S_132.raw
S_133.raw
S_134.raw
S_135.raw
S_136.raw
S_137.raw
S_138.raw
S_139.raw
S_14.raw
S_140.raw
S_141.raw
S_142.raw
S_143.raw
S_144.raw
S_145.raw
S_146.raw
S_147.raw
S_148.raw
S_149.raw
S_15.raw
S_150.raw
S_151.raw
S_152.raw
S_153.raw
S_154.raw
S_155.raw
S_156.raw
S_157.raw
S_158.raw
S_159.raw
S_16.raw
S_160.raw
S_161.raw
S_162.raw
S_163.raw
S_164.raw
S_165.raw
S_166.raw
S_167.raw
S_168.raw
S_169.raw
S_17.raw
S_170.raw
S_171.raw
S_172.raw
S_173.raw
S_174.raw
S_175.raw
S_176.raw
S_177.raw
S_178.raw
S_179.raw
S_18.raw
S_180.raw
S_181.raw
S_182.raw
S_183.raw
S_184.raw
S_185.raw
S_186.raw
S_187.raw
S_188.raw
S_189.raw
S_19.raw
S_190.raw
S_191.raw
S_192.raw
S_193.raw
S_194.raw
S_195.raw
S_196.raw
S_197.raw
S_198.raw
S_199.raw
S_2.raw
S_20.raw
S_200.raw
S_201.raw
S_202.raw
S_203.raw
S_204.raw
S_205.raw
S_206.raw
S_207.raw
S_208.raw
S_209.raw
S_21.raw
S_210.raw
S_211.raw
S_212.raw
S_213.raw
S_214.raw
S_215.raw
S_216.raw
S_217.raw
S_218.raw
S_219.raw
S_22.raw
S_220.raw
S_221.raw
S_222.raw
S_223.raw
S_224.raw
S_225.raw
S_226.raw
S_227.raw
S_228.raw
S_229.raw
S_23.raw
S_230.raw
S_231.raw
S_232.raw
S_233.raw
S_234.raw
S_235.raw
S_236.raw
S_237.raw
S_238.raw
S_239.raw
S_24.raw
S_240.raw
S_241.raw
S_242.raw
S_243.raw
S_244.raw
S_245.raw
S_246.raw
S_247.raw
S_248.raw
S_249.raw
S_25.raw
S_250.raw
S_251.raw
S_252.raw
S_253.raw
S_254.raw
S_255.raw
S_256.raw
S_257.raw
S_258.raw
S_259.raw
S_26.raw
S_260.raw
S_261.raw
S_262.raw
S_263.raw
S_264.raw
S_265.raw
S_266.raw
S_267.raw
S_268.raw
S_269.raw
S_27.raw
S_270.raw
S_271.raw
S_272.raw
S_273.raw
S_274.raw
S_275.raw
S_276.raw
S_277.raw
S_278.raw
S_279.raw
S_28.raw
S_280.raw
S_29.raw
S_3.raw
S_31.raw
S_32.raw
S_33.raw
S_34.raw
S_35.raw
S_36.raw
S_37.raw
S_38.raw
S_39.raw
S_4.raw
S_40.raw
S_41.raw
S_42.raw
S_43.raw
S_44.raw
S_45.raw
S_46.raw
S_47.raw
S_48.raw
S_49.raw
S_5.raw
S_50.raw
S_51.raw
S_52.raw
S_53.raw
S_54.raw
S_55.raw
S_56.raw
S_57.raw
S_58.raw
S_59.raw
S_6.raw
S_60.raw
S_61.raw
S_62.raw
S_63.raw
S_64.raw
S_65.raw
S_66.raw
S_67.raw
S_68.raw
S_69.raw
S_7.raw
S_70.raw
S_71.raw
S_72.raw
S_73.raw
S_74.raw
S_75.raw
S_76.raw
S_77.raw
S_78.raw
S_79.raw
S_8.raw
S_80.raw
S_81.raw
S_82.raw
S_83.raw
S_84.raw
S_85.raw
S_86.raw
S_87.raw
S_88.raw
S_89.raw
S_9.raw
S_90.raw
S_91.raw
S_92.raw
S_93.raw
S_94.raw
S_95.raw
S_96.raw
S_97.raw
S_98.raw
S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 363 rows!
Extracted information for 363 samples.
Processing  ST002783
Initiating REDU-table generation for AN004530
Rest length is 144
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NIKP_WB_P
19_T0.25.mzML
NIKP_WB_P
19_T0.75.mzML
NIKP_WB_P
19_T0.mzML
NIKP_WB_P
19_T1.mzML
NIKP_WB_P/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▉   | 2186/3150 [2:42:48<23:00,  1.43s/it]
19_T2.mzML
NIKP_WB_P
19_T3.mzML
NIKP_WB_P
19_T4.mzML
NIKP_WB_P
20_T0.25.mzML
NIKP_WB_P
20_T0.75.mzML
NIKP_WB_P
20_T0.mzML
NIKP_WB_P
20_T1.mzML
NIKP_WB_P
20_T2.mzML
NIKP_WB_P
20_T3.mzML
NIKP_WB_P
20_T4.mzML
NIKP_WB_P
28_T0.25.mzML
NIKP_WB_P
28_T0.75.mzML
NIKP_WB_P
28_T0.mzML
NIKP_WB_P
28_T1.mzML
NIKP_WB_P
28_T2.mzML
NIKP_WB_P
28_T3.mzML
NIKP_WB_P
28_T4.mzML
NIKP_WB_P
29_T0.25.mzML
NIKP_WB_P
29_T0.75.mzML
NIKP_WB_P
29_T0.mzML
NIKP_WB_P
29_T1.mzML
NIKP_WB_P
29_T2.mzML
NIKP_WB_P
29_T3.mzML
NIKP_WB_P
29_T4.mzML
NIKP_WB_P
30_T0.25.mzML
NIKP_WB_P
30_T0.75.mzML
NIKP_WB_P
30_T0.mzML
NIKP_WB_P
30_T1.mzML
NIKP_WB_P
30_T2.mzML
NIKP_WB_P
30_T3.mzML
NIKP_WB_P
30_T4.mzML
NIKP_WB_P
31_T0.25.mzML
NIKP_WB_P
31_T0.75.mzML
NIKP_WB_P
31_T0.mzML
NIKP_WB_P
31_T1.mzML
NIKP_WB_P
31_T2.mzML
NIKP_WB_P
31_T3.mzML
NIKP_WB_P
31_T4.mzML
NIKP_WB_P
32_T0.25.mzML
NIKP_WB_P
32_T0.75.mzML
NIKP_WB_P
32_T0.mzML
NIKP_WB_P
32_T1.mzML
NIKP_WB_P
32_T2.mzML
NIKP_WB_P
32_T3.mzML
NIKP_WB_P
32_T4.mzML
NIKP_WB_P
33_T0.25.mzML
NIKP_WB_P
33_T0.75.mzML
NIKP_WB_P
33_T0.mzML
NIKP_WB_P
33_T1.mzML
NIKP_WB_P
33_T2.mzML
NIKP_WB_P
33_T3.mzML
NIKP_WB_P
33_T4.mzML
NIKP_WB_P
34_T0.25.mzML
NIKP_WB_P
34_T0.75.mzML
NIKP_WB_P
34_T0.mzML
NIKP_WB_P
34_T1.mzML
NIKP_WB_P
34_T2.mzML
NIKP_WB_P
34_T3.mzML
NIKP_WB_P
34_T4.mzML
NIKP_WB_P
67_T0.25.mzML
NIKP_WB_P
67_T0.75.mzML
NIKP_WB_P
67_T0.mzML
NIKP_WB_P
67_T1.mzML
NIKP_WB_P
67_T2.mzML
NIKP_WB_P
67_T3.mzML
NIKP_WB_P
67_T4.mzML
NIKP_WB_P
68_T0.25.mzML
NIKP_WB_P
68_T0.75.mzML
NIKP_WB_P
68_T0.mzML
NIKP_WB_P
68_T1.mzML
NIKP_WB_P
68_T2.mzML
NIKP_WB_P
68_T3.mzML
NIKP_WB_P
68_T4.mzML
NIKP_WB_P
69_T0.25.mzML
NIKP_WB_P
69_T0.75.mzML
NIKP_WB_P
69_T0.mzML
NIKP_WB_P
69_T1.mzML
NIKP_WB_P
69_T2.mzML
NIKP_WB_P
69_T3.mzML
NIKP_WB_P
69_T4.mzML
NIKP_WB_P
70_T0.25.mzML
NIKP_WB_P
70_T0.75.mzML
NIKP_WB_P
70_T0.mzML
NIKP_WB_P
70_T1.mzML
NIKP_WB_P
70_T2.mzML
NIKP_WB_P
70_T3.mzML
NIKP_WB_P
70_T4.mzML
NIKP_WB_P
71_T0.25.mzML
NIKP_WB_P
71_T0.75.mzML
NIKP_WB_P
71_T0.mzML
NIKP_WB_P
71_T1.mzML
NIKP_WB_P
71_T2.mzML
NIKP_WB_P
71_T3.mzML
NIKP_WB_P
71_T4.mzML
NIKP_WB_P
72_T0.25.mzML
NIKP_WB_P
72_T0.75.mzML
NIKP_WB_P
72_T0.mzML
NIKP_WB_P
72_T1.mzML
NIKP_WB_P
72_T2.mzML
NIKP_WB_P
72_T3.mzML
NIKP_WB_P
72_T4.mzML
NIKP_WB_P
73_T0.25.mzML
NIKP_WB_P
73_T0.75.mzML
NIKP_WB_P
73_T0.mzML
NIKP_WB_P
73_T1.mzML
NIKP_WB_P
73_T2.mzML
NIKP_WB_P
73_T3.mzML
NIKP_WB_P
73_T4.mzML
NIKP_WB_P
75_T0.25.mzML
NIKP_WB_P
75_T0.75.mzML
NIKP_WB_P
75_T0.mzML
NIKP_WB_P
75_T1.mzML
NIKP_WB_P
75_T2.mzML
NIKP_WB_P
75_T3.mzML
NIKP_WB_P
75_T4.mzML
NIKP_WB_P
76_T0.25.mzML
NIKP_WB_P
76_T0.75.mzML
NIKP_WB_P
76_T0.mzML
NIKP_WB_P
76_T1.mzML
NIKP_WB_P
76_T2.mzML
NIKP_WB_P
76_T3.mzML
NIKP_WB_P
76_T4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 126 rows!
Extracted information for 126 samples.
Processing  ST003489
Initiating REDU-table generation for AN005727
Rest length is 9
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/9 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 9/9 [00:00<00:00, 1276.80it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005728
Rest length is 9
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/9 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 9/9 [00:00<00:00, 1311.49it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 69%|██████▉   | 2187/3150 [2:42:50<27:10,  1.69s/it]
 70%|██████▉   | 2191/3150 [2:42:51<13:46,  1.16it/s]
 70%|██████▉   | 2193/3150 [2:42:51<10:34,  1.51it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
AA90 media raw files
negative
AA90-M231-1_r2-.raw
AA90 media raw files
negative
AA90-M231-2_r1-.raw
AA90 media raw files
negative
AA90-M231-3_r7-.raw
AA90 media raw files
negative
AA90-M231-4_r5-.raw
AA90 media raw files
negative
AA90-M231-5_r8-.raw
AA90 media raw files
negative
AA90-M231-6_r6-.raw
AA90 media raw files
negative
AA90-M231-7_r9-.raw
AA90 media raw files
negative
AA90-M231-8_r4-.raw
AA90 media raw files
negative
AA90-M231-9_r3-.raw
AA90 media raw files
positive
AA90-M231-1_r4+.raw
AA90 media raw files
positive
AA90-M231-2_r9+.raw
AA90 media raw files
positive
AA90-M231-3_r5+.raw
AA90 media raw files
positive
AA90-M231-4_r6+.raw
AA90 media raw files
positive
AA90-M231-5_r3+.raw
AA90 media raw files
positive
AA90-M231-6_r1+.raw
AA90 media raw files
positive
AA90-M231-7_r8+.raw
AA90 media raw files
positive
AA90-M231-8_r7+.raw
AA90 media raw files
positive
AA90-M231-9_r2+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000639
No raw data detected. Ignoring ST000639
Processing  ST001815
No raw data detected. Ignoring ST001815
Processing  ST003178
No raw data detected. Ignoring ST003178
Processing  ST002418
No raw data detected. Ignoring ST002418
Processing  ST000381
No raw data detected. Ignoring ST000381
Processing  ST002296
No raw data detected. Ignoring ST002296
Processing  ST002960
Initiating REDU-table generation for AN004861
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20210625_AJU_Y1_lipidomics
20210625_AJU_M1_lipidomics.mzML
20210625_AJU_Y1_lipidomics
20210625_AJU_M2_lipidomics.mzML
20210625_AJU_Y1_lipidomics
20210625_AJU_M3_lipidomics.mzML
20210625_AJU_Y1_lipidomics
20210625_AJU_Y1_lipidomics.mzML
20210625_AJU_Y1_lipidomics
20210625_AJU_Y2_lipidomics.mzML
20210625_AJU_Y1_lipidomics
20210625_AJU_Y3_lipidomics.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002303
Initiating REDU-table generation for AN003763
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 1000.89it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003764
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 985.54it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|██████▉   | 2195/3150 [2:42:56<18:40,  1.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|██████▉   | 2196/3150 [2:42:59<23:38,  1.49s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|██████▉   | 2197/3150 [2:43:01<25:22,  1.60s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
FIT2-LKO_01_neg.mzML
FIT2-LKO_01_pos.mzML
FIT2-LKO_02_neg.mzML
FIT2-LKO_02_pos.mzML
FIT2-LKO_03_neg.mzML
FIT2-LKO_03_pos.mzML
FIT2-LKO_04_neg.mzML
FIT2-LKO_04_pos.mzML
FIT2-LKO_05_neg.mzML
FIT2-LKO_05_pos.mzML
FIT2-LKO_06_neg.mzML
FIT2-LKO_06_pos.mzML
FIT2Flox_01_neg.mzML
FIT2Flox_01_pos.mzML
FIT2Flox_02_neg.mzML
FIT2Flox_02_pos.mzML
FIT2Flox_03_neg.mzML
FIT2Flox_03_pos.mzML
FIT2Flox_04_neg.mzML
FIT2Flox_04_pos.mzML
FIT2Flox_05_neg.mzML
FIT2Flox_05_pos.mzML
Nonextracted blank_neg.mzML
Nonextracted blank_pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002066
Initiating REDU-table generation for AN003365
Rest length is 31
raw file key found.
Initiating REDU-table generation for AN003366
Rest length is 31
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData
Blank_1.raw
MyData
Blank_2.raw
MyData
Blank_3.raw
MyData
Blank_4.raw
MyData
KKL_1.raw
MyData
KKL_3.raw
MyData
KKL_4.raw
MyData
KKL_5.raw
MyData
KK_1.raw
MyData
KK_2.raw
MyData
KK_3.raw
MyData
KK_4.raw
MyData
KK_5.raw
MyData
KL_1.raw
MyData
KL_2.raw
MyData
KL_3.raw
MyData
KL_4.raw
MyData
KL_5.raw
MyData
KP_1.raw
MyData
KP_2.raw
MyData
KP_3.raw
MyData
KP_4.raw
MyData
K_1.raw
MyData
K_2.raw
MyData
K_3.raw
MyData
K_4.raw
MyData
K_5.raw
MyData
QC_1.raw
MyData
QC_2.raw
MyData
QC_3.raw
MyData
QC_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST003389
Initiating REDU-table generation for AN005557
Did not receive valid mwTab json for AN005557!
Initiating REDU-table generation for AN005558
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
P0120230510
2DG-SL2.mzML
P0120230510
2DG-SL3.mzML
P0120230510
CK1.mzML
P0120230510
CK3.mzML
P0120230510
Re-SL1.mzML
P0120230510
Re-SL2.mzML
P0120230510
Re-SL3.mzML
P0120230510
SL1.mzML
P0120230510
SL2.mzML
P0120230510
SL3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST001461
No raw data detected. Ignoring ST001461
Processing  ST000988
Initiating REDU-table generation for AN001614
Rest length is 138
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_NIST1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_NIST2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep10.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep4.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep5.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep6.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep7.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep8.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_Rep9.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO001_SA042_1000aC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO002_SA044_1000aC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO003_SA011_1000aC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO004_SA051_1000bG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO005_SA002_1000bG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO006_SA030_1000bG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO007_SA037_1000cC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO008_SA020_1000cC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO009_SA049_1000cC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO010_SA038_1000dG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO011_SA041_1000dG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO012_SA023_1000dG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO013_SA007_1000eC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO014_SA035_1000eC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO015_SA004_1000eC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO016_SA040_1000fG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO017_SA018_1000fG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO018_SA022_1000fG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO019_SA014_1001aG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO020_SA021_1001aG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO021_SA034_1001aG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO022_SA024_1001bC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO023_SA012_1001bC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO024_SA016_1001bC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO025_SA036_1001dC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO026_SA019_1001dC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO027_SA001_1001dC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO028_SA009_1001eG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO029_SA053_1001eG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO030_SA050_1001eG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO031_SA043_1001fC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO032_SA017_1001fC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO033_SA045_1001fC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO034_SA013_1001gG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO035_SA047_1001gG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO036_SA015_1001gG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO037_SA048_1002aG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO038_SA008_1002aG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO039_SA046_1002aG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO040_SA029_1002bC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO041_SA052_1002bC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO042_SA031_1002bC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO043_SA003_1002cG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO044_SA025_1002cG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO045_SA026_1002cG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO046_SA005_1002dC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO047_SA006_1002dC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO048_SA010_1002dC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO049_SA032_1002eG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO050_SA027_1002eG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO051_SA054_1002eG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO052_SA033_1002fC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO053_SA028_1002fC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO054_SA039_1002fC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO055_SA078_1003aC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO056_SA057_1003aC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO057_SA071_1003aC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO058_SA099_1003bG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO059_SA060_1003bG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO060_SA072_1003bG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO061_SA074_1003cC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO062_SA055_1003cC2.raw
GLA STUDY Q Exactive HF/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|██████▉   | 2199/3150 [2:43:04<24:28,  1.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|██████▉   | 2201/3150 [2:43:06<21:39,  1.37s/it]
 70%|███████   | 2205/3150 [2:43:06<11:15,  1.40it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|███████   | 2207/3150 [2:43:09<13:33,  1.16it/s]
Raw Data
GLA_QEx_Lipids_SO063_SA083_1003cC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO064_SA064_1003dG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO065_SA062_1003dG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO066_SA090_1003dG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO067_SA098_1003eC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO068_SA094_1003eC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO069_SA068_1003eC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO070_SA084_1003fG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO071_SA097_1003fG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO072_SA092_1003fG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO073_SA066_1005aG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO074_SA089_1005aG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO075_SA088_1005aG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO076_SA058_1005bC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO077_SA082_1005bC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO078_SA091_1005bC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO079_SA070_1005cG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO080_SA079_1005cG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO081_SA067_1005cG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO082_SA063_1005dC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO083_SA069_1005dC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO084_SA081_1005dC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO085_SA076_1005fC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO086_SA095_1005fC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO087_SA056_1005fC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO088_SA073_1005gG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO089_SA080_1005gG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO090_SA087_1005gG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO091_SA061_1006aC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO092_SA065_1006aC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO093_SA075_1006aC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO094_SA085_1006bG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO095_SA059_1006bG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO096_SA093_1006bG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO097_SA086_1006cC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO098_SA077_1006cC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO099_SA096_1006cC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO100_SA118_1006dG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO101_SA104_1006dG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO102_SA116_1006dG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO103_SA108_1006eG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO104_SA112_1006eG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO105_SA125_1006eG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO106_SA123_1006fG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO107_SA107_1006fG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO108_SA124_1006fG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO109_SA122_1007aC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO110_SA100_1007aC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO111_SA102_1007aC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO112_SA103_1007bG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO113_SA113_1007bG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO114_SA119_1007bG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO115_SA106_1007cC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO116_SA111_1007cC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO117_SA101_1007cC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO118_SA110_1007dG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO119_SA121_1007dG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO120_SA114_1007dG3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO121_SA105_1007eC1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO122_SA120_1007eC2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO123_SA115_1007eC3.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO124_SA126_1007fG1.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO125_SA117_1007fG2.raw
GLA STUDY Q Exactive HF
Raw Data
GLA_QEx_Lipids_SO126_SA109_1007fG3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 138 rows!
Extracted information for 138 samples.
Processing  ST000319
No raw data detected. Ignoring ST000319
Processing  ST001872
Initiating REDU-table generation for AN003034
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST1.raw
ST10.raw
ST2.raw
ST3.raw
ST4.raw
ST5.raw
ST6.raw
ST7.raw
ST8.raw
ST9.raw
SV1.raw
SV10.raw
SV2.raw
SV3.raw
SV4.raw
SV5.raw
SV6.raw
SV7.raw
SV8.raw
SV9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002627
No raw data detected. Ignoring ST002627
Processing  ST001172
No raw data detected. Ignoring ST001172
Processing  ST000027
No raw data detected. Ignoring ST000027
Processing  ST001169
No raw data detected. Ignoring ST001169
Processing  ST003080
Initiating REDU-table generation for AN005038
Rest length is 27
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP963.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP964.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP965.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP966.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP967.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP968.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP969.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP973_pool1xa.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP973_pool1xb.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP973_pool1xc.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP974_pool03x.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP975_pool01xa.raw
20220303_QEF1_HILIC_eCSF_PolyIC2h5m_BP975_pool01xb.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP1003_pool1xa.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP1003_pool1xb.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP1003_pool1xc.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP1004_pool03x.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP1005_pool01xb.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP1005_pool01xb_20220607081030.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP986.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP987.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP988.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP989.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP990.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP991.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP992.raw
20220527_QEF1-HILIC_MIAshortRepeat_BP993.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST000034
No raw data detected. Ignoring ST000034
Processing  ST000481
Initiating REDU-table generation for AN001449
Rest length is 17
Adding raw data not present in REST for sample C94 named 150807ajcsa08
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

 70%|███████   | 2208/3150 [2:43:09<12:31,  1.25it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|███████   | 2212/3150 [2:43:12<11:14,  1.39it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|███████   | 2213/3150 [2:43:14<15:27,  1.01it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|███████   | 2214/3150 [2:43:16<18:20,  1.18s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|███████   | 2215/3150 [2:43:19<22:54,  1.47s/it]
Processing  ST002829
No raw data detected. Ignoring ST002829
Processing  ST000485
No raw data detected. Ignoring ST000485
Processing  ST001267
No raw data detected. Ignoring ST001267
Processing  ST001274
Initiating REDU-table generation for AN002115
Rest length is 68
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pathogen_Box_Metabolomics
DMSO_5.raw
Pathogen_Box_Metabolomics
DMSO_6.raw
Pathogen_Box_Metabolomics
DMSO_7.raw
Pathogen_Box_Metabolomics
DMSO_8.raw
Pathogen_Box_Metabolomics
MMV099637_1.raw
Pathogen_Box_Metabolomics
MMV099637_2.raw
Pathogen_Box_Metabolomics
MMV099637_3.raw
Pathogen_Box_Metabolomics
MMV099637_4.raw
Pathogen_Box_Metabolomics
MMV652003_1.raw
Pathogen_Box_Metabolomics
MMV652003_2.raw
Pathogen_Box_Metabolomics
MMV652003_3.raw
Pathogen_Box_Metabolomics
MMV676600_1.raw
Pathogen_Box_Metabolomics
MMV676600_2.raw
Pathogen_Box_Metabolomics
MMV676600_3.raw
Pathogen_Box_Metabolomics
MMV676600_4.raw
Pathogen_Box_Metabolomics
MMV676604_1.raw
Pathogen_Box_Metabolomics
MMV676604_2.raw
Pathogen_Box_Metabolomics
MMV676604_3.raw
Pathogen_Box_Metabolomics
MMV676604_4.raw
Pathogen_Box_Metabolomics
MMV687706_1.raw
Pathogen_Box_Metabolomics
MMV687706_2.raw
Pathogen_Box_Metabolomics
MMV687706_3.raw
Pathogen_Box_Metabolomics
MMV687706_4.raw
Pathogen_Box_Metabolomics
MMV688179_1.raw
Pathogen_Box_Metabolomics
MMV688179_3.raw
Pathogen_Box_Metabolomics
MMV688179_4.raw
Pathogen_Box_Metabolomics
MMV688271_2.raw
Pathogen_Box_Metabolomics
MMV688271_3.raw
Pathogen_Box_Metabolomics
MMV688271_4.raw
Pathogen_Box_Metabolomics
MMV688279_1.raw
Pathogen_Box_Metabolomics
MMV688279_3.raw
Pathogen_Box_Metabolomics
MMV688279_4.raw
Pathogen_Box_Metabolomics
MMV688467_1.raw
Pathogen_Box_Metabolomics
MMV688467_3.raw
Pathogen_Box_Metabolomics
MMV688467_4.raw
Pathogen_Box_Metabolomics
MMV688776_1.raw
Pathogen_Box_Metabolomics
MMV688776_2.raw
Pathogen_Box_Metabolomics
MMV688776_3.raw
Pathogen_Box_Metabolomics
MMV688776_4.raw
Pathogen_Box_Metabolomics
MMV688796_1.raw
Pathogen_Box_Metabolomics
MMV688796_2.raw
Pathogen_Box_Metabolomics
MMV688796_3.raw
Pathogen_Box_Metabolomics
MMV688796_4.raw
Pathogen_Box_Metabolomics
MMV688797_1.raw
Pathogen_Box_Metabolomics
MMV688797_2.raw
Pathogen_Box_Metabolomics
MMV688797_3.raw
Pathogen_Box_Metabolomics
MMV688797_4.raw
Pathogen_Box_Metabolomics
MMV688798_1.raw
Pathogen_Box_Metabolomics
MMV688798_2.raw
Pathogen_Box_Metabolomics
MMV688798_3.raw
Pathogen_Box_Metabolomics
MMV688798_4.raw
Pathogen_Box_Metabolomics
MMV688958_1.raw
Pathogen_Box_Metabolomics
MMV688958_2.raw
Pathogen_Box_Metabolomics
MMV688958_3.raw
Pathogen_Box_Metabolomics
MMV688958_4.raw
Pathogen_Box_Metabolomics
MMV689028_1.raw
Pathogen_Box_Metabolomics
MMV689028_2.raw
Pathogen_Box_Metabolomics
MMV689028_3.raw
Pathogen_Box_Metabolomics
MMV689029_1.raw
Pathogen_Box_Metabolomics
MMV689029_2.raw
Pathogen_Box_Metabolomics
MMV689029_4.raw
Pathogen_Box_Metabolomics
MMV690027_1.raw
Pathogen_Box_Metabolomics
MMV690027_2.raw
Pathogen_Box_Metabolomics
MMV690027_4.raw
Pathogen_Box_Metabolomics
MMV690028_1.raw
Pathogen_Box_Metabolomics
MMV690028_2.raw
Pathogen_Box_Metabolomics
MMV690028_3.raw
Pathogen_Box_Metabolomics
MMV690028_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 68 rows!
Extracted information for 68 samples.
Processing  ST002522
Initiating REDU-table generation for AN004155
Rest length is 18
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004156
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
fast nac
NEG
WT18FAST.raw
fast nac
NEG
WT19FAST.raw
fast nac
NEG
WT20FAST.raw
fast nac
NEG
WT21FASTNAC.raw
fast nac
NEG
WT22FASTNAC.raw
fast nac
NEG
WT23FASTNAC.raw
fast nac
POS
WT18FAST.raw
fast nac
POS
WT19FAST.raw
fast nac
POS
WT20FAST.raw
fast nac
POS
WT21FASTNAC.raw
fast nac
POS
WT22FASTNAC.raw
fast nac
POS
WT23FASTNAC.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST003018
Initiating REDU-table generation for AN004952
Rest length is 16
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1081.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1082.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1083.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1084.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1089.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1090.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1091.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1092.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1093.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1094.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1095.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1096.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1101.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1102.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1103.raw
Dataset19_longterm_lowFA_PKCi_K562_polar
Copy of 20231006_QEF1_HILIC_AM_revision_exp4_K562_AM1104.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST002685
Initiating REDU-table generation for AN004358
Rest length is 57
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217016907.raw
90225016907.raw
90229016907.raw
90232016907.raw
90237016907.raw
90239016907.raw
90251016907.raw
90252016907.raw
90254016907.raw
90265016907.raw
90266016907.raw
90280016907.raw
90281016907.raw
90283016907.raw
90289016907.raw
90406016907.raw
90410016907.raw
90412016907.raw
90416016907.raw
90420016907.raw
90421016907.raw
90422016907.raw
90423016907.raw
90426016907.raw
90430016907.raw
90439016907.raw
90441016907.raw
90444016907.raw
90449016907.raw
90450016907.raw
90559016907.raw
90560016907.raw
90567016907.raw
90571016907.raw
90576016907.raw
90578016907.raw
90581016907.raw
90585016907.raw
90587016907.raw
IPE_Reference_BAT.raw
IPE_Reference_BAT02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC09.raw
SED_Reference_BAT.raw
SED_Reference_BAT02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 57 rows!
Extracted information for 57 samples.
Processing  ST001036
No raw data detected. Ignoring ST001036
Processing  ST002553
Initiating REDU-table generation for AN004204
Rest length is 176
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Arabic gum
Arabic Gum-C01-01-6597.d
Arabic gum
Arabic Gum-C01-02-6598.d
Arabic gum
Arabic Gum-C18-01-6632.d/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|███████   | 2217/3150 [2:43:22<21:47,  1.40s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|███████   | 2219/3150 [2:43:24<19:53,  1.28s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 70%|███████   | 2220/3150 [2:43:42<1:10:10,  4.53s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████   | 2221/3150 [2:43:44<1:02:21,  4.03s/it]
 71%|███████   | 2223/3150 [2:43:44<38:41,  2.50s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████   | 2224/3150 [2:43:46<37:25,  2.42s/it]
Arabic gum
Arabic Gum-C22-01-6641.d
Arabic gum
Arabic Gum-T03-01-6691.d
Arabic gum
Arabic Gum-T28-01-6744.d
Arabic gum
Arabic Gum-T29-01-6749.d
Arabic gum
Arabic Gum-T43-02-6779.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST001207
No raw data detected. Ignoring ST001207
Processing  ST002489
Initiating REDU-table generation for AN004063
Rest length is 15
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
negative
AG-23-TC-10_r2-.raw
negative
AG-23-TC-11_r9-.raw
negative
AG-23-TC-12_r15-.raw
negative
AG-23-TC-13_r7-.raw
negative
AG-23-TC-14_r13-.raw
negative
AG-23-TC-15_r10-.raw
negative
AG-23-TC-1_r6-.raw
negative
AG-23-TC-2_r4-.raw
negative
AG-23-TC-3_r3-.raw
negative
AG-23-TC-4_r8-.raw
negative
AG-23-TC-5_r12-.raw
negative
AG-23-TC-6_r11-.raw
negative
AG-23-TC-7_r14-.raw
negative
AG-23-TC-8_r1-.raw
negative
AG-23-TC-9_r5-.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST000117
Initiating REDU-table generation for AN000198
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000117
GCTOF netcdf
140826bmssa01_1.cdf
ST000117
GCTOF netcdf
140826bmssa02_1.cdf
ST000117
GCTOF netcdf
140826bmssa03_1.cdf
ST000117
GCTOF netcdf
140826bmssa04_1.cdf
ST000117
GCTOF netcdf
140826bmssa05_1.cdf
ST000117
GCTOF netcdf
140826bmssa06_1.cdf
ST000117
GCTOF netcdf
140826bmssa07_1.cdf
ST000117
GCTOF netcdf
140826bmssa08_1.cdf
ST000117
GCTOF netcdf
140826bmssa09_1.cdf
ST000117
GCTOF netcdf
140826bmssa10_1.cdf
ST000117
GCTOF netcdf
140826bmssa11_1.cdf
ST000117
GCTOF netcdf
140826bmssa12_1.cdf
ST000117
GCTOF netcdf
140826bmssa13_1.cdf
ST000117
GCTOF netcdf
140826bmssa14_1.cdf
ST000117
GCTOF netcdf
140826bmssa15_1.cdf
ST000117
GCTOF netcdf
140826bmssa16_1.cdf
ST000117
GCTOF netcdf
140826bmssa17_1.cdf
ST000117
GCTOF netcdf
140826bmssa18_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST002491
Initiating REDU-table generation for AN004065
Rest length is 56
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CYP substrate data
1_SERUM_HETS1.mzML
CYP substrate data
1_SERUM_HETS2.mzML
CYP substrate data
1_SERUM_HETS3.mzML
CYP substrate data
1_SERUM_HETS4.mzML
CYP substrate data
1_SERUM_HETS5.mzML
CYP substrate data
1_SERUM_HETS6.mzML
CYP substrate data
1_SERUM_KO1.mzML
CYP substrate data
1_SERUM_KO2.mzML
CYP substrate data
1_SERUM_KO3.mzML
CYP substrate data
1_SERUM_KO4.mzML
CYP substrate data
1_SERUM_KO5.mzML
CYP substrate data
1_SERUM_KO6.mzML
CYP substrate data
1_SERUM_WT1.mzML
CYP substrate data
1_SERUM_WT10.mzML
CYP substrate data
1_SERUM_WT11.mzML
CYP substrate data
1_SERUM_WT12.mzML
CYP substrate data
1_SERUM_WT2.mzML
CYP substrate data
1_SERUM_WT3.mzML
CYP substrate data
1_SERUM_WT4.mzML
CYP substrate data
1_SERUM_WT5.mzML
CYP substrate data
1_SERUM_WT6.mzML
CYP substrate data
1_SERUM_WT7.mzML
CYP substrate data
1_SERUM_WT8.mzML
CYP substrate data
1_SERUM_WT9.mzML
CYP substrate data
1_STD1.mzML
CYP substrate data
1_STD10.mzML
CYP substrate data
1_STD2.mzML
CYP substrate data
1_STD3.mzML
CYP substrate data
1_STD4.mzML
CYP substrate data
1_STD5.mzML
CYP substrate data
1_STD6.mzML
CYP substrate data
1_STD7.mzML
CYP substrate data
1_STD8.mzML
CYP substrate data
1_STD9.mzML
CYP substrate data
2_SERUM_C1.mzML
CYP substrate data
2_SERUM_C2.mzML
CYP substrate data
2_SERUM_C3.mzML
CYP substrate data
2_SERUM_C4.mzML
CYP substrate data
2_SERUM_C5.mzML
CYP substrate data
2_SERUM_C6.mzML
CYP substrate data
2_SERUM_PCB1.mzML
CYP substrate data
2_SERUM_PCB2.mzML
CYP substrate data
2_SERUM_PCB3.mzML
CYP substrate data
2_SERUM_PCB4.mzML
CYP substrate data
2_SERUM_PCB5.mzML
CYP substrate data
2_SERUM_PCB6.mzML
CYP substrate data
2_STD1.mzML
CYP substrate data
2_STD10.mzML
CYP substrate data
2_STD2.mzML
CYP substrate data
2_STD3.mzML
CYP substrate data
2_STD4.mzML
CYP substrate data
2_STD5.mzML
CYP substrate data
2_STD6.mzML
CYP substrate data
2_STD7.mzML
CYP substrate data
2_STD8.mzML
CYP substrate data
2_STD9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 56 rows!
Extracted information for 56 samples.
Processing  ST001099
No raw data detected. Ignoring ST001099
Processing  ST001349
No raw data detected. Ignoring ST001349
Processing  ST003303
Initiating REDU-table generation for AN005413
Rest length is 41
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Gardenia
LS_iHILIC_NEG_CSF_10C_36.mzML
Gardenia
LS_iHILIC_NEG_CSF_10P2_53.mzML
Gardenia
LS_iHILIC_NEG_CSF_11C_28.mzML
Gardenia
LS_iHILIC_NEG_CSF_11P1_24.mzML
Gardenia
LS_iHILIC_NEG_CSF_11P2_27.mzML
Gardenia
LS_iHILIC_NEG_CSF_12C_38.mzML
Gardenia
LS_iHILIC_NEG_CSF_12P1_66.mzML
Gardenia
LS_iHILIC_NEG_CSF_12P2_32.mzML
Gardenia
LS_iHILIC_NEG_CSF_13P1_54.mzML
Gardenia
LS_iHILIC_NEG_CSF_13P2_39.mzML
Gardenia
LS_iHILIC_NEG_CSF_14P1_61.mzML
Gardenia
LS_iHILIC_NEG_CSF_14P2_42.mzML
Gardenia
LS_iHILIC_NEG_CSF_15P1_26.mzML
Gardenia
LS_iHILIC_NEG_CSF_15P2_40.mzML
Gardenia
LS_iHILIC_NEG_CSF_16P2_58.mzML
Gardenia
LS_iHILIC_NEG_CSF_17P1_60.mzML
Gardenia
LS_iHILIC_NEG_CSF_17P2_63.mzML
Gardenia
LS_iHILIC_NEG_CSF_18P2_48.mzML
Gardenia
LS_iHILIC_NEG_CSF_19P1_43.mzML
Gardenia
LS_iHILIC_NEG_CSF_19P2_49.mzML
Gardenia
LS_iHILIC_NEG_CSF_1C_56.mzML
Gardenia
LS_iHILIC_NEG_CSF_1P2_62.mzML
Gardenia
LS_iHILIC_NEG_CSF_20P1_37.mzML
Gardenia
LS_iHILIC_NEG_CSF_20P2_47.mzML
Gardenia
LS_iHILIC_NEG_CSF_2P2_50.mzML
Gardenia
LS_iHILIC_NEG_CSF_3C_35.mzML
Gardenia
LS_iHILIC_NEG_CSF_3P2_64.mzML
Gardenia
LS_iHILIC_NEG_CSF_4C_45.mzML
Gardenia
LS_iHILIC_NEG_CSF_4P2_23.mzML
Gardenia
LS_iHILIC_NEG_CSF_5C_29.mzML
Gardenia
LS_iHILIC_NEG_CSF_5P1_30.mzML
Gardenia
LS_iHILIC_NEG_CSF_5P2_34.mzML
Gardenia
LS_iHILIC_NEG_CSF_6C_46.mzML
Gardenia
LS_iHILIC_NEG_CSF_6P1_57.mzML
Gardenia
LS_iHILIC_NEG_CSF_6P2_25.mzML
Gardenia
LS_iHILIC_NEG_CSF_7C_59.mzML
Gardenia
LS_iHILIC_NEG_CSF_7P1_41.mzML
Gardenia
LS_iHILIC_NEG_CSF_7P2_65.mzML
Gardenia
LS_iHILIC_NEG_CSF_8P2_31.mzML
Gardenia
LS_iHILIC_NEG_CSF_9C_51.mzML
Gardenia
LS_iHILIC_NEG_CSF_9P2_52.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 41 rows!
Extracted information for 41 samples.
Processing  ST000051
No raw data detected. Ignoring ST000051
Processing  ST001405
Initiating REDU-table generation for AN002347
Rest length is 92
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002348
Rest length is 92
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
LIPNEG17MAR_01.BLANK.1.mzML
LIPNEG17MAR_02.POOL.1.mzML
LIPNEG17MAR_07.73.mzML
LIPNEG17MAR_09.38.mzML
LIPNEG17MAR_10.111.mzML
LIPNEG17MAR_11.191.mzML
LIPNEG17MAR_12.74.mzML
LIPNEG17MAR_15.118.mzML
LIPNEG17MAR_16.12.mzML
LIPNEG17MAR_18.146.mzML
LIPNEG17MAR_20.BLANK.2.mzML
LIPNEG17MAR_21.POOL.2.mzML
LIPNEG17MAR_25.110.mzML
LIPNEG17MAR_27.37.mzML
LIPNEG17MAR_30.75.mzML
LIPNEG17MAR_31.46.mzML
LIPNEG17MAR_32.119.mzML
LIPNEG17MAR_33.47.mzML
LIPNEG17MAR_37.154.mzML
LIPNEG17MAR_38.183.mzML
LIPNEG17MAR_39.192.mzML
LIPNEG17MAR_40.190.mzML
LIPNEG17MAR_42.BLANK3.mzML
LIPNEG17MAR_43.POOL.3.mzML
LIPNEG17MAR_47.1.mzML
LIPNEG17MAR_51.145.mzML
LIPNEG17MAR_52.3.mzML
LIPNEG17MAR_53.109.mzML
LIPNEG17MAR_56.10.mzML
LIPNEG17MAR_57.155.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████   | 2226/3150 [2:43:50<33:59,  2.21s/it]
LIPNEG17MAR_58.156.mzML
LIPNEG17MAR_59.48.mzML
LIPNEG17MAR_60.84.mzML
LIPNEG17MAR_62.BLANK.4.mzML
LIPNEG17MAR_63.POOL.4.mzML
LIPNEG17MAR_67.181.mzML
LIPNEG17MAR_69.11.mzML
LIPNEG17MAR_70.182.mzML
LIPNEG17MAR_71.2.mzML
LIPNEG17MAR_72.147.mzML
LIPNEG17MAR_76.120.mzML
LIPNEG17MAR_77.82.mzML
LIPNEG17MAR_83.83.mzML
LIPNEG17MAR_84.39.mzML
LIPNEG17MAR_89.BLANK.5.mzML
LIPNEG17MAR_90.POOL.5.mzML
LIPPOS17MAR_01.BLANK.1.mzML
LIPPOS17MAR_02.POOL.1.mzML
LIPPOS17MAR_05.39.mzML
LIPPOS17MAR_07.73.mzML
LIPPOS17MAR_09.38.mzML
LIPPOS17MAR_10.111.mzML
LIPPOS17MAR_11.191.mzML
LIPPOS17MAR_12.74.mzML
LIPPOS17MAR_15.118.mzML
LIPPOS17MAR_16.12.mzML
LIPPOS17MAR_18.146.mzML
LIPPOS17MAR_20.BLANK.2.mzML
LIPPOS17MAR_21.POOL.2.mzML
LIPPOS17MAR_25.110.mzML
LIPPOS17MAR_27.37.mzML
LIPPOS17MAR_30.75.mzML
LIPPOS17MAR_31.46.mzML
LIPPOS17MAR_32.119.mzML
LIPPOS17MAR_33.47.mzML
LIPPOS17MAR_37.154.mzML
LIPPOS17MAR_38.183.mzML
LIPPOS17MAR_39.192.mzML
LIPPOS17MAR_40.190.mzML
LIPPOS17MAR_42.BLANK3.mzML
LIPPOS17MAR_43.POOL.3.mzML
LIPPOS17MAR_47.1.mzML
LIPPOS17MAR_51.145.mzML
LIPPOS17MAR_52.3.mzML
LIPPOS17MAR_53.109.mzML
LIPPOS17MAR_56.10.mzML
LIPPOS17MAR_57.155.mzML
LIPPOS17MAR_58.156.mzML
LIPPOS17MAR_59.48.mzML
LIPPOS17MAR_60.84.mzML
LIPPOS17MAR_62.BLANK.4.mzML
LIPPOS17MAR_63.POOL.4.mzML
LIPPOS17MAR_67.181.mzML
LIPPOS17MAR_69.11.mzML
LIPPOS17MAR_70.182.mzML
LIPPOS17MAR_71.2.mzML
LIPPOS17MAR_72.147.mzML
LIPPOS17MAR_76.120.mzML
LIPPOS17MAR_77.82.mzML
LIPPOS17MAR_81.BLANK.5.mzML
LIPPOS17MAR_82.POOL.5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 91 rows!
Extracted information for 91 samples.
Processing  ST000491
No raw data detected. Ignoring ST000491
Processing  ST001236
Initiating REDU-table generation for AN002054
Rest length is 244
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/178 [00:00<?, ?it/s]

Mapping potential matches:   6%|▌         | 10/178 [00:00<00:01, 92.40it/s]

Mapping potential matches:  11%|█         | 20/178 [00:00<00:01, 94.36it/s]

Mapping potential matches:  17%|█▋        | 30/178 [00:00<00:01, 93.63it/s]

Mapping potential matches:  22%|██▏       | 40/178 [00:00<00:01, 93.81it/s]

Mapping potential matches:  28%|██▊       | 50/178 [00:00<00:01, 93.77it/s]

Mapping potential matches:  34%|███▎      | 60/178 [00:00<00:01, 93.63it/s]

Mapping potential matches:  39%|███▉      | 70/178 [00:00<00:01, 92.95it/s]

Mapping potential matches:  45%|████▍     | 80/178 [00:00<00:01, 92.73it/s]

Mapping potential matches:  51%|█████     | 90/178 [00:00<00:00, 90.45it/s]

Mapping potential matches:  56%|█████▌    | 100/178 [00:01<00:00, 91.48it/s]

Mapping potential matches:  62%|██████▏   | 110/178 [00:01<00:00, 91.93it/s]

Mapping potential matches:  67%|██████▋   | 120/178 [00:01<00:00, 92.54it/s]

Mapping potential matches:  73%|███████▎  | 130/178 [00:01<00:00, 92.40it/s]

Mapping potential matches:  79%|███████▊  | 140/178 [00:01<00:00, 92.97it/s]

Mapping potential matches:  84%|████████▍ | 150/178 [00:01<00:00, 93.62it/s]

Mapping potential matches:  90%|████████▉ | 160/178 [00:01<00:00, 93.43it/s]

Mapping potential matches:  96%|█████████▌| 170/178 [00:01<00:00, 94.11it/s]
Mapping potential matches: 100%|██████████| 178/178 [00:01<00:00, 93.13it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████   | 2228/3150 [2:43:58<43:31,  2.83s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
0004_Marios_RCC_HP-000100032-1.raw
0007_Marios_RCC_HP-000100043-1.raw
0008_Marios_RCC_HP-000100043-2.raw
0009_Marios_RCC_HP-000100043-3.raw
0014_Marios_RCC_HP-000100072-2.raw
0019_Marios_RCC_HP-000100118-1.raw
0022_Marios_RCC_HP-000200042-1.raw
0023_Marios_RCC_HP-000200048-1.raw
0024_Marios_RCC_HP-000200048-2.raw
0025_Marios_RCC_HP-000200048-3.raw
0029_Marios_RCC_HP-000200064-1.raw
0030_Marios_RCC_HP-000200064-2.raw
0031_Marios_RCC_HP-000200064-3.raw
0032_Marios_RCC_HP-000200084-1.raw
0033_Marios_RCC_HP-000200084-2.raw
0034_Marios_RCC_HP-000200084-3.raw
0039_Marios_RCC_HP-000300015-1.raw
0040_Marios_RCC_HP-000300015-2.raw
0040a_Marios_RCC_HP-RPREFA03.raw
0040b_Marios_RCC_HP-RPREFB03.raw
0041_Marios_RCC_HP-000300015-3.raw
0042_Marios_RCC_HP-000300026-1.raw
0043_Marios_RCC_HP-000300114-1.raw
0044_Marios_RCC_HP-000300114-2.raw
0045_Marios_RCC_HP-000300114-3.raw
0046_Marios_RCC_HP-000300117-1.raw
0047_Marios_RCC_HP-000300117-2.raw
0048_Marios_RCC_HP-000300117-3.raw
0049_Marios_RCC_HP-000400035-1.raw
0050_Marios_RCC_HP-000400049-1.raw
0051_Marios_RCC_HP-000400049-2.raw
0052_Marios_RCC_HP-000400049-3.raw
0053_Marios_RCC_HP-000400054-1.raw
0054_Marios_RCC_HP-000400054-2.raw
0055_Marios_RCC_HP-000400054-3.raw
0056_Marios_RCC_HP-000400068-1.raw
0057_Marios_RCC_HP-000400068-2.raw
0058_Marios_RCC_HP-000400095-1.raw
0059_Marios_RCC_HP-000400095-2.raw
0060a_Marios_RCC_HP-RPREFA04.raw
0060b_Marios_RCC_HP-RPREFB04.raw
0064_Marios_RCC_HP-000500003-2.raw
0065_Marios_RCC_HP-000500004-1.raw
0066_Marios_RCC_HP-000500004-2.raw
0067_Marios_RCC_HP-000500004-3.raw
0069_Marios_RCC_HP-000500006-2.raw
0074_Marios_RCC_HP-000500018-1.raw
0079_Marios_RCC_HP-000500022-1.raw
0084_Marios_RCC_HP-000500023-3.raw
0087_Marios_RCC_HP-000500029-1.raw
0088_Marios_RCC_HP-000500029-2.raw
0089_Marios_RCC_HP-000500029-3.raw
0090_Marios_RCC_HP-000500041-1.raw
0091_Marios_RCC_HP-000500041-2.raw
0092_Marios_RCC_HP-000500041-3.raw
0093_Marios_RCC_HP-000500050-1.raw
0094_Marios_RCC_HP-000500050-2.raw
0095_Marios_RCC_HP-000500050-3.raw
0096_Marios_RCC_HP-000500063-1.raw
0097_Marios_RCC_HP-000500073-1.raw
0098_Marios_RCC_HP-000500073-2.raw
0099_Marios_RCC_HP-000500073-3.raw
0103_Marios_RCC_HP-000600039-1.raw
0104_Marios_RCC_HP-000600039-2.raw
0105_Marios_RCC_HP-000600039-3.raw
0106_Marios_RCC_HP-000600099-1.raw
0109_Marios_RCC_HP-000800100-3.raw
0112_Marios_RCC_HP-000900027-1.raw
0113_Marios_RCC_HP-000900027-2.raw
0114_Marios_RCC_HP-000900030-1.raw
0115_Marios_RCC_HP-000900030-2.raw
0116_Marios_RCC_HP-000900030-3.raw
0117_Marios_RCC_HP-000900034-1.raw
0118_Marios_RCC_HP-000900034-2.raw
0119_Marios_RCC_HP-000900034-3.raw
0120_Marios_RCC_HP-000900045-1.raw
0121_Marios_RCC_HP-000900045-2.raw
0122_Marios_RCC_HP-000900045-3.raw
0123_Marios_RCC_HP-000900047-1.raw
0124_Marios_RCC_HP-000900047-2.raw
0125_Marios_RCC_HP-000900047-3.raw
0126_Marios_RCC_HP-000900052-1.raw
0127_Marios_RCC_HP-000900052-3.raw
0128_Marios_RCC_HP-000900066-1.raw
0129_Marios_RCC_HP-000900066-2.raw
0130_Marios_RCC_HP-000900066-3.raw
0131_Marios_RCC_HP-000900074-1.raw
0132_Marios_RCC_HP-000900074-2.raw
0133_Marios_RCC_HP-000900074-3.raw
0134_Marios_RCC_HP-000900088-1.raw
0135_Marios_RCC_HP-000900088-2.raw
0136_Marios_RCC_HP-000900088-3.raw
0137_Marios_RCC_HP-000900097-1.raw
0138_Marios_RCC_HP-000900097-2.raw
0139_Marios_RCC_HP-000900097-3.raw
0140_Marios_RCC_HP-000900119-1.raw
0140a_Marios_RCC_HP-RPREFA08.raw
0140b_Marios_RCC_HP-RPREFB08.raw
0141_Marios_RCC_HP-000900119-2.raw
0142_Marios_RCC_HP-000900119-3.raw
0143_Marios_RCC_HP-001000112-1.raw
0144_Marios_RCC_HP-001000112-2.raw
0145_Marios_RCC_HP-001000112-3.raw
0146_Marios_RCC_HP-001100005-1.raw
0147_Marios_RCC_HP-001100005-2.raw
0148_Marios_RCC_HP-001100005-3.raw
0149_Marios_RCC_HP-001100008-1.raw
0154_Marios_RCC_HP-001100010-3.raw
0159_Marios_RCC_HP-001100012-2.raw
0160a_Marios_RCC_HP-RPREFA09.raw
0160b_Marios_RCC_HP-RPREFB09.raw
0163_Marios_RCC_HP-001100014-1.raw
0164_Marios_RCC_HP-001100014-2.raw
0165_Marios_RCC_HP-001100014-3.raw
0166_Marios_RCC_HP-001100024-1.raw
0167_Marios_RCC_HP-001100024-2.raw
0169_Marios_RCC_HP-001100025-2.raw
0174_Marios_RCC_HP-001100040-1.raw
0175_Marios_RCC_HP-001100040-2.raw
0176_Marios_RCC_HP-001100040-3.raw
0179_Marios_RCC_HP-001100056-3.raw
0184_Marios_RCC_HP-001100071-2.raw
0186_Marios_RCC_HP-001100079-1.raw
0187_Marios_RCC_HP-001100079-2.raw
0188_Marios_RCC_HP-001100079-3.raw
0189_Marios_RCC_HP-001100093-1.raw
0190_Marios_RCC_HP-001100093-2.raw
0191_Marios_RCC_HP-001200115-1.raw
0192_Marios_RCC_HP-001200115-2.raw
0193_Marios_RCC_HP-001200115-3.raw
0194_Marios_RCC_HP-001300036-1.raw
0195_Marios_RCC_HP-001300051-1.raw
0196_Marios_RCC_HP-001300051-2.raw
0197_Marios_RCC_HP-001300051-3.raw
0198_Marios_RCC_HP-001300090-1.raw
0199_Marios_RCC_HP-001300090-2.raw
0200_Marios_RCC_HP-001300090-3.raw
0201_Marios_RCC_HP-001300096-1.raw
0202_Marios_RCC_HP-001300096-2.raw
0203_Marios_RCC_HP-001300096-3.raw
0204_Marios_RCC_HP-001300103-1.raw
0209_Marios_RCC_HP-001300111-3.raw
0210_Marios_RCC_HP-001400059-1.raw
0211_Marios_RCC_HP-001400059-2.raw
0212_Marios_RCC_HP-001400059-3.raw
0213_Marios_RCC_HP-001400069-1.raw
0214_Marios_RCC_HP-001400069-2.raw
0215_Marios_RCC_HP-001400080-1.raw
0216_Marios_RCC_HP-001400080-2.raw
0217_Marios_RCC_HP-001400080-3.raw
0218_Marios_RCC_HP-001400087-1.raw
0219_Marios_RCC_HP-001400087-2.raw
0220_Marios_RCC_HP-001400087-3.raw
0221_Marios_RCC_HP-001400089-1.raw
0222_Marios_RCC_HP-001400089-2.raw
0223_Marios_RCC_HP-001400089-3.raw
0224_Marios_RCC_HP-001400098-1.raw
0225_Marios_RCC_HP-001400098-2.raw
0226_Marios_RCC_HP-001400098-3.raw
0227_Marios_RCC_HP-001400107-1.raw
0228_Marios_RCC_HP-001400107-2.raw
0229_Marios_RCC_HP-001400107-3.raw
0234_Marios_RCC_HP-001500076-2.raw
0239_Marios_RCC_HP-001500081-2.raw
0240_Marios_RCC_HP-001500081-3.raw
0240a_Marios_RCC_HP-RPREFA13.raw
0240b_Marios_RCC_HP-RPREFB13.raw
0241_Marios_RCC_HP-001500083-1.raw
0242_Marios_RCC_HP-001500083-2.raw
0243_Marios_RCC_HP-001500094-1.raw
0244_Marios_RCC_HP-001500094-2.raw
0245_Marios_RCC_HP-001500094-3.raw
0245a_Marios_RCC_HP-RPREFA14.raw
0245b_Marios_RCC_HP-RPREFB14.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 174 rows!
Extracted information for 174 samples.
Processing  ST002860
No raw data detected. Ignoring ST002860
Processing  ST003453
Initiating REDU-table generation for AN005672
Rest length is 480
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/480 [00:00<?, ?it/s]

Mapping potential matches:   1%|▏         | 6/480 [00:00<00:08, 53.64it/s]

Mapping potential matches:   2%|▎         | 12/480 [00:00<00:08, 54.30it/s]

Mapping potential matches:   4%|▍         | 18/480 [00:00<00:08, 54.62it/s]

Mapping potential matches:   5%|▌         | 24/480 [00:00<00:08, 54.57it/s]

Mapping potential matches:   6%|▋         | 30/480 [00:00<00:08, 54.85it/s]

Mapping potential matches:   8%|▊         | 36/480 [00:00<00:08, 54.51it/s]

Mapping potential matches:   9%|▉         | 42/480 [00:00<00:08, 54.46it/s]

Mapping potential matches:  10%|█         | 48/480 [00:00<00:07, 54.91it/s]

Mapping potential matches:  11%|█▏        | 54/480 [00:00<00:07, 54.77it/s]

Mapping potential matches:  12%|█▎        | 60/480 [00:01<00:07, 54.58it/s]

Mapping potential matches:  14%|█▍        | 66/480 [00:01<00:07, 54.52it/s]

Mapping potential matches:  15%|█▌        | 72/480 [00:01<00:07, 54.75it/s]

Mapping potential matches:  16%|█▋        | 78/480 [00:01<00:07, 54.71it/s]

Mapping potential matches:  18%|█▊        | 84/480 [00:01<00:07, 54.79it/s]

Mapping potential matches:  19%|█▉        | 90/480 [00:01<00:07, 54.70it/s]

Mapping potential matches:  20%|██        | 96/480 [00:01<00:07, 54.43it/s]

Mapping potential matches:  21%|██▏       | 102/480 [00:01<00:06, 54.77it/s]

Mapping potential matches:  22%|██▎       | 108/480 [00:01<00:06, 54.63it/s]

Mapping potential matches:  24%|██▍       | 114/480 [00:02<00:06, 54.58it/s]

Mapping potential matches:  25%|██▌       | 120/480 [00:02<00:06, 54.37it/s]

Mapping potential matches:  26%|██▋       | 126/480 [00:02<00:06, 54.62it/s]

Mapping potential matches:  28%|██▊       | 132/480 [00:02<00:06, 54.89it/s]

Mapping potential matches:  29%|██▉       | 138/480 [00:02<00:06, 54.84it/s]

Mapping potential matches:  30%|███       | 144/480 [00:02<00:06, 54.55it/s]

Mapping potential matches:  31%|███▏      | 150/480 [00:02<00:06, 54.30it/s]

Mapping potential matches:  32%|███▎      | 156/480 [00:02<00:05, 54.60it/s]

Mapping potential matches:  34%|███▍      | 162/480 [00:02<00:05, 54.60it/s]

Mapping potential matches:  35%|███▌      | 168/480 [00:03<00:05, 54.47it/s]

Mapping potential matches:  36%|███▋      | 174/480 [00:03<00:05, 54.63it/s]

Mapping potential matches:  38%|███▊      | 180/480 [00:03<00:05, 54.78it/s]

Mapping potential matches:  39%|███▉      | 186/480 [00:03<00:05, 54.86it/s]

Mapping potential matches:  40%|████      | 192/480 [00:03<00:05, 54.92it/s]

Mapping potential matches:  41%|████▏     | 198/480 [00:03<00:05, 55.17it/s]

Mapping potential matches:  42%|████▎     | 204/480 [00:03<00:04, 55.27it/s]

Mapping potential matches:  44%|████▍     | 210/480 [00:03<00:04, 55.40it/s]

Mapping potential matches:  45%|████▌     | 216/480 [00:03<00:04, 55.49it/s]

Mapping potential matches:  46%|████▋     | 222/480 [00:04<00:04, 55.66it/s]

Mapping potential matches:  48%|████▊     | 228/480 [00:04<00:04, 55.81it/s]

Mapping potential matches:  49%|████▉     | 234/480 [00:04<00:04, 55.45it/s]

Mapping potential matches:  50%|█████     | 240/480 [00:04<00:04, 55.34it/s]

Mapping potential matches:  51%|█████▏    | 246/480 [00:04<00:04, 55.18it/s]

Mapping potential matches:  52%|█████▎    | 252/480 [00:04<00:04, 55.07it/s]

Mapping potential matches:  54%|█████▍    | 258/480 [00:04<00:04, 54.87it/s]

Mapping potential matches:  55%|█████▌    | 264/480 [00:04<00:03, 55.08it/s]

Mapping potential matches:  56%|█████▋    | 270/480 [00:04<00:03, 54.36it/s]

Mapping potential matches:  57%|█████▊    | 276/480 [00:05<00:03, 54.05it/s]

Mapping potential matches:  59%|█████▉    | 282/480 [00:05<00:03, 54.22it/s]

Mapping potential matches:  60%|██████    | 288/480 [00:05<00:03, 54.48it/s]

Mapping potential matches:  61%|██████▏   | 294/480 [00:05<00:03, 54.60it/s]

Mapping potential matches:  62%|██████▎   | 300/480 [00:05<00:03, 54.50it/s]

Mapping potential matches:  64%|██████▍   | 306/480 [00:05<00:03, 54.57it/s]

Mapping potential matches:  65%|██████▌   | 312/480 [00:05<00:03, 54.40it/s]

Mapping potential matches:  66%|██████▋   | 318/480 [00:05<00:02, 54.51it/s]

Mapping potential matches:  68%|██████▊   | 324/480 [00:05<00:02, 54.24it/s]

Mapping potential matches:  69%|██████▉   | 330/480 [00:06<00:02, 54.27it/s]

Mapping potential matches:  70%|███████   | 336/480 [00:06<00:02, 54.23it/s]

Mapping potential matches:  71%|███████▏  | 342/480 [00:06<00:02, 54.16it/s]

Mapping potential matches:  72%|███████▎  | 348/480 [00:06<00:02, 54.29it/s]

Mapping potential matches:  74%|███████▍  | 354/480 [00:06<00:02, 54.20it/s]

Mapping potential matches:  75%|███████▌  | 360/480 [00:06<00:02, 54.11it/s]

Mapping potential matches:  76%|███████▋  | 366/480 [00:06<00:02, 53.97it/s]

Mapping potential matches:  78%|███████▊  | 372/480 [00:06<00:02, 54.00it/s]

Mapping potential matches:  79%|███████▉  | 378/480 [00:06<00:01, 53.88it/s]

Mapping potential matches:  80%|████████  | 384/480 [00:07<00:01, 53.77it/s]

Mapping potential matches:  81%|████████▏ | 390/480 [00:07<00:01, 53.73it/s]

Mapping potential matches:  82%|████████▎ | 396/480 [00:07<00:01, 53.49it/s]

Mapping potential matches:  84%|████████▍ | 402/480 [00:07<00:01, 53.74it/s]

Mapping potential matches:  85%|████████▌ | 408/480 [00:07<00:01, 53.76it/s]

Mapping potential matches:  86%|████████▋ | 414/480 [00:07<00:01, 53.62it/s]

Mapping potential matches:  88%|████████▊ | 420/480 [00:07<00:01, 53.44it/s]

Mapping potential matches:  89%|████████▉ | 426/480 [00:07<00:01, 53.76it/s]

Mapping potential matches:  90%|█████████ | 432/480 [00:07<00:00, 53.77it/s]

Mapping potential matches:  91%|█████████▏| 438/480 [00:08<00:00, 53.71it/s]

Mapping potential matches:  92%|█████████▎| 444/480 [00:08<00:00, 53.58it/s]

Mapping potential matches:  94%|█████████▍| 450/480 [00:08<00:00, 53.40it/s]

Mapping potential matches:  95%|█████████▌| 456/480 [00:08<00:00, 53.30it/s]

Mapping potential matches:  96%|█████████▋| 462/480 [00:08<00:00, 53.34it/s]

Mapping potential matches:  98%|█████████▊| 468/480 [00:08<00:00, 53.37it/s]

Mapping potential matches:  99%|█████████▉| 474/480 [00:08<00:00, 53.44it/s]

Mapping potential matches: 100%|██████████| 480/480 [00:08<00:00, 53.59it/s]
Mapping potential matches: 100%|██████████| 480/480 [00:08<00:00, 54.39it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005673
Rest length is 480
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/480 [00:00<?, ?it/s]

Mapping potential matches:   1%|▏         | 6/480 [00:00<00:08, 53.19it/s]

Mapping potential matches:   2%|▎         | 12/480 [00:00<00:08, 53.98it/s]

Mapping potential matches:   4%|▍         | 18/480 [00:00<00:08, 54.29it/s]

Mapping potential matches:   5%|▌         | 24/480 [00:00<00:08, 54.30it/s]

Mapping potential matches:   6%|▋         | 30/480 [00:00<00:08, 54.14it/s]

Mapping potential matches:   8%|▊         | 36/480 [00:00<00:08, 54.51it/s]

Mapping potential matches:   9%|▉         | 42/480 [00:00<00:08, 54.46it/s]

Mapping potential matches:  10%|█         | 48/480 [00:00<00:07, 54.58it/s]

Mapping potential matches:  11%|█▏        | 54/480 [00:00<00:07, 54.38it/s]

Mapping potential matches:  12%|█▎        | 60/480 [00:01<00:07, 54.28it/s]

Mapping potential matches:  14%|█▍        | 66/480 [00:01<00:07, 54.01it/s]

Mapping potential matches:  15%|█▌        | 72/480 [00:01<00:07, 53.74it/s]

Mapping potential matches:  16%|█▋        | 78/480 [00:01<00:07, 53.78it/s]

Mapping potential matches:  18%|█▊        | 84/480 [00:01<00:07, 53.85it/s]

Mapping potential matches:  19%|█▉        | 90/480 [00:01<00:07, 53.82it/s]

Mapping potential matches:  20%|██        | 96/480 [00:01<00:07, 54.15it/s]

Mapping potential matches:  21%|██▏       | 102/480 [00:01<00:06, 54.34it/s]

Mapping potential matches:  22%|██▎       | 108/480 [00:01<00:06, 54.40it/s]

Mapping potential matches:  24%|██▍       | 114/480 [00:02<00:06, 54.28it/s]

Mapping potential matches:  25%|██▌       | 120/480 [00:02<00:06, 54.22it/s]

Mapping potential matches:  26%|██▋       | 126/480 [00:02<00:06, 54.10it/s]

Mapping potential matches:  28%|██▊       | 132/480 [00:02<00:06, 54.27it/s]

Mapping potential matches:  29%|██▉       | 138/480 [00:02<00:06, 54.23it/s]

Mapping potential matches:  30%|███       | 144/480 [00:02<00:06, 54.11it/s]

Mapping potential matches:  31%|███▏      | 150/480 [00:02<00:06, 53.97it/s]

Mapping potential matches:  32%|███▎      | 156/480 [00:02<00:05, 54.02it/s]

Mapping potential matches:  34%|███▍      | 162/480 [00:02<00:05, 53.98it/s]

Mapping potential matches:  35%|███▌      | 168/480 [00:03<00:05, 54.22it/s]

Mapping potential matches:  36%|███▋      | 174/480 [00:03<00:05, 54.52it/s]

Mapping potential matches:  38%|███▊      | 180/480 [00:03<00:05, 54.52it/s]

Mapping potential matches:  39%|███▉      | 186/480 [00:03<00:05, 54.45it/s]

Mapping potential matches:  40%|████      | 192/480 [00:03<00:05, 54.37it/s]

Mapping potential matches:  41%|████▏     | 198/480 [00:03<00:05, 54.22it/s]

Mapping potential matches:  42%|████▎     | 204/480 [00:03<00:05, 54.08it/s]

Mapping potential matches:  44%|████▍     | 210/480 [00:03<00:04, 54.30it/s]

Mapping potential matches:  45%|████▌     | 216/480 [00:03<00:04, 54.28it/s]

Mapping potential matches:  46%|████▋     | 222/480 [00:04<00:04, 54.34it/s]

Mapping potential matches:  48%|████▊     | 228/480 [00:04<00:04, 54.33it/s]

Mapping potential matches:  49%|████▉     | 234/480 [00:04<00:04, 54.36it/s]

Mapping potential matches:  50%|█████     | 240/480 [00:04<00:04, 54.46it/s]

Mapping potential matches:  51%|█████▏    | 246/480 [00:04<00:04, 54.45it/s]

Mapping potential matches:  52%|█████▎    | 252/480 [00:04<00:04, 54.38it/s]

Mapping potential matches:  54%|█████▍    | 258/480 [00:04<00:04, 54.32it/s]

Mapping potential matches:  55%|█████▌    | 264/480 [00:04<00:03, 54.43it/s]

Mapping potential matches:  56%|█████▋    | 270/480 [00:04<00:03, 54.43it/s]

Mapping potential matches:  57%|█████▊    | 276/480 [00:05<00:03, 54.36it/s]

Mapping potential matches:  59%|█████▉    | 282/480 [00:05<00:03, 54.56it/s]

Mapping potential matches:  60%|██████    | 288/480 [00:05<00:03, 54.54it/s]

Mapping potential matches:  61%|██████▏   | 294/480 [00:05<00:03, 54.74it/s]

Mapping potential matches:  62%|██████▎   | 300/480 [00:05<00:03, 54.94it/s]

Mapping potential matches:  64%|██████▍   | 306/480 [00:05<00:03, 54.86it/s]

Mapping potential matches:  65%|██████▌   | 312/480 [00:05<00:03, 54.53it/s]

Mapping potential matches:  66%|██████▋   | 318/480 [00:05<00:02, 54.70it/s]

Mapping potential matches:  68%|██████▊   | 324/480 [00:05<00:02, 54.95it/s]

Mapping potential matches:  69%|██████▉   | 330/480 [00:06<00:02, 54.56it/s]

Mapping potential matches:  70%|███████   | 336/480 [00:06<00:02, 54.24it/s]

Mapping potential matches:  71%|███████▏  | 342/480 [00:06<00:02, 54.23it/s]

Mapping potential matches:  72%|███████▎  | 348/480 [00:06<00:02, 54.39it/s]

Mapping potential matches:  74%|███████▍  | 354/480 [00:06<00:02, 54.42it/s]

Mapping potential matches:  75%|███████▌  | 360/480 [00:06<00:02, 54.65it/s]

Mapping potential matches:  76%|███████▋  | 366/480 [00:06<00:02, 54.63it/s]

Mapping potential matches:  78%|███████▊  | 372/480 [00:06<00:01, 54.51it/s]

Mapping potential matches:  79%|███████▉  | 378/480 [00:06<00:01, 54.66it/s]

Mapping potential matches:  80%|████████  | 384/480 [00:07<00:01, 54.99it/s]

Mapping potential matches:  81%|████████▏ | 390/480 [00:07<00:01, 54.80it/s]

Mapping potential matches:  82%|████████▎ | 396/480 [00:07<00:01, 54.90it/s]

Mapping potential matches:  84%|████████▍ | 402/480 [00:07<00:01, 55.03it/s]

Mapping potential matches:  85%|████████▌ | 408/480 [00:07<00:01, 54.98it/s]

Mapping potential matches:  86%|████████▋ | 414/480 [00:07<00:01, 54.69it/s]

Mapping potential matches:  88%|████████▊ | 420/480 [00:07<00:01, 54.47it/s]

Mapping potential matches:  89%|████████▉ | 426/480 [00:07<00:00, 54.41it/s]

Mapping potential matches:  90%|█████████ | 432/480 [00:07<00:00, 54.69it/s]

Mapping potential matches:  91%|█████████▏| 438/480 [00:08<00:00, 54.91it/s]

Mapping potential matches:  92%|█████████▎| 444/480 [00:08<00:00, 54.98it/s]

Mapping potential matches:  94%|█████████▍| 450/480 [00:08<00:00, 55.07it/s]

Mapping potential matches:  95%|█████████▌| 456/480 [00:08<00:00, 54.81it/s]

Mapping potential matches:  96%|█████████▋| 462/480 [00:08<00:00, 54.95it/s]

Mapping potential matches:  98%|█████████▊| 468/480 [00:08<00:00, 54.52it/s]

Mapping potential matches:  99%|█████████▉| 474/480 [00:08<00:00, 54.04it/s]

Mapping potential matches: 100%|██████████| 480/480 [00:08<00:00, 53.89it/s]
Mapping potential matches: 100%|██████████| 480/480 [00:08<00:00, 54.40it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005674
Rest length is 480
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/480 [00:00<?, ?it/s]

Mapping potential matches:   1%|▏         | 6/480 [00:00<00:08, 54.46it/s]

Mapping potential matches:   2%|▎         | 12/480 [00:00<00:08, 54.17it/s]

Mapping potential matches:   4%|▍         | 18/480 [00:00<00:08, 54.37it/s]

Mapping potential matches:   5%|▌         | 24/480 [00:00<00:08, 54.37it/s]

Mapping potential matches:   6%|▋         | 30/480 [00:00<00:08, 54.41it/s]

Mapping potential matches:   8%|▊         | 36/480 [00:00<00:08, 54.38it/s]

Mapping potential matches:   9%|▉         | 42/480 [00:00<00:08, 54.56it/s]

Mapping potential matches:  10%|█         | 48/480 [00:00<00:07, 54.61it/s]

Mapping potential matches:  11%|█▏        | 54/480 [00:00<00:07, 54.90it/s]

Mapping potential matches:  12%|█▎        | 60/480 [00:01<00:07, 55.23it/s]

Mapping potential matches:  14%|█▍        | 66/480 [00:01<00:07, 55.11it/s]

Mapping potential matches:  15%|█▌        | 72/480 [00:01<00:07, 54.99it/s]

Mapping potential matches:  16%|█▋        | 78/480 [00:01<00:07, 54.97it/s]

Mapping potential matches:  18%|█▊        | 84/480 [00:01<00:07, 55.11it/s]

Mapping potential matches:  19%|█▉        | 90/480 [00:01<00:07, 55.62it/s]

Mapping potential matches:  20%|██        | 96/480 [00:01<00:06, 55.77it/s]

Mapping potential matches:  21%|██▏       | 102/480 [00:01<00:06, 55.57it/s]

Mapping potential matches:  22%|██▎       | 108/480 [00:01<00:06, 55.52it/s]

Mapping potential matches:  24%|██▍       | 114/480 [00:02<00:06, 55.75it/s]

Mapping potential matches:  25%|██▌       | 120/480 [00:02<00:06, 55.66it/s]

Mapping potential matches:  26%|██▋       | 126/480 [00:02<00:06, 55.43it/s]

Mapping potential matches:  28%|██▊       | 132/480 [00:02<00:06, 55.28it/s]

Mapping potential matches:  29%|██▉       | 138/480 [00:02<00:06, 55.20it/s]

Mapping potential matches:  30%|███       | 144/480 [00:02<00:06, 55.75it/s]

Mapping potential matches:  31%|███▏      | 150/480 [00:02<00:05, 56.11it/s]

Mapping potential matches:  32%|███▎      | 156/480 [00:02<00:05, 55.95it/s]

Mapping potential matches:  34%|███▍      | 162/480 [00:02<00:05, 55.61it/s]

Mapping potential matches:  35%|███▌      | 168/480 [00:03<00:05, 55.86it/s]

Mapping potential matches:  36%|███▋      | 174/480 [00:03<00:05, 55.94it/s]

Mapping potential matches:  38%|███▊      | 180/480 [00:03<00:05, 55.78it/s]

Mapping potential matches:  39%|███▉      | 186/480 [00:03<00:05, 55.49it/s]

Mapping potential matches:  40%|████      | 192/480 [00:03<00:05, 55.31it/s]

Mapping potential matches:  41%|████▏     | 198/480 [00:03<00:05, 55.70it/s]

Mapping potential matches:  42%|████▎     | 204/480 [00:03<00:04, 55.88it/s]

Mapping potential matches:  44%|████▍     | 210/480 [00:03<00:04, 55.62it/s]

Mapping potential matches:  45%|████▌     | 216/480 [00:03<00:04, 55.46it/s]

Mapping potential matches:  46%|████▋     | 222/480 [00:04<00:04, 55.53it/s]

Mapping potential matches:  48%|████▊     | 228/480 [00:04<00:04, 55.91it/s]

Mapping potential matches:  49%|████▉     | 234/480 [00:04<00:04, 56.15it/s]

Mapping potential matches:  50%|█████     | 240/480 [00:04<00:04, 56.24it/s]

Mapping potential matches:  51%|█████▏    | 246/480 [00:04<00:04, 56.01it/s]

Mapping potential matches:  52%|█████▎    | 252/480 [00:04<00:04, 55.97it/s]

Mapping potential matches:  54%|█████▍    | 258/480 [00:04<00:03, 56.01it/s]

Mapping potential matches:  55%|█████▌    | 264/480 [00:04<00:03, 55.57it/s]

Mapping potential matches:  56%|█████▋    | 270/480 [00:04<00:03, 55.41it/s]

Mapping potential matches:  57%|█████▊    | 276/480 [00:04<00:03, 55.22it/s]

Mapping potential matches:  59%|█████▉    | 282/480 [00:05<00:03, 55.43it/s]

Mapping potential matches:  60%|██████    | 288/480 [00:05<00:03, 55.51it/s]

Mapping potential matches:  61%|██████▏   | 294/480 [00:05<00:03, 55.54it/s]

Mapping potential matches:  62%|██████▎   | 300/480 [00:05<00:03, 55.86it/s]

Mapping potential matches:  64%|██████▍   | 306/480 [00:05<00:03, 56.19it/s]

Mapping potential matches:  65%|██████▌   | 312/480 [00:05<00:03, 55.37it/s]

Mapping potential matches:  66%|██████▋   | 318/480 [00:05<00:02, 55.46it/s]

Mapping potential matches:  68%|██████▊   | 324/480 [00:05<00:02, 55.24it/s]

Mapping potential matches:  69%|██████▉   | 330/480 [00:05<00:02, 54.28it/s]

Mapping potential matches:  70%|███████   | 336/480 [00:06<00:02, 54.65it/s]

Mapping potential matches:  71%|███████▏  | 342/480 [00:06<00:02, 55.11it/s]

Mapping potential matches:  72%|███████▎  | 348/480 [00:06<00:02, 55.40it/s]

Mapping potential matches:  74%|███████▍  | 354/480 [00:06<00:02, 55.47it/s]

Mapping potential matches:  75%|███████▌  | 360/480 [00:06<00:02, 55.60it/s]

Mapping potential matches:  76%|███████▋  | 366/480 [00:06<00:02, 55.62it/s]

Mapping potential matches:  78%|███████▊  | 372/480 [00:06<00:01, 55.66it/s]

Mapping potential matches:  79%|███████▉  | 378/480 [00:06<00:01, 55.71it/s]

Mapping potential matches:  80%|████████  | 384/480 [00:06<00:01, 55.56it/s]

Mapping potential matches:  81%|████████▏ | 390/480 [00:07<00:01, 55.54it/s]

Mapping potential matches:  82%|████████▎ | 396/480 [00:07<00:01, 55.61it/s]

Mapping potential matches:  84%|████████▍ | 402/480 [00:07<00:01, 55.71it/s]

Mapping potential matches:  85%|████████▌ | 408/480 [00:07<00:01, 55.66it/s]

Mapping potential matches:  86%|████████▋ | 414/480 [00:07<00:01, 55.47it/s]

Mapping potential matches:  88%|████████▊ | 420/480 [00:07<00:01, 55.40it/s]

Mapping potential matches:  89%|████████▉ | 426/480 [00:07<00:00, 55.06it/s]

Mapping potential matches:  90%|█████████ | 432/480 [00:07<00:00, 54.86it/s]

Mapping potential matches:  91%|█████████▏| 438/480 [00:07<00:00, 54.74it/s]

Mapping potential matches:  92%|█████████▎| 444/480 [00:08<00:00, 54.77it/s]

Mapping potential matches:  94%|█████████▍| 450/480 [00:08<00:00, 55.28it/s]

Mapping potential matches:  95%|█████████▌| 456/480 [00:08<00:00, 55.36it/s]

Mapping potential matches:  96%|█████████▋| 462/480 [00:08<00:00, 55.09it/s]

Mapping potential matches:  98%|█████████▊| 468/480 [00:08<00:00, 54.73it/s]

Mapping potential matches:  99%|█████████▉| 474/480 [00:08<00:00, 55.01it/s]

Mapping potential matches: 100%|██████████| 480/480 [00:08<00:00, 54.75it/s]
Mapping potential matches: 100%|██████████| 480/480 [00:08<00:00, 55.36it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
WWL
plasma-A
402-40-3-neg.raw
WWL
plasma-A
402-40-3-pos.raw
WWL
plasma-A
402-40-5-neg.raw
WWL
plasma-A
402-40-5-pos.raw
WWL
plasma-A
403-25-3-neg.raw
WWL
plasma-A
403-25-3-pos.raw
WWL
plasma-A
403-25-5-neg.raw
WWL
plasma-A
403-25-5-pos.raw
WWL
plasma-A
410-c-3-neg.raw
WWL
plasma-A
410-c-3-pos.raw
WWL
plasma-A
410-c-5-neg.raw
WWL
plasma-A
410-c-5-pos.raw
WWL
plasma-A
412-25-3-neg.raw
WWL
plasma-A
412-25-3-pos.raw
WWL
plasma-A
412-25-5-neg.raw
WWL
plasma-A
412-25-5-pos.raw
WWL
plasma-A
416-c-3-neg.raw
WWL
plasma-A
416-c-3-pos.raw
WWL
plasma-A
416-c-5-neg.raw
WWL
plasma-A
416-c-5-pos.raw
WWL
plasma-A
418-25-3-neg.raw
WWL
plasma-A
418-25-3-pos.raw
WWL
plasma-A
418-25-5-neg.raw
WWL
plasma-A
418-25-5-pos.raw
WWL
plasma-A
419-40-3-neg.raw
WWL
plasma-A
419-40-3-pos.raw
WWL
plasma-A
419-40-5-neg.raw
WWL
plasma-A
419-40-5-pos.raw
WWL
plasma-A
424-40-3-neg.raw
WWL
plasma-A
424-40-3-pos.raw
WWL
plasma-A
424-40-5-neg.raw
WWL
plasma-A
424-40-5-pos.raw
WWL
plasma-A
427-40-3-neg.raw
WWL
plasma-A
427-40-3-pos.raw
WWL
plasma-A
427-40-5-neg.raw
WWL
plasma-A
427-40-5-pos.raw
WWL
plasma-A
428-40-3-neg.raw
WWL
plasma-A
428-40-3-pos.raw
WWL
plasma-A
428-40-5-neg.raw
WWL
plasma-A
428-40-5-pos.raw
WWL
plasma-A
429-40-3-neg.raw
WWL
plasma-A
429-40-3-pos.raw
WWL
plasma-A
429-40-5-neg.raw
WWL
plasma-A
429-40-5-pos.raw
WWL
plasma-A
432-40-3-neg.raw
WWL
plasma-A
432-40-3-pos.raw
WWL
plasma-A
432-40-5-neg.raw
WWL
plasma-A
432-40-5-pos.raw
WWL
plasma-A
433-c-3-neg.raw
WWL
plasma-A
433-c-3-pos.raw
WWL
plasma-A
433-c-5-neg.raw
WWL
plasma-A
433-c-5-pos.raw
WWL
plasma-A
435-c-3-neg.raw
WWL
plasma-A
435-c-3-pos.raw
WWL
plasma-A
435-c-5-neg.raw
WWL
plasma-A
435-c-5-pos.raw
WWL
plasma-A
442-25-3-neg.raw
WWL
plasma-A
442-25-3-pos.raw
WWL
plasma-A
442-25-5-neg.raw
WWL
plasma-A
442-25-5-pos.raw
WWL
plasma-A
444-25-3-neg.raw
WWL
plasma-A
444-25-3-pos.raw
WWL
plasma-A
444-25-5-neg.raw
WWL
plasma-A
444-25-5-pos.raw
WWL
plasma-A
448-c-3-neg.raw
WWL
plasma-A
448-c-3-pos.raw
WWL
plasma-A
448-c-5-neg.raw
WWL
plasma-A
448-c-5-pos.raw
WWL
plasma-A
451-25-3-neg.raw
WWL
plasma-A
451-25-3-pos.raw
WWL
plasma-A
451-25-5-neg.raw
WWL
plasma-A
451-25-5-pos.raw
WWL
plasma-A
453-c-3-neg.raw
WWL
plasma-A
453-c-3-pos.raw
WWL
plasma-A
453-c-5-neg.raw
WWL
plasma-A
453-c-5-pos.raw
WWL
plasma-A
467-40-3-neg.raw
WWL
plasma-A
467-40-3-pos.raw
WWL
plasma-A
467-40-5-neg.raw
WWL
plasma-A
467-40-5-pos.raw
WWL
plasma-A
472-c-3-neg.raw
WWL
plasma-A
472-c-3-pos.raw
WWL
plasma-A
472-c-5-neg.raw
WWL
plasma-A
472-c-5-pos.raw
WWL
plasma-A
475-25-3-neg.raw
WWL
plasma-A
475-25-3-pos.raw
WWL
plasma-A
475-25-5-neg.raw
WWL
plasma-A
475-25-5-pos.raw
WWL
plasma-A
477-25-3-neg.raw
WWL
plasma-A
477-25-3-pos.raw
WWL
plasma-A
477-25-5-neg.raw
WWL
plasma-A
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WWL
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WWL
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WWL
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WWL
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WWL
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WWL
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WWL
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WWL
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WWL
plasma-T3
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WWL
plasma-T3
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WWL
plasma-T3
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WWL
plasma-T3
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WWL
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
20220917-NEG-435-C-7D.raw
WWL
tissue-A
20220917-NEG-442-25-7D.raw
WWL
tissue-A
20220917-NEG-444-25-7D.raw
WWL
tissue-A
20220917-NEG-448-C-7D.raw
WWL
tissue-A
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WWL
tissue-A
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████   | 2230/3150 [2:44:30<1:53:02,  7.37s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████   | 2232/3150 [2:44:34<1:23:55,  5.49s/it]
 71%|███████   | 2236/3150 [2:44:34<43:47,  2.87s/it]  
WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
20220917-NEG-475-25-7D.raw
WWL
tissue-A
20220917-NEG-477-25-7D.raw
WWL
tissue-A
20220917-NEG-478-C-7D.raw
WWL
tissue-A
20220917-POS-402-40-7D.raw
WWL
tissue-A
20220917-POS-403-25-7D.raw
WWL
tissue-A
20220917-POS-410-C-7D.raw
WWL
tissue-A
20220917-POS-412-25-7D.raw
WWL
tissue-A
20220917-POS-416-C-7D.raw
WWL
tissue-A
20220917-POS-418-25-7D.raw
WWL
tissue-A
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WWL
tissue-A
20220917-POS-424-40-7D.raw
WWL
tissue-A
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WWL
tissue-A
20220917-POS-428-40-7D.raw
WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
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WWL
tissue-A
20220917-POS-467-40-7D.raw
WWL
tissue-A
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WWL
tissue-A
20220917-POS-475-25-7D.raw
WWL
tissue-A
20220917-POS-477-25-7D.raw
WWL
tissue-A
20220917-POS-478-C-7D.raw
WWL
tissue-C8
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WWL
tissue-C8
20220708-POS-403-25-7D.raw
WWL
tissue-C8
20220708-POS-410-C-7D.raw
WWL
tissue-C8
20220708-POS-412-25-7D.raw
WWL
tissue-C8
20220708-POS-416-C-7D.raw
WWL
tissue-C8
20220708-POS-418-25-7D.raw
WWL
tissue-C8
20220708-POS-419-40-7D.raw
WWL
tissue-C8
20220708-POS-424-40-7D.raw
WWL
tissue-C8
20220708-POS-427-40-7D.raw
WWL
tissue-C8
20220708-POS-428-40-7D.raw
WWL
tissue-C8
20220708-POS-429-40-7D.raw
WWL
tissue-C8
20220708-POS-432-40-7D.raw
WWL
tissue-C8
20220708-POS-433-C-7D.raw
WWL
tissue-C8
20220708-POS-435-C-7D.raw
WWL
tissue-C8
20220708-POS-442-25-7D.raw
WWL
tissue-C8
20220708-POS-444-25-7D.raw
WWL
tissue-C8
20220708-POS-448-C-7D.raw
WWL
tissue-C8
20220708-POS-451-25-7D.raw
WWL
tissue-C8
20220708-POS-453-C-7D.raw
WWL
tissue-C8
20220708-POS-467-40-7D.raw
WWL
tissue-C8
20220708-POS-472-C-7D.raw
WWL
tissue-C8
20220708-POS-475-25-7D.raw
WWL
tissue-C8
20220708-POS-477-25-7D.raw
WWL
tissue-C8
20220708-POS-478-C-7D.raw
WWL
tissue-GC
20220808-402-40-7D.raw
WWL
tissue-GC
20220808-403-25-7D.raw
WWL
tissue-GC
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WWL
tissue-GC
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WWL
tissue-GC
20220808-416-C-7D.raw
WWL
tissue-GC
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WWL
tissue-GC
20220808-419-40-7D.raw
WWL
tissue-GC
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WWL
tissue-GC
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WWL
tissue-GC
20220808-428-40-7D.raw
WWL
tissue-GC
20220808-429-40-7D.raw
WWL
tissue-GC
20220808-432-40-7D.raw
WWL
tissue-GC
20220808-433-C-7D.raw
WWL
tissue-GC
20220808-435-C-7D.raw
WWL
tissue-GC
20220808-442-25-7D.raw
WWL
tissue-GC
20220808-444-25-7D.raw
WWL
tissue-GC
20220808-448-C-7D.raw
WWL
tissue-GC
20220808-451-25-7D.raw
WWL
tissue-GC
20220808-453-C-7D.raw
WWL
tissue-GC
20220808-467-40-7D.raw
WWL
tissue-GC
20220808-472-C-7D.raw
WWL
tissue-GC
20220808-475-25-7D.raw
WWL
tissue-GC
20220808-477-25-7D.raw
WWL
tissue-GC
20220808-478-C-7D.raw
WWL
tissue-T3
20220712-NEG-402-40-7D.raw
WWL
tissue-T3
20220712-NEG-403-25-7D.raw
WWL
tissue-T3
20220712-NEG-410-C-7D.raw
WWL
tissue-T3
20220712-NEG-412-25-7D.raw
WWL
tissue-T3
20220712-NEG-416-C-7D.raw
WWL
tissue-T3
20220712-NEG-418-25-7D.raw
WWL
tissue-T3
20220712-NEG-419-40-7D.raw
WWL
tissue-T3
20220712-NEG-424-40-7D.raw
WWL
tissue-T3
20220712-NEG-427-40-7D.raw
WWL
tissue-T3
20220712-NEG-428-40-7D.raw
WWL
tissue-T3
20220712-NEG-429-40-7D.raw
WWL
tissue-T3
20220712-NEG-432-40-7D.raw
WWL
tissue-T3
20220712-NEG-433-C-7D.raw
WWL
tissue-T3
20220712-NEG-435-C-7D.raw
WWL
tissue-T3
20220712-NEG-442-25-7D.raw
WWL
tissue-T3
20220712-NEG-444-25-7D.raw
WWL
tissue-T3
20220712-NEG-448-C-7D.raw
WWL
tissue-T3
20220712-NEG-451-25-7D.raw
WWL
tissue-T3
20220712-NEG-453-C-7D.raw
WWL
tissue-T3
20220712-NEG-467-40-7D.raw
WWL
tissue-T3
20220712-NEG-472-C-7D.raw
WWL
tissue-T3
20220712-NEG-475-25-7D.raw
WWL
tissue-T3
20220712-NEG-477-25-7D.raw
WWL
tissue-T3
20220712-NEG-478-C-7D.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 336 rows!
Extracted information for 336 samples.
Processing  ST001382
No raw data detected. Ignoring ST001382
Processing  ST003323
Initiating REDU-table generation for AN005438
Rest length is 60
raw file key found.
Initiating REDU-table generation for AN005439
Rest length is 60
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
10_prim-pIC-5.mzXML
11_prim-Lup-1.mzXML
12_prim-Lup-2.mzXML
13_prim-Lup-3.mzXML
14_prim-Lup-4.mzXML
15_prim-Lup-5.mzXML
16_sec-Ctrl-1.mzXML
17_sec-Ctrl-2.mzXML
18_sec-Ctrl-3.mzXML
19_sec-Ctrl-4.mzXML
1_prim-Ctrl-1.mzXML
20_sec-Ctrl-5.mzXML
21_sec-pIC-1.mzXML
22_sec-pIC-2.mzXML
23_sec-pIC-3.mzXML
24_sec-pIC-4.mzXML
25_sec-pIC-5.mzXML
26_sec-Lup-1.mzXML
27_sec-Lup-2.mzXML
28_sec-Lup-3.mzXML
29_sec-Lup-4.mzXML
2_prim-Ctrl-2.mzXML
30_sec-Lup-5.mzXML
31_sec-C13-6H-Ctrl-1.mzXML
32_sec-C13-6H-Ctrl-2.mzXML
33_sec-C13-6H-Ctrl-3.mzXML
34_sec-C13-6H-Ctrl-4.mzXML
35_sec-C13-6H-Ctrl-5.mzXML
36_sec-C13-6H-pIC-1.mzXML
37_sec-C13-6H-pIC-2.mzXML
38_sec-C13-6H-pIC-3.mzXML
39_sec-C13-6H-pIC-4.mzXML
3_prim-Ctrl-3.mzXML
40_sec-C13-6H-pIC-5.mzXML
41_sec-C13-6H-Lup-1.mzXML
42_sec-C13-6H-Lup-2.mzXML
43_sec-C13-6H-Lup-3.mzXML
44_sec-C13-6H-Lup-4.mzXML
45_sec-C13-6H-Lup-5.mzXML
46_sec-C13-24H-Ctrl-1.mzXML
47_sec-C13-24H-Ctrl-2.mzXML
48_sec-C13-24H-Ctrl-3.mzXML
49_sec-C13-24H-Ctrl-4.mzXML
4_prim-Ctrl-4.mzXML
50_sec-C13-24H-Ctrl-5.mzXML
51_sec-C13-24H-pIC-1.mzXML
52_sec-C13-24H-pIC-2.mzXML
53_sec-C13-24H-pIC-3.mzXML
54_sec-C13-24H-pIC-4.mzXML
55_sec-C13-24H-pIC-5.mzXML
56_sec-C13-24H-Lup-1.mzXML
57_sec-C13-24H-Lup-2.mzXML
58_sec-C13-24H-Lup-3.mzXML
59_sec-C13-24H-Lup-4.mzXML
5_prim-Ctrl-5.mzXML
60_sec-C13-24H-Lup-5.mzXML
6_prim-pIC-1.mzXML
7_prim-pIC-2.mzXML
8_prim-pIC-3.mzXML
9_prim-pIC-4.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST000035
No raw data detected. Ignoring ST000035
Processing  ST002056
No raw data detected. Ignoring ST002056
Processing  ST000300
No raw data detected. Ignoring ST000300
Processing  ST000705
No raw data detected. Ignoring ST000705
Processing  ST000299
No raw data detected. Ignoring ST000299
Processing  ST001097
No raw data detected. Ignoring ST001097
Processing  ST002858
Initiating REDU-table generation for AN004684
Rest length is 94
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004685
Rest length is 94
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004686
Rest length is 94
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004687
Rest length is 94
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004688
Rest length is 94
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-002-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-004-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-006-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-008-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-009-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-010-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-012-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-013-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-016-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-017-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-019-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-020-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-022-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-023-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-024-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-026-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-029-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-030-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-033-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-034-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-036-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-038-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-040-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-041-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-044-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-045-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-047-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-048-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-049-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-052-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-053-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-054-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-055-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-056-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-059-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-060-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-061-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-062-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-064-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-065-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-066-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-067-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-068-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-069-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-074-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-075-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-077-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-078-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-079-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-082-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-084-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-086-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-088-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-089-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-090-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-091-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-092-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-095-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-096-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-097-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-098-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-101-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-104-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-107-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-108-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-110-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-112-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-113-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-115-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-118-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-119-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-120-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-121-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-122-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-126-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-128-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-129-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-132-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-135-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-137-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-138-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-140-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-141-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-143-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-144-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-147-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-149-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-150-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-151-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-152-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-153-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-154-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-155-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Neg
DS1-123-156-neg_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-002+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-004+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-006+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-008+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-009+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-010+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-012+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-013+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-016+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-017+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-019+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-020+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-022+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-023+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-024+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-026+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-029+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-030+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-033+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-034+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-036+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-038+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-040+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-041+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-044+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-045+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-047+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-048+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-049+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-052+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-053+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-054+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-055+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-056+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-059+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-060+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-061+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-062+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-064+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-065+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-066+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-067+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-068+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-069+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-074+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-075+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-077+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-078+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-079+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-082+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-084+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-086+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-088+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-089+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-090+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-091+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-092+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-095+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-096+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-097+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-098+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-101+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-104+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-107+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-108+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-110+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-112+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-113+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-115+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-118+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-119+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-120+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-121+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-122+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-126+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-128+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-129+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-132+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-135+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-137+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-138+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-140+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-141+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-143+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-144+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-147+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-149+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-150+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-151+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-152+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-153+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-154+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-155+pos_metabolomicsSerum.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti Serum Metabolomics Pos
DS1-123-156+pos_metabolomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-002-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-004-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-006-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-008-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-009-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-010-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-012-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-013-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-016-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-017-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-019-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-020-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-022-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-023-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-024-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-026-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-029-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-030-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-033-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-034-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-036-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-038-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-040-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-041-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-044-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-045-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-047-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-048-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-049-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-052-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-053-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-054-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-055-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-056-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-059-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-060-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-061-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-062-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-064-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-065-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-066-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-067-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-068-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-069-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-074-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-075-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-077-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-078-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-079-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-082-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-084-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-086-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-088-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-089-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-090-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-091-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-092-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-095-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-096-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-097-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-098-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-101-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-104-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-107-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-108-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-110-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-112-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-113-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-115-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-118-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-119-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-120-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-121-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-122-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-126-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-128-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-129-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-132-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-135-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-137-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-138-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-140-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-141-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-143-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-144-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-147-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-149-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-150-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-151-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-152-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-153-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-154-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-155-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Neg
DS1-123-156-neg_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-002-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-004-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-006-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-008-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-009-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-010-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-012-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-013-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-016-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-017-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-019-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-020-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-022-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-023-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-024-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-026-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-029-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-030-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-033-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-034-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-036-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-038-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-040-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-041-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-044-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-045-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-047-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-048-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-049-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-052-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-053-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-054-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-055-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-056-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-059-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-060-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-061-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-062-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-064-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-065-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-066-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-067-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-068-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-069-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-074-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-075-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-077-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-078-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-079-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-082-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-084-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-086-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-088-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-089-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-090-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-091-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-092-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-095-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-096-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-097-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-098-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-101-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-104-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-107-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-108-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-110-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-112-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-113-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-115-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-118-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-119-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-120-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-121-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-122-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-126-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-128-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-129-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-132-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-135-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-137-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-138-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-140-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-141-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-143-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-144-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-147-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-149-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-150-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-151-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-152-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-153-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-154-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-155-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Oxylipin
DS1-123-156-neg_oxylipinsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-002+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-004+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-006+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-008+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-009+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-010+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-012+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-013+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-016+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-017+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-019+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-020+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-022+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-023+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-024+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-026+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-029+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-030+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-033+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-034+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-036+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-038+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-040+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-041+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-044+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-045+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-047+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-048+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-049+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-052+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-053+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-054+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-055+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-056+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-059+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-060+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-061+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-062+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-064+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-065+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-066+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████   | 2239/3150 [2:44:41<41:40,  2.74s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████   | 2240/3150 [2:44:44<41:26,  2.73s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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DS1-123-067+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-068+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-069+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-074+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-075+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-077+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-078+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-079+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-082+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-084+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-086+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-088+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-089+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-090+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-091+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-092+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-095+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-096+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-097+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-098+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-101+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-104+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-107+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-108+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-110+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-112+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-113+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-115+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-118+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-119+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-120+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-121+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-122+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-126+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-128+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-129+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-132+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-135+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-137+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-138+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-140+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-141+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-143+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-144+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-147+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-149+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-150+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-151+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-152+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-153+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-154+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-155+pos_lipidomicsSerum.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti Serum Lipidomics Pos
DS1-123-156+pos_lipidomicsSerum.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 470 rows!
Extracted information for 470 samples.
Processing  ST002158
Initiating REDU-table generation for AN003533
Rest length is 20
raw file key found.
Initiating REDU-table generation for AN003534
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20200831_Met_IDA_Pos_smk0_1.wiff
20200831_Met_IDA_Pos_smk0_2.wiff
20200831_Met_IDA_Pos_smk0_3.wiff
20200831_Met_IDA_Pos_smk0_4.wiff
20200831_Met_IDA_Pos_smk0_5.wiff
20200831_Met_IDA_Pos_smk14_1.wiff
20200831_Met_IDA_Pos_smk14_2.wiff
20200831_Met_IDA_Pos_smk14_3.wiff
20200831_Met_IDA_Pos_smk14_4.wiff
20200831_Met_IDA_Pos_smk14_5.wiff
20200831_Met_IDA_Pos_smk28_1.wiff
20200831_Met_IDA_Pos_smk28_2.wiff
20200831_Met_IDA_Pos_smk28_3.wiff
20200831_Met_IDA_Pos_smk28_4.wiff
20200831_Met_IDA_Pos_smk28_5.wiff
20200831_Met_IDA_Pos_smk56_1.wiff
20200831_Met_IDA_Pos_smk56_2.wiff
20200831_Met_IDA_Pos_smk56_3.wiff
20200831_Met_IDA_Pos_smk56_4.wiff
20200831_Met_IDA_Pos_smk56_5.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002591
No raw data detected. Ignoring ST002591
Processing  ST002989
Initiating REDU-table generation for AN004909
Rest length is 16
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
G1.1.mzML
G1.2.mzML
G1.3.mzML
G1.4.mzML
G1.5.mzML
G1.6.mzML
G1.7.mzML
G1.8.mzML
G2.1.mzML
G2.2.mzML
G2.3.mzML
G2.4.mzML
G2.5.mzML
G2.6.mzML
G2.7.mzML
G2.8.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST000007
No raw data detected. Ignoring ST000007
Processing  ST001621
No raw data detected. Ignoring ST001621
Processing  ST001494
No raw data detected. Ignoring ST001494
Processing  ST002134
Initiating REDU-table generation for AN003489
Rest length is 199
Adding raw data not present in REST for sample - named -
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


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Mapping potential matches: 100%|██████████| 775/775 [00:16<00:00, 45.66it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003490
Rest length is 199
Adding raw data not present in REST for sample - named -
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


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analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003491
Rest length is 199
Adding raw data not present in REST for sample - named -
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/775 [00:00<?, ?it/s]

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Mapping potential matches: 100%|██████████| 775/775 [00:16<00:00, 47.11it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003492
Rest length is 199
Adding raw data not present in REST for sample - named -
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/775 [00:00<?, ?it/s]

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Mapping potential matches:   8%|▊         | 65/775 [00:01<00:15, 46.21it/s]

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Mapping potential matches: 100%|██████████| 775/775 [00:16<00:00, 46.51it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████▏  | 2246/3150 [2:46:03<2:29:03,  9.89s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████▏  | 2247/3150 [2:46:06<2:14:12,  8.92s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████▏  | 2251/3150 [2:46:08<1:18:38,  5.25s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 71%|███████▏  | 2252/3150 [2:46:11<1:13:18,  4.90s/it]
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20160923_S00024196_P.wiff
POS
BATCH3
20160923_S00024197_P.wiff
POS
BATCH3
20160923_S00024199_repeat_P.wiff
POS
BATCH3
20160923_S00024200_P.wiff
POS
BATCH3
20160923_S00024205_P.wiff
POS
BATCH3
20160923_S00024206_P.wiff
POS
BATCH3
20160923_S00024207_P.wiff
POS
BATCH3
20160923_S00024208_P.wiff
POS
BATCH3
20160923_S00024210_P.wiff
POS
BATCH3
20160923_S00024212_P.wiff
POS
BATCH3
20160923_S00024216_P.wiff
POS
BATCH3
20160923_S00024219_P.wiff
POS
BATCH3
20160923_S00024228_P.wiff
POS
BATCH3
20160923_S00024229_repeat_P.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 471 rows!
Extracted information for 471 samples.
Processing  ST001435
Initiating REDU-table generation for AN002398
Rest length is 106
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData.zip
smp_102_pos.raw
MyData.zip
smp_103_pos.raw
MyData.zip
smp_104_pos.raw
MyData.zip
smp_105_pos.raw
MyData.zip
smp_106_pos.raw
MyData.zip
smp_107_pos.raw
MyData.zip
smp_108_pos.raw
MyData.zip
smp_109_pos.raw
MyData.zip
smp_10_pos.raw
MyData.zip
smp_110_pos.raw
MyData.zip
smp_118_pos.raw
MyData.zip
smp_120_pos.raw
MyData.zip
smp_125_pos.raw
MyData.zip
smp_129_pos.raw
MyData.zip
smp_134_pos.raw
MyData.zip
smp_139_pos.raw
MyData.zip
smp_13_pos.raw
MyData.zip
smp_140_pos.raw
MyData.zip
smp_141_pos.raw
MyData.zip
smp_147_pos.raw
MyData.zip
smp_159_pos.raw
MyData.zip
smp_160_pos.raw
MyData.zip
smp_172_pos.raw
MyData.zip
smp_176_pos.raw
MyData.zip
smp_178_pos.raw
MyData.zip
smp_179_pos.raw
MyData.zip
smp_17_pos.raw
MyData.zip
smp_180_pos.raw
MyData.zip
smp_181_pos.raw
MyData.zip
smp_182_pos.raw
MyData.zip
smp_183_pos.raw
MyData.zip
smp_184_pos.raw
MyData.zip
smp_194_pos.raw
MyData.zip
smp_198_pos.raw
MyData.zip
smp_199_pos.raw
MyData.zip
smp_200_pos.raw
MyData.zip
smp_204_pos.raw
MyData.zip
smp_205_pos.raw
MyData.zip
smp_210_pos.raw
MyData.zip
smp_211_pos.raw
MyData.zip
smp_212_pos.raw
MyData.zip
smp_213_pos.raw
MyData.zip
smp_214_pos.raw
MyData.zip
smp_215_pos.raw
MyData.zip
smp_216_pos.raw
MyData.zip
smp_217_pos.raw
MyData.zip
smp_218_pos.raw
MyData.zip
smp_219_pos.raw
MyData.zip
smp_21_pos.raw
MyData.zip
smp_220_pos.raw
MyData.zip
smp_221_pos.raw
MyData.zip
smp_224_pos.raw
MyData.zip
smp_227_pos.raw
MyData.zip
smp_229_pos.raw
MyData.zip
smp_22_pos.raw
MyData.zip
smp_233_pos.raw
MyData.zip
smp_236_pos.raw
MyData.zip
smp_237_pos.raw
MyData.zip
smp_238_pos.raw
MyData.zip
smp_23_pos.raw
MyData.zip
smp_240_pos.raw
MyData.zip
smp_241_pos.raw
MyData.zip
smp_242_pos.raw
MyData.zip
smp_243_pos.raw
MyData.zip
smp_244_pos.raw
MyData.zip
smp_245_pos.raw
MyData.zip
smp_248_pos.raw
MyData.zip
smp_251_pos.raw
MyData.zip
smp_255_pos.raw
MyData.zip
smp_258_pos.raw
MyData.zip
smp_259_pos.raw
MyData.zip
smp_263_pos.raw
MyData.zip
smp_264_pos.raw
MyData.zip
smp_265_pos.raw
MyData.zip
smp_268_pos.raw
MyData.zip
smp_271_pos.raw
MyData.zip
smp_274_pos.raw
MyData.zip
smp_275_pos.raw
MyData.zip
smp_278_pos.raw
MyData.zip
smp_282_pos.raw
MyData.zip
smp_29_pos.raw
MyData.zip
smp_30_pos.raw
MyData.zip
smp_35_pos.raw
MyData.zip
smp_36_pos.raw
MyData.zip
smp_39_pos.raw
MyData.zip
smp_40_pos.raw
MyData.zip
smp_43_pos.raw
MyData.zip
smp_46_pos.raw
MyData.zip
smp_47_pos.raw
MyData.zip
smp_52_pos.raw
MyData.zip
smp_57_pos.raw
MyData.zip
smp_59_pos.raw
MyData.zip
smp_5_pos.raw
MyData.zip
smp_63_pos.raw
MyData.zip
smp_6_pos.raw
MyData.zip
smp_71_pos.raw
MyData.zip
smp_72_pos.raw
MyData.zip
smp_73_pos.raw
MyData.zip
smp_76_pos.raw
MyData.zip
smp_77_pos.raw
MyData.zip
smp_78_pos.raw
MyData.zip
smp_82_pos.raw
MyData.zip
smp_85_pos.raw
MyData.zip
smp_90_pos.raw
MyData.zip
smp_94_pos.raw
MyData.zip
smp_98_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 106 rows!
Extracted information for 106 samples.
Processing  ST001354
No raw data detected. Ignoring ST001354
Processing  ST001310
No raw data detected. Ignoring ST001310
Processing  ST001146
No raw data detected. Ignoring ST001146
Processing  ST002462
Initiating REDU-table generation for AN004017
Rest length is 50
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
human serum
10000nM_STD10.mzML
human serum
1000nM_STD7.mzML
human serum
100nM_STD4.mzML
human serum
10nM_STD1.mzML
human serum
2000nM_STD8.mzML
human serum
200nM_STD5.mzML
human serum
30nM_STD2.mzML
human serum
5000nM_STD9.mzML
human serum
500nM_STD6.mzML
human serum
50nM_STD3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST001804
Initiating REDU-table generation for AN002926
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzXML
BL_12172019_001.mzXML
mzXML
BL_12172019_002.mzXML
mzXML
BL_12172019_003.mzXML
mzXML
BL_12172019_004.mzXML
mzXML
BL_12172019_005.mzXML
mzXML
BL_12172019_006.mzXML
mzXML
BL_12172019_007.mzXML
mzXML
BL_12172019_008.mzXML
mzXML
BL_12172019_009.mzXML
mzXML
BL_12172019_010.mzXML
mzXML
BL_12172019_011.mzXML
mzXML
BL_12172019_012.mzXML
mzXML
Exstd5_1019.mzXML
mzXML
Exstd5_1019_1.mzXML
mzXML
Exstd5_1019_2.mzXML
mzXML
Exstd5_1219.mzXML
mzXML
Exstd5_1219_1.mzXML
mzXML
Exstd5_1219_2.mzXML
mzXML
Isooctane_1.mzXML
mzXML
Isooctane_3.mzXML
mzXML
NIST1957_1.mzXML
mzXML
NIST1957_2.mzXML
mzXML
NIST1957_3.mzXML
mzXML
NIST1957_4.mzXML
mzXML
NIST1958_1.mzXML
mzXML
NIST1958_2.mzXML
mzXML
NIST1958_3.mzXML
mzXML
NIST1958_4.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST002228
No raw data detected. Ignoring ST002228
Processing  ST002959
Initiating REDU-table generation for AN004859
Rest length is 48
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004860
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NEG_EV1_1.mzML
NEG_EV1_2.mzML
NEG_EV1_3.mzML
NEG_EV2_1.mzML
NEG_EV2_2.mzML
NEG_EV2_3.mzML
NEG_EV3_1.mzML
NEG_EV3_2.mzML
NEG_EV3_3.mzML
NEG_EV4_1.mzML
NEG_EV4_2.mzML
NEG_EV4_3.mzML
NEG_SH1_1.mzML
NEG_SH1_2.mzML
NEG_SH1_3.mzML
NEG_SH2_1.mzML
NEG_SH2_2.mzML
NEG_SH2_3.mzML
NEG_SH3_1.mzML
NEG_SH3_2.mzML
NEG_SH3_3.mzML
NEG_SH4_1.mzML
NEG_SH4_2.mzML
NEG_SH4_3.mzML
POS_EV1_1.mzML
POS_EV1_2.mzML
POS_EV1_3.mzML
POS_EV2_1.mzML
POS_EV2_2.mzML
POS_EV2_3.mzML
POS_EV3_1.mzML
POS_EV3_2.mzML
POS_EV3_3.mzML
POS_EV4_1.mzML
POS_EV4_2.mzML
POS_EV4_3.mzML
POS_SH1_1.mzML
POS_SH1_2.mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 72%|███████▏  | 2254/3150 [2:46:14<58:43,  3.93s/it]  
 72%|███████▏  | 2257/3150 [2:46:14<36:48,  2.47s/it]POS_SH1_3.mzML
POS_SH2_1.mzML
POS_SH2_2.mzML
POS_SH2_3.mzML
POS_SH3_1.mzML
POS_SH3_2.mzML
POS_SH3_3.mzML
POS_SH4_1.mzML
POS_SH4_2.mzML
POS_SH4_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST000180
No raw data detected. Ignoring ST000180
Processing  ST000503
No raw data detected. Ignoring ST000503
Processing  ST001287
No raw data detected. Ignoring ST001287
Processing  ST002025
Initiating REDU-table generation for AN003295
Rest length is 356
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data_serumGC
190709bJWsa47_1.cdf
raw_data_serumGC
190709bJWsa48_1.cdf
raw_data_serumGC
190709bJWsa49_1.cdf
raw_data_serumGC
190709bJWsa50_1.cdf
raw_data_serumGC
190710bJWsa01_1.cdf
raw_data_serumGC
190710bJWsa03_1.cdf
raw_data_serumGC
190710bJWsa04_1.cdf
raw_data_serumGC
190710bJWsa05_1.cdf
raw_data_serumGC
190710bJWsa06_1.cdf
raw_data_serumGC
190710bJWsa07_1.cdf
raw_data_serumGC
190710bJWsa08_1.cdf
raw_data_serumGC
190710bJWsa09_1.cdf
raw_data_serumGC
190710bJWsa10_1.cdf
raw_data_serumGC
190710bJWsa11_1.cdf
raw_data_serumGC
190710bJWsa12_1.cdf
raw_data_serumGC
190710bJWsa13_1.cdf
raw_data_serumGC
190710bJWsa14_1.cdf
raw_data_serumGC
190710bJWsa15_1.cdf
raw_data_serumGC
190710bJWsa16_1.cdf
raw_data_serumGC
190710bJWsa17_1.cdf
raw_data_serumGC
190710bJWsa18_1.cdf
raw_data_serumGC
190710bJWsa19_1.cdf
raw_data_serumGC
190710bJWsa20_1.cdf
raw_data_serumGC
190710bJWsa21_1.cdf
raw_data_serumGC
190710bJWsa22_1.cdf
raw_data_serumGC
190710bJWsa23_1.cdf
raw_data_serumGC
190710bJWsa24_1.cdf
raw_data_serumGC
190710bJWsa25_1.cdf
raw_data_serumGC
190710bJWsa26_1.cdf
raw_data_serumGC
190710bJWsa27_1.cdf
raw_data_serumGC
190710bJWsa28_1.cdf
raw_data_serumGC
190710bJWsa29_1.cdf
raw_data_serumGC
190710bJWsa30_1.cdf
raw_data_serumGC
190710bJWsa31_1.cdf
raw_data_serumGC
190710bJWsa32_1.cdf
raw_data_serumGC
190710bJWsa33_1.cdf
raw_data_serumGC
190710bJWsa34_1.cdf
raw_data_serumGC
190710bJWsa35_1.cdf
raw_data_serumGC
190710bJWsa36_1.cdf
raw_data_serumGC
190710bJWsa37_1.cdf
raw_data_serumGC
190710bJWsa38_1.cdf
raw_data_serumGC
190710bJWsa39_1.cdf
raw_data_serumGC
190710bJWsa40_1.cdf
raw_data_serumGC
190710bJWsa41_1.cdf
raw_data_serumGC
190710bJWsa42_1.cdf
raw_data_serumGC
190710bJWsa43_1.cdf
raw_data_serumGC
190710bJWsa44_1.cdf
raw_data_serumGC
190710bJWsa45_1.cdf
raw_data_serumGC
190710bJWsa46_1.cdf
raw_data_serumGC
190710bJWsa47_1.cdf
raw_data_serumGC
190710bJWsa48_1.cdf
raw_data_serumGC
190710bJWsa49_1.cdf
raw_data_serumGC
190710bJWsa50_1.cdf
raw_data_serumGC
190711bJWsa01_1.cdf
raw_data_serumGC
190711bJWsa02_1.cdf
raw_data_serumGC
190711bJWsa03_1.cdf
raw_data_serumGC
190711bJWsa04_1.cdf
raw_data_serumGC
190711bJWsa05_1.cdf
raw_data_serumGC
190711bJWsa06_1.cdf
raw_data_serumGC
190711bJWsa07_1.cdf
raw_data_serumGC
190711bJWsa08_1.cdf
raw_data_serumGC
190711bJWsa09_1.cdf
raw_data_serumGC
190711bJWsa10_1.cdf
raw_data_serumGC
190711bJWsa11_1.cdf
raw_data_serumGC
190711bJWsa12_1.cdf
raw_data_serumGC
190711bJWsa13_1.cdf
raw_data_serumGC
190711bJWsa14_1.cdf
raw_data_serumGC
190711bJWsa15_1.cdf
raw_data_serumGC
190711bJWsa16_1.cdf
raw_data_serumGC
190711bJWsa17_1.cdf
raw_data_serumGC
190711bJWsa18_1.cdf
raw_data_serumGC
190711bJWsa19_1.cdf
raw_data_serumGC
190711bJWsa20_2.cdf
raw_data_serumGC
190711bJWsa21_1.cdf
raw_data_serumGC
190711bJWsa22_1.cdf
raw_data_serumGC
190711bJWsa24_1.cdf
raw_data_serumGC
190711bJWsa25_1.cdf
raw_data_serumGC
190711bJWsa26_1.cdf
raw_data_serumGC
190711bJWsa27_1.cdf
raw_data_serumGC
190711bJWsa28_1.cdf
raw_data_serumGC
190711bJWsa29_1.cdf
raw_data_serumGC
190711bJWsa30_1.cdf
raw_data_serumGC
190711bJWsa31_1.cdf
raw_data_serumGC
190711bJWsa32_1.cdf
raw_data_serumGC
190711bJWsa33_1.cdf
raw_data_serumGC
190711bJWsa34_1.cdf
raw_data_serumGC
190711bJWsa35_1.cdf
raw_data_serumGC
190711bJWsa37_1.cdf
raw_data_serumGC
190711bJWsa38_1.cdf
raw_data_serumGC
190711bJWsa39_1.cdf
raw_data_serumGC
190711bJWsa40_1.cdf
raw_data_serumGC
190711bJWsa41_1.cdf
raw_data_serumGC
190711bJWsa42_1.cdf
raw_data_serumGC
190711bJWsa43_1.cdf
raw_data_serumGC
190711bJWsa44_1.cdf
raw_data_serumGC
190711bJWsa45_1.cdf
raw_data_serumGC
190711bJWsa47_1.cdf
raw_data_serumGC
190711bJWsa48_1.cdf
raw_data_serumGC
190711bJWsa49_1.cdf
raw_data_serumGC
190711bJWsa50_1.cdf
raw_data_serumGC
190712bJWsa01_1.cdf
raw_data_serumGC
190712bJWsa02_1.cdf
raw_data_serumGC
190712bJWsa03_1.cdf
raw_data_serumGC
190712bJWsa04_1.cdf
raw_data_serumGC
190712bJWsa05_1.cdf
raw_data_serumGC
190712bJWsa06_1.cdf
raw_data_serumGC
190712bJWsa07_1.cdf
raw_data_serumGC
190712bJWsa08_1.cdf
raw_data_serumGC
190712bJWsa09_1.cdf
raw_data_serumGC
190712bJWsa10_1.cdf
raw_data_serumGC
190712bJWsa11_1.cdf
raw_data_serumGC
190712bJWsa12_1.cdf
raw_data_serumGC
190712bJWsa13_1.cdf
raw_data_serumGC
190712bJWsa14_1.cdf
raw_data_serumGC
190712bJWsa15_1.cdf
raw_data_serumGC
190712bJWsa16_1.cdf
raw_data_serumGC
190712bJWsa17_1.cdf
raw_data_serumGC
190712bJWsa18_1.cdf
raw_data_serumGC
190712bJWsa19_1.cdf
raw_data_serumGC
190712bJWsa20_1.cdf
raw_data_serumGC
190712bJWsa21_1.cdf
raw_data_serumGC
190712bJWsa22_1.cdf
raw_data_serumGC
190712bJWsa23_1.cdf
raw_data_serumGC
190712bJWsa24_1.cdf
raw_data_serumGC
190712bJWsa25_1.cdf
raw_data_serumGC
190712bJWsa26_2.cdf
raw_data_serumGC
190712bJWsa27_1.cdf
raw_data_serumGC
190712bJWsa28_1.cdf
raw_data_serumGC
190712bJWsa29_1.cdf
raw_data_serumGC
190712bJWsa30_1.cdf
raw_data_serumGC
190712bJWsa31_1.cdf
raw_data_serumGC
190712bJWsa32_1.cdf
raw_data_serumGC
190712bJWsa33_1.cdf
raw_data_serumGC
190712bJWsa34_1.cdf
raw_data_serumGC
190712bJWsa35_1.cdf
raw_data_serumGC
190712bJWsa36_1.cdf
raw_data_serumGC
190712bJWsa37_1.cdf
raw_data_serumGC
190712bJWsa38_1.cdf
raw_data_serumGC
190712bJWsa39_1.cdf
raw_data_serumGC
190712bJWsa40_1.cdf
raw_data_serumGC
190712bJWsa42_1.cdf
raw_data_serumGC
190712bJWsa43_1.cdf
raw_data_serumGC
190712bJWsa44_1.cdf
raw_data_serumGC
190712bJWsa45_1.cdf
raw_data_serumGC
190712bJWsa46_1.cdf
raw_data_serumGC
190712bJWsa47_1.cdf
raw_data_serumGC
190712bJWsa48_1.cdf
raw_data_serumGC
190712bJWsa49_2.cdf
raw_data_serumGC
190712bJWsa50_1.cdf
raw_data_serumGC
190713bJWsa01_1.cdf
raw_data_serumGC
190713bJWsa02_1.cdf
raw_data_serumGC
190713bJWsa03_1.cdf
raw_data_serumGC
190713bJWsa04_1.cdf
raw_data_serumGC
190713bJWsa05_1.cdf
raw_data_serumGC
190713bJWsa06_1.cdf
raw_data_serumGC
190713bJWsa07_1.cdf
raw_data_serumGC
190713bJWsa08_1.cdf
raw_data_serumGC
190713bJWsa09_1.cdf
raw_data_serumGC
190713bJWsa10_1.cdf
raw_data_serumGC
190713bJWsa11_1.cdf
raw_data_serumGC
190713bJWsa12_1.cdf
raw_data_serumGC
190713bJWsa13_1.cdf
raw_data_serumGC
190713bJWsa14_1.cdf
raw_data_serumGC
190713bJWsa15_1.cdf
raw_data_serumGC
190713bJWsa16_1.cdf
raw_data_serumGC
190713bJWsa17_1.cdf
raw_data_serumGC
190713bJWsa18_1.cdf
raw_data_serumGC
190713bJWsa19_1.cdf
raw_data_serumGC
190713bJWsa20_1.cdf
raw_data_serumGC
190713bJWsa21_1.cdf
raw_data_serumGC
190713bJWsa22_1.cdf
raw_data_serumGC
190713bJWsa23_1.cdf
raw_data_serumGC
190713bJWsa24_1.cdf
raw_data_serumGC
190713bJWsa25_1.cdf
raw_data_serumGC
190713bJWsa26_1.cdf
raw_data_serumGC
190713bJWsa27_1.cdf
raw_data_serumGC
190713bJWsa28_1.cdf
raw_data_serumGC
190713bJWsa29_1.cdf
raw_data_serumGC
190713bJWsa30_1.cdf
raw_data_serumGC
190713bJWsa31_1.cdf
raw_data_serumGC
190713bJWsa32_1.cdf
raw_data_serumGC
190713bJWsa33_1.cdf
raw_data_serumGC
190713bJWsa34_1.cdf
raw_data_serumGC
190713bJWsa35_1.cdf
raw_data_serumGC
190713bJWsa36_1.cdf
raw_data_serumGC
190713bJWsa37_1.cdf
raw_data_serumGC
190713bJWsa38_1.cdf
raw_data_serumGC
190713bJWsa39_1.cdf
raw_data_serumGC
190713bJWsa40_1.cdf
raw_data_serumGC
190713bJWsa41_1.cdf
raw_data_serumGC
190713bJWsa42_1.cdf
raw_data_serumGC
190713bJWsa43_1.cdf
raw_data_serumGC
190713bJWsa45_1.cdf
raw_data_serumGC
190713bJWsa46_1.cdf
raw_data_serumGC
190713bJWsa47_1.cdf
raw_data_serumGC
190713bJWsa48_1.cdf
raw_data_serumGC
190713bJWsa49_1.cdf
raw_data_serumGC
190713bJWsa50_1.cdf
raw_data_serumGC
190714bJWsa01_1.cdf
raw_data_serumGC
190714bJWsa02_1.cdf
raw_data_serumGC
190714bJWsa03_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 72%|███████▏  | 2258/3150 [2:46:18<40:55,  2.75s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 72%|███████▏  | 2259/3150 [2:46:21<39:35,  2.67s/it]
 72%|███████▏  | 2263/3150 [2:46:21<19:46,  1.34s/it]
raw_data_serumGC
190714bJWsa04_1.cdf
raw_data_serumGC
190714bJWsa05_1.cdf
raw_data_serumGC
190714bJWsa06_1.cdf
raw_data_serumGC
190714bJWsa07_1.cdf
raw_data_serumGC
190714bJWsa08_1.cdf
raw_data_serumGC
190714bJWsa09_1.cdf
raw_data_serumGC
190714bJWsa10_1.cdf
raw_data_serumGC
190714bJWsa11_1.cdf
raw_data_serumGC
190714bJWsa12_1.cdf
raw_data_serumGC
190714bJWsa13_1.cdf
raw_data_serumGC
190714bJWsa14_1.cdf
raw_data_serumGC
190714bJWsa15_1.cdf
raw_data_serumGC
190714bJWsa16_1.cdf
raw_data_serumGC
190714bJWsa17_1.cdf
raw_data_serumGC
190714bJWsa18_2.cdf
raw_data_serumGC
190714bJWsa19_1.cdf
raw_data_serumGC
190714bJWsa20_1.cdf
raw_data_serumGC
190714bJWsa21_1.cdf
raw_data_serumGC
190714bJWsa22_1.cdf
raw_data_serumGC
190714bJWsa23_1.cdf
raw_data_serumGC
190714bJWsa24_1.cdf
raw_data_serumGC
190714bJWsa25_1.cdf
raw_data_serumGC
190714bJWsa26_1.cdf
raw_data_serumGC
190714bJWsa27_1.cdf
raw_data_serumGC
190714bJWsa28_1.cdf
raw_data_serumGC
190714bJWsa29_1.cdf
raw_data_serumGC
190714bJWsa30_1.cdf
raw_data_serumGC
190714bJWsa31_1.cdf
raw_data_serumGC
190714bJWsa32_1.cdf
raw_data_serumGC
190714bJWsa33_1.cdf
raw_data_serumGC
190714bJWsa34_1.cdf
raw_data_serumGC
190714bJWsa35_1.cdf
raw_data_serumGC
190714bJWsa36_1.cdf
raw_data_serumGC
190714bJWsa37_1.cdf
raw_data_serumGC
190714bJWsa38_1.cdf
raw_data_serumGC
190714bJWsa39_1.cdf
raw_data_serumGC
190714bJWsa40_1.cdf
raw_data_serumGC
190714bJWsa41_1.cdf
raw_data_serumGC
190714bJWsa42_1.cdf
raw_data_serumGC
190714bJWsa43_1.cdf
raw_data_serumGC
190714bJWsa44_1.cdf
raw_data_serumGC
190714bJWsa45_1.cdf
raw_data_serumGC
190714bJWsa46_1.cdf
raw_data_serumGC
190714bJWsa47_1.cdf
raw_data_serumGC
190714bJWsa48_1.cdf
raw_data_serumGC
190714bJWsa49_1.cdf
raw_data_serumGC
190714bJWsa50_1.cdf
raw_data_serumGC
190715bJWsa01_1.cdf
raw_data_serumGC
190715bJWsa02_1.cdf
raw_data_serumGC
190715bJWsa03_1.cdf
raw_data_serumGC
190715bJWsa04_1.cdf
raw_data_serumGC
190715bJWsa05_1.cdf
raw_data_serumGC
190715bJWsa06_1.cdf
raw_data_serumGC
190715bJWsa07_1.cdf
raw_data_serumGC
190715bJWsa08_1.cdf
raw_data_serumGC
190715bJWsa09_1.cdf
raw_data_serumGC
190715bJWsa10_1.cdf
raw_data_serumGC
190715bJWsa11_1.cdf
raw_data_serumGC
190715bJWsa12_1.cdf
raw_data_serumGC
190715bJWsa13_1.cdf
raw_data_serumGC
190715bJWsa14_1.cdf
raw_data_serumGC
190715bJWsa15_1.cdf
raw_data_serumGC
190715bJWsa16_1.cdf
raw_data_serumGC
190715bJWsa17_1.cdf
raw_data_serumGC
190715bJWsa18_1.cdf
raw_data_serumGC
190715bJWsa19_1.cdf
raw_data_serumGC
190715bJWsa20_1.cdf
raw_data_serumGC
190715bJWsa21_1.cdf
raw_data_serumGC
190715bJWsa22_1.cdf
raw_data_serumGC
190715bJWsa23_1.cdf
raw_data_serumGC
190715bJWsa24_1.cdf
raw_data_serumGC
190715bJWsa25_1.cdf
raw_data_serumGC
190715bJWsa26_1.cdf
raw_data_serumGC
190715bJWsa27_1.cdf
raw_data_serumGC
190715bJWsa28_1.cdf
raw_data_serumGC
190715bJWsa29_1.cdf
raw_data_serumGC
190715bJWsa30_1.cdf
raw_data_serumGC
190715bJWsa31_1.cdf
raw_data_serumGC
190715bJWsa32_1.cdf
raw_data_serumGC
190715bJWsa33_1.cdf
raw_data_serumGC
190715bJWsa34_1.cdf
raw_data_serumGC
190715bJWsa35_1.cdf
raw_data_serumGC
190715bJWsa36_1.cdf
raw_data_serumGC
190715bJWsa37_1.cdf
raw_data_serumGC
190715bJWsa38_1.cdf
raw_data_serumGC
190715bJWsa39_1.cdf
raw_data_serumGC
190715bJWsa40_1.cdf
raw_data_serumGC
190715bJWsa41_1.cdf
raw_data_serumGC
190715bJWsa42_1.cdf
raw_data_serumGC
190715bJWsa43_1.cdf
raw_data_serumGC
190715bJWsa44_1.cdf
raw_data_serumGC
190715bJWsa45_1.cdf
raw_data_serumGC
190715bJWsa46_1.cdf
raw_data_serumGC
190715bJWsa47_1.cdf
raw_data_serumGC
190715bJWsa48_1.cdf
raw_data_serumGC
190715bJWsa49_1.cdf
raw_data_serumGC
190715bJWsa50_1.cdf
raw_data_serumGC
190716bJWsa01_1.cdf
raw_data_serumGC
190716bJWsa02_1.cdf
raw_data_serumGC
190716bJWsa03_1.cdf
raw_data_serumGC
190716bJWsa04_1.cdf
raw_data_serumGC
190716bJWsa05_1.cdf
raw_data_serumGC
190716bJWsa06_1.cdf
raw_data_serumGC
190716bJWsa07_1.cdf
raw_data_serumGC
190716bJWsa08_1.cdf
raw_data_serumGC
190716bJWsa09_1.cdf
raw_data_serumGC
190716bJWsa10_1.cdf
raw_data_serumGC
190716bJWsa11_1.cdf
raw_data_serumGC
190716bJWsa12_1.cdf
raw_data_serumGC
190716bJWsa13_1.cdf
raw_data_serumGC
190716bJWsa14_1.cdf
raw_data_serumGC
190716bJWsa15_1.cdf
raw_data_serumGC
190716bJWsa16_1.cdf
raw_data_serumGC
190716bJWsa17_1.cdf
raw_data_serumGC
190716bJWsa18_1.cdf
raw_data_serumGC
190716bJWsa19_1.cdf
raw_data_serumGC
190716bJWsa20_1.cdf
raw_data_serumGC
190716bJWsa21_1.cdf
raw_data_serumGC
190716bJWsa22_1.cdf
raw_data_serumGC
190716bJWsa23_1.cdf
raw_data_serumGC
190716bJWsa24_1.cdf
raw_data_serumGC
190716bJWsa25_1.cdf
raw_data_serumGC
190716bJWsa26_1.cdf
raw_data_serumGC
190716bJWsa27_1.cdf
raw_data_serumGC
190716bJWsa28_1.cdf
raw_data_serumGC
190716bJWsa29_1.cdf
raw_data_serumGC
190716bJWsa30_1.cdf
raw_data_serumGC
190716bJWsa32_2.cdf
raw_data_serumGC
190716bJWsa33_1.cdf
raw_data_serumGC
190716bJWsa34_1.cdf
raw_data_serumGC
190716bJWsa35_1.cdf
raw_data_serumGC
190716bJWsa36_1.cdf
raw_data_serumGC
190716bJWsa37_1.cdf
raw_data_serumGC
190716bJWsa38_1.cdf
raw_data_serumGC
190716bJWsa39_1.cdf
raw_data_serumGC
190716bJWsa40_1.cdf
raw_data_serumGC
190716bJWsa41_1.cdf
raw_data_serumGC
190716bJWsa42_1.cdf
raw_data_serumGC
190716bJWsa43_1.cdf
raw_data_serumGC
190716bJWsa44_1.cdf
raw_data_serumGC
190716bJWsa45_1.cdf
raw_data_serumGC
190716bJWsa46_1.cdf
raw_data_serumGC
190716bJWsa47_1.cdf
raw_data_serumGC
190716bJWsa48_1.cdf
raw_data_serumGC
190716bJWsa49_1.cdf
raw_data_serumGC
190716bJWsa50_1.cdf
raw_data_serumGC
190717bJWsa01_1.cdf
raw_data_serumGC
190717bJWsa02_1.cdf
raw_data_serumGC
190717bJWsa03_1.cdf
raw_data_serumGC
190717bJWsa04_1.cdf
raw_data_serumGC
190717bJWsa05_1.cdf
raw_data_serumGC
190717bJWsa06_1.cdf
raw_data_serumGC
190717bJWsa07_1.cdf
raw_data_serumGC
190717bJWsa08_1.cdf
raw_data_serumGC
190717bJWsa09_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 356 rows!
Extracted information for 356 samples.
Processing  ST003072
Initiating REDU-table generation for AN005030
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230303_QEF1_HILIC_T3T4Embryo_RF377.raw
20230303_QEF1_HILIC_T3T4Embryo_RF378.raw
20230303_QEF1_HILIC_T3T4Embryo_RF379.raw
20230303_QEF1_HILIC_T3T4Embryo_RF380.raw
20230303_QEF1_HILIC_T3T4Embryo_RF381.raw
20230303_QEF1_HILIC_T3T4Embryo_RF382.raw
20230303_QEF1_HILIC_T3T4Embryo_RF383.raw
20230303_QEF1_HILIC_T3T4Embryo_RF384.raw
20230303_QEF1_HILIC_T3T4Embryo_RF385.raw
20230303_QEF1_HILIC_T3T4Embryo_RF386.raw
20230303_QEF1_HILIC_T3T4Embryo_RF387.raw
20230303_QEF1_HILIC_T3T4Embryo_RF388.raw
20230303_QEF1_HILIC_T3T4Embryo_RF389.raw
20230303_QEF1_HILIC_T3T4Embryo_RF390.raw
20230303_QEF1_HILIC_T3T4Embryo_RF391.raw
20230303_QEF1_HILIC_T3T4Embryo_RF392.raw
20230303_QEF1_HILIC_T3T4Embryo_RF393.raw
20230303_QEF1_HILIC_T3T4Embryo_RF394.raw
20230303_QEF1_HILIC_T3T4Embryo_RF395.raw
20230303_QEF1_HILIC_T3T4Embryo_RF396.raw
20230303_QEF1_HILIC_T3T4Embryo_RF397.raw
20230303_QEF1_HILIC_T3T4Embryo_RF398.raw
20230303_QEF1_HILIC_T3T4Embryo_RF399.raw
20230303_QEF1_HILIC_T3T4Embryo_RF400.raw
20230303_QEF1_HILIC_T3T4Embryo_RF401.raw
20230303_QEF1_HILIC_T3T4Embryo_RF402.raw
20230303_QEF1_HILIC_T3T4Embryo_RF403.raw
20230303_QEF1_HILIC_T3T4Embryo_RF404.raw
20230303_QEF1_HILIC_T3T4Embryo_RF405.raw
20230303_QEF1_HILIC_T3T4Embryo_RF406.raw
20230303_QEF1_HILIC_T3T4Embryo_RF407.raw
20230303_QEF1_HILIC_T3T4Embryo_RF408.raw
20230303_QEF1_HILIC_T3T4Embryo_RF409.raw
20230303_QEF1_HILIC_T3T4Embryo_RF410.raw
20230303_QEF1_HILIC_T3T4Embryo_RF411.raw
20230303_QEF1_HILIC_T3T4Embryo_RF412.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST001404
No raw data detected. Ignoring ST001404
Processing  ST000206
No raw data detected. Ignoring ST000206
Processing  ST002384
No raw data detected. Ignoring ST002384
Processing  ST000591
No raw data detected. Ignoring ST000591
Processing  ST002190
Initiating REDU-table generation for AN003584
Rest length is 10
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003585/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
Hadeer data
06DEC2018_Hadeer_neg_cell1_MS01 Analyte 3.mzML
Hadeer data
06DEC2018_Hadeer_neg_cell2_MS01 Analyte 3.mzML
Hadeer data
06DEC2018_Hadeer_neg_cell3_MS01 Analyte 3.mzML
Hadeer data
06Decv18_manchesterUni_Hadeer_cell1_PosMS01 Analyte 1.mzML
Hadeer data
06Decv18_manchesterUni_Hadeer_cell2_PosMS01 Analyte 1.mzML
Hadeer data
06Decv18_manchesterUni_Hadeer_cell3_PosMS01 Analyte 1.mzML
Hadeer data
06Decv18_manchesterUni_Hadeer_cell4_PosMS01 Analyte 1.mzML
Hadeer data
06Decv18_manchesterUni_Hadeer_cell5_PosMS01 Analyte 1.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST002487
Initiating REDU-table generation for AN004060
Rest length is 15
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 777.00it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN004061
Rest length is 15
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/15 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 15/15 [00:00<00:00, 791.82it/s]

 72%|███████▏  | 2265/3150 [2:46:24<21:18,  1.44s/it]
 72%|███████▏  | 2268/3150 [2:46:24<13:49,  1.06it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 72%|███████▏  | 2270/3150 [2:46:27<14:19,  1.02it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 72%|███████▏  | 2274/3150 [2:46:29<12:25,  1.18it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000820
No raw data detected. Ignoring ST000820
Processing  ST001197
No raw data detected. Ignoring ST001197
Processing  ST003304
No raw data detected. Ignoring ST003304
Processing  ST002499
Initiating REDU-table generation for AN004106
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
converted
0-1.mzML
converted
0-2.mzML
converted
0-3.mzML
converted
0-4.mzML
converted
0-5.mzML
converted
1-1.mzML
converted
1-2.mzML
converted
1-3.mzML
converted
1-4.mzML
converted
1-5.mzML
converted
3-1.mzML
converted
3-2.mzML
converted
3-3.mzML
converted
3-4.mzML
converted
3-5.mzML
converted
8-1.mzML
converted
8-2.mzML
converted
8-3.mzML
converted
8-4.mzML
converted
8-5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST003190
No raw data detected. Ignoring ST003190
Processing  ST002323
No raw data detected. Ignoring ST002323
Processing  ST000566
No raw data detected. Ignoring ST000566
Processing  ST000645
No raw data detected. Ignoring ST000645
Processing  ST000934
Initiating REDU-table generation for AN001531
Rest length is 32
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Desktop
neg_MS
neg_MS1
S-0041.raw
Desktop
neg_MS
neg_MS1
S-0042.raw
Desktop
neg_MS
neg_MS10
U-221.raw
Desktop
neg_MS
neg_MS10
U-222.raw
Desktop
neg_MS
neg_MS11
U-223.raw
Desktop
neg_MS
neg_MS11
U-391.raw
Desktop
neg_MS
neg_MS12
U-162.raw
Desktop
neg_MS
neg_MS12
U-393.raw
Desktop
neg_MS
neg_MS13
U-401.raw
Desktop
neg_MS
neg_MS13
U-402.raw
Desktop
neg_MS
neg_MS14
U-392.raw
Desktop
neg_MS
neg_MS14
U-403.raw
Desktop
neg_MS
neg_MS15
U-1122.raw
Desktop
neg_MS
neg_MS15
U-463.raw
Desktop
neg_MS
neg_MS16
U-461.raw
Desktop
neg_MS
neg_MS16
U-462.raw
Desktop
neg_MS
neg_MS2
S-0043.raw
Desktop
neg_MS
neg_MS2
S-221.raw
Desktop
neg_MS
neg_MS3
S-222.raw
Desktop
neg_MS
neg_MS3
S-391.raw
Desktop
neg_MS
neg_MS4
S-223.raw
Desktop
neg_MS
neg_MS4
S-392.raw
Desktop
neg_MS
neg_MS5
S-393.raw
Desktop
neg_MS
neg_MS5
S-401.raw
Desktop
neg_MS
neg_MS6
S-402.raw
Desktop
neg_MS
neg_MS6
S-403.raw
Desktop
neg_MS
neg_MS7
S-461.raw
Desktop
neg_MS
neg_MS7
U-41.raw
Desktop
neg_MS
neg_MS8
S-462.raw
Desktop
neg_MS
neg_MS8
U-43.raw
Desktop
neg_MS
neg_MS9
S-463.raw
Desktop
neg_MS
neg_MS9
U-42.raw
Desktop
pos_ms
pos_ms1
pos_ms1_1
S-221.raw
Desktop
pos_ms
pos_ms1
pos_ms1_2
S-0041.raw
Desktop
pos_ms
pos_ms1
pos_ms1_2
S-0042.raw
Desktop
pos_ms
pos_ms1
pos_ms_1_3
S-222.raw
Desktop
pos_ms
pos_ms1
pos_ms_1_3
S-392.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 37 rows!
Extracted information for 37 samples.
Processing  ST002015
No raw data detected. Ignoring ST002015
Processing  ST000927
No raw data detected. Ignoring ST000927
Processing  ST002714
Initiating REDU-table generation for AN004399
Rest length is 20
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 645.26it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004400
Rest length is 20
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 667.80it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 72%|███████▏  | 2277/3150 [2:46:32<12:55,  1.13it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 72%|███████▏  | 2279/3150 [2:46:36<16:39,  1.15s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 72%|███████▏  | 2280/3150 [2:46:39<19:31,  1.35s/it]
 73%|███████▎  | 2284/3150 [2:46:39<10:59,  1.31it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2286/3150 [2:46:41<11:55,  1.21it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
FC8 raw files
negative
FC8-1-.raw
FC8 raw files
negative
FC8-10-.raw
FC8 raw files
negative
FC8-11-.raw
FC8 raw files
negative
FC8-12-.raw
FC8 raw files
negative
FC8-13-.raw
FC8 raw files
negative
FC8-14-.raw
FC8 raw files
negative
FC8-15-.raw
FC8 raw files
negative
FC8-16-.raw
FC8 raw files
negative
FC8-17-.raw
FC8 raw files
negative
FC8-18-.raw
FC8 raw files
negative
FC8-19-.raw
FC8 raw files
negative
FC8-2-.raw
FC8 raw files
negative
FC8-20-.raw
FC8 raw files
negative
FC8-3-.raw
FC8 raw files
negative
FC8-4-.raw
FC8 raw files
negative
FC8-5-.raw
FC8 raw files
negative
FC8-6-.raw
FC8 raw files
negative
FC8-8-.raw
FC8 raw files
negative
FC8-9-.raw
FC8 raw files
positive
FC8-1+.raw
FC8 raw files
positive
FC8-10+.raw
FC8 raw files
positive
FC8-11+.raw
FC8 raw files
positive
FC8-12+.raw
FC8 raw files
positive
FC8-13+.raw
FC8 raw files
positive
FC8-14+.raw
FC8 raw files
positive
FC8-15+.raw
FC8 raw files
positive
FC8-16+.raw
FC8 raw files
positive
FC8-17+.raw
FC8 raw files
positive
FC8-18+.raw
FC8 raw files
positive
FC8-19+.raw
FC8 raw files
positive
FC8-2+.raw
FC8 raw files
positive
FC8-20+.raw
FC8 raw files
positive
FC8-3+.raw
FC8 raw files
positive
FC8-4+.raw
FC8 raw files
positive
FC8-5+.raw
FC8 raw files
positive
FC8-6+.raw
FC8 raw files
positive
FC8-8+.raw
FC8 raw files
positive
FC8-9+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 38 rows!
Extracted information for 38 samples.
Processing  ST000737
No raw data detected. Ignoring ST000737
Processing  ST002419
Initiating REDU-table generation for AN003940
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
180626dCSsa01_1.cdf
180626dCSsa02_1.cdf
180626dCSsa03_1.cdf
180626dCSsa04_1.cdf
180626dCSsa05_1.cdf
180626dCSsa06_1.cdf
180626dCSsa07_1.cdf
180626dCSsa08_1.cdf
180626dCSsa09_1.cdf
180626dCSsa10_1.cdf
180626dCSsa11_1.cdf
180626dCSsa12_1.cdf
180626dCSsa13_1.cdf
180626dCSsa14_1.cdf
180626dCSsa15_1.cdf
180626dCSsa16_1.cdf
180626dCSsa17_1.cdf
180626dCSsa18_1.cdf
180626dCSsa19_1.cdf
180626dCSsa20_1.cdf
180626dCSsa21_1.cdf
180626dCSsa22_1.cdf
180626dCSsa23_1.cdf
180626dCSsa24_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST003144
Initiating REDU-table generation for AN005159
Rest length is 4
raw file key found.
Initiating REDU-table generation for AN005160
Rest length is 4
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
78_irbcs_p_1.raw
78_irbcs_p_2.raw
78_irbcs_p_3.raw
78_irbcs_p_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 4 rows!
Extracted information for 4 samples.
Processing  ST000617
No raw data detected. Ignoring ST000617
Processing  ST001213
No raw data detected. Ignoring ST001213
Processing  ST001939
No raw data detected. Ignoring ST001939
Processing  ST000223
No raw data detected. Ignoring ST000223
Processing  ST000901
Initiating REDU-table generation for AN001467
Rest length is 16
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
data upload
PM D3-17 e2.mzML
data upload
PM D3-17 e3.mzML
data upload
PM D3-18 e1.mzML
data upload
PM D3-18 e2.mzML
data upload
PM D4-16 e1.mzML
data upload
PM D4-16 e3.mzML
data upload
PM D4-18 e1.mzML
data upload
PM D4-18 e2.mzML
data upload
PM PL-5 e1.mzML
data upload
PM PL-5 e2.mzML
data upload
viv-1.mzML
data upload
viv-2.mzML
data upload
viv-9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 13 rows!
Extracted information for 13 samples.
Processing  ST002971
No raw data detected. Ignoring ST002971
Processing  ST003568
Initiating REDU-table generation for AN005861
Rest length is 6
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 1828.38it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005862
Rest length is 6
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 1553.25it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2287/3150 [2:46:44<15:58,  1.11s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2288/3150 [2:46:46<18:15,  1.27s/it]
 73%|███████▎  | 2291/3150 [2:46:46<10:40,  1.34it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2293/3150 [2:46:49<13:08,  1.09it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2294/3150 [2:46:51<17:08,  1.20s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2295/3150 [2:46:53<19:31,  1.37s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2297/3150 [2:47:00<29:14,  2.06s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2298/3150 [2:47:29<1:46:37,  7.51s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
174136
T2318024a_N.mzXML
174136
T2318024a_P.mzXML
174136
T2318025a_N.mzXML
174136
T2318025a_P.mzXML
174136
T2318026a_N.mzXML
174136
T2318026a_P.mzXML
174136
T2318027a_N.mzXML
174136
T2318027a_P.mzXML
174136
T2318028a_N.mzXML
174136
T2318028a_P.mzXML
174136
T2318029a_N.mzXML
174136
T2318029a_P.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002898
Initiating REDU-table generation for AN004757
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20220615_AM_Inhibitor48hr_KM_AM769.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM770.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM771.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM772.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM773.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM774.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM775.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM776.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM777.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM778.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM779.raw
Copy of 20220615_AM_Inhibitor48hr_KM_AM780.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000961
No raw data detected. Ignoring ST000961
Processing  ST001142
No raw data detected. Ignoring ST001142
Processing  ST001734
No raw data detected. Ignoring ST001734
Processing  ST002983
No raw data detected. Ignoring ST002983
Processing  ST003242
Initiating REDU-table generation for AN005311
Rest length is 8
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005312
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
4877
Neg_Kidney_CreERT2_210.raw
4877
Neg_Kidney_CreERT2_216.raw
4877
Neg_Kidney_CreERT2_223.raw
4877
Neg_Kidney_CreERT2_232.raw
4877
Neg_Kidney_FF_218.raw
4877
Neg_Kidney_FF_219.raw
4877
Neg_Kidney_FF_225.raw
4877
Neg_Kidney_FF_226.raw
4877
Pos_Kidney_CreERT2_210.raw
4877
Pos_Kidney_CreERT2_216.raw
4877
Pos_Kidney_CreERT2_223.raw
4877
Pos_Kidney_CreERT2_232.raw
4877
Pos_Kidney_FF_218.raw
4877
Pos_Kidney_FF_219.raw
4877
Pos_Kidney_FF_225.raw
4877
Pos_Kidney_FF_226.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST003009
Initiating REDU-table generation for AN004940
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Cre_M_12h_neg_1.raw
Cre_M_12h_neg_2.raw
Cre_M_12h_neg_3.raw
Cre_M_1h_neg_1.raw
Cre_M_1h_neg_2.raw
Cre_M_1h_neg_3.raw
Cre_M_24h_neg_1.raw
Cre_M_24h_neg_2.raw
Cre_M_24h_neg_3.raw
Cre_M_6h_neg_1.raw
Cre_M_6h_neg_2.raw
Cre_M_6h_neg_3.raw
EV_M_1h_neg_1.raw
EV_M_1h_neg_2.raw
EV_M_1h_neg_3.raw
EV_M_24h_neg_1.raw
EV_M_24h_neg_2.raw
EV_M_24h_neg_3.raw
EV_M_6h_neg_1.raw
EV_M_6h_neg_2.raw
EV_M_6h_neg_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST001986
Initiating REDU-table generation for AN003237
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MYdata
RH2-01.raw
MYdata
RH2-02.raw
MYdata
RH2-03.raw
MYdata
RH2-04.raw
MYdata
RH2-05.raw
MYdata
RH2-06.raw
MYdata
RH2-07.raw
MYdata
RH2-08.raw
MYdata
RH2-09.raw
MYdata
RH2-10.raw
MYdata
RH2-11.raw
MYdata
RH2-12.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002277
No raw data detected. Ignoring ST002277
Processing  ST002975
Initiating REDU-table generation for AN004885
Rest length is 56
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Plasma
1A1-01-10368.d
Plasma
1A2-02-10371.d
Plasma
1A3-02-10373.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST001834
Initiating REDU-table generation for AN002976
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
BurgerData
Raw Files
GB-01.CDF
BurgerData
Raw Files
GB-02.CDF
BurgerData
Raw Files
GB-03.CDF
BurgerData
Raw Files
GB-04.CDF
BurgerData
Raw Files
GB-05.CDF
BurgerData
Raw Files
GB-06.CDF
BurgerData
Raw Files
GB-07.CDF
BurgerData
Raw Files
GB-08.CDF
BurgerData
Raw Files
GB-09.CDF
BurgerData
Raw Files
GB-10.CDF
BurgerData
Raw Files
GB-11.CDF
BurgerData
Raw Files
GB-12.CDF
BurgerData
Raw Files
GB-13.CDF
BurgerData
Raw Files
GB-14.CDF
BurgerData
Raw Files
GB-15.CDF
BurgerData
Raw Files
GB-16.CDF
BurgerData
Raw Files
GB-17.CDF
BurgerData
Raw Files
GB-18.CDF
BurgerData
Raw Files
IB-01.CDF
BurgerData
Raw Files
IB-02.CDF
BurgerData
Raw Files
IB-03.CDF
BurgerData
Raw Files
IB-04.CDF
BurgerData
Raw Files
IB-05.CDF
BurgerData
Raw Files
IB-06.CDF
BurgerData
Raw Files
IB-07.CDF
BurgerData
Raw Files
IB-08.CDF
BurgerData
Raw Files
IB-09.CDF
BurgerData
Raw Files
IB-10.CDF
BurgerData
Raw Files
IB-11.CDF
BurgerData
Raw Files
IB-12.CDF
BurgerData
Raw Files
IB-13.CDF
BurgerData
Raw Files
IB-14.CDF
BurgerData
Raw Files
IB-15.CDF
BurgerData
Raw Files
IB-16.CDF
BurgerData
Raw Files
IB-17.CDF
BurgerData
Raw Files
IB-18.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST003021
Initiating REDU-table generation for AN004955
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1105.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1106.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1107.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1108.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1113.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1114.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1115.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1116.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1117.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1118.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1119.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1120.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1125.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2299/3150 [2:47:31<1:30:39,  6.39s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2300/3150 [2:47:34<1:18:35,  5.55s/it]
 73%|███████▎  | 2301/3150 [2:47:34<58:41,  4.15s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2303/3150 [2:47:38<44:56,  3.18s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2304/3150 [2:47:41<44:26,  3.15s/it]
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1126.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1127.raw
Dataset20_longterm_lowFA_PKCi_K562_porphyrin
Copy of 20231006_QEF2_Phenomenex_K562Heme_AdamRevision_AM1128.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST001170
Initiating REDU-table generation for AN001935
Rest length is 90
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
0.1_NC_0h_1.wiff
0.1_NC_0h_2.wiff
0.1_NC_0h_3.wiff
0.1_NC_0h_4.wiff
0.1_NC_0h_5.wiff
0.1_NC_24h_1.wiff
0.1_NC_24h_2.wiff
0.1_NC_24h_3.wiff
0.1_NC_24h_4.wiff
0.1_NC_24h_5.wiff
0.1_NC_48h_1.wiff
0.1_NC_48h_2.wiff
0.1_NC_48h_3.wiff
0.1_NC_48h_4.wiff
0.1_NC_48h_5.wiff
10_12h_1.wiff
10_12h_2.wiff
10_12h_3.wiff
10_12h_4.wiff
10_12h_5.wiff
10_24h_1.wiff
10_24h_2.wiff
10_24h_3.wiff
10_24h_4.wiff
10_24h_5.wiff
10_36h_1.wiff
10_36h_2.wiff
10_36h_3.wiff
10_36h_4.wiff
10_36h_5.wiff
10_48h_1.wiff
10_48h_2.wiff
10_48h_3.wiff
10_48h_4.wiff
10_48h_5.wiff
10_NC_0h_1.wiff
10_NC_0h_2.wiff
10_NC_0h_3.wiff
10_NC_0h_4.wiff
10_NC_0h_5.wiff
10_NC_12h_1.wiff
10_NC_12h_2.wiff
10_NC_12h_3.wiff
10_NC_12h_4.wiff
10_NC_12h_5.wiff
10_NC_24h_1.wiff
10_NC_24h_2.wiff
10_NC_24h_3.wiff
10_NC_24h_4.wiff
10_NC_24h_5.wiff
10_NC_36h_1.wiff
10_NC_36h_2.wiff
10_NC_36h_3.wiff
10_NC_36h_4.wiff
10_NC_36h_5.wiff
10_NC_48h_1.wiff
10_NC_48h_2.wiff
10_NC_48h_3.wiff
10_NC_48h_4.wiff
10_NC_48h_5.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST001323
No raw data detected. Ignoring ST001323
Processing  ST000862
No raw data detected. Ignoring ST000862
Processing  ST002981
Initiating REDU-table generation for AN004899
Rest length is 78
raw file key found.
Initiating REDU-table generation for AN004900
Rest length is 78
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
0_1.raw
0_2.raw
0_3.raw
0_4.raw
0_5.raw
0_6.raw
100n-10-16_1.raw
100n-10-16_2.raw
100n-10-16_3.raw
100n-10-16_4.raw
100n-10-16_5.raw
100n-10-16_6.raw
100n-10-5d_1.raw
100n-10-5d_2.raw
100n-10-5d_3.raw
100n-10-5d_4.raw
100n-10-5d_5.raw
100n-10-5d_6.raw
100n-16-24_1.raw
100n-16-24_2.raw
100n-16-24_3.raw
100n-16-24_4.raw
100n-16-24_5.raw
100n-16-24_6.raw
100n-24-36_1.raw
100n-24-36_2.raw
100n-24-36_3.raw
100n-24-36_4.raw
100n-24-36_5.raw
100n-24-36_6.raw
1n-10-16_1.raw
1n-10-16_2.raw
1n-10-16_3.raw
1n-10-16_4.raw
1n-10-16_5.raw
1n-10-16_6.raw
1n-10-5d_1.raw
1n-10-5d_2.raw
1n-10-5d_3.raw
1n-10-5d_4.raw
1n-10-5d_5.raw
1n-10-5d_6.raw
1n-16-24_1.raw
1n-16-24_2.raw
1n-16-24_3.raw
1n-16-24_4.raw
1n-16-24_5.raw
1n-16-24_6.raw
1n-24-36_1.raw
1n-24-36_2.raw
1n-24-36_3.raw
1n-24-36_4.raw
1n-24-36_5.raw
1n-24-36_6.raw
250n-10-16_1.raw
250n-10-16_2.raw
250n-10-16_3.raw
250n-10-16_4.raw
250n-10-16_5.raw
250n-10-16_6.raw
250n-10-5d_1.raw
250n-10-5d_2.raw
250n-10-5d_3.raw
250n-10-5d_4.raw
250n-10-5d_5.raw
250n-10-5d_6.raw
250n-16-24_1.raw
250n-16-24_2.raw
250n-16-24_3.raw
250n-16-24_4.raw
250n-16-24_5.raw
250n-16-24_6.raw
250n-24-36_1.raw
250n-24-36_2.raw
250n-24-36_3.raw
250n-24-36_4.raw
250n-24-36_5.raw
250n-24-36_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 78 rows!
Extracted information for 78 samples.
Processing  ST002278
Initiating REDU-table generation for AN003722
Rest length is 50
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lipids_data_2
KIT3-0-5504_1024019798_03_1_1_1_00_1024025731.wiff
Lipids_data_2
KIT3-0-5504_1024019798_04_1_1_1_00_1024025813.wiff
Lipids_data_2
KIT3-0-5504_1024019798_05_1_1_1_00_1024025890.wiff
Lipids_data_2
KIT3-0-5504_1024019798_06_1_1_1_00_1024028825.wiff
Lipids_data_2
KIT3-0-5504_1024019798_07_1_1_1_00_1024028908.wiff
Lipids_data_2
KIT3-0-5504_1024019798_08_1_1_1_00_1024019677.wiff
Lipids_data_2
KIT3-0-5504_1024019798_09_1_1_1_00_1024019750.wiff
Lipids_data_2
KIT3-0-5504_1024019798_15_1_1_1_00_1024025745.wiff
Lipids_data_2
KIT3-0-5504_1024019798_16_1_1_1_00_1024025828.wiff
Lipids_data_2
KIT3-0-5504_1024019798_17_1_1_1_00_1024028757.wiff
Lipids_data_2
KIT3-0-5504_1024019798_18_1_1_1_00_1024028830.wiff
Lipids_data_2
KIT3-0-5504_1024019798_19_1_1_1_00_1024028912.wiff
Lipids_data_2
KIT3-0-5504_1024019798_20_1_1_1_00_1024019681.wiff
Lipids_data_2
KIT3-0-5504_1024019798_21_1_1_1_00_1024019764.wiff
Lipids_data_2
KIT3-0-5504_1024019798_27_1_1_1_00_1024025750.wiff
Lipids_data_2
KIT3-0-5504_1024019798_28_1_1_1_00_1024025832.wiff
Lipids_data_2
KIT3-0-5504_1024019798_30_1_1_1_00_1024028844.wiff
Lipids_data_2
KIT3-0-5504_1024019798_31_1_1_1_00_1024028927.wiff
Lipids_data_2
KIT3-0-5504_1024019798_32_1_1_1_00_1024019696.wiff
Lipids_data_2
KIT3-0-5504_1024019798_33_1_1_1_00_1024019779.wiff
Lipids_data_2
KIT3-0-5504_1024019798_39_1_1_1_00_1024025764.wiff
Lipids_data_2
KIT3-0-5504_1024019798_40_1_1_1_00_1024025847.wiff
Lipids_data_2
KIT3-0-5504_1024019798_41_1_1_1_00_1024028776.wiff
Lipids_data_2
KIT3-0-5504_1024019798_42_1_1_1_00_1024028859.wiff
Lipids_data_2
KIT3-0-5504_1024019798_43_1_1_1_00_1024028931.wiff
Lipids_data_2
KIT3-0-5504_1024019798_44_1_1_1_00_1024019707.wiff
Lipids_data_2
KIT3-0-5504_1024019798_51_1_1_1_00_1024025779.wiff
Lipids_data_2
KIT3-0-5504_1024019798_52_1_1_1_00_1024025851.wiff
Lipids_data_2
KIT3-0-5504_1024019798_53_1_1_1_00_1024028781.wiff
Lipids_data_2
KIT3-0-5504_1024019798_54_1_1_1_00_1024028863.wiff
Lipids_data_2
KIT3-0-5504_1024019798_55_1_1_1_00_1024019639.wiff
Lipids_data_2
KIT3-0-5504_1024019798_56_1_1_1_00_1024019711.wiff
Lipids_data_2
KIT3-0-5504_1024019798_63_1_1_1_00_1024025783.wiff
Lipids_data_2
KIT3-0-5504_1024019798_64_1_1_1_00_1024025866.wiff
Lipids_data_2
KIT3-0-5504_1024019798_65_1_1_1_00_1024028795.wiff
Lipids_data_2
KIT3-0-5504_1024019798_66_1_1_1_00_1024028878.wiff
Lipids_data_2
KIT3-0-5504_1024019798_67_1_1_1_00_1024019643.wiff
Lipids_data_2
KIT3-0-5504_1024019798_68_1_1_1_00_1024019726.wiff
Lipids_data_2
KIT3-0-5504_1024019798_74_1_1_1_00_1024025711.wiff
Lipids_data_2
KIT3-0-5504_1024019798_75_1_1_1_00_1024025798.wiff
Lipids_data_2
KIT3-0-5504_1024019798_76_1_1_1_00_1024025871.wiff
Lipids_data_2
KIT3-0-5504_1024019798_77_1_1_1_00_1024028806.wiff
Lipids_data_2
KIT3-0-5504_1024019798_78_1_1_1_00_1024028882.wiff
Lipids_data_2
KIT3-0-5504_1024019798_79_1_1_1_00_1024019658.wiff
Lipids_data_2
KIT3-0-5504_1024019798_80_1_1_1_00_1024019731.wiff
Lipids_data_2
KIT3-0-5504_1024019798_86_1_1_1_00_1024025726.wiff
Lipids_data_2
KIT3-0-5504_1024019798_87_1_1_1_00_1024025809.wiff
Lipids_data_2
KIT3-0-5504_1024019798_88_1_1_1_00_1024025885.wiff
Lipids_data_2
KIT3-0-5504_1024019798_89_1_1_1_00_1024028811.wiff
Lipids_data_2
KIT3-0-5504_1024019798_90_1_1_1_00_1024028897.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST002534
Initiating REDU-table generation for AN004169
Rest length is 22
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzmls
4-1_serum_pns.mzML
mzmls
4-2_serum_pns.mzML
mzmls
4-3_serum_pns.mzML
mzmls
4-4_serum_pns.mzML
mzmls
pHILIC_Brain1-1_LH5.mzML
mzmls
pHILIC_Brain1-1_RH5.mzML
mzmls
pHILIC_Brain1-3_LH5.mzML
mzmls
pHILIC_Brain1-3_RH5.mzML
mzmls
pHILIC_Brain1-5_LH5.mzML
mzmls
pHILIC_Brain1-5_RH5.mzML
mzmls
pHILIC_Brain2-3_LH5.mzML
mzmls
pHILIC_Brain2-3_RH5.mzML
mzmls
pHILIC_Brain2-5_LH5.mzML
mzmls
pHILIC_Brain2-5_RH5.mzML
mzmls
pHILIC_Brain4-1_LH2.mzML
mzmls
pHILIC_Brain4-1_RH2.mzML
mzmls
pHILIC_Brain4-2_LH1.mzML
mzmls
pHILIC_Brain4-2_RH1.mzML
mzmls
pHILIC_Brain4-3_LH2.mzML
mzmls/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2305/3150 [2:47:43<41:01,  2.91s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2308/3150 [2:47:46<26:07,  1.86s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2309/3150 [2:47:48<27:35,  1.97s/it]
pHILIC_Brain4-3_RH2.mzML
mzmls
pHILIC_Brain4-4_LH4.mzML
mzmls
pHILIC_Brain4-4_RH4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST001970
No raw data detected. Ignoring ST001970
Processing  ST000777
No raw data detected. Ignoring ST000777
Processing  ST002386
Initiating REDU-table generation for AN003887
Rest length is 17
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003888
Rest length is 17
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyDataNoPOL
PO1.raw
MyDataNoPOL
PO2.raw
MyDataNoPOL
PO3.raw
MyDataNoPOL
PO4.raw
MyDataNoPOL
PO5.raw
MyDataNoPOL
PO6.raw
MyDataNoPOL
PS1.raw
MyDataNoPOL
PS10.raw
MyDataNoPOL
PS11.raw
MyDataNoPOL
PS2.raw
MyDataNoPOL
PS3.raw
MyDataNoPOL
PS4.raw
MyDataNoPOL
PS5.raw
MyDataNoPOL
PS6.raw
MyDataNoPOL
PS7.raw
MyDataNoPOL
PS8.raw
MyDataNoPOL
PS9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST002932
Initiating REDU-table generation for AN004810
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LC_MS 
bs_lc_r1.mzML
LC_MS 
bs_lc_r10.mzML
LC_MS 
bs_lc_r11.mzML
LC_MS 
bs_lc_r12.mzML
LC_MS 
bs_lc_r2.mzML
LC_MS 
bs_lc_r3.mzML
LC_MS 
bs_lc_r4.mzML
LC_MS 
bs_lc_r5.mzML
LC_MS 
bs_lc_r6.mzML
LC_MS 
bs_lc_r7.mzML
LC_MS 
bs_lc_r8.mzML
LC_MS 
bs_lc_r9.mzML
LC_MS 
bs_lc_s1.mzML
LC_MS 
bs_lc_s10.mzML
LC_MS 
bs_lc_s11.mzML
LC_MS 
bs_lc_s12.mzML
LC_MS 
bs_lc_s2.mzML
LC_MS 
bs_lc_s3.mzML
LC_MS 
bs_lc_s4.mzML
LC_MS 
bs_lc_s5.mzML
LC_MS 
bs_lc_s6.mzML
LC_MS 
bs_lc_s7.mzML
LC_MS 
bs_lc_s8.mzML
LC_MS 
bs_lc_s9.mzML
LC_MS 
fec_lc_r1.mzML
LC_MS 
fec_lc_r10.mzML
LC_MS 
fec_lc_r11.mzML
LC_MS 
fec_lc_r12.mzML
LC_MS 
fec_lc_r2.mzML
LC_MS 
fec_lc_r3.mzML
LC_MS 
fec_lc_r4.mzML
LC_MS 
fec_lc_r5.mzML
LC_MS 
fec_lc_r6.mzML
LC_MS 
fec_lc_r7.mzML
LC_MS 
fec_lc_r8.mzML
LC_MS 
fec_lc_r9.mzML
LC_MS 
fec_lc_s1.mzML
LC_MS 
fec_lc_s10.mzML
LC_MS 
fec_lc_s11.mzML
LC_MS 
fec_lc_s12.mzML
LC_MS 
fec_lc_s2.mzML
LC_MS 
fec_lc_s3.mzML
LC_MS 
fec_lc_s4.mzML
LC_MS 
fec_lc_s5.mzML
LC_MS 
fec_lc_s6.mzML
LC_MS 
fec_lc_s7.mzML
LC_MS 
fec_lc_s8.mzML
LC_MS 
fec_lc_s9.mzML
LC_MS 
hp_LC_r1.mzML
LC_MS 
hp_LC_r10.mzML
LC_MS 
hp_LC_r11.mzML
LC_MS 
hp_LC_r12.mzML
LC_MS 
hp_LC_r2.mzML
LC_MS 
hp_LC_r3.mzML
LC_MS 
hp_LC_r4.mzML
LC_MS 
hp_LC_r5.mzML
LC_MS 
hp_LC_r6.mzML
LC_MS 
hp_LC_r7.mzML
LC_MS 
hp_LC_r8.mzML
LC_MS 
hp_LC_r9.mzML
LC_MS 
hp_LC_s1.mzML
LC_MS 
hp_LC_s10.mzML
LC_MS 
hp_LC_s11.mzML
LC_MS 
hp_LC_s12.mzML
LC_MS 
hp_LC_s2.mzML
LC_MS 
hp_LC_s3.mzML
LC_MS 
hp_LC_s4.mzML
LC_MS 
hp_LC_s5.mzML
LC_MS 
hp_LC_s6.mzML
LC_MS 
hp_LC_s7.mzML
LC_MS 
hp_LC_s8.mzML
LC_MS 
hp_LC_s9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST001609
No raw data detected. Ignoring ST001609
Processing  ST001124
No raw data detected. Ignoring ST001124
Processing  ST000918
No raw data detected. Ignoring ST000918
Processing  ST001209
Initiating REDU-table generation for AN002012
Rest length is 326
raw file key found.
Initiating REDU-table generation for AN002013
Rest length is 326
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
plasma_mzXML
VT_190404_M380_187.mzXML
plasma_mzXML
VT_190405_M380_009.mzXML
plasma_mzXML
VT_190405_M380_047.mzXML
plasma_mzXML
VT_190405_M380_065.mzXML
plasma_mzXML
VT_190405_M380_219.mzXML
plasma_mzXML
VT_190405_M380_253.mzXML
plasma_mzXML
VT_190406_M380_031.mzXML
plasma_mzXML
VT_190406_M380_047.mzXML
plasma_mzXML
VT_190407_M380_029.mzXML
plasma_mzXML
VT_190407_M380_151.mzXML
plasma_mzXML
VT_190407_M380_245.mzXML
plasma_mzXML
VT_190407_M380_261.mzXML
plasma_mzXML
VT_190409_M380_099.mzXML
plasma_mzXML
VT_190409_M380_235.mzXML
plasma_mzXML
VT_190409_M380_257.mzXML
plasma_mzXML
VT_190410_M380_071.mzXML
plasma_mzXML
VT_190410_M380_145.mzXML
plasma_mzXML
VT_190410_M380_195.mzXML
plasma_raw
batch1
VT_190404_M380_001.raw
plasma_raw
batch1
VT_190404_M380_003.raw
plasma_raw
batch1
VT_190404_M380_005.raw
plasma_raw
batch1
VT_190404_M380_007.raw
plasma_raw
batch1
VT_190404_M380_009.raw
plasma_raw
batch1
VT_190404_M380_011.raw
plasma_raw
batch1
VT_190404_M380_013.raw
plasma_raw
batch1
VT_190404_M380_015.raw
plasma_raw
batch1
VT_190404_M380_017.raw
plasma_raw
batch1
VT_190404_M380_019.raw
plasma_raw
batch1
VT_190404_M380_021.raw
plasma_raw
batch1
VT_190404_M380_023.raw
plasma_raw
batch1
VT_190404_M380_025.raw
plasma_raw
batch1
VT_190404_M380_027.raw
plasma_raw
batch1
VT_190404_M380_029.raw
plasma_raw
batch1
VT_190404_M380_031.raw
plasma_raw
batch1
VT_190404_M380_033.raw
plasma_raw
batch1
VT_190404_M380_035.raw
plasma_raw
batch1
VT_190404_M380_037.raw
plasma_raw
batch1
VT_190404_M380_039.raw
plasma_raw
batch1
VT_190404_M380_041.raw
plasma_raw
batch1
VT_190404_M380_043.raw
plasma_raw
batch1
VT_190404_M380_045.raw
plasma_raw
batch1
VT_190404_M380_047.raw
plasma_raw
batch1
VT_190404_M380_049.raw
plasma_raw
batch1
VT_190404_M380_051.raw
plasma_raw
batch1
VT_190404_M380_053.raw
plasma_raw
batch1
VT_190404_M380_055.raw
plasma_raw
batch1
VT_190404_M380_057.raw
plasma_raw
batch1
VT_190404_M380_059.raw
plasma_raw
batch1
VT_190404_M380_061.raw
plasma_raw
batch1
VT_190404_M380_063.raw
plasma_raw
batch1
VT_190404_M380_065.raw
plasma_raw
batch1
VT_190404_M380_067.raw
plasma_raw
batch1
VT_190404_M380_069.raw
plasma_raw
batch1
VT_190404_M380_071.raw
plasma_raw
batch1
VT_190404_M380_073.raw
plasma_raw
batch1
VT_190404_M380_075.raw
plasma_raw
batch1
VT_190404_M380_077.raw
plasma_raw
batch1
VT_190404_M380_079.raw
plasma_raw
batch1
VT_190404_M380_081.raw
plasma_raw
batch1
VT_190404_M380_083.raw
plasma_raw
batch1
VT_190404_M380_085.raw
plasma_raw
batch1
VT_190404_M380_087.raw
plasma_raw
batch1
VT_190404_M380_089.raw
plasma_raw
batch1
VT_190404_M380_091.raw
plasma_raw
batch1
VT_190404_M380_093.raw
plasma_raw
batch1
VT_190404_M380_095.raw
plasma_raw
batch1
VT_190404_M380_097.raw
plasma_raw
batch1
VT_190404_M380_099.raw
plasma_raw
batch1
VT_190404_M380_101.raw
plasma_raw
batch1
VT_190404_M380_103.raw
plasma_raw
batch1
VT_190404_M380_105.raw
plasma_raw
batch1
VT_190404_M380_107.raw
plasma_raw
batch1
VT_190404_M380_109.raw
plasma_raw
batch1
VT_190404_M380_111.raw
plasma_raw
batch1
VT_190404_M380_113.raw
plasma_raw
batch1
VT_190404_M380_115.raw
plasma_raw
batch1
VT_190404_M380_117.raw
plasma_raw
batch1
VT_190404_M380_119.raw
plasma_raw
batch1
VT_190404_M380_121.raw
plasma_raw
batch1
VT_190404_M380_123.raw
plasma_raw
batch1
VT_190404_M380_125.raw
plasma_raw
batch1
VT_190404_M380_127.raw
plasma_raw
batch1
VT_190404_M380_129.raw
plasma_raw
batch1
VT_190404_M380_131.raw
plasma_raw
batch1
VT_190404_M380_133.raw
plasma_raw
batch1
VT_190404_M380_135.raw
plasma_raw
batch1
VT_190404_M380_137.raw
plasma_raw
batch1
VT_190404_M380_139.raw
plasma_raw
batch1
VT_190404_M380_141.raw
plasma_raw
batch1
VT_190404_M380_143.raw
plasma_raw
batch1
VT_190404_M380_145.raw
plasma_raw
batch1
VT_190404_M380_147.raw
plasma_raw
batch1
VT_190404_M380_149.raw
plasma_raw
batch1
VT_190404_M380_151.raw
plasma_raw
batch1
VT_190404_M380_153.raw
plasma_raw
batch1
VT_190404_M380_155.raw
plasma_raw
batch1
VT_190404_M380_157.raw
plasma_raw
batch1
VT_190404_M380_159.raw
plasma_raw
batch1
VT_190404_M380_161.raw
plasma_raw
batch1
VT_190404_M380_163.raw
plasma_raw
batch1
VT_190404_M380_165.raw
plasma_raw
batch1
VT_190404_M380_167.raw
plasma_raw
batch1
VT_190404_M380_169.raw
plasma_raw
batch1
VT_190404_M380_171.raw
plasma_raw
batch1
VT_190404_M380_173.raw
plasma_raw
batch1
VT_190404_M380_175.raw
plasma_raw
batch1
VT_190404_M380_177.raw
plasma_raw
batch1
VT_190404_M380_179.raw
plasma_raw
batch1
VT_190404_M380_181.raw
plasma_raw
batch1
VT_190404_M380_183.raw
plasma_raw
batch1
VT_190404_M380_185.raw
plasma_raw
batch1
VT_190404_M380_187.raw
plasma_raw
batch1
VT_190404_M380_189.raw
plasma_raw
batch1
VT_190404_M380_191.raw
plasma_raw
batch1
VT_190404_M380_193.raw
plasma_raw
batch1
VT_190404_M380_195.raw
plasma_raw
batch1
VT_190404_M380_197.raw
plasma_raw
batch1
VT_190404_M380_199.raw
plasma_raw
batch1
VT_190404_M380_201.raw
plasma_raw
batch1
VT_190404_M380_203.raw
plasma_raw
batch1
VT_190404_M380_205.raw
plasma_raw
batch1
VT_190404_M380_207.raw
plasma_raw
batch1
VT_190404_M380_209.raw
plasma_raw
batch1
VT_190404_M380_211.raw
plasma_raw
batch1
VT_190404_M380_213.raw
plasma_raw
batch1
VT_190404_M380_215.raw
plasma_raw
batch1
VT_190404_M380_217.raw
plasma_raw
batch1
VT_190404_M380_219.raw
plasma_raw
batch1
VT_190404_M380_221.raw
plasma_raw
batch1
VT_190404_M380_223.raw
plasma_raw
batch1
VT_190404_M380_225.raw
plasma_raw
batch1
VT_190404_M380_227.raw
plasma_raw
batch1
VT_190404_M380_229.raw
plasma_raw
batch1
VT_190404_M380_231.raw
plasma_raw
batch1
VT_190404_M380_233.raw
plasma_raw
batch1
VT_190404_M380_235.raw
plasma_raw
batch1
VT_190404_M380_237.raw
plasma_raw
batch1
VT_190404_M380_239.raw
plasma_raw
batch1
VT_190404_M380_241.raw
plasma_raw
batch1
VT_190404_M380_243.raw
plasma_raw
batch1
VT_190404_M380_245.raw
plasma_raw
batch1
VT_190404_M380_247.raw
plasma_raw
batch1
VT_190404_M380_249.raw
plasma_raw
batch1
VT_190404_M380_251.raw
plasma_raw
batch1
VT_190404_M380_253.raw
plasma_raw
batch1
VT_190404_M380_255.raw
plasma_raw
batch1
VT_190404_M380_257.raw
plasma_raw
batch1
VT_190404_M380_259.raw
plasma_raw
batch1
VT_190404_M380_261.raw
plasma_raw
batch1
VT_190404_M380_263.raw
plasma_raw
batch1
VT_190404_M380_265.raw
plasma_raw
batch1
VT_190404_M380_267.raw
plasma_raw
batch1
VT_190404_M380_269.raw
plasma_raw
batch1
VT_190404_M380_271.raw
plasma_raw
batch1
VT_190404_M380_273.raw
plasma_raw
batch1
VT_190404_M380_275.raw
plasma_raw
batch1
VT_190404_M380_277.raw
plasma_raw
batch1
VT_190404_M380_279.raw
plasma_raw
batch1
VT_190404_M380_281.raw
plasma_raw
batch1
VT_190404_M380_283.raw
plasma_raw
batch1
VT_190404_M380_285.raw
plasma_raw
batch1
VT_190404_M380_287.raw
plasma_raw
batch1
VT_190404_M380_289.raw
plasma_raw
batch1
VT_190404_M380_291.raw
plasma_raw
batch1
VT_190404_M380_293.raw
plasma_raw
batch2
VT_190405_M380_001.raw
plasma_raw
batch2
VT_190405_M380_003.raw
plasma_raw
batch2
VT_190405_M380_005.raw
plasma_raw
batch2
VT_190405_M380_007.raw
plasma_raw
batch2
VT_190405_M380_009.raw
plasma_raw
batch2
VT_190405_M380_011.raw
plasma_raw
batch2
VT_190405_M380_013.raw
plasma_raw
batch2
VT_190405_M380_015.raw
plasma_raw
batch2
VT_190405_M380_017.raw
plasma_raw
batch2
VT_190405_M380_019.raw
plasma_raw
batch2
VT_190405_M380_021.raw
plasma_raw
batch2
VT_190405_M380_023.raw
plasma_raw
batch2
VT_190405_M380_025.raw
plasma_raw
batch2
VT_190405_M380_027.raw
plasma_raw
batch2
VT_190405_M380_029.raw
plasma_raw
batch2
VT_190405_M380_031.raw
plasma_raw
batch2
VT_190405_M380_033.raw
plasma_raw
batch2
VT_190405_M380_035.raw
plasma_raw
batch2
VT_190405_M380_037.raw
plasma_raw
batch2
VT_190405_M380_039.raw
plasma_raw
batch2
VT_190405_M380_041.raw
plasma_raw
batch2
VT_190405_M380_043.raw
plasma_raw
batch2
VT_190405_M380_045.raw
plasma_raw
batch2
VT_190405_M380_047.raw
plasma_raw
batch2
VT_190405_M380_049.raw
plasma_raw
batch2
VT_190405_M380_051.raw
plasma_raw
batch2
VT_190405_M380_053.raw
plasma_raw
batch2
VT_190405_M380_055.raw
plasma_raw
batch2
VT_190405_M380_057.raw
plasma_raw
batch2
VT_190405_M380_059.raw
plasma_raw
batch2
VT_190405_M380_061.raw
plasma_raw
batch2
VT_190405_M380_063.raw
plasma_raw
batch2
VT_190405_M380_065.raw
plasma_raw
batch2
VT_190405_M380_067.raw
plasma_raw
batch2
VT_190405_M380_069.raw
plasma_raw
batch2
VT_190405_M380_071.raw
plasma_raw
batch2
VT_190405_M380_073.raw
plasma_raw
batch2
VT_190405_M380_075.raw
plasma_raw
batch2
VT_190405_M380_077.raw
plasma_raw
batch2
VT_190405_M380_079.raw
plasma_raw
batch2
VT_190405_M380_081.raw
plasma_raw
batch2
VT_190405_M380_083.raw
plasma_raw
batch2
VT_190405_M380_085.raw
plasma_raw
batch2
VT_190405_M380_087.raw
plasma_raw
batch2
VT_190405_M380_089.raw
plasma_raw
batch2
VT_190405_M380_091.raw
plasma_raw
batch2
VT_190405_M380_093.raw
plasma_raw
batch2
VT_190405_M380_095.raw
plasma_raw
batch2
VT_190405_M380_097.raw
plasma_raw
batch2
VT_190405_M380_099.raw
plasma_raw
batch2
VT_190405_M380_101.raw
plasma_raw
batch2
VT_190405_M380_103.raw
plasma_raw
batch2
VT_190405_M380_105.raw
plasma_raw
batch2
VT_190405_M380_107.raw
plasma_raw
batch2
VT_190405_M380_109.raw
plasma_raw
batch2
VT_190405_M380_111.raw
plasma_raw
batch2
VT_190405_M380_113.raw
plasma_raw
batch2
VT_190405_M380_115.raw
plasma_raw
batch2
VT_190405_M380_117.raw
plasma_raw
batch2
VT_190405_M380_119.raw
plasma_raw
batch2
VT_190405_M380_121.raw
plasma_raw
batch2
VT_190405_M380_123.raw
plasma_raw
batch2
VT_190405_M380_125.raw
plasma_raw
batch2
VT_190405_M380_127.raw
plasma_raw
batch2
VT_190405_M380_129.raw
plasma_raw
batch2
VT_190405_M380_131.raw
plasma_raw
batch2
VT_190405_M380_133.raw
plasma_raw
batch2
VT_190405_M380_135.raw
plasma_raw
batch2
VT_190405_M380_137.raw
plasma_raw
batch2
VT_190405_M380_139.raw
plasma_raw
batch2
VT_190405_M380_141.raw
plasma_raw
batch2
VT_190405_M380_143.raw
plasma_raw
batch2
VT_190405_M380_145.raw
plasma_raw
batch2
VT_190405_M380_147.raw
plasma_raw
batch2
VT_190405_M380_149.raw
plasma_raw
batch2
VT_190405_M380_151.raw
plasma_raw
batch2
VT_190405_M380_153.raw
plasma_raw
batch2
VT_190405_M380_155.raw
plasma_raw
batch2
VT_190405_M380_157.raw
plasma_raw
batch2
VT_190405_M380_159.raw
plasma_raw
batch2
VT_190405_M380_161.raw
plasma_raw
batch2
VT_190405_M380_163.raw
plasma_raw
batch2
VT_190405_M380_165.raw
plasma_raw
batch2
VT_190405_M380_167.raw
plasma_raw
batch2
VT_190405_M380_169.raw
plasma_raw
batch2
VT_190405_M380_171.raw
plasma_raw
batch2
VT_190405_M380_173.raw
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VT_190411_M380_049.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 73%|███████▎  | 2313/3150 [2:48:00<34:18,  2.46s/it]
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VT_190411_M380_121.raw
plasma_raw
batch7
VT_190411_M380_123.raw
plasma_raw
batch7
VT_190411_M380_125.raw
plasma_raw
batch7
VT_190411_M380_127.raw
plasma_raw
batch7
VT_190411_M380_129.raw
plasma_raw
batch7
VT_190411_M380_131.raw
plasma_raw
batch7
VT_190411_M380_133.raw
plasma_raw
batch7
VT_190411_M380_135.raw
plasma_raw
batch7
VT_190411_M380_137.raw
plasma_raw
batch7
VT_190411_M380_139.raw
plasma_raw
batch7
VT_190411_M380_141.raw
plasma_raw
batch7
VT_190411_M380_143.raw
plasma_raw
batch7
VT_190411_M380_145.raw
plasma_raw
batch7
VT_190411_M380_147.raw
plasma_raw
batch7
VT_190411_M380_149.raw
plasma_raw
batch7
VT_190411_M380_151.raw
plasma_raw
batch7
VT_190411_M380_153.raw
plasma_raw
batch7
VT_190411_M380_155.raw
plasma_raw
batch7
VT_190411_M380_157.raw
plasma_raw
batch7
VT_190411_M380_159.raw
plasma_raw
batch7
VT_190411_M380_161.raw
plasma_raw
batch7
VT_190411_M380_163.raw
plasma_raw
batch7
VT_190411_M380_165.raw
plasma_raw
batch7
VT_190411_M380_167.raw
plasma_raw
batch7
VT_190411_M380_169.raw
plasma_raw
batch7
VT_190411_M380_171.raw
plasma_raw
batch7
VT_190411_M380_173.raw
plasma_raw
batch7
VT_190411_M380_175.raw
plasma_raw
batch7
VT_190411_M380_177.raw
plasma_raw
batch7
VT_190411_M380_179.raw
plasma_raw
batch7
VT_190411_M380_181.raw
plasma_raw
batch7
VT_190411_M380_183.raw
plasma_raw
batch7
VT_190411_M380_185.raw
plasma_raw
batch7
VT_190411_M380_187.raw
plasma_raw
batch7
VT_190411_M380_189.raw
plasma_raw
batch7
VT_190411_M380_191.raw
plasma_raw
batch7
VT_190411_M380_193.raw
plasma_raw
batch7
VT_190411_M380_195.raw
plasma_raw
batch7
VT_190411_M380_197.raw
plasma_raw
batch7
VT_190411_M380_199.raw
plasma_raw
batch7
VT_190411_M380_201.raw
plasma_raw
batch7
VT_190411_M380_203.raw
plasma_raw
batch7
VT_190411_M380_205.raw
plasma_raw
batch7
VT_190411_M380_207.raw
plasma_raw
batch7
VT_190411_M380_209.raw
plasma_raw
batch7
VT_190411_M380_211.raw
plasma_raw
batch7
VT_190411_M380_213.raw
plasma_raw
batch7
VT_190411_M380_215.raw
plasma_raw
batch7
VT_190411_M380_217.raw
plasma_raw
batch7
VT_190411_M380_219.raw
plasma_raw
batch7
VT_190411_M380_221.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 996 rows!
Extracted information for 996 samples.
Processing  ST001313
No raw data detected. Ignoring ST001313
Processing  ST002207
No raw data detected. Ignoring ST002207
Processing  ST003109
Initiating REDU-table generation for AN005091
Rest length is 3408
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005092
Rest length is 3408
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HILICpos
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HILICpos
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HILICpos
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HILICpos
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HILICpos
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HILICpos
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HILICpos
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HILICpos
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HILICpos
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HILICpos
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HILICpos
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HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
raw_batch10_08042021_MT___MT_20210804_167.mzML
HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
raw_batch11_08052021_MT___MT_20210805_001.mzML
HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
raw_batch11_08052021_MT___MT_20210805_003G.mzML
HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HILICpos
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
raw_batch11_08052021_MT___MT_20210805_115.mzML
HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
HILICpos
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch16_08102021_MT___MT_20210810_125.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch16_08102021_MT___MT_20210810_137.mzML
HZV029_Plasma
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HZV029_Plasma
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raw_batch16_08102021_MT___MT_20210810_141.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch16_08102021_MT___MT_20210810_159.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch5_07302021_MT___MT_20210730_021.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_023.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_025.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_027.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_029.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_031.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_033.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_035.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_037.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_039.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_041.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_043.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_045.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_047.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_049_20210731084553.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_051.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_053.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_055.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_057.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_059.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_061.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_063.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_065.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_067.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_069.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_071.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_073.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_075.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_077.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_079.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_081.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_083.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_085.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_087.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_089.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_091.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_093.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_095.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_097.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_099.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_101.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_103.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_105.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_107.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_109.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_111.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_113.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_115.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_117.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_119.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_121.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_123.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_125.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_127.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_129.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_131.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_133.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_135.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_137.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_139.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_141.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_143.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_145.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_147.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_149.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_151.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_153.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_155.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_157.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_159.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_161.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_163.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_165.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_167.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_169.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_171.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_173.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_175.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_177.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_179.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_181.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_183.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_185.mzML
HZV029_Plasma
HILICpos
raw_batch5_07302021_MT___MT_20210730_187.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___Blank_20210731_001.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___Blank_20210731_003.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___Blank_20210731_005.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___Blank_std_20210731_6_001.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_001.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_001A.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_001E.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_001I.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_003.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_003C.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_003G.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_003K.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_005.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_007.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_011.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_013.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_015.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_017.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_019.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_021.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_023.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_025.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_027.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_029.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_031.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_033.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_035.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_037.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_039.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_041.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_043.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_045.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_047.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_049.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_051.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_053.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_055.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_057.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_059.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_061.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_063.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_065.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_067.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_069.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_071.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_073.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_075.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_077.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_079.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_081.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_083.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_085.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_087.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_089.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_091.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_093.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_095.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_097.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_099.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_101.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_103.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_105_20210802063003.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_107.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_109.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_111.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_113.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_115.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_117.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_119.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_121.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_123.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_125.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_127.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_129.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_131.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_133.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_135.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_137.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_139.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_141.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_143.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_145.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_147.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_149.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_151.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_153.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_155.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_157.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_159.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_161.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_163.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_165.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_167.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_169.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_171.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_173.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_175.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_177.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_179.mzML
HZV029_Plasma
HILICpos
raw_batch6_07312021_MT___MT_20210731_181.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___Blank_20210801_001.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___Blank_20210801_003.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___Blank_20210801_005.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___Blank_std_20210801_7_001.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_001.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_001A.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_001E.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_001I.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_003.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_003C.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_003G.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_003K.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_005.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_007.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_011.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_013.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_015.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_017.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_019.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_021.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_023.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_025.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_027.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_029.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_031.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_033.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_035.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_037.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_039.mzML
HZV029_Plasma
HILICpos
raw_batch7_08012021_MT___MT_20210801_041.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
HILICpos
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_073.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_075.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_077.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_079.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_081.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_083.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_085.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_087.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_089.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_091.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_093.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_095.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_097.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_099.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_101.mzML
HZV029_Plasma
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HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_105.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_107.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_115.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_117.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_119.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_121.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_123.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_125.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_149.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_157.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_159.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_161.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_163.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_165.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_167.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_169.mzML
HZV029_Plasma
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HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_173.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_175.mzML
HZV029_Plasma
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raw_batch7_08012021_MT___MT_20210801_177.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___Blank_20210802_001_20210802210939.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___Blank_20210802_003.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___Blank_20210802_005.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___Blank_std_20210802_8_001.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_001.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_001A.mzML
HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_001I.mzML
HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_003C.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_003G.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_003K.mzML
HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_007.mzML
HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_013.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_015.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_033.mzML
HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_037.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_043.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_061.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_063.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_073.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_091.mzML
HZV029_Plasma
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raw_batch8_08022021_MT___MT_20210802_093.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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raw_batch9_08032021_MT___MT_20210803_013_20210803185641.mzML
HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
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HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_025.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_027.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_029.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_031.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_033.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_035.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_037.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_039.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_041.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_043.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_045.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_047.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_049.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_051.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_053.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_055.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_057.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_059.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_061.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_063.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_065.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_067.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_069.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_071.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_073.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_075_20210804063401.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_077_20210804181131.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_079.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_081.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_083.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_085.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_087.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_089.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_091.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_093.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_095_20210804182205.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_097.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_099.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_101.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_103.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_105.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_107.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_109.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_111.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_113.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_115.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_117.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_119.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_121.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_123.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_125.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_127.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_129.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_131.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_133.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_135.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_137.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_139.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_141.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_143.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_145.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_147.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_149.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_151.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_153.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_155.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_157.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_159.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_161.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_163.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_165.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_167.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_169.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_171.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_173.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_175.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_177.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_179.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_181.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_183.mzML
HZV029_Plasma
HILICpos
raw_batch9_08032021_MT___MT_20210803_185.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___Blank_20210804_002.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___Blank_20210804_004.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___Blank_20210804_006.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___Blank_std_20210804_10_002.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_002.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_002B.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_002F.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_002J.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_004.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_004D.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_004H.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_004L.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_006.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_008.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_012.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_014.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_016.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_018.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_020.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_022.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_024.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_026.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_028.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_030.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_032.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_034.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_036.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_038.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_040.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_042.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_044.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_046.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_048.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_050.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_052.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_054.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_056.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_058.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_060.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_062.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_064.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_066.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_068.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_070.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_072.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_074.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_076.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_078.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_080.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_082.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_084.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_086.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_088.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_090.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_092.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_094.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_096.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_098.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_100.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_102.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_104.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_106.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_108.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_110.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_112.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_114_20210805100202.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_115_20210805100720.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_116_20210805101514.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_118_20210805094042.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_120.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_122.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_124.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_126.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_128.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_130.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_132.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_134.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_136.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_138.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_140.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_142.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_144.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_146.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_148.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_150.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_152.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_154.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_156.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_158.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_160.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_162.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_164.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_166.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_168.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_170.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_172.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_174.mzML
HZV029_Plasma
RPneg
raw_batch10_08042021_MT___MT_20210804_176.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___Blank_20210805_002.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___Blank_20210805_004.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___Blank_20210805_006.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___Blank_std_20210805_11_002.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_002.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_002B.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_002F.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_002J.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_004.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_004D.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_004H.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_004L.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_006.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_008.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_012.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_014.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_016.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_018.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_020.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_022.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_024.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_026.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_028.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_030.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_032.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_034.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_036.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_038.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_040.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_042.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_044.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_046.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_048.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_050.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_052.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_054.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_056.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_058.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_060.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_062.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_064.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_066.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_068.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_070.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_072.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_074.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_076.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_078.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_080.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_082.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_084.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_086.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_088.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_090.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_092.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_094.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_096.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_098.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_100.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_102.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_104.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_106.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_108.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_110.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_112.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_114.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_116.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_118.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_120.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_122.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_124.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_126.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_128.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_130.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_132.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_134.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_136.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_138.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_140.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_142.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_144.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_146.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_148.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_150.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_152.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_154.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_156.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_158.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_160.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_162.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_164.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_166.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_168.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_170.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_172.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_174.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_176.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_178.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_180.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_182.mzML
HZV029_Plasma
RPneg
raw_batch11_08052021_MT___MT_20210805_184.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___Blank_20210806_002.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___Blank_20210806_004.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___Blank_20210806_006.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___Blank_std_20210806_12_002.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_002.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_002B.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_002F.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_002H.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_004.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_004D.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_006.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_008.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_012.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_014.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_016.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_018.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_020.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_022.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_024.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_026.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_028.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_030.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_032.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_034.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_036.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_038.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_040.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_042.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_044.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_046.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_048.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_050.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_052.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_054.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_056.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_058.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_060.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_062.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_064.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_066.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_068.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_070_20210806175551.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_072.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_074.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_076.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_078.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_080.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_082.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_084.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_086.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_088.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_090.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_092.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_094.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_096.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_098.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_100.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_102.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_104.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_106.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_108.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_110.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_112.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_114.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_116.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_118.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_120.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_122.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_124.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_126.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_128.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_130.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_132.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_134.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_136.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_138.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_140.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_142.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_144.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_146.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_148.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_150.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_152.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_154.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_156.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_158.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_160.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_162.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_164.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_166.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_168.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_170.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_172.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_174.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_176.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_178.mzML
HZV029_Plasma
RPneg
raw_batch12_08062021_MT___MT_20210806_180.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___Blank_20210807_002.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___Blank_20210807_004.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___Blank_20210807_006.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___Blank_std_20210807_13_002.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_002.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_002B.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_002D.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_002F.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_004.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_006.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_008.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_012.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_014.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_016.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_018.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_020.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_022.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_024.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_026.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_028.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_030.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_032.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_034.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_036.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_038.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_040.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_042.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_044.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_046.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_048.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_050.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_052.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_054.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_056.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_058.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_060.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_062.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_064.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_066.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_068.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_070.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_072.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_074.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_076.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_078.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_080.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_082.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_084.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_086.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_088.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_090.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_092.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_094.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_096.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_098.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_100.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_102.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_104.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_106.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_108.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_110.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_112.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_114.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_116.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_118.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_120.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_122.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_124.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_126.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_128.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_130.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_132.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_134.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_136.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_138.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_140.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_142.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_144.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_146.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_148.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_150.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_152.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_154.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_156.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_158.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_160.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_162.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_164.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_166.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_168.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_170.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_172.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_174.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_176.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_178.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_180.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_182.mzML
HZV029_Plasma
RPneg
raw_batch13_08072021_MT___MT_20210807_184.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___Blank_20210808_002.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___Blank_20210808_004.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___Blank_20210808_006.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___Blank_std_20210808_14_002.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_002.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_002B.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_002D.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_002F.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_002H.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_002J.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_002L.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_004.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_006.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_008.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_012.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_014.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_016.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_018.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_020.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_022.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_024.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_026.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_028.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_030.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_032.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_034.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_036.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_038.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_040.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_042.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_044.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_046.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_048.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_050.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_052.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_054.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_056.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_058.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_060.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_062.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_064.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_066.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_068.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_070.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_072.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_074.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_076.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_078.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_080.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_082.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_084.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_086.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_088.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_090.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_092.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_094.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_096.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_098.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_100.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_102.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_104.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_106.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_108.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_110.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_112.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_114.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_116.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_118.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_120.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_122.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_124.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_126.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_128.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_130.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_132.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_134.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_136.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_138.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_140.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_142.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_144.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_146.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_148.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_150.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_152.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_154.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_156.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_158.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_160.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_162.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_164.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_166.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_168.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_170.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_172.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_174.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_176.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_178.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_180.mzML
HZV029_Plasma
RPneg
raw_batch14_08082021_MT___MT_20210808_182.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___Blank_20210809_002.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___Blank_20210809_004.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___Blank_20210809_006.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___Blank_std_20210809_15_002.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_002.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_002B.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_002D.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_002F.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_002H.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_002J.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_002L.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_004.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_006.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_008.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_012.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_014.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_016.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_018.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_020.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_022.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_024.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_026.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_028.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_030.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_032.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_034.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_036.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_038.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_040.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_042.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_044.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_046.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_048.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_050.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_052.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_054.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_056.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_058.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_060.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_062.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_064.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_066.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_068.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_070.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_072.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_074.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_076.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_078.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_080.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_082.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_084.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_086.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_088.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_090.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_092.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_094.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_096.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_098.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_100.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_102.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_104.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_106.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_108.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_110.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_112.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_114.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_116.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_118.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_120.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_122.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_124.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_126.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_128.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_130.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_132.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_134.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_136.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_138.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_140.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_142.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_144.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_146.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_148.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_150.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_152.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_154.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_156.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_158.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_160.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_162.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_164.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_166.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_168.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_170.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_172.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_174.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_176.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_178.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_180.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_182.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_184.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_186.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_188.mzML
HZV029_Plasma
RPneg
raw_batch15_08092021_MT___MT_20210809_190.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___Blank_20210810_002_20210809134659.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___Blank_20210810_004.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___Blank_20210810_006.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___Blank_std_20210810_16_002_20210809135739.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_002B_20210809142940.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_002D.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_002F.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_002H.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_002J.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_002L.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_002_20210809140820.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_004_20210809141900.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_006.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_008.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_012.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_014.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_016.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_018.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_020.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_022.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_024.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_026.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_028.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_030.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_032.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_034.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_036.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_038.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_040.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_042.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_044.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_046.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_048.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_050.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_052.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_054.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_056.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_058.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_060.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_062.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_064.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_066.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_068.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_070.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_072.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_074.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_076.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_078.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_080.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_082.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_084.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_086.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_088.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_090.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_092.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_094.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_096.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_098.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_100.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_102.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_104.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_106.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_108.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_110.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_112.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_114.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_116.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_118.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_120.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_122.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_124.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_126.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_128.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_130.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_132.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_134.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_136.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_138.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_140.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_142.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_144.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_146.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_148.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_150.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_152.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_154.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_156.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_158.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_160.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_162.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_164.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_166.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_168.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_170.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_172.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_174.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_176.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_178.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_180.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_182.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_184.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_186.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_188.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_190.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_192.mzML
HZV029_Plasma
RPneg
raw_batch16_08102021_MT___MT_20210810_194.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___Blank_20210811_002.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___Blank_20210811_004.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___Blank_20210811_006.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___Blank_std_20210811_17_002.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_002.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_002B.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_002D.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_002F.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_002H.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_002J.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_002L.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_004.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_006.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_008.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_012.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_014.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_016.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_018.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_020.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_022.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_024.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_026.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_028.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_030.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_032.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_034.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_036.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_038.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_040.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_042.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_044.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_046.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_048.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_050.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_052.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_054.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_056.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_058.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_060.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_062.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_064.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_066.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_068.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_070.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_072.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_074.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_076.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_078.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_080.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_082.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_084.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_086.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_088.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_090.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_092.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_094.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_096.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_098.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_100.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_102.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_104.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_106.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_108.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_110.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_112.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_114.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_116.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_118.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_120.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_122.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_124.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_186.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_188.mzML
HZV029_Plasma
RPneg
raw_batch17_08112021_MT___MT_20210811_190.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___Blank_20210726_002.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___Blank_20210726_002B.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___Blank_20210726_004.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___Blank_20210726_006.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___Blank_20210726_008.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___Blank_std_20210726_1_002.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_002.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_004.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_006.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_008.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_010.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_014.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_016.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_020.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_022.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_024.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_026.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_028.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_030.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_032.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_034.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_036.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_038.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_040.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_042.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_044.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_046.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_048.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_050.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_052.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_054.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_056.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_058.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_060.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_062.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_064.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_066.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_068.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_070.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_072.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_074.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_076.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_078.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_080.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_082.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_084.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_086.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_088.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_090.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_092.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_094.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_096.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_098.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_100.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_102.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_104.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_106.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_108.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_110.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_112.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_114.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_116.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_118.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_120.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_122.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_124.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_126.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_128.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_130.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_132.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_134.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_136.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_138.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_140.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_142.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_144.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_146.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_148.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_150.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_152.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_154.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_156.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_158.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_160.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_162.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_164.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_166.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_168.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_170.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_172.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_174.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_176.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_178.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_180.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_182.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_184.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_186.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_188.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_190.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_192.mzML
HZV029_Plasma
RPneg
raw_batch1_07262021_MT___MT_20210726_194.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___Blank_20210727_002.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___Blank_20210727_004.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___Blank_20210727_006.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___Blank_std_20210727_2_002.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_002.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_004.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_006.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_008.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_012.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_014.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_016.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_018.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_020.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_022.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_024.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_026.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_028.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_030.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_032.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_034.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_036.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_038.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_040.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_042.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_044.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_046.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_048.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_050.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_052.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_054.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_056.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_058.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_060.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_062.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_064.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_066.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_068.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_070.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_072.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_074.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_076.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_078.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_080.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_082.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_084.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_086.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_088.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_090.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_092.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_094.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_096.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_098.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_100.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_102.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_104.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_106.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_108.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_110.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_112.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_114.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_116.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_118.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_120.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_122.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_124.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_126.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_128.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_130.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_132.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_134.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_136.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_138.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_140.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_142.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_144.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_146.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_148.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_150.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_152.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_154.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_156.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_158.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_160.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_162.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_164.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_166.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_168.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_170.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_172.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_174.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_176.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_178.mzML
HZV029_Plasma
RPneg
raw_batch2_07272021_MT___MT_20210727_180.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___Blank_20210728_002.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___Blank_20210728_004.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___Blank_20210728_006.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___Blank_std_20210728_3_002.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_002.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_004.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_006.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_008.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_012.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_014.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_016.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_018.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_020.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_022.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_024.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_026.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_028.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_030.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_032.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_034.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_036.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_038.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_040.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_042.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_044.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_046.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_048.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_050.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_052.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_054.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_056.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_058.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_060.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_062.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_064.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_066.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_068.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_070.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_072.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_074.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_076.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_078.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_080.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_082.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_084.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_086.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_088.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_090.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_092.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_094.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_096.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_098.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_100.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_102.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_104.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_106.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_108.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_110.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_112.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_114.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_116.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_118.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_120.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_122.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_124.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_126.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_128.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_130.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_132.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_134.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_136.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_138_20210728203513.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_140_20210728204555.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_142_20210728205635.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_144_20210728210713.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_146_20210728211755.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_148_20210728212835.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_150_20210728213916.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_152.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_154.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_156.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_158_20210729061843.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_160_20210729062923.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_162.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_164.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_166.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_168.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_170.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_172.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_174.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_176.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_178.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_180.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_182.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_184.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_186.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_188.mzML
HZV029_Plasma
RPneg
raw_batch3_07292021_MT___MT_20210728_190.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___Blank_20210729_002_20210729173910.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___Blank_20210729_004.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___Blank_20210729_006.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___Blank_std_20210729_4_002.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_002.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_002B.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_002F.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_002J.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_004.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_004D.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_004H.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_004L.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_006.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_008.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_012.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_014.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_016.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_018.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_020.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_022.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_024.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_026.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_028.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_030.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_032.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_034.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_036.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_038.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_040.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_042.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_044.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_046.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_048.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_050.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_052.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_054.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_056.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_058.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_060.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_062.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_064.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_066.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_068.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_070.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_072.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_074.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_076.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_078.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_080.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_082.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_084.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_086.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_088.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_090.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_092.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_094.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_096.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_098.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_100.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_102.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_104.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_106.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_108.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_110.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_112.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_114.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_116.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_118.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_120.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_122.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_124.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_126.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_128.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_130.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_132.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_134.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_136.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_138.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_140.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_142.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_144.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_146.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_148.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_150.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_152.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_154.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_156.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_158.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_160.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_162.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_164.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_166.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_168.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_170.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_172.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_174.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_176.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_178.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_180.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_182.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_184.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_186.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_188.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_190.mzML
HZV029_Plasma
RPneg
raw_batch4_07302021_MT___MT_20210729_192.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___Blank_20210730_002.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___Blank_20210730_004.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___Blank_20210730_006.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___Blank_std_20210730_5_002.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210729_002B.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210729_002F.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210729_002J.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210729_004D.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210729_004H.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210729_004L.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_002.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_004.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_006.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_008.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_012.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_014.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_016.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_018.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_020.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_022.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_024.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_026.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_028.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_030.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_032.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_034.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_036.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_038.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_040.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_042.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_044.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_046.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_048.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_050_20210731085113.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_052.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_054.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_056.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_058.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_060.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_062.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_064.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_066.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_068.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_070.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_072.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_074.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_076.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_078.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_080.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_082.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_084.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_086.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_088.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_090.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_092.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_094.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_096.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_098.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_100.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_102.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_104.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_106.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_108.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_110.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_112.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_114.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_116.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_118.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_120.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_122.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_124.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_126.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_128.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_130.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_132.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_134.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_136.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_138.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_140.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_142.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_144.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_146.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_148.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_150.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_152.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_154.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_156.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_158.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_160.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_162.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_164.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_166.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_168.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_170.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_172.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_174.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_176.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_178.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_180.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_182.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_184.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_186.mzML
HZV029_Plasma
RPneg
raw_batch5_07302021_MT___MT_20210730_188.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___Blank_20210731_002.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___Blank_20210731_004.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___Blank_20210731_006.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___Blank_std_20210731_6_002.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_002.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_002B.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_002F.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_002J.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_004.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_004D.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_004H.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_004L.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_006.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_008.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_012.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_014.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_016.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_018.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_020.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_022.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_024.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_026.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_028.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_030.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_032.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_034.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_036.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_038.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_040.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_042.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_044.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_046.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_048.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_050.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_052.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_054.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_056.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_058.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_060.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_062.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_064.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_066.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_068.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_070.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_072.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_074.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_076.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_078.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_080.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_082.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_084.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_086.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_088.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_090.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_092.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_094.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_096.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_098.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_100.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_102.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_104.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_106.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_108.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_110.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_112.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_114.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_116.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_118.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_120.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_122.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_124.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_126.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_128.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_130.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_132.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_134.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_136.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_138.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_140.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_142.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_144.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_146.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_148.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_150.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_152.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_154.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_156.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_158.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_160.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_162.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_164.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_166.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_168.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_170.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_172.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_174.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_176.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_178.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_180.mzML
HZV029_Plasma
RPneg
raw_batch6_07312021_MT___MT_20210731_182.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___Blank_20210801_002.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___Blank_20210801_004.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___Blank_20210801_006.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___Blank_std_20210801_7_002.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_002.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_002B.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_002F.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_002J.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_004.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_004D.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_004H.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_004L.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_006.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_008.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_012.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_014.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_016.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_018.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_020.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_022.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_024.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_026.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_028.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_030.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_032.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_034.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_036.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_038.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_040.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_042.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_044.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_046.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_048.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_050.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_052.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_054.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_056.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_058.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_060.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_062.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_064.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_066.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_068.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_070.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_072.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_074.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_076.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_078.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_080.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_082.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_084.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_086.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_088.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_090.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_092.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_094.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_096.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_098.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_100.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_102.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_104.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_106.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_108.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_110.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_112.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_114.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_116.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_118.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_120.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_122.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_124.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_126.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_128.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_130.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_132.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_134.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_136.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_138.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_140.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_142.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_144.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_146.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_148.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_150.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_152.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_154.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_156.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_158.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_160.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_162.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_164.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_166.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_168.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_170.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_172.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_174.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_176.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_178.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_180.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_182.mzML
HZV029_Plasma
RPneg
raw_batch7_08012021_MT___MT_20210801_184.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___Blank_20210802_002.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___Blank_20210802_004.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___Blank_20210802_006.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___Blank_std_20210802_8_002.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_002.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_002B.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_002F.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_002J.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_004.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_004D.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_004H.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_004L.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_006.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_008.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_012.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_014.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_016.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_018.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_020.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_022.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_024.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_026.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_028.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_030.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_032.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_034.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_036.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_038.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_040.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_042.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_044.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_046.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_048.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_050.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_052.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_054.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_056.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_058.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_060.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_062.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_064.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_066.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_068.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_070.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_072.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_074.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_076.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_078.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_080.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_082.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_084.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_086.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_088.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_090.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_092.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_094.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_096.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_098.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_100.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_102.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_104.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_106.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_108.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_110.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_112.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_114_20210803084736.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_116.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_118.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_120.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_122.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_124.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_126.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_128.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_130.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_132.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_134.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_136.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_138.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_140.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_142.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_144.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_146.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_148.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_150.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_152.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_154.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_156.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_158.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_160.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_162.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_164.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_166.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_168.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_170.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_172.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_174.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_176.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_178.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_180.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_182.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_184.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_186.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_188.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_190.mzML
HZV029_Plasma
RPneg
raw_batch8_08022021_MT___MT_20210802_192.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___Blank_20210803_002.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___Blank_20210803_004.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___Blank_20210803_006.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___Blank_std_20210803_9_002.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_002.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_002B.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_002F.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_002J.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_004.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_004D.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_004H.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_004L.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_006.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_008.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_012.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_014.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_016.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_018.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_020.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_022.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_024.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_026.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_028.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_030.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_032.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▎  | 2316/3150 [2:48:48<1:43:00,  7.41s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▎  | 2319/3150 [2:48:50<1:10:51,  5.12s/it]
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_034.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_036.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_038.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_040.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_042.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_044.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_046.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_048.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_050.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_052.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_054.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_056.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_058.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_060.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_062.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_064.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_066.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_068.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_070.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_072.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_074.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_076_20210804064213.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_078.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_080.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_082.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_084.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_086.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_088.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_090.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_092.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_094.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_096.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_098.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_100.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_102.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_104.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_106.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_108.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_110.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_112.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_114.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_116.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_118.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_120.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_122.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_124.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_126.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_128.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_130.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_132.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_134.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_136.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_138.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_140.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_142.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_144.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_146.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_148.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_150.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_152.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_154.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_156.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_158.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_160.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_162.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_164.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_166.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_168.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_170.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_172.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_174.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_176.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_178.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_180.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_182.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_184.mzML
HZV029_Plasma
RPneg
raw_batch9_08032021_MT___MT_20210803_186.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3370 rows!
Extracted information for 3370 samples.
Processing  ST001400
No raw data detected. Ignoring ST001400
Processing  ST000408
No raw data detected. Ignoring ST000408
Processing  ST001075
Initiating REDU-table generation for AN001757
Rest length is 13
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
cdf
SB1.cdf
cdf
SB10.cdf
cdf
SB11.cdf
cdf
SB12.cdf
cdf
SB13.cdf
cdf
SB2.cdf
cdf
SB3.cdf
cdf
SB4.cdf
cdf
SB5.cdf
cdf
SB6.cdf
cdf
SB7.cdf
cdf
SB8.cdf
cdf
SB9.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 13 rows!
Extracted information for 13 samples.
Processing  ST001241
Initiating REDU-table generation for AN002061
Rest length is 258
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002062
Rest length is 258
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-1-9BN7.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-10-3TML.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-11-3UU4.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-13-2AYD.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-15-0RED.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-2-3MZX.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-3-4UDC.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-3CMM.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-4-8UHC.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-47-2AMQ.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-51-2MT7.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-52-6YZK.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-55-5CHY.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-60-0YGG.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-65-7VN0.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-67-6MX8.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-69-7PTF.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-7-6CNN.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-70-6PY4.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-71-6RUQ.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-72-4PGJ.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-73-1BX5.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-74-7KCK.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-76-3XMZ.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-77-9AYB.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-78-6ULA.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-79-4UE4.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-83-2BDX.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-84-4UWU.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-85-0KM5.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-86-2RHE.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-87-8AF8.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-88-0HF9.raw
nHTP Plasma
New PLASMA
D21
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▎  | 2320/3150 [2:48:53<1:06:43,  4.82s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▎  | 2322/3150 [2:48:56<52:50,  3.83s/it]  
 74%|███████▎  | 2323/3150 [2:48:56<44:31,  3.23s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▍  | 2324/3150 [2:48:58<41:15,  3.00s/it]nHTP_5pos_D21_1-89-7GXD.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-9-5BBH.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-93-1NRT.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-94-1UJ7.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_1-95-8GZF.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-1-2GGN.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-10-2JAL.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-11-4ZCA.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-12-6LKL.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-13-0CYL.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-16-5MH0.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-18-0GGN.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-19-4VEE.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-2-5NL0.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-20-2YMY.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-3-5KPV.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-6-8XWP.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-7-9JX3.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-8-3XHT.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_2-9-8HZ9.raw
nHTP Plasma
New PLASMA
D21
nHTP_5pos_D21_3-8FHC.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-49-0PFV.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-5-1GY7.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-50-2CD7.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-53-3MXT.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-54-2AVT.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-56-6GTA.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-57-4GE0.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-58-6EX8.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-59-1PPQ.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-61-8PP5.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-62-8NJ3.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-63-0UYM.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-64-0XRV.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-66-5TRE.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-68-4UEC.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-75-6NMG.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-80-3RCZ.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-81-5YNB.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-82-3HTP.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-90-5JX6.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-91-6CEC.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-92-4GDZ.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_1-96-3KGT.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-14-2NH4.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-15-0FPN.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-17-5TJT.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-21-5EY4.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-22-1XL6.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-23-9AAT.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-24-0NL4.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-25-0NB8.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-26-4ZRU.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-27-7LEW.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-28-7WZ3.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-29-5PPX.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-4-4AHX.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-5-9RZH.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_2-8AUL.raw
nHTP Plasma
New PLASMA
T21
nHTP_5pos_T21_4-3XNJ.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 93 rows!
Extracted information for 93 samples.
Processing  ST001827
No raw data detected. Ignoring ST001827
Processing  ST002270
Initiating REDU-table generation for AN003710
Rest length is 20
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003711
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
XenGlucInhib
2022-05-09_Wills-20-10_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-10_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-11_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-11_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-12_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-12_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-13_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-13_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-14_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-14_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-15_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-15_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-16_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-16_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-17_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-17_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-18_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-18_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-19_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-19_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-1_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-1_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-20_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-20_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-2_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-2_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-3_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-3_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-4_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-4_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-5_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-5_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-6_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-6_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-7_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-7_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-8_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-8_POS.mzML
XenGlucInhib
2022-05-09_Wills-20-9_NEG.mzML
XenGlucInhib
2022-05-09_Wills-20-9_POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST003302
Initiating REDU-table generation for AN005409
Did not receive valid mwTab json for AN005409!
Initiating REDU-table generation for AN005410
Did not receive valid mwTab json for AN005410!
Initiating REDU-table generation for AN005411
Did not receive valid mwTab json for AN005411!
Initiating REDU-table generation for AN005412
Did not receive valid mwTab json for AN005412!
Processing  ST001650
Initiating REDU-table generation for AN002696
Rest length is 14
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KP08_raw_files
180621aJKsa09_1.cdf
KP08_raw_files
180621aJKsa10_1.cdf
KP08_raw_files
180621aJKsa11_1.cdf
KP08_raw_files
180621aJKsa13_1.cdf
KP08_raw_files
180621aJKsa17_1.cdf
KP08_raw_files
180621aJKsa19_1.cdf
KP08_raw_files
180621aJKsa20_1.cdf
KP08_raw_files
180621aJKsa21_1.cdf
KP08_raw_files
180621aJKsa23_1.cdf
KP08_raw_files
180621aJKsa24_1.cdf
KP08_raw_files
180621aJKsa25_1.cdf
KP08_raw_files
180621aJKsa33_1.cdf
KP08_raw_files
180621aJKsa35_1.cdf
KP08_raw_files
180621aJKsa36_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST002214
Initiating REDU-table generation for AN003622
Rest length is 16
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 766.46it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003623
Rest length is 16
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/16 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 16/16 [00:00<00:00, 762.02it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▍  | 2325/3150 [2:49:01<40:30,  2.95s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Traxler 2021 raw files for upload
negative
MR36-1-.raw
Traxler 2021 raw files for upload
negative
MR36-11-.raw
Traxler 2021 raw files for upload
negative
MR36-13-.raw
Traxler 2021 raw files for upload
negative
MR36-15-.raw
Traxler 2021 raw files for upload
negative
MR36-17-.raw
Traxler 2021 raw files for upload
negative
MR36-18-.raw
Traxler 2021 raw files for upload
negative
MR36-19-.raw
Traxler 2021 raw files for upload
negative
MR36-20-.raw
Traxler 2021 raw files for upload
negative
MR36-21-.raw
Traxler 2021 raw files for upload
negative
MR36-22-.raw
Traxler 2021 raw files for upload
negative
MR36-23-.raw
Traxler 2021 raw files for upload
negative
MR36-24-.raw
Traxler 2021 raw files for upload
negative
MR36-3-.raw
Traxler 2021 raw files for upload
negative
MR36-5-.raw
Traxler 2021 raw files for upload
negative
MR36-7-.raw
Traxler 2021 raw files for upload
negative
MR36-9-.raw
Traxler 2021 raw files for upload
positive
MR36-1+.raw
Traxler 2021 raw files for upload
positive
MR36-11+.raw
Traxler 2021 raw files for upload
positive
MR36-13+.raw
Traxler 2021 raw files for upload
positive
MR36-15+.raw
Traxler 2021 raw files for upload
positive
MR36-17+.raw
Traxler 2021 raw files for upload
positive
MR36-18+.raw
Traxler 2021 raw files for upload
positive
MR36-19+.raw
Traxler 2021 raw files for upload
positive
MR36-20+.raw
Traxler 2021 raw files for upload
positive
MR36-21+.raw
Traxler 2021 raw files for upload
positive
MR36-22+.raw
Traxler 2021 raw files for upload
positive
MR36-23+.raw
Traxler 2021 raw files for upload
positive
MR36-24+.raw
Traxler 2021 raw files for upload
positive
MR36-3+.raw
Traxler 2021 raw files for upload
positive
MR36-5+.raw
Traxler 2021 raw files for upload
positive
MR36-7+.raw
Traxler 2021 raw files for upload
positive
MR36-9+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST001252
No raw data detected. Ignoring ST001252
Processing  ST003388
Initiating REDU-table generation for AN005555
Rest length is 4
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/4 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 4/4 [00:00<00:00, 1659.47it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▍  | 2327/3150 [2:49:03<30:09,  2.20s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LIPIDOMICS RAW DATA
Lipid study  testing quad.wiff
LIPIDOMICS RAW DATA
Lipid study 2 PI.wiff
LIPIDOMICS RAW DATA
Lipid study 2 PIP.wiff
LIPIDOMICS RAW DATA
Lipid study 2 PIP2.wiff
LIPIDOMICS RAW DATA
Lipid study 2 PIP3.wiff
LIPIDOMICS RAW DATA
Lipid study 3 PIP.wiff
LIPIDOMICS RAW DATA
Lipid study PI.wiff
LIPIDOMICS RAW DATA
Lipid study PIP.wiff
LIPIDOMICS RAW DATA
Lipid study PIP2.wiff
LIPIDOMICS RAW DATA
Lipid study PIP3.wiff
LIPIDOMICS RAW DATA
lipid rerun.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST000136
Initiating REDU-table generation for AN000218
Rest length is 9
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/10 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 10/10 [00:00<00:00, 960.65it/s]

 74%|███████▍  | 2328/3150 [2:49:04<25:33,  1.87s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▍  | 2329/3150 [2:49:06<26:05,  1.91s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▍  | 2330/3150 [2:49:08<26:34,  1.94s/it]
 74%|███████▍  | 2332/3150 [2:49:08<15:49,  1.16s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001818
Initiating REDU-table generation for AN002950
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Autophagy PIPs
Data190411 FIP KO PIPs-KO_DMEM1.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_DMEM2.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_DMEM3.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_DMEM_Baf1.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_DMEM_Baf2.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_DMEM_Baf3.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_EBSS1.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_EBSS2.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_EBSS3.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_EBSS_Baf1.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_EBSS_Baf2.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-KO_EBSS_Baf3.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_DMEM1.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_DMEM2.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_DMEM3.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_DMEM_Baf1.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_DMEM_Baf2.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_DMEM_Baf3.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_EBSS1.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_EBSS2.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_EBSS3.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_EBSS_Baf1.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_EBSS_Baf2.mzML
Autophagy PIPs
Data190411 FIP KO PIPs-WT_EBSS_Baf3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST003394
Initiating REDU-table generation for AN005568
Rest length is 31
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
OxFA_H_KO_11.mzML
OxFA_H_KO_12.mzML
OxFA_H_KO_13.mzML
OxFA_H_KO_14.mzML
OxFA_H_KO_29.mzML
OxFA_H_KO_30.mzML
OxFA_H_KO_31.mzML
OxFA_H_KO_32.mzML
OxFA_H_WT_21.mzML
OxFA_H_WT_23.mzML
OxFA_L_KO_25.mzML
OxFA_L_KO_26.mzML
OxFA_L_KO_27.mzML
OxFA_L_KO_28.mzML
OxFA_L_KO_4.mzML
OxFA_L_KO_6.mzML
OxFA_L_WT_1.mzML
OxFA_L_WT_15.mzML
OxFA_L_WT_16.mzML
OxFA_L_WT_17.mzML
OxFA_L_WT_18.mzML
OxFA_L_WT_19.mzML
OxFA_L_WT_2.mzML
OxFA_L_WT_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002116
No raw data detected. Ignoring ST002116
Processing  ST000983
No raw data detected. Ignoring ST000983
Processing  ST001104
No raw data detected. Ignoring ST001104
Processing  ST001058
No raw data detected. Ignoring ST001058
Processing  ST000909
Initiating REDU-table generation for AN001476
Rest length is 247
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/247 [00:00<?, ?it/s]

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Mapping potential matches:   2%|▏         | 4/247 [00:00<00:14, 17.03it/s]

Mapping potential matches:   2%|▏         | 6/247 [00:00<00:14, 17.21it/s]

Mapping potential matches:   3%|▎         | 8/247 [00:00<00:13, 17.30it/s]

Mapping potential matches:   4%|▍         | 10/247 [00:00<00:13, 17.31it/s]

Mapping potential matches:   5%|▍         | 12/247 [00:00<00:13, 17.33it/s]

Mapping potential matches:   6%|▌         | 14/247 [00:00<00:13, 17.28it/s]

Mapping potential matches:   6%|▋         | 16/247 [00:00<00:13, 17.25it/s]

Mapping potential matches:   7%|▋         | 18/247 [00:01<00:13, 17.21it/s]

Mapping potential matches:   8%|▊         | 20/247 [00:01<00:13, 17.24it/s]

Mapping potential matches:   9%|▉         | 22/247 [00:01<00:13, 17.22it/s]

Mapping potential matches:  10%|▉         | 24/247 [00:01<00:12, 17.23it/s]

Mapping potential matches:  11%|█         | 26/247 [00:01<00:12, 17.19it/s]

Mapping potential matches:  11%|█▏        | 28/247 [00:01<00:12, 17.19it/s]

Mapping potential matches:  12%|█▏        | 30/247 [00:01<00:12, 17.16it/s]

Mapping potential matches:  13%|█▎        | 32/247 [00:01<00:12, 17.15it/s]

Mapping potential matches:  14%|█▍        | 34/247 [00:01<00:12, 17.06it/s]

Mapping potential matches:  15%|█▍        | 36/247 [00:02<00:12, 17.09it/s]

Mapping potential matches:  15%|█▌        | 38/247 [00:02<00:12, 17.11it/s]

Mapping potential matches:  16%|█▌        | 40/247 [00:02<00:12, 17.09it/s]

Mapping potential matches:  17%|█▋        | 42/247 [00:02<00:12, 16.99it/s]

Mapping potential matches:  18%|█▊        | 44/247 [00:02<00:11, 17.01it/s]

Mapping potential matches:  19%|█▊        | 46/247 [00:02<00:11, 17.06it/s]

Mapping potential matches:  19%|█▉        | 48/247 [00:02<00:11, 17.11it/s]

Mapping potential matches:  20%|██        | 50/247 [00:02<00:11, 17.13it/s]

Mapping potential matches:  21%|██        | 52/247 [00:03<00:11, 17.14it/s]

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Mapping potential matches:  23%|██▎       | 58/247 [00:03<00:10, 17.19it/s]

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Mapping potential matches:  28%|██▊       | 70/247 [00:04<00:10, 17.40it/s]

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Mapping potential matches:  32%|███▏      | 78/247 [00:04<00:09, 17.45it/s]

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Mapping potential matches:  37%|███▋      | 92/247 [00:05<00:08, 17.26it/s]

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Mapping potential matches:  54%|█████▍    | 134/247 [00:07<00:07, 15.50it/s]

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analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN001477
Rest length is 247
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

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resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002934
Initiating REDU-table generation for AN004812
Rest length is 94
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/94 [00:00<?, ?it/s]

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Mapping potential matches: 100%|██████████| 94/94 [00:00<00:00, 261.15it/s]

analyzing contradictions,..
resolving contradictions,..
An error occurred in MWB_to_REDU_wrapper: division by zero
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 504, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    potential_matches = resolve_contradictions(contradictions, potential_matches)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 323, in resolve_contradictions
    percentage = len(df_value) / raw_value_length
ZeroDivisionError: division by zero

Initiating REDU-table generation for AN004813
Rest length is 94
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/94 [00:00<?, ?it/s]

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Mapping potential matches: 100%|██████████| 94/94 [00:00<00:00, 264.97it/s]

 74%|███████▍  | 2336/3150 [2:49:39<1:01:45,  4.55s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▍  | 2337/3150 [2:49:42<57:53,  4.27s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▍  | 2338/3150 [2:49:44<52:32,  3.88s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 74%|███████▍  | 2340/3150 [2:50:32<2:38:21, 11.73s/it]
 74%|███████▍  | 2342/3150 [2:50:32<1:41:49,  7.56s/it]analyzing contradictions,..
resolving contradictions,..
An error occurred in MWB_to_REDU_wrapper: division by zero
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 504, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    potential_matches = resolve_contradictions(contradictions, potential_matches)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 323, in resolve_contradictions
    percentage = len(df_value) / raw_value_length
ZeroDivisionError: division by zero

Processing  ST001899
Initiating REDU-table generation for AN003085
Rest length is 39
raw file key found.
Initiating REDU-table generation for AN003086
Rest length is 39
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
190807LL_MetHILICpos_MP01.mzML
190807LL_MetHILICpos_MP02.mzML
190807LL_MetHILICpos_MP03.mzML
190807LL_MetHILICpos_MP04.mzML
190807LL_MetHILICpos_MP05.mzML
190807LL_MetHILICpos_MP07.mzML
190807LL_MetHILICpos_MP08.mzML
190807LL_MetHILICpos_MP09.mzML
190807LL_MetHILICpos_MP10.mzML
190807LL_MetHILICpos_MP11.mzML
190807LL_MetHILICpos_MP13.mzML
190807LL_MetHILICpos_MP15.mzML
190807LL_MetHILICpos_MP16.mzML
190807LL_MetHILICpos_MP17.mzML
190807LL_MetHILICpos_MP19.mzML
190807LL_MetHILICpos_MP20.mzML
190807LL_MetHILICpos_MP21.mzML
190807LL_MetHILICpos_MP22.mzML
190807LL_MetHILICpos_MP23.mzML
190807LL_MetHILICpos_MP25.mzML
190807LL_MetHILICpos_MP26.mzML
190807LL_MetHILICpos_MP29.mzML
190807LL_MetHILICpos_MP30.mzML
190807LL_MetHILICpos_MP31.mzML
190807LL_MetHILICpos_MP32.mzML
190807LL_MetHILICpos_MP33.mzML
190807LL_MetHILICpos_MP34.mzML
190807LL_MetHILICpos_MP35.mzML
190807LL_MetHILICpos_MP36.mzML
190807LL_MetHILICpos_MP37.mzML
190808LL_MetHILICneg_MP01.mzML
190808LL_MetHILICneg_MP02.mzML
190808LL_MetHILICneg_MP03.mzML
190808LL_MetHILICneg_MP04.mzML
190808LL_MetHILICneg_MP05.mzML
190808LL_MetHILICneg_MP07.mzML
190808LL_MetHILICneg_MP08.mzML
190808LL_MetHILICneg_MP09.mzML
190808LL_MetHILICneg_MP10.mzML
190808LL_MetHILICneg_MP11.mzML
190808LL_MetHILICneg_MP13.mzML
190808LL_MetHILICneg_MP15.mzML
190808LL_MetHILICneg_MP16.mzML
190808LL_MetHILICneg_MP17.mzML
190808LL_MetHILICneg_MP19.mzML
190808LL_MetHILICneg_MP20.mzML
190808LL_MetHILICneg_MP21.mzML
190808LL_MetHILICneg_MP22.mzML
190808LL_MetHILICneg_MP23.mzML
190808LL_MetHILICneg_MP25.mzML
190808LL_MetHILICneg_MP26.mzML
190808LL_MetHILICneg_MP29.mzML
190808LL_MetHILICneg_MP30.mzML
190808LL_MetHILICneg_MP31.mzML
190808LL_MetHILICneg_MP32.mzML
190808LL_MetHILICneg_MP33.mzML
190808LL_MetHILICneg_MP34.mzML
190808LL_MetHILICneg_MP35.mzML
190808LL_MetHILICneg_MP36.mzML
190808LL_MetHILICneg_MP37.mzML
190808LL_MetHILICneg_MP_Blank_01.mzML
190808LL_MetHILICneg_MP_Blank_02.mzML
190808LL_MetHILICneg_MP_Blank_03.mzML
190808LL_MetHILICneg_QC_MP_03.mzML
190808LL_MetHILICneg_QC_MP_04.mzML
190808LL_MetHILICneg_QC_MP_05.mzML
190808LL_MetHILICneg_QC_MP_06.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 67 rows!
Extracted information for 67 samples.
Processing  ST003547
Initiating REDU-table generation for AN005829
Rest length is 8
raw file key found.
Initiating REDU-table generation for AN005830
Rest length is 8
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzml_files
DHA 6.5_1_A.mzML
mzml_files
DHA 6.5_1_B.mzML
mzml_files
DHA 6.5_2_A.mzML
mzml_files
DHA 6.5_2_B.mzML
mzml_files
DHA 7.4_1_A.mzML
mzml_files
DHA 7.4_1_B.mzML
mzml_files
DHA 7.4_2_A.mzML
mzml_files
DHA 7.4_2_B.mzML
mzml_files
veh 7.4_1_A.mzML
mzml_files
veh 7.4_1_B.mzML
mzml_files
veh 7.4_2_A.mzML
mzml_files
veh 7.4_2_B.mzML
mzml_files
vehicle 6.5_1_A.mzML
mzml_files
vehicle 6.5_1_B.mzML
mzml_files
vehicle 6.5_2_A.mzML
mzml_files
vehicle 6.5_2_B.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST000162
No raw data detected. Ignoring ST000162
Processing  ST001480
Initiating REDU-table generation for AN002456
Rest length is 21
raw file key found.
Initiating REDU-table generation for AN002457
Rest length is 21
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HILIC_neg_QE
200309_Smp_32ppt-1C_A.mzXML
HILIC_neg_QE
200309_Smp_32ppt-1C_B.mzXML
HILIC_neg_QE
200309_Smp_32ppt-1C_C.mzXML
HILIC_neg_QE
200309_Smp_32ppt4C_A.mzXML
HILIC_neg_QE
200309_Smp_32ppt4C_B.mzXML
HILIC_neg_QE
200309_Smp_32ppt4C_C.mzXML
HILIC_neg_QE
200309_Smp_41ppt-1C_A.mzXML
HILIC_neg_QE
200309_Smp_41ppt-1C_B.mzXML
HILIC_neg_QE
200309_Smp_41ppt-1C_C.mzXML
HILIC_neg_QE
200309_Smp_41ppt4C_A.mzXML
HILIC_neg_QE
200309_Smp_41ppt4C_B.mzXML
HILIC_neg_QE
200309_Smp_41ppt4C_C.mzXML
HILIC_neg_QE
200309_Smp_Fc_1.mzXML
HILIC_neg_QE
200309_Smp_Fc_2.mzXML
HILIC_neg_QE
200309_Smp_Nl_1.mzXML
HILIC_neg_QE
200309_Smp_Nl_2.mzXML
HILIC_neg_QE
200309_Smp_NpB12SL_AB.mzXML
HILIC_neg_QE
200309_Smp_NpB12SL_CD.mzXML
HILIC_neg_QE
200309_Smp_NpB12SL_EF.mzXML
HILIC_neg_QE
200309_Smp_Np_1.mzXML
HILIC_neg_QE
200309_Smp_Np_2.mzXML
HILIC_pos_QE
200309_Smp_32ppt-1C_A.mzXML
HILIC_pos_QE
200309_Smp_32ppt-1C_B.mzXML
HILIC_pos_QE
200309_Smp_32ppt-1C_C.mzXML
HILIC_pos_QE
200309_Smp_32ppt4C_A.mzXML
HILIC_pos_QE
200309_Smp_32ppt4C_B.mzXML
HILIC_pos_QE
200309_Smp_32ppt4C_C.mzXML
HILIC_pos_QE
200309_Smp_41ppt-1C_A.mzXML
HILIC_pos_QE
200309_Smp_41ppt-1C_B.mzXML
HILIC_pos_QE
200309_Smp_41ppt-1C_C.mzXML
HILIC_pos_QE
200309_Smp_41ppt4C_A.mzXML
HILIC_pos_QE
200309_Smp_41ppt4C_B.mzXML
HILIC_pos_QE
200309_Smp_41ppt4C_C.mzXML
HILIC_pos_QE
200309_Smp_Fc_1.mzXML
HILIC_pos_QE
200309_Smp_Fc_2.mzXML
HILIC_pos_QE
200309_Smp_Nl_1.mzXML
HILIC_pos_QE
200309_Smp_Nl_2.mzXML
HILIC_pos_QE
200309_Smp_NpB12SL_AB.mzXML
HILIC_pos_QE
200309_Smp_NpB12SL_CD.mzXML
HILIC_pos_QE
200309_Smp_NpB12SL_EF.mzXML
HILIC_pos_QE
200309_Smp_Np_1.mzXML
HILIC_pos_QE
200309_Smp_Np_2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 6
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST000412
No raw data detected. Ignoring ST000412
Processing  ST002471
Initiating REDU-table generation for AN004033
Did not receive valid mwTab json for AN004033!
Initiating REDU-table generation for AN004034
Did not receive valid mwTab json for AN004034!
Initiating REDU-table generation for AN004035
Did not receive valid mwTab json for AN004035!
Initiating REDU-table generation for AN004036
Did not receive valid mwTab json for AN004036!
Processing  ST002517
Initiating REDU-table generation for AN004145
Rest length is 123
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004146
Rest length is 123
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw
Neg_2243_Ac0_1_TP4i.raw
raw
Neg_2243_Ac0_1_TP6i.raw
raw
Neg_2243_Ac0_2_TP4i.raw
raw
Neg_2243_Ac0_2_TP6i.raw
raw
Neg_2243_Ac0_3_TP4i.raw
raw
Neg_2243_Ac0_3_TP6i.raw
raw
Neg_2243_Ac10L_1_TP4i.raw
raw
Neg_2243_Ac10L_1_TP6i.raw
raw
Neg_2243_Ac10L_2_TP4i.raw
raw
Neg_2243_Ac10L_2_TP6i.raw
raw
Neg_2243_Ac10L_3_TP4i.raw
raw
Neg_2243_Ac10L_3_TP6i.raw
raw
Neg_2243_Ac10_1_TP4i.raw
raw
Neg_2243_Ac10_1_TP6i.raw
raw
Neg_2243_Ac10_2_TP4i.raw
raw
Neg_2243_Ac10_2_TP6i.raw
raw
Neg_2243_Ac10_3_TP4i.raw
raw
Neg_2243_Ac10_3_TP6i.raw
raw
Neg_2243_Ac1L_1_TP4i.raw
raw
Neg_2243_Ac1L_1_TP6i.raw
raw
Neg_2243_Ac1L_2_TP4i.raw
raw
Neg_2243_Ac1L_2_TP6i.raw
raw
Neg_2243_Ac1L_3_TP4i.raw
raw
Neg_2243_Ac1L_3_TP6i.raw
raw
Neg_2243_Ac1_1_TP4i.raw
raw
Neg_2243_Ac1_1_TP6i.raw
raw
Neg_2243_Ac1_2_TP4i.raw
raw
Neg_2243_Ac1_2_TP6i.raw
raw
Neg_2243_Ac1_3_TP4i.raw
raw
Neg_2243_Ac1_3_TP6i.raw
raw
Neg_AB8n2_Ac0_1_TP4i.raw
raw
Neg_AB8n2_Ac0_1_TP6i.raw
raw
Neg_AB8n2_Ac0_2_TP4i.raw
raw
Neg_AB8n2_Ac0_2_TP6i.raw
raw
Neg_AB8n2_Ac0_3_TP4i.raw
raw
Neg_AB8n2_Ac0_3_TP6i.raw
raw
Neg_AB8n2_Ac10L_1_TP4i.raw
raw
Neg_AB8n2_Ac10L_1_TP6i.raw
raw
Neg_AB8n2_Ac10L_2_TP4i.raw
raw
Neg_AB8n2_Ac10L_2_TP6i.raw
raw
Neg_AB8n2_Ac10L_3_TP4i.raw
raw
Neg_AB8n2_Ac10L_3_TP6i.raw
raw
Neg_AB8n2_Ac10_1_TP4i.raw
raw
Neg_AB8n2_Ac10_1_TP6i.raw
raw
Neg_AB8n2_Ac10_2_TP4i.raw
raw
Neg_AB8n2_Ac10_2_TP6i.raw
raw
Neg_AB8n2_Ac10_3_TP4i.raw
raw
Neg_AB8n2_Ac10_3_TP6i.raw
raw
Neg_AB8n2_Ac1L_1_TP4i.raw
raw
Neg_AB8n2_Ac1L_1_TP6i.raw
raw
Neg_AB8n2_Ac1L_2_TP4i.raw
raw
Neg_AB8n2_Ac1L_2_TP6i.raw
raw
Neg_AB8n2_Ac1L_3_TP4i.raw
raw
Neg_AB8n2_Ac1L_3_TP6i.raw
raw
Neg_AB8n2_Ac1_1_TP4i.raw
raw
Neg_AB8n2_Ac1_1_TP6i.raw
raw
Neg_AB8n2_Ac1_2_TP4i.raw
raw
Neg_AB8n2_Ac1_2_TP6i.raw
raw
Neg_AB8n2_Ac1_3_TP4i.raw
raw
Neg_AB8n2_Ac1_3_TP6i.raw
raw
Neg_Intra_BK_1.raw
raw
Neg_Intra_BK_2.raw
raw
Neg_Intra_BK_3.raw
raw
Neg_Intra_BK_4.raw
raw
Neg_Intra_BK_5.raw
raw
Neg_Intra_BK_6.raw
raw
Neg_Intra_BK_7.raw
raw
Neg_Intra_BK_8.raw
raw
Neg_Intra_BK_9.raw
raw
Neg_Intra_pool_1.raw
raw
Neg_Intra_pool_2.raw
raw
Neg_Intra_pool_3.raw
raw
Neg_Intra_pool_4.raw
raw
Neg_Valencia_Ac0_1_TP4i.raw
raw
Neg_Valencia_Ac0_1_TP6i.raw
raw
Neg_Valencia_Ac0_2_TP4i.raw
raw
Neg_Valencia_Ac0_2_TP6i.raw
raw
Neg_Valencia_Ac0_3_TP4i.raw
raw
Neg_Valencia_Ac0_3_TP6i.raw
raw
Neg_Valencia_Ac10L_1_TP4i.raw
raw
Neg_Valencia_Ac10L_1_TP6i.raw
raw
Neg_Valencia_Ac10L_2_TP4i.raw
raw
Neg_Valencia_Ac10L_2_TP6i.raw
raw
Neg_Valencia_Ac10L_3_TP4i.raw
raw
Neg_Valencia_Ac10L_3_TP6i.raw
raw
Neg_Valencia_Ac10_1_TP4i.raw
raw
Neg_Valencia_Ac10_1_TP6i.raw
raw
Neg_Valencia_Ac10_2_TP4i.raw
raw
Neg_Valencia_Ac10_2_TP6i.raw
raw
Neg_Valencia_Ac10_3_TP4i.raw
raw
Neg_Valencia_Ac10_3_TP6i.raw
raw
Neg_Valencia_Ac1L_1_TP4i.raw
raw
Neg_Valencia_Ac1L_1_TP6i.raw
raw
Neg_Valencia_Ac1L_2_TP4i.raw
raw
Neg_Valencia_Ac1L_2_TP6i.raw
raw
Neg_Valencia_Ac1L_3_TP4i.raw
raw
Neg_Valencia_Ac1L_3_TP6i.raw
raw
Neg_Valencia_Ac1_1_TP4i.raw
raw
Neg_Valencia_Ac1_1_TP6i.raw
raw
Neg_Valencia_Ac1_2_TP4i.raw
raw
Neg_Valencia_Ac1_2_TP6i.raw
raw
Neg_Valencia_Ac1_3_TP4i.raw
raw
Neg_Valencia_Ac1_3_TP6i.raw
raw
Neg_c_Ac0_1_TP4i.raw
raw
Neg_c_Ac0_1_TP6i.raw
raw
Neg_c_Ac0_2_TP4i.raw
raw
Neg_c_Ac0_2_TP6i.raw
raw
Neg_c_Ac10L_1_TP4i.raw
raw
Neg_c_Ac10L_1_TP6i.raw
raw
Neg_c_Ac10L_2_TP4i.raw
raw
Neg_c_Ac10L_2_TP6i.raw
raw
Neg_c_Ac10_1_TP4i.raw
raw
Neg_c_Ac10_1_TP6i.raw
raw
Neg_c_Ac10_2_TP4i.raw
raw
Neg_c_Ac10_2_TP6i.raw
raw
Neg_c_Ac1L_1_TP4i.raw
raw
Neg_c_Ac1L_1_TP6i.raw
raw
Neg_c_Ac1L_2_TP4i.raw
raw
Neg_c_Ac1L_2_TP6i.raw
raw
Neg_c_Ac1_1_TP4i.raw
raw
Neg_c_Ac1_1_TP6i.raw
raw
Neg_c_Ac1_2_TP4i.raw
raw
Neg_c_Ac1_2_TP6i.raw
raw
Pos_2243_Ac0_1_TP4i.raw
raw
Pos_2243_Ac0_1_TP6i.raw
raw
Pos_2243_Ac0_2_TP4i.raw
raw
Pos_2243_Ac0_2_TP6i.raw
raw
Pos_2243_Ac0_3_TP4i.raw
raw
Pos_2243_Ac0_3_TP6i.raw
raw
Pos_2243_Ac10L_1_TP4i.raw
raw
Pos_2243_Ac10L_1_TP6i.raw
raw
Pos_2243_Ac10L_2_TP4i.raw
raw
Pos_2243_Ac10L_2_TP6i.raw
raw
Pos_2243_Ac10L_3_TP4i.raw
raw
Pos_2243_Ac10L_3_TP6i.raw
raw
Pos_2243_Ac10_1_TP4i.raw
raw
Pos_2243_Ac10_1_TP6i.raw
raw
Pos_2243_Ac10_2_TP4i.raw
raw
Pos_2243_Ac10_2_TP6i.raw
raw
Pos_2243_Ac10_3_TP4i.raw
raw
Pos_2243_Ac10_3_TP6i.raw
raw
Pos_2243_Ac1L_1_TP4i.raw
raw
Pos_2243_Ac1L_1_TP6i.raw
raw
Pos_2243_Ac1L_2_TP4i.raw
raw
Pos_2243_Ac1L_2_TP6i.raw
raw
Pos_2243_Ac1L_3_TP4i.raw
raw
Pos_2243_Ac1L_3_TP6i.raw
raw
Pos_2243_Ac1_1_TP4i.raw
raw
Pos_2243_Ac1_1_TP6i.raw
raw
Pos_2243_Ac1_2_TP4i.raw
raw
Pos_2243_Ac1_2_TP6i.raw
raw
Pos_2243_Ac1_3_TP4i.raw
raw
Pos_2243_Ac1_3_TP6i.raw
raw
Pos_AB8n2_Ac0_1_TP4i.raw
raw
Pos_AB8n2_Ac0_1_TP6i.raw
raw
Pos_AB8n2_Ac0_2_TP4i.raw
raw
Pos_AB8n2_Ac0_2_TP6i.raw
raw
Pos_AB8n2_Ac0_3_TP4i.raw
raw
Pos_AB8n2_Ac0_3_TP6i.raw
raw
Pos_AB8n2_Ac10L_1_TP4i.raw
raw
Pos_AB8n2_Ac10L_1_TP6i.raw
raw
Pos_AB8n2_Ac10L_2_TP4i.raw
raw
Pos_AB8n2_Ac10L_2_TP6i.raw
raw
Pos_AB8n2_Ac10L_3_TP4i.raw
raw
Pos_AB8n2_Ac10L_3_TP6i.raw
raw
Pos_AB8n2_Ac10_1_TP4i.raw
raw
Pos_AB8n2_Ac10_1_TP6i.raw
raw
Pos_AB8n2_Ac10_2_TP4i.raw
raw
Pos_AB8n2_Ac10_2_TP6i.raw
raw
Pos_AB8n2_Ac10_3_TP4i.raw
raw
Pos_AB8n2_Ac10_3_TP6i.raw
raw
Pos_AB8n2_Ac1L_1_TP4i.raw
raw
Pos_AB8n2_Ac1L_1_TP6i.raw
raw
Pos_AB8n2_Ac1L_2_TP4i.raw
raw
Pos_AB8n2_Ac1L_2_TP6i.raw
raw
Pos_AB8n2_Ac1L_3_TP4i.raw
raw
Pos_AB8n2_Ac1L_3_TP6i.raw
raw
Pos_AB8n2_Ac1_1_TP4i.raw
raw
Pos_AB8n2_Ac1_1_TP6i.raw
raw
Pos_AB8n2_Ac1_2_TP4i.raw
raw
Pos_AB8n2_Ac1_2_TP6i.raw
raw
Pos_AB8n2_Ac1_3_TP4i.raw
raw
Pos_AB8n2_Ac1_3_TP6i.raw
raw
Pos_Intra_BK_1.raw
raw
Pos_Intra_BK_2.raw
raw
Pos_Intra_BK_3.raw
raw
Pos_Intra_BK_4.raw
raw
Pos_Intra_BK_5.raw
raw
Pos_Intra_BK_6.raw
raw
Pos_Intra_BK_7.raw
raw
Pos_Intra_BK_8.raw
raw
Pos_Intra_BK_9.raw
raw
Pos_Intra_pool_1.raw
raw
Pos_Intra_pool_2.raw
raw
Pos_Intra_pool_3.raw
raw
Pos_Intra_pool_4.raw
raw
Pos_Valencia_Ac0_1_TP4i.raw
raw
Pos_Valencia_Ac0_1_TP6i.raw
raw
Pos_Valencia_Ac0_2_TP4i.raw
raw
Pos_Valencia_Ac0_2_TP6i.raw
raw
Pos_Valencia_Ac0_3_TP4i.raw
raw
Pos_Valencia_Ac0_3_TP6i.raw
raw
Pos_Valencia_Ac10L_1_TP4i.raw
raw
Pos_Valencia_Ac10L_1_TP6i.raw
raw
Pos_Valencia_Ac10L_2_TP4i.raw
raw
Pos_Valencia_Ac10L_2_TP6i.raw
raw
Pos_Valencia_Ac10L_3_TP4i.raw
raw
Pos_Valencia_Ac10L_3_TP6i.raw
raw
Pos_Valencia_Ac10_1_TP4i.raw
raw
Pos_Valencia_Ac10_1_TP6i.raw
raw
Pos_Valencia_Ac10_2_TP4i.raw
raw
Pos_Valencia_Ac10_2_TP6i.raw
raw
Pos_Valencia_Ac10_3_TP4i.raw
raw
Pos_Valencia_Ac10_3_TP6i.raw
raw
Pos_Valencia_Ac1L_1_TP4i.raw
raw
Pos_Valencia_Ac1L_1_TP6i.raw
raw
Pos_Valencia_Ac1L_2_TP4i.raw
raw
Pos_Valencia_Ac1L_2_TP6i.raw
raw
Pos_Valencia_Ac1L_3_TP4i.raw
raw
Pos_Valencia_Ac1L_3_TP6i.raw
raw
Pos_Valencia_Ac1_1_TP4i.raw
raw
Pos_Valencia_Ac1_1_TP6i.raw
raw
Pos_Valencia_Ac1_2_TP4i.raw
raw
Pos_Valencia_Ac1_2_TP6i.raw
raw
Pos_Valencia_Ac1_3_TP4i.raw
raw
Pos_Valencia_Ac1_3_TP6i.raw
raw
Pos_c_Ac0_1_TP4i.raw
raw
Pos_c_Ac0_1_TP6i.raw
raw
Pos_c_Ac0_2_TP4i.raw
raw
Pos_c_Ac0_2_TP6i.raw
raw
Pos_c_Ac10L_1_TP4i.raw
raw
Pos_c_Ac10L_1_TP6i.raw
raw
Pos_c_Ac10L_2_TP4i.raw
raw
Pos_c_Ac10L_2_TP6i.raw
raw
Pos_c_Ac10_1_TP4i.raw
raw
Pos_c_Ac10_1_TP6i.raw
raw
Pos_c_Ac10_2_TP4i.raw
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mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 488 rows!
Extracted information for 488 samples.
Processing  ST001060
This is not an MS-analysis. Ignoring AN001730
Processing  ST003355
No raw data detected. Ignoring ST003355
Processing  ST002189
No raw data detected. Ignoring ST002189
Processing  ST002809
No raw data detected. Ignoring ST002809
Processing  ST001792
No raw data detected. Ignoring ST001792
Processing  ST003515
Initiating REDU-table generation for AN005771
Rest length is 210
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005772
Rest length is 210
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
VT_190205_001.raw
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VT_190205_019.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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VT_190205_054.raw
VT_190205_055.raw
VT_190205_056.raw
VT_190205_057.raw
VT_190205_058.raw
VT_190205_059.raw
VT_190205_060.raw
VT_190205_067.raw
VT_190205_068.raw
VT_190205_069.raw
VT_190205_070.raw
VT_190205_071.raw
VT_190205_072.raw
VT_190205_073.raw
VT_190205_074.raw
VT_190205_075.raw
VT_190205_076.raw
VT_190205_077.raw
VT_190205_078.raw
VT_190205_085.raw
VT_190205_086.raw
VT_190205_087.raw
VT_190205_088.raw
VT_190205_089.raw
VT_190205_090.raw
VT_190205_091.raw
VT_190205_092.raw
VT_190205_093.raw
VT_190205_094.raw
VT_190205_095.raw
VT_190205_096.raw
VT_190205_109.raw
VT_190205_110.raw
VT_190205_111.raw
VT_190205_112.raw
VT_190205_113.raw
VT_190205_114.raw
VT_190205_115.raw
VT_190205_116.raw
VT_190205_117.raw
VT_190205_118.raw
VT_190205_119.raw
VT_190205_120.raw
VT_190205_127.raw
VT_190205_128.raw
VT_190205_129.raw
VT_190205_130.raw
VT_190205_131.raw
VT_190205_132.raw
VT_190205_133.raw
VT_190205_134.raw
VT_190205_135.raw
VT_190205_136.raw
VT_190205_137.raw
VT_190205_138.raw
VT_190205_139.raw
VT_190205_140.raw
VT_190205_141.raw
VT_190205_142.raw
VT_190205_143.raw
VT_190205_144.raw
VT_190205_169.raw
VT_190205_170.raw
VT_190205_171.raw
VT_190205_172.raw
VT_190205_173.raw
VT_190205_174.raw
VT_190205_187.raw
VT_190205_188.raw
VT_190205_189.raw
VT_190205_190.raw
VT_190205_191.raw
VT_190205_192.raw
VT_190205_193.raw
VT_190205_194.raw
VT_190205_195.raw
VT_190205_196.raw
VT_190205_197.raw
VT_190205_198.raw
VT_190205_199.raw
VT_190205_200.raw
VT_190205_201.raw
VT_190205_202.raw
VT_190205_203.raw
VT_190205_204.raw
VT_190205_205.raw
VT_190205_206.raw
VT_190205_207.raw
VT_190205_208.raw
VT_190205_209.raw
VT_190205_210.raw
VT_190205_211.raw
VT_190205_212.raw
VT_190205_213.raw
VT_190205_214.raw
VT_190205_215.raw
VT_190205_216.raw
VT_190205_247.raw
VT_190205_248.raw
VT_190205_249.raw
VT_190205_250.raw
VT_190205_251.raw
VT_190205_252.raw
VT_190205_253.raw
VT_190205_254.raw
VT_190205_255.raw
VT_190205_256.raw
VT_190205_257.raw
VT_190205_258.raw
VT_190205_265.raw
VT_190205_266.raw
VT_190205_267.raw
VT_190205_268.raw
VT_190205_269.raw
VT_190205_270.raw
VT_190205_283.raw
VT_190205_284.raw
VT_190205_285.raw
VT_190205_286.raw
VT_190205_287.raw
VT_190205_288.raw
VT_190205_289.raw
VT_190205_290.raw
VT_190205_291.raw
VT_190205_292.raw
VT_190205_293.raw
VT_190205_294.raw
VT_190205_301.raw
VT_190205_302.raw
VT_190205_303.raw
VT_190205_304.raw
VT_190205_305.raw
VT_190205_306.raw
VT_190205_307.raw
VT_190205_308.raw
VT_190205_309.raw
VT_190205_310.raw
VT_190205_311.raw
VT_190205_312.raw
VT_190205_325.raw
VT_190205_326.raw
VT_190205_327.raw
VT_190205_328.raw
VT_190205_329.raw
VT_190205_330.raw
VT_190205_373.raw
VT_190205_374.raw
VT_190205_375.raw
VT_190205_376.raw
VT_190205_377.raw
VT_190205_378.raw
VT_190205_379.raw
VT_190205_380.raw
VT_190205_381.raw
VT_190205_382.raw
VT_190205_383.raw
VT_190205_384.raw
VT_190205_385.raw
VT_190205_386.raw
VT_190205_387.raw
VT_190205_388.raw
VT_190205_389.raw
VT_190205_390.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 210 rows!
Extracted information for 210 samples.
Processing  ST000249
No raw data detected. Ignoring ST000249
Processing  ST001865
No raw data detected. Ignoring ST001865
Processing  ST000017
No raw data detected. Ignoring ST000017
Processing  ST000933
No raw data detected. Ignoring ST000933
Processing  ST000394
No raw data detected. Ignoring ST000394
Processing  ST000570
No raw data detected. Ignoring ST000570
Processing  ST001791
No raw data detected. Ignoring ST001791
Processing  ST001073
No raw data detected. Ignoring ST001073
Processing  ST000721
No raw data detected. Ignoring ST000721
Processing  ST001733
No raw data detected. Ignoring ST001733
Processing  ST002382
Initiating REDU-table generation for AN003881
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Split injection mzXML
CG_701_UNK-0006_21062019_4.mzXML
Split injection mzXML
CG_704_UNK-0004_21062019_2.mzXML
Split injection mzXML
CG_710_UNK-0010_21062019_8.mzXML
Split injection mzXML
CG_711_UNK-0005_21062019_3.mzXML
Split injection mzXML
CG_712_UNK-0007_21062019_5.mzXML
Split injection mzXML
CG_713_UNK-0015_21062019_13.mzXML
Split injection mzXML
CG_714_UNK-0017_21062019_15.mzXML
Split injection mzXML
CG_715_UNK-0009_21062019_7.mzXML
Split injection mzXML
CG_716_UNK-0012_21062019_10.mzXML
Split injection mzXML
CG_717_UNK-0016_21062019_14.mzXML
Split injection mzXML
CG_719_UNK-0011_21062019_9.mzXML
Split injection mzXML
CG_720_UNK-0020_21062019_18.mzXML
Split injection mzXML
CG_722_UNK-0022_21062019_20.mzXML
Split injection mzXML
CG_723_UNK-0018_21062019_16.mzXML
Split injection mzXML
CG_724_UNK-0027_21062019_25.mzXML
Split injection mzXML
CG_725_UNK-0029_21062019_27.mzXML
Split injection mzXML
CG_726_UNK-0021_21062019_19.mzXML
Split injection mzXML
CG_727_UNK-0023_21062019_21.mzXML
Split injection mzXML
CG_728_UNK-0031_21062019_29.mzXML
Split injection mzXML
CG_730_UNK-0026_21062019_24.mzXML
Split injection mzXML
CG_731_UNK-0033_21062019_31.mzXML
Split injection mzXML
CG_732_UNK-0037_21062019_35.mzXML
Split injection mzXML
CG_733_UNK-0043_21062019_41.mzXML
Split injection mzXML
CG_734_UNK-0028_21062019_26.mzXML
Split injection mzXML
CG_737_UNK-0032_21062019_30.mzXML
Split injection mzXML
CG_739_UNK-0034_21062019_32.mzXML
Split injection mzXML
CG_740_UNK-0038_21062019_36.mzXML
Split injection mzXML
CG_744_UNK-0039_21062019_37.mzXML
Split injection mzXML
CG_745_UNK-0045_21062019_43.mzXML
Split injection mzXML
CG_746_UNK-0049_21062019_47.mzXML
Split injection mzXML
CG_746_rerun_UNK-0049_24062019_3.mzXML
Split injection mzXML
CG_748_UNK-0042_21062019_40.mzXML
Split injection mzXML
CG_749_UNK-0044_21062019_42.mzXML
Split injection mzXML
CG_752_UNK-0050_21062019_48.mzXML
Split injection mzXML
CG_752_rerun_UNK-0050_24062019_4.mzXML
Split injection mzXML
CG_753_UNK-0040_21062019_38.mzXML
Split injection mzXML
CG_754_UNK-0048_21062019_46.mzXML
Split injection mzXML
CG_754_rerun_UNK-0048_24062019_2.mzXML
Split injection mzXML
CG_755_UNK-0051_21062019_49.mzXML
Split injection mzXML
CG_755_rerun_UNK-0051_24062019_5.mzXML
Split injection mzXML
Hexane blank 3_UNK-0013_21062019_11.mzXML
Split injection mzXML
Hexane blank 4_UNK-0024_21062019_22.mzXML
Split injection mzXML
Hexane blank 5_UNK-0035_21062019_33.mzXML
Split injection mzXML
Hexane blank 6_UNK-0046_21062019_44.mzXML
Split injection mzXML
Hexane blank 7_UNK-0053_21062019_51.mzXML
Split injection mzXML
Hexane blank 8_UNK-0054_21062019_52.mzXML
Split injection mzXML
Hexane blank 9_UNK-0053_24062019_7.mzXML
Split injection mzXML
PBQC01_UNK-0003_21062019_1.mzXML
Split injection mzXML
PBQC02_UNK-0008_21062019_6.mzXML
Split injection mzXML
PBQC03_UNK-0014_21062019_12.mzXML
Split injection mzXML
PBQC04_UNK-0019_21062019_17.mzXML
Split injection mzXML
PBQC05_UNK-0025_21062019_23.mzXML
Split injection mzXML
PBQC06_UNK-0030_21062019_28.mzXML
Split injection mzXML
PBQC07_UNK-0036_21062019_34.mzXML
Split injection mzXML
PBQC08_UNK-0041_21062019_39.mzXML
Split injection mzXML
PBQC09_UNK-0047_21062019_45.mzXML
Split injection mzXML
PBQC09_rerun_UNK-0047_24062019_1.mzXML
Split injection mzXML
PBQC10_UNK-0052_21062019_50.mzXML
Split injection mzXML
PBQC10_rerun_UNK-0052_24062019_6.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 59 rows!
Extracted information for 59 samples.
Processing  ST002422
Initiating REDU-table generation for AN003944
Rest length is 36/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 75%|███████▍  | 2361/3150 [2:50:49<16:18,  1.24s/it]
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003945
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MAM_fractions
20220508_neg_KO_rep1_10ul.mzXML
MAM_fractions
20220508_neg_KO_rep3_10ul.mzXML
MAM_fractions
20220508_neg_KO_rep4_10ul.mzXML
MAM_fractions
20220508_neg_WT_rep1_10ul.mzXML
MAM_fractions
20220508_neg_WT_rep3_10ul.mzXML
MAM_fractions
20220508_neg_WT_rep4_10ul.mzXML
MAM_fractions
20220508_pos_KO_rep1_16ul.mzXML
MAM_fractions
20220508_pos_KO_rep1_4ul.mzXML
MAM_fractions
20220508_pos_KO_rep1_8ul.mzXML
MAM_fractions
20220508_pos_KO_rep3_16ul.mzXML
MAM_fractions
20220508_pos_KO_rep3_4ul.mzXML
MAM_fractions
20220508_pos_KO_rep3_8ul.mzXML
MAM_fractions
20220508_pos_KO_rep4_16ul.mzXML
MAM_fractions
20220508_pos_KO_rep4_4ul.mzXML
MAM_fractions
20220508_pos_KO_rep4_8ul.mzXML
MAM_fractions
20220508_pos_WT_rep1_16ul.mzXML
MAM_fractions
20220508_pos_WT_rep1_4ul.mzXML
MAM_fractions
20220508_pos_WT_rep1_8ul.mzXML
MAM_fractions
20220508_pos_WT_rep3_16ul.mzXML
MAM_fractions
20220508_pos_WT_rep3_4ul.mzXML
MAM_fractions
20220508_pos_WT_rep3_8ul.mzXML
MAM_fractions
20220508_pos_WT_rep4_16ul.mzXML
MAM_fractions
20220508_pos_WT_rep4_4ul.mzXML
MAM_fractions
20220508_pos_WT_rep4_8ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_neg_rep8_KO_10ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_neg_rep8_KO_15ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_neg_rep8_KO_5ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_neg_rep8_WT_10ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_neg_rep8_WT_15ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_neg_rep8_WT_5ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_pos_rep8_KO_16ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_pos_rep8_KO_4ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_pos_rep8_KO_8ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_pos_rep8_WT_16ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_pos_rep8_WT_4ul.mzXML
MAM_fractions
20220820_tufts_MAMfrac_pos_rep8_WT_8ul.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST000236
No raw data detected. Ignoring ST000236
Processing  ST002759
No raw data detected. Ignoring ST002759
Processing  ST003366
Initiating REDU-table generation for AN005516
Rest length is 53
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 419.39it/s]

 75%|███████▍  | 2361/3150 [2:51:04<16:18,  1.24s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005517
Rest length is 53
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 424.70it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 75%|███████▌  | 2364/3150 [2:52:55<3:21:05, 15.35s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 75%|███████▌  | 2365/3150 [2:52:57<2:57:50, 13.59s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 75%|███████▌  | 2368/3150 [2:53:00<1:54:42,  8.80s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230118 Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-Blank (2).mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-Blank (3).mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-Blank.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-DMEM_F12 no adds (2).mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-DMEM_F12 no adds.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA No ENZ No Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA No ENZ No Fasnall 05 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA No ENZ No Fasnall 10 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA No ENZ No Fasnall 20 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 0.5 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 1.0 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 10 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 10 uM Fasnall 05 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 10 uM Fasnall 10 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 10 uM Fasnall 20 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 2.0 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 20 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 20 uM Fasnall 05 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 20 uM Fasnall 10 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 20 uM Fasnall 20 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 3.0 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 4.0 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 40 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 40 uM Fasnall 05 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 40 uM Fasnall 10 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 40 uM Fasnall 20 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 5.0 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 6.0 uM Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 No Fasnall 00 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 No Fasnall 05 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 No Fasnall 10 min.mzML
Dima MDH Porcine Fasnall mzML
20230118 Dima MDH Porcine Fasnall-OAA Porcine 1_100 No Fasnall 20 min.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 32
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001756
Initiating REDU-table generation for AN002860
Rest length is 48
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002861
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
feces_Neg_CN_30A1A_M.mzXML
feces_Neg_CN_30A1B_M.mzXML
feces_Neg_CN_30A1C_M.mzXML
feces_Neg_CN_30A2A_M.mzXML
feces_Neg_CN_30A2B_M.mzXML
feces_Neg_CN_30A2C_M.mzXML
feces_Neg_CN_9A1C_F.mzXML
feces_Neg_CN_9A2A_F.mzXML
feces_Neg_CN_9A2B_F.mzXML
feces_Neg_CN_9A2C_F.mzXML
feces_Neg_CN_9A2D_F.mzXML
feces_Neg_CN_9A2E_F.mzXML
feces_Neg_GF_27F2.mzXML
feces_Neg_GF_27F3.mzXML
feces_Neg_GF_27F4.mzXML
feces_Neg_GF_27F5.mzXML
feces_Neg_GF_27F6.mzXML
feces_Neg_GF_27F7.mzXML
feces_Neg_GF_27M1.mzXML
feces_Neg_GF_27M2.mzXML
feces_Neg_GF_27M5.mzXML
feces_Neg_GF_27M7.mzXML
feces_Neg_GF_27M8.mzXML
feces_Neg_GF_27M9.mzXML
feces_Pos_CN_30A1A_M.mzXML
feces_Pos_CN_30A1B_M.mzXML
feces_Pos_CN_30A1C_M.mzXML
feces_Pos_CN_30A2A_M.mzXML
feces_Pos_CN_30A2B_M.mzXML
feces_Pos_CN_30A2C_M.mzXML
feces_Pos_CN_9A1C_F.mzXML
feces_Pos_CN_9A2A_F.mzXML
feces_Pos_CN_9A2B_F.mzXML
feces_Pos_CN_9A2C_F.mzXML
feces_Pos_CN_9A2D_F.mzXML
feces_Pos_CN_9A2E_F.mzXML
feces_Pos_GF_27F2.mzXML
feces_Pos_GF_27F3.mzXML
feces_Pos_GF_27F4.mzXML
feces_Pos_GF_27F5.mzXML
feces_Pos_GF_27F6.mzXML
feces_Pos_GF_27F7.mzXML
feces_Pos_GF_27M1.mzXML
feces_Pos_GF_27M2.mzXML
feces_Pos_GF_27M5.mzXML
feces_Pos_GF_27M7.mzXML
feces_Pos_GF_27M8.mzXML
feces_Pos_GF_27M9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST000470
No raw data detected. Ignoring ST000470
Processing  ST000342
No raw data detected. Ignoring ST000342
Processing  ST001977
Initiating REDU-table generation for AN003225
Rest length is 37
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20201123_QEF1_HILIC_patiensCSF_AJ304.raw
20201123_QEF1_HILIC_patiensCSF_AJ305.raw
20201123_QEF1_HILIC_patiensCSF_AJ306.raw
20201123_QEF1_HILIC_patiensCSF_AJ307.raw
20201123_QEF1_HILIC_patiensCSF_AJ308.raw
20201123_QEF1_HILIC_patiensCSF_AJ309.raw
20201123_QEF1_HILIC_patiensCSF_AJ310.raw
20201123_QEF1_HILIC_patiensCSF_AJ311.raw
20201123_QEF1_HILIC_patiensCSF_AJ312.raw
20201123_QEF1_HILIC_patiensCSF_AJ313.raw
20201123_QEF1_HILIC_patiensCSF_AJ314.raw
20201123_QEF1_HILIC_patiensCSF_AJ315.raw
20201123_QEF1_HILIC_patiensCSF_AJ316.raw
20201123_QEF1_HILIC_patiensCSF_AJ317.raw
20201123_QEF1_HILIC_patiensCSF_AJ318_pool1x_a.raw
20201123_QEF1_HILIC_patiensCSF_AJ318_pool1x_d.raw
20201123_QEF1_HILIC_patiensCSF_AJ319_pool05x.raw
20201123_QEF1_HILIC_patiensCSF_AJ320_pool03x.raw
20201123_QEF1_HILIC_patiensCSF_AJ321_pool01x_a.raw
20201123_QEF1_HILIC_patiensCSF_AJ321_pool01x_b.raw
20201123_QEF1_HILIC_patiensCSF_AJ322.raw
20201123_QEF1_HILIC_patiensCSF_AJ323.raw
20201123_QEF1_HILIC_patiensCSF_AJ324.raw
20201123_QEF1_HILIC_patiensCSF_AJ325.raw
20201123_QEF1_HILIC_patiensCSF_AJ326.raw
20201123_QEF1_HILIC_patiensCSF_AJ327.raw
20201123_QEF1_HILIC_patiensCSF_AJ328_pool1x_a.raw
20201123_QEF1_HILIC_patiensCSF_AJ328_pool1x_b.raw
20201123_QEF1_HILIC_patiensCSF_AJ328_pool1x_c.raw
20201123_QEF1_HILIC_patiensCSF_AJ330_pool01x_a.raw
20201123_QEF1_HILIC_patiensCSF_AJ_blank8.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST002055
Initiating REDU-table generation for AN003346
Rest length is 64
raw file key found.
Initiating REDU-table generation for AN003347
Rest length is 64
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_03_0_1_1_00_1007638771.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_04_0_1_1_00_1007638853.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_05_0_1_1_00_1007638936.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_06_0_1_1_00_1007639010.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_07_0_1_1_00_1007639096.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 75%|███████▌  | 2369/3150 [2:53:03<1:42:40,  7.89s/it]
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_08_0_1_1_00_1007639164.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_09_0_1_1_00_1007639247.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_10_0_1_1_00_1007639320.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_15_0_1_1_00_1007638785.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_16_0_1_1_00_1007638868.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_17_0_1_1_00_1007638941.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_18_0_1_1_00_1007639024.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_19_0_1_1_00_1007639107.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_20_0_1_1_00_1007639179.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_21_0_1_1_00_1007639251.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_22_0_1_1_00_1007639334.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_27_0_1_1_00_1007638790.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_28_0_1_1_00_1007638872.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_29_0_1_1_00_1007638955.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_30_0_1_1_00_1007639039.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_31_0_1_1_00_1007639111.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_32_0_1_1_00_1007639183.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_33_0_1_1_00_1007639266.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_34_0_1_1_00_1007639349.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_39_0_1_1_00_1007638801.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_40_0_1_1_00_1007638887.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_41_0_1_1_00_1007638960.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_42_0_1_1_00_1007639043.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_44_0_1_1_00_1007639198.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_45_0_1_1_00_1007639271.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_46_0_1_1_00_1007639353.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_51_0_1_1_00_1007638815.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_52_0_1_1_00_1007638891.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_53_0_1_1_00_1007638974.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_54_0_1_1_00_1007639058.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_55_0_1_1_00_1007639126.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_56_0_1_1_00_1007639209.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_57_0_1_1_00_1007639285.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_58_0_1_1_00_1007639368.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_63_0_1_1_00_1007638820.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_64_0_1_1_00_1007638902.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_65_0_1_1_00_1007638989.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_66_0_1_1_00_1007639062.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_67_0_1_1_00_1007639131.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_68_0_1_1_00_1007639213.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_69_0_1_1_00_1007639290.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_70_0_1_1_00_1007639372.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_74_0_1_1_00_1007638751.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_75_0_1_1_00_1007638834.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_76_0_1_1_00_1007638917.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_77_0_1_1_00_1007638993.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_78_0_1_1_00_1007639077.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_79_0_1_1_00_1007639145.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_80_0_1_1_00_1007639228.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_81_0_1_1_00_1007639301.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_82_0_1_1_00_1007639387.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_86_0_1_1_00_1007638766.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_87_0_1_1_00_1007638849.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_88_0_1_1_00_1007638921.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_89_0_1_1_00_1007639005.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_90_0_1_1_00_1007639081.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_91_0_1_1_00_1007639150.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_92_0_1_1_00_1007639232.wiff
Sandra p180 Data
KIT2-0-5504
2017-12-13
KIT2-LC_5504
KIT2-0-5504_1007639557_93_0_1_1_00_1007639315.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST000942
No raw data detected. Ignoring ST000942
Processing  ST002679
Initiating REDU-table generation for AN004351
Rest length is 91
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/91 [00:00<?, ?it/s]

Mapping potential matches:  43%|████▎     | 39/91 [00:00<00:00, 382.08it/s]

Mapping potential matches:  86%|████████▌ | 78/91 [00:00<00:00, 381.89it/s]
Mapping potential matches: 100%|██████████| 91/91 [00:00<00:00, 382.29it/s]

 75%|███████▌  | 2371/3150 [2:53:04<1:12:54,  5.62s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 75%|███████▌  | 2372/3150 [2:53:07<1:06:47,  5.15s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002984
Initiating REDU-table generation for AN004903
Rest length is 71
raw file key found.
Initiating REDU-table generation for AN004904
Rest length is 71
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ICMS-zip
10.raw
ICMS-zip
11.raw
ICMS-zip
12.raw
ICMS-zip
13.raw
ICMS-zip
14.raw
ICMS-zip
15.raw
ICMS-zip
16.raw
ICMS-zip
17.raw
ICMS-zip
18.raw
ICMS-zip
19.raw
ICMS-zip
20.raw
ICMS-zip
21.raw
ICMS-zip
22.raw
ICMS-zip
23.raw
ICMS-zip
24.raw
ICMS-zip
25.raw
ICMS-zip
26.raw
ICMS-zip
27.raw
ICMS-zip
28.raw
ICMS-zip
29.raw
ICMS-zip
30.raw
ICMS-zip
31.raw
ICMS-zip
32.raw
ICMS-zip
33.raw
ICMS-zip
34.raw
ICMS-zip
35.raw
ICMS-zip
36.raw
ICMS-zip
37.raw
ICMS-zip
38.raw
ICMS-zip
39.raw
ICMS-zip
40.raw
ICMS-zip
41.raw
ICMS-zip
42.raw
ICMS-zip
43.raw
ICMS-zip
44.raw
ICMS-zip
45.raw
ICMS-zip
46.raw
ICMS-zip
47.raw
ICMS-zip
48.raw
ICMS-zip
49.raw
ICMS-zip
50.raw
ICMS-zip
51.raw
ICMS-zip
52.raw
ICMS-zip
53.raw
ICMS-zip
54.raw
ICMS-zip
55.raw
ICMS-zip
56.raw
ICMS-zip
57.raw
ICMS-zip
58.raw
ICMS-zip
59.raw
ICMS-zip
60.raw
ICMS-zip
61.raw
ICMS-zip
62.raw
ICMS-zip
63.raw
ICMS-zip
64.raw
ICMS-zip
65.raw
ICMS-zip
66.raw
ICMS-zip
67.raw
ICMS-zip
68.raw
ICMS-zip
69.raw
ICMS-zip
70.raw
ICMS-zip
71.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 62 rows!
Extracted information for 62 samples.
Processing  ST002130
No raw data detected. Ignoring ST002130
Processing  ST001912
Initiating REDU-table generation for AN003109
Rest length is 95
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003110
Rest length is 95
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
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20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_30_E-SW-Pt-Inc_5__229.mzML
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20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_31_P-SW-Pt-Inc_1__316.mzML
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20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_32_P-SW-Pt-Inc_2__247.mzML
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20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_33_P-SW-Pt-Inc_3__262.mzML
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20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_34_P-SW-Pt-Inc_4__10.mzML
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20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_35_P-SW-Pt-Inc_5__292.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_36_E-SW-Ms-Inc_1__100.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_37_E-SW-Ms-Inc_2__289.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_38_E-SW-Ms-Inc_3__70.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_39_E-SW-Ms-Inc_4__163.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_3_none-none-ExCtrl-noInc_3__274.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_40_E-SW-Ms-Inc_5__112.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_41_P-SW-Ms-Inc_1__154.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_42_P-SW-Ms-Inc_2__244.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_43_P-SW-Ms-Inc_3__220.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_44_P-SW-Ms-Inc_4__43.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_45_P-SW-Ms-Inc_5__82.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_46_E-SW-DS-Inc_1__196.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_47_E-SW-DS-Inc_2__202.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_48_E-SW-DS-Inc_3__235.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_49_E-SW-DS-Inc_4__64.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_4_none-none-ExCtrl-noInc_4__223.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_50_E-SW-DS-Inc_5__217.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_51_P-SW-DS-Inc_1__232.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_52_P-SW-DS-Inc_2__133.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_53_P-SW-DS-Inc_3__115.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_54_P-SW-DS-Inc_4__256.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_55_P-SW-DS-Inc_5__91.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_55_P-SW-TxCtrl-Inc_5__157.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_56_E-FW-TxCtrl-noInc_1__265.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_57_E-FW-TxCtrl-noInc_2__34.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_58_E-FW-TxCtrl-noInc_3__259.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_59_E-FW-TxCtrl-noInc_4__130.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_5_none-none-ExCtrl-noInc_5__190.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_60_E-FW-TxCtrl-noInc_5__178.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_61_P-FW-TxCtrl-noInc_1__199.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_62_P-FW-TxCtrl-noInc_2__148.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_63_P-FW-TxCtrl-noInc_3__280.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_64_P-FW-TxCtrl-noInc_4__37.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_65_P-FW-TxCtrl-noInc_5__103.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_66_E-FW-TxCtrl-Inc_1__124.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_67_E-FW-TxCtrl-Inc_2__214.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_68_E-FW-TxCtrl-Inc_3__319.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_69_E-FW-TxCtrl-Inc_4__187.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_6_E-SW-TxCtrl-noInc_1__169.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_70_E-FW-TxCtrl-Inc_5__109.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_71_P-FW-TxCtrl-Inc_1__298.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_72_P-FW-TxCtrl-Inc_2__76.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_73_P-FW-TxCtrl-Inc_3__226.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_74_P-FW-TxCtrl-Inc_4__250.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_76_E-FW-Cr-Inc_1__58.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_77_E-FW-Cr-Inc_2__151.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_78_E-FW-Cr-Inc_3__49.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_79_E-FW-Cr-Inc_4__283.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_7_E-SW-TxCtrl-noInc_2__253.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_80_E-FW-Cr-Inc_5__19.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_81_P-FW-Cr-Inc_1__97.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_82_P-FW-Cr-Inc_2__175.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_83_P-FW-Cr-Inc_3__313.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_84_P-FW-Cr-Inc_4__46.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_85_P-FW-Cr-Inc_5__286.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_86_E-FW-DF-Inc_1__142.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_87_E-FW-DF-Inc_2__25.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_88_E-FW-DF-Inc_3__268.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_89_E-FW-DF-Inc_4__52.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_8_E-SW-TxCtrl-noInc_3__136.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_90_E-FW-DF-Inc_5__16.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_91_P-FW-DF-Inc_1__310.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_92_P-FW-DF-Inc_2__193.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_93_P-FW-DF-Inc_3__79.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_94_P-FW-DF-Inc_4__88.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_95_P-FW-DF-Inc_5__211.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_95_P-FW-TxCtrl-Inc_5__22.mzML
mzMLfiles
20191216_AG_VB_BioSFA_AlgaeCmpr_SetC18_QE144_EPC18_USDAY46920_POS_MSMS-v2_9_E-SW-TxCtrl-noInc_4__184.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 190
Returning 0 rows!
Extracted information for 0 samples./app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 75%|███████▌  | 2374/3150 [2:56:36<8:19:54, 38.65s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 75%|███████▌  | 2376/3150 [2:56:39<5:43:16, 26.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 75%|███████▌  | 2377/3150 [2:56:43<4:46:39, 22.25s/it]
 76%|███████▌  | 2380/3150 [2:56:43<2:38:09, 12.32s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▌  | 2381/3150 [2:56:45<2:16:07, 10.62s/it]
 76%|███████▌  | 2384/3150 [2:56:45<1:17:37,  6.08s/it]
Processing  ST000903
No raw data detected. Ignoring ST000903
Processing  ST002435
Initiating REDU-table generation for AN003967
Rest length is 28
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003968
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_1674.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_1675.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2007.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2008.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2009.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2010.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2012.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2014.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2015.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2016.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2017.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2018.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2019.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2020.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2021.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2024.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2025.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2027.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2768.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2769.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2772.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2773.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2800.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_2801.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_QC1.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_QC2.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_QC3.mzXML
Plasma_Raw data
Plasma_Reversed phase_NEGATIVE
C18_Neg_Plasma_QC4.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST002346
Initiating REDU-table generation for AN003830
Rest length is 116
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003831
Rest length is 116
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RawData
FContA-1-PC.mzML
RawData
FContA-1-PE.mzML
RawData
FContA-2-PC.mzML
RawData
FContA-2-PE.mzML
RawData
FContA-3-PC.mzML
RawData
FContA-3-PE.mzML
RawData
FContA-4-PC.mzML
RawData
FContA-4-PE.mzML
RawData
FContA-5-PC.mzML
RawData
FContA-5-PE.mzML
RawData
FContA-6-PC.mzML
RawData
FContA-6-PE.mzML
RawData
FContB-1-PC.mzML
RawData
FContB-1-PE.mzML
RawData
FContB-2-PC.mzML
RawData
FContB-2-PE.mzML
RawData
FContB-3-PC.mzML
RawData
FContB-3-PE.mzML
RawData
FContB-4-PC.mzML
RawData
FContB-4-PE.mzML
RawData
FContB-5-PC.mzML
RawData
FContB-5-PE.mzML
RawData
FContB-6-PC.mzML
RawData
FContB-6-PE.mzML
RawData
FContC-1-PC.mzML
RawData
FContC-1-PE.mzML
RawData
FContC-2-PC.mzML
RawData
FContC-2-PE.mzML
RawData
FContC-3-PC.mzML
RawData
FContC-3-PE.mzML
RawData
FContC-4-PC.mzML
RawData
FContC-4-PE.mzML
RawData
FContC-5-PC.mzML
RawData
FContC-5-PE.mzML
RawData
FContC-6-PC.mzML
RawData
FContC-6-PE.mzML
RawData
FContD-1-PC.mzML
RawData
FContD-1-PE.mzML
RawData
FContD-2-PC.mzML
RawData
FContD-2-PE.mzML
RawData
FContD-3-PC.mzML
RawData
FContD-3-PE.mzML
RawData
FContD-4-PC.mzML
RawData
FContD-4-PE.mzML
RawData
FContD-5-PC.mzML
RawData
FContD-5-PE.mzML
RawData
FContD-6-PC.mzML
RawData
FContD-6-PE.mzML
RawData
FDLP1-1-PC.mzML
RawData
FDLP1-1-PE.mzML
RawData
FDLP1-2-PC.mzML
RawData
FDLP1-2-PE.mzML
RawData
FDLP1-3-PC.mzML
RawData
FDLP1-3-PE.mzML
RawData
FDLP1-4-PC.mzML
RawData
FDLP1-4-PE.mzML
RawData
FDLP1-5-PC.mzML
RawData
FDLP1-5-PE.mzML
RawData
FDLP1-6-PC.mzML
RawData
FDLP1-6-PE.mzML
RawData
FNME3-1-PC.mzML
RawData
FNME3-1-PE.mzML
RawData
FNME3-2-PC.mzML
RawData
FNME3-2-PE.mzML
RawData
FNME3-3-PC.mzML
RawData
FNME3-3-PE.mzML
RawData
FNME3-4-PC.mzML
RawData
FNME3-4-PE.mzML
RawData
FNME3-5-PC.mzML
RawData
FNME3-5-PE.mzML
RawData
FNME3-6-PC.mzML
RawData
FNME3-6-PE.mzML
RawData
FP11b-1-PC.mzML
RawData
FP11b-1-PE.mzML
RawData
FP11b-2-PC.mzML
RawData
FP11b-2-PE.mzML
RawData
FP11b-3-PC.mzML
RawData
FP11b-3-PE.mzML
RawData
FP11b-4-PC.mzML
RawData
FP11b-4-PE.mzML
RawData
FP11b-5-PC.mzML
RawData
FP11b-5-PE.mzML
RawData
FP11b-6-PC.mzML
RawData
FP11b-6-PE.mzML
RawData
MContA-1-PC.mzML
RawData
MContA-1-PE.mzML
RawData
MContA-2-PC.mzML
RawData
MContA-2-PE.mzML
RawData
MContA-3-PC.mzML
RawData
MContA-3-PE.mzML
RawData
MContA-4-PC.mzML
RawData
MContA-4-PE.mzML
RawData
MContA-5-PC.mzML
RawData
MContA-5-PE.mzML
RawData
MDRP1-1-PC.mzML
RawData
MDRP1-1-PE.mzML
RawData
MDRP1-2-PC.mzML
RawData
MDRP1-2-PE.mzML
RawData
MDRP1-3-PC.mzML
RawData
MDRP1-3-PE.mzML
RawData
MDRP1-4-PC.mzML
RawData
MDRP1-4-PE.mzML
RawData
MDRP1-5-PC.mzML
RawData
MDRP1-5-PE.mzML
RawData
MP11b-1-PC.mzML
RawData
MP11b-1-PE.mzML
RawData
MP11b-2-PC.mzML
RawData
MP11b-2-PE.mzML
RawData
MP11b-3-PC.mzML
RawData
MP11b-3-PE.mzML
RawData
MP11b-4-PC.mzML
RawData
MP11b-4-PE.mzML
RawData
MP11b-5-PC.mzML
RawData
MP11b-5-PE.mzML
RawData
MP11b-6-PC.mzML
RawData
MP11b-6-PE.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST002741
No raw data detected. Ignoring ST002741
Processing  ST000868
No raw data detected. Ignoring ST000868
Processing  ST000183
No raw data detected. Ignoring ST000183
Processing  ST003038
Initiating REDU-table generation for AN004984
Rest length is 20
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004985
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
211210_SVC_Pozzi__Lipidomics_NEG_S01.mzXML
211210_SVC_Pozzi__Lipidomics_NEG_S02.mzXML
211210_SVC_Pozzi__Lipidomics_NEG_S03.mzXML
211210_SVC_Pozzi__Lipidomics_NEG_S04.mzXML
211210_SVC_Pozzi__Lipidomics_NEG_S05.mzXML
211210_SVC_Pozzi__Lipidomics_NEG_S06.mzXML
211210_SVC_Pozzi__Lipidomics_NEG_S07.mzXML
211210_SVC_Pozzi__Lipidomics_NEG_S08.mzXML
211210_SVC_Pozzi__Lipidomics_NEG_S09.mzXML
211210_SVC_Pozzi__Lipidomics_NEG_S10.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S01.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S02.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S03.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S04.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S05.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S06.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S07.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S08.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S09.mzXML
211210_SVC_Pozzi__Lipidomics_POS_S10.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST001125
No raw data detected. Ignoring ST001125
Processing  ST002260
No raw data detected. Ignoring ST002260
Processing  ST000391
No raw data detected. Ignoring ST000391
Processing  ST001623
No raw data detected. Ignoring ST001623
Processing  ST001875
Initiating REDU-table generation for AN003037
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▌  | 2386/3150 [2:56:47<58:38,  4.61s/it]  
 76%|███████▌  | 2387/3150 [2:56:48<49:16,  3.88s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▌  | 2388/3150 [2:56:50<44:30,  3.51s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▌  | 2389/3150 [2:57:04<1:15:10,  5.93s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▌  | 2390/3150 [2:57:08<1:09:40,  5.50s/it]
 76%|███████▌  | 2394/3150 [2:57:09<29:33,  2.35s/it]  
ST001875x
Feces-15V.wiff
ST001875x
Feces-30V.wiff
ST001875x
Feces-45V.wiff
ST001875x
Liver-15V.wiff
ST001875x
Liver-30V.wiff
ST001875x
Liver-45V.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST001385
No raw data detected. Ignoring ST001385
Processing  ST002580
Initiating REDU-table generation for AN004251
Rest length is 79
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MoTrPAC_pass1b_plasma_pos_V1-20200828.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST002174
Initiating REDU-table generation for AN003562
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
raw files
S16179.mzXML
raw files
S16180.mzXML
raw files
S16181.mzXML
raw files
S16182.mzXML
raw files
S16183.mzXML
raw files
S16184.mzXML
raw files
S16185.mzXML
raw files
S16186.mzXML
raw files
S16187.mzXML
raw files
S16188.mzXML
raw files
S16189.mzXML
raw files
S16190.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST003024
Initiating REDU-table generation for AN004958
Rest length is 134
raw file key found.
Initiating REDU-table generation for AN004959
Rest length is 134
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData1
BR_Cefto3g_000_1.raw
MyData1
BR_Cefto3g_000_2.raw
MyData1
BR_Cefto3g_000_3.raw
MyData1
BR_Cefto3g_047_1.raw
MyData1
BR_Cefto3g_047_2.raw
MyData1
BR_Cefto3g_047_3.raw
MyData1
BR_Cefto3g_215_1.raw
MyData1
BR_Cefto3g_215_2.raw
MyData1
BR_Cefto6g_000_1.raw
MyData1
BR_Cefto6g_000_2.raw
MyData1
BR_Cefto6g_000_3.raw
MyData1
BR_Cefto6g_047_1.raw
MyData1
BR_Cefto6g_047_2.raw
MyData1
BR_Cefto6g_047_3.raw
MyData1
BR_Cefto6g_215_1.raw
MyData1
BR_Cefto6g_215_2.raw
MyData1
BR_Control_000_1.raw
MyData1
BR_Control_000_2.raw
MyData1
BR_Control_000_3.raw
MyData1
BR_Control_047_1.raw
MyData1
BR_Control_047_2.raw
MyData1
BR_Control_047_3.raw
MyData1
BR_Control_215_1.raw
MyData1
BR_Control_215_2.raw
MyData1
Blank_1.raw
MyData1
Blank_10.raw
MyData1
Blank_11.raw
MyData1
Blank_12.raw
MyData1
Blank_2.raw
MyData1
Blank_3.raw
MyData1
Blank_4.raw
MyData1
Blank_5.raw
MyData1
Blank_6.raw
MyData1
Blank_7.raw
MyData1
Blank_8.raw
MyData1
Blank_9.raw
MyData1
M_Cefto3g_000_1.raw
MyData1
M_Cefto3g_000_2.raw
MyData1
M_Cefto3g_000_3.raw
MyData1
M_Cefto3g_007_1.raw
MyData1
M_Cefto3g_007_2.raw
MyData1
M_Cefto3g_007_3.raw
MyData1
M_Cefto3g_023_1.raw
MyData1
M_Cefto3g_023_2.raw
MyData1
M_Cefto3g_023_3.raw
MyData1
M_Cefto3g_047_1.raw
MyData1
M_Cefto3g_047_2.raw
MyData1
M_Cefto3g_047_3.raw
MyData1
M_Cefto3g_071_1.raw
MyData1
M_Cefto3g_071_2.raw
MyData1
M_Cefto3g_071_3.raw
MyData1
M_Cefto3g_095_1.raw
MyData1
M_Cefto3g_095_2.raw
MyData1
M_Cefto3g_095_3.raw
MyData1
M_Cefto3g_143_1.raw
MyData1
M_Cefto3g_143_2.raw
MyData1
M_Cefto3g_143_3.raw
MyData1
M_Cefto3g_167_1.raw
MyData1
M_Cefto3g_167_2.raw
MyData1
M_Cefto3g_167_3.raw
MyData1
M_Cefto3g_191_2.raw
MyData1
M_Cefto3g_191_3.raw
MyData1
M_Cefto3g_215_1.raw
MyData1
M_Cefto3g_215_2.raw
MyData1
M_Cefto3g_215_3.raw
MyData1
M_Cefto6g_007_1.raw
MyData1
M_Cefto6g_007_2.raw
MyData1
M_Cefto6g_007_3.raw
MyData1
M_Cefto6g_023_1.raw
MyData1
M_Cefto6g_023_2.raw
MyData1
M_Cefto6g_023_3.raw
MyData1
M_Cefto6g_047_1.raw
MyData1
M_Cefto6g_047_2.raw
MyData1
M_Cefto6g_047_3.raw
MyData1
M_Cefto6g_071_1.raw
MyData1
M_Cefto6g_071_2.raw
MyData1
M_Cefto6g_071_3.raw
MyData1
M_Cefto6g_095_1.raw
MyData1
M_Cefto6g_095_2.raw
MyData1
M_Cefto6g_095_3.raw
MyData1
M_Cefto6g_143_1.raw
MyData1
M_Cefto6g_143_2.raw
MyData1
M_Cefto6g_143_3.raw
MyData1
M_Cefto6g_167_1.raw
MyData1
M_Cefto6g_167_2.raw
MyData1
M_Cefto6g_167_3.raw
MyData1
M_Cefto6g_191_2.raw
MyData1
M_Cefto6g_191_3.raw
MyData1
M_Cefto6g_215_1.raw
MyData1
M_Cefto6g_215_2.raw
MyData1
M_Cefto6g_215_3.raw
MyData1
M_ControlWS_000_1.raw
MyData1
M_ControlWS_000_2.raw
MyData1
M_ControlWS_000_3.raw
MyData1
M_Control_000_1.raw
MyData1
M_Control_000_2.raw
MyData1
M_Control_000_3.raw
MyData1
M_Control_007_1.raw
MyData1
M_Control_007_2.raw
MyData1
M_Control_007_3.raw
MyData1
M_Control_023_1.raw
MyData1
M_Control_023_2.raw
MyData1
M_Control_023_3.raw
MyData1
M_Control_047_1.raw
MyData1
M_Control_047_2.raw
MyData1
M_Control_047_3.raw
MyData1
M_Control_071_1.raw
MyData1
M_Control_071_2.raw
MyData1
M_Control_071_3.raw
MyData1
M_Control_095_1.raw
MyData1
M_Control_095_2.raw
MyData1
M_Control_095_3.raw
MyData1
M_Control_143_1.raw
MyData1
M_Control_143_2.raw
MyData1
M_Control_143_3.raw
MyData1
M_Control_167_1.raw
MyData1
M_Control_167_2.raw
MyData1
M_Control_167_3.raw
MyData1
M_Control_191_3.raw
MyData1
M_Control_215_1.raw
MyData1
M_Control_215_2.raw
MyData1
M_Control_215_3.raw
MyData1
QC_1.raw
MyData1
QC_10.raw
MyData1
QC_11.raw
MyData1
QC_12.raw
MyData1
QC_2.raw
MyData1
QC_3.raw
MyData1
QC_4.raw
MyData1
QC_5.raw
MyData1
QC_6.raw
MyData1
QC_7.raw
MyData1
QC_8.raw
MyData1
QC_9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 134 rows!
Extracted information for 134 samples.
Processing  ST000502
No raw data detected. Ignoring ST000502
Processing  ST000885
No raw data detected. Ignoring ST000885
Processing  ST000097
No raw data detected. Ignoring ST000097
Processing  ST000728
No raw data detected. Ignoring ST000728
Processing  ST000509
Initiating REDU-table generation for AN000780
Rest length is 56
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  18%|█▊        | 10/56 [00:00<00:00, 99.97it/s]

Mapping potential matches:  38%|███▊      | 21/56 [00:00<00:00, 100.91it/s]

Mapping potential matches:  57%|█████▋    | 32/56 [00:00<00:00, 101.29it/s]

Mapping potential matches:  77%|███████▋  | 43/56 [00:00<00:00, 100.68it/s]

Mapping potential matches:  96%|█████████▋| 54/56 [00:00<00:00, 101.49it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 101.09it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000781
Rest length is 56
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  20%|█▉        | 11/56 [00:00<00:00, 101.42it/s]

Mapping potential matches:  39%|███▉      | 22/56 [00:00<00:00, 101.42it/s]

Mapping potential matches:  59%|█████▉    | 33/56 [00:00<00:00, 102.12it/s]

Mapping potential matches:  79%|███████▊  | 44/56 [00:00<00:00, 101.99it/s]

Mapping potential matches:  98%|█████████▊| 55/56 [00:00<00:00, 101.75it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 101.77it/s]

 76%|███████▌  | 2396/3150 [2:57:10<24:26,  1.94s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▌  | 2397/3150 [2:57:19<38:49,  3.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▌  | 2399/3150 [2:57:21<30:23,  2.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▌  | 2400/3150 [2:57:25<33:13,  2.66s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003155
No raw data detected. Ignoring ST003155
Processing  ST000118
Initiating REDU-table generation for AN000199
Rest length is 29
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000118
GCTOF netcdf
140721bjlsa03_1.cdf
ST000118
GCTOF netcdf
140721bjlsa05_1.cdf
ST000118
GCTOF netcdf
140721bjlsa06_1.cdf
ST000118
GCTOF netcdf
140721bjlsa08_1.cdf
ST000118
GCTOF netcdf
140721bjlsa09_1.cdf
ST000118
GCTOF netcdf
140721bjlsa12_1.cdf
ST000118
GCTOF netcdf
140721bjlsa15_1.cdf
ST000118
GCTOF netcdf
140721bjlsa17_1.cdf
ST000118
GCTOF netcdf
140721bjlsa19_1.cdf
ST000118
GCTOF netcdf
140721bjlsa21_1.cdf
ST000118
GCTOF netcdf
140721bjlsa22_1.cdf
ST000118
GCTOF netcdf
140721bjlsa23_1.cdf
ST000118
GCTOF netcdf
140721bjlsa24_1.cdf
ST000118
GCTOF netcdf
140721bjlsa25_1.cdf
ST000118
GCTOF netcdf
140721bjlsa33_1.cdf
ST000118
GCTOF netcdf
140721bjlsa34_1.cdf
ST000118
GCTOF netcdf
140721bjlsa36_1.cdf
ST000118
GCTOF netcdf
140721bjlsa38_1.cdf
ST000118
GCTOF netcdf
140721bjlsa42_1.cdf
ST000118
GCTOF netcdf
140721bjlsa44_1.cdf
ST000118
GCTOF netcdf
140721bjlsa45_1.cdf
ST000118
GCTOF netcdf
140721bjlsa46_1.cdf
ST000118
GCTOF netcdf
140721bjlsa47_1.cdf
ST000118
GCTOF netcdf
140721bjlsa50_1.cdf
ST000118
GCTOF netcdf
140722bjlsa02_1.cdf
ST000118
GCTOF netcdf
140722bjlsa04_1.cdf
ST000118
GCTOF netcdf
140722bjlsa06_1.cdf
ST000118
GCTOF netcdf
140722bjlsa07_1.cdf
ST000118
GCTOF netcdf
140722bjlsa10_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 29 rows!
Extracted information for 29 samples.
Processing  ST000830
No raw data detected. Ignoring ST000830
Processing  ST002125
Initiating REDU-table generation for AN003478
Rest length is 42
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Study2
bms-ct-1.cdf
Study2
bms-ct-2.cdf
Study2
bms-ct-3.cdf
Study2
bms-fu-1.cdf
Study2
bms-fu-2.cdf
Study2
bms-fu-3.cdf
Study2
hsc-ct-0h-1.cdf
Study2
hsc-ct-0h-2.cdf
Study2
hsc-ct-0h-3.cdf
Study2
hsc-ct-1.cdf
Study2
hsc-ct-12h-1.cdf
Study2
hsc-ct-12h-2.cdf
Study2
hsc-ct-12h-3.cdf
Study2
hsc-ct-2.cdf
Study2
hsc-ct-3.cdf
Study2
hsc-ct-6h-1.cdf
Study2
hsc-ct-6h-2.cdf
Study2
hsc-ct-6h-3.cdf
Study2
hsc-cultured-0h-1.cdf
Study2
hsc-cultured-0h-2.cdf
Study2
hsc-cultured-0h-3.cdf
Study2
hsc-cultured-1.cdf
Study2
hsc-cultured-12h-1.cdf
Study2
hsc-cultured-12h-2.cdf
Study2
hsc-cultured-12h-3.cdf
Study2
hsc-cultured-2.cdf
Study2
hsc-cultured-3.cdf
Study2
hsc-cultured-6h-1.cdf
Study2
hsc-cultured-6h-2.cdf
Study2
hsc-cultured-6h-3.cdf
Study2
hsc-fu-0h-1.cdf
Study2
hsc-fu-0h-2.cdf
Study2
hsc-fu-0h-3.cdf
Study2
hsc-fu-1.cdf
Study2
hsc-fu-12h-1.cdf
Study2
hsc-fu-12h-2.cdf
Study2
hsc-fu-12h-3.cdf
Study2
hsc-fu-2.cdf
Study2
hsc-fu-3.cdf
Study2
hsc-fu-6h-1.cdf
Study2
hsc-fu-6h-2.cdf
Study2
hsc-fu-6h-3.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 42 rows!
Extracted information for 42 samples.
Processing  ST003160
Initiating REDU-table generation for AN005184
Rest length is 20
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005185
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ATV_1.raw
ATV_2.raw
ATV_3.raw
ATV_4.raw
C25_0HR_1.raw
C25_0HR_2.raw
C25_0HR_3.raw
C25_0HR_4.raw
C25_1.raw
C25_2.raw
C25_3.raw
C25_4.raw
DMSO_1.raw
DMSO_2.raw
DMSO_3.raw
DMSO_4.raw
PS027_1.raw
PS027_2.raw
PS027_3.raw
PS027_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002621
No raw data detected. Ignoring ST002621
Processing  ST002332
Initiating REDU-table generation for AN003806
Rest length is 1316
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003807
Rest length is 1316
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
VT_181009_M338_025.mzXML
VT_181009_M338_026.mzXML
VT_181009_M338_027.mzXML
VT_181009_M338_028.mzXML
VT_181009_M338_029.mzXML
VT_181009_M338_030.mzXML
VT_181009_M338_037.mzXML
VT_181009_M338_038.mzXML
VT_181009_M338_039.mzXML
VT_181009_M338_040.mzXML
VT_181009_M338_041.mzXML
VT_181009_M338_042.mzXML
VT_181009_M338_055.mzXML
VT_181009_M338_056.mzXML
VT_181009_M338_057.mzXML
VT_181009_M338_058.mzXML
VT_181009_M338_059.mzXML
VT_181009_M338_060.mzXML
VT_181009_M338_073.mzXML
VT_181009_M338_074.mzXML
VT_181009_M338_075.mzXML
VT_181009_M338_076.mzXML
VT_181009_M338_077.mzXML
VT_181009_M338_078.mzXML
VT_181009_M338_079.mzXML
VT_181009_M338_080.mzXML
VT_181009_M338_081.mzXML
VT_181009_M338_082.mzXML
VT_181009_M338_083.mzXML
VT_181009_M338_084.mzXML
VT_181009_M338_103.mzXML
VT_181009_M338_104.mzXML
VT_181009_M338_105.mzXML
VT_181009_M338_106.mzXML
VT_181009_M338_107.mzXML
VT_181009_M338_108.mzXML
VT_181009_M338_109.mzXML
VT_181009_M338_110.mzXML
VT_181009_M338_111.mzXML
VT_181009_M338_112.mzXML
VT_181009_M338_113.mzXML
VT_181009_M338_114.mzXML
VT_181009_M338_115.mzXML
VT_181009_M338_116.mzXML
VT_181009_M338_117.mzXML
VT_181009_M338_118.mzXML
VT_181009_M338_119.mzXML
VT_181009_M338_120.mzXML
VT_181009_M338_121.mzXML
VT_181009_M338_122.mzXML
VT_181009_M338_123.mzXML
VT_181009_M338_124.mzXML
VT_181009_M338_125.mzXML
VT_181009_M338_126.mzXML
VT_181009_M338_163.mzXML
VT_181009_M338_164.mzXML
VT_181009_M338_165.mzXML
VT_181009_M338_166.mzXML
VT_181009_M338_167.mzXML
VT_181009_M338_168.mzXML
VT_181009_M338_175.mzXML
VT_181009_M338_176.mzXML
VT_181009_M338_177.mzXML
VT_181009_M338_178.mzXML
VT_181009_M338_179.mzXML
VT_181009_M338_180.mzXML
VT_181009_M338_199.mzXML
VT_181009_M338_200.mzXML
VT_181009_M338_201.mzXML
VT_181009_M338_202.mzXML
VT_181009_M338_203.mzXML
VT_181009_M338_204.mzXML
VT_181009_M338_211.mzXML
VT_181009_M338_212.mzXML
VT_181009_M338_213.mzXML
VT_181009_M338_214.mzXML
VT_181009_M338_215.mzXML
VT_181009_M338_216.mzXML
VT_181009_M338_223.mzXML
VT_181009_M338_224.mzXML
VT_181009_M338_225.mzXML
VT_181009_M338_226.mzXML
VT_181009_M338_227.mzXML
VT_181009_M338_228.mzXML
VT_181009_M338_229.mzXML
VT_181009_M338_230.mzXML
VT_181009_M338_231.mzXML
VT_181009_M338_232.mzXML
VT_181009_M338_233.mzXML
VT_181009_M338_234.mzXML
VT_181009_M338_241.mzXML
VT_181009_M338_242.mzXML
VT_181009_M338_243.mzXML
VT_181009_M338_244.mzXML
VT_181009_M338_245.mzXML
VT_181009_M338_246.mzXML
VT_181011_M338_013.mzXML
VT_181011_M338_014.mzXML
VT_181011_M338_015.mzXML
VT_181011_M338_016.mzXML
VT_181011_M338_017.mzXML
VT_181011_M338_018.mzXML
VT_181011_M338_031.mzXML
VT_181011_M338_032.mzXML
VT_181011_M338_033.mzXML
VT_181011_M338_034.mzXML
VT_181011_M338_035.mzXML
VT_181011_M338_036.mzXML
VT_181011_M338_055.mzXML
VT_181011_M338_056.mzXML
VT_181011_M338_057.mzXML
VT_181011_M338_058.mzXML
VT_181011_M338_059.mzXML
VT_181011_M338_060.mzXML
VT_181011_M338_061.mzXML
VT_181011_M338_062.mzXML
VT_181011_M338_063.mzXML
VT_181011_M338_064.mzXML
VT_181011_M338_065.mzXML
VT_181011_M338_066.mzXML
VT_181011_M338_151.mzXML
VT_181011_M338_152.mzXML
VT_181011_M338_153.mzXML
VT_181011_M338_154.mzXML
VT_181011_M338_155.mzXML
VT_181011_M338_156.mzXML
VT_181011_M338_163.mzXML
VT_181011_M338_164.mzXML
VT_181011_M338_165.mzXML
VT_181011_M338_166.mzXML
VT_181011_M338_167.mzXML
VT_181011_M338_168.mzXML
VT_181011_M338_169.mzXML
VT_181011_M338_170.mzXML
VT_181011_M338_171.mzXML
VT_181011_M338_172.mzXML
VT_181011_M338_173.mzXML
VT_181011_M338_174.mzXML
VT_181011_M338_199.mzXML
VT_181011_M338_200.mzXML
VT_181011_M338_201.mzXML
VT_181011_M338_202.mzXML
VT_181011_M338_203.mzXML
VT_181011_M338_204.mzXML
VT_181011_M338_217.mzXML
VT_181011_M338_218.mzXML
VT_181011_M338_219.mzXML
VT_181011_M338_220.mzXML
VT_181011_M338_221.mzXML
VT_181011_M338_222.mzXML
VT_181011_M338_229.mzXML
VT_181011_M338_230.mzXML
VT_181011_M338_231.mzXML
VT_181011_M338_232.mzXML
VT_181011_M338_233.mzXML
VT_181011_M338_234.mzXML
VT_181011_M338_241.mzXML
VT_181011_M338_242.mzXML
VT_181011_M338_243.mzXML
VT_181011_M338_244.mzXML
VT_181011_M338_245.mzXML
VT_181011_M338_246.mzXML
VT_181012_M338_031.mzXML
VT_181012_M338_032.mzXML
VT_181012_M338_033.mzXML
VT_181012_M338_034.mzXML
VT_181012_M338_035.mzXML
VT_181012_M338_036.mzXML
VT_181012_M338_073.mzXML
VT_181012_M338_074.mzXML
VT_181012_M338_075.mzXML
VT_181012_M338_076.mzXML
VT_181012_M338_077.mzXML
VT_181012_M338_078.mzXML
VT_181012_M338_091.mzXML
VT_181012_M338_092.mzXML
VT_181012_M338_093.mzXML
VT_181012_M338_094.mzXML
VT_181012_M338_095.mzXML
VT_181012_M338_096.mzXML
VT_181012_M338_139.mzXML
VT_181012_M338_140.mzXML
VT_181012_M338_141.mzXML
VT_181012_M338_142.mzXML
VT_181012_M338_143.mzXML
VT_181012_M338_144.mzXML
VT_181012_M338_145.mzXML
VT_181012_M338_146.mzXML
VT_181012_M338_147.mzXML
VT_181012_M338_148.mzXML
VT_181012_M338_149.mzXML
VT_181012_M338_150.mzXML
VT_181012_M338_169.mzXML
VT_181012_M338_170.mzXML
VT_181012_M338_171.mzXML
VT_181012_M338_172.mzXML
VT_181012_M338_173.mzXML
VT_181012_M338_174.mzXML
VT_181012_M338_175.mzXML
VT_181012_M338_176.mzXML
VT_181012_M338_177.mzXML
VT_181012_M338_178.mzXML
VT_181012_M338_179.mzXML
VT_181012_M338_180.mzXML
VT_181012_M338_181.mzXML
VT_181012_M338_182.mzXML
VT_181012_M338_183.mzXML
VT_181012_M338_184.mzXML
VT_181012_M338_185.mzXML
VT_181012_M338_186.mzXML
VT_181012_M338_211.mzXML
VT_181012_M338_212.mzXML
VT_181012_M338_213.mzXML
VT_181012_M338_214.mzXML
VT_181012_M338_215.mzXML
VT_181012_M338_216.mzXML
VT_181012_M338_223.mzXML
VT_181012_M338_224.mzXML
VT_181012_M338_225.mzXML
VT_181012_M338_226.mzXML
VT_181012_M338_227.mzXML
VT_181012_M338_228.mzXML
VT_181012_M338_241.mzXML
VT_181012_M338_242.mzXML
VT_181012_M338_243.mzXML
VT_181012_M338_244.mzXML
VT_181012_M338_245.mzXML
VT_181012_M338_246.mzXML
VT_181012_M338_247.mzXML
VT_181012_M338_248.mzXML
VT_181012_M338_249.mzXML
VT_181012_M338_250.mzXML
VT_181012_M338_251.mzXML
VT_181012_M338_252.mzXML
VT_181013_M338_031.mzXML
VT_181013_M338_032.mzXML
VT_181013_M338_033.mzXML
VT_181013_M338_034.mzXML
VT_181013_M338_035.mzXML
VT_181013_M338_036.mzXML
VT_181013_M338_055.mzXML
VT_181013_M338_056.mzXML
VT_181013_M338_057.mzXML
VT_181013_M338_058.mzXML
VT_181013_M338_059.mzXML
VT_181013_M338_060.mzXML
VT_181013_M338_085.mzXML
VT_181013_M338_086.mzXML
VT_181013_M338_087.mzXML
VT_181013_M338_088.mzXML
VT_181013_M338_089.mzXML
VT_181013_M338_090.mzXML
VT_181013_M338_097.mzXML
VT_181013_M338_098.mzXML
VT_181013_M338_099.mzXML
VT_181013_M338_100.mzXML
VT_181013_M338_101.mzXML
VT_181013_M338_102.mzXML
VT_181013_M338_151.mzXML
VT_181013_M338_152.mzXML
VT_181013_M338_153.mzXML
VT_181013_M338_154.mzXML
VT_181013_M338_155.mzXML
VT_181013_M338_156.mzXML
VT_181013_M338_211.mzXML
VT_181013_M338_212.mzXML
VT_181013_M338_213.mzXML
VT_181013_M338_214.mzXML
VT_181013_M338_215.mzXML
VT_181013_M338_216.mzXML
VT_181013_M338_217.mzXML
VT_181013_M338_218.mzXML
VT_181013_M338_219.mzXML
VT_181013_M338_220.mzXML
VT_181013_M338_221.mzXML
VT_181013_M338_222.mzXML
VT_181016_M338_043.mzXML
VT_181016_M338_044.mzXML
VT_181016_M338_045.mzXML
VT_181016_M338_046.mzXML
VT_181016_M338_047.mzXML
VT_181016_M338_048.mzXML
VT_181016_M338_049.mzXML
VT_181016_M338_050.mzXML
VT_181016_M338_051.mzXML
VT_181016_M338_052.mzXML
VT_181016_M338_053.mzXML
VT_181016_M338_054.mzXML
VT_181016_M338_073.mzXML
VT_181016_M338_074.mzXML
VT_181016_M338_075.mzXML
VT_181016_M338_076.mzXML
VT_181016_M338_077.mzXML
VT_181016_M338_078.mzXML
VT_181016_M338_085.mzXML
VT_181016_M338_086.mzXML
VT_181016_M338_087.mzXML
VT_181016_M338_088.mzXML
VT_181016_M338_089.mzXML
VT_181016_M338_090.mzXML
VT_181016_M338_121.mzXML
VT_181016_M338_122.mzXML
VT_181016_M338_123.mzXML
VT_181016_M338_124.mzXML
VT_181016_M338_125.mzXML
VT_181016_M338_126.mzXML
VT_181016_M338_145.mzXML
VT_181016_M338_146.mzXML
VT_181016_M338_147.mzXML
VT_181016_M338_148.mzXML
VT_181016_M338_149.mzXML
VT_181016_M338_150.mzXML
VT_181016_M338_157.mzXML
VT_181016_M338_158.mzXML
VT_181016_M338_159.mzXML
VT_181016_M338_160.mzXML
VT_181016_M338_161.mzXML
VT_181016_M338_162.mzXML
VT_181016_M338_169.mzXML
VT_181016_M338_170.mzXML
VT_181016_M338_171.mzXML
VT_181016_M338_172.mzXML
VT_181016_M338_173.mzXML
VT_181016_M338_174.mzXML
VT_181016_M338_181.mzXML
VT_181016_M338_182.mzXML
VT_181016_M338_183.mzXML
VT_181016_M338_184.mzXML
VT_181016_M338_185.mzXML
VT_181016_M338_186.mzXML
VT_181016_M338_217.mzXML
VT_181016_M338_218.mzXML
VT_181016_M338_219.mzXML
VT_181016_M338_220.mzXML
VT_181016_M338_221.mzXML
VT_181016_M338_222.mzXML
VT_181016_M338_229.mzXML
VT_181016_M338_230.mzXML
VT_181016_M338_231.mzXML
VT_181016_M338_232.mzXML
VT_181016_M338_233.mzXML
VT_181016_M338_234.mzXML
VT_181021_M338_019.mzXML
VT_181021_M338_020.mzXML
VT_181021_M338_021.mzXML
VT_181021_M338_022.mzXML
VT_181021_M338_023.mzXML
VT_181021_M338_024.mzXML
VT_181021_M338_031.mzXML
VT_181021_M338_032.mzXML
VT_181021_M338_033.mzXML
VT_181021_M338_034.mzXML
VT_181021_M338_035.mzXML
VT_181021_M338_036.mzXML
VT_181021_M338_037.mzXML
VT_181021_M338_038.mzXML
VT_181021_M338_039.mzXML
VT_181021_M338_040.mzXML
VT_181021_M338_041.mzXML
VT_181021_M338_042.mzXML
VT_181021_M338_061.mzXML
VT_181021_M338_062.mzXML
VT_181021_M338_063.mzXML
VT_181021_M338_064.mzXML
VT_181021_M338_065.mzXML
VT_181021_M338_066.mzXML
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VT_181212_M338_118.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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VT_181214_M338_240.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3948 rows!
Extracted information for 3948 samples.
Processing  ST002681
Initiating REDU-table generation for AN004353
Rest length is 130
raw file key found.
Initiating REDU-table generation for AN004354
Rest length is 130
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CTL-T2D runs
5min neg
Control_AKLA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_AMDI_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_BABI_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_BACO_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_BADA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_CECA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_COMA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_DIEM_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_DIMA31_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_DOMA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_EMYA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_FAAH_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_FAKA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_FAND_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_HABA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_HOLE_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_IBGA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_KHGU_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_MAMB_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_MBKH_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_MEPA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_MOKE_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_NDFA25_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_NDGU23_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_NGEU_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_NZFE_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_PAMA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_RAFA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_SAAD_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_SAAL_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_SACA23_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_SADI_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_SALL_neg.mzxml.mzXML
CTL-T2D runs
5min neg
Control_SESO_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_BASA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_CAFA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_CODI_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_DAFA60_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_DIDA_neg.mzxml.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▋  | 2403/3150 [2:57:59<1:20:16,  6.45s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▋  | 2407/3150 [2:58:02<41:30,  3.35s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 76%|███████▋  | 2409/3150 [2:58:04<33:28,  2.71s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2411/3150 [2:58:06<27:48,  2.26s/it]
CTL-T2D runs
5min neg
T2D_DIFA37_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_DIFA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_DIKH_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_DSMA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_FAAS_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_FAOU_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_GUOU_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_GUSA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_KAAD_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_LEWA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_MADI52_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_MBPA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_MOMB_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_NDFA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_NDMO_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_NDND_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_NDOU_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_NDPA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_NIIB_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_SADI_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_SAKH_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_SAMO11_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_SASE_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_SODA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_SOFA_neg.mzxml.mzXML
CTL-T2D runs
5min neg
T2D_THAN_neg.mzxml.mzXML
CTL-T2D runs
5min pos
Control_AKLA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_AMDI_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_BABI_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_BACO_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_BADA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_CECA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_COMA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_DIEM_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_DIMA31_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_DOMA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_EMYA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_FAAH_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_FAKA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_FAND_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_HABA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_HOLE_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_IBGA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_KHGU_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_MAMB_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_MBKH_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_MEPA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_MOKE_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_NDFA25_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_NDGU23_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_NGEU_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_NZFE_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_PAMA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_RAFA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_SAAD_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_SAAL_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_SACA23_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_SADI_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_SALL_pos.mzxml.mzXML
CTL-T2D runs
5min pos
Control_SESO_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_BASA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_CAFA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_CODI_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_DAFA60_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_DIDA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_DIFA37_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_DIFA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_DIKH_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_DSMA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_FAAS_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_FAOU_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_GUOU_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_GUSA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_KAAD_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_LEWA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_MADI52_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_MBPA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_MOMB_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_NDFA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_NDMO_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_NDND_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_NDOU_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_NDPA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_NIIB_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_SADI_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_SAKH_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_SAMO11_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_SASE_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_SODA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_SOFA_pos.mzxml.mzXML
CTL-T2D runs
5min pos
T2D_THAN_pos.mzxml.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 130 rows!
Extracted information for 130 samples.
Processing  ST001250
No raw data detected. Ignoring ST001250
Processing  ST002253
No raw data detected. Ignoring ST002253
Processing  ST000296
No raw data detected. Ignoring ST000296
Processing  ST003548
Initiating REDU-table generation for AN005831
Rest length is 18
raw file key found.
Initiating REDU-table generation for AN005832
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ATQ_LOX_plasma_hemolysis_sp5.raw
ATQ_LOX_plasma_sp1.raw
ATQ_LOX_plasma_sp2.raw
ATQ_LOX_plasma_sp3.raw
ATQ_LOX_plasma_sp4.raw
ATQ_LOX_plasma_sp6.raw
Brain_LOX_sp1.raw
Brain_LOX_sp2.raw
Brain_LOX_sp3.raw
Brain_LOX_sp4.raw
Brain_LOX_sp5.raw
Brain_LOX_sp6.raw
Liver_LOX_sp1.raw
Liver_LOX_sp2.raw
Liver_LOX_sp3.raw
Liver_LOX_sp4.raw
Liver_LOX_sp5.raw
Liver_LOX_sp6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST002142
No raw data detected. Ignoring ST002142
Processing  ST003098
Initiating REDU-table generation for AN005069
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Wangyaru-P220801102.mzML
Wangyaru-P220801103.mzML
Wangyaru-P220801104.mzML
Wangyaru-P220801105.mzML
Wangyaru-P220801106.mzML
Wangyaru-P220801107.mzML
Wangyaru-P220801108.mzML
Wangyaru-P220801109.mzML
Wangyaru-P220801110.mzML
Wangyaru-P220801111.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000682
No raw data detected. Ignoring ST000682
Processing  ST003288
Initiating REDU-table generation for AN005385
Rest length is 49
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AMX_MS_data
Cec_11.raw
AMX_MS_data
Cec_14.raw
AMX_MS_data
Cec_15.raw
AMX_MS_data
Cec_16.raw
AMX_MS_data
Cec_17.raw
AMX_MS_data
Cec_18.raw
AMX_MS_data
Cec_19.raw
AMX_MS_data
Cec_20.raw
AMX_MS_data
Cec_21.raw
AMX_MS_data
Cec_22.raw
AMX_MS_data
Cec_23.raw
AMX_MS_data
Cec_24.raw
AMX_MS_data
Cec_25.raw
AMX_MS_data
Cec_26.raw
AMX_MS_data
Cec_27.raw
AMX_MS_data
Cec_28.raw
AMX_MS_data
Cec_29.raw
AMX_MS_data
Cec_30.raw
AMX_MS_data
Cec_31.raw
AMX_MS_data
Cec_32.raw
AMX_MS_data
Cec_33.raw
AMX_MS_data
Cec_34.raw
AMX_MS_data
Cec_35.raw
AMX_MS_data
SI_108.raw
AMX_MS_data
SI_109.raw
AMX_MS_data
SI_110.raw
AMX_MS_data
SI_111.raw
AMX_MS_data
SI_112.raw
AMX_MS_data
SI_13.raw
AMX_MS_data
SI_14.raw
AMX_MS_data
SI_15.raw
AMX_MS_data
SI_16.raw
AMX_MS_data
SI_17.raw
AMX_MS_data
SI_18.raw
AMX_MS_data
SI_19.raw
AMX_MS_data
SI_20.raw
AMX_MS_data
SI_21.raw
AMX_MS_data
SI_22.raw
AMX_MS_data
SI_23.raw
AMX_MS_data
SI_24.raw
AMX_MS_data
SI_25.raw
AMX_MS_data
SI_26.raw
AMX_MS_data
SI_27.raw
AMX_MS_data
SI_28.raw
AMX_MS_data
SI_29.raw
AMX_MS_data
SI_30.raw
AMX_MS_data
SI_31.raw
AMX_MS_data
SI_32.raw
AMX_MS_data
SI_33.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 49 rows!
Extracted information for 49 samples.
Processing  ST000649
No raw data detected. Ignoring ST000649
Processing  ST001074
No raw data detected. Ignoring ST001074
Processing  ST000634
No raw data detected. Ignoring ST000634
Processing  ST001658
Initiating REDU-table generation for AN002706/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2415/3150 [2:58:10<20:41,  1.69s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2416/3150 [2:58:12<21:09,  1.73s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2417/3150 [2:58:15<23:16,  1.91s/it]
 77%|███████▋  | 2420/3150 [2:58:15<13:49,  1.14s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2421/3150 [2:58:30<41:50,  3.44s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2422/3150 [2:58:32<38:26,  3.17s/it]
Rest length is 3
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002707
Rest length is 3
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002708
Rest length is 3
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002709
Rest length is 3
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
f4negR1.mzXML
f4negR2.mzXML
f4negR3.mzXML
f4posR1.mzXML
f4posR2.mzXML
f4posR3.mzXML
f5negR1.mzXML
f5negR2.mzXML
f5negR3.mzXML
f5posR1.mzXML
f5posR2.mzXML
f5posR3.mzXML
f6negR1.mzXML
f6negR2.mzXML
f6negR3.mzXML
f6posR1.mzXML
f6posR2.mzXML
f6posR3.mzXML
nf4negR1.mzXML
nf4negR2.mzXML
nf4negR3.mzXML
nf4posR1.mzXML
nf4posR2.mzXML
nf4posR3.mzXML
nf5negR1.mzXML
nf5negR2.mzXML
nf5negR3.mzXML
nf5posR1.mzXML
nf5posR2.mzXML
nf5posR3.mzXML
nf6negR1.mzXML
nf6negR2.mzXML
nf6negR3.mzXML
nf6posR1.mzXML
nf6posR2.mzXML
nf6posR3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST003023
Initiating REDU-table generation for AN004957
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset2_D6Volcano_Porphyrin
Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM278.raw
Dataset2_D6Volcano_Porphyrin
Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM279.raw
Dataset2_D6Volcano_Porphyrin
Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM280.raw
Dataset2_D6Volcano_Porphyrin
Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM281.raw
Dataset2_D6Volcano_Porphyrin
Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM282.raw
Dataset2_D6Volcano_Porphyrin
Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM283.raw
Dataset2_D6Volcano_Porphyrin
Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM284.raw
Dataset2_D6Volcano_Porphyrin
Copy of 20210201_QEF2_C18_HemeAdamC6KOs_AM285.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST002345
Initiating REDU-table generation for AN003829
Rest length is 37
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal1_A.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal1_B.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal2_A.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal2_B.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal3_A.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal3_B.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal4_A.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal4_B.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal5_A.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Cal5_B.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_226.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_227.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_229.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_230.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_231.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_237.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_238.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_239.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_247.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_248.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Naive_249.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_232.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_233.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_234.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_235.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_236.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_240.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_241.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_242.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_243.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_244.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_245.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_Stress_246.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_blank1.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_blank2.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_blank3.raw
Stress_V_Naive_Raw Files_ZIP
x06242021x_PRM_blank4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 37 rows!
Extracted information for 37 samples.
Processing  ST003014
No raw data detected. Ignoring ST003014
Processing  ST001904
No raw data detected. Ignoring ST001904
Processing  ST000169
No raw data detected. Ignoring ST000169
Processing  ST002307
Initiating REDU-table generation for AN003769
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS1_f4
MSR_F4_1-1_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
MSR_F4_1-2_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
MSR_F4_2-1_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
MSR_F4_2-2_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
MSR_F4_3-1_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
MSR_F4_3-2_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
SAM_F4_1-1_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
SAM_F4_1-2_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
SAM_F4_2-1_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
SAM_F4_2-2_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
SAM_F4_3-1_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
MS1_f4
SAM_F4_3-2_50XConc_CORTECS-T3_21min_1to90B _Flowrate300_MS1_20200221.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002248
Initiating REDU-table generation for AN003674
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Control 01_1_7_1_935.d
nP 04_2_22_1_966.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST001359
Initiating REDU-table generation for AN002263
Rest length is 6
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 3284.93it/s]

 77%|███████▋  | 2423/3150 [2:58:32<31:21,  2.59s/it]
 77%|███████▋  | 2424/3150 [2:58:33<24:19,  2.01s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001433
This is not an MS-analysis. Ignoring AN002395
Processing  ST000956
Initiating REDU-table generation for AN001568
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  48%|████▊     | 19/40 [00:00<00:00, 185.03it/s]

Mapping potential matches:  95%|█████████▌| 38/40 [00:00<00:00, 186.12it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 185.88it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001569
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]

Mapping potential matches:  45%|████▌     | 18/40 [00:00<00:00, 178.79it/s]

Mapping potential matches:  90%|█████████ | 36/40 [00:00<00:00, 176.80it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 177.26it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2425/3150 [2:58:36<28:15,  2.34s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Xu
raw
NEG
QE2_jdg_134_Xu_10[HT29-10]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_11[HT29-TX08-1]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_12[HT29-TX08-2]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_13[HT29-TX08-3]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_14[HT29-TX08-4]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_15[HT29-TX08-5]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_16[HT29-TX08-6]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_17[HT29-TX08-7]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_18[HT29-TX08-8]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_19[HT29-TX08-9]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_1[HT29-1]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_20[HT29-TX08-10]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_21[HT29-TX05-S-1]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_22[HT29-TX05-S-2]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_23[HT29-TX05-S-3]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_24[HT29-TX05-S-4]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_25[HT29-TX05-S-5]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_26[HT29-TX05-S-6]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_27[HT29-TX05-S-7]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_28[HT29-TX05-S-8]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_29[HT29-TX05-S-9]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_2[HT29-2]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_30[HT29-TX05-S-10]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_31[HT29-TX05-E-1]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_32[HT29-TX05-E-2]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_33[HT29-TX05-E-3]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_34[HT29-TX05-E-4]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_35[HT29-TX05-E-5]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_36[HT29-TX05-E-6]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_37[HT29-TX05-E-7]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_38[HT29-TX05-E-8]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_39[HT29-TX05-E-9]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_3[HT29-3]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_40[HT29-TX05-E-10]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_4[HT29-4]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_5[HT29-5]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_6[HT29-6]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_7[HT29-7]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_8[HT29-8]n.raw
Xu
raw
NEG
QE2_jdg_134_Xu_9[HT29-9]n.raw
Xu
raw
POS
QE2_jdg_134_Xu_10[HT29-10]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_11[HT29-TX08-1]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_12[HT29-TX08-2]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_13[HT29-TX08-3]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_14[HT29-TX08-4]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_15[HT29-TX08-5]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_16[HT29-TX08-6]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_17[HT29-TX08-7]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_18[HT29-TX08-8]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_19[HT29-TX08-9]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_1[HT29-1]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_20[HT29-TX08-10]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_21[HT29-TX05-S-1]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_22[HT29-TX05-S-2]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_23[HT29-TX05-S-3]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_24[HT29-TX05-S-4]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_25[HT29-TX05-S-5]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_26[HT29-TX05-S-6]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_27[HT29-TX05-S-7]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_28[HT29-TX05-S-8]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_29[HT29-TX05-S-9]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_2[HT29-2]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_30[HT29-TX05-S-10]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_31[HT29-TX05-E-1]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_32[HT29-TX05-E-2]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_33[HT29-TX05-E-3]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_34[HT29-TX05-E-4]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_35[HT29-TX05-E-5]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_36[HT29-TX05-E-6]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_37[HT29-TX05-E-7]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_38[HT29-TX05-E-8]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_39[HT29-TX05-E-9]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_3[HT29-3]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_40[HT29-TX05-E-10]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_4[HT29-4]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_5[HT29-5]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_6[HT29-6]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_7[HT29-7]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_8[HT29-8]p.raw
Xu
raw
POS
QE2_jdg_134_Xu_9[HT29-9]p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 80 rows!
Extracted information for 80 samples.
Processing  ST001984
No raw data detected. Ignoring ST001984
Processing  ST000434
No raw data detected. Ignoring ST000434
Processing  ST001849
Initiating REDU-table generation for AN002993
Rest length is 700
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002994
Rest length is 700
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002995
Rest length is 700
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002996
Rest length is 700
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
renamed_mzMLs
B1_WU350-004_d7_lipid_neg.mzML
renamed_mzMLs
B1_WU350-004_d7_lipid_pos.mzML
renamed_mzMLs
B1_WU350-004_d7_polar_neg.mzML
renamed_mzMLs
B1_WU350-004_d7_polar_pos.mzML
renamed_mzMLs
B1_WU350-005_d14_lipid_neg.mzML
renamed_mzMLs
B1_WU350-005_d14_lipid_pos.mzML
renamed_mzMLs
B1_WU350-005_d14_polar_neg.mzML
renamed_mzMLs
B1_WU350-005_d14_polar_pos.mzML
renamed_mzMLs
B1_WU350-005_d7_lipid_neg.mzML
renamed_mzMLs
B1_WU350-005_d7_lipid_pos.mzML
renamed_mzMLs
B1_WU350-005_d7_polar_neg.mzML
renamed_mzMLs
B1_WU350-005_d7_polar_pos.mzML
renamed_mzMLs
B1_WU350-006_d14_lipid_neg.mzML
renamed_mzMLs
B1_WU350-006_d14_lipid_pos.mzML
renamed_mzMLs
B1_WU350-006_d14_polar_neg.mzML
renamed_mzMLs
B1_WU350-006_d14_polar_pos.mzML
renamed_mzMLs
B1_WU350-006_d3_lipid_neg.mzML
renamed_mzMLs
B1_WU350-006_d3_lipid_pos.mzML
renamed_mzMLs
B1_WU350-006_d3_polar_neg.mzML
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B9_WU350-385_d0_lipid_neg.mzML
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B9_WU350-385_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-385_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-385_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-386_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-386_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-386_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-386_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-386_d3_lipid_neg.mzML
renamed_mzMLs
B9_WU350-386_d3_lipid_pos.mzML
renamed_mzMLs
B9_WU350-386_d3_polar_neg.mzML
renamed_mzMLs
B9_WU350-386_d3_polar_pos.mzML
renamed_mzMLs
B9_WU350-387_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-387_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-387_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-387_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-388_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-388_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-388_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-388_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-389_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-389_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-389_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-389_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-389_d3_lipid_neg.mzML
renamed_mzMLs
B9_WU350-389_d3_lipid_pos.mzML
renamed_mzMLs
B9_WU350-389_d3_polar_neg.mzML
renamed_mzMLs
B9_WU350-389_d3_polar_pos.mzML
renamed_mzMLs
B9_WU350-390_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-390_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-390_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-390_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-390_d3_lipid_neg.mzML
renamed_mzMLs
B9_WU350-390_d3_lipid_pos.mzML
renamed_mzMLs
B9_WU350-390_d3_polar_neg.mzML
renamed_mzMLs
B9_WU350-390_d3_polar_pos.mzML
renamed_mzMLs
B9_WU350-391_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-391_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-391_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-391_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-391_d3_lipid_neg.mzML
renamed_mzMLs
B9_WU350-391_d3_lipid_pos.mzML
renamed_mzMLs
B9_WU350-391_d3_polar_neg.mzML
renamed_mzMLs
B9_WU350-391_d3_polar_pos.mzML
renamed_mzMLs
B9_WU350-391_d7_lipid_neg.mzML
renamed_mzMLs
B9_WU350-391_d7_lipid_pos.mzML
renamed_mzMLs
B9_WU350-391_d7_polar_neg.mzML
renamed_mzMLs
B9_WU350-391_d7_polar_pos.mzML
renamed_mzMLs
B9_WU350-392_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-392_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-392_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-392_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-393_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-393_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-393_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-393_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-393_d3_lipid_neg.mzML
renamed_mzMLs
B9_WU350-393_d3_lipid_pos.mzML
renamed_mzMLs
B9_WU350-393_d3_polar_neg.mzML
renamed_mzMLs
B9_WU350-393_d3_polar_pos.mzML
renamed_mzMLs
B9_WU350-393_d7_lipid_neg.mzML
renamed_mzMLs
B9_WU350-393_d7_lipid_pos.mzML
renamed_mzMLs
B9_WU350-393_d7_polar_neg.mzML
renamed_mzMLs
B9_WU350-393_d7_polar_pos.mzML
renamed_mzMLs
B9_WU350-394_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-394_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-394_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-394_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-394_d3_lipid_neg.mzML
renamed_mzMLs
B9_WU350-394_d3_lipid_pos.mzML
renamed_mzMLs
B9_WU350-394_d3_polar_neg.mzML
renamed_mzMLs
B9_WU350-394_d3_polar_pos.mzML
renamed_mzMLs
B9_WU350-394_d7_lipid_neg.mzML
renamed_mzMLs
B9_WU350-394_d7_lipid_pos.mzML
renamed_mzMLs
B9_WU350-394_d7_polar_neg.mzML
renamed_mzMLs
B9_WU350-394_d7_polar_pos.mzML
renamed_mzMLs
B9_WU350-395_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-395_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-395_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-395_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-397_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-397_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-397_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-397_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-397_d3_lipid_neg.mzML
renamed_mzMLs
B9_WU350-397_d3_lipid_pos.mzML
renamed_mzMLs
B9_WU350-397_d3_polar_neg.mzML
renamed_mzMLs
B9_WU350-397_d3_polar_pos.mzML
renamed_mzMLs
B9_WU350-397_d7_lipid_neg.mzML
renamed_mzMLs
B9_WU350-397_d7_lipid_pos.mzML
renamed_mzMLs
B9_WU350-397_d7_polar_neg.mzML
renamed_mzMLs
B9_WU350-397_d7_polar_pos.mzML
renamed_mzMLs
B9_WU350-398_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-398_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-398_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-398_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-398_d3_lipid_neg.mzML
renamed_mzMLs
B9_WU350-398_d3_lipid_pos.mzML
renamed_mzMLs
B9_WU350-398_d3_polar_neg.mzML
renamed_mzMLs
B9_WU350-398_d3_polar_pos.mzML
renamed_mzMLs
B9_WU350-398_d7_lipid_neg.mzML
renamed_mzMLs
B9_WU350-398_d7_lipid_pos.mzML
renamed_mzMLs
B9_WU350-398_d7_polar_neg.mzML
renamed_mzMLs
B9_WU350-398_d7_polar_pos.mzML
renamed_mzMLs
B9_WU350-400_d0_lipid_neg.mzML
renamed_mzMLs
B9_WU350-400_d0_lipid_pos.mzML
renamed_mzMLs
B9_WU350-400_d0_polar_neg.mzML
renamed_mzMLs
B9_WU350-400_d0_polar_pos.mzML
renamed_mzMLs
B9_WU350-400_d3_lipid_neg.mzML
renamed_mzMLs
B9_WU350-400_d3_lipid_pos.mzML
renamed_mzMLs
B9_WU350-400_d3_polar_neg.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2428/3150 [2:59:08<1:20:39,  6.70s/it]
renamed_mzMLs
B9_WU350-400_d3_polar_pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2800 rows!
Extracted information for 2800 samples.
Processing  ST000569
No raw data detected. Ignoring ST000569
Processing  ST001500
Initiating REDU-table generation for AN002484
Rest length is 35
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]

Mapping potential matches:  43%|████▎     | 15/35 [00:00<00:00, 149.76it/s]

Mapping potential matches:  89%|████████▊ | 31/35 [00:00<00:00, 151.34it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 151.06it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002485
Rest length is 35
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]

Mapping potential matches:  46%|████▌     | 16/35 [00:00<00:00, 151.12it/s]

Mapping potential matches:  91%|█████████▏| 32/35 [00:00<00:00, 151.66it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 151.51it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2430/3150 [2:59:12<1:01:54,  5.16s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AutoMSMS-Neg-modified
Ctrl-W-12_10406.d
AutoMSMS-POS-3-modified
Ctrl-W-10_10297.d
AutoMSMS-POS-3-modified
Ctrl-W-11_10267.d
AutoMSMS-POS-3-modified
Ctrl-W-12_10257.d
AutoMSMS-POS-3-modified
Ctrl-W-13_10315.d
AutoMSMS-POS-3-modified
Ctrl-W-1_10291.d
AutoMSMS-POS-3-modified
Ctrl-W-2_10329.d
AutoMSMS-POS-3-modified
Ctrl-W-3_10247.d
AutoMSMS-POS-3-modified
Ctrl-W-4_10358.d
AutoMSMS-POS-3-modified
Ctrl-W-5_10285.d
AutoMSMS-POS-3-modified
Ctrl-W-7_10305.d
AutoMSMS-POS-3-modified
Ctrl-W-8_10277.d
AutoMSMS-POS-3-modified
Dex-W-10_10261.d
AutoMSMS-POS-3-modified
Dex-W-11_10311.d
AutoMSMS-POS-3-modified
Dex-W-12_10319.d
AutoMSMS-POS-3-modified
Dex-W-13_10301.d
AutoMSMS-POS-3-modified
Dex-W-1_10309.d
AutoMSMS-POS-3-modified
Dex-W-2_10293.d
AutoMSMS-POS-3-modified
Dex-W-3_10347.d
AutoMSMS-POS-3-modified
Dex-W-4_10343.d
AutoMSMS-POS-3-modified
Dex-W-5_10255.d
AutoMSMS-POS-3-modified
Dex-W-6_10249.d
AutoMSMS-POS-3-modified
Dex-W-7_10337.d
AutoMSMS-POS-3-modified
Dex-W-8_10323.d
AutoMSMS-POS-3-modified
Dex-W-9_10327.d
AutoMSMS-POS-3-modified
LPS-W-10_10275.d
AutoMSMS-POS-3-modified
LPS-W-11_10283.d
AutoMSMS-POS-3-modified
LPS-W-12_10253.d
AutoMSMS-POS-3-modified
LPS-W-13_10313.d
AutoMSMS-POS-3-modified
LPS-W-1_10271.d
AutoMSMS-POS-3-modified
LPS-W-2_10269.d
AutoMSMS-POS-3-modified
LPS-W-3_10295.d
AutoMSMS-POS-3-modified
LPS-W-4_10345.d
AutoMSMS-POS-3-modified
LPS-W-5_10349.d
AutoMSMS-POS-3-modified
LPS-W-5_10352.d
AutoMSMS-POS-3-modified
LPS-W-6_10289.d
AutoMSMS-POS-3-modified
LPS-W-7_10303.d
AutoMSMS-POS-3-modified
LPS-W-8_10307.d
AutoMSMS-POS-3-modified
LPS-W-9_10333.d
AutoMSMS-POS-3-modified
STV-W-10_10360.d
AutoMSMS-POS-3-modified
STV-W-11_10251.d
AutoMSMS-POS-3-modified
STV-W-12_10273.d
AutoMSMS-POS-3-modified
STV-W-13_10279.d
AutoMSMS-POS-3-modified
STV-W-1_10259.d
AutoMSMS-POS-3-modified
STV-W-2_10356.d
AutoMSMS-POS-3-modified
STV-W-3_10331.d
AutoMSMS-POS-3-modified
STV-W-4_10339.d
AutoMSMS-POS-3-modified
STV-W-5_10321.d
AutoMSMS-POS-3-modified
STV-W-6_10325.d
AutoMSMS-POS-3-modified
STV-W-7_10287.d
AutoMSMS-POS-3-modified
STV-W-9_10265.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 51 rows!
Extracted information for 51 samples.
Processing  ST000288
Initiating REDU-table generation for AN000458
Rest length is 24
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]

Mapping potential matches:  62%|██████▎   | 15/24 [00:00<00:00, 145.96it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 146.51it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000459
Rest length is 24
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/24 [00:00<?, ?it/s]

Mapping potential matches:  62%|██████▎   | 15/24 [00:00<00:00, 146.24it/s]
Mapping potential matches: 100%|██████████| 24/24 [00:00<00:00, 147.35it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2431/3150 [2:59:15<56:49,  4.74s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2433/3150 [2:59:19<44:20,  3.71s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000288
Data
Raw data
NEG
QE2_VYR_3_10[Lamba_THP1_1]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_11[Lamba_MV-411_3]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_12[Lamba_MV-411_2]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_13[Lamba_MV-411_1]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_14[Lamba_HL60_2]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_15[Lamba_HL60_1]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_16[Lamba_AML193_3]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_17[Lamba_KG1_2]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_18[Lamba_KG1_3]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_19[Lamba_MOLM16_3]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_1[Lamba_AML193_2]2n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_1[Lamba_AML193_2]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_20[Lamba_MOLM16_2]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_21[Lamba_ME1_3]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_22[Lamba_ME1_2]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_23[Lamba_MOLM16_1]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_24[Lamba_ME1_1]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_2[Lamba_AML193_1]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_3[Lamba_KG1_1]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_4[Lamba_HL60_3]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_5[Lamba_THP1_2]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_6[Lamba_Kasumi1_2]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_7[Lamba_Kasumi1_1]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_8[Lamba_Kasumi1_3]n.raw
ST000288
Data
Raw data
NEG
QE2_VYR_3_9[Lamba_THP1_3]n.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_10[Lamba_THP1_1]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_11[Lamba_MV-411_3]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_12[Lamba_MV-411_2]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_13[Lamba_MV-411_1]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_14[Lamba_HL60_2]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_15[Lamba_HL60_1]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_16[Lamba_AML193_3]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_17[Lamba_KG1_2]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_18[Lamba_KG1_3]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_19[Lamba_MOLM16_3]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_1[Lamba_AML193_2]2p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_1[Lamba_AML193_2]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_20[Lamba_MOLM16_2]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_21[Lamba_ME1_3]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_22[Lamba_ME1_2]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_23[Lamba_MOLM16_1]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_24[Lamba_ME1_1]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_2[Lamba_AML193_1]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_3[Lamba_KG1_1]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_4[Lamba_HL60_3]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_5[Lamba_THP1_2]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_6[Lamba_Kasumi1_2]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_7[Lamba_Kasumi1_1]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_8[Lamba_Kasumi1_3]p.raw
ST000288
Data
Raw data
POS
QE2_VYR_3_9[Lamba_THP1_3]p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST001309
No raw data detected. Ignoring ST001309
Processing  ST002952
Initiating REDU-table generation for AN004848
Rest length is 78
raw file key found.
Initiating REDU-table generation for AN004849
Rest length is 78
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
mx613460_Liu_raw data
211227aZTsa01_1.cdf
mx613460_Liu_raw data
211227aZTsa02_1.cdf
mx613460_Liu_raw data
211227aZTsa03_1.cdf
mx613460_Liu_raw data
211227aZTsa04_1.cdf
mx613460_Liu_raw data
211227aZTsa05_1.cdf
mx613460_Liu_raw data
211227aZTsa06_1.cdf
mx613460_Liu_raw data
211227aZTsa07_1.cdf
mx613460_Liu_raw data
211227aZTsa08_1.cdf
mx613460_Liu_raw data
211227aZTsa09_1.cdf
mx613460_Liu_raw data
211227aZTsa10_1.cdf
mx613460_Liu_raw data
211227aZTsa11_1.cdf
mx613460_Liu_raw data
211227aZTsa12_1.cdf
mx613460_Liu_raw data
211227aZTsa13_1.cdf
mx613460_Liu_raw data
211227aZTsa14_1.cdf
mx613460_Liu_raw data
211227aZTsa15_1.cdf
mx613460_Liu_raw data
211227aZTsa16_1.cdf
mx613460_Liu_raw data
211227aZTsa17_1.cdf
mx613460_Liu_raw data
211227aZTsa18_1.cdf
mx613460_Liu_raw data
211227aZTsa19_1.cdf
mx613460_Liu_raw data
211227aZTsa20_1.cdf
mx613460_Liu_raw data
211227aZTsa21_1.cdf
mx613460_Liu_raw data
211227aZTsa22_1.cdf
mx613460_Liu_raw data
211227aZTsa23_1.cdf
mx613460_Liu_raw data
211227aZTsa24_1.cdf
mx613460_Liu_raw data
211227aZTsa25_1.cdf
mx613460_Liu_raw data
211227aZTsa26_1.cdf
mx613460_Liu_raw data
211227aZTsa27_1.cdf
mx613460_Liu_raw data
211227aZTsa28_1.cdf
mx613460_Liu_raw data
211227aZTsa29_1.cdf
mx613460_Liu_raw data
211227aZTsa30_1.cdf
mx613460_Liu_raw data
211227aZTsa31_1.cdf
mx613460_Liu_raw data
211227aZTsa32_1.cdf
mx613460_Liu_raw data
211227aZTsa33_1.cdf
mx613460_Liu_raw data
211227aZTsa34_1.cdf
mx613460_Liu_raw data
211227aZTsa35_1.cdf
mx613460_Liu_raw data
211227aZTsa36_1.cdf
mx613460_Liu_raw data
211227aZTsa37_1.cdf
mx613460_Liu_raw data
211227aZTsa38_1.cdf
mx613460_Liu_raw data
211227aZTsa39_1.cdf
mx613460_Liu_raw data
211227aZTsa40_1.cdf
mx613460_Liu_raw data
211227aZTsa41_1.cdf
mx613460_Liu_raw data
211227aZTsa42_1.cdf
mx613460_Liu_raw data
211227aZTsa43_1.cdf
mx613460_Liu_raw data
211227aZTsa44_1.cdf
mx613460_Liu_raw data
211227aZTsa45_1.cdf
mx613460_Liu_raw data
211227aZTsa46_1.cdf
mx613460_Liu_raw data
211227aZTsa47_1.cdf
mx613460_Liu_raw data
211227aZTsa48_1.cdf
mx613460_Liu_raw data
211227aZTsa49_1.cdf
mx613460_Liu_raw data
211227aZTsa50_1.cdf
mx613460_Liu_raw data
211228aZTsa01_1.cdf
mx613460_Liu_raw data
211228aZTsa02_1.cdf
mx613460_Liu_raw data
211228aZTsa03_1.cdf
mx613460_Liu_raw data
211228aZTsa04_1.cdf
mx613460_Liu_raw data
211228aZTsa05_1.cdf
mx613460_Liu_raw data
211228aZTsa06_1.cdf
mx613460_Liu_raw data
211228aZTsa07_1.cdf
mx613460_Liu_raw data
211228aZTsa08_1.cdf
mx613460_Liu_raw data
211228aZTsa09_1.cdf
mx613460_Liu_raw data
211228aZTsa10_1.cdf
mx613460_Liu_raw data
211228aZTsa11_1.cdf
mx613460_Liu_raw data
211228aZTsa12_1.cdf
mx613460_Liu_raw data
211228aZTsa13_1.cdf
mx613460_Liu_raw data
211228aZTsa14_1.cdf
mx613460_Liu_raw data
211228aZTsa15_1.cdf
mx613460_Liu_raw data
211228aZTsa16_1.cdf
mx613460_Liu_raw data
211228aZTsa17_1.cdf
mx613460_Liu_raw data
211228aZTsa18_1.cdf
mx613460_Liu_raw data
211228aZTsa19_1.cdf
mx613460_Liu_raw data
211228aZTsa20_1.cdf
mx613460_Liu_raw data
211228aZTsa21_1.cdf
mx613460_Liu_raw data
211228aZTsa22_1.cdf
mx613460_Liu_raw data
211228aZTsa23_1.cdf
mx613460_Liu_raw data
211228aZTsa24_1.cdf
mx613460_Liu_raw data
211228aZTsa25_1.cdf
mx613460_Liu_raw data
211228aZTsa26_1.cdf
mx613460_Liu_raw data
211228aZTsa27_1.cdf
mx613460_Liu_raw data
211228aZTsa28_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 78 rows!
Extracted information for 78 samples.
Processing  ST000373
No raw data detected. Ignoring ST000373
Processing  ST001665
No raw data detected. Ignoring ST001665
Processing  ST002053
Initiating REDU-table generation for AN003343
Rest length is 46
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
NaFAc_treat
NP_Blank_1.raw
NaFAc_treat
NP_Blank_2.raw
NaFAc_treat
NP_Blank_3.raw
NaFAc_treat
NP_invitrocysts_NaFAc_1.raw
NaFAc_treat
NP_invitrocysts_NaFAc_2.raw
NaFAc_treat
NP_invitrocysts_NaFAc_3.raw
NaFAc_treat
NP_invitrocysts_NaFAc_4.raw
NaFAc_treat
NP_invitrocysts_mock_1.raw
NaFAc_treat
NP_invitrocysts_mock_2.raw
NaFAc_treat
NP_invitrocysts_mock_3.raw
NaFAc_treat
NP_invitrocysts_mock_4.raw
NaFAc_treat
PP_Blank_1.raw
NaFAc_treat
PP_Blank_2.raw
NaFAc_treat
PP_Blank_3.raw
NaFAc_treat
PP_invitrocysts_NaFAc_1.raw
NaFAc_treat
PP_invitrocysts_NaFAc_2.raw
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2436/3150 [2:59:21<29:26,  2.47s/it]NaFAc_treat
PP_invitrocysts_NaFAc_3.raw
NaFAc_treat
PP_invitrocysts_NaFAc_4.raw
NaFAc_treat
PP_invitrocysts_mock_1.raw
NaFAc_treat
PP_invitrocysts_mock_2.raw
NaFAc_treat
PP_invitrocysts_mock_3.raw
NaFAc_treat
PP_invitrocysts_mock_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST002443
Initiating REDU-table generation for AN003980
Rest length is 297
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_1.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_10.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_11.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_12.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_13.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_14.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_15.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_16.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_17.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_18.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_19.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_2.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_20.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_21.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_22.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_23.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_24.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_3.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_4.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_5.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_6.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_7.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_8.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_HHEAR_9.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_NIST_1.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_NIST_2.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_NIST_3.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_NIST_4.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_NIST_5.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_NIST_6.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_NIST_7.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_NIST_8.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_NIST_9.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_1.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_10.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_11.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_12.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_13.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_14.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_15.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_16.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_17.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_18.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_19.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_2.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_20.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_21.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_22.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_23.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_24.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_3.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_4.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_5.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_6.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_7.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_8.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_SP_9.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_1.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_10.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_100.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_101.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_102.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_103.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_104.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_105.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_106.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_107.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_108.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_109.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_11.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_110.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_111.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_112.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_113.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_114.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_115.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_116.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_117.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_118.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_119.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_12.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_120.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_121.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_122.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_123.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_124.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_125.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_126.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_127.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_128.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_129.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_13.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_130.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_131.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_132.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_133.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_134.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_135.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_136.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_137.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_138.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_139.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_14.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_140.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_141.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_142.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_143.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_144.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_145.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_146.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_147.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_148.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_149.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_15.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_150.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_151.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_152.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_153.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_154.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_155.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_156.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_157.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_158.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_159.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_16.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_160.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_161.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_162.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_163.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_164.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_165.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_166.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_167.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_168.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_169.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_17.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_170.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_171.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_172.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_173.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_174.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_175.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_176.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_177.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_178.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_179.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_18.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_180.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_181.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_182.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_183.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_184.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_185.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_186.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_187.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_188.raw
Perng Zhu Paneth-LCMS-Untargeted/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2437/3150 [2:59:25<32:01,  2.70s/it]
PZPa_S_189.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_19.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_190.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_191.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_192.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_193.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_194.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_195.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_196.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_197.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_198.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_199.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_2.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_20.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_200.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_201.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_202.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_203.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_204.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_205.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_206.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_207.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_208.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_209.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_21.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_210.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_211.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_212.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_213.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_214.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_215.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_216.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_217.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_218.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_219.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_22.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_220.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_221.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_222.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_223.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_224.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_225.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_226.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_227.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_228.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_229.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_23.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_230.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_231.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_232.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_233.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_234.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_235.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_236.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_237.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_238.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_239.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_24.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_240.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_25.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_26.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_27.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_28.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_29.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_3.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_30.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_31.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_32.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_33.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_34.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_35.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_36.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_37.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_38.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_39.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_4.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_40.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_41.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_42.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_43.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_44.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_45.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_46.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_47.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_48.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_49.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_5.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_50.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_51.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_52.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_53.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_54.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_55.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_56.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_57.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_58.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_59.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_6.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_60.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_61.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_62.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_63.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_64.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_65.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_66.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_67.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_68.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_69.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_7.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_70.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_71.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_72.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_73.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_74.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_75.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_76.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_77.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_78.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_79.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_8.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_80.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_81.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_82.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_83.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_84.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_85.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_86.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_87.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_88.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_89.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_9.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_90.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_91.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_92.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_93.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_94.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_95.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_96.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_97.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_98.raw
Perng Zhu Paneth-LCMS-Untargeted
PZPa_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 297 rows!
Extracted information for 297 samples.
Processing  ST003015
No raw data detected. Ignoring ST003015
Processing  ST001406
Initiating REDU-table generation for AN002349
Rest length is 33
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_003.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_004.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_007.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_008.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_009.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_010.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_011.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_012.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_013.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_014.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_015.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_016.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_017.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_018.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_019.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_020.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_021.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_022.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_023.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180308_024.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_005.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_006.raw
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2439/3150 [2:59:27<25:56,  2.19s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 77%|███████▋  | 2441/3150 [2:59:32<26:10,  2.21s/it]
 78%|███████▊  | 2445/3150 [2:59:32<13:50,  1.18s/it]Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_007.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_008.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_009.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_010.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_011.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_012.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_013.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_014.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_015.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_016.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_017.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_018.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_019.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_020.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_021.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_022.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_023.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_024.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_025.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180309_026.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_005.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_006.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_007.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_008.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_009.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_010.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_011.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_012.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_013.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_014.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_015.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_016.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_017.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_018.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_019.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_020.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_021.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_022.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_023.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_024.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_025.raw
Walker_AT_Exposome_GC_LC-HRMS
DW_20180312_026.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST000958
No raw data detected. Ignoring ST000958
Processing  ST002016
Initiating REDU-table generation for AN003284
Rest length is 322
raw file key found.
Initiating REDU-table generation for AN003285
Rest length is 322
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Blank_01_NEG.raw
Blank_02_NEG.raw
x200708x_Pat_01_NEG.raw
x200708x_Pat_01_POS.raw
x200708x_Pat_02_POS.raw
x200708x_Pat_03_NEG.raw
x200708x_Pat_03_POS.raw
x200708x_Pat_04_NEG.raw
x200708x_Pat_04_POS.raw
x200708x_Pat_05_NEG.raw
x200708x_Pat_05_POS.raw
x200708x_Pat_06_POS.raw
x200708x_Pat_07_POS.raw
x200708x_Pat_08_POS.raw
x200708x_Pat_09_POS.raw
x200708x_Pat_100_POS.raw
x200708x_Pat_101_POS.raw
x200708x_Pat_102_POS.raw
x200708x_Pat_103_POS.raw
x200708x_Pat_104_NEG.raw
x200708x_Pat_104_POS.raw
x200708x_Pat_105_POS.raw
x200708x_Pat_106_POS.raw
x200708x_Pat_107_POS.raw
x200708x_Pat_108_POS.raw
x200708x_Pat_109_POS.raw
x200708x_Pat_10_POS.raw
x200708x_Pat_110_POS.raw
x200708x_Pat_111_POS.raw
x200708x_Pat_112_POS.raw
x200708x_Pat_113_POS.raw
x200708x_Pat_114_NEG.raw
x200708x_Pat_114_POS.raw
x200708x_Pat_115_POS.raw
x200708x_Pat_116_POS.raw
x200708x_Pat_117_POS.raw
x200708x_Pat_118_POS.raw
x200708x_Pat_119_POS.raw
x200708x_Pat_11_POS.raw
x200708x_Pat_120_POS.raw
x200708x_Pat_121_POS.raw
x200708x_Pat_122_POS.raw
x200708x_Pat_123_POS.raw
x200708x_Pat_124_POS.raw
x200708x_Pat_125_POS.raw
x200708x_Pat_126_POS.raw
x200708x_Pat_127_POS.raw
x200708x_Pat_128_POS.raw
x200708x_Pat_129_POS.raw
x200708x_Pat_12_POS.raw
x200708x_Pat_130_POS.raw
x200708x_Pat_131_POS.raw
x200708x_Pat_132_POS.raw
x200708x_Pat_133_POS.raw
x200708x_Pat_134_POS.raw
x200708x_Pat_135_POS.raw
x200708x_Pat_136_POS.raw
x200708x_Pat_137_POS.raw
x200708x_Pat_138_POS.raw
x200708x_Pat_139_POS.raw
x200708x_Pat_13_NEG.raw
x200708x_Pat_13_POS.raw
x200708x_Pat_140_POS.raw
x200708x_Pat_14_NEG.raw
x200708x_Pat_14_POS.raw
x200708x_Pat_15_NEG.raw
x200708x_Pat_15_POS.raw
x200708x_Pat_16_POS.raw
x200708x_Pat_17_POS.raw
x200708x_Pat_18_POS.raw
x200708x_Pat_19_POS.raw
x200708x_Pat_20_POS.raw
x200708x_Pat_21_POS.raw
x200708x_Pat_22_POS.raw
x200708x_Pat_23_POS.raw
x200708x_Pat_24_POS.raw
x200708x_Pat_25_POS.raw
x200708x_Pat_26_NEG.raw
x200708x_Pat_26_POS.raw
x200708x_Pat_27_POS.raw
x200708x_Pat_28_POS.raw
x200708x_Pat_29_POS.raw
x200708x_Pat_30_NEG.raw
x200708x_Pat_30_POS.raw
x200708x_Pat_31_POS.raw
x200708x_Pat_32_POS.raw
x200708x_Pat_33_POS.raw
x200708x_Pat_34_POS.raw
x200708x_Pat_35_POS.raw
x200708x_Pat_36_POS.raw
x200708x_Pat_37_POS.raw
x200708x_Pat_38_POS.raw
x200708x_Pat_39_POS.raw
x200708x_Pat_40_POS.raw
x200708x_Pat_41_POS.raw
x200708x_Pat_42_NEG.raw
x200708x_Pat_42_POS.raw
x200708x_Pat_43_POS.raw
x200708x_Pat_44_POS.raw
x200708x_Pat_45_POS.raw
x200708x_Pat_46_POS.raw
x200708x_Pat_47_POS.raw
x200708x_Pat_48_POS.raw
x200708x_Pat_49_POS.raw
x200708x_Pat_50_POS.raw
x200708x_Pat_51_POS.raw
x200708x_Pat_52_POS.raw
x200708x_Pat_53_POS.raw
x200708x_Pat_54_POS.raw
x200708x_Pat_55_POS.raw
x200708x_Pat_56_NEG.raw
x200708x_Pat_56_POS.raw
x200708x_Pat_57_POS.raw
x200708x_Pat_58_POS.raw
x200708x_Pat_59_POS.raw
x200708x_Pat_60_POS.raw
x200708x_Pat_61_POS.raw
x200708x_Pat_62_POS.raw
x200708x_Pat_63_POS.raw
x200708x_Pat_64_POS.raw
x200708x_Pat_65_POS.raw
x200708x_Pat_66_NEG.raw
x200708x_Pat_66_POS.raw
x200708x_Pat_67_POS.raw
x200708x_Pat_68_NEG.raw
x200708x_Pat_68_POS.raw
x200708x_Pat_69_POS.raw
x200708x_Pat_70_POS.raw
x200708x_Pat_71_POS.raw
x200708x_Pat_72_POS.raw
x200708x_Pat_73_POS.raw
x200708x_Pat_74_POS.raw
x200708x_Pat_75_POS.raw
x200708x_Pat_76_NEG.raw
x200708x_Pat_76_POS.raw
x200708x_Pat_77_POS.raw
x200708x_Pat_78_POS.raw
x200708x_Pat_79_POS.raw
x200708x_Pat_80_POS.raw
x200708x_Pat_81_POS.raw
x200708x_Pat_82_POS.raw
x200708x_Pat_83_POS.raw
x200708x_Pat_84_POS.raw
x200708x_Pat_85_POS.raw
x200708x_Pat_86_POS.raw
x200708x_Pat_87_POS.raw
x200708x_Pat_88_POS.raw
x200708x_Pat_89_POS.raw
x200708x_Pat_90_POS.raw
x200708x_Pat_91_POS.raw
x200708x_Pat_92_POS.raw
x200708x_Pat_93_POS.raw
x200708x_Pat_94_POS.raw
x200708x_Pat_95_POS.raw
x200708x_Pat_96_POS.raw
x200708x_Pat_97_POS.raw
x200708x_Pat_98_POS.raw
x200708x_Pat_99_POS.raw
x200708x_QC10_POS.raw
x200708x_QC11_POS.raw
x200708x_QC12_POS.raw
x200708x_QC13_POS.raw
x200708x_QC14_POS.raw
x200708x_QC15_POS.raw
x200708x_QC1_NEG.raw
x200708x_QC1_POS.raw
x200708x_QC2_POS.raw
x200708x_QC3_POS.raw
x200708x_QC4_POS.raw
x200708x_QC5_POS.raw
x200708x_QC6_POS.raw
x200708x_QC7_POS.raw
x200708x_QC8_POS.raw
x200708x_QC9_POS.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 174 rows!
Extracted information for 174 samples.
Processing  ST001255
No raw data detected. Ignoring ST001255
Processing  ST000819
No raw data detected. Ignoring ST000819
Processing  ST001376
No raw data detected. Ignoring ST001376
Processing  ST002957
No raw data detected. Ignoring ST002957
Processing  ST000263
No raw data detected. Ignoring ST000263
Processing  ST001836
Initiating REDU-table generation for AN002978
Rest length is 143
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Lipids_all
KIT3-0-5504_1024032812_03_1_1_1_00_1024032574.wiff
Lipids_all
KIT3-0-5504_1024032812_04_1_1_1_00_1024032657.wiff
Lipids_all
KIT3-0-5504_1024032812_05_1_1_1_00_1024032730.wiff
Lipids_all
KIT3-0-5504_1024032812_06_1_1_1_00_1024035470.wiff
Lipids_all
KIT3-0-5504_1024032812_07_1_1_1_00_1024035552.wiff
Lipids_all
KIT3-0-5504_1024032812_08_1_1_1_00_1024041155.wiff
Lipids_all
KIT3-0-5504_1024032812_09_1_1_1_00_1024041238.wiff
Lipids_all
KIT3-0-5504_1024032812_10_1_1_1_00_1024038666.wiff
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KIT3-0-5504_1024032812_11_1_1_1_00_1024038749.wiff
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KIT3-0-5504_1024032812_12_1_1_1_00_1024038821.wiff
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KIT3-0-5504_1024032812_15_1_1_1_00_1024032589.wiff
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KIT3-0-5504_1024032812_16_1_1_1_00_1024032661.wiff
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KIT3-0-5504_1024032812_17_1_1_1_00_1024035408.wiff
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KIT3-0-5504_1024032812_18_1_1_1_00_1024035484.wiff
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KIT3-0-5504_1024032812_19_1_1_1_00_1024035567.wiff
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KIT3-0-5504_1024032812_21_1_1_1_00_1024041242.wiff
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KIT3-0-5504_1024032812_22_1_1_1_00_1024038671.wiff
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KIT3-0-5504_1024032812_23_1_1_1_00_1024038753.wiff
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KIT3-0-5504_1024032812_24_1_1_1_00_1024038836.wiff
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KIT3-0-5504_1024032812_27_1_1_1_00_1024032593.wiff
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KIT3-0-5504_1024032812_28_1_1_1_00_1024032676.wiff
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KIT3-0-5504_1024032812_29_1_1_1_00_1024035412.wiff
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KIT3-0-5504_1024032812_30_1_1_1_00_1024035499.wiff
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KIT3-0-5504_1024032812_31_1_1_1_00_1024035571.wiff
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KIT3-0-5504_1024032812_32_1_1_1_00_1024041174.wiff
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KIT3-0-5504_1024032812_33_1_1_1_00_1024041257.wiff
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KIT3-0-5504_1024032812_34_1_1_1_00_1024038685.wiff
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KIT3-0-5504_1024032812_35_1_1_1_00_1024038768.wiff
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KIT3-0-5504_1024032812_36_1_1_1_00_1024032744.wiff
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KIT3-0-5504_1024032812_39_1_1_1_00_1024032604.wiff
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KIT3-0-5504_1024032812_40_1_1_1_00_1024032681.wiff
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KIT3-0-5504_1024032812_41_1_1_1_00_1024035427.wiff
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KIT3-0-5504_1024032812_42_1_1_1_00_1024035500.wiff
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KIT3-0-5504_1024032812_43_1_1_1_00_1024035586.wiff
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KIT3-0-5504_1024032812_44_1_1_1_00_1024041189.wiff
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KIT3-0-5504_1024032812_45_1_1_1_00_1024041261.wiff
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KIT3-0-5504_1024032812_46_1_1_1_00_1024038690.wiff
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KIT3-0-5504_1024032812_47_1_1_1_00_1024038772.wiff
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KIT3-0-5504_1024032812_48_1_1_1_00_1024032759.wiff
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KIT3-0-5504_1024032812_51_1_1_1_00_1024032619.wiff
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KIT3-0-5504_1024032812_52_1_1_1_00_1024032695.wiff
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KIT3-0-5504_1024032812_53_1_1_1_00_1024035431.wiff
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KIT3-0-5504_1024032812_54_1_1_1_00_1024035514.wiff
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KIT3-0-5504_1024032812_55_1_1_1_00_1024041117.wiff
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KIT3-0-5504_1024032812_56_1_1_1_00_1024041193.wiff
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KIT3-0-5504_1024032812_57_1_1_1_00_1024041276.wiff
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KIT3-0-5504_1024032812_58_1_1_1_00_1024038701.wiff
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KIT3-0-5504_1024032812_59_1_1_1_00_1024038787.wiff
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KIT3-0-5504_1024032812_60_1_1_1_00_1024032763.wiff
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KIT3-0-5504_1024032812_63_1_1_1_00_1024032623.wiff
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KIT3-0-5504_1024032812_64_1_1_1_00_1024032706.wiff
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KIT3-0-5504_1024032812_66_1_1_1_00_1024035529.wiff
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KIT3-0-5504_1024032812_67_1_1_1_00_1024041121.wiff
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KIT3-0-5504_1024032812_68_1_1_1_00_1024041204.wiff
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KIT3-0-5504_1024032812_69_1_1_1_00_1024041281.wiff
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KIT3-0-5504_1024032812_70_1_1_1_00_1024038715.wiff
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KIT3-0-5504_1024032812_71_1_1_1_00_1024038791.wiff
Lipids_all
KIT3-0-5504_1024032812_72_1_1_1_00_1024032778.wiff
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KIT3-0-5504_1024032812_74_1_1_1_00_1024032555.wiff
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KIT3-0-5504_1024032812_75_1_1_1_00_1024032638.wiff
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KIT3-0-5504_1024032812_76_1_1_1_00_1024032711.wiff
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KIT3-0-5504_1024032812_77_1_1_1_00_1024035451.wiff
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KIT3-0-5504_1024032812_78_1_1_1_00_1024035533.wiff
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KIT3-0-5504_1024032812_79_1_1_1_00_1024041136.wiff
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KIT3-0-5504_1024032812_80_1_1_1_00_1024041219.wiff
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KIT3-0-5504_1024032812_81_1_1_1_00_1024041295.wiff
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KIT3-0-5504_1024032812_82_1_1_1_00_1024038720.wiff
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KIT3-0-5504_1024032812_83_1_1_1_00_1024038802.wiff
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KIT3-0-5504_1024032812_84_1_1_1_00_1024032782.wiff
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KIT3-0-5504_1024032812_86_1_1_1_00_1024032560.wiff
Lipids_all
KIT3-0-5504_1024032812_87_1_1_1_00_1024032642.wiff
Lipids_all
KIT3-0-5504_1024032812_88_1_1_1_00_1024032725.wiff
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KIT3-0-5504_1024032812_89_1_1_1_00_1024035465.wiff
Lipids_all
KIT3-0-5504_1024032812_90_1_1_1_00_1024035548.wiff
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KIT3-0-5504_1024032812_91_1_1_1_00_1024041141.wiff
Lipids_all
KIT3-0-5504_1024032812_92_1_1_1_00_1024041223.wiff
Lipids_all
KIT3-0-5504_1024032812_93_1_1_1_00_1024038651.wiff
Lipids_all
KIT3-0-5504_1024032812_94_1_1_1_00_1024038734.wiff
Lipids_all
KIT3-0-5504_1024032812_96_1_1_1_00_1024032797.wiff
Lipids_all
KIT3-0-5504_1024035881_03_1_1_1_00_1024035775.wiff
Lipids_all
KIT3-0-5504_1024035881_04_1_1_1_00_1024041378.wiff
Lipids_all
KIT3-0-5504_1024035881_05_1_1_1_00_1024041451.wiff
Lipids_all
KIT3-0-5504_1024035881_06_1_1_1_00_1024038889.wiff
Lipids_all
KIT3-0-5504_1024035881_07_1_1_1_00_1024038961.wiff
Lipids_all
KIT3-0-5504_1024035881_08_1_1_1_00_1024032948.wiff
Lipids_all
KIT3-0-5504_1024035881_09_1_1_1_00_1024033021.wiff
Lipids_all
KIT3-0-5504_1024035881_10_1_1_1_00_1024033104.wiff
Lipids_all
KIT3-0-5504_1024035881_11_1_1_1_00_1024035843.wiff
Lipids_all
KIT3-0-5504_1024035881_15_1_1_1_00_1024041306.wiff
Lipids_all
KIT3-0-5504_1024035881_16_1_1_1_00_1024041382.wiff
Lipids_all
KIT3-0-5504_1024035881_17_1_1_1_00_1024041465.wiff
Lipids_all
KIT3-0-5504_1024035881_18_1_1_1_00_1024038893.wiff
Lipids_all
KIT3-0-5504_1024035881_19_1_1_1_00_1024038976.wiff
Lipids_all
KIT3-0-5504_1024035881_20_1_1_1_00_1024032952.wiff
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KIT3-0-5504_1024035881_21_1_1_1_00_1024033036.wiff
Lipids_all
KIT3-0-5504_1024035881_22_1_1_1_00_1024033119.wiff
Lipids_all
KIT3-0-5504_1024035881_23_1_1_1_00_1024035858.wiff
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KIT3-0-5504_1024035881_27_1_1_1_00_1024041311.wiff
Lipids_all
KIT3-0-5504_1024035881_28_1_1_1_00_1024041397.wiff
Lipids_all
KIT3-0-5504_1024035881_30_1_1_1_00_1024038904.wiff
Lipids_all
KIT3-0-5504_1024035881_31_1_1_1_00_1024038981.wiff
Lipids_all
KIT3-0-5504_1024035881_33_1_1_1_00_1024033041.wiff
Lipids_all
KIT3-0-5504_1024035881_34_1_1_1_00_1024035780.wiff
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KIT3-0-5504_1024035881_39_1_1_1_00_1024041325.wiff
Lipids_all
KIT3-0-5504_1024035881_40_1_1_1_00_1024041408.wiff
Lipids_all
KIT3-0-5504_1024035881_41_1_1_1_00_1024041484.wiff
Lipids_all
KIT3-0-5504_1024035881_42_1_1_1_00_1024038919.wiff
Lipids_all
KIT3-0-5504_1024035881_43_1_1_1_00_1024038995.wiff
Lipids_all
KIT3-0-5504_1024035881_44_1_1_1_00_1024032971.wiff
Lipids_all
KIT3-0-5504_1024035881_45_1_1_1_00_1024033055.wiff
Lipids_all
KIT3-0-5504_1024035881_46_1_1_1_00_1024035794.wiff
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KIT3-0-5504_1024035881_51_1_1_1_00_1024041330.wiff
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KIT3-0-5504_1024035881_52_1_1_1_00_1024041412.wiff
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KIT3-0-5504_1024035881_53_1_1_1_00_1024038841.wiff
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KIT3-0-5504_1024035881_54_1_1_1_00_1024038923.wiff
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KIT3-0-5504_1024035881_55_1_1_1_00_1024039007.wiff
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KIT3-0-5504_1024035881_56_1_1_1_00_1024032986.wiff
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KIT3-0-5504_1024035881_57_1_1_1_00_1024033060.wiff
Lipids_all
KIT3-0-5504_1024035881_58_1_1_1_00_1024035805.wiff
Lipids_all
KIT3-0-5504_1024035881_63_1_1_1_00_1024041344.wiff
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KIT3-0-5504_1024035881_64_1_1_1_00_1024041427.wiff
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KIT3-0-5504_1024035881_66_1_1_1_00_1024038938.wiff
Lipids_all
KIT3-0-5504_1024035881_67_1_1_1_00_1024039011.wiff
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KIT3-0-5504_1024035881_68_1_1_1_00_1024032991.wiff
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KIT3-0-5504_1024035881_69_1_1_1_00_1024033074.wiff
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KIT3-0-5504_1024035881_70_1_1_1_00_1024035810.wiff
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KIT3-0-5504_1024035881_74_1_1_1_00_1024035756.wiff
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KIT3-0-5504_1024035881_75_1_1_1_00_1024041359.wiff
Lipids_all
KIT3-0-5504_1024035881_76_1_1_1_00_1024041431.wiff
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KIT3-0-5504_1024035881_77_1_1_1_00_1024038860.wiff
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KIT3-0-5504_1024035881_78_1_1_1_00_1024038942.wiff
Lipids_all
KIT3-0-5504_1024035881_79_1_1_1_00_1024039026.wiff
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KIT3-0-5504_1024035881_81_1_1_1_00_1024033089.wiff
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KIT3-0-5504_1024035881_82_1_1_1_00_1024035824.wiff
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KIT3-0-5504_1024035881_90_1_1_1_00_1024038957.wiff
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KIT3-0-5504_1024035881_92_1_1_1_00_1024033017.wiff
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KIT3-0-5504_1024035881_93_1_1_1_00_1024033093.wiff
Lipids_all/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2447/3150 [2:59:35<14:35,  1.25s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2448/3150 [3:00:36<2:01:44, 10.41s/it]
 78%|███████▊  | 2452/3150 [3:00:36<1:04:38,  5.56s/it]
KIT3-0-5504_1024035881_94_1_1_1_00_1024035839.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 143 rows!
Extracted information for 143 samples.
Processing  ST001524
Initiating REDU-table generation for AN002542
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN002543
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN002544
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN002545
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HILIC_neg
170124_Smp_Pro9312_A.mzXML
HILIC_neg
170124_Smp_Pro9312_B.mzXML
HILIC_neg
170124_Smp_Pro9312_C.mzXML
HILIC_neg
170124_Smp_Pro9313_A.mzXML
HILIC_neg
170124_Smp_Pro9313_B.mzXML
HILIC_neg
170124_Smp_Pro9313_C.mzXML
HILIC_neg
170124_Smp_Vesicle9312_1.mzXML
HILIC_neg
170124_Smp_Vesicle9312_2.mzXML
HILIC_neg
170124_Smp_Vesicle9312_3.mzXML
HILIC_neg
170124_Smp_Vesicle9313_1.mzXML
HILIC_neg
170124_Smp_Vesicle9313_2.mzXML
HILIC_neg
170124_Smp_Vesicle9313_3.mzXML
HILIC_pos
170124_Smp_Pro9312_A.mzXML
HILIC_pos
170124_Smp_Pro9312_B.mzXML
HILIC_pos
170124_Smp_Pro9312_C.mzXML
HILIC_pos
170124_Smp_Pro9313_A.mzXML
HILIC_pos
170124_Smp_Pro9313_B.mzXML
HILIC_pos
170124_Smp_Pro9313_C.mzXML
HILIC_pos
170124_Smp_Vesicle9312_1.mzXML
HILIC_pos
170124_Smp_Vesicle9312_2.mzXML
HILIC_pos
170124_Smp_Vesicle9312_3.mzXML
HILIC_pos
170124_Smp_Vesicle9313_1.mzXML
HILIC_pos
170124_Smp_Vesicle9313_2.mzXML
HILIC_pos
170124_Smp_Vesicle9313_3.mzXML
RP_Aq
170128_Smp_Pro9312_A.mzXML
RP_Aq
170128_Smp_Pro9312_B.mzXML
RP_Aq
170128_Smp_Pro9312_C.mzXML
RP_Aq
170128_Smp_Pro9313_A.mzXML
RP_Aq
170128_Smp_Pro9313_B.mzXML
RP_Aq
170128_Smp_Pro9313_C.mzXML
RP_Aq
170128_Smp_Vesicle9312_1.mzXML
RP_Aq
170128_Smp_Vesicle9312_2.mzXML
RP_Aq
170128_Smp_Vesicle9312_3.mzXML
RP_Aq
170128_Smp_Vesicle9313_1.mzXML
RP_Aq
170128_Smp_Vesicle9313_2.mzXML
RP_Aq
170128_Smp_Vesicle9313_3.mzXML
RP_Org
170128_Smp_Pro9312_A_DCM.mzXML
RP_Org
170128_Smp_Pro9312_B_DCM.mzXML
RP_Org
170128_Smp_Pro9312_C_DCM.mzXML
RP_Org
170128_Smp_Pro9313_A_DCM.mzXML
RP_Org
170128_Smp_Pro9313_B_DCM.mzXML
RP_Org
170128_Smp_Pro9313_C_DCM.mzXML
RP_Org
170128_Smp_Vesicle9312_1_DCM.mzXML
RP_Org
170128_Smp_Vesicle9312_2_DCM.mzXML
RP_Org
170128_Smp_Vesicle9312_3_DCM.mzXML
RP_Org
170128_Smp_Vesicle9313_1_DCM.mzXML
RP_Org
170128_Smp_Vesicle9313_2_DCM.mzXML
RP_Org
170128_Smp_Vesicle9313_3_DCM.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 48
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001432
No raw data detected. Ignoring ST001432
Processing  ST000751
No raw data detected. Ignoring ST000751
Processing  ST001712
No raw data detected. Ignoring ST001712
Processing  ST000113
No raw data detected. Ignoring ST000113
Processing  ST002354
Initiating REDU-table generation for AN003842
Rest length is 224
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003843
Rest length is 224
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003844
Rest length is 224
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003845
Rest length is 224
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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WIFF files
EicoP50.wiff
WIFF files
EicoP51.wiff
WIFF files
EicoP52.wiff
WIFF files
EicoP53.wiff
WIFF files
EicoP54.wiff
WIFF files
EicoP55.wiff
WIFF files
EicoP56.wiff
WIFF files
EicoP6.wiff
WIFF files
EicoP7.wiff
WIFF files
EicoP8.wiff
WIFF files
EicoP9.wiff
WIFF files
EicoT1.wiff
WIFF files
EicoT10.wiff
WIFF files
EicoT11.wiff
WIFF files
EicoT12.wiff
WIFF files
EicoT13.wiff
WIFF files
EicoT14.wiff
WIFF files
EicoT15.wiff
WIFF files
EicoT16.wiff
WIFF files
EicoT17.wiff
WIFF files
EicoT18.wiff
WIFF files
EicoT19.wiff
WIFF files
EicoT2.wiff
WIFF files
EicoT20.wiff
WIFF files
EicoT21.wiff
WIFF files
EicoT22.wiff
WIFF files
EicoT23.wiff
WIFF files
EicoT24.wiff
WIFF files
EicoT25.wiff
WIFF files
EicoT26.wiff
WIFF files
EicoT27.wiff
WIFF files
EicoT28.wiff
WIFF files
EicoT29.wiff
WIFF files
EicoT3.wiff
WIFF files
EicoT30.wiff
WIFF files
EicoT31.wiff
WIFF files
EicoT32.wiff
WIFF files
EicoT33.wiff
WIFF files
EicoT34.wiff
WIFF files
EicoT35.wiff
WIFF files
EicoT36.wiff
WIFF files
EicoT37.wiff
WIFF files
EicoT38.wiff
WIFF files
EicoT39.wiff
WIFF files
EicoT4.wiff
WIFF files
EicoT40.wiff
WIFF files
EicoT41.wiff
WIFF files
EicoT42.wiff
WIFF files
EicoT43.wiff
WIFF files
EicoT44.wiff
WIFF files
EicoT45.wiff
WIFF files
EicoT46.wiff
WIFF files
EicoT47.wiff
WIFF files
EicoT48.wiff
WIFF files
EicoT49.wiff
WIFF files
EicoT5.wiff
WIFF files
EicoT50.wiff
WIFF files
EicoT51.wiff
WIFF files
EicoT52.wiff
WIFF files
EicoT53.wiff
WIFF files
EicoT54.wiff
WIFF files
EicoT55.wiff
WIFF files
EicoT56.wiff
WIFF files
EicoT6.wiff
WIFF files
EicoT7.wiff
WIFF files
EicoT8.wiff
WIFF files
EicoT9.wiff
WIFF files
TFA-P1.wiff
WIFF files
TFA-P10.wiff
WIFF files
TFA-P11.wiff
WIFF files
TFA-P12.wiff
WIFF files
TFA-P13.wiff
WIFF files
TFA-P14.wiff
WIFF files
TFA-P15.wiff
WIFF files
TFA-P16.wiff
WIFF files
TFA-P17.wiff
WIFF files
TFA-P18.wiff
WIFF files
TFA-P19.wiff
WIFF files
TFA-P2.wiff
WIFF files
TFA-P20.wiff
WIFF files
TFA-P21.wiff
WIFF files
TFA-P22.wiff
WIFF files
TFA-P23.wiff
WIFF files
TFA-P24.wiff
WIFF files
TFA-P25.wiff
WIFF files
TFA-P26.wiff
WIFF files
TFA-P27.wiff
WIFF files
TFA-P28.wiff
WIFF files
TFA-P29.wiff
WIFF files
TFA-P3.wiff
WIFF files
TFA-P30.wiff
WIFF files
TFA-P31.wiff
WIFF files
TFA-P32.wiff
WIFF files
TFA-P33.wiff
WIFF files
TFA-P34.wiff
WIFF files
TFA-P35.wiff
WIFF files
TFA-P36.wiff
WIFF files
TFA-P37.wiff
WIFF files
TFA-P38.wiff
WIFF files
TFA-P39.wiff
WIFF files
TFA-P4.wiff
WIFF files
TFA-P40.wiff
WIFF files
TFA-P41.wiff
WIFF files
TFA-P42.wiff
WIFF files
TFA-P43.wiff
WIFF files
TFA-P44.wiff
WIFF files
TFA-P45.wiff
WIFF files
TFA-P46.wiff
WIFF files
TFA-P47.wiff
WIFF files
TFA-P48.wiff
WIFF files
TFA-P49.wiff
WIFF files
TFA-P5.wiff
WIFF files
TFA-P50.wiff
WIFF files
TFA-P51.wiff
WIFF files
TFA-P52.wiff
WIFF files
TFA-P53.wiff
WIFF files
TFA-P54.wiff
WIFF files
TFA-P55.wiff
WIFF files
TFA-P56.wiff
WIFF files
TFA-P6.wiff
WIFF files
TFA-P7.wiff
WIFF files
TFA-P8.wiff
WIFF files
TFA-P9.wiff
WIFF files
TFA-T1.wiff
WIFF files
TFA-T10.wiff
WIFF files
TFA-T11.wiff
WIFF files
TFA-T12.wiff
WIFF files
TFA-T13.wiff
WIFF files
TFA-T14.wiff
WIFF files
TFA-T15.wiff
WIFF files
TFA-T16.wiff
WIFF files
TFA-T17.wiff
WIFF files
TFA-T18.wiff
WIFF files
TFA-T19.wiff
WIFF files
TFA-T2.wiff
WIFF files
TFA-T20.wiff
WIFF files
TFA-T21.wiff
WIFF files
TFA-T22.wiff
WIFF files
TFA-T23.wiff
WIFF files
TFA-T24.wiff
WIFF files
TFA-T25.wiff
WIFF files
TFA-T26.wiff
WIFF files
TFA-T27.wiff
WIFF files
TFA-T28.wiff
WIFF files
TFA-T29.wiff
WIFF files
TFA-T3.wiff
WIFF files
TFA-T30.wiff
WIFF files
TFA-T31.wiff
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2454/3150 [3:00:42<57:38,  4.97s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2456/3150 [3:00:45<45:48,  3.96s/it]WIFF files
TFA-T32.wiff
WIFF files
TFA-T33.wiff
WIFF files
TFA-T34.wiff
WIFF files
TFA-T35.wiff
WIFF files
TFA-T36.wiff
WIFF files
TFA-T37.wiff
WIFF files
TFA-T38.wiff
WIFF files
TFA-T39.wiff
WIFF files
TFA-T4.wiff
WIFF files
TFA-T40.wiff
WIFF files
TFA-T41.wiff
WIFF files
TFA-T42.wiff
WIFF files
TFA-T43.wiff
WIFF files
TFA-T44.wiff
WIFF files
TFA-T45.wiff
WIFF files
TFA-T46.wiff
WIFF files
TFA-T47.wiff
WIFF files
TFA-T48.wiff
WIFF files
TFA-T49.wiff
WIFF files
TFA-T5.wiff
WIFF files
TFA-T50.wiff
WIFF files
TFA-T51.wiff
WIFF files
TFA-T52.wiff
WIFF files
TFA-T53.wiff
WIFF files
TFA-T54.wiff
WIFF files
TFA-T55.wiff
WIFF files
TFA-T56.wiff
WIFF files
TFA-T6.wiff
WIFF files
TFA-T7.wiff
WIFF files
TFA-T8.wiff
WIFF files
TFA-T9.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 224 rows!
Extracted information for 224 samples.
Processing  ST003152
No raw data detected. Ignoring ST003152
Processing  ST001085
No raw data detected. Ignoring ST001085
Processing  ST002124
Initiating REDU-table generation for AN003477
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Study1
hsc-1.cdf
Study1
hsc-2.cdf
Study1
hsc-3.cdf
Study1
hsc-ct-0h-1.cdf
Study1
hsc-ct-0h-2.cdf
Study1
hsc-ct-0h-3.cdf
Study1
hsc-ct-12h-1.cdf
Study1
hsc-ct-12h-2.cdf
Study1
hsc-ct-12h-3.cdf
Study1
hsc-ct-6h-1.cdf
Study1
hsc-ct-6h-2.cdf
Study1
hsc-ct-6h-3.cdf
Study1
linn-0h-1.cdf
Study1
linn-0h-2.cdf
Study1
linn-0h-3.cdf
Study1
linn-1.cdf
Study1
linn-12h-1.cdf
Study1
linn-12h-2.cdf
Study1
linn-12h-3.cdf
Study1
linn-2.cdf
Study1
linn-3.cdf
Study1
linn-6h-1.cdf
Study1
linn-6h-2.cdf
Study1
linn-6h-3.cdf
Study1
linp-0h-1.cdf
Study1
linp-0h-2.cdf
Study1
linp-0h-3.cdf
Study1
linp-1.cdf
Study1
linp-12h-1.cdf
Study1
linp-12h-2.cdf
Study1
linp-12h-3.cdf
Study1
linp-2.cdf
Study1
linp-3.cdf
Study1
linp-6h-1.cdf
Study1
linp-6h-2.cdf
Study1
linp-6h-3.cdf
Study1
lsk-0h-1.cdf
Study1
lsk-0h-2.cdf
Study1
lsk-0h-3.cdf
Study1
lsk-1.cdf
Study1
lsk-12h-1.cdf
Study1
lsk-12h-2.cdf
Study1
lsk-12h-3.cdf
Study1
lsk-2.cdf
Study1
lsk-3.cdf
Study1
lsk-6h-1.cdf
Study1
lsk-6h-2.cdf
Study1
lsk-6h-3.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST000801
No raw data detected. Ignoring ST000801
Processing  ST002036
Initiating REDU-table generation for AN003311
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  38%|███▊      | 22/58 [00:00<00:00, 217.52it/s]

Mapping potential matches:  76%|███████▌  | 44/58 [00:00<00:00, 218.68it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 218.99it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN003312
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]

Mapping potential matches:  40%|███▉      | 23/58 [00:00<00:00, 221.15it/s]

Mapping potential matches:  79%|███████▉  | 46/58 [00:00<00:00, 221.72it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 220.44it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2458/3150 [3:00:48<39:02,  3.38s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Kidney_Data
AM5 Negative
AM5-10_r1-.raw
Kidney_Data
AM5 Negative
AM5-11_r54-.raw
Kidney_Data
AM5 Negative
AM5-12_r53-.raw
Kidney_Data
AM5 Negative
AM5-13_r46-.raw
Kidney_Data
AM5 Negative
AM5-14_r35-.raw
Kidney_Data
AM5 Negative
AM5-15_r19-.raw
Kidney_Data
AM5 Negative
AM5-16_r28-.raw
Kidney_Data
AM5 Negative
AM5-17_r48-.raw
Kidney_Data
AM5 Negative
AM5-18_r50-.raw
Kidney_Data
AM5 Negative
AM5-19_r34-.raw
Kidney_Data
AM5 Negative
AM5-1_r56-.raw
Kidney_Data
AM5 Negative
AM5-20_r2-.raw
Kidney_Data
AM5 Negative
AM5-21_r52-.raw
Kidney_Data
AM5 Negative
AM5-22_r31-.raw
Kidney_Data
AM5 Negative
AM5-23_r3-.raw
Kidney_Data
AM5 Negative
AM5-24_r45-.raw
Kidney_Data
AM5 Negative
AM5-25_r57-.raw
Kidney_Data
AM5 Negative
AM5-26_r4-.raw
Kidney_Data
AM5 Negative
AM5-27_r22-.raw
Kidney_Data
AM5 Negative
AM5-28_r9-.raw
Kidney_Data
AM5 Negative
AM5-29_r7-.raw
Kidney_Data
AM5 Negative
AM5-2_r37-.raw
Kidney_Data
AM5 Negative
AM5-30_r21-.raw
Kidney_Data
AM5 Negative
AM5-31_r10-.raw
Kidney_Data
AM5 Negative
AM5-32_r29-.raw
Kidney_Data
AM5 Negative
AM5-33_r12-.raw
Kidney_Data
AM5 Negative
AM5-34_r8-.raw
Kidney_Data
AM5 Negative
AM5-35_r15-.raw
Kidney_Data
AM5 Negative
AM5-36_r51-.raw
Kidney_Data
AM5 Negative
AM5-37_r16-.raw
Kidney_Data
AM5 Negative
AM5-38_r20-.raw
Kidney_Data
AM5 Negative
AM5-39_r39-.raw
Kidney_Data
AM5 Negative
AM5-3_r36-.raw
Kidney_Data
AM5 Negative
AM5-40_r14-.raw
Kidney_Data
AM5 Negative
AM5-41_r18-.raw
Kidney_Data
AM5 Negative
AM5-42_r25-.raw
Kidney_Data
AM5 Negative
AM5-43_r43-.raw
Kidney_Data
AM5 Negative
AM5-44_r11-.raw
Kidney_Data
AM5 Negative
AM5-45_r44-.raw
Kidney_Data
AM5 Negative
AM5-46_r13-.raw
Kidney_Data
AM5 Negative
AM5-47_r5-.raw
Kidney_Data
AM5 Negative
AM5-48_r49-.raw
Kidney_Data
AM5 Negative
AM5-49_r24-.raw
Kidney_Data
AM5 Negative
AM5-4_r41-.raw
Kidney_Data
AM5 Negative
AM5-50_r42-.raw
Kidney_Data
AM5 Negative
AM5-51_r33-.raw
Kidney_Data
AM5 Negative
AM5-52_r47-.raw
Kidney_Data
AM5 Negative
AM5-53_r38-.raw
Kidney_Data
AM5 Negative
AM5-54_r32-.raw
Kidney_Data
AM5 Negative
AM5-55_r26-.raw
Kidney_Data
AM5 Negative
AM5-56_r23-.raw
Kidney_Data
AM5 Negative
AM5-57_r55-.raw
Kidney_Data
AM5 Negative
AM5-58_r17-.raw
Kidney_Data
AM5 Negative
AM5-5_r6-.raw
Kidney_Data
AM5 Negative
AM5-6_r58-.raw
Kidney_Data
AM5 Negative
AM5-7_r40-.raw
Kidney_Data
AM5 Negative
AM5-8_r27-.raw
Kidney_Data
AM5 Negative
AM5-9_r30-.raw
Kidney_Data
AM5 Positive
AM5-10_r56+.raw
Kidney_Data
AM5 Positive
AM5-11_r23+.raw
Kidney_Data
AM5 Positive
AM5-12_r53+.raw
Kidney_Data
AM5 Positive
AM5-13_r32+.raw
Kidney_Data
AM5 Positive
AM5-14_r25+.raw
Kidney_Data
AM5 Positive
AM5-15_r21+.raw
Kidney_Data
AM5 Positive
AM5-16_r51+.raw
Kidney_Data
AM5 Positive
AM5-17_r40+.raw
Kidney_Data
AM5 Positive
AM5-18_r28+.raw
Kidney_Data
AM5 Positive
AM5-19_r50+.raw
Kidney_Data
AM5 Positive
AM5-1_r48+.raw
Kidney_Data
AM5 Positive
AM5-20_r10+.raw
Kidney_Data
AM5 Positive
AM5-21_r30+.raw
Kidney_Data
AM5 Positive
AM5-22_r24+.raw
Kidney_Data
AM5 Positive
AM5-23_r20+.raw
Kidney_Data
AM5 Positive
AM5-24_r7+.raw
Kidney_Data
AM5 Positive
AM5-25_r34+.raw
Kidney_Data
AM5 Positive
AM5-26_r29+.raw
Kidney_Data
AM5 Positive
AM5-27_r22+.raw
Kidney_Data
AM5 Positive
AM5-28_r3+.raw
Kidney_Data
AM5 Positive
AM5-29_r19+.raw
Kidney_Data
AM5 Positive
AM5-2_r47+.raw
Kidney_Data
AM5 Positive
AM5-30_r27+.raw
Kidney_Data
AM5 Positive
AM5-31_r5+.raw
Kidney_Data
AM5 Positive
AM5-32_r52+.raw
Kidney_Data
AM5 Positive
AM5-33_r45+.raw
Kidney_Data
AM5 Positive
AM5-34_r9+.raw
Kidney_Data
AM5 Positive
AM5-35_r2+.raw
Kidney_Data
AM5 Positive
AM5-36_r42+.raw
Kidney_Data
AM5 Positive
AM5-37_r49+.raw
Kidney_Data
AM5 Positive
AM5-38_r54+.raw
Kidney_Data
AM5 Positive
AM5-39_r13+.raw
Kidney_Data
AM5 Positive
AM5-3_r43+.raw
Kidney_Data
AM5 Positive
AM5-40_r58+.raw
Kidney_Data
AM5 Positive
AM5-41_r57+.raw
Kidney_Data
AM5 Positive
AM5-42_r33+.raw
Kidney_Data
AM5 Positive
AM5-43_r6+.raw
Kidney_Data
AM5 Positive
AM5-44_r44+.raw
Kidney_Data
AM5 Positive
AM5-45_r17+.raw
Kidney_Data
AM5 Positive
AM5-46_r4+.raw
Kidney_Data
AM5 Positive
AM5-47_r37+.raw
Kidney_Data
AM5 Positive
AM5-48_r12+.raw
Kidney_Data
AM5 Positive
AM5-49_r18+.raw
Kidney_Data
AM5 Positive
AM5-4_r55+.raw
Kidney_Data
AM5 Positive
AM5-50_r35+.raw
Kidney_Data
AM5 Positive
AM5-51_r36+.raw
Kidney_Data
AM5 Positive
AM5-52_r16+.raw
Kidney_Data
AM5 Positive
AM5-53_r38+.raw
Kidney_Data
AM5 Positive
AM5-54_r1+.raw
Kidney_Data
AM5 Positive
AM5-55_r8+.raw
Kidney_Data
AM5 Positive
AM5-56_r41+.raw
Kidney_Data
AM5 Positive
AM5-57_r26+.raw
Kidney_Data
AM5 Positive
AM5-58_r14+.raw
Kidney_Data
AM5 Positive
AM5-5_r15+.raw
Kidney_Data
AM5 Positive
AM5-6_r46+.raw
Kidney_Data
AM5 Positive
AM5-7_r31+.raw
Kidney_Data
AM5 Positive
AM5-8_r39+.raw
Kidney_Data
AM5 Positive
AM5-9_r11+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 116 rows!
Extracted information for 116 samples.
Processing  ST002159
Initiating REDU-table generation for AN003535
Rest length is 157
raw file key found.
Initiating REDU-table generation for AN003536
Rest length is 157
raw file key found.
Initiating REDU-table generation for AN003537
Rest length is 157
raw file key found.
Initiating REDU-table generation for AN003538
Rest length is 157
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
161107_Blk_MediaBlk_A.mzXML
161107_Blk_MediaBlk_DiatomA.mzXML
161107_Blk_MediaBlk_DiatomB.mzXML
161107_Blk_MediaBlk_DiatomC.mzXML
161107_Blk_MediaBlk_DiatomYBC.mzXML
161107_Blk_MediaBlk_DiatomZ.mzXML
161107_Smp_2090_A.mzXML
161107_Smp_2090_B.mzXML
161107_Smp_2090_C.mzXML
161107_Smp_371_A.mzXML
161107_Smp_371_B.mzXML
161107_Smp_371_C.mzXML
161107_Smp_Cy_A.mzXML
161107_Smp_Cy_B.mzXML
161107_Smp_Cy_C.mzXML
161107_Smp_SA30_A.mzXML
161107_Smp_SA30_B.mzXML
161107_Smp_SA30_C.mzXML
161107_Smp_SA33_A.mzXML
161107_Smp_SA33_B.mzXML
161107_Smp_SA33_C.mzXML
161107_Smp_SA42_B.mzXML
161107_Smp_SA42_C.mzXML
161107_Smp_To_A.mzXML
161107_Smp_To_B.mzXML
161107_Smp_To_C.mzXML
161107_Smp_Tp_A.mzXML
161107_Smp_Tp_E.mzXML
161107_Smp_Tp_F.mzXML
161114_Blk_MediaBlk_A.mzXML
161114_Blk_MediaBlk_C.mzXML
161114_Smp_7803_B.mzXML
161114_Smp_7803_F.mzXML
161114_Smp_8102_A.mzXML
161114_Smp_8102_F.mzXML
161114_Smp_8501_B.mzXML
161114_Smp_8501_C.mzXML
161114_Smp_8501_D.mzXML
161114_Smp_MED4_D.mzXML
161114_Smp_MED4_E.mzXML
161114_Smp_MED4_F.mzXML
161116_Blk_MediaBlk_B.mzXML
161116_Smp_SA16_A.mzXML
161116_Smp_SA16_B.mzXML
161116_Smp_SA16_C.mzXML
161116_Smp_SA42_A.mzXML
161116_Smp_SA59_A.mzXML
161116_Smp_SA59_B.mzXML
161116_Smp_SA59_C.mzXML
161116_Smp_SA60_A.mzXML
161116_Smp_SA60_B.mzXML
161116_Smp_SA60_C.mzXML
170117_Blk_MediaBlk_A.mzXML
170117_Smp_DSS3_A.mzXML
170117_Smp_DSS3_B.mzXML
170117_Smp_DSS3_C.mzXML
170117_Smp_Och_A.mzXML
170117_Smp_Och_B.mzXML
170117_Smp_Och_C.mzXML
170117_Smp_SA11_A.mzXML
170117_Smp_SA11_B.mzXML
170117_Smp_SA11_C.mzXML
170117_Smp_SA36_A.mzXML
170117_Smp_SA36_B.mzXML
170117_Smp_SA36_C.mzXML
170117_Smp_SA44_B.mzXML
170117_Smp_SA44_C.mzXML
170117_Smp_SA48_A.mzXML
170117_Smp_SA48_B.mzXML
170117_Smp_SA48_C.mzXML
170117_Smp_SA53_A.mzXML
170117_Smp_SA53_B.mzXML
170117_Smp_SA53_C.mzXML
170213_Blk_MediaBlk_B.mzXML
170213_Blk_MediaBlk_Pc55x.mzXML
170213_Smp_Np_A_rerun.mzXML
170213_Smp_Np_C_rerun.mzXML
170213_Smp_Np_F.mzXML
170213_Smp_Pcx_A.mzXML
170213_Smp_Pcx_B.mzXML
170213_Smp_Pcx_C.mzXML
170213_Smp_Pt_C.mzXML
170213_Smp_Pt_F_rerun.mzXML
170213_Smp_SA55_A_rerun.mzXML
170213_Smp_SA55_B_rerun.mzXML
170213_Smp_SA55_C_rerun.mzXML
170213_Smp_SA7_A_rerun.mzXML
170213_Smp_SA7_B_rerun.mzXML
170213_Smp_SA7_C_rerun.mzXML
170821_Blk_FilterBlk_1314P.mzXML
170821_Blk_FilterBlk_21.mzXML
170821_Blk_FilterBlk_49.mzXML
170821_Blk_FilterBlk_71.mzXML
170821_Blk_FilterBlk_As9601.mzXML
170821_Blk_FilterBlk_N.mzXML
170821_Blk_FilterBlk_Nat.mzXML
170821_Blk_FilterBlk_O.mzXML
170821_Blk_FilterBlk_Tp10.mzXML
170821_Blk_FilterBlk_Tp28.mzXML
170821_Blk_FilterBlk_Tp35.mzXML
170821_Smp_1314P_A.mzXML
170821_Smp_1314P_B.mzXML
170821_Smp_1314P_C.mzXML
170821_Smp_1314_A.mzXML
170821_Smp_1314_B.mzXML
170821_Smp_1314_C.mzXML
170821_Smp_1545_A.mzXML
170821_Smp_1545_B.mzXML
170821_Smp_1545_C.mzXML
170821_Smp_1771_A.mzXML
170821_Smp_1771_B.mzXML
170821_Smp_1771_C.mzXML
170821_Smp_2021_A.mzXML
170821_Smp_2021_B.mzXML
170821_Smp_2021_C.mzXML
170821_Smp_449_A.mzXML
170821_Smp_449_B.mzXML
170821_Smp_449_C.mzXML
170821_Smp_As9601_A.mzXML
170821_Smp_As9601_B.mzXML
170821_Smp_As9601_C.mzXML
170821_Smp_Nat_A.mzXML
170821_Smp_Nat_B.mzXML
170821_Smp_Nat_C.mzXML
170821_Smp_Tp10_A.mzXML
170821_Smp_Tp10_B.mzXML
170821_Smp_Tp10_C.mzXML
170821_Smp_Tp28_A.mzXML
170821_Smp_Tp28_B.mzXML
170821_Smp_Tp28_C.mzXML
170821_Smp_Tp35_A.mzXML
170821_Smp_Tp35_B.mzXML
170821_Smp_Tp35_C.mzXML
180130_Blk_MediaBlk_1.mzXML
180130_Smp_Exp_1.mzXML
180130_Smp_Exp_2.mzXML
180130_Smp_Exp_3.mzXML
180227_Blk_MediaBlk_LInoSi.mzXML
180227_Blk_MediaBlk_RAC5.mzXML
180227_Smp_116-1_A.mzXML
180227_Smp_116-1_B.mzXML
180227_Smp_116-1_C.mzXML
180227_Smp_3430_A.mzXML
180227_Smp_3430_B.mzXML
180227_Smp_3430_C.mzXML
180227_Smp_Ca_A.mzXML
180227_Smp_Ca_B.mzXML
180227_Smp_Ca_C.mzXML
180227_Smp_Cr_A.mzXML
180227_Smp_Cr_B.mzXML
180227_Smp_Cr_C.mzXML
180227_Smp_Cs_A.mzXML
180227_Smp_Cs_B.mzXML
180227_Smp_Cs_C.mzXML
180227_Smp_P3_A.mzXML
180227_Smp_P3_B.mzXML
180227_Smp_P3_C.mzXML
HILIC_QE_positive
161107_Blk_MediaBlk_A.mzXML
HILIC_QE_positive
161107_Blk_MediaBlk_DiatomA.mzXML
HILIC_QE_positive
161107_Blk_MediaBlk_DiatomB.mzXML
HILIC_QE_positive
161107_Blk_MediaBlk_DiatomC.mzXML
HILIC_QE_positive
161107_Blk_MediaBlk_DiatomYBC.mzXML
HILIC_QE_positive
161107_Blk_MediaBlk_DiatomZ.mzXML
HILIC_QE_positive
161107_Smp_2090_A.mzXML
HILIC_QE_positive
161107_Smp_2090_B.mzXML
HILIC_QE_positive
161107_Smp_2090_C.mzXML
HILIC_QE_positive
161107_Smp_371_A.mzXML
HILIC_QE_positive
161107_Smp_371_B.mzXML
HILIC_QE_positive
161107_Smp_371_C.mzXML
HILIC_QE_positive
161107_Smp_Cy_A.mzXML
HILIC_QE_positive
161107_Smp_Cy_B.mzXML
HILIC_QE_positive
161107_Smp_Cy_C.mzXML
HILIC_QE_positive
161107_Smp_SA30_A.mzXML
HILIC_QE_positive
161107_Smp_SA30_B.mzXML
HILIC_QE_positive
161107_Smp_SA30_C.mzXML
HILIC_QE_positive
161107_Smp_SA33_A.mzXML
HILIC_QE_positive
161107_Smp_SA33_B.mzXML
HILIC_QE_positive
161107_Smp_SA33_C.mzXML
HILIC_QE_positive
161107_Smp_SA42_B.mzXML
HILIC_QE_positive
161107_Smp_SA42_C.mzXML
HILIC_QE_positive
161107_Smp_To_A.mzXML
HILIC_QE_positive
161107_Smp_To_B.mzXML
HILIC_QE_positive
161107_Smp_To_C.mzXML
HILIC_QE_positive
161107_Smp_Tp_A.mzXML
HILIC_QE_positive
161107_Smp_Tp_E.mzXML
HILIC_QE_positive
161107_Smp_Tp_F.mzXML
HILIC_QE_positive
161114_Blk_MediaBlk_A.mzXML
HILIC_QE_positive
161114_Blk_MediaBlk_C.mzXML
HILIC_QE_positive
161114_Smp_7803_B.mzXML
HILIC_QE_positive
161114_Smp_7803_F.mzXML
HILIC_QE_positive
161114_Smp_8102_A.mzXML
HILIC_QE_positive
161114_Smp_8102_F.mzXML
HILIC_QE_positive
161114_Smp_8501_B.mzXML
HILIC_QE_positive
161114_Smp_8501_C.mzXML
HILIC_QE_positive
161114_Smp_8501_D.mzXML
HILIC_QE_positive
161114_Smp_MED4_D.mzXML
HILIC_QE_positive
161114_Smp_MED4_E.mzXML
HILIC_QE_positive
161114_Smp_MED4_F.mzXML
HILIC_QE_positive
161116_Blk_MediaBlk_B.mzXML
HILIC_QE_positive
161116_Smp_SA16_A.mzXML
HILIC_QE_positive
161116_Smp_SA16_B.mzXML
HILIC_QE_positive
161116_Smp_SA16_C.mzXML
HILIC_QE_positive
161116_Smp_SA42_A.mzXML
HILIC_QE_positive
161116_Smp_SA59_A.mzXML
HILIC_QE_positive
161116_Smp_SA59_B.mzXML
HILIC_QE_positive
161116_Smp_SA59_C.mzXML
HILIC_QE_positive
161116_Smp_SA60_A.mzXML
HILIC_QE_positive
161116_Smp_SA60_B.mzXML
HILIC_QE_positive
161116_Smp_SA60_C.mzXML
HILIC_QE_positive
170117_Blk_MediaBlk_A.mzXML
HILIC_QE_positive
170117_Smp_DSS3_A.mzXML
HILIC_QE_positive
170117_Smp_DSS3_B.mzXML
HILIC_QE_positive
170117_Smp_DSS3_C.mzXML
HILIC_QE_positive
170117_Smp_Och_A.mzXML
HILIC_QE_positive
170117_Smp_Och_B.mzXML
HILIC_QE_positive
170117_Smp_Och_C.mzXML
HILIC_QE_positive
170117_Smp_SA11_A.mzXML
HILIC_QE_positive
170117_Smp_SA11_B.mzXML
HILIC_QE_positive
170117_Smp_SA11_C.mzXML
HILIC_QE_positive
170117_Smp_SA36_A.mzXML
HILIC_QE_positive
170117_Smp_SA36_B.mzXML
HILIC_QE_positive
170117_Smp_SA36_C.mzXML
HILIC_QE_positive
170117_Smp_SA44_B.mzXML
HILIC_QE_positive
170117_Smp_SA44_C.mzXML
HILIC_QE_positive
170117_Smp_SA48_A.mzXML
HILIC_QE_positive
170117_Smp_SA48_B.mzXML
HILIC_QE_positive
170117_Smp_SA48_C.mzXML
HILIC_QE_positive
170117_Smp_SA53_A.mzXML
HILIC_QE_positive
170117_Smp_SA53_B.mzXML
HILIC_QE_positive
170117_Smp_SA53_C.mzXML
HILIC_QE_positive
170213_Blk_MediaBlk_B.mzXML
HILIC_QE_positive
170213_Blk_MediaBlk_Pc55x.mzXML
HILIC_QE_positive
170213_Smp_Np_A_rerun.mzXML
HILIC_QE_positive
170213_Smp_Np_C_rerun.mzXML
HILIC_QE_positive
170213_Smp_Np_F.mzXML
HILIC_QE_positive
170213_Smp_Pcx_A.mzXML
HILIC_QE_positive
170213_Smp_Pcx_B.mzXML
HILIC_QE_positive
170213_Smp_Pcx_C.mzXML
HILIC_QE_positive
170213_Smp_Pt_C.mzXML
HILIC_QE_positive
170213_Smp_Pt_F_rerun.mzXML
HILIC_QE_positive
170213_Smp_SA55_A_rerun.mzXML
HILIC_QE_positive
170213_Smp_SA55_B_rerun.mzXML
HILIC_QE_positive
170213_Smp_SA55_C_rerun.mzXML
HILIC_QE_positive
170213_Smp_SA7_A_rerun.mzXML
HILIC_QE_positive
170213_Smp_SA7_B_rerun.mzXML
HILIC_QE_positive
170213_Smp_SA7_C_rerun.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_1314P.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_21.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_49.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_71.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_As9601.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_N.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_Nat.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_O.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_Tp10.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_Tp28.mzXML
HILIC_QE_positive
170821_Blk_FilterBlk_Tp35.mzXML
HILIC_QE_positive
170821_Smp_1314P_A.mzXML
HILIC_QE_positive
170821_Smp_1314P_B.mzXML
HILIC_QE_positive
170821_Smp_1314P_C.mzXML
HILIC_QE_positive
170821_Smp_1314_A.mzXML
HILIC_QE_positive
170821_Smp_1314_B.mzXML
HILIC_QE_positive
170821_Smp_1314_C.mzXML
HILIC_QE_positive
170821_Smp_1545_A.mzXML
HILIC_QE_positive
170821_Smp_1545_B.mzXML
HILIC_QE_positive
170821_Smp_1545_C.mzXML
HILIC_QE_positive
170821_Smp_1771_A.mzXML
HILIC_QE_positive
170821_Smp_1771_B.mzXML
HILIC_QE_positive
170821_Smp_1771_C.mzXML
HILIC_QE_positive
170821_Smp_2021_A.mzXML
HILIC_QE_positive
170821_Smp_2021_B.mzXML
HILIC_QE_positive
170821_Smp_2021_C.mzXML
HILIC_QE_positive
170821_Smp_449_A.mzXML
HILIC_QE_positive
170821_Smp_449_B.mzXML
HILIC_QE_positive
170821_Smp_449_C.mzXML
HILIC_QE_positive
170821_Smp_As9601_A.mzXML
HILIC_QE_positive
170821_Smp_As9601_B.mzXML
HILIC_QE_positive
170821_Smp_As9601_C.mzXML
HILIC_QE_positive
170821_Smp_Nat_A.mzXML
HILIC_QE_positive
170821_Smp_Nat_B.mzXML
HILIC_QE_positive
170821_Smp_Nat_C.mzXML
HILIC_QE_positive
170821_Smp_Tp10_A.mzXML
HILIC_QE_positive
170821_Smp_Tp10_B.mzXML
HILIC_QE_positive
170821_Smp_Tp10_C.mzXML
HILIC_QE_positive
170821_Smp_Tp28_A.mzXML
HILIC_QE_positive
170821_Smp_Tp28_B.mzXML
HILIC_QE_positive
170821_Smp_Tp28_C.mzXML
HILIC_QE_positive
170821_Smp_Tp35_A.mzXML
HILIC_QE_positive
170821_Smp_Tp35_B.mzXML
HILIC_QE_positive
170821_Smp_Tp35_C.mzXML
HILIC_QE_positive
180130_Blk_MediaBlk_1.mzXML
HILIC_QE_positive
180130_Smp_Exp_1.mzXML
HILIC_QE_positive
180130_Smp_Exp_2.mzXML
HILIC_QE_positive
180130_Smp_Exp_3.mzXML
HILIC_QE_positive
180227_Blk_MediaBlk_LInoSi.mzXML
HILIC_QE_positive
180227_Blk_MediaBlk_RAC5.mzXML
HILIC_QE_positive
180227_Smp_116-1_A.mzXML
HILIC_QE_positive
180227_Smp_116-1_B.mzXML
HILIC_QE_positive
180227_Smp_116-1_C.mzXML
HILIC_QE_positive
180227_Smp_3430_A.mzXML
HILIC_QE_positive
180227_Smp_3430_B.mzXML
HILIC_QE_positive
180227_Smp_3430_C.mzXML
HILIC_QE_positive
180227_Smp_Ca_A.mzXML
HILIC_QE_positive
180227_Smp_Ca_B.mzXML
HILIC_QE_positive
180227_Smp_Ca_C.mzXML
HILIC_QE_positive
180227_Smp_Cr_A.mzXML
HILIC_QE_positive
180227_Smp_Cr_B.mzXML
HILIC_QE_positive
180227_Smp_Cr_C.mzXML
HILIC_QE_positive
180227_Smp_Cs_A.mzXML
HILIC_QE_positive
180227_Smp_Cs_B.mzXML
HILIC_QE_positive
180227_Smp_Cs_C.mzXML
HILIC_QE_positive
180227_Smp_P3_A.mzXML
HILIC_QE_positive
180227_Smp_P3_B.mzXML
HILIC_QE_positive
180227_Smp_P3_C.mzXML
RP_QE_positive
161107_Blk_MediaBlk_A.mzXML
RP_QE_positive
161107_Blk_MediaBlk_DiatomA.mzXML
RP_QE_positive
161107_Blk_MediaBlk_DiatomB.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2459/3150 [3:05:31<9:24:41, 49.03s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2460/3150 [3:05:34<7:43:41, 40.32s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2461/3150 [3:05:44<6:28:22, 33.82s/it]
RP_QE_positive
161107_Blk_MediaBlk_DiatomC.mzXML
RP_QE_positive
161107_Blk_MediaBlk_DiatomZ.mzXML
RP_QE_positive
161107_Smp_2090_A.mzXML
RP_QE_positive
161107_Smp_2090_B.mzXML
RP_QE_positive
161107_Smp_2090_C.mzXML
RP_QE_positive
161107_Smp_371_A.mzXML
RP_QE_positive
161107_Smp_371_B.mzXML
RP_QE_positive
161107_Smp_371_C.mzXML
RP_QE_positive
161107_Smp_Cy_A.mzXML
RP_QE_positive
161107_Smp_Cy_B.mzXML
RP_QE_positive
161107_Smp_Cy_C.mzXML
RP_QE_positive
161107_Smp_SA30_A.mzXML
RP_QE_positive
161107_Smp_SA30_B.mzXML
RP_QE_positive
161107_Smp_SA30_C.mzXML
RP_QE_positive
161107_Smp_SA33_A.mzXML
RP_QE_positive
161107_Smp_SA33_B.mzXML
RP_QE_positive
161107_Smp_SA33_C.mzXML
RP_QE_positive
161107_Smp_SA42_B.mzXML
RP_QE_positive
161107_Smp_SA42_C.mzXML
RP_QE_positive
161107_Smp_To_A.mzXML
RP_QE_positive
161107_Smp_To_B.mzXML
RP_QE_positive
161107_Smp_To_C.mzXML
RP_QE_positive
161107_Smp_Tp_A.mzXML
RP_QE_positive
161107_Smp_Tp_E.mzXML
RP_QE_positive
161107_Smp_Tp_F.mzXML
RP_QE_positive
161114_Blk_MediaBlk_A.mzXML
RP_QE_positive
161114_Blk_MediaBlk_C.mzXML
RP_QE_positive
161114_Smp_7803_B.mzXML
RP_QE_positive
161114_Smp_7803_F.mzXML
RP_QE_positive
161114_Smp_8102_A.mzXML
RP_QE_positive
161114_Smp_8102_F.mzXML
RP_QE_positive
161114_Smp_8501_B.mzXML
RP_QE_positive
161114_Smp_8501_C.mzXML
RP_QE_positive
161114_Smp_8501_D.mzXML
RP_QE_positive
161114_Smp_MED4_D.mzXML
RP_QE_positive
161114_Smp_MED4_E.mzXML
RP_QE_positive
161114_Smp_MED4_F.mzXML
RP_QE_positive
161116_Blk_MediaBlk_B.mzXML
RP_QE_positive
161116_Smp_SA16_A.mzXML
RP_QE_positive
161116_Smp_SA16_B.mzXML
RP_QE_positive
161116_Smp_SA16_C.mzXML
RP_QE_positive
161116_Smp_SA42_A.mzXML
RP_QE_positive
161116_Smp_SA59_A.mzXML
RP_QE_positive
161116_Smp_SA59_B.mzXML
RP_QE_positive
161116_Smp_SA59_C.mzXML
RP_QE_positive
161116_Smp_SA60_A.mzXML
RP_QE_positive
161116_Smp_SA60_B.mzXML
RP_QE_positive
161116_Smp_SA60_C.mzXML
RP_QE_positive
170117_Blk_MediaBlk_A.mzXML
RP_QE_positive
170117_Smp_DSS3_A.mzXML
RP_QE_positive
170117_Smp_DSS3_B.mzXML
RP_QE_positive
170117_Smp_DSS3_C.mzXML
RP_QE_positive
170117_Smp_Och_A.mzXML
RP_QE_positive
170117_Smp_Och_B.mzXML
RP_QE_positive
170117_Smp_Och_C.mzXML
RP_QE_positive
170117_Smp_SA11_A.mzXML
RP_QE_positive
170117_Smp_SA11_B.mzXML
RP_QE_positive
170117_Smp_SA11_C.mzXML
RP_QE_positive
170117_Smp_SA36_A.mzXML
RP_QE_positive
170117_Smp_SA36_B.mzXML
RP_QE_positive
170117_Smp_SA36_C.mzXML
RP_QE_positive
170117_Smp_SA44_B.mzXML
RP_QE_positive
170117_Smp_SA44_C.mzXML
RP_QE_positive
170117_Smp_SA48_A.mzXML
RP_QE_positive
170117_Smp_SA48_B.mzXML
RP_QE_positive
170117_Smp_SA48_C.mzXML
RP_QE_positive
170117_Smp_SA53_A.mzXML
RP_QE_positive
170117_Smp_SA53_B.mzXML
RP_QE_positive
170117_Smp_SA53_C.mzXML
RP_QE_positive
170213_Blk_MediaBlk_B.mzXML
RP_QE_positive
170213_Blk_MediaBlk_Pc55x.mzXML
RP_QE_positive
170213_Smp_Np_A_rerun.mzXML
RP_QE_positive
170213_Smp_Np_C_rerun.mzXML
RP_QE_positive
170213_Smp_Np_F.mzXML
RP_QE_positive
170213_Smp_Pcx_A.mzXML
RP_QE_positive
170213_Smp_Pcx_B.mzXML
RP_QE_positive
170213_Smp_Pcx_C.mzXML
RP_QE_positive
170213_Smp_Pt_C.mzXML
RP_QE_positive
170213_Smp_Pt_F_rerun.mzXML
RP_QE_positive
170213_Smp_SA55_A_rerun.mzXML
RP_QE_positive
170213_Smp_SA55_B_rerun.mzXML
RP_QE_positive
170213_Smp_SA55_C_rerun.mzXML
RP_QE_positive
170213_Smp_SA7_A_rerun.mzXML
RP_QE_positive
170213_Smp_SA7_B_rerun.mzXML
RP_QE_positive
170213_Smp_SA7_C_rerun.mzXML
RP_QE_positive
170821_Smp_1314P_A.mzXML
RP_QE_positive
170821_Smp_1314P_B.mzXML
RP_QE_positive
170821_Smp_1314P_C.mzXML
RP_QE_positive
170821_Smp_1314_A.mzXML
RP_QE_positive
170821_Smp_1314_B.mzXML
RP_QE_positive
170821_Smp_1314_C.mzXML
RP_QE_positive
170821_Smp_1545_A.mzXML
RP_QE_positive
170821_Smp_1545_B.mzXML
RP_QE_positive
170821_Smp_1545_C.mzXML
RP_QE_positive
170821_Smp_1771_A.mzXML
RP_QE_positive
170821_Smp_1771_B.mzXML
RP_QE_positive
170821_Smp_1771_C.mzXML
RP_QE_positive
170821_Smp_2021_A.mzXML
RP_QE_positive
170821_Smp_2021_B.mzXML
RP_QE_positive
170821_Smp_2021_C.mzXML
RP_QE_positive
170821_Smp_449_A.mzXML
RP_QE_positive
170821_Smp_449_B.mzXML
RP_QE_positive
170821_Smp_449_C.mzXML
RP_QE_positive
170821_Smp_As9601_A.mzXML
RP_QE_positive
170821_Smp_As9601_B.mzXML
RP_QE_positive
170821_Smp_As9601_C.mzXML
RP_QE_positive
170821_Smp_Nat_A.mzXML
RP_QE_positive
170821_Smp_Nat_B.mzXML
RP_QE_positive
170821_Smp_Nat_C.mzXML
RP_QE_positive
170821_Smp_Tp10_A.mzXML
RP_QE_positive
170821_Smp_Tp10_B.mzXML
RP_QE_positive
170821_Smp_Tp10_C.mzXML
RP_QE_positive
170821_Smp_Tp28_A.mzXML
RP_QE_positive
170821_Smp_Tp28_B.mzXML
RP_QE_positive
170821_Smp_Tp28_C.mzXML
RP_QE_positive
170821_Smp_Tp35_A.mzXML
RP_QE_positive
170821_Smp_Tp35_B.mzXML
RP_QE_positive
170821_Smp_Tp35_C.mzXML
RP_QE_positive
180130_Blk_MediaBlk_1.mzXML
RP_QE_positive
180130_Smp_Exp_1.mzXML
RP_QE_positive
180130_Smp_Exp_2.mzXML
RP_QE_positive
180130_Smp_Exp_3.mzXML
RP_QE_positive
180227_Blk_MediaBlk_LInoSi.mzXML
RP_QE_positive
180227_Blk_MediaBlk_RAC5.mzXML
RP_QE_positive
180227_Smp_116-1_A.mzXML
RP_QE_positive
180227_Smp_116-1_B.mzXML
RP_QE_positive
180227_Smp_116-1_C.mzXML
RP_QE_positive
180227_Smp_3430_A.mzXML
RP_QE_positive
180227_Smp_3430_B.mzXML
RP_QE_positive
180227_Smp_3430_C.mzXML
RP_QE_positive
180227_Smp_Ca_A.mzXML
RP_QE_positive
180227_Smp_Ca_B.mzXML
RP_QE_positive
180227_Smp_Ca_C.mzXML
RP_QE_positive
180227_Smp_Cr_A.mzXML
RP_QE_positive
180227_Smp_Cr_B.mzXML
RP_QE_positive
180227_Smp_Cr_C.mzXML
RP_QE_positive
180227_Smp_Cs_A.mzXML
RP_QE_positive
180227_Smp_Cs_B.mzXML
RP_QE_positive
180227_Smp_Cs_C.mzXML
RP_QE_positive
180227_Smp_P3_A.mzXML
RP_QE_positive
180227_Smp_P3_B.mzXML
RP_QE_positive
180227_Smp_P3_C.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 459
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST003085
Initiating REDU-table generation for AN005044
Rest length is 11
raw file key found.
Initiating REDU-table generation for AN005045
Rest length is 11
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP927.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP928.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP929.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP930.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP931.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP932.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP933.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP934.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP935.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP936.raw
20210915_QEF1_HILIC_eCSF_PolyICuntg_BP937.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST003194
Initiating REDU-table generation for AN005242
Rest length is 16
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
U87 A1-01-4711.d
U87 A3-01-4719.d
U87 A3-02-4720.d
U87 B1-01-4713.d
U87 B1-02-4714.d
U87 B2-02-4718.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 6
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001154
Initiating REDU-table generation for AN001941
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 2/220 [00:00<00:18, 11.92it/s]

Mapping potential matches:   2%|▏         | 4/220 [00:00<00:18, 11.75it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:18, 11.72it/s]

Mapping potential matches:   4%|▎         | 8/220 [00:00<00:18, 11.75it/s]

Mapping potential matches:   5%|▍         | 10/220 [00:00<00:17, 11.79it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:01<00:17, 11.86it/s]

Mapping potential matches:   6%|▋         | 14/220 [00:01<00:17, 11.90it/s]

Mapping potential matches:   7%|▋         | 16/220 [00:01<00:17, 11.89it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:01<00:16, 11.89it/s]

Mapping potential matches:   9%|▉         | 20/220 [00:01<00:16, 11.91it/s]

Mapping potential matches:  10%|█         | 22/220 [00:01<00:16, 11.90it/s]

Mapping potential matches:  11%|█         | 24/220 [00:02<00:16, 11.93it/s]

Mapping potential matches:  12%|█▏        | 26/220 [00:02<00:16, 11.95it/s]

Mapping potential matches:  13%|█▎        | 28/220 [00:02<00:16, 11.96it/s]

Mapping potential matches:  14%|█▎        | 30/220 [00:02<00:15, 11.96it/s]

Mapping potential matches:  15%|█▍        | 32/220 [00:02<00:15, 11.99it/s]

Mapping potential matches:  15%|█▌        | 34/220 [00:02<00:15, 12.03it/s]

Mapping potential matches:  16%|█▋        | 36/220 [00:03<00:15, 12.05it/s]

Mapping potential matches:  17%|█▋        | 38/220 [00:03<00:15, 12.06it/s]

Mapping potential matches:  18%|█▊        | 40/220 [00:03<00:14, 12.07it/s]

Mapping potential matches:  19%|█▉        | 42/220 [00:03<00:14, 12.12it/s]

Mapping potential matches:  20%|██        | 44/220 [00:03<00:14, 12.15it/s]

Mapping potential matches:  21%|██        | 46/220 [00:03<00:14, 12.15it/s]

Mapping potential matches:  22%|██▏       | 48/220 [00:04<00:14, 12.13it/s]

Mapping potential matches:  23%|██▎       | 50/220 [00:04<00:13, 12.16it/s]

Mapping potential matches:  24%|██▎       | 52/220 [00:04<00:13, 12.15it/s]

Mapping potential matches:  25%|██▍       | 54/220 [00:04<00:13, 12.14it/s]

Mapping potential matches:  25%|██▌       | 56/220 [00:04<00:13, 12.11it/s]

Mapping potential matches:  26%|██▋       | 58/220 [00:04<00:13, 12.11it/s]

Mapping potential matches:  27%|██▋       | 60/220 [00:04<00:13, 12.12it/s]

Mapping potential matches:  28%|██▊       | 62/220 [00:05<00:13, 12.13it/s]

Mapping potential matches:  29%|██▉       | 64/220 [00:05<00:12, 12.17it/s]

Mapping potential matches:  30%|███       | 66/220 [00:05<00:12, 11.94it/s]

Mapping potential matches:  31%|███       | 68/220 [00:05<00:12, 11.82it/s]

Mapping potential matches:  32%|███▏      | 70/220 [00:05<00:12, 11.84it/s]

Mapping potential matches:  33%|███▎      | 72/220 [00:06<00:12, 11.89it/s]

Mapping potential matches:  34%|███▎      | 74/220 [00:06<00:12, 11.93it/s]

Mapping potential matches:  35%|███▍      | 76/220 [00:06<00:12, 11.98it/s]

Mapping potential matches:  35%|███▌      | 78/220 [00:06<00:11, 12.01it/s]

Mapping potential matches:  36%|███▋      | 80/220 [00:06<00:11, 12.03it/s]

Mapping potential matches:  37%|███▋      | 82/220 [00:06<00:11, 12.06it/s]

Mapping potential matches:  38%|███▊      | 84/220 [00:06<00:11, 12.08it/s]

Mapping potential matches:  39%|███▉      | 86/220 [00:07<00:11, 12.10it/s]

Mapping potential matches:  40%|████      | 88/220 [00:07<00:10, 12.21it/s]

Mapping potential matches:  41%|████      | 90/220 [00:07<00:10, 12.20it/s]

Mapping potential matches:  42%|████▏     | 92/220 [00:07<00:10, 12.20it/s]

Mapping potential matches:  43%|████▎     | 94/220 [00:07<00:10, 12.30it/s]

Mapping potential matches:  44%|████▎     | 96/220 [00:07<00:10, 12.23it/s]

Mapping potential matches:  45%|████▍     | 98/220 [00:08<00:09, 12.21it/s]

Mapping potential matches:  45%|████▌     | 100/220 [00:08<00:09, 12.26it/s]

Mapping potential matches:  46%|████▋     | 102/220 [00:08<00:09, 12.26it/s]

Mapping potential matches:  47%|████▋     | 104/220 [00:08<00:09, 12.29it/s]

Mapping potential matches:  48%|████▊     | 106/220 [00:08<00:09, 12.27it/s]

Mapping potential matches:  49%|████▉     | 108/220 [00:08<00:09, 12.17it/s]

Mapping potential matches:  50%|█████     | 110/220 [00:09<00:09, 12.14it/s]

Mapping potential matches:  51%|█████     | 112/220 [00:09<00:08, 12.22it/s]

Mapping potential matches:  52%|█████▏    | 114/220 [00:09<00:08, 12.22it/s]

Mapping potential matches:  53%|█████▎    | 116/220 [00:09<00:08, 12.17it/s]

Mapping potential matches:  54%|█████▎    | 118/220 [00:09<00:08, 12.22it/s]

Mapping potential matches:  55%|█████▍    | 120/220 [00:09<00:08, 12.18it/s]

Mapping potential matches:  55%|█████▌    | 122/220 [00:10<00:08, 12.15it/s]

Mapping potential matches:  56%|█████▋    | 124/220 [00:10<00:07, 12.15it/s]

Mapping potential matches:  57%|█████▋    | 126/220 [00:10<00:07, 12.15it/s]

Mapping potential matches:  58%|█████▊    | 128/220 [00:10<00:07, 12.11it/s]

Mapping potential matches:  59%|█████▉    | 130/220 [00:10<00:07, 12.16it/s]

Mapping potential matches:  60%|██████    | 132/220 [00:10<00:07, 12.15it/s]

Mapping potential matches:  61%|██████    | 134/220 [00:11<00:07, 12.13it/s]

Mapping potential matches:  62%|██████▏   | 136/220 [00:11<00:06, 12.13it/s]

Mapping potential matches:  63%|██████▎   | 138/220 [00:11<00:06, 12.11it/s]

Mapping potential matches:  64%|██████▎   | 140/220 [00:11<00:06, 12.11it/s]

Mapping potential matches:  65%|██████▍   | 142/220 [00:11<00:06, 12.17it/s]

Mapping potential matches:  65%|██████▌   | 144/220 [00:11<00:06, 12.25it/s]

Mapping potential matches:  66%|██████▋   | 146/220 [00:12<00:06, 12.23it/s]

Mapping potential matches:  67%|██████▋   | 148/220 [00:12<00:05, 12.17it/s]

Mapping potential matches:  68%|██████▊   | 150/220 [00:12<00:05, 12.19it/s]

Mapping potential matches:  69%|██████▉   | 152/220 [00:12<00:05, 12.13it/s]

Mapping potential matches:  70%|███████   | 154/220 [00:12<00:05, 12.13it/s]

Mapping potential matches:  71%|███████   | 156/220 [00:12<00:05, 12.11it/s]

Mapping potential matches:  72%|███████▏  | 158/220 [00:13<00:05, 12.11it/s]

Mapping potential matches:  73%|███████▎  | 160/220 [00:13<00:04, 12.09it/s]

Mapping potential matches:  74%|███████▎  | 162/220 [00:13<00:04, 12.12it/s]

Mapping potential matches:  75%|███████▍  | 164/220 [00:13<00:04, 12.12it/s]

Mapping potential matches:  75%|███████▌  | 166/220 [00:13<00:04, 12.13it/s]

Mapping potential matches:  76%|███████▋  | 168/220 [00:13<00:04, 12.15it/s]

Mapping potential matches:  77%|███████▋  | 170/220 [00:14<00:04, 12.15it/s]

Mapping potential matches:  78%|███████▊  | 172/220 [00:14<00:03, 12.13it/s]

Mapping potential matches:  79%|███████▉  | 174/220 [00:14<00:03, 12.14it/s]

Mapping potential matches:  80%|████████  | 176/220 [00:14<00:03, 12.16it/s]

Mapping potential matches:  81%|████████  | 178/220 [00:14<00:03, 12.21it/s]

Mapping potential matches:  82%|████████▏ | 180/220 [00:14<00:03, 12.23it/s]

Mapping potential matches:  83%|████████▎ | 182/220 [00:15<00:03, 12.19it/s]

Mapping potential matches:  84%|████████▎ | 184/220 [00:15<00:02, 12.18it/s]

Mapping potential matches:  85%|████████▍ | 186/220 [00:15<00:02, 12.18it/s]

Mapping potential matches:  85%|████████▌ | 188/220 [00:15<00:02, 12.18it/s]

Mapping potential matches:  86%|████████▋ | 190/220 [00:15<00:02, 12.19it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:15<00:02, 12.12it/s]

Mapping potential matches:  88%|████████▊ | 194/220 [00:16<00:02, 12.11it/s]

Mapping potential matches:  89%|████████▉ | 196/220 [00:16<00:01, 12.19it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:16<00:01, 12.29it/s]

Mapping potential matches:  91%|█████████ | 200/220 [00:16<00:01, 12.41it/s]

Mapping potential matches:  92%|█████████▏| 202/220 [00:16<00:01, 12.42it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:16<00:01, 12.45it/s]

Mapping potential matches:  94%|█████████▎| 206/220 [00:16<00:01, 12.46it/s]

Mapping potential matches:  95%|█████████▍| 208/220 [00:17<00:00, 12.46it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:17<00:00, 12.43it/s]

Mapping potential matches:  96%|█████████▋| 212/220 [00:17<00:00, 12.43it/s]

Mapping potential matches:  97%|█████████▋| 214/220 [00:17<00:00, 12.47it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:17<00:00, 12.50it/s]

Mapping potential matches:  99%|█████████▉| 218/220 [00:17<00:00, 12.50it/s]

Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 12.50it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 12.14it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001942
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 2/220 [00:00<00:18, 11.96it/s]

Mapping potential matches:   2%|▏         | 4/220 [00:00<00:17, 12.25it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:17, 12.20it/s]

Mapping potential matches:   4%|▎         | 8/220 [00:00<00:17, 12.16it/s]

Mapping potential matches:   5%|▍         | 10/220 [00:00<00:17, 12.27it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:00<00:17, 12.23it/s]

Mapping potential matches:   6%|▋         | 14/220 [00:01<00:16, 12.24it/s]

Mapping potential matches:   7%|▋         | 16/220 [00:01<00:16, 12.23it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:01<00:16, 12.17it/s]

Mapping potential matches:   9%|▉         | 20/220 [00:01<00:16, 12.10it/s]

Mapping potential matches:  10%|█         | 22/220 [00:01<00:16, 12.07it/s]

Mapping potential matches:  11%|█         | 24/220 [00:01<00:16, 12.01it/s]

Mapping potential matches:  12%|█▏        | 26/220 [00:02<00:16, 11.99it/s]

Mapping potential matches:  13%|█▎        | 28/220 [00:02<00:15, 12.05it/s]

Mapping potential matches:  14%|█▎        | 30/220 [00:02<00:15, 12.14it/s]

Mapping potential matches:  15%|█▍        | 32/220 [00:02<00:15, 12.25it/s]

Mapping potential matches:  15%|█▌        | 34/220 [00:02<00:15, 12.29it/s]

Mapping potential matches:  16%|█▋        | 36/220 [00:02<00:14, 12.43it/s]

Mapping potential matches:  17%|█▋        | 38/220 [00:03<00:14, 12.43it/s]

Mapping potential matches:  18%|█▊        | 40/220 [00:03<00:14, 12.38it/s]

Mapping potential matches:  19%|█▉        | 42/220 [00:03<00:14, 12.43it/s]

Mapping potential matches:  20%|██        | 44/220 [00:03<00:14, 12.46it/s]

Mapping potential matches:  21%|██        | 46/220 [00:03<00:13, 12.49it/s]

Mapping potential matches:  22%|██▏       | 48/220 [00:03<00:13, 12.45it/s]

Mapping potential matches:  23%|██▎       | 50/220 [00:04<00:13, 12.44it/s]

Mapping potential matches:  24%|██▎       | 52/220 [00:04<00:13, 12.43it/s]

Mapping potential matches:  25%|██▍       | 54/220 [00:04<00:13, 12.45it/s]

Mapping potential matches:  25%|██▌       | 56/220 [00:04<00:13, 12.47it/s]

Mapping potential matches:  26%|██▋       | 58/220 [00:04<00:12, 12.51it/s]

Mapping potential matches:  27%|██▋       | 60/220 [00:04<00:12, 12.42it/s]

Mapping potential matches:  28%|██▊       | 62/220 [00:05<00:12, 12.29it/s]

Mapping potential matches:  29%|██▉       | 64/220 [00:05<00:12, 12.24it/s]

Mapping potential matches:  30%|███       | 66/220 [00:05<00:12, 12.23it/s]

Mapping potential matches:  31%|███       | 68/220 [00:05<00:12, 12.24it/s]

Mapping potential matches:  32%|███▏      | 70/220 [00:05<00:12, 12.25it/s]

Mapping potential matches:  33%|███▎      | 72/220 [00:05<00:12, 12.22it/s]

Mapping potential matches:  34%|███▎      | 74/220 [00:06<00:11, 12.20it/s]

Mapping potential matches:  35%|███▍      | 76/220 [00:06<00:11, 12.18it/s]

Mapping potential matches:  35%|███▌      | 78/220 [00:06<00:11, 12.18it/s]

Mapping potential matches:  36%|███▋      | 80/220 [00:06<00:11, 12.11it/s]

Mapping potential matches:  37%|███▋      | 82/220 [00:06<00:11, 11.75it/s]

Mapping potential matches:  38%|███▊      | 84/220 [00:06<00:11, 11.63it/s]

Mapping potential matches:  39%|███▉      | 86/220 [00:07<00:11, 11.70it/s]

Mapping potential matches:  40%|████      | 88/220 [00:07<00:11, 11.79it/s]

Mapping potential matches:  41%|████      | 90/220 [00:07<00:10, 11.89it/s]

Mapping potential matches:  42%|████▏     | 92/220 [00:07<00:10, 11.92it/s]

Mapping potential matches:  43%|████▎     | 94/220 [00:07<00:10, 11.97it/s]

Mapping potential matches:  44%|████▎     | 96/220 [00:07<00:10, 11.99it/s]

Mapping potential matches:  45%|████▍     | 98/220 [00:08<00:10, 12.02it/s]

Mapping potential matches:  45%|████▌     | 100/220 [00:08<00:09, 12.03it/s]

Mapping potential matches:  46%|████▋     | 102/220 [00:08<00:09, 12.05it/s]

Mapping potential matches:  47%|████▋     | 104/220 [00:08<00:09, 12.06it/s]

Mapping potential matches:  48%|████▊     | 106/220 [00:08<00:09, 12.10it/s]

Mapping potential matches:  49%|████▉     | 108/220 [00:08<00:09, 12.13it/s]

Mapping potential matches:  50%|█████     | 110/220 [00:09<00:09, 12.13it/s]

Mapping potential matches:  51%|█████     | 112/220 [00:09<00:08, 12.15it/s]

Mapping potential matches:  52%|█████▏    | 114/220 [00:09<00:08, 12.09it/s]

Mapping potential matches:  53%|█████▎    | 116/220 [00:09<00:08, 12.06it/s]

Mapping potential matches:  54%|█████▎    | 118/220 [00:09<00:08, 12.08it/s]

Mapping potential matches:  55%|█████▍    | 120/220 [00:09<00:08, 12.12it/s]

Mapping potential matches:  55%|█████▌    | 122/220 [00:10<00:08, 12.13it/s]

Mapping potential matches:  56%|█████▋    | 124/220 [00:10<00:07, 12.15it/s]

Mapping potential matches:  57%|█████▋    | 126/220 [00:10<00:07, 12.18it/s]

Mapping potential matches:  58%|█████▊    | 128/220 [00:10<00:07, 12.22it/s]

Mapping potential matches:  59%|█████▉    | 130/220 [00:10<00:07, 12.20it/s]

Mapping potential matches:  60%|██████    | 132/220 [00:10<00:07, 12.12it/s]

Mapping potential matches:  61%|██████    | 134/220 [00:11<00:07, 12.23it/s]

Mapping potential matches:  62%|██████▏   | 136/220 [00:11<00:06, 12.32it/s]

Mapping potential matches:  63%|██████▎   | 138/220 [00:11<00:06, 12.39it/s]

Mapping potential matches:  64%|██████▎   | 140/220 [00:11<00:06, 12.44it/s]

Mapping potential matches:  65%|██████▍   | 142/220 [00:11<00:06, 12.12it/s]

Mapping potential matches:  65%|██████▌   | 144/220 [00:11<00:06, 11.78it/s]

Mapping potential matches:  66%|██████▋   | 146/220 [00:12<00:06, 11.56it/s]

Mapping potential matches:  67%|██████▋   | 148/220 [00:12<00:06, 11.82it/s]

Mapping potential matches:  68%|██████▊   | 150/220 [00:12<00:05, 12.02it/s]

Mapping potential matches:  69%|██████▉   | 152/220 [00:12<00:05, 12.07it/s]

Mapping potential matches:  70%|███████   | 154/220 [00:12<00:05, 12.07it/s]

Mapping potential matches:  71%|███████   | 156/220 [00:12<00:05, 12.10it/s]

Mapping potential matches:  72%|███████▏  | 158/220 [00:13<00:05, 12.08it/s]

Mapping potential matches:  73%|███████▎  | 160/220 [00:13<00:04, 12.12it/s]

Mapping potential matches:  74%|███████▎  | 162/220 [00:13<00:04, 12.20it/s]

Mapping potential matches:  75%|███████▍  | 164/220 [00:13<00:04, 12.22it/s]

Mapping potential matches:  75%|███████▌  | 166/220 [00:13<00:04, 12.21it/s]

Mapping potential matches:  76%|███████▋  | 168/220 [00:13<00:04, 12.24it/s]

Mapping potential matches:  77%|███████▋  | 170/220 [00:13<00:04, 12.24it/s]

Mapping potential matches:  78%|███████▊  | 172/220 [00:14<00:03, 12.23it/s]

Mapping potential matches:  79%|███████▉  | 174/220 [00:14<00:03, 12.25it/s]

Mapping potential matches:  80%|████████  | 176/220 [00:14<00:03, 12.35it/s]

Mapping potential matches:  81%|████████  | 178/220 [00:14<00:03, 12.39it/s]

Mapping potential matches:  82%|████████▏ | 180/220 [00:14<00:03, 12.39it/s]

Mapping potential matches:  83%|████████▎ | 182/220 [00:14<00:03, 12.34it/s]

Mapping potential matches:  84%|████████▎ | 184/220 [00:15<00:02, 12.31it/s]

Mapping potential matches:  85%|████████▍ | 186/220 [00:15<00:02, 12.32it/s]

Mapping potential matches:  85%|████████▌ | 188/220 [00:15<00:02, 12.41it/s]

Mapping potential matches:  86%|████████▋ | 190/220 [00:15<00:02, 12.35it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:15<00:02, 12.29it/s]

Mapping potential matches:  88%|████████▊ | 194/220 [00:15<00:02, 12.35it/s]

Mapping potential matches:  89%|████████▉ | 196/220 [00:16<00:01, 12.30it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:16<00:01, 12.24it/s]

Mapping potential matches:  91%|█████████ | 200/220 [00:16<00:01, 12.27it/s]

Mapping potential matches:  92%|█████████▏| 202/220 [00:16<00:01, 12.24it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:16<00:01, 12.15it/s]

Mapping potential matches:  94%|█████████▎| 206/220 [00:16<00:01, 11.90it/s]

Mapping potential matches:  95%|█████████▍| 208/220 [00:17<00:01, 11.59it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:17<00:00, 11.16it/s]

Mapping potential matches:  96%|█████████▋| 212/220 [00:17<00:00, 11.18it/s]

Mapping potential matches:  97%|█████████▋| 214/220 [00:17<00:00, 11.16it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:17<00:00, 10.92it/s]

Mapping potential matches:  99%|█████████▉| 218/220 [00:18<00:00, 11.12it/s]

Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 11.17it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 12.09it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001943
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 2/220 [00:00<00:18, 11.60it/s]

Mapping potential matches:   2%|▏         | 4/220 [00:00<00:18, 11.78it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:18, 11.83it/s]

Mapping potential matches:   4%|▎         | 8/220 [00:00<00:17, 11.86it/s]

Mapping potential matches:   5%|▍         | 10/220 [00:00<00:17, 11.87it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:01<00:17, 11.89it/s]

Mapping potential matches:   6%|▋         | 14/220 [00:01<00:17, 11.88it/s]

Mapping potential matches:   7%|▋         | 16/220 [00:01<00:17, 11.87it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:01<00:17, 11.86it/s]

Mapping potential matches:   9%|▉         | 20/220 [00:01<00:16, 11.91it/s]

Mapping potential matches:  10%|█         | 22/220 [00:01<00:16, 12.01it/s]

Mapping potential matches:  11%|█         | 24/220 [00:02<00:16, 12.02it/s]

Mapping potential matches:  12%|█▏        | 26/220 [00:02<00:16, 11.99it/s]

Mapping potential matches:  13%|█▎        | 28/220 [00:02<00:16, 11.99it/s]

Mapping potential matches:  14%|█▎        | 30/220 [00:02<00:15, 12.07it/s]

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Mapping potential matches:  15%|█▌        | 34/220 [00:02<00:15, 12.09it/s]

Mapping potential matches:  16%|█▋        | 36/220 [00:03<00:15, 12.07it/s]

Mapping potential matches:  17%|█▋        | 38/220 [00:03<00:15, 11.99it/s]

Mapping potential matches:  18%|█▊        | 40/220 [00:03<00:15, 11.97it/s]

Mapping potential matches:  19%|█▉        | 42/220 [00:03<00:14, 11.91it/s]

Mapping potential matches:  20%|██        | 44/220 [00:03<00:14, 11.92it/s]

Mapping potential matches:  21%|██        | 46/220 [00:03<00:14, 11.88it/s]

Mapping potential matches:  22%|██▏       | 48/220 [00:04<00:14, 11.88it/s]

Mapping potential matches:  23%|██▎       | 50/220 [00:04<00:14, 11.95it/s]

Mapping potential matches:  24%|██▎       | 52/220 [00:04<00:14, 11.99it/s]

Mapping potential matches:  25%|██▍       | 54/220 [00:04<00:13, 12.03it/s]

Mapping potential matches:  25%|██▌       | 56/220 [00:04<00:13, 12.06it/s]

Mapping potential matches:  26%|██▋       | 58/220 [00:04<00:13, 12.08it/s]

Mapping potential matches:  27%|██▋       | 60/220 [00:05<00:13, 12.09it/s]

Mapping potential matches:  28%|██▊       | 62/220 [00:05<00:13, 12.10it/s]

Mapping potential matches:  29%|██▉       | 64/220 [00:05<00:12, 12.10it/s]

Mapping potential matches:  30%|███       | 66/220 [00:05<00:12, 12.08it/s]

Mapping potential matches:  31%|███       | 68/220 [00:05<00:12, 12.07it/s]

Mapping potential matches:  32%|███▏      | 70/220 [00:05<00:12, 12.07it/s]

Mapping potential matches:  33%|███▎      | 72/220 [00:06<00:12, 12.07it/s]

Mapping potential matches:  34%|███▎      | 74/220 [00:06<00:12, 12.03it/s]

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Mapping potential matches:  35%|███▌      | 78/220 [00:06<00:11, 12.00it/s]

Mapping potential matches:  36%|███▋      | 80/220 [00:06<00:11, 12.00it/s]

Mapping potential matches:  37%|███▋      | 82/220 [00:06<00:11, 12.00it/s]

Mapping potential matches:  38%|███▊      | 84/220 [00:07<00:11, 11.99it/s]

Mapping potential matches:  39%|███▉      | 86/220 [00:07<00:11, 11.98it/s]

Mapping potential matches:  40%|████      | 88/220 [00:07<00:11, 11.95it/s]

Mapping potential matches:  41%|████      | 90/220 [00:07<00:10, 11.95it/s]

Mapping potential matches:  42%|████▏     | 92/220 [00:07<00:10, 11.97it/s]

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Mapping potential matches:  45%|████▌     | 100/220 [00:08<00:10, 12.00it/s]

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Mapping potential matches:  48%|████▊     | 106/220 [00:08<00:09, 12.01it/s]

Mapping potential matches:  49%|████▉     | 108/220 [00:09<00:09, 12.03it/s]

Mapping potential matches:  50%|█████     | 110/220 [00:09<00:09, 12.05it/s]

Mapping potential matches:  51%|█████     | 112/220 [00:09<00:08, 12.04it/s]

Mapping potential matches:  52%|█████▏    | 114/220 [00:09<00:08, 12.02it/s]

Mapping potential matches:  53%|█████▎    | 116/220 [00:09<00:08, 12.01it/s]

Mapping potential matches:  54%|█████▎    | 118/220 [00:09<00:08, 11.99it/s]

Mapping potential matches:  55%|█████▍    | 120/220 [00:10<00:08, 11.98it/s]

Mapping potential matches:  55%|█████▌    | 122/220 [00:10<00:08, 11.99it/s]

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Mapping potential matches:  57%|█████▋    | 126/220 [00:10<00:07, 12.06it/s]

Mapping potential matches:  58%|█████▊    | 128/220 [00:10<00:07, 12.03it/s]

Mapping potential matches:  59%|█████▉    | 130/220 [00:10<00:07, 12.03it/s]

Mapping potential matches:  60%|██████    | 132/220 [00:11<00:07, 12.02it/s]

Mapping potential matches:  61%|██████    | 134/220 [00:11<00:07, 12.00it/s]

Mapping potential matches:  62%|██████▏   | 136/220 [00:11<00:07, 11.99it/s]

Mapping potential matches:  63%|██████▎   | 138/220 [00:11<00:06, 11.97it/s]

Mapping potential matches:  64%|██████▎   | 140/220 [00:11<00:06, 11.99it/s]

Mapping potential matches:  65%|██████▍   | 142/220 [00:11<00:06, 12.01it/s]

Mapping potential matches:  65%|██████▌   | 144/220 [00:12<00:06, 11.97it/s]

Mapping potential matches:  66%|██████▋   | 146/220 [00:12<00:06, 11.90it/s]

Mapping potential matches:  67%|██████▋   | 148/220 [00:12<00:06, 11.88it/s]

Mapping potential matches:  68%|██████▊   | 150/220 [00:12<00:05, 11.88it/s]

Mapping potential matches:  69%|██████▉   | 152/220 [00:12<00:05, 11.84it/s]

Mapping potential matches:  70%|███████   | 154/220 [00:12<00:05, 11.72it/s]

Mapping potential matches:  71%|███████   | 156/220 [00:13<00:05, 11.31it/s]

Mapping potential matches:  72%|███████▏  | 158/220 [00:13<00:05, 11.48it/s]

Mapping potential matches:  73%|███████▎  | 160/220 [00:13<00:05, 11.67it/s]

Mapping potential matches:  74%|███████▎  | 162/220 [00:13<00:04, 11.78it/s]

Mapping potential matches:  75%|███████▍  | 164/220 [00:13<00:04, 11.83it/s]

Mapping potential matches:  75%|███████▌  | 166/220 [00:13<00:04, 11.97it/s]

Mapping potential matches:  76%|███████▋  | 168/220 [00:14<00:04, 11.99it/s]

Mapping potential matches:  77%|███████▋  | 170/220 [00:14<00:04, 11.99it/s]

Mapping potential matches:  78%|███████▊  | 172/220 [00:14<00:03, 12.05it/s]

Mapping potential matches:  79%|███████▉  | 174/220 [00:14<00:03, 12.08it/s]

Mapping potential matches:  80%|████████  | 176/220 [00:14<00:03, 12.09it/s]

Mapping potential matches:  81%|████████  | 178/220 [00:14<00:03, 12.12it/s]

Mapping potential matches:  82%|████████▏ | 180/220 [00:15<00:03, 12.14it/s]

Mapping potential matches:  83%|████████▎ | 182/220 [00:15<00:03, 12.14it/s]

Mapping potential matches:  84%|████████▎ | 184/220 [00:15<00:02, 12.14it/s]

Mapping potential matches:  85%|████████▍ | 186/220 [00:15<00:02, 12.13it/s]

Mapping potential matches:  85%|████████▌ | 188/220 [00:15<00:02, 12.10it/s]

Mapping potential matches:  86%|████████▋ | 190/220 [00:15<00:02, 12.10it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:16<00:02, 12.07it/s]

Mapping potential matches:  88%|████████▊ | 194/220 [00:16<00:02, 12.05it/s]

Mapping potential matches:  89%|████████▉ | 196/220 [00:16<00:01, 12.06it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:16<00:01, 12.03it/s]

Mapping potential matches:  91%|█████████ | 200/220 [00:16<00:01, 12.00it/s]

Mapping potential matches:  92%|█████████▏| 202/220 [00:16<00:01, 12.04it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:17<00:01, 12.04it/s]

Mapping potential matches:  94%|█████████▎| 206/220 [00:17<00:01, 12.03it/s]

Mapping potential matches:  95%|█████████▍| 208/220 [00:17<00:00, 12.01it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:17<00:00, 12.00it/s]

Mapping potential matches:  96%|█████████▋| 212/220 [00:17<00:00, 12.01it/s]

Mapping potential matches:  97%|█████████▋| 214/220 [00:17<00:00, 12.05it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:18<00:00, 12.02it/s]

Mapping potential matches:  99%|█████████▉| 218/220 [00:18<00:00, 12.05it/s]

Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 12.08it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 11.99it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001944
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 2/220 [00:00<00:18, 11.91it/s]

Mapping potential matches:   2%|▏         | 4/220 [00:00<00:18, 11.89it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:17, 11.91it/s]

Mapping potential matches:   4%|▎         | 8/220 [00:00<00:17, 11.93it/s]

Mapping potential matches:   5%|▍         | 10/220 [00:00<00:17, 11.95it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:01<00:17, 11.94it/s]

Mapping potential matches:   6%|▋         | 14/220 [00:01<00:17, 11.95it/s]

Mapping potential matches:   7%|▋         | 16/220 [00:01<00:16, 12.02it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:01<00:16, 12.10it/s]

Mapping potential matches:   9%|▉         | 20/220 [00:01<00:16, 12.05it/s]

Mapping potential matches:  10%|█         | 22/220 [00:01<00:16, 12.06it/s]

Mapping potential matches:  11%|█         | 24/220 [00:01<00:16, 12.04it/s]

Mapping potential matches:  12%|█▏        | 26/220 [00:02<00:16, 11.99it/s]

Mapping potential matches:  13%|█▎        | 28/220 [00:02<00:16, 11.96it/s]

Mapping potential matches:  14%|█▎        | 30/220 [00:02<00:15, 11.93it/s]

Mapping potential matches:  15%|█▍        | 32/220 [00:02<00:15, 11.93it/s]

Mapping potential matches:  15%|█▌        | 34/220 [00:02<00:15, 11.96it/s]

Mapping potential matches:  16%|█▋        | 36/220 [00:03<00:15, 11.92it/s]

Mapping potential matches:  17%|█▋        | 38/220 [00:03<00:15, 11.88it/s]

Mapping potential matches:  18%|█▊        | 40/220 [00:03<00:15, 11.85it/s]

Mapping potential matches:  19%|█▉        | 42/220 [00:03<00:15, 11.84it/s]

Mapping potential matches:  20%|██        | 44/220 [00:03<00:14, 11.80it/s]

Mapping potential matches:  21%|██        | 46/220 [00:03<00:14, 11.84it/s]

Mapping potential matches:  22%|██▏       | 48/220 [00:04<00:14, 11.85it/s]

Mapping potential matches:  23%|██▎       | 50/220 [00:04<00:14, 11.84it/s]

Mapping potential matches:  24%|██▎       | 52/220 [00:04<00:14, 11.87it/s]

Mapping potential matches:  25%|██▍       | 54/220 [00:04<00:13, 11.89it/s]

Mapping potential matches:  25%|██▌       | 56/220 [00:04<00:13, 11.89it/s]

Mapping potential matches:  26%|██▋       | 58/220 [00:04<00:13, 11.93it/s]

Mapping potential matches:  27%|██▋       | 60/220 [00:05<00:13, 11.96it/s]

Mapping potential matches:  28%|██▊       | 62/220 [00:05<00:13, 11.92it/s]

Mapping potential matches:  29%|██▉       | 64/220 [00:05<00:13, 11.94it/s]

Mapping potential matches:  30%|███       | 66/220 [00:05<00:12, 11.97it/s]

Mapping potential matches:  31%|███       | 68/220 [00:05<00:12, 11.97it/s]

Mapping potential matches:  32%|███▏      | 70/220 [00:05<00:12, 12.01it/s]

Mapping potential matches:  33%|███▎      | 72/220 [00:06<00:12, 12.00it/s]

Mapping potential matches:  34%|███▎      | 74/220 [00:06<00:12, 11.99it/s]

Mapping potential matches:  35%|███▍      | 76/220 [00:06<00:12, 11.99it/s]

Mapping potential matches:  35%|███▌      | 78/220 [00:06<00:11, 11.99it/s]

Mapping potential matches:  36%|███▋      | 80/220 [00:06<00:11, 11.99it/s]

Mapping potential matches:  37%|███▋      | 82/220 [00:06<00:11, 12.03it/s]

Mapping potential matches:  38%|███▊      | 84/220 [00:07<00:11, 12.07it/s]

Mapping potential matches:  39%|███▉      | 86/220 [00:07<00:11, 12.08it/s]

Mapping potential matches:  40%|████      | 88/220 [00:07<00:10, 12.07it/s]

Mapping potential matches:  41%|████      | 90/220 [00:07<00:10, 12.05it/s]

Mapping potential matches:  42%|████▏     | 92/220 [00:07<00:10, 12.06it/s]

Mapping potential matches:  43%|████▎     | 94/220 [00:07<00:10, 12.08it/s]

Mapping potential matches:  44%|████▎     | 96/220 [00:08<00:10, 12.07it/s]

Mapping potential matches:  45%|████▍     | 98/220 [00:08<00:10, 12.06it/s]

Mapping potential matches:  45%|████▌     | 100/220 [00:08<00:09, 12.08it/s]

Mapping potential matches:  46%|████▋     | 102/220 [00:08<00:09, 12.00it/s]

Mapping potential matches:  47%|████▋     | 104/220 [00:08<00:10, 11.00it/s]

Mapping potential matches:  48%|████▊     | 106/220 [00:08<00:10, 10.94it/s]

Mapping potential matches:  49%|████▉     | 108/220 [00:09<00:09, 11.25it/s]

Mapping potential matches:  50%|█████     | 110/220 [00:09<00:09, 11.41it/s]

Mapping potential matches:  51%|█████     | 112/220 [00:09<00:09, 11.67it/s]

Mapping potential matches:  52%|█████▏    | 114/220 [00:09<00:08, 11.83it/s]

Mapping potential matches:  53%|█████▎    | 116/220 [00:09<00:08, 11.95it/s]

Mapping potential matches:  54%|█████▎    | 118/220 [00:09<00:08, 12.04it/s]

Mapping potential matches:  55%|█████▍    | 120/220 [00:10<00:08, 12.11it/s]

Mapping potential matches:  55%|█████▌    | 122/220 [00:10<00:08, 12.13it/s]

Mapping potential matches:  56%|█████▋    | 124/220 [00:10<00:07, 12.17it/s]

Mapping potential matches:  57%|█████▋    | 126/220 [00:10<00:07, 12.20it/s]

Mapping potential matches:  58%|█████▊    | 128/220 [00:10<00:07, 12.21it/s]

Mapping potential matches:  59%|█████▉    | 130/220 [00:10<00:07, 12.24it/s]

Mapping potential matches:  60%|██████    | 132/220 [00:11<00:07, 12.29it/s]

Mapping potential matches:  61%|██████    | 134/220 [00:11<00:07, 12.28it/s]

Mapping potential matches:  62%|██████▏   | 136/220 [00:11<00:06, 12.25it/s]

Mapping potential matches:  63%|██████▎   | 138/220 [00:11<00:06, 12.24it/s]

Mapping potential matches:  64%|██████▎   | 140/220 [00:11<00:06, 12.26it/s]

Mapping potential matches:  65%|██████▍   | 142/220 [00:11<00:06, 12.21it/s]

Mapping potential matches:  65%|██████▌   | 144/220 [00:12<00:06, 12.17it/s]

Mapping potential matches:  66%|██████▋   | 146/220 [00:12<00:06, 12.13it/s]

Mapping potential matches:  67%|██████▋   | 148/220 [00:12<00:05, 12.21it/s]

Mapping potential matches:  68%|██████▊   | 150/220 [00:12<00:05, 12.25it/s]

Mapping potential matches:  69%|██████▉   | 152/220 [00:12<00:05, 12.26it/s]

Mapping potential matches:  70%|███████   | 154/220 [00:12<00:05, 12.25it/s]

Mapping potential matches:  71%|███████   | 156/220 [00:13<00:05, 12.24it/s]

Mapping potential matches:  72%|███████▏  | 158/220 [00:13<00:05, 12.18it/s]

Mapping potential matches:  73%|███████▎  | 160/220 [00:13<00:04, 12.20it/s]

Mapping potential matches:  74%|███████▎  | 162/220 [00:13<00:04, 12.19it/s]

Mapping potential matches:  75%|███████▍  | 164/220 [00:13<00:04, 12.16it/s]

Mapping potential matches:  75%|███████▌  | 166/220 [00:13<00:04, 12.20it/s]

Mapping potential matches:  76%|███████▋  | 168/220 [00:13<00:04, 12.28it/s]

Mapping potential matches:  77%|███████▋  | 170/220 [00:14<00:04, 12.33it/s]

Mapping potential matches:  78%|███████▊  | 172/220 [00:14<00:03, 12.38it/s]

Mapping potential matches:  79%|███████▉  | 174/220 [00:14<00:03, 12.34it/s]

Mapping potential matches:  80%|████████  | 176/220 [00:14<00:03, 12.34it/s]

Mapping potential matches:  81%|████████  | 178/220 [00:14<00:03, 12.35it/s]

Mapping potential matches:  82%|████████▏ | 180/220 [00:14<00:03, 12.27it/s]

Mapping potential matches:  83%|████████▎ | 182/220 [00:15<00:03, 12.27it/s]

Mapping potential matches:  84%|████████▎ | 184/220 [00:15<00:02, 12.34it/s]

Mapping potential matches:  85%|████████▍ | 186/220 [00:15<00:02, 12.27it/s]

Mapping potential matches:  85%|████████▌ | 188/220 [00:15<00:02, 12.26it/s]

Mapping potential matches:  86%|████████▋ | 190/220 [00:15<00:02, 12.26it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:15<00:02, 12.21it/s]

Mapping potential matches:  88%|████████▊ | 194/220 [00:16<00:02, 12.20it/s]

Mapping potential matches:  89%|████████▉ | 196/220 [00:16<00:01, 12.22it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:16<00:01, 12.24it/s]

Mapping potential matches:  91%|█████████ | 200/220 [00:16<00:01, 12.23it/s]

Mapping potential matches:  92%|█████████▏| 202/220 [00:16<00:01, 12.22it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:16<00:01, 12.20it/s]

Mapping potential matches:  94%|█████████▎| 206/220 [00:17<00:01, 12.18it/s]

Mapping potential matches:  95%|█████████▍| 208/220 [00:17<00:00, 12.18it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:17<00:00, 12.18it/s]

Mapping potential matches:  96%|█████████▋| 212/220 [00:17<00:00, 12.17it/s]

Mapping potential matches:  97%|█████████▋| 214/220 [00:17<00:00, 12.18it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:17<00:00, 12.16it/s]

Mapping potential matches:  99%|█████████▉| 218/220 [00:18<00:00, 12.14it/s]

Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 12.13it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 12.05it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001945
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 2/220 [00:00<00:17, 12.24it/s]

Mapping potential matches:   2%|▏         | 4/220 [00:00<00:17, 12.49it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:17, 12.34it/s]

Mapping potential matches:   4%|▎         | 8/220 [00:00<00:17, 12.28it/s]

Mapping potential matches:   5%|▍         | 10/220 [00:00<00:17, 12.24it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:00<00:17, 12.23it/s]

Mapping potential matches:   6%|▋         | 14/220 [00:01<00:16, 12.18it/s]

Mapping potential matches:   7%|▋         | 16/220 [00:01<00:16, 12.18it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:01<00:16, 12.19it/s]

Mapping potential matches:   9%|▉         | 20/220 [00:01<00:16, 12.17it/s]

Mapping potential matches:  10%|█         | 22/220 [00:01<00:16, 12.17it/s]

Mapping potential matches:  11%|█         | 24/220 [00:01<00:15, 12.25it/s]

Mapping potential matches:  12%|█▏        | 26/220 [00:02<00:15, 12.28it/s]

Mapping potential matches:  13%|█▎        | 28/220 [00:02<00:15, 12.25it/s]

Mapping potential matches:  14%|█▎        | 30/220 [00:02<00:15, 12.23it/s]

Mapping potential matches:  15%|█▍        | 32/220 [00:02<00:15, 12.22it/s]

Mapping potential matches:  15%|█▌        | 34/220 [00:02<00:15, 12.21it/s]

Mapping potential matches:  16%|█▋        | 36/220 [00:02<00:15, 12.21it/s]

Mapping potential matches:  17%|█▋        | 38/220 [00:03<00:14, 12.18it/s]

Mapping potential matches:  18%|█▊        | 40/220 [00:03<00:14, 12.16it/s]

Mapping potential matches:  19%|█▉        | 42/220 [00:03<00:14, 12.14it/s]

Mapping potential matches:  20%|██        | 44/220 [00:03<00:14, 12.12it/s]

Mapping potential matches:  21%|██        | 46/220 [00:03<00:14, 12.11it/s]

Mapping potential matches:  22%|██▏       | 48/220 [00:03<00:14, 12.12it/s]

Mapping potential matches:  23%|██▎       | 50/220 [00:04<00:14, 12.09it/s]

Mapping potential matches:  24%|██▎       | 52/220 [00:04<00:13, 12.07it/s]

Mapping potential matches:  25%|██▍       | 54/220 [00:04<00:14, 11.75it/s]

Mapping potential matches:  25%|██▌       | 56/220 [00:04<00:14, 11.37it/s]

Mapping potential matches:  26%|██▋       | 58/220 [00:04<00:14, 11.41it/s]

Mapping potential matches:  27%|██▋       | 60/220 [00:04<00:13, 11.58it/s]

Mapping potential matches:  28%|██▊       | 62/220 [00:05<00:13, 11.73it/s]

Mapping potential matches:  29%|██▉       | 64/220 [00:05<00:13, 11.81it/s]

Mapping potential matches:  30%|███       | 66/220 [00:05<00:12, 11.88it/s]

Mapping potential matches:  31%|███       | 68/220 [00:05<00:12, 11.94it/s]

Mapping potential matches:  32%|███▏      | 70/220 [00:05<00:12, 11.98it/s]

Mapping potential matches:  33%|███▎      | 72/220 [00:05<00:12, 11.99it/s]

Mapping potential matches:  34%|███▎      | 74/220 [00:06<00:12, 11.99it/s]

Mapping potential matches:  35%|███▍      | 76/220 [00:06<00:11, 12.02it/s]

Mapping potential matches:  35%|███▌      | 78/220 [00:06<00:11, 12.02it/s]

Mapping potential matches:  36%|███▋      | 80/220 [00:06<00:11, 12.02it/s]

Mapping potential matches:  37%|███▋      | 82/220 [00:06<00:11, 12.03it/s]

Mapping potential matches:  38%|███▊      | 84/220 [00:06<00:11, 12.07it/s]

Mapping potential matches:  39%|███▉      | 86/220 [00:07<00:11, 12.07it/s]

Mapping potential matches:  40%|████      | 88/220 [00:07<00:10, 12.08it/s]

Mapping potential matches:  41%|████      | 90/220 [00:07<00:10, 12.04it/s]

Mapping potential matches:  42%|████▏     | 92/220 [00:07<00:10, 12.02it/s]

Mapping potential matches:  43%|████▎     | 94/220 [00:07<00:10, 11.98it/s]

Mapping potential matches:  44%|████▎     | 96/220 [00:07<00:10, 12.00it/s]

Mapping potential matches:  45%|████▍     | 98/220 [00:08<00:10, 12.05it/s]

Mapping potential matches:  45%|████▌     | 100/220 [00:08<00:09, 12.01it/s]

Mapping potential matches:  46%|████▋     | 102/220 [00:08<00:09, 12.02it/s]

Mapping potential matches:  47%|████▋     | 104/220 [00:08<00:09, 12.19it/s]

Mapping potential matches:  48%|████▊     | 106/220 [00:08<00:09, 12.27it/s]

Mapping potential matches:  49%|████▉     | 108/220 [00:08<00:09, 12.38it/s]

Mapping potential matches:  50%|█████     | 110/220 [00:09<00:08, 12.44it/s]

Mapping potential matches:  51%|█████     | 112/220 [00:09<00:08, 12.52it/s]

Mapping potential matches:  52%|█████▏    | 114/220 [00:09<00:08, 12.57it/s]

Mapping potential matches:  53%|█████▎    | 116/220 [00:09<00:08, 12.52it/s]

Mapping potential matches:  54%|█████▎    | 118/220 [00:09<00:08, 12.45it/s]

Mapping potential matches:  55%|█████▍    | 120/220 [00:09<00:08, 12.46it/s]

Mapping potential matches:  55%|█████▌    | 122/220 [00:10<00:07, 12.53it/s]

Mapping potential matches:  56%|█████▋    | 124/220 [00:10<00:07, 12.49it/s]

Mapping potential matches:  57%|█████▋    | 126/220 [00:10<00:07, 12.51it/s]

Mapping potential matches:  58%|█████▊    | 128/220 [00:10<00:07, 12.54it/s]

Mapping potential matches:  59%|█████▉    | 130/220 [00:10<00:07, 12.57it/s]

Mapping potential matches:  60%|██████    | 132/220 [00:10<00:07, 12.51it/s]

Mapping potential matches:  61%|██████    | 134/220 [00:11<00:06, 12.51it/s]

Mapping potential matches:  62%|██████▏   | 136/220 [00:11<00:06, 12.55it/s]

Mapping potential matches:  63%|██████▎   | 138/220 [00:11<00:06, 12.48it/s]

Mapping potential matches:  64%|██████▎   | 140/220 [00:11<00:06, 12.52it/s]

Mapping potential matches:  65%|██████▍   | 142/220 [00:11<00:06, 12.55it/s]

Mapping potential matches:  65%|██████▌   | 144/220 [00:11<00:06, 12.55it/s]

Mapping potential matches:  66%|██████▋   | 146/220 [00:11<00:05, 12.57it/s]

Mapping potential matches:  67%|██████▋   | 148/220 [00:12<00:05, 12.60it/s]

Mapping potential matches:  68%|██████▊   | 150/220 [00:12<00:05, 12.62it/s]

Mapping potential matches:  69%|██████▉   | 152/220 [00:12<00:05, 12.62it/s]

Mapping potential matches:  70%|███████   | 154/220 [00:12<00:05, 12.59it/s]

Mapping potential matches:  71%|███████   | 156/220 [00:12<00:05, 12.49it/s]

Mapping potential matches:  72%|███████▏  | 158/220 [00:12<00:04, 12.50it/s]

Mapping potential matches:  73%|███████▎  | 160/220 [00:13<00:04, 12.57it/s]

Mapping potential matches:  74%|███████▎  | 162/220 [00:13<00:04, 12.63it/s]

Mapping potential matches:  75%|███████▍  | 164/220 [00:13<00:04, 12.40it/s]

Mapping potential matches:  75%|███████▌  | 166/220 [00:13<00:04, 12.05it/s]

Mapping potential matches:  76%|███████▋  | 168/220 [00:13<00:04, 12.16it/s]

Mapping potential matches:  77%|███████▋  | 170/220 [00:13<00:04, 12.29it/s]

Mapping potential matches:  78%|███████▊  | 172/220 [00:14<00:03, 12.46it/s]

Mapping potential matches:  79%|███████▉  | 174/220 [00:14<00:03, 12.55it/s]

Mapping potential matches:  80%|████████  | 176/220 [00:14<00:03, 12.57it/s]

Mapping potential matches:  81%|████████  | 178/220 [00:14<00:03, 12.64it/s]

Mapping potential matches:  82%|████████▏ | 180/220 [00:14<00:03, 12.58it/s]

Mapping potential matches:  83%|████████▎ | 182/220 [00:14<00:03, 12.56it/s]

Mapping potential matches:  84%|████████▎ | 184/220 [00:15<00:02, 12.59it/s]

Mapping potential matches:  85%|████████▍ | 186/220 [00:15<00:02, 12.62it/s]

Mapping potential matches:  85%|████████▌ | 188/220 [00:15<00:02, 12.62it/s]

Mapping potential matches:  86%|████████▋ | 190/220 [00:15<00:02, 12.60it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:15<00:02, 12.47it/s]

Mapping potential matches:  88%|████████▊ | 194/220 [00:15<00:02, 12.39it/s]

Mapping potential matches:  89%|████████▉ | 196/220 [00:15<00:01, 12.45it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:16<00:01, 12.50it/s]

Mapping potential matches:  91%|█████████ | 200/220 [00:16<00:01, 12.53it/s]

Mapping potential matches:  92%|█████████▏| 202/220 [00:16<00:01, 12.58it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:16<00:01, 12.62it/s]

Mapping potential matches:  94%|█████████▎| 206/220 [00:16<00:01, 12.58it/s]

Mapping potential matches:  95%|█████████▍| 208/220 [00:16<00:00, 12.54it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:17<00:00, 12.48it/s]

Mapping potential matches:  96%|█████████▋| 212/220 [00:17<00:00, 12.51it/s]

Mapping potential matches:  97%|█████████▋| 214/220 [00:17<00:00, 12.56it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:17<00:00, 12.59it/s]

Mapping potential matches:  99%|█████████▉| 218/220 [00:17<00:00, 12.48it/s]

Mapping potential matches: 100%|██████████| 220/220 [00:17<00:00, 12.49it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:17<00:00, 12.30it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001946
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 2/220 [00:00<00:17, 12.11it/s]

Mapping potential matches:   2%|▏         | 4/220 [00:00<00:17, 12.29it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:17, 12.27it/s]

Mapping potential matches:   4%|▎         | 8/220 [00:00<00:17, 12.24it/s]

Mapping potential matches:   5%|▍         | 10/220 [00:00<00:17, 11.92it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:01<00:17, 11.74it/s]

Mapping potential matches:   6%|▋         | 14/220 [00:01<00:17, 11.91it/s]

Mapping potential matches:   7%|▋         | 16/220 [00:01<00:16, 12.05it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:01<00:16, 12.17it/s]

Mapping potential matches:   9%|▉         | 20/220 [00:01<00:16, 12.22it/s]

Mapping potential matches:  10%|█         | 22/220 [00:01<00:16, 12.30it/s]

Mapping potential matches:  11%|█         | 24/220 [00:01<00:15, 12.30it/s]

Mapping potential matches:  12%|█▏        | 26/220 [00:02<00:15, 12.25it/s]

Mapping potential matches:  13%|█▎        | 28/220 [00:02<00:15, 12.28it/s]

Mapping potential matches:  14%|█▎        | 30/220 [00:02<00:15, 12.22it/s]

Mapping potential matches:  15%|█▍        | 32/220 [00:02<00:15, 12.21it/s]

Mapping potential matches:  15%|█▌        | 34/220 [00:02<00:15, 12.22it/s]

Mapping potential matches:  16%|█▋        | 36/220 [00:02<00:15, 12.24it/s]

Mapping potential matches:  17%|█▋        | 38/220 [00:03<00:14, 12.30it/s]

Mapping potential matches:  18%|█▊        | 40/220 [00:03<00:14, 12.29it/s]

Mapping potential matches:  19%|█▉        | 42/220 [00:03<00:14, 12.28it/s]

Mapping potential matches:  20%|██        | 44/220 [00:03<00:14, 12.28it/s]

Mapping potential matches:  21%|██        | 46/220 [00:03<00:14, 12.30it/s]

Mapping potential matches:  22%|██▏       | 48/220 [00:03<00:13, 12.30it/s]

Mapping potential matches:  23%|██▎       | 50/220 [00:04<00:13, 12.32it/s]

Mapping potential matches:  24%|██▎       | 52/220 [00:04<00:13, 12.36it/s]

Mapping potential matches:  25%|██▍       | 54/220 [00:04<00:13, 12.45it/s]

Mapping potential matches:  25%|██▌       | 56/220 [00:04<00:13, 12.38it/s]

Mapping potential matches:  26%|██▋       | 58/220 [00:04<00:13, 12.31it/s]

Mapping potential matches:  27%|██▋       | 60/220 [00:04<00:12, 12.35it/s]

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Mapping potential matches:  31%|███       | 68/220 [00:05<00:12, 12.34it/s]

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Mapping potential matches:  85%|████████▍ | 186/220 [00:15<00:02, 12.45it/s]

Mapping potential matches:  85%|████████▌ | 188/220 [00:15<00:02, 12.44it/s]

Mapping potential matches:  86%|████████▋ | 190/220 [00:15<00:02, 12.41it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:15<00:02, 12.33it/s]

Mapping potential matches:  88%|████████▊ | 194/220 [00:15<00:02, 12.30it/s]

Mapping potential matches:  89%|████████▉ | 196/220 [00:15<00:01, 12.36it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:16<00:01, 12.12it/s]

Mapping potential matches:  91%|█████████ | 200/220 [00:16<00:01, 11.78it/s]

Mapping potential matches:  92%|█████████▏| 202/220 [00:16<00:01, 11.78it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:16<00:01, 11.88it/s]

Mapping potential matches:  94%|█████████▎| 206/220 [00:16<00:01, 11.95it/s]

Mapping potential matches:  95%|█████████▍| 208/220 [00:16<00:00, 12.06it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:17<00:00, 12.12it/s]

Mapping potential matches:  96%|█████████▋| 212/220 [00:17<00:00, 12.13it/s]

Mapping potential matches:  97%|█████████▋| 214/220 [00:17<00:00, 12.16it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:17<00:00, 12.20it/s]

Mapping potential matches:  99%|█████████▉| 218/220 [00:17<00:00, 12.25it/s]

Mapping potential matches: 100%|██████████| 220/220 [00:17<00:00, 12.25it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:17<00:00, 12.26it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001947
Rest length is 220
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/220 [00:00<?, ?it/s]

Mapping potential matches:   1%|          | 2/220 [00:00<00:18, 11.84it/s]

Mapping potential matches:   2%|▏         | 4/220 [00:00<00:18, 11.88it/s]

Mapping potential matches:   3%|▎         | 6/220 [00:00<00:18, 11.87it/s]

Mapping potential matches:   4%|▎         | 8/220 [00:00<00:17, 11.88it/s]

Mapping potential matches:   5%|▍         | 10/220 [00:00<00:17, 11.90it/s]

Mapping potential matches:   5%|▌         | 12/220 [00:01<00:17, 11.91it/s]

Mapping potential matches:   6%|▋         | 14/220 [00:01<00:17, 11.91it/s]

Mapping potential matches:   7%|▋         | 16/220 [00:01<00:17, 11.90it/s]

Mapping potential matches:   8%|▊         | 18/220 [00:01<00:16, 11.92it/s]

Mapping potential matches:   9%|▉         | 20/220 [00:01<00:16, 11.93it/s]

Mapping potential matches:  10%|█         | 22/220 [00:01<00:16, 11.93it/s]

Mapping potential matches:  11%|█         | 24/220 [00:02<00:16, 11.92it/s]

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Mapping potential matches:  77%|███████▋  | 170/220 [00:14<00:04, 12.14it/s]

Mapping potential matches:  78%|███████▊  | 172/220 [00:14<00:03, 12.17it/s]

Mapping potential matches:  79%|███████▉  | 174/220 [00:14<00:03, 12.22it/s]

Mapping potential matches:  80%|████████  | 176/220 [00:14<00:03, 12.26it/s]

Mapping potential matches:  81%|████████  | 178/220 [00:14<00:03, 12.25it/s]

Mapping potential matches:  82%|████████▏ | 180/220 [00:14<00:03, 12.24it/s]

Mapping potential matches:  83%|████████▎ | 182/220 [00:15<00:03, 12.23it/s]

Mapping potential matches:  84%|████████▎ | 184/220 [00:15<00:02, 12.12it/s]

Mapping potential matches:  85%|████████▍ | 186/220 [00:15<00:02, 11.85it/s]

Mapping potential matches:  85%|████████▌ | 188/220 [00:15<00:02, 11.61it/s]

Mapping potential matches:  86%|████████▋ | 190/220 [00:15<00:02, 11.50it/s]

Mapping potential matches:  87%|████████▋ | 192/220 [00:15<00:02, 11.40it/s]

Mapping potential matches:  88%|████████▊ | 194/220 [00:16<00:02, 11.36it/s]

Mapping potential matches:  89%|████████▉ | 196/220 [00:16<00:02, 11.34it/s]

Mapping potential matches:  90%|█████████ | 198/220 [00:16<00:01, 11.41it/s]

Mapping potential matches:  91%|█████████ | 200/220 [00:16<00:01, 11.61it/s]

Mapping potential matches:  92%|█████████▏| 202/220 [00:16<00:01, 11.69it/s]

Mapping potential matches:  93%|█████████▎| 204/220 [00:17<00:01, 11.79it/s]

Mapping potential matches:  94%|█████████▎| 206/220 [00:17<00:01, 11.89it/s]

Mapping potential matches:  95%|█████████▍| 208/220 [00:17<00:01, 11.94it/s]

Mapping potential matches:  95%|█████████▌| 210/220 [00:17<00:00, 11.66it/s]

Mapping potential matches:  96%|█████████▋| 212/220 [00:17<00:00, 11.72it/s]

Mapping potential matches:  97%|█████████▋| 214/220 [00:17<00:00, 11.90it/s]

Mapping potential matches:  98%|█████████▊| 216/220 [00:18<00:00, 12.02it/s]

Mapping potential matches:  99%|█████████▉| 218/220 [00:18<00:00, 12.02it/s]

Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 12.00it/s]
Mapping potential matches: 100%|██████████| 220/220 [00:18<00:00, 11.99it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Flenniken001_negCSH_198416_196.raw
Flenniken001_posCSH_198416_196.raw
Flenniken001_posHILIC_198416_196.raw
Flenniken002_negCSH_43709_043.raw
Flenniken002_posCSH_43709_043.raw
Flenniken002_posHILIC_43709_043.raw
Flenniken003_negCSH_115757_187.raw
Flenniken003_posCSH_115757_187.raw
Flenniken003_posHILIC_115757_187.raw
Flenniken004_negCSH_230295_118.raw
Flenniken004_posCSH_230295_118.raw
Flenniken004_posHILIC_230295_118.raw
Flenniken005_negCSH_285069_068.raw
Flenniken005_posCSH_285069_068.raw
Flenniken005_posHILIC_285069_068.raw
Flenniken006_negCSH_511380_165.raw
Flenniken006_posCSH_511380_165.raw
Flenniken006_posHILIC_511380_165.raw
Flenniken007_negCSH_204770_025.raw
Flenniken007_posCSH_204770_025.raw
Flenniken007_posHILIC_204770_025.raw
Flenniken008_negCSH_237716_205.raw
Flenniken008_posCSH_237716_205.raw
Flenniken008_posHILIC_237716_205.raw
Flenniken009_negCSH_345319_151.raw
Flenniken009_posCSH_345319_151.raw
Flenniken009_posHILIC_345319_151.raw
Flenniken010_negCSH_356268_074.raw
Flenniken010_posCSH_356268_074.raw
Flenniken010_posHILIC_356268_074.raw
Flenniken011_negCSH_356272_075.raw
Flenniken011_posCSH_356272_075.raw
Flenniken011_posHILIC_356272_075.raw
Flenniken012_negCSH_447115_131.raw
Flenniken012_posCSH_447115_131.raw
Flenniken012_posHILIC_447115_131.raw
Flenniken013_negCSH_432639_217.raw
Flenniken013_posCSH_432639_217.raw
Flenniken013_posHILIC_432639_217.raw
Flenniken014_negCSH_209532_111.raw
Flenniken014_posCSH_209532_111.raw
Flenniken014_posHILIC_209532_111.raw
Flenniken015_negCSH_349029_212.raw
Flenniken015_posCSH_349029_212.raw
Flenniken015_posHILIC_349029_212.raw
Flenniken016_negCSH_229695_204.raw
Flenniken016_posCSH_229695_204.raw
Flenniken016_posHILIC_229695_204.raw
Flenniken017_negCSH_253688_081.raw
Flenniken017_posCSH_253688_081.raw
Flenniken017_posHILIC_253688_081.raw
Flenniken018_negCSH_432863_090.raw
Flenniken018_posCSH_432863_090.raw
Flenniken018_posHILIC_432863_090.raw
Flenniken019_negCSH_215989_027.raw
Flenniken019_posCSH_215989_027.raw
Flenniken019_posHILIC_215989_027.raw
Flenniken020_negCSH_493977_021.raw
Flenniken020_posCSH_493977_021.raw
Flenniken020_posHILIC_493977_021.raw
Flenniken021_negCSH_38434_182.raw
Flenniken021_posCSH_38434_182.raw
Flenniken021_posHILIC_38434_182.raw
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 883 rows!
Extracted information for 883 samples.
Processing  ST000711
No raw data detected. Ignoring ST000711
Processing  ST000439
No raw data detected. Ignoring ST000439
Processing  ST001747
Initiating REDU-table generation for AN002843
Rest length is 65
raw file key found.
Initiating REDU-table generation for AN002844
Rest length is 65
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AKI lung raw files
3 min neg raw
491.raw
AKI lung raw files
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AKI lung raw files
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540.raw
AKI lung raw files/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2465/3150 [3:08:10<5:44:36, 30.18s/it] 
3 min neg raw
541.raw
AKI lung raw files
3 min neg raw
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AKI lung raw files
3 min neg raw
543.raw
AKI lung raw files
3 min neg raw
544.raw
AKI lung raw files
3 min neg raw
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AKI lung raw files
3 min neg raw
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AKI lung raw files
3 min neg raw
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AKI lung raw files
3 min neg raw
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AKI lung raw files
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AKI lung raw files
3 min neg raw
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AKI lung raw files
3 min neg raw
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AKI lung raw files
3 min neg raw
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
3 min neg raw
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AKI lung raw files
3 min pos raw
491.raw
AKI lung raw files
3 min pos raw
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AKI lung raw files
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AKI lung raw files
3 min pos raw
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
538.raw
AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
541.raw
AKI lung raw files
3 min pos raw
542.raw
AKI lung raw files
3 min pos raw
543.raw
AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
550.raw
AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
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AKI lung raw files
3 min pos raw
559.raw
AKI lung raw files
3 min pos raw
560.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 130 rows!
Extracted information for 130 samples.
Processing  ST002358
Initiating REDU-table generation for AN003850
Rest length is 35
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]

Mapping potential matches:  54%|█████▍    | 19/35 [00:00<00:00, 188.81it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 219.77it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN003851
Rest length is 35
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]

Mapping potential matches:  80%|████████  | 28/35 [00:00<00:00, 276.56it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 276.15it/s]

 78%|███████▊  | 2466/3150 [3:08:11<4:40:27, 24.60s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2468/3150 [3:08:15<3:07:06, 16.46s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002071
No raw data detected. Ignoring ST002071
Processing  ST003026
Initiating REDU-table generation for AN004961
Rest length is 148
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
D Project
D 01-01-9479.d
D Project
D 01-02-9480.d
D Project
D 02-01-9481.d
D Project
D 02-02-9482.d
D Project
D 03-01-9483.d
D Project
D 03-02-9484.d
D Project
D 04-01-9485.d
D Project
D 04-02-9486.d
D Project
D 05-01-9487.d
D Project
D 05-02-9488.d
D Project
D 06-01-9489.d
D Project
D 06-02-9490.d
D Project
D 07-01-9491.d
D Project
D 07-02-9492.d
D Project
D 08-01-9493.d
D Project
D 08-02-9494.d
D Project
D 09-01-9495.d
D Project
D 09-02-9496.d
D Project
D 10-01-9497.d
D Project
D 10-02-9498.d
D Project
D 58-02-9597.d
D Project
D 67-01-9615.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST003108
Initiating REDU-table generation for AN005087
Rest length is 72
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/72 [00:00<?, ?it/s]

Mapping potential matches:  49%|████▊     | 35/72 [00:00<00:00, 342.20it/s]

Mapping potential matches:  97%|█████████▋| 70/72 [00:00<00:00, 346.07it/s]
Mapping potential matches: 100%|██████████| 72/72 [00:00<00:00, 345.20it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005088
Rest length is 72
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/72 [00:00<?, ?it/s]

Mapping potential matches:  49%|████▊     | 35/72 [00:00<00:00, 342.15it/s]

Mapping potential matches:  97%|█████████▋| 70/72 [00:00<00:00, 343.27it/s]
Mapping potential matches: 100%|██████████| 72/72 [00:00<00:00, 342.59it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005089
Rest length is 72
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/72 [00:00<?, ?it/s]

Mapping potential matches:  49%|████▊     | 35/72 [00:00<00:00, 343.26it/s]

Mapping potential matches:  97%|█████████▋| 70/72 [00:00<00:00, 343.69it/s]
Mapping potential matches: 100%|██████████| 72/72 [00:00<00:00, 343.33it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN005090
Rest length is 72
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/72 [00:00<?, ?it/s]

Mapping potential matches:  49%|████▊     | 35/72 [00:00<00:00, 345.80it/s]

Mapping potential matches:  99%|█████████▊| 71/72 [00:00<00:00, 350.07it/s]
Mapping potential matches: 100%|██████████| 72/72 [00:00<00:00, 349.30it/s]

 78%|███████▊  | 2469/3150 [3:08:17<2:34:34, 13.62s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2470/3150 [3:08:19<2:04:54, 11.02s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003260
Initiating REDU-table generation for AN005344
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2021-03-10 19:07:40 .R..A      3514368       552008  Data_MDA-MB-231_PC_PE
210310_MDA_Timecourse_RSL3_PC_dil_1_10_Std_1ul_SFT.wiff
2021-03-11 04:29:28 .R..A      3309568       548746  Data_MDA-MB-231_PC_PE
210310_MDA_Timecourse_RSL3_PE_dil_1_10_Std_1ul_SFT.wiff
2021-03-24 20:49:31 .R..A      3420160       547810  Data_MDA-MB-231_PC_PE
210324_Rescue_Gust_compounds_PC_dil_1_10_std_1ul_SFT.wiff
2021-03-25 06:32:23 .R..A      3416064       570064  Data_MDA-MB-231_PC_PE
210324_Rescue_Gust_compounds_PE_dil_1_10_std_1ul_SFT.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 4 rows!
Extracted information for 4 samples.
Processing  ST000954
Initiating REDU-table generation for AN001564
Rest length is 55
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/55 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/55 [00:00<00:00, 139.26it/s]

Mapping potential matches:  53%|█████▎    | 29/55 [00:00<00:00, 139.79it/s]

Mapping potential matches:  78%|███████▊  | 43/55 [00:00<00:00, 139.18it/s]
Mapping potential matches: 100%|██████████| 55/55 [00:00<00:00, 139.13it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001565
Rest length is 55
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/55 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/55 [00:00<00:00, 138.06it/s]

Mapping potential matches:  51%|█████     | 28/55 [00:00<00:00, 138.98it/s]

Mapping potential matches:  76%|███████▋  | 42/55 [00:00<00:00, 139.41it/s]
Mapping potential matches: 100%|██████████| 55/55 [00:00<00:00, 139.19it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 78%|███████▊  | 2471/3150 [3:08:23<1:45:40,  9.34s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_10[13765511]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_11[13765520]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_12[13765529]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_13[13765547]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_14[13765863]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_15[13765893]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_16[13765902]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_17[13765925]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_18[13765368]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_19[13765377]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_1[13779184]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_20[13765395]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_21[13765414]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_22[13765432]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_23[13765440]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_24[13765745]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_25[13765773]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_26[13765807]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_27[13765815]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_28[13765265]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_29[13765274]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_2[13779193]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_30[13765281]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_31[13765289]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_32[13765316]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_33[13765325]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_34[13765354]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_35[13765181]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_36[13765207]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_37[13765227]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_38[13765247]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_39[13765659]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_3[13779201]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_40[13765668]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_41[13765678]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_42[13765705]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_43[13765714]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_44[13765561]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_45[13765579]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_46[13765605]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_47[13765615]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_48[13765635]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_49[13765645]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_4[13779209]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_50[13765079]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_51[13765107]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_52[13765118]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_53[13765124]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_54[13765162]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_55[13774973]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_5[13779234]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_6[13779260]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_7[13779270]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_8[13765456]n.raw
Blake
raw
QE2_jdg_126_Blake
NEG
QE2_jdg_126_Blake_9[13765466]n.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_10[13765511]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_11[13765520]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_12[13765529]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_13[13765547]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_14[13765863]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_15[13765893]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_16[13765902]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_17[13765925]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_18[13765368]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_19[13765377]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_1[13779184]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_20[13765395]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_21[13765414]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_22[13765432]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_23[13765440]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_24[13765745]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_25[13765773]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_26[13765807]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_27[13765815]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_28[13765265]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_29[13765274]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_2[13779193]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_30[13765281]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_31[13765289]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_32[13765316]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_33[13765325]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_34[13765354]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_35[13765181]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_36[13765207]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_37[13765227]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_38[13765247]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_39[13765659]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_3[13779201]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_40[13765668]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_41[13765678]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_42[13765705]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_43[13765714]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_44[13765561]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_45[13765579]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_46[13765605]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_47[13765615]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_48[13765635]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_49[13765645]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_4[13779209]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_50[13765079]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_51[13765107]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_52[13765118]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_53[13765124]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_54[13765162]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_55[13774973]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_5[13779234]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_6[13779260]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_7[13779270]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_8[13765456]p.raw
Blake
raw
QE2_jdg_126_Blake
POS
QE2_jdg_126_Blake_9[13765466]p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 110 rows!
Extracted information for 110 samples.
Processing  ST003378
No raw data detected. Ignoring ST003378
Processing  ST001082
No raw data detected. Ignoring ST001082
Processing  ST001180
Initiating REDU-table generation for AN001958
Rest length is 6
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 1953.26it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▊  | 2474/3150 [3:08:25<55:30,  4.93s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▊  | 2475/3150 [3:08:27<49:15,  4.38s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▊  | 2476/3150 [3:08:30<45:06,  4.01s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Synechococcus elongatus PCC 11802
PCC 11802 1 PERCENT CO2 R1 T1.wiff
Synechococcus elongatus PCC 11802
PCC 11802 1 PERCENT CO2 R1 T2.wiff
Synechococcus elongatus PCC 11802
PCC 11802 1 PERCENT CO2 R2 T1.wiff
Synechococcus elongatus PCC 11802
PCC 11802 1 PERCENT CO2 R2 T2.wiff
Synechococcus elongatus PCC 11802
PCC 11802 1 PERCENT CO2 R3 T1.wiff
Synechococcus elongatus PCC 11802
PCC 11802 1 PERCENT CO2 R3 T2.wiff
Synechococcus elongatus PCC 11802
PCC 11802 AMBIENT CO2 R1 T1.wiff
Synechococcus elongatus PCC 11802
PCC 11802 AMBIENT CO2 R1 T2.wiff
Synechococcus elongatus PCC 11802
PCC 11802 AMBIENT CO2 R2 T1.wiff
Synechococcus elongatus PCC 11802
PCC 11802 AMBIENT CO2 R2 T2.wiff
Synechococcus elongatus PCC 11802
PCC 11802 AMBIENT CO2 R3 T1.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST001471
Initiating REDU-table generation for AN002447
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
Positive
01_A0_SI_T03-2017_naive_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
02_A1_SI_T03-2017_naive_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
03_A2_SI_T03-2017_naive_170427_UKy_GCB_rep3-quench_pos.raw
raw_data
Positive
04_B0_SI_T03-2017_syn_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
05_B1_SI_T03-2017_syn_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
06_B2_SI_T03-2017_syn_170427_UKy_GCB_rep3-quench_pos.raw
raw_data
Positive
07_C1-1_SI_T03-2017_allo_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
08_C1-2_SI_T03-2017_allo_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
09_C2-0_SI_T03-2017_allo_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
10_B1-0_SI_T04-2017_syn_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
11_B1-1_SI_T04-2017_syn_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
12_B1-2_SI_T04-2017_syn_170427_UKy_GCB_rep3-quench_pos.raw
raw_data
Positive
13_C1-1_SI_T04-2017_allo_170427_UKy_GCB_rep1-quench_pos.raw
raw_data
Positive
14_C1-2_SI_T04-2017_allo_170427_UKy_GCB_rep2-quench_pos.raw
raw_data
Positive
15_C1-20_SI_T04-2017_allo_170427_UKy_GCB_rep3-quench_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST002995
Initiating REDU-table generation for AN004919
Rest length is 24
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004920
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
220505_10_HU_Combinado_1_pos.mzXML
220505_11_HU_Combinado_7_pos.mzXML
220505_12_HU_Combinado_11_pos.mzXML
220505_1_CO_Control_10_pos.mzXML
220505_2_CO_Control_11_pos.mzXML
220505_3_CO_Control_12_pos.mzXML
220505_4_CO_Combinado_8_pos.mzXML
220505_5_CO_Combinado_10_pos.mzXML
220505_6_CO_Combinado_asterisco_pos.mzXML
220505_7_HU_Control_9_pos.mzXML
220505_8_HU_Control_10_pos.mzXML
220505_9_HU_Control_11_pos.mzXML
220510_10_HU_Combinado_1_neg.mzXML
220510_11_HU_Combinado_7_neg.mzXML
220510_12_HU_Combinado_11_neg.mzXML
220510_1_CO_Control_10_neg.mzXML
220510_2_CO_Control_11_neg.mzXML
220510_3_CO_Control_12_neg.mzXML
220510_4_CO_Combinado_8_neg.mzXML
220510_5_CO_Combinado_10_neg.mzXML
220510_6_CO_Combinado_asterisco_neg.mzXML
220510_7_HU_Control_9_neg.mzXML
220510_8_HU_Control_10_neg.mzXML
220510_9_HU_Control_11_neg.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST003313
Initiating REDU-table generation for AN005425
Rest length is 294
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzml_stool
01_16_IIRN_Male_CD_2015.mzML
mzml_stool
02_25_IIRN_Male_CD_2016.mzML
mzml_stool
03_6_IIRN_Male_CD_2017.mzML
mzml_stool
04_13_IIRN_Male_CD_2016.mzML
mzml_stool
06_37_IIRN_Male_CD_2016.mzML
mzml_stool
07_38_IIRN_Female_CD_2015.mzML
mzml_stool
08_20_IIRN_Female_CD_2015.mzML
mzml_stool
09_A303_Lab_Control_Female_Control_2019.mzML
mzml_stool
100_43_IIRN_Female_CD_2015.mzML
mzml_stool
101_12_IIRN_Male_CD_2017.mzML
mzml_stool
102_A312_Lab_Control_Male_Control_2019.mzML
mzml_stool
103_13_IIRN_Male_CD_2016.mzML
mzml_stool
104_36_IIRN_Male_CD_2016.mzML
mzml_stool
105_4_IIRN_Male_CD_2017.mzML
mzml_stool
106_36_IIRN_Male_CD_2016.mzML
mzml_stool
107_19_IIRN_Male_CD_2016.mzML
mzml_stool
108_14_IIRN_Female_CD_2017.mzML
mzml_stool
109_34_IIRN_Male_CD_2016.mzML
mzml_stool
10_18_IIRN_Male_CD_2015.mzML
mzml_stool
10_SMC_FC_A009s2_CD.mzML
mzml_stool
110_32_IIRN_Male_CD_2017.mzML
mzml_stool
111_1_IIRN_Male_CD_2016.mzML
mzml_stool
112_A302_Lab_Control_Female_Control_2019.mzML
mzml_stool
113_33_IIRN_Female_CD_2015.mzML
mzml_stool
114_39_IIRN_Male_CD_2017.mzML
mzml_stool
115_23_IIRN_Female_CD_2016.mzML
mzml_stool
116_42_IIRN_Female_CD_2016.mzML
mzml_stool
117_19_IIRN_Male_CD_2015.mzML
mzml_stool
118_A305_Lab_Control_Female_Control_2019.mzML
mzml_stool
119_1_IIRN_Male_CD_2018.mzML
mzml_stool
11_36_IIRN_Male_CD_2017.mzML
mzml_stool
11_SMC_FC_A066s1_CD.mzML
mzml_stool
120_17_IIRN_Male_CD_2015.mzML
mzml_stool
121_21_IIRN_Female_CD_2015.mzML
mzml_stool
122_7_IIRN_Male_CD_2016.mzML
mzml_stool
123_15_IIRN_Female_CD_2016.mzML
mzml_stool
124_36_IIRN_Male_CD_2016.mzML
mzml_stool
125_S028_SOURCE_Female_Control_2019.mzML
mzml_stool
126_5_IIRN_Female_CD_2016.mzML
mzml_stool
127_35_IIRN_Male_CD_2018.mzML
mzml_stool
128_17_IIRN_Male_CD_2016.mzML
mzml_stool
129_11_IIRN_Male_CD_2015.mzML
mzml_stool
12_16_IIRN_Male_CD_2017.mzML
mzml_stool
12_SMC_FC_A066s2_CD.mzML
mzml_stool
130_14_IIRN_Female_CD_2016.mzML
mzml_stool
131_15_IIRN_Female_CD_2016.mzML
mzml_stool
132_28_IIRN_Female_CD_2017.mzML
mzml_stool
133_14_IIRN_Female_CD_2016.mzML
mzml_stool
134_7_IIRN_Male_CD_2017.mzML
mzml_stool
135_A311_Lab_Control_Male_Control_2019.mzML
mzml_stool
136_35_IIRN_Male_CD_2016.mzML
mzml_stool
137_31_IIRN_Female_CD_2017.mzML
mzml_stool
138_15_IIRN_Female_CD_2015.mzML
mzml_stool
139_42_IIRN_Female_CD_2015.mzML
mzml_stool
13_43_IIRN_Female_CD_2017.mzML
mzml_stool
13_SMC_FC_A066s3_CD.mzML
mzml_stool
140_S050_SOURCE_Female_Control_NI.mzML
mzml_stool
141_18_IIRN_Male_CD_2017.mzML
mzml_stool
142_8_IIRN_Male_CD_2015.mzML
mzml_stool
143_36_IIRN_Male_CD_2015.mzML
mzml_stool
144_4_IIRN_Male_CD_2015.mzML
mzml_stool
145_43_IIRN_Female_CD_2016.mzML
mzml_stool
146_A302_Lab_Control_Female_Control_2019.mzML
mzml_stool
147_16_IIRN_Male_CD_2017.mzML
mzml_stool
148_28_IIRN_Female_CD_2016.mzML
mzml_stool
149_S005_SOURCE_Male_CD_2019.mzML
mzml_stool
14_SMC_FC_A067s1_CD.mzML
mzml_stool
150_12_IIRN_Male_CD_2015.mzML
mzml_stool
151_30_IIRN_Male_CD_2015.mzML
mzml_stool
153_2_IIRN_Male_CD_2015.mzML
mzml_stool
154_26_IIRN_Male_CD_2015.mzML
mzml_stool
155_4_IIRN_Male_CD_2017.mzML
mzml_stool
156_1_IIRN_Male_CD_2018.mzML
mzml_stool
157_A309_Lab_Control_Male_Control_2019.mzML
mzml_stool
158_23_IIRN_Female_CD_2017.mzML
mzml_stool
159_36_IIRN_Male_CD_2015.mzML
mzml_stool
15_7_IIRN_Male_CD_2017.mzML
mzml_stool
15_SMC_FC_A067s2_CD.mzML
mzml_stool
160_24_IIRN_Female_CD_2016.mzML
mzml_stool
161_19_IIRN_Male_CD_2016.mzML
mzml_stool
162_20_IIRN_Female_CD_2016.mzML
mzml_stool
164_29_IIRN_Male_CD_2016.mzML
mzml_stool
165_13_IIRN_Male_CD_2016.mzML
mzml_stool
166_27_IIRN_Female_CD_2017.mzML
mzml_stool
167_A307_Lab_Control_Male_Control_2019.mzML
mzml_stool
168_28_IIRN_Female_CD_2015.mzML
mzml_stool
169_S046_SOURCE_Female_CD_2020.mzML
mzml_stool
170_11_IIRN_Male_CD_2016.mzML
mzml_stool
171_44_IIRN_Female_CD_2016.mzML
mzml_stool
172_22_IIRN_Female_CD_2016.mzML
mzml_stool
173_37_IIRN_Male_CD_2017.mzML
mzml_stool
174_5_IIRN_Female_CD_2018.mzML
mzml_stool
175_5_IIRN_Female_CD_2015.mzML
mzml_stool
176_12_IIRN_Male_CD_2016.mzML
mzml_stool
177_S001_SOURCE_Female_CD_2019.mzML
mzml_stool
178_44_IIRN_Female_CD_2015.mzML
mzml_stool
179_34_IIRN_Male_CD_2017.mzML
mzml_stool
180_1_IIRN_Male_CD_2016.mzML
mzml_stool
181_7_IIRN_Male_CD_2015.mzML
mzml_stool
183_25_IIRN_Male_CD_2015.mzML
mzml_stool
184_37_IIRN_Male_CD_2017.mzML
mzml_stool
185_S047_SOURCE_Female_Control_NI.mzML
mzml_stool
187_43_IIRN_Female_CD_2017.mzML
mzml_stool
188_5_IIRN_Female_CD_2017.mzML
mzml_stool
18_4_IIRN_Male_CD_2016.mzML
mzml_stool
190_6_IIRN_Male_CD_2015.mzML
mzml_stool
191_13_IIRN_Male_CD_2015.mzML
mzml_stool
192_5_IIRN_Female_CD_2018.mzML
mzml_stool
193_S020_SOURCE_Male_CD_2019.mzML
mzml_stool
194_30_IIRN_Male_CD_2017.mzML
mzml_stool
195_27_IIRN_Female_CD_2015.mzML
mzml_stool
196_A304_Lab_Control_Female_Control_2020.mzML
mzml_stool
197_9_IIRN_Female_CD_2017.mzML
mzml_stool
198_25_IIRN_Male_CD_2017.mzML
mzml_stool
199_41_IIRN_Male_CD_2017.mzML
mzml_stool
1_SMC_FC_A301s1_Control.mzML
mzml_stool
200_34_IIRN_Male_CD_2015.mzML
mzml_stool
201_24_IIRN_Female_CD_2015.mzML
mzml_stool
202_35_IIRN_Male_CD_2015.mzML
mzml_stool
203_A304_Lab_Control_Female_Control_2020.mzML
mzml_stool
204_11_IIRN_Male_CD_2016.mzML
mzml_stool
206_32_IIRN_Male_CD_2017.mzML
mzml_stool
207_21_IIRN_Female_CD_2017.mzML
mzml_stool
208_S054_SOURCE_Female_CD_NI.mzML
mzml_stool
209_24_IIRN_Female_CD_2017.mzML
mzml_stool
20_35_IIRN_Male_CD_2016.mzML
mzml_stool
210_18_IIRN_Male_CD_2016.mzML
mzml_stool
211_26_IIRN_Male_CD_2015.mzML
mzml_stool
212_10_IIRN_Female_CD_2015.mzML
mzml_stool
213_38_IIRN_Female_CD_2016.mzML
mzml_stool
214_5_IIRN_Female_CD_2016.mzML
mzml_stool
215_A306_Lab_Control_Male_Control_2019.mzML
mzml_stool
216_43_IIRN_Female_CD_2015.mzML
mzml_stool
217_32_IIRN_Male_CD_2015.mzML
mzml_stool
218_41_IIRN_Male_CD_2017.mzML
mzml_stool
219_28_IIRN_Female_CD_2017.mzML
mzml_stool
21_A308_Lab_Control_Female_Control_2020.mzML
mzml_stool
220_1_IIRN_Male_CD_2017.mzML
mzml_stool
221_4_IIRN_Male_CD_2015.mzML
mzml_stool
222_27_IIRN_Female_CD_2016.mzML
mzml_stool
224_A308_Lab_Control_Female_Control_2020.mzML
mzml_stool
225_43_IIRN_Female_CD_2016.mzML
mzml_stool
226_37_IIRN_Male_CD_2015.mzML
mzml_stool
227_21_IIRN_Female_CD_2015.mzML
mzml_stool
228_S006_SOURCE_Male_Control_2019.mzML
mzml_stool
229_9_IIRN_Female_CD_2015.mzML
mzml_stool
22_2_IIRN_Male_CD_2015.mzML
mzml_stool
230_24_IIRN_Female_CD_2015.mzML
mzml_stool
231_S053_SOURCE_Male_CD_NI.mzML
mzml_stool
232_45_IIRN_Male_CD_2015.mzML
mzml_stool
233_A313_Lab_Control_Female_Control_2019.mzML
mzml_stool
234_2_IIRN_Male_CD_2017.mzML
mzml_stool
235_7_IIRN_Male_CD_2016.mzML
mzml_stool
236_25_IIRN_Male_CD_2015.mzML
mzml_stool
237_31_IIRN_Female_CD_2016.mzML
mzml_stool
238_7_IIRN_Male_CD_2017.mzML
mzml_stool
239_17_IIRN_Male_CD_2015.mzML
mzml_stool
23_17_IIRN_Male_CD_2017.mzML
mzml_stool
240_13_IIRN_Male_CD_2015.mzML
mzml_stool
241_35_IIRN_Male_CD_2015.mzML
mzml_stool
242_S038_SOURCE_Male_Control_2020.mzML
mzml_stool
243_14_IIRN_Female_CD_2015.mzML
mzml_stool
244_32_IIRN_Male_CD_2017.mzML
mzml_stool
245_S011_SOURCE_Female_CD_2019.mzML
mzml_stool
246_31_IIRN_Female_CD_2016.mzML
mzml_stool
247_17_IIRN_Male_CD_2016.mzML
mzml_stool
248_A303_Lab_Control_Female_Control_2019.mzML
mzml_stool
249_29_IIRN_Male_CD_2015.mzML
mzml_stool
24_4_IIRN_Male_CD_2016.mzML
mzml_stool
250_3_IIRN_Male_CD_2016.mzML
mzml_stool
251_5_IIRN_Female_CD_2016.mzML
mzml_stool
252_27_IIRN_Female_CD_2017.mzML
mzml_stool
253_35_IIRN_Male_CD_2016.mzML
mzml_stool
254_14_IIRN_Female_CD_2017.mzML
mzml_stool
255_29_IIRN_Male_CD_2017.mzML
mzml_stool
256_S031_SOURCE_Male_Control_2019.mzML
mzml_stool
257_30_IIRN_Male_CD_2016.mzML
mzml_stool
258_A302_Lab_Control_Female_Control_2018.mzML
mzml_stool
259_23_IIRN_Female_CD_2015.mzML
mzml_stool
25_44_IIRN_Female_CD_2015.mzML
mzml_stool
260_29_IIRN_Male_CD_2016.mzML
mzml_stool
261_2_IIRN_Male_CD_2016.mzML
mzml_stool
262_9_IIRN_Female_CD_2016.mzML
mzml_stool
263_S044_SOURCE_Male_Control_2020.mzML
mzml_stool
264_13_IIRN_Male_CD_2015.mzML
mzml_stool
265_38_IIRN_Female_CD_2017.mzML
mzml_stool
266_40_IIRN_Male_CD_2015.mzML
mzml_stool
267_44_IIRN_Female_CD_2016.mzML
mzml_stool
268_S040_SOURCE_Male_CD_2020.mzML
mzml_stool
269_30_IIRN_Male_CD_2016.mzML
mzml_stool
26_S032_SOURCE_Female_Control_2019.mzML
mzml_stool
270_36_IIRN_Male_CD_2015.mzML
mzml_stool
271_A308_Lab_Control_Female_Control_2020.mzML
mzml_stool
272_20_IIRN_Female_CD_2016.mzML
mzml_stool
273_26_IIRN_Male_CD_2015.mzML
mzml_stool
274_18_IIRN_Male_CD_2015.mzML
mzml_stool
275_4_IIRN_Male_CD_2017.mzML
mzml_stool
277_12_IIRN_Male_CD_2017.mzML
mzml_stool
278_A306_Lab_Control_Male_Control_2019.mzML
mzml_stool
279_3_IIRN_Male_CD_2016.mzML
mzml_stool
27_5_IIRN_Female_CD_2015.mzML
mzml_stool
280_25_IIRN_Male_CD_2016.mzML
mzml_stool
281_5_IIRN_Female_CD_2017.mzML
mzml_stool
282_S042_SOURCE_Female_CD_2020.mzML
mzml_stool
283_6_IIRN_Male_CD_2016.mzML
mzml_stool
284_2_IIRN_Male_CD_2016.mzML
mzml_stool
285_31_IIRN_Female_CD_2016.mzML
mzml_stool
286_11_IIRN_Male_CD_2016.mzML
mzml_stool
287_A309_Lab_Control_Male_Control_2019.mzML
mzml_stool
288_20_IIRN_Female_CD_2017.mzML
mzml_stool
289_27_IIRN_Female_CD_2015.mzML
mzml_stool
28_1_IIRN_Male_CD_2017.mzML
mzml_stool
290_28_IIRN_Female_CD_2016.mzML
mzml_stool
291_30_IIRN_Male_CD_2017.mzML
mzml_stool
292_41_IIRN_Male_CD_2016.mzML
mzml_stool
293_S007_SOURCE_Female_CD_2019.mzML
mzml_stool
294_20_IIRN_Female_CD_2015.mzML
mzml_stool
295_29_IIRN_Male_CD_2016.mzML
mzml_stool
296_2_IIRN_Male_CD_2017.mzML
mzml_stool
297_A304_Lab_Control_Female_Control_2019.mzML
mzml_stool
2_SMC_FC_A301s2_Control.mzML
mzml_stool
30_34_IIRN_Male_CD_2017.mzML
mzml_stool
31_31_IIRN_Female_CD_2017.mzML
mzml_stool
32_S055_SOURCE_Female_CD_NI.mzML
mzml_stool
33_25_IIRN_Male_CD_2015.mzML
mzml_stool
34_27_IIRN_Female_CD_2017.mzML
mzml_stool
35_A311_Lab_Control_Male_Control_NI.mzML
mzml_stool
36_1_IIRN_Male_CD_2015.mzML
mzml_stool
37_4_IIRN_Male_CD_2016.mzML
mzml_stool
38_37_IIRN_Male_CD_2017.mzML
mzml_stool
39_19_IIRN_Male_CD_2015.mzML
mzml_stool
3_SMC_FC_A304s1_Control.mzML
mzml_stool
40_16_IIRN_Male_CD_2016.mzML
mzml_stool
41_7_IIRN_Male_CD_2016.mzML
mzml_stool
42_23_IIRN_Female_CD_2016.mzML
mzml_stool
43_9_IIRN_Female_CD_2016.mzML
mzml_stool
44_S057_SOURCE_Male_Control_NI.mzML
mzml_stool
45_33_IIRN_Female_CD_2015.mzML
mzml_stool
46_36_IIRN_Male_CD_2016.mzML
mzml_stool
47_21_IIRN_Female_CD_2016.mzML
mzml_stool
48_31_IIRN_Female_CD_2015.mzML
mzml_stool
49_14_IIRN_Female_CD_2015.mzML
mzml_stool
4_SMC_FC_A304s2_Control.mzML
mzml_stool
50_23_IIRN_Female_CD_2015.mzML
mzml_stool
51_S030_SOURCE_Female_Control_2019.mzML
mzml_stool
52_26_IIRN_Male_CD_2017.mzML
mzml_stool
53_32_IIRN_Male_CD_2017.mzML
mzml_stool
55_28_IIRN_Female_CD_2015.mzML
mzml_stool
56_39_IIRN_Male_CD_2016.mzML
mzml_stool
57_A363_Lab_Control_Female_Control_2020.mzML
mzml_stool
58_1_IIRN_Male_CD_2015.mzML
mzml_stool
59_3_IIRN_Male_CD_2016.mzML
mzml_stool
5_SMC_FC_A305s1_Control.mzML
mzml_stool
60_20_IIRN_Female_CD_2016.mzML
mzml_stool
61_19_IIRN_Male_CD_2016.mzML
mzml_stool
62_28_IIRN_Female_CD_2018.mzML
mzml_stool
63_S029_SOURCE_Male_Control_2019.mzML
mzml_stool
65_32_IIRN_Male_CD_2016.mzML
mzml_stool
67_24_IIRN_Female_CD_2017.mzML
mzml_stool
68_23_IIRN_Female_CD_2017.mzML
mzml_stool
69_A313_Lab_Control_Female_Control_NI.mzML
mzml_stool
70_34_IIRN_Male_CD_2015.mzML
mzml_stool
71_30_IIRN_Male_CD_2017.mzML
mzml_stool
72_16_IIRN_Male_CD_2016.mzML
mzml_stool
73_42_IIRN_Female_CD_2016.mzML
mzml_stool
74_32_IIRN_Male_CD_2015.mzML
mzml_stool
75_32_IIRN_Male_CD_2016.mzML
mzml_stool
76_39_IIRN_Male_CD_NI.mzML
mzml_stool
77_31_IIRN_Female_CD_2010.mzML
mzml_stool
78_11_IIRN_Male_CD_2017.mzML
mzml_stool
79_14_IIRN_Female_CD_2017.mzML
mzml_stool
7_SMC_FC_A308s1_Control.mzML
mzml_stool
80_41_IIRN_Male_CD_2015.mzML
mzml_stool
81_9_IIRN_Female_CD_2016.mzML
mzml_stool
82_15_IIRN_Female_CD_2016.mzML
mzml_stool
83_29_IIRN_Male_CD_2016.mzML
mzml_stool
84_37_IIRN_Male_CD_2016.mzML
mzml_stool
85_A301_Lab_Control_Female_Control_2019.mzML
mzml_stool
86_38_IIRN_Female_CD_2015.mzML
mzml_stool
87_42_IIRN_Female_CD_2015.mzML
mzml_stool
88_34_IIRN_Male_CD_2015.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▊  | 2477/3150 [3:08:34<46:04,  4.11s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▊  | 2478/3150 [3:08:37<41:34,  3.71s/it]
 79%|███████▊  | 2479/3150 [3:08:37<30:47,  2.75s/it]
 79%|███████▉  | 2483/3150 [3:08:37<12:20,  1.11s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▉  | 2485/3150 [3:08:42<16:03,  1.45s/it]
mzml_stool
89_19_IIRN_Male_CD_2015.mzML
mzml_stool
8_SMC_FC_A308s2_Control.mzML
mzml_stool
90_S051_SOURCE_Male_Control_NI.mzML
mzml_stool
91_38_IIRN_Female_CD_2016.mzML
mzml_stool
92_30_IIRN_Male_CD_2016.mzML
mzml_stool
93_2_IIRN_Male_CD_2016.mzML
mzml_stool
94_34_IIRN_Male_CD_2016.mzML
mzml_stool
95_3_IIRN_Male_CD_2015.mzML
mzml_stool
96_3_IIRN_Male_CD_2016.mzML
mzml_stool
97_27_IIRN_Female_CD_2018.mzML
mzml_stool
98_15_IIRN_Female_CD_2016.mzML
mzml_stool
99_S002_SOURCE_Female_Control_2019.mzML
mzml_stool
9_SMC_FC_A009s1_CD.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 294 rows!
Extracted information for 294 samples.
Processing  ST003485
Initiating REDU-table generation for AN005723
Rest length is 21
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
DS1-52 raw files
DS1-52-010+.raw
DS1-52 raw files
DS1-52-011+.raw
DS1-52 raw files
DS1-52-012+.raw
DS1-52 raw files
DS1-52-022+.raw
DS1-52 raw files
DS1-52-023+.raw
DS1-52 raw files
DS1-52-024+.raw
DS1-52 raw files
DS1-52-025+.raw
DS1-52 raw files
DS1-52-026+.raw
DS1-52 raw files
DS1-52-027+.raw
DS1-52 raw files
DS1-52-028+.raw
DS1-52 raw files
DS1-52-029+.raw
DS1-52 raw files
DS1-52-030+.raw
DS1-52 raw files
DS1-52-034+.raw
DS1-52 raw files
DS1-52-035+.raw
DS1-52 raw files
DS1-52-036+.raw
DS1-52 raw files
DS1-52-037+.raw
DS1-52 raw files
DS1-52-038+.raw
DS1-52 raw files
DS1-52-039+.raw
DS1-52 raw files
DS1-52-040+.raw
DS1-52 raw files
DS1-52-041+.raw
DS1-52 raw files
DS1-52-042+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST000323
No raw data detected. Ignoring ST000323
Processing  ST000774
No raw data detected. Ignoring ST000774
Processing  ST002600
No raw data detected. Ignoring ST002600
Processing  ST000366
No raw data detected. Ignoring ST000366
Processing  ST002480
No raw data detected. Ignoring ST002480
Processing  ST002557
No raw data detected. Ignoring ST002557
Processing  ST003542
Initiating REDU-table generation for AN005814
Rest length is 80
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005815
Rest length is 80
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005816
Rest length is 80
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005817
Rest length is 80
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Control
Control_HILIC_Positive_Sample1.mzML
Control
Control_HILIC_Positive_Sample10.mzML
Control
Control_HILIC_Positive_Sample2.mzML
Control
Control_HILIC_Positive_Sample3.mzML
Control
Control_HILIC_Positive_Sample4.mzML
Control
Control_HILIC_Positive_Sample5.mzML
Control
Control_HILIC_Positive_Sample6.mzML
Control
Control_HILIC_Positive_Sample7.mzML
Control
Control_HILIC_Positive_Sample8.mzML
Control
Control_HILIC_Positive_Sample9.mzML
Control
Control_RPLC_Negative_Sample1.mzML
Control
Control_RPLC_Negative_Sample10.mzML
Control
Control_RPLC_Negative_Sample2.mzML
Control
Control_RPLC_Negative_Sample3.mzML
Control
Control_RPLC_Negative_Sample4.mzML
Control
Control_RPLC_Negative_Sample5.mzML
Control
Control_RPLC_Negative_Sample6.mzML
Control
Control_RPLC_Negative_Sample7.mzML
Control
Control_RPLC_Negative_Sample8.mzML
Control
Control_RPLC_Negative_Sample9.mzML
Control
Control_RPLC_Positive_Sample1.mzML
Control
Control_RPLC_Positive_Sample10.mzML
Control
Control_RPLC_Positive_Sample2.mzML
Control
Control_RPLC_Positive_Sample3.mzML
Control
Control_RPLC_Positive_Sample4.mzML
Control
Control_RPLC_Positive_Sample5.mzML
Control
Control_RPLC_Positive_Sample6.mzML
Control
Control_RPLC_Positive_Sample7.mzML
Control
Control_RPLC_Positive_Sample8.mzML
Control
Control_RPLC_Positive_Sample9.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample1.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample10.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample2.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample3.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample4.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample5.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample6.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample7.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample8.mzML
HILIC_Negative_Control
Control_HILIC_Negative_Sample9.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample1.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample10.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample2.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample3.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample4.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample5.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample6.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample7.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample8.mzML
HILIC_Negative_Unexplained Infertility
Unexplained Infertility_HILIC_Negative_Sample9.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample1.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample10.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample2.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample3.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample4.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample5.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample6.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample7.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample8.mzML
Unexplained Infertility
Unexplained Infertility_HILIC_Positive_Sample9.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample1.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample10.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample2.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample3.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample4.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample5.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample6.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample7.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample8.mzML
Unexplained Infertility
Unexplained Infertility_RPLC_Negative_Sample9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 70 rows!
Extracted information for 70 samples.
Processing  ST002750
No raw data detected. Ignoring ST002750
Processing  ST000289
Initiating REDU-table generation for AN000460
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 449.83it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000461
Rest length is 12
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 481.32it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▉  | 2487/3150 [3:08:45<16:08,  1.46s/it]
 79%|███████▉  | 2490/3150 [3:08:45<09:55,  1.11it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000289
Data
NEG
mzML
QE2_VYR_4_10[Stewart_WT_tube_604_2]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_11[Stewart_27kDPDKRNAi_#1_tube_604_1]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_12[Stewart_27kDPDKRNAi_#1_tube_604_2]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_1[Stewart_WT_tube_1515_1]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_2[Stewart_WT_tube_1515_2]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_3[Stewart_27kDPDKRNAi_#33_tube_1515_1]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_4[Stewart_27kDPDKRNAi_#33_tube_1515_2]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_5[Stewart_WT_tube_1019_1]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_6[Stewart_WT_tube_1019_2]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_7[Stewart_27kDPDKRNAi_#1_tube_1019_1]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_8[Stewart_27kDPDKRNAi_#1_tube_1019_2]n.mzML
ST000289
Data
NEG
mzML
QE2_VYR_4_9[Stewart_WT_tube_604_1]n.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_10[Stewart_WT_tube_604_2]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_11[Stewart_27kDPDKRNAi_#1_tube_604_1]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_12[Stewart_27kDPDKRNAi_#1_tube_604_2]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_1[Stewart_WT_tube_1515_1]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_2[Stewart_WT_tube_1515_2]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_3[Stewart_27kDPDKRNAi_#33_tube_1515_1]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_4[Stewart_27kDPDKRNAi_#33_tube_1515_2]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_5[Stewart_WT_tube_1019_1]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_6[Stewart_WT_tube_1019_2]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_7[Stewart_27kDPDKRNAi_#1_tube_1019_1]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_8[Stewart_27kDPDKRNAi_#1_tube_1019_2]p.mzML
ST000289
Data
POS
mzML
QE2_VYR_4_9[Stewart_WT_tube_604_1]p.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST000895
No raw data detected. Ignoring ST000895
Processing  ST000736
No raw data detected. Ignoring ST000736
Processing  ST002718
No raw data detected. Ignoring ST002718
Processing  ST000825
No raw data detected. Ignoring ST000825
Processing  ST002841
Initiating REDU-table generation for AN004649
Rest length is 30
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/30 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 30/30 [00:00<00:00, 410.08it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004650
Rest length is 30
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/30 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 30/30 [00:00<00:00, 410.25it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▉  | 2492/3150 [3:08:48<11:36,  1.06s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AJS_Mn_Experiment_replicate2
PSd_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
PSd_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
PSd_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
PSd_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
PSe_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
PSe_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
PSe_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
PSe_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
PSf_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
PSf_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
PSf_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
PSf_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Sd_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Sd_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Sd_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Sd_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Se_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Se_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Se_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Se_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Sf_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Sf_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Sf_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Sf_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
WTd_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
WTd_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
WTd_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
WTd_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
WTe_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
WTe_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
WTe_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
WTe_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
WTf_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
WTf_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
WTf_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
WTf_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
YSd_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
YSd_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
YSd_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
YSd_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
YSe_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
YSe_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
YSe_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
YSe_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
YSf_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
YSf_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
YSf_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
YSf_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Yd_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Yd_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Yd_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Yd_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Ye_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Ye_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Ye_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Ye_UT_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Yf_Mn_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Yf_Mn_Lys2_POS.mzML
AJS_Mn_Experiment_replicate2
Yf_UT_Lys2_NEG.mzML
AJS_Mn_Experiment_replicate2
Yf_UT_Lys2_POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST001191
No raw data detected. Ignoring ST001191
Processing  ST001368
No raw data detected. Ignoring ST001368
Processing  ST001848
Initiating REDU-table generation for AN002992
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 487.56it/s]

 79%|███████▉  | 2495/3150 [3:08:49<09:21,  1.17it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▉  | 2496/3150 [3:08:52<11:49,  1.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 79%|███████▉  | 2499/3150 [3:08:54<10:49,  1.00it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003420
Initiating REDU-table generation for AN005619
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
YJR116w_KO_exponential_phase_Replicate_1.raw
YJR116w_KO_exponential_phase_Replicate_2.raw
YJR116w_KO_exponential_phase_Replicate_3.raw
YPR114w_KO_exponential_phase_Replicate_1.raw
YPR114w_KO_exponential_phase_Replicate_2.raw
YPR114w_KO_exponential_phase_Replicate_3.raw
Yeast_Wild-Type_exponential_phase_Replicate_1.raw
Yeast_Wild-Type_exponential_phase_Replicate_2.raw
Yeast_Wild-Type_exponential_phase_Replicate_3.raw
Yeast_process_blank.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000156
No raw data detected. Ignoring ST000156
Processing  ST000668
No raw data detected. Ignoring ST000668
Processing  ST002216
Initiating REDU-table generation for AN003625
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
PDAC_Ctrl_1.raw
PDAC_Ctrl_2.raw
PDAC_Ctrl_3.raw
PDAC_Ctrl_4.raw
PDAC_Ctrl_5.raw
PDAC_Ctrl_6.raw
PDAC_Ctrl_7.raw
PDAC_Ctrl_8.raw
PDAC_Metro_1.raw
PDAC_Metro_2.raw
PDAC_Metro_3.raw
PDAC_Metro_4.raw
PDAC_Metro_5.raw
QC-2.raw
QC-3.raw
QC-4.raw
QC-5.raw
QC-6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST001018
No raw data detected. Ignoring ST001018
Processing  ST001666
No raw data detected. Ignoring ST001666
Processing  ST000698
No raw data detected. Ignoring ST000698
Processing  ST000763
Initiating REDU-table generation for AN001201
Rest length is 218
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/218 [00:00<?, ?it/s]

Mapping potential matches:   2%|▏         | 4/218 [00:00<00:06, 35.16it/s]

Mapping potential matches:   4%|▎         | 8/218 [00:00<00:06, 31.75it/s]

Mapping potential matches:   6%|▌         | 12/218 [00:00<00:06, 33.45it/s]

Mapping potential matches:   7%|▋         | 16/218 [00:00<00:05, 34.40it/s]

Mapping potential matches:   9%|▉         | 20/218 [00:00<00:05, 34.92it/s]

Mapping potential matches:  11%|█         | 24/218 [00:00<00:05, 34.92it/s]

Mapping potential matches:  13%|█▎        | 28/218 [00:00<00:05, 35.18it/s]

Mapping potential matches:  15%|█▍        | 32/218 [00:00<00:05, 34.51it/s]

Mapping potential matches:  17%|█▋        | 36/218 [00:01<00:05, 34.70it/s]

Mapping potential matches:  18%|█▊        | 40/218 [00:01<00:05, 34.86it/s]

Mapping potential matches:  20%|██        | 44/218 [00:01<00:04, 35.20it/s]

Mapping potential matches:  22%|██▏       | 48/218 [00:01<00:04, 35.57it/s]

Mapping potential matches:  24%|██▍       | 52/218 [00:01<00:04, 35.69it/s]

Mapping potential matches:  26%|██▌       | 56/218 [00:01<00:04, 35.76it/s]

Mapping potential matches:  28%|██▊       | 60/218 [00:01<00:04, 35.69it/s]

Mapping potential matches:  29%|██▉       | 64/218 [00:01<00:04, 35.70it/s]

Mapping potential matches:  31%|███       | 68/218 [00:01<00:04, 34.85it/s]

Mapping potential matches:  33%|███▎      | 72/218 [00:02<00:04, 35.27it/s]

Mapping potential matches:  35%|███▍      | 76/218 [00:02<00:04, 35.25it/s]

Mapping potential matches:  37%|███▋      | 80/218 [00:02<00:03, 35.42it/s]

Mapping potential matches:  39%|███▊      | 84/218 [00:02<00:03, 35.62it/s]

Mapping potential matches:  40%|████      | 88/218 [00:02<00:03, 35.72it/s]

Mapping potential matches:  42%|████▏     | 92/218 [00:02<00:03, 35.82it/s]

Mapping potential matches:  44%|████▍     | 96/218 [00:02<00:03, 35.60it/s]

Mapping potential matches:  46%|████▌     | 100/218 [00:02<00:03, 35.63it/s]

Mapping potential matches:  48%|████▊     | 104/218 [00:02<00:03, 35.60it/s]

Mapping potential matches:  50%|████▉     | 108/218 [00:03<00:03, 35.61it/s]

Mapping potential matches:  51%|█████▏    | 112/218 [00:03<00:02, 35.76it/s]

Mapping potential matches:  53%|█████▎    | 116/218 [00:03<00:02, 35.74it/s]

Mapping potential matches:  55%|█████▌    | 120/218 [00:03<00:02, 35.99it/s]

Mapping potential matches:  57%|█████▋    | 124/218 [00:03<00:02, 35.91it/s]

Mapping potential matches:  59%|█████▊    | 128/218 [00:03<00:02, 35.97it/s]

Mapping potential matches:  61%|██████    | 132/218 [00:03<00:02, 35.92it/s]

Mapping potential matches:  62%|██████▏   | 136/218 [00:03<00:02, 35.92it/s]

Mapping potential matches:  64%|██████▍   | 140/218 [00:03<00:02, 35.89it/s]

Mapping potential matches:  66%|██████▌   | 144/218 [00:04<00:02, 36.10it/s]

Mapping potential matches:  68%|██████▊   | 148/218 [00:04<00:01, 36.01it/s]

Mapping potential matches:  70%|██████▉   | 152/218 [00:04<00:01, 35.98it/s]

Mapping potential matches:  72%|███████▏  | 156/218 [00:04<00:01, 36.06it/s]

Mapping potential matches:  73%|███████▎  | 160/218 [00:04<00:01, 35.95it/s]

Mapping potential matches:  75%|███████▌  | 164/218 [00:04<00:01, 35.71it/s]

Mapping potential matches:  77%|███████▋  | 168/218 [00:04<00:01, 35.80it/s]

Mapping potential matches:  79%|███████▉  | 172/218 [00:04<00:01, 35.89it/s]

Mapping potential matches:  81%|████████  | 176/218 [00:04<00:01, 36.06it/s]

Mapping potential matches:  83%|████████▎ | 180/218 [00:05<00:01, 36.17it/s]

Mapping potential matches:  84%|████████▍ | 184/218 [00:05<00:00, 36.16it/s]

Mapping potential matches:  86%|████████▌ | 188/218 [00:05<00:00, 36.15it/s]

Mapping potential matches:  88%|████████▊ | 192/218 [00:05<00:00, 36.37it/s]

Mapping potential matches:  90%|████████▉ | 196/218 [00:05<00:00, 36.37it/s]

Mapping potential matches:  92%|█████████▏| 200/218 [00:05<00:00, 36.26it/s]

Mapping potential matches:  94%|█████████▎| 204/218 [00:05<00:00, 36.20it/s]

Mapping potential matches:  95%|█████████▌| 208/218 [00:05<00:00, 36.11it/s]

Mapping potential matches:  97%|█████████▋| 212/218 [00:05<00:00, 36.03it/s]

Mapping potential matches:  99%|█████████▉| 216/218 [00:06<00:00, 35.91it/s]
Mapping potential matches: 100%|██████████| 218/218 [00:06<00:00, 35.63it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001202
Rest length is 218
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/218 [00:00<?, ?it/s]

Mapping potential matches:   2%|▏         | 4/218 [00:00<00:06, 35.64it/s]

Mapping potential matches:   4%|▎         | 8/218 [00:00<00:05, 35.96it/s]

Mapping potential matches:   6%|▌         | 12/218 [00:00<00:05, 35.97it/s]

Mapping potential matches:   7%|▋         | 16/218 [00:00<00:05, 36.03it/s]

Mapping potential matches:   9%|▉         | 20/218 [00:00<00:05, 36.10it/s]

Mapping potential matches:  11%|█         | 24/218 [00:00<00:05, 36.22it/s]

Mapping potential matches:  13%|█▎        | 28/218 [00:00<00:05, 36.38it/s]

Mapping potential matches:  15%|█▍        | 32/218 [00:00<00:05, 36.41it/s]

Mapping potential matches:  17%|█▋        | 36/218 [00:00<00:05, 36.26it/s]

Mapping potential matches:  18%|█▊        | 40/218 [00:01<00:04, 36.27it/s]

Mapping potential matches:  20%|██        | 44/218 [00:01<00:04, 36.54it/s]

Mapping potential matches:  22%|██▏       | 48/218 [00:01<00:04, 36.53it/s]

Mapping potential matches:  24%|██▍       | 52/218 [00:01<00:04, 36.52it/s]

Mapping potential matches:  26%|██▌       | 56/218 [00:01<00:04, 36.42it/s]

Mapping potential matches:  28%|██▊       | 60/218 [00:01<00:04, 36.32it/s]

Mapping potential matches:  29%|██▉       | 64/218 [00:01<00:04, 36.28it/s]

Mapping potential matches:  31%|███       | 68/218 [00:01<00:04, 36.30it/s]

Mapping potential matches:  33%|███▎      | 72/218 [00:01<00:04, 36.36it/s]

Mapping potential matches:  35%|███▍      | 76/218 [00:02<00:03, 36.38it/s]

Mapping potential matches:  37%|███▋      | 80/218 [00:02<00:03, 36.58it/s]

Mapping potential matches:  39%|███▊      | 84/218 [00:02<00:03, 36.53it/s]

Mapping potential matches:  40%|████      | 88/218 [00:02<00:03, 36.49it/s]

Mapping potential matches:  42%|████▏     | 92/218 [00:02<00:03, 36.37it/s]

Mapping potential matches:  44%|████▍     | 96/218 [00:02<00:03, 36.25it/s]

Mapping potential matches:  46%|████▌     | 100/218 [00:02<00:03, 36.25it/s]

Mapping potential matches:  48%|████▊     | 104/218 [00:02<00:03, 36.35it/s]

Mapping potential matches:  50%|████▉     | 108/218 [00:02<00:03, 36.42it/s]

Mapping potential matches:  51%|█████▏    | 112/218 [00:03<00:02, 36.43it/s]

Mapping potential matches:  53%|█████▎    | 116/218 [00:03<00:02, 36.44it/s]

Mapping potential matches:  55%|█████▌    | 120/218 [00:03<00:02, 36.46it/s]

Mapping potential matches:  57%|█████▋    | 124/218 [00:03<00:02, 36.50it/s]

Mapping potential matches:  59%|█████▊    | 128/218 [00:03<00:02, 36.45it/s]

Mapping potential matches:  61%|██████    | 132/218 [00:03<00:02, 36.31it/s]

Mapping potential matches:  62%|██████▏   | 136/218 [00:03<00:02, 36.29it/s]

Mapping potential matches:  64%|██████▍   | 140/218 [00:03<00:02, 36.37it/s]

Mapping potential matches:  66%|██████▌   | 144/218 [00:03<00:02, 36.48it/s]

Mapping potential matches:  68%|██████▊   | 148/218 [00:04<00:01, 36.48it/s]

Mapping potential matches:  70%|██████▉   | 152/218 [00:04<00:01, 36.51it/s]

Mapping potential matches:  72%|███████▏  | 156/218 [00:04<00:01, 36.51it/s]

Mapping potential matches:  73%|███████▎  | 160/218 [00:04<00:01, 36.55it/s]

Mapping potential matches:  75%|███████▌  | 164/218 [00:04<00:01, 36.47it/s]

Mapping potential matches:  77%|███████▋  | 168/218 [00:04<00:01, 36.53it/s]

Mapping potential matches:  79%|███████▉  | 172/218 [00:04<00:01, 36.44it/s]

Mapping potential matches:  81%|████████  | 176/218 [00:04<00:01, 36.36it/s]

Mapping potential matches:  83%|████████▎ | 180/218 [00:04<00:01, 36.30it/s]

Mapping potential matches:  84%|████████▍ | 184/218 [00:05<00:00, 36.25it/s]

Mapping potential matches:  86%|████████▌ | 188/218 [00:05<00:00, 36.26it/s]

Mapping potential matches:  88%|████████▊ | 192/218 [00:05<00:00, 36.36it/s]

Mapping potential matches:  90%|████████▉ | 196/218 [00:05<00:00, 36.37it/s]

Mapping potential matches:  92%|█████████▏| 200/218 [00:05<00:00, 36.45it/s]

Mapping potential matches:  94%|█████████▎| 204/218 [00:05<00:00, 36.46it/s]

Mapping potential matches:  95%|█████████▌| 208/218 [00:05<00:00, 36.40it/s]

Mapping potential matches:  97%|█████████▋| 212/218 [00:05<00:00, 36.42it/s]

Mapping potential matches:  99%|█████████▉| 216/218 [00:05<00:00, 36.45it/s]
Mapping potential matches: 100%|██████████| 218/218 [00:05<00:00, 36.38it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001203
Rest length is 218
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/218 [00:00<?, ?it/s]

Mapping potential matches:   2%|▏         | 4/218 [00:00<00:06, 35.25it/s]

Mapping potential matches:   4%|▎         | 8/218 [00:00<00:05, 35.33it/s]

Mapping potential matches:   6%|▌         | 12/218 [00:00<00:05, 35.53it/s]

Mapping potential matches:   7%|▋         | 16/218 [00:00<00:05, 35.60it/s]

Mapping potential matches:   9%|▉         | 20/218 [00:00<00:05, 35.52it/s]

Mapping potential matches:  11%|█         | 24/218 [00:00<00:05, 35.49it/s]

Mapping potential matches:  13%|█▎        | 28/218 [00:00<00:05, 35.47it/s]

Mapping potential matches:  15%|█▍        | 32/218 [00:00<00:05, 35.49it/s]

Mapping potential matches:  17%|█▋        | 36/218 [00:01<00:05, 35.47it/s]

Mapping potential matches:  18%|█▊        | 40/218 [00:01<00:04, 35.66it/s]

Mapping potential matches:  20%|██        | 44/218 [00:01<00:04, 35.88it/s]

Mapping potential matches:  22%|██▏       | 48/218 [00:01<00:04, 35.95it/s]

Mapping potential matches:  24%|██▍       | 52/218 [00:01<00:04, 35.93it/s]

Mapping potential matches:  26%|██▌       | 56/218 [00:01<00:04, 35.93it/s]

Mapping potential matches:  28%|██▊       | 60/218 [00:01<00:04, 36.02it/s]

Mapping potential matches:  29%|██▉       | 64/218 [00:01<00:04, 35.94it/s]

Mapping potential matches:  31%|███       | 68/218 [00:01<00:04, 35.95it/s]

Mapping potential matches:  33%|███▎      | 72/218 [00:02<00:04, 35.96it/s]

Mapping potential matches:  35%|███▍      | 76/218 [00:02<00:03, 35.94it/s]

Mapping potential matches:  37%|███▋      | 80/218 [00:02<00:03, 36.03it/s]

Mapping potential matches:  39%|███▊      | 84/218 [00:02<00:03, 36.13it/s]

Mapping potential matches:  40%|████      | 88/218 [00:02<00:03, 36.12it/s]

Mapping potential matches:  42%|████▏     | 92/218 [00:02<00:03, 36.13it/s]

Mapping potential matches:  44%|████▍     | 96/218 [00:02<00:03, 36.16it/s]

Mapping potential matches:  46%|████▌     | 100/218 [00:02<00:03, 36.15it/s]

Mapping potential matches:  48%|████▊     | 104/218 [00:02<00:03, 36.10it/s]

Mapping potential matches:  50%|████▉     | 108/218 [00:03<00:03, 36.17it/s]

Mapping potential matches:  51%|█████▏    | 112/218 [00:03<00:02, 36.12it/s]

Mapping potential matches:  53%|█████▎    | 116/218 [00:03<00:02, 36.19it/s]

Mapping potential matches:  55%|█████▌    | 120/218 [00:03<00:02, 36.13it/s]

Mapping potential matches:  57%|█████▋    | 124/218 [00:03<00:02, 35.99it/s]

Mapping potential matches:  59%|█████▊    | 128/218 [00:03<00:02, 35.99it/s]

Mapping potential matches:  61%|██████    | 132/218 [00:03<00:02, 36.01it/s]

Mapping potential matches:  62%|██████▏   | 136/218 [00:03<00:02, 36.11it/s]

Mapping potential matches:  64%|██████▍   | 140/218 [00:03<00:02, 36.12it/s]

Mapping potential matches:  66%|██████▌   | 144/218 [00:04<00:02, 36.20it/s]

Mapping potential matches:  68%|██████▊   | 148/218 [00:04<00:01, 36.56it/s]

Mapping potential matches:  70%|██████▉   | 152/218 [00:04<00:01, 36.74it/s]

Mapping potential matches:  72%|███████▏  | 156/218 [00:04<00:01, 36.66it/s]

Mapping potential matches:  73%|███████▎  | 160/218 [00:04<00:01, 36.78it/s]

Mapping potential matches:  75%|███████▌  | 164/218 [00:04<00:01, 36.60it/s]

Mapping potential matches:  77%|███████▋  | 168/218 [00:04<00:01, 36.49it/s]

Mapping potential matches:  79%|███████▉  | 172/218 [00:04<00:01, 36.50it/s]

Mapping potential matches:  81%|████████  | 176/218 [00:04<00:01, 36.43it/s]

Mapping potential matches:  83%|████████▎ | 180/218 [00:04<00:01, 36.36it/s]

Mapping potential matches:  84%|████████▍ | 184/218 [00:05<00:00, 36.49it/s]

Mapping potential matches:  86%|████████▌ | 188/218 [00:05<00:00, 36.47it/s]

Mapping potential matches:  88%|████████▊ | 192/218 [00:05<00:00, 36.45it/s]

Mapping potential matches:  90%|████████▉ | 196/218 [00:05<00:00, 36.35it/s]

Mapping potential matches:  92%|█████████▏| 200/218 [00:05<00:00, 36.65it/s]

Mapping potential matches:  94%|█████████▎| 204/218 [00:05<00:00, 36.90it/s]

Mapping potential matches:  95%|█████████▌| 208/218 [00:05<00:00, 36.92it/s]

Mapping potential matches:  97%|█████████▋| 212/218 [00:05<00:00, 37.11it/s]

Mapping potential matches:  99%|█████████▉| 216/218 [00:05<00:00, 36.43it/s]
Mapping potential matches: 100%|██████████| 218/218 [00:06<00:00, 36.15it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001204
Rest length is 218
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/218 [00:00<?, ?it/s]

Mapping potential matches:   2%|▏         | 4/218 [00:00<00:05, 35.85it/s]

Mapping potential matches:   4%|▎         | 8/218 [00:00<00:05, 35.66it/s]

Mapping potential matches:   6%|▌         | 12/218 [00:00<00:05, 35.68it/s]

Mapping potential matches:   7%|▋         | 16/218 [00:00<00:05, 35.70it/s]

Mapping potential matches:   9%|▉         | 20/218 [00:00<00:05, 35.51it/s]

Mapping potential matches:  11%|█         | 24/218 [00:00<00:05, 35.56it/s]

Mapping potential matches:  13%|█▎        | 28/218 [00:00<00:05, 35.51it/s]

Mapping potential matches:  15%|█▍        | 32/218 [00:00<00:05, 35.49it/s]

Mapping potential matches:  17%|█▋        | 36/218 [00:01<00:05, 34.68it/s]

Mapping potential matches:  18%|█▊        | 40/218 [00:01<00:05, 34.55it/s]

Mapping potential matches:  20%|██        | 44/218 [00:01<00:05, 34.71it/s]

Mapping potential matches:  22%|██▏       | 48/218 [00:01<00:04, 34.83it/s]

Mapping potential matches:  24%|██▍       | 52/218 [00:01<00:04, 34.98it/s]

Mapping potential matches:  26%|██▌       | 56/218 [00:01<00:04, 35.18it/s]

Mapping potential matches:  28%|██▊       | 60/218 [00:01<00:04, 34.99it/s]

Mapping potential matches:  29%|██▉       | 64/218 [00:01<00:04, 34.97it/s]

Mapping potential matches:  31%|███       | 68/218 [00:01<00:04, 35.04it/s]

Mapping potential matches:  33%|███▎      | 72/218 [00:02<00:04, 35.04it/s]

Mapping potential matches:  35%|███▍      | 76/218 [00:02<00:04, 35.17it/s]

Mapping potential matches:  37%|███▋      | 80/218 [00:02<00:04, 34.22it/s]

Mapping potential matches:  39%|███▊      | 84/218 [00:02<00:03, 33.55it/s]

Mapping potential matches:  40%|████      | 88/218 [00:02<00:03, 34.04it/s]

Mapping potential matches:  42%|████▏     | 92/218 [00:02<00:03, 34.58it/s]

Mapping potential matches:  44%|████▍     | 96/218 [00:02<00:03, 34.95it/s]

Mapping potential matches:  46%|████▌     | 100/218 [00:02<00:03, 35.36it/s]

Mapping potential matches:  48%|████▊     | 104/218 [00:02<00:03, 35.51it/s]

Mapping potential matches:  50%|████▉     | 108/218 [00:03<00:03, 35.52it/s]

Mapping potential matches:  51%|█████▏    | 112/218 [00:03<00:02, 35.51it/s]

Mapping potential matches:  53%|█████▎    | 116/218 [00:03<00:02, 35.52it/s]

Mapping potential matches:  55%|█████▌    | 120/218 [00:03<00:02, 35.57it/s]

Mapping potential matches:  57%|█████▋    | 124/218 [00:03<00:02, 35.65it/s]

Mapping potential matches:  59%|█████▊    | 128/218 [00:03<00:02, 35.61it/s]

Mapping potential matches:  61%|██████    | 132/218 [00:03<00:02, 35.51it/s]

Mapping potential matches:  62%|██████▏   | 136/218 [00:03<00:02, 35.44it/s]

Mapping potential matches:  64%|██████▍   | 140/218 [00:03<00:02, 35.47it/s]

Mapping potential matches:  66%|██████▌   | 144/218 [00:04<00:02, 35.57it/s]

Mapping potential matches:  68%|██████▊   | 148/218 [00:04<00:01, 35.75it/s]

Mapping potential matches:  70%|██████▉   | 152/218 [00:04<00:01, 35.86it/s]

Mapping potential matches:  72%|███████▏  | 156/218 [00:04<00:01, 36.11it/s]

Mapping potential matches:  73%|███████▎  | 160/218 [00:04<00:01, 36.27it/s]

Mapping potential matches:  75%|███████▌  | 164/218 [00:04<00:01, 36.25it/s]

Mapping potential matches:  77%|███████▋  | 168/218 [00:04<00:01, 36.29it/s]

Mapping potential matches:  79%|███████▉  | 172/218 [00:04<00:01, 36.30it/s]

Mapping potential matches:  81%|████████  | 176/218 [00:04<00:01, 36.24it/s]

Mapping potential matches:  83%|████████▎ | 180/218 [00:05<00:01, 36.33it/s]

Mapping potential matches:  84%|████████▍ | 184/218 [00:05<00:00, 36.29it/s]

Mapping potential matches:  86%|████████▌ | 188/218 [00:05<00:00, 36.26it/s]

Mapping potential matches:  88%|████████▊ | 192/218 [00:05<00:00, 36.29it/s]

Mapping potential matches:  90%|████████▉ | 196/218 [00:05<00:00, 36.30it/s]

Mapping potential matches:  92%|█████████▏| 200/218 [00:05<00:00, 36.25it/s]

Mapping potential matches:  94%|█████████▎| 204/218 [00:05<00:00, 36.21it/s]

Mapping potential matches:  95%|█████████▌| 208/218 [00:05<00:00, 36.13it/s]

Mapping potential matches:  97%|█████████▋| 212/218 [00:05<00:00, 36.13it/s]

Mapping potential matches:  99%|█████████▉| 216/218 [00:06<00:00, 36.18it/s]
Mapping potential matches: 100%|██████████| 218/218 [00:06<00:00, 35.54it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021269_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021270_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021275_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021276_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021279_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021280_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021287_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021288_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021289_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021290_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021291_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021292_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021297_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021298_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021303_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021304_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021309_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021310_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021311_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021312_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021321_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021322_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021331_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021332_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021343_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021344_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021351_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021352_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021364_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021365_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021391_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021392_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021403_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021404_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021409_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021410_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021413_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021414_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021419_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021420_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021423_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021424_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021431_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021432_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021439_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021440_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021463_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021464_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021467_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021468_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021469_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021470_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021473_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH1
20160325_S00021474_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021285_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021286_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021307_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021308_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021313_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021314_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021323_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021324_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021327_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021328_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021329_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021330_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021333_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021334_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021335_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021336_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021337_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021338_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021341_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021342_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021345_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021346_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021349_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021350_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021358_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021359_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021360_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021361_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021366_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021367_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021370_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021371_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021378_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021379_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021382_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021383_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021386_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021389_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021390_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021393_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021394_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021421_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021422_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021437_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021438_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021441_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021442_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021443_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021444_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021449_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021450_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021459_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH2
20160330_S00021460_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021257_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021258_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021263_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021264_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021267_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021268_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021271_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021272_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021273_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021274_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021277_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021278_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021281_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021282_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021295_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021296_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021301_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021302_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021317_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021318_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021347_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021348_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021353_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021354_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021355_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021356_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021357_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021362_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021363_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021368_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021369_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021372_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021373_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021376_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021377_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021380_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021381_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021397_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021398_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021399_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021400_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021401_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021402_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021417_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021418_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021433_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021434_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021435_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021436_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021447_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021448_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021455_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021456_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021461_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021462_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021465_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH3
20160406_S00021466_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021259_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021260_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021261_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021262_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021265_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021266_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021283_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021284_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021293_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021294_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021299_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021300_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021305_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021306_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021315_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021316_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021319_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021320_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021325_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021326_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021339_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021340_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021374_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021375_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021384_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021385_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021387_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021388_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021395_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021396_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
20160413_S00021405_N.wiff
ST000763
EX00543
Raw data
Lipidomics
NEG
BATCH4
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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20160411_S00021261_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021262_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021265_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021266_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021283_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021284_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021293_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021294_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021299_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021300_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021305_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021306_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021315_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021316_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021319_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021320_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021325_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021326_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021339_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021340_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021374_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021375_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021384_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021385_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021387_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021388_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021395_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021396_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021405_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021406_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021407_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021408_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021411_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021412_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021415_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021416_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021425_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021426_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021427_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021428_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021429_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021430_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021445_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021446_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021451_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021452_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021453_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021454_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021457_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021458_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021471_P.wiff
ST000763
EX00543
Raw data
Lipidomics
POS
BATCH4
20160411_S00021472_P.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 436 rows!
Extracted information for 436 samples.
Processing  ST000224
No raw data detected. Ignoring ST000224
Processing  ST002106
Initiating REDU-table generation for AN003444
Rest length is 15
raw file key found.
Initiating REDU-table generation for AN003445/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|███████▉  | 2505/3150 [3:09:29<36:05,  3.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|███████▉  | 2506/3150 [3:09:31<34:05,  3.18s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|███████▉  | 2507/3150 [3:09:33<31:53,  2.98s/it]
Rest length is 15
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
P_2E7_1.raw
P_2E7_2.raw
P_2E7_3.raw
P_2E7_gluc_1.raw
P_2E7_gluc_2.raw
P_2E7_gluc_3.raw
P_3D7_1.raw
P_3D7_2.raw
P_3D7_3.raw
P_3D7_MIPS2571_1.raw
P_3D7_MIPS2571_2.raw
P_3D7_MIPS2571_3.raw
P_3D7_gluc_1.raw
P_3D7_gluc_2.raw
P_3D7_gluc_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST002211
Initiating REDU-table generation for AN003615
Rest length is 120
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Saliva C04-01-5557.d
Saliva C04-02-5558.d
Saliva C11-02-5568.d
Saliva C20-01-5586.d
Saliva C24-01-5594.d
Saliva C28-02-5599.d
Saliva C29-01-5600.d
Saliva C29-02-5601.d
Saliva C30-01-5602.d
Saliva C30-02-5603.d
Saliva C31-01-5613.d
Saliva C31-02-5614.d
Saliva T12-01-5645.d
Saliva T12-02-5646.d
Saliva T24-01-5670.d
Saliva T30-01-5682.d
Saliva T30-02-5683.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST002318
Initiating REDU-table generation for AN003785
Rest length is 14
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1A''_93_1_328.d
1A''_93_1_331.d
1A'_92_1_327.d
1A'_92_1_330.d
1A_91_1_326.d
1A_91_1_329.d
3a'-7_92_1_382.d
3a'-8_92_1_383.d
3a-8_91_1_385.d
3ar_91_1_333.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST002633
Initiating REDU-table generation for AN004305
Rest length is 78
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/78 [00:00<?, ?it/s]

Mapping potential matches:  49%|████▊     | 38/78 [00:00<00:00, 375.51it/s]

Mapping potential matches:  97%|█████████▋| 76/78 [00:00<00:00, 377.68it/s]
Mapping potential matches: 100%|██████████| 78/78 [00:00<00:00, 376.67it/s]

 80%|███████▉  | 2508/3150 [3:09:34<27:07,  2.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|███████▉  | 2509/3150 [3:09:36<26:30,  2.48s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|███████▉  | 2512/3150 [3:09:39<19:03,  1.79s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003062
Initiating REDU-table generation for AN005017
Rest length is 88
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DHC1.mzXML
DHC2.mzXML
DHC3.mzXML
DHC4.mzXML
DHC5.mzXML
DHC6.mzXML
DHC7.mzXML
DHC8.mzXML
DHC9.mzXML
DPS10.mzXML
DPS3.mzXML
DPS4.mzXML
DPS5.mzXML
DPS6.mzXML
DPS7.mzXML
DPS8.mzXML
DPS9.mzXML
JK1.mzXML
JK12.mzXML
JK13.mzXML
JK14.mzXML
JK18.mzXML
JK2.mzXML
JK20.mzXML
JK5.mzXML
JK6.mzXML
JK8.mzXML
XM10.mzXML
XM12.mzXML
XM13.mzXML
XM14.mzXML
XM2.mzXML
XM5.mzXML
XM7.mzXML
XM8.mzXML
XM9.mzXML
YX1.mzXML
YX10.mzXML
YX11.mzXML
YX12.mzXML
YX13.mzXML
YX14.mzXML
YX15.mzXML
YX16.mzXML
YX17.mzXML
YX18.mzXML
YX19.mzXML
YX2.mzXML
YX20.mzXML
YX3.mzXML
YX4.mzXML
YX5.mzXML
YX6.mzXML
YX7.mzXML
YX8.mzXML
YX9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 56 rows!
Extracted information for 56 samples.
Processing  ST000832
No raw data detected. Ignoring ST000832
Processing  ST001876
No raw data detected. Ignoring ST001876
Processing  ST002348
Initiating REDU-table generation for AN003833
Rest length is 16
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
JM Glc 1_UNK-0004_17102019_4.mzXML
JM Glc 2_UNK-0006_17102019_6.mzXML
JM Glc 3_UNK-0009_17102019_9.mzXML
JM Glc 4_UNK-0012_17102019_12.mzXML
JM Glc 5_UNK-0015_17102019_15.mzXML
JM Glc 6_UNK-0017_17102019_17.mzXML
JM SQ 1_UNK-0005_17102019_5.mzXML
JM SQ 2_UNK-0007_17102019_7.mzXML
JM SQ 3_UNK-0010_17102019_10.mzXML
JM SQ 4_UNK-0013_17102019_13.mzXML
JM SQ 5_UNK-0016_17102019_16.mzXML
JM SQ 6_UNK-0018_17102019_18.mzXML
PBQC 1_UNK-0003_17102019_3.mzXML
PBQC 2_UNK-0008_17102019_8.mzXML
PBQC 3_UNK-0014_17102019_14.mzXML
PBQC 4_UNK-0019_17102019_19.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST000971
No raw data detected. Ignoring ST000971
Processing  ST001786
Initiating REDU-table generation for AN002897
Rest length is 191
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dolment yeast paper
WT_H1_A.raw
Dolment yeast paper
WT_H1_B.raw
Dolment yeast paper
WT_H1_C.raw
Dolment yeast paper
WT_H2_A.raw
Dolment yeast paper
WT_H2_B.raw
Dolment yeast paper
WT_H2_C.raw
Dolment yeast paper
WT_H3_A.raw
Dolment yeast paper
WT_H3_B.raw
Dolment yeast paper
WT_H3_C.raw
Dolment yeast paper
WT_H4_A.raw
Dolment yeast paper
WT_H4_B.raw
Dolment yeast paper
WT_H4_C.raw
Dolment yeast paper
WT_H5_A.raw
Dolment yeast paper
WT_H5_B.raw
Dolment yeast paper
WT_H5_C.raw
Dolment yeast paper
WT_H6_A.raw
Dolment yeast paper
WT_H6_B.raw
Dolment yeast paper
WT_H6_C.raw
Dolment yeast paper
WT_L1_A.raw
Dolment yeast paper
WT_L1_B.raw
Dolment yeast paper
WT_L1_C.raw
Dolment yeast paper
WT_L2_A.raw
Dolment yeast paper
WT_L2_B.raw
Dolment yeast paper
WT_L2_C.raw
Dolment yeast paper
WT_L3_A.raw
Dolment yeast paper
WT_L3_B.raw
Dolment yeast paper
WT_L3_C.raw
Dolment yeast paper
WT_L4_A.raw
Dolment yeast paper
WT_L4_B.raw
Dolment yeast paper
WT_L4_C.raw
Dolment yeast paper
WT_L5_A.raw
Dolment yeast paper
WT_L5_B.raw
Dolment yeast paper
WT_L5_C.raw
Dolment yeast paper
WT_L6_A.raw
Dolment yeast paper
WT_L6_B.raw
Dolment yeast paper
WT_L6_C.raw
Dolment yeast paper
asc1_H1_A.raw
Dolment yeast paper
asc1_H3_A.raw
Dolment yeast paper
asc1_H4_A.raw
Dolment yeast paper
asc1_H5_A.raw
Dolment yeast paper
asc1_H6_A.raw
Dolment yeast paper
asc1_L1_A.raw
Dolment yeast paper
asc1_L2_A.raw
Dolment yeast paper
asc1_L3_A.raw
Dolment yeast paper
asc1_L4_A.raw
Dolment yeast paper
asc1_L5_A.raw
Dolment yeast paper
asc1_L6_A.raw
Dolment yeast paper
gpa2_H1_A.raw
Dolment yeast paper
gpa2_H2_A.raw
Dolment yeast paper
gpa2_H3_A.raw
Dolment yeast paper
gpa2_H4_A.raw
Dolment yeast paper
gpa2_H5_A.raw
Dolment yeast paper
gpa2_H6_A.raw
Dolment yeast paper
gpa2_L1_A.raw
Dolment yeast paper
gpa2_L2_A.raw
Dolment yeast paper
gpa2_L3_A.raw
Dolment yeast paper
gpa2_L4_A.raw
Dolment yeast paper
gpa2_L5_A.raw
Dolment yeast paper
gpa2_L6_A.raw
Dolment yeast paper
gpr1_H1_A.raw
Dolment yeast paper
gpr1_H2_A.raw
Dolment yeast paper
gpr1_H3_A.raw
Dolment yeast paper
gpr1_H4_A.raw
Dolment yeast paper
gpr1_H5_A.raw
Dolment yeast paper
gpr1_H6_A.raw
Dolment yeast paper
gpr1_L1_A.raw
Dolment yeast paper
gpr1_L2_A.raw
Dolment yeast paper
gpr1_L3_A.raw
Dolment yeast paper
gpr1_L4_A.raw
Dolment yeast paper
gpr1_L5_A.raw
Dolment yeast paper
gpr1_L6_A.raw
Dolment yeast paper
pde1_H1_B.raw
Dolment yeast paper
pde1_H2_B.raw
Dolment yeast paper
pde1_H3_B.raw
Dolment yeast paper
pde1_H4_B.raw
Dolment yeast paper
pde1_H5_B.raw
Dolment yeast paper
pde1_H6_B.raw
Dolment yeast paper
pde1_L1_B.raw
Dolment yeast paper
pde1_L2_B.raw
Dolment yeast paper
pde1_L3_B.raw
Dolment yeast paper
pde1_L4_B.raw
Dolment yeast paper
pde1_L5_B.raw
Dolment yeast paper
pde1_L6_B.raw
Dolment yeast paper
pde2_H1_B.raw
Dolment yeast paper
pde2_H2_B.raw
Dolment yeast paper
pde2_H3_B.raw
Dolment yeast paper
pde2_H4_B.raw
Dolment yeast paper
pde2_H5_B.raw
Dolment yeast paper
pde2_H6_B.raw
Dolment yeast paper
pde2_L1_B.raw
Dolment yeast paper
pde2_L2_B.raw
Dolment yeast paper
pde2_L3_B.raw
Dolment yeast paper
pde2_L4_B.raw
Dolment yeast paper
pde2_L5_B.raw
Dolment yeast paper
pde2_L6_B.raw
Dolment yeast paper
ras1_H1_B.raw
Dolment yeast paper
ras1_H2_B.raw
Dolment yeast paper
ras1_H3_B.raw
Dolment yeast paper
ras1_H4_B.raw
Dolment yeast paper
ras1_H5_B.raw
Dolment yeast paper
ras1_H6_B.raw
Dolment yeast paper
ras1_L1_B.raw
Dolment yeast paper
ras1_L2_B.raw
Dolment yeast paper
ras1_L3_B.raw
Dolment yeast paper
ras1_L4_B.raw
Dolment yeast paper
ras1_L5_B.raw
Dolment yeast paper
ras1_L6_B.raw
Dolment yeast paper
ras2_H1_B.raw
Dolment yeast paper
ras2_H2_B.raw
Dolment yeast paper
ras2_H3_B.raw
Dolment yeast paper
ras2_H4_B.raw
Dolment yeast paper
ras2_H5_B.raw
Dolment yeast paper
ras2_H6_B.raw
Dolment yeast paper
ras2_L1_B.raw
Dolment yeast paper
ras2_L2_B.raw
Dolment yeast paper
ras2_L3_B.raw
Dolment yeast paper
ras2_L4_B.raw
Dolment yeast paper
ras2_L5_B.raw
Dolment yeast paper
ras2_L6_B.raw
Dolment yeast paper
rgs2_H1_A.raw
Dolment yeast paper
rgs2_H2_A.raw
Dolment yeast paper
rgs2_H3_A.raw
Dolment yeast paper
rgs2_H4_A.raw
Dolment yeast paper
rgs2_H5_A.raw
Dolment yeast paper
rgs2_H6_A.raw
Dolment yeast paper
rgs2_L1_A.raw
Dolment yeast paper
rgs2_L2_A.raw
Dolment yeast paper
rgs2_L3_A.raw
Dolment yeast paper
rgs2_L4_A.raw
Dolment yeast paper
rgs2_L5_A.raw
Dolment yeast paper
rgs2_L6_A.raw
Dolment yeast paper
rgt2_H1_C.raw
Dolment yeast paper
rgt2_H2_C.raw
Dolment yeast paper
rgt2_H3_C.raw
Dolment yeast paper
rgt2_H4_C.raw
Dolment yeast paper
rgt2_H5_C.raw
Dolment yeast paper
rgt2_H6_C.raw
Dolment yeast paper
rgt2_L1_C.raw
Dolment yeast paper
rgt2_L2_C.raw
Dolment yeast paper
rgt2_L3_C.raw
Dolment yeast paper/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|███████▉  | 2514/3150 [3:09:43<19:10,  1.81s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|███████▉  | 2517/3150 [3:09:46<15:38,  1.48s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|███████▉  | 2519/3150 [3:09:49<15:59,  1.52s/it]
 80%|████████  | 2521/3150 [3:09:49<11:51,  1.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|████████  | 2522/3150 [3:09:52<14:46,  1.41s/it]
rgt2_L4_C.raw
Dolment yeast paper
rgt2_L5_C.raw
Dolment yeast paper
rgt2_L6_C.raw
Dolment yeast paper
snf3_H1_C.raw
Dolment yeast paper
snf3_H2_C.raw
Dolment yeast paper
snf3_H3_C.raw
Dolment yeast paper
snf3_H4_C.raw
Dolment yeast paper
snf3_H5_C.raw
Dolment yeast paper
snf3_H6_C.raw
Dolment yeast paper
snf3_L1_C.raw
Dolment yeast paper
snf3_L2_C.raw
Dolment yeast paper
snf3_L3_C.raw
Dolment yeast paper
snf3_L4_C.raw
Dolment yeast paper
snf3_L5_C.raw
Dolment yeast paper
snf3_L6_C.raw
Dolment yeast paper
snf3rgt2_H1_C.raw
Dolment yeast paper
snf3rgt2_H2_C.raw
Dolment yeast paper
snf3rgt2_H3_C.raw
Dolment yeast paper
snf3rgt2_H4_C.raw
Dolment yeast paper
snf3rgt2_H5_C.raw
Dolment yeast paper
snf3rgt2_H6_C.raw
Dolment yeast paper
snf3rgt2_L1_C.raw
Dolment yeast paper
snf3rgt2_L2_C.raw
Dolment yeast paper
snf3rgt2_L3_C.raw
Dolment yeast paper
snf3rgt2_L4_C.raw
Dolment yeast paper
snf3rgt2_L5_C.raw
Dolment yeast paper
snf3rgt2_L6_C.raw
Dolment yeast paper
yck1_H1_C.raw
Dolment yeast paper
yck1_H2_C.raw
Dolment yeast paper
yck1_H3_C.raw
Dolment yeast paper
yck1_H4_C.raw
Dolment yeast paper
yck1_H5_C.raw
Dolment yeast paper
yck1_H6_C.raw
Dolment yeast paper
yck1_L1_C.raw
Dolment yeast paper
yck1_L2_C.raw
Dolment yeast paper
yck1_L3_C.raw
Dolment yeast paper
yck1_L4_C.raw
Dolment yeast paper
yck1_L5_C.raw
Dolment yeast paper
yck1_L6_C.raw
Dolment yeast paper
yck2_H1_C.raw
Dolment yeast paper
yck2_H2_C.raw
Dolment yeast paper
yck2_H3_C.raw
Dolment yeast paper
yck2_H4_C.raw
Dolment yeast paper
yck2_H5_C.raw
Dolment yeast paper
yck2_H6_C.raw
Dolment yeast paper
yck2_L1_C.raw
Dolment yeast paper
yck2_L2_C.raw
Dolment yeast paper
yck2_L3_C.raw
Dolment yeast paper
yck2_L4_C.raw
Dolment yeast paper
yck2_L5_C.raw
Dolment yeast paper
yck2_L6_C.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 191 rows!
Extracted information for 191 samples.
Processing  ST000135
No raw data detected. Ignoring ST000135
Processing  ST000647
No raw data detected. Ignoring ST000647
Processing  ST001951
Initiating REDU-table generation for AN003176
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data180501 lung oxFFA-0d1.mzML
Data180501 lung oxFFA-0d2.mzML
Data180501 lung oxFFA-0d3.mzML
Data180501 lung oxFFA-14d1.mzML
Data180501 lung oxFFA-14d2.mzML
Data180501 lung oxFFA-14d3.mzML
Data180501 lung oxFFA-28d1.mzML
Data180501 lung oxFFA-28d2.mzML
Data180501 lung oxFFA-28d3.mzML
Data180501 lung oxFFA-4d1.mzML
Data180501 lung oxFFA-4d2.mzML
Data180501 lung oxFFA-4d3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002941
No raw data detected. Ignoring ST002941
Processing  ST003239
Initiating REDU-table generation for AN005305
Rest length is 7
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005306
Rest length is 7
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
4874
Neg_Fat_CreERT2_210.raw
4874
Neg_Fat_CreERT2_223.raw
4874
Neg_Fat_CreERT2_224.raw
4874
Neg_Fat_CreERT2_232.raw
4874
Neg_Fat_FF_225.raw
4874
Neg_Fat_FF_226.raw
4874
Neg_Fat_FF_231.raw
4874
Pos_Fat_CreERT2_210.raw
4874
Pos_Fat_CreERT2_223.raw
4874
Pos_Fat_CreERT2_224.raw
4874
Pos_Fat_CreERT2_232.raw
4874
Pos_Fat_FF_225.raw
4874
Pos_Fat_FF_226.raw
4874
Pos_Fat_FF_231.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST000038
No raw data detected. Ignoring ST000038
Processing  ST001356
No raw data detected. Ignoring ST001356
Processing  ST002249
Initiating REDU-table generation for AN003675
Rest length is 41
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mx410311_Aki Chaffin_raw files
180823bJWsa13_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa14_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa15_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa16_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa17_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa18_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa19_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa20_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa21_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa22_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa23_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa24_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa25_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa26_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa27_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa28_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa29_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa30_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa31_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa32_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa33_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa34_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa35_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa36_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa37_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa38_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa39_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa40_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa41_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa42_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa43_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa44_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa45_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa46_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa47_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa48_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa49_1.cdf
mx410311_Aki Chaffin_raw files
180823bJWsa50_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 38 rows!
Extracted information for 38 samples.
Processing  ST001612
No raw data detected. Ignoring ST001612
Processing  ST002643
Initiating REDU-table generation for AN004315
Rest length is 88
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/88 [00:00<?, ?it/s]

Mapping potential matches:  42%|████▏     | 37/88 [00:00<00:00, 366.57it/s]

Mapping potential matches:  85%|████████▌ | 75/88 [00:00<00:00, 372.63it/s]
Mapping potential matches: 100%|██████████| 88/88 [00:00<00:00, 363.54it/s]

 80%|████████  | 2524/3150 [3:09:53<12:09,  1.17s/it]
 80%|████████  | 2526/3150 [3:09:53<08:29,  1.22it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|████████  | 2527/3150 [3:09:57<13:05,  1.26s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000677
No raw data detected. Ignoring ST000677
Processing  ST001447
This is not an MS-analysis. Ignoring AN002418
Processing  ST003564
Initiating REDU-table generation for AN005855
Rest length is 46
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005856
Rest length is 46
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
10.mzML
101.mzML
105.mzML
111.mzML
113.mzML
119.mzML
132.mzML
14.mzML
151.mzML
154.mzML
160.mzML
18.mzML
20.mzML
26.mzML
34.mzML
35.mzML
43.mzML
49.mzML
6.mzML
61.mzML
69.mzML
73.mzML
74.mzML
76.mzML
77.mzML
84.mzML
93.mzML
96.mzML
99.mzML
QC0.mzML
QC00.mzML
QC1.mzML
QC2.mzML
QC3.mzML
QC4.mzML
QC5.mzML
Supernatent-27-01.mzML
Supernatent-27-02.mzML
Supernatent-27-03.mzML
Supernatent-45-01.mzML
Supernatent-45-02.mzML
Supernatent-45-03.mzML
blank1.mzML
blank2.mzML
blank3.mzML
blank4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 46 rows!
Extracted information for 46 samples.
Processing  ST001485
No raw data detected. Ignoring ST001485
Processing  ST002977
Initiating REDU-table generation for AN004887
Rest length is 76
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004888
Rest length is 76
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004889
Rest length is 76
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004890
Rest length is 76
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R12_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R12_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R13_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R13_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R14_1_Neg_MS1_Redo.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R14_2_Neg_MS1_Redo.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R3_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R3_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R4_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R4_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R7_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R7_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R8_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R8_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R9_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R9_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_Blank_Neg_MS1_01.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_Blank_Neg_MS1_02.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Negative mode
2022_0513_CDiff_HILIC_Blank_Neg_MS1_04.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R12_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R12_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R13_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R13_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R14_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R14_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R3_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R3_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R4_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R4_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R7_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R7_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R8_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R8_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R9_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_05x_5uL_20min_R9_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_Blank_Pos_MS1_01.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_Blank_Pos_MS1_02.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
HILIC_1d_MS1
Positive mode
2022_0513_CDiff_HILIC_Blank_Pos_MS1_03.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_0801_Neg_Blank_MS1_01.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|████████  | 2529/3150 [3:10:02<18:35,  1.80s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|████████  | 2531/3150 [3:10:04<16:09,  1.57s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|████████  | 2533/3150 [3:10:07<15:53,  1.55s/it]
Negative mode
2022_1130_CDiff_CSH_Blank_Neg_MS1_01.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R12_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R12_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R13_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R13_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R14_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R14_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R3_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R3_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R4_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R4_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R7_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R7_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R8_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R8_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R9_1_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_2x_5uL_20min_R9_2_Neg_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Negative mode
2022_1201_CDiff_CSH_Blank_Neg_MS1_01.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1130_CDiff_CSH_Blank_Pos_MS1_02.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R12_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R12_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R13_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R13_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R14_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R14_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R3_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R3_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R4_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R4_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R7_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R7_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R8_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R8_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R9_1_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_2x_5uL_20min_R9_2_Pos_MS1.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_Blank_Pos_MS1_01.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLC_1d_MS1
Positive mode
2022_1201_CDiff_CSH_Blank_Pos_MS1_02.mzML
Fecal_Metabolome_and_Microbiome_IDs
Raw_Data_Files
RPLCxRPLC_2d
Negative Mode
2022_0801_Neg_Blank_MS1_01.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 77 rows!
Extracted information for 77 samples.
Processing  ST001971
No raw data detected. Ignoring ST001971
Processing  ST002339
Initiating REDU-table generation for AN003822
Rest length is 47
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
L_301.mzXML
L_302.mzXML
L_303.mzXML
L_304.mzXML
L_305.mzXML
L_306.mzXML
L_307.mzXML
L_308.mzXML
L_309.mzXML
L_310.mzXML
L_311.mzXML
L_312.mzXML
L_313.mzXML
L_314.mzXML
L_315.mzXML
L_316.mzXML
L_317.mzXML
L_318.mzXML
L_319.mzXML
L_320.mzXML
L_321.mzXML
L_322.mzXML
L_323.mzXML
L_324.mzXML
L_325.mzXML
L_326.mzXML
L_327.mzXML
L_328.mzXML
L_329.mzXML
L_330.mzXML
L_331.mzXML
L_332.mzXML
L_333.mzXML
L_334.mzXML
L_335.mzXML
L_336.mzXML
L_337.mzXML
L_338.mzXML
L_340.mzXML
L_341.mzXML
L_342.mzXML
L_343.mzXML
L_344.mzXML
L_345.mzXML
L_346.mzXML
L_347.mzXML
L_348.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 47 rows!
Extracted information for 47 samples.
Processing  ST000770
No raw data detected. Ignoring ST000770
Processing  ST002630
Initiating REDU-table generation for AN004302
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217013106.raw
90218013106.raw
90222013106.raw
90223013106.raw
90225013106.raw
90227013106.raw
90229013106.raw
90232013106.raw
90237013106.raw
90239013106.raw
90245013106.raw
90248013106.raw
90251013106.raw
90252013106.raw
90254013106.raw
90258013106.raw
90259013106.raw
90265013106.raw
90266013106.raw
90267013106.raw
90280013106.raw
90281013106.raw
90283013106.raw
90289013106.raw
90292013106.raw
90406013106.raw
90410013106.raw
90412013106.raw
90416013106.raw
90420013106.raw
90421013106.raw
90422013106.raw
90423013106.raw
90426013106.raw
90430013106.raw
90439013106.raw
90441013106.raw
90444013106.raw
90449013106.raw
90450013106.raw
90559013106.raw
90560013106.raw
90564013106.raw
90567013106.raw
90571013106.raw
90576013106.raw
90578013106.raw
90581013106.raw
90585013106.raw
90587013106.raw
IPE_Reference_Plasma.raw
IPE_Reference_Plasma02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Plasma.raw
SED_Reference_Plasma02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST000966
No raw data detected. Ignoring ST000966
Processing  ST002798
Initiating REDU-table generation for AN004552
Rest length is 220
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004553
Rest length is 220
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HILIC_NEGATIVE
SA_01_HILICneg.mzML
HILIC_NEGATIVE
SA_02_HILICneg.mzML
HILIC_NEGATIVE
SA_03_HILICneg.mzML
HILIC_NEGATIVE
SB_01_HILICneg.mzML
HILIC_NEGATIVE
SB_02_HILICneg.mzML
HILIC_NEGATIVE
SB_03_HILICneg.mzML
HILIC_NEGATIVE
SC_01_HILICneg.mzML
HILIC_NEGATIVE
SC_02_HILICneg.mzML
HILIC_NEGATIVE
SC_03_HILICneg.mzML
HILIC_NEGATIVE
SD_01_HILICneg.mzML
HILIC_NEGATIVE
SD_02_HILICneg.mzML
HILIC_NEGATIVE
SD_03_HILICneg.mzML
HILIC_NEGATIVE
SE_01_HILICneg.mzML
HILIC_NEGATIVE
SE_02_HILICneg.mzML
HILIC_NEGATIVE
SE_03_HILICneg.mzML
HILIC_NEGATIVE
SF_01_HILICneg.mzML
HILIC_NEGATIVE
SF_02_HILICneg.mzML
HILIC_NEGATIVE
SF_03_HILICneg.mzML
HILIC_NEGATIVE
SG_01_HILICneg.mzML
HILIC_NEGATIVE
SG_02_HILICneg.mzML
HILIC_NEGATIVE
SG_03_HILICneg.mzML
HILIC_NEGATIVE
SH_01_HILICneg.mzML
HILIC_NEGATIVE
SH_02_HILICneg.mzML
HILIC_NEGATIVE
SH_03_HILICneg.mzML
HILIC_NEGATIVE
SI_01_HILICneg.mzML
HILIC_NEGATIVE
SI_02_HILICneg.mzML
HILIC_NEGATIVE
SI_03_HILICneg.mzML
HILIC_NEGATIVE
SJ_01_HILICneg.mzML
HILIC_NEGATIVE
SJ_02_HILICneg.mzML
HILIC_NEGATIVE
SJ_03_HILICneg.mzML
HILIC_NEGATIVE
SK_01_HILICneg.mzML
HILIC_NEGATIVE
SK_02_HILICneg.mzML
HILIC_NEGATIVE
SK_03_HILICneg.mzML
HILIC_NEGATIVE
SL_01_HILICneg.mzML
HILIC_NEGATIVE
SL_02_HILICneg.mzML
HILIC_NEGATIVE
SL_03_HILICneg.mzML
HILIC_NEGATIVE
SM_01_HILICneg.mzML
HILIC_NEGATIVE
SM_02_HILICneg.mzML
HILIC_NEGATIVE
SM_03_HILICneg.mzML
HILIC_POSITIVE
SA_01_HILICpos.mzML
HILIC_POSITIVE
SA_02_HILICpos.mzML
HILIC_POSITIVE
SA_03_HILICpos.mzML
HILIC_POSITIVE
SB_01_HILICpos.mzML
HILIC_POSITIVE
SB_02_HILICpos.mzML
HILIC_POSITIVE
SB_03_HILICpos.mzML
HILIC_POSITIVE
SC_01_HILICpos.mzML
HILIC_POSITIVE
SC_02_HILICpos.mzML
HILIC_POSITIVE
SC_03_HILICpos.mzML
HILIC_POSITIVE
SD_01_HILICpos.mzML
HILIC_POSITIVE
SD_02_HILICpos.mzML
HILIC_POSITIVE
SD_03_HILICpos.mzML
HILIC_POSITIVE
SE_01_HILICpos.mzML
HILIC_POSITIVE
SE_02_HILICpos.mzML
HILIC_POSITIVE
SE_03_HILICpos.mzML
HILIC_POSITIVE
SF_01_HILICpos.mzML
HILIC_POSITIVE
SF_02_HILICpos.mzML
HILIC_POSITIVE
SF_03_HILICpos.mzML
HILIC_POSITIVE
SG_01_HILICpos.mzML
HILIC_POSITIVE
SG_02_HILICpos.mzML
HILIC_POSITIVE
SG_03_HILICpos.mzML
HILIC_POSITIVE
SH_01_HILICpos.mzML
HILIC_POSITIVE
SH_02_HILICpos.mzML
HILIC_POSITIVE
SH_03_HILICpos.mzML
HILIC_POSITIVE
SI_01_HILICpos.mzML
HILIC_POSITIVE
SI_02_HILICpos.mzML
HILIC_POSITIVE
SI_03_HILICpos.mzML
HILIC_POSITIVE
SJ_01_HILICpos.mzML
HILIC_POSITIVE
SJ_02_HILICpos.mzML
HILIC_POSITIVE
SJ_03_HILICpos.mzML
HILIC_POSITIVE
SK_01_HILICpos.mzML
HILIC_POSITIVE
SK_02_HILICpos.mzML
HILIC_POSITIVE
SK_03_HILICpos.mzML
HILIC_POSITIVE
SL_01_HILICpos.mzML
HILIC_POSITIVE
SL_02_HILICpos.mzML
HILIC_POSITIVE
SL_03_HILICpos.mzML
HILIC_POSITIVE
SM_01_HILICpos.mzML
HILIC_POSITIVE
SM_02_HILICpos.mzML
HILIC_POSITIVE
SM_03_HILICpos.mzML
HILICneg_ms2
DDA
20210908urineHILICDDMS_HILICneg.mzML
HILICneg_ms2
DDA
20220413_URINE_HILIC_NonTargetedDDMS_SCAN01_NEGATIVE.mzML
HILICneg_ms2
DDA
20220413_URINE_HILIC_NonTargetedDDMS_SCAN02_NEGATIVE.mzML
HILICneg_ms2
DDA
20220413_URINE_HILIC_NonTargetedDDMS_SCAN03_NEGATIVE.mzML
HILICneg_ms2
DDA
20220413_URINE_HILIC_NonTargetedDDMS_SCAN04_NEGATIVE.mzML
HILICneg_ms2
DDA
20220413_URINE_HILIC_NonTargetedDDMS_SCAN05_NEGATIVE.mzML
HILICneg_ms2
DDA
20220413_URINE_HILIC_NonTargetedDDMS_SCAN06_NEGATIVE.mzML
HILICneg_ms2
DIA
DIA1
20220413_URINE_HILIC_DIA01_NEGATIVE.mzML
HILICneg_ms2
DIA
DIA1
20220413_URINE_HILIC_DIA02_NEGATIVE.mzML
HILICneg_ms2
DIA
DIA2
20210908urineHILICDIA1_HILICneg.mzML
HILICneg_ms2
DIA
DIA2
20210908urineHILICDIA2_HILICneg.mzML
HILICneg_ms2
DIA
DIA2
20210908urineHILICDIA3_HILICneg.mzML
HILICpos_ms2
DDA
20210908urineHILICDDMS_HILICpos.mzML
HILICpos_ms2
DDA
20220412_URINE_HILIC_NonTargetedDDMS_SCAN01_POS.mzML
HILICpos_ms2
DDA
20220412_URINE_HILIC_NonTargetedDDMS_SCAN02_POS.mzML
HILICpos_ms2
DDA
20220412_URINE_HILIC_NonTargetedDDMS_SCAN03_POS.mzML
HILICpos_ms2
DDA
20220412_URINE_HILIC_NonTargetedDDMS_SCAN04_POS.mzML
HILICpos_ms2
DDA
20220412_URINE_HILIC_NonTargetedDDMS_SCAN05_POS.mzML
HILICpos_ms2
DDA
20220412_URINE_HILIC_NonTargetedDDMS_SCAN06_POS.mzML
HILICpos_ms2
DIA
DIA1
20220412_URINE_HILIC_DIA_01_POS.mzML
HILICpos_ms2
DIA
DIA1
20220412_URINE_HILIC_DIA_02_POS.mzML
HILICpos_ms2
DIA
DIA2
20210908urineHILICDIA1_HILICpos.mzML
HILICpos_ms2
DIA
DIA2
20210908urineHILICDIA2_HILICpos.mzML
HILICpos_ms2
DIA
DIA2
20210908urineHILICDIA3_HILICpos.mzML
RPLC_NEGATIVE
SA_01_C18neg.mzML
RPLC_NEGATIVE
SA_02_C18neg.mzML
RPLC_NEGATIVE
SA_03_C18neg.mzML
RPLC_NEGATIVE
SB_01_C18neg.mzML
RPLC_NEGATIVE
SB_02_C18neg.mzML
RPLC_NEGATIVE
SB_03_C18neg.mzML
RPLC_NEGATIVE
SC_01_C18neg.mzML
RPLC_NEGATIVE
SC_02_C18neg.mzML
RPLC_NEGATIVE
SC_03_C18neg.mzML
RPLC_NEGATIVE
SD_01_C18neg.mzML
RPLC_NEGATIVE
SD_02_C18neg.mzML
RPLC_NEGATIVE
SD_03_C18neg.mzML
RPLC_NEGATIVE
SE_01_C18neg.mzML
RPLC_NEGATIVE
SE_02_C18neg.mzML
RPLC_NEGATIVE
SE_03_C18neg.mzML
RPLC_NEGATIVE
SF_01_C18neg.mzML
RPLC_NEGATIVE
SF_02_C18neg.mzML
RPLC_NEGATIVE
SF_03_C18neg.mzML
RPLC_NEGATIVE
SG_01_C18neg.mzML
RPLC_NEGATIVE
SG_02_C18neg.mzML
RPLC_NEGATIVE
SG_03_C18neg.mzML
RPLC_NEGATIVE
SH_01_C18neg.mzML
RPLC_NEGATIVE
SH_02_C18neg.mzML
RPLC_NEGATIVE
SH_03_C18neg.mzML
RPLC_NEGATIVE
SI_01_C18neg.mzML
RPLC_NEGATIVE
SI_02_C18neg.mzML
RPLC_NEGATIVE
SI_03_C18neg.mzML
RPLC_NEGATIVE
SJ_01_C18neg.mzML
RPLC_NEGATIVE
SJ_02_C18neg.mzML
RPLC_NEGATIVE
SJ_03_C18neg.mzML
RPLC_NEGATIVE
SK_01_C18neg.mzML
RPLC_NEGATIVE
SK_02_C18neg.mzML
RPLC_NEGATIVE
SK_03_C18neg.mzML
RPLC_NEGATIVE
SL_01_C18neg.mzML
RPLC_NEGATIVE
SL_02_C18neg.mzML
RPLC_NEGATIVE
SL_03_C18neg.mzML
RPLC_NEGATIVE
SM_01_C18neg.mzML
RPLC_NEGATIVE
SM_02_C18neg.mzML
RPLC_NEGATIVE
SM_03_C18neg.mzML
RPLC_POSITIVE
SA_01_C18pos.mzML
RPLC_POSITIVE
SA_02_C18pos.mzML
RPLC_POSITIVE
SA_03_C18pos.mzML
RPLC_POSITIVE
SB_01_C18pos.mzML
RPLC_POSITIVE
SB_02_C18pos.mzML
RPLC_POSITIVE
SB_03_C18pos.mzML
RPLC_POSITIVE
SC_01_C18pos.mzML
RPLC_POSITIVE
SC_02_C18pos.mzML
RPLC_POSITIVE
SC_03_C18pos.mzML
RPLC_POSITIVE
SD_01_C18pos.mzML
RPLC_POSITIVE
SD_02_C18pos.mzML
RPLC_POSITIVE
SD_03_C18pos.mzML
RPLC_POSITIVE
SE_01_C18pos.mzML
RPLC_POSITIVE
SE_02_C18pos.mzML
RPLC_POSITIVE
SE_03_C18pos.mzML
RPLC_POSITIVE
SF_01_C18pos.mzML
RPLC_POSITIVE
SF_02_C18pos.mzML
RPLC_POSITIVE
SF_03_C18pos.mzML
RPLC_POSITIVE
SG_01_C18pos.mzML
RPLC_POSITIVE
SG_02_C18pos.mzML
RPLC_POSITIVE
SG_03_C18pos.mzML
RPLC_POSITIVE
SH_01_C18pos.mzML
RPLC_POSITIVE
SH_02_C18pos.mzML
RPLC_POSITIVE
SH_03_C18pos.mzML
RPLC_POSITIVE
SI_01_C18pos.mzML
RPLC_POSITIVE
SI_02_C18pos.mzML
RPLC_POSITIVE
SI_03_C18pos.mzML
RPLC_POSITIVE
SJ_01_C18pos.mzML
RPLC_POSITIVE
SJ_02_C18pos.mzML
RPLC_POSITIVE
SJ_03_C18pos.mzML
RPLC_POSITIVE
SK_01_C18pos.mzML
RPLC_POSITIVE
SK_02_C18pos.mzML
RPLC_POSITIVE
SK_03_C18pos.mzML
RPLC_POSITIVE
SL_01_C18pos.mzML
RPLC_POSITIVE
SL_02_C18pos.mzML
RPLC_POSITIVE
SL_03_C18pos.mzML
RPLC_POSITIVE
SM_01_C18pos.mzML
RPLC_POSITIVE
SM_02_C18pos.mzML
RPLC_POSITIVE
SM_03_C18pos.mzML
RPLCneg_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN01_NEGATIVE_RPLC.mzML
RPLCneg_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN02_NEGATIVE_RPLC.mzML
RPLCneg_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN03_NEGATIVE_RPLC.mzML
RPLCneg_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN04_NEGATIVE_RPLC.mzML
RPLCneg_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN05_NEGATIVE_RPLC.mzML
RPLCneg_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN06_NEGATIVE_RPLC.mzML
RPLCneg_ms2
DDA
URINEDDA1_1_C18neg.mzML
RPLCneg_ms2
DDA
URINEDDA1_C18neg.mzML
RPLCneg_ms2
DDA
URINEDDA2_1_C18neg.mzML
RPLCneg_ms2
DDA
URINEDDA2_C18neg.mzML
RPLCneg_ms2
DDA
URINEDDA3_1_C18neg.mzML
RPLCneg_ms2
DDA
URINEDDA3_C18neg.mzML
RPLCneg_ms2
DIA
DIA1
20220406_URINE_DIA_01_NEGATIVE_RPLC.mzML
RPLCneg_ms2
DIA
DIA1
20220406_URINE_DIA_02_NEGATIVE_RPLC.mzML
RPLCneg_ms2
DIA
DIA2
URINEDIA1_1_C18neg.mzML
RPLCneg_ms2
DIA
DIA2
URINEDIA1_C18neg.mzML
RPLCneg_ms2
DIA
DIA2
URINEDIA2_1_C18neg.mzML
RPLCneg_ms2
DIA
DIA2
URINEDIA2_C18neg.mzML
RPLCneg_ms2
DIA
DIA2
URINEDIA3_1_C18neg.mzML
RPLCneg_ms2
DIA
DIA2
URINEDIA3_C18neg.mzML
RPLCpos_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN01_POSITIVE_RPLC.mzML
RPLCpos_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN02_POSITIVE_RPLC.mzML
RPLCpos_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN03_POSITIVE_RPLC.mzML
RPLCpos_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN04_POSITIVE_RPLC.mzML
RPLCpos_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN05_POSITIVE_RPLC.mzML
RPLCpos_ms2
DDA
20220406_URINE_NonTargetDDMS2_SCAN06_POSITIVE_RPLC.mzML
RPLCpos_ms2/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 80%|████████  | 2535/3150 [3:10:12<17:58,  1.75s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2536/3150 [3:10:14<18:38,  1.82s/it]
DDA
URINEDDA1_1_C18pos.mzML
RPLCpos_ms2
DDA
URINEDDA1_C18pos.mzML
RPLCpos_ms2
DDA
URINEDDA2_1_C18pos.mzML
RPLCpos_ms2
DDA
URINEDDA2_C18pos.mzML
RPLCpos_ms2
DDA
URINEDDA3_1_C18pos.mzML
RPLCpos_ms2
DDA
URINEDDA3_C18pos.mzML
RPLCpos_ms2
DIA
DIA1
20220406_URINE_DIA_01_POSITIVE_RPLC.mzML
RPLCpos_ms2
DIA
DIA1
20220406_URINE_DIA_02_POSITIVE_RPLC.mzML
RPLCpos_ms2
DIA
DIA2
URINEDIA1_1_C18pos.mzML
RPLCpos_ms2
DIA
DIA2
URINEDIA1_C18pos.mzML
RPLCpos_ms2
DIA
DIA2
URINEDIA2_1_C18pos.mzML
RPLCpos_ms2
DIA
DIA2
URINEDIA2_C18pos.mzML
RPLCpos_ms2
DIA
DIA2
URINEDIA3_1_C18pos.mzML
RPLCpos_ms2
DIA
DIA2
URINEDIA3_C18pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 220 rows!
Extracted information for 220 samples.
Processing  ST000579
Initiating REDU-table generation for AN000890
Rest length is 20
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PE
DBA2J 7.5M FAHL2 PE 1.RAW
PE
DBA2J 7.5M FAHL2 PE 2.RAW
PE
DBA2J 7.5M FAHL2 PE 3.RAW
PE
DBA2J 7.5M FTML2 PE 1.RAW
PE
DBA2J 7.5M FTML2 PE 2.RAW
PE
DBA2J 7.5M FTML2 PE 3.RAW
PE
DBA2J 7.5M MAH2L2 PE 1.RAW
PE
DBA2J 7.5M MAH2L2 PE 2.RAW
PE
DBA2J 7.5M MAH2L2 PE 3.RAW
PE
DBA2J 7.5M MTM2L3 PE 1.RAW
PE
DBA2J 7.5M MTM2L3 PE 2.RAW
PE
DBA2J 7.5M MTM2L3 PE 3.RAW
PE
DBA2J 8-8.5M FAH4L5 PE 1.RAW
PE
DBA2J 8-8.5M FAH4L5 PE 2.RAW
PE
DBA2J 8-8.5M FAH4L5 PE 3.RAW
PE
DBA2J 8-8.5M FTM4L5 PE 1.RAW
PE
DBA2J 8-8.5M FTM4L5 PE 2.RAW
PE
DBA2J 8-8.5M FTM4L5 PE 3.RAW
PE
DBA2J 8-8.5M MAH4L5 PE 1.RAW
PE
DBA2J 8-8.5M MAH4L5 PE 2.RAW
PE
DBA2J 8-8.5M MAH4L5 PE 3.RAW
PE
DBA2J 8-8.5M MTM4L5 PE 1.RAW
PE
DBA2J 8-8.5M MTM4L5 PE 2.RAW
PE
DBA2J 8-8.5M MTM4L5 PE 3.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002209
No raw data detected. Ignoring ST002209
Processing  ST002166
No raw data detected. Ignoring ST002166
Processing  ST000114
No raw data detected. Ignoring ST000114
Processing  ST003312
Initiating REDU-table generation for AN005424
Rest length is 202
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/202 [00:00<?, ?it/s]

Mapping potential matches:   6%|▋         | 13/202 [00:00<00:01, 121.62it/s]

Mapping potential matches:  13%|█▎        | 26/202 [00:00<00:01, 122.07it/s]

Mapping potential matches:  19%|█▉        | 39/202 [00:00<00:01, 122.61it/s]

Mapping potential matches:  26%|██▌       | 52/202 [00:00<00:01, 123.85it/s]

Mapping potential matches:  32%|███▏      | 65/202 [00:00<00:01, 124.22it/s]

Mapping potential matches:  39%|███▊      | 78/202 [00:00<00:00, 124.12it/s]

Mapping potential matches:  45%|████▌     | 91/202 [00:00<00:00, 123.55it/s]

Mapping potential matches:  51%|█████▏    | 104/202 [00:00<00:00, 124.20it/s]

Mapping potential matches:  58%|█████▊    | 117/202 [00:00<00:00, 124.71it/s]

Mapping potential matches:  64%|██████▍   | 130/202 [00:01<00:00, 125.11it/s]

Mapping potential matches:  71%|███████   | 143/202 [00:01<00:00, 125.52it/s]

Mapping potential matches:  77%|███████▋  | 156/202 [00:01<00:00, 125.68it/s]

Mapping potential matches:  84%|████████▎ | 169/202 [00:01<00:00, 125.63it/s]

Mapping potential matches:  90%|█████████ | 182/202 [00:01<00:00, 125.90it/s]

Mapping potential matches:  97%|█████████▋| 195/202 [00:01<00:00, 126.02it/s]
Mapping potential matches: 100%|██████████| 202/202 [00:01<00:00, 124.88it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2540/3150 [3:10:19<15:27,  1.52s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzml_serum
001_SMC_IIRN_p3s1_CD.mzML
mzml_serum
002_SMC_IIRN_p3s2_CD.mzML
mzml_serum
003_SMC_IIRN_p3s3_CD.mzML
mzml_serum
004_SMC_IIRN_p3s4_CD.mzML
mzml_serum
005_SMC_IIRN_p4s1_CD.mzML
mzml_serum
006_SMC_IIRN_p4s2_CD.mzML
mzml_serum
007_SMC_IIRN_p4s3_CD.mzML
mzml_serum
008_SMC_IIRN_p4s4_CD.mzML
mzml_serum
009_SMC_IIRN_p5s1_CD.mzML
mzml_serum
010_SMC_IIRN_p5s2_CD.mzML
mzml_serum
011_SMC_IIRN_p5s3_CD.mzML
mzml_serum
012_SMC_IIRN_p5s4_CD.mzML
mzml_serum
013_SMC_IIRN_p8s1_CD.mzML
mzml_serum
014_SMC_IIRN_p8s2_CD.mzML
mzml_serum
015_SMC_IIRN_p8s3_CD.mzML
mzml_serum
016_SMC_IIRN_p8s4_CD.mzML
mzml_serum
017_SMC_IIRN_p9s1_CD.mzML
mzml_serum
018_SMC_IIRN_p9s2_CD.mzML
mzml_serum
019_SMC_IIRN_p9s3_CD.mzML
mzml_serum
020_SMC_IIRN_p9s4_CD.mzML
mzml_serum
021_SMC_IIRN_p10s1_CD.mzML
mzml_serum
022_SMC_IIRN_p10s2_CD.mzML
mzml_serum
023_SMC_IIRN_p10s3_CD.mzML
mzml_serum
024_SMC_IIRN_p10s4_CD.mzML
mzml_serum
025_SMC_IIRN_p11s1_CD.mzML
mzml_serum
026_SMC_IIRN_p11s2_CD.mzML
mzml_serum
027_SMC_IIRN_p11s3_CD.mzML
mzml_serum
028_SMC_IIRN_p11s4_CD.mzML
mzml_serum
029_SMC_IIRN_p12s1_CD.mzML
mzml_serum
030_SMC_IIRN_p12s2_CD.mzML
mzml_serum
031_SMC_IIRN_p12s3_CD.mzML
mzml_serum
032_SMC_IIRN_p12s4_CD.mzML
mzml_serum
033_SMC_IIRN_p12s5_CD.mzML
mzml_serum
034_SMC_IIRN_p13s1_CD.mzML
mzml_serum
035_SMC_IIRN_p13s2_CD.mzML
mzml_serum
036_SMC_IIRN_p13s3_CD.mzML
mzml_serum
037_SMC_IIRN_p13s4_CD.mzML
mzml_serum
038_SMC_IIRN_p13s5_CD.mzML
mzml_serum
039_SMC_IIRN_p13s6_CD.mzML
mzml_serum
040_SMC_IIRN_p13s7_CD.mzML
mzml_serum
041_SMC_IIRN_p13s8_CD.mzML
mzml_serum
042_SMC_IIRN_p13s9_CD.mzML
mzml_serum
043_SMC_IIRN_p13s10_CD.mzML
mzml_serum
044_SMC_IIRN_p14s1_CD.mzML
mzml_serum
045_SMC_IIRN_p14s2_CD.mzML
mzml_serum
046_SMC_IIRN_p14s3_CD.mzML
mzml_serum
047_SMC_IIRN_p14s4_CD.mzML
mzml_serum
048_SMC_IIRN_p15s1_CD.mzML
mzml_serum
049_SMC_IIRN_p15s2_CD.mzML
mzml_serum
050_SMC_IIRN_p15s3_CD.mzML
mzml_serum
051_SMC_IIRN_p15s4_CD.mzML
mzml_serum
052_SMC_IIRN_p16s1_CD.mzML
mzml_serum
053_SMC_IIRN_p16s2_CD.mzML
mzml_serum
054_SMC_IIRN_p16s3_CD.mzML
mzml_serum
055_SMC_IIRN_p16s4_CD.mzML
mzml_serum
056_SMC_IIRN_p17s1_CD.mzML
mzml_serum
057_SMC_IIRN_p17s2_CD.mzML
mzml_serum
058_SMC_IIRN_p17s3_CD.mzML
mzml_serum
059_SMC_IIRN_p17s4_CD.mzML
mzml_serum
060_SMC_IIRN_p18s1_CD.mzML
mzml_serum
061_SMC_IIRN_p18s2_CD.mzML
mzml_serum
062_SMC_IIRN_p18s3_CD.mzML
mzml_serum
063_SMC_IIRN_p18s4_CD.mzML
mzml_serum
064_SMC_IIRN_p19s1_CD.mzML
mzml_serum
065_SMC_IIRN_p19s2_CD.mzML
mzml_serum
066_SMC_IIRN_p19s3_CD.mzML
mzml_serum
067_SMC_IIRN_p19s4_CD.mzML
mzml_serum
068_SMC_IIRN_p25s1_CD.mzML
mzml_serum
069_SMC_IIRN_p25s2_CD.mzML
mzml_serum
070_SMC_IIRN_p25s3_CD.mzML
mzml_serum
071_SMC_IIRN_p25s4_CD.mzML
mzml_serum
074_SMC_IIRN_p27s3_CD.mzML
mzml_serum
075_SMC_IIRN_p27s4_CD.mzML
mzml_serum
076_SMC_IIRN_p29s1_CD.mzML
mzml_serum
077_SMC_IIRN_p29s2_CD.mzML
mzml_serum
078_SMC_IIRN_p29s3_CD.mzML
mzml_serum
079_SMC_IIRN_p29s4_CD.mzML
mzml_serum
080_SMC_IIRN_p29s5_CD.mzML
mzml_serum
081_SMC_IIRN_p29s6_CD.mzML
mzml_serum
082_SMC_IIRN_p29s7_CD.mzML
mzml_serum
083_SMC_IIRN_p29s8_CD.mzML
mzml_serum
084_SMC_IIRN_p29s9_CD.mzML
mzml_serum
085_SMC_IIRN_p29s10_CD.mzML
mzml_serum
086_SMC_IIRN_p34s1_CD.mzML
mzml_serum
087_SMC_IIRN_p34s2_CD.mzML
mzml_serum
088_SMC_IIRN_p34s3_CD.mzML
mzml_serum
089_SMC_IIRN_p34s4_CD.mzML
mzml_serum
090_SMC_IIRN_p36s1_CD.mzML
mzml_serum
091_SMC_IIRN_p36s2_CD.mzML
mzml_serum
092_SMC_IIRN_p36s3_CD.mzML
mzml_serum
093_SMC_IIRN_p36s4_CD.mzML
mzml_serum
094_SMC_IIRN_p37s1_CD.mzML
mzml_serum
095_SMC_IIRN_p37s2_CD.mzML
mzml_serum
096_SMC_IIRN_p37s3_CD.mzML
mzml_serum
097_SMC_IIRN_p37s4_CD.mzML
mzml_serum
099_SMC_IIRN_p38s2_CD.mzML
mzml_serum
100_SMC_IIRN_p38s3_CD.mzML
mzml_serum
101_SMC_IIRN_p38s4_CD.mzML
mzml_serum
102_SMC_IIRN_p41s1_CD.mzML
mzml_serum
103_SMC_IIRN_p41s2_CD.mzML
mzml_serum
104_SMC_IIRN_p41s3_CD.mzML
mzml_serum
105_SMC_IIRN_p41s4_CD.mzML
mzml_serum
106_SMC_IIRN_p42s1_CD.mzML
mzml_serum
107_SMC_IIRN_p42s2_CD.mzML
mzml_serum
108_SMC_IIRN_p42s3_CD.mzML
mzml_serum
109_SMC_IIRN_p42s4_CD.mzML
mzml_serum
110_SMC_IIRN_p43s1_CD.mzML
mzml_serum
111_SMC_IIRN_p43s2_CD.mzML
mzml_serum
112_SMC_IIRN_p43s3_CD.mzML
mzml_serum
113_SMC_IIRN_p43s4_CD.mzML
mzml_serum
114_SMC_CL_A301s1_Control.mzML
mzml_serum
115_SMC_CL_A301s2_Control.mzML
mzml_serum
116_SMC_CL_A302s1_Control.mzML
mzml_serum
117_SMC_CL_A302s2_Control.mzML
mzml_serum
118_SMC_CL_A303s1_Control.mzML
mzml_serum
119_SMC_CL_A303s2_Control.mzML
mzml_serum
120_SMC_CL_A303s3_Control.mzML
mzml_serum
121_SMC_CL_A304s1_Control.mzML
mzml_serum
122_SMC_CL_A304s2_Control.mzML
mzml_serum
123_SMC_CL_A305s1_Control.mzML
mzml_serum
124_SMC_CL_A305s2_Control.mzML
mzml_serum
125_SMC_CL_A306s1_Control.mzML
mzml_serum
126_SMC_CL_A306s2_Control.mzML
mzml_serum
127_SMC_CL_A306s3_Control.mzML
mzml_serum
128_SMC_CL_A307s1_Control.mzML
mzml_serum
129_SMC_CL_A307s2_Control.mzML
mzml_serum
130_SMC_CL_A307s3_Control.mzML
mzml_serum
131_SMC_CL_A308s1_Control.mzML
mzml_serum
132_SMC_CL_A308s2_Control.mzML
mzml_serum
133_SMC_CL_A309s1_Control.mzML
mzml_serum
134_SMC_CL_A309s2_Control.mzML
mzml_serum
135_SMC_CL_A311s1_Control.mzML
mzml_serum
136_SMC_CL_A311s2_Control.mzML
mzml_serum
137_SMC_CL_A312s1_Control.mzML
mzml_serum
138_SMC_CL_A313s1_Control.mzML
mzml_serum
139_SMC_CL_A313s2_Control.mzML
mzml_serum
140_SMC_SR_A002s1_Control.mzML
mzml_serum
141_SMC_SR_A004s1_Control.mzML
mzml_serum
142_SMC_SR_A005s1_CD.mzML
mzml_serum
143_SMC_SR_A006s1_Control.mzML
mzml_serum
144_SMC_SR_A007s1_CD.mzML
mzml_serum
145_SMC_SR_A008s1_CD.mzML
mzml_serum
146_SMC_SR_A009s1_Control.mzML
mzml_serum
147_SMC_SR_A010s1_Control.mzML
mzml_serum
148_SMC_SR_A011s1_CD.mzML
mzml_serum
152_SMC_SR_A015s1_Control.mzML
mzml_serum
153_SMC_SR_A016s1_CD.mzML
mzml_serum
154_SMC_SR_A017s1_CD.mzML
mzml_serum
155_SMC_SR_A018s1_Control.mzML
mzml_serum
156_SMC_SR_A019s1_Control.mzML
mzml_serum
157_SMC_SR_A020s1_CD.mzML
mzml_serum
158_SMC_SR_A021s1_Control.mzML
mzml_serum
159_SMC_SR_A022s1_Control.mzML
mzml_serum
160_SMC_SR_A023s1_Control.mzML
mzml_serum
161_SMC_SR_A024s1_CD.mzML
mzml_serum
162_SMC_SR_A025s1_CD.mzML
mzml_serum
163_SMC_SR_A026s1_Control.mzML
mzml_serum
164_SMC_SR_A027s1_CD.mzML
mzml_serum
165_SMC_EN_A009s1_CD.mzML
mzml_serum
166_SMC_EN_A066s1_CD.mzML
mzml_serum
167_SMC_EN_A180s1_CD.mzML
mzml_serum
168_SMC_EN_A193s1_CD.mzML
mzml_serum
169_SMC_EN_A200s1_CD.mzML
mzml_serum
170_SMC_CL_A312s2_Control.mzML
mzml_serum
171_SMC_EN_A210s1_CD.mzML
mzml_serum
172_SMC_EN_A230s1_CD.mzML
mzml_serum
173_SMC_EN_A243s1_CD.mzML
mzml_serum
174_SMC_EN_A273s1_CD.mzML
mzml_serum
175_SMC_EN_A004s1_CD.mzML
mzml_serum
176_SMC_EN_A040s1_CD.mzML
mzml_serum
177_SMC_SR_A035s1_CD.mzML
mzml_serum
178_SMC_SR_A033s1_CD.mzML
mzml_serum
179_SMC_EN_A211s1_CD.mzML
mzml_serum
180_SMC_EN_A221s1_CD.mzML
mzml_serum
181_SMC_EN_A087s1_CD.mzML
mzml_serum
182_SMC_EN_A012s1_Control.mzML
mzml_serum
183_SMC_EN_A042s1_Control.mzML
mzml_serum
184_SMC_EN_A048s1_Control.mzML
mzml_serum
185_SMC_EN_A055s1_Control.mzML
mzml_serum
186_SMC_EN_A060s1_Control.mzML
mzml_serum
189_SMC_EN_A105s1_Control.mzML
mzml_serum
190_SMC_EN_A112s1_Control.mzML
mzml_serum
191_SMC_SR_A036s1_CD.mzML
mzml_serum
192_SMC_CL_A087s2_CD.mzML
mzml_serum
193_SMC_CL_A087s3_CD.mzML
mzml_serum
194_SMC_CL_A087s4_CD.mzML
mzml_serum
195_SMC_CL_A087s4_CD.mzML
mzml_serum
196_SMC_CL_A067s2_CD.mzML
mzml_serum
197_SMC_CL_A067s3_CD.mzML
mzml_serum
198_SMC_CL_A067s4_CD.mzML
mzml_serum
199_SMC_CL_A067s5_CD.mzML
mzml_serum
200_SMC_CL_A009s2_CD.mzML
mzml_serum
201_SMC_CL_A009s3_CD.mzML
mzml_serum
202_SMC_CL_A009s4_CD.mzML
mzml_serum
203_SMC_CL_A009s5_CD.mzML
mzml_serum
204_SMC_CL_A009s6_CD.mzML
mzml_serum
205_SMC_CL_A009s7_CD.mzML
mzml_serum
206_SMC_CL_A066s2_CD.mzML
mzml_serum
207_SMC_CL_A066s3_CD.mzML
mzml_serum
208_SMC_CL_A066s4_CD.mzML
mzml_serum
209_SMC_CL_A066s5_CD.mzML
mzml_serum
210_SMC_CL_A066s6_CD.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 202 rows!
Extracted information for 202 samples.
Processing  ST003552
Initiating REDU-table generation for AN005839/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2541/3150 [3:10:21<16:46,  1.65s/it]
Rest length is 194
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2024-02-28 20:50:43 .R..A     25743360     10833338  MyData
20240227_beegut_Eli_Set1.wiff
2024-03-02 16:02:25 .R..A     25116672               MyData
20240229_beegut_Eli_Set2.wiff
2024-03-05 17:19:27 .R..A     24723456               MyData
20240304_beegut_Eli_Set1_1v50.wiff
2024-03-07 22:05:17 .R..A     25505792               MyData
20240306_beegut_Eli_Set2_1v50.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 4 rows!
Extracted information for 4 samples.
Processing  ST001785
No raw data detected. Ignoring ST001785
Processing  ST002490
Initiating REDU-table generation for AN004064
Rest length is 35
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/35 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 35/35 [00:00<00:00, 656.30it/s]

 81%|████████  | 2543/3150 [3:10:22<12:25,  1.23s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2545/3150 [3:12:45<3:48:19, 22.64s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2547/3150 [3:12:48<2:42:27, 16.17s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000796
No raw data detected. Ignoring ST000796
Processing  ST001202
Initiating REDU-table generation for AN002000
Rest length is 135
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002001
Rest length is 135
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST001202
DHA_i0h_a.raw
ST001202
DHA_i0h_b.raw
ST001202
DHA_i0h_c.raw
ST001202
DHA_i0h_d.raw
ST001202
DHA_i1_5h_a.raw
ST001202
DHA_i1_5h_b.raw
ST001202
DHA_i1_5h_c.raw
ST001202
DHA_i1_5h_d.raw
ST001202
DHA_i3h_a.raw
ST001202
DHA_i3h_b.raw
ST001202
DHA_i3h_c.raw
ST001202
DHA_i3h_d.raw
ST001202
DHA_i6h_a.raw
ST001202
DHA_i6h_b.raw
ST001202
DHA_i6h_c.raw
ST001202
DHA_i6h_d.raw
ST001202
DHA_u0h_a.raw
ST001202
DHA_u0h_b.raw
ST001202
DHA_u0h_c.raw
ST001202
DHA_u0h_d.raw
ST001202
DHA_u1_5h_a.raw
ST001202
DHA_u1_5h_b.raw
ST001202
DHA_u1_5h_c.raw
ST001202
DHA_u1_5h_d.raw
ST001202
DHA_u3h_a.raw
ST001202
DHA_u3h_b.raw
ST001202
DHA_u3h_c.raw
ST001202
DHA_u3h_d.raw
ST001202
DHA_u6h_a.raw
ST001202
DHA_u6h_b.raw
ST001202
DHA_u6h_c.raw
ST001202
DHA_u6h_d.raw
ST001202
DMSO_i0h_a.raw
ST001202
DMSO_i0h_b.raw
ST001202
DMSO_i0h_c.raw
ST001202
DMSO_i0h_d.raw
ST001202
DMSO_i1_5h_a.raw
ST001202
DMSO_i1_5h_b.raw
ST001202
DMSO_i1_5h_c.raw
ST001202
DMSO_i1_5h_d.raw
ST001202
DMSO_i3h_a.raw
ST001202
DMSO_i3h_b.raw
ST001202
DMSO_i3h_c.raw
ST001202
DMSO_i3h_d.raw
ST001202
DMSO_i6h_a.raw
ST001202
DMSO_i6h_b.raw
ST001202
DMSO_i6h_c.raw
ST001202
DMSO_i6h_d.raw
ST001202
DMSO_i9h_a.raw
ST001202
DMSO_i9h_b.raw
ST001202
DMSO_i9h_c.raw
ST001202
DMSO_i9h_d.raw
ST001202
DMSO_u0h_a.raw
ST001202
DMSO_u0h_b.raw
ST001202
DMSO_u0h_c.raw
ST001202
DMSO_u0h_d.raw
ST001202
DMSO_u1_5h_a.raw
ST001202
DMSO_u1_5h_b.raw
ST001202
DMSO_u1_5h_c.raw
ST001202
DMSO_u1_5h_d.raw
ST001202
DMSO_u3h_a.raw
ST001202
DMSO_u3h_b.raw
ST001202
DMSO_u3h_c.raw
ST001202
DMSO_u3h_d.raw
ST001202
DMSO_u6h_a.raw
ST001202
DMSO_u6h_b.raw
ST001202
DMSO_u6h_c.raw
ST001202
DMSO_u6h_d.raw
ST001202
DMSO_u9h_a.raw
ST001202
DMSO_u9h_b.raw
ST001202
DMSO_u9h_c.raw
ST001202
DMSO_u9h_d.raw
ST001202
OZ277_i0h_a.raw
ST001202
OZ277_i0h_b.raw
ST001202
OZ277_i0h_c.raw
ST001202
OZ277_i0h_d.raw
ST001202
OZ277_i3h_a.raw
ST001202
OZ277_i3h_b.raw
ST001202
OZ277_i3h_c.raw
ST001202
OZ277_i3h_d.raw
ST001202
OZ277_i6h_a.raw
ST001202
OZ277_i6h_b.raw
ST001202
OZ277_i6h_c.raw
ST001202
OZ277_i6h_d.raw
ST001202
OZ277_i9h_a.raw
ST001202
OZ277_i9h_b.raw
ST001202
OZ277_i9h_c.raw
ST001202
OZ277_i9h_d.raw
ST001202
OZ277_u0h_a.raw
ST001202
OZ277_u0h_b.raw
ST001202
OZ277_u0h_c.raw
ST001202
OZ277_u0h_d.raw
ST001202
OZ277_u3h_a.raw
ST001202
OZ277_u3h_b.raw
ST001202
OZ277_u3h_c.raw
ST001202
OZ277_u3h_d.raw
ST001202
OZ277_u6h_a.raw
ST001202
OZ277_u6h_b.raw
ST001202
OZ277_u6h_c.raw
ST001202
OZ277_u6h_d.raw
ST001202
OZ277_u9h_a.raw
ST001202
OZ277_u9h_b.raw
ST001202
OZ277_u9h_c.raw
ST001202
OZ277_u9h_d.raw
ST001202
OZ439_i0h_a.raw
ST001202
OZ439_i0h_b.raw
ST001202
OZ439_i0h_c.raw
ST001202
OZ439_i0h_d.raw
ST001202
OZ439_i3h_a.raw
ST001202
OZ439_i3h_b.raw
ST001202
OZ439_i3h_c.raw
ST001202
OZ439_i3h_d.raw
ST001202
OZ439_i6h_a.raw
ST001202
OZ439_i6h_b.raw
ST001202
OZ439_i6h_c.raw
ST001202
OZ439_i6h_d.raw
ST001202
OZ439_i9h_a.raw
ST001202
OZ439_i9h_b.raw
ST001202
OZ439_i9h_c.raw
ST001202
OZ439_i9h_d.raw
ST001202
OZ439_u0h_b.raw
ST001202
OZ439_u0h_c.raw
ST001202
OZ439_u0h_d.raw
ST001202
OZ439_u3h_a.raw
ST001202
OZ439_u3h_b.raw
ST001202
OZ439_u3h_c.raw
ST001202
OZ439_u3h_d.raw
ST001202
OZ439_u6h_a.raw
ST001202
OZ439_u6h_b.raw
ST001202
OZ439_u6h_c.raw
ST001202
OZ439_u6h_d.raw
ST001202
OZ439_u9h_a.raw
ST001202
OZ439_u9h_b.raw
ST001202
OZ439_u9h_c.raw
ST001202
OZ439_u9h_d.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 135
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST001780
No raw data detected. Ignoring ST001780
Processing  ST002217
Initiating REDU-table generation for AN003626
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Choline_1.raw
Choline_2.raw
Choline_3.raw
Choline_4.raw
Choline_5.raw
Control_1.raw
Control_2.raw
Control_3.raw
Control_4.raw
Control_5.raw
QC-10.raw
QC-11.raw
QC-12.raw
QC-13.raw
QC-4.raw
QC-5.raw
QC-6.raw
QC-7.raw
QC-8.raw
QC-9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST001631
No raw data detected. Ignoring ST001631
Processing  ST003588
Initiating REDU-table generation for AN005892
Rest length is 55
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-01.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-02.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-03.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-04.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-05.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-06.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-07.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-08.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-09.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-10.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-11.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-12.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-13.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-14.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-15.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-16.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-17.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-18.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-19.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-20.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-21.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-22.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-23.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-24.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-25.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-26.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-27.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-28.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-29.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-30.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-31.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-32.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-33.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-34.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-35.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-36.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-37.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-38.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-39.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-40.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2549/3150 [3:12:50<1:56:24, 11.62s/it]
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-41.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-42.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-43.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-44.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-45.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-46.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-47.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-48.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-49.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-50.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-51.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-52.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-53.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-54.raw
20231019-Cha-Jos-13C6_Glucose
Cha-Jos-20231019-55.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 55 rows!
Extracted information for 55 samples.
Processing  ST003435
Initiating REDU-table generation for AN005643
Rest length is 49
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 469.27it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005644
Rest length is 49
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 459.50it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2550/3150 [3:12:55<1:44:16, 10.43s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20230905 Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-01-1 DMSO Medium 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-01-2 DMSO Medium 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-01-3 DMSO Medium 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-02 DMSO 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-03 DMSO 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-04 DMSO 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-05-1 GSK 40 uM Medium 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-05-2 GSK 40 uM Medium 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-05-3 GSK 40 uM Medium 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-06 GSK 40 uM 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-07 GSK 40 uM 2 (2).mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-07 GSK 40 uM 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-08 GSK 40 uM 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-09-1 TVB-2640 40 uM Medium 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-09-2 TVB-2640 40 uM Medium 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-09-3 TVB-2640 40 uM Medium 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-10 TVB-2640 40 uM 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-11 TVB-2640 40 uM 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-12 TVB-2640 40 uM 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-13-1 Rotenone 1 nM Medium 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-13-2 Rotenone 1 nM Medium 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-13-3 Rotenone 1 nM Medium 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-14 Rotenone 1 nM 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-15 Rotenone 1 nM 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-16 Rotenone 1 nM 3 _.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-17-1 Rotenone 5 nM Medium 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-17-2 Rotenone 5 nM Medium 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-17-3 Rotenone 5 nM Medium 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-18 Rotenone 5 nM 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-19 Rotenone 5 nM 2 (2).mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-19 Rotenone 5 nM 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-20 Rotenone 5 nM 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-21-1 Fasnall 20 uM Medium 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-21-2 Fasnall 20 uM Medium 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-21-3 Fasnall 20 uM Medium 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-22 Fasnall 20 uM 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-23 Fasnall 20 uM 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-24 Fasnall 20 uM 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-25-1 Fasnall 40 uM Medium 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-25-2 Fasnall 40 uM Medium 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-25-3 Fasnall 40 uM Medium 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-26 Fasnall 40 uM 1.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-27 Fasnall 40 uM 2.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-28 Fasnall 40 uM 3.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-Blank (2).mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-Blank (3).mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-Blank.mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-DMEM_F12 no adds (2).mzML
Dima Zebrafish Exp 4 mzML
20230905 Dima Zebrafish Exp 4-DMEM_F12 no adds.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 49 rows!
Extracted information for 49 samples.
Processing  ST002533
Initiating REDU-table generation for AN004168
Rest length is 178
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Harville-LCMS-Untargeted
SP_1.raw
Harville-LCMS-Untargeted
SP_10.raw
Harville-LCMS-Untargeted
SP_11.raw
Harville-LCMS-Untargeted
SP_12.raw
Harville-LCMS-Untargeted
SP_13.raw
Harville-LCMS-Untargeted
SP_14.raw
Harville-LCMS-Untargeted
SP_15.raw
Harville-LCMS-Untargeted
SP_16.raw
Harville-LCMS-Untargeted
SP_17.raw
Harville-LCMS-Untargeted
SP_18.raw
Harville-LCMS-Untargeted
SP_19.raw
Harville-LCMS-Untargeted
SP_2.raw
Harville-LCMS-Untargeted
SP_20.raw
Harville-LCMS-Untargeted
SP_21.raw
Harville-LCMS-Untargeted
SP_23.raw
Harville-LCMS-Untargeted
SP_23_2.raw
Harville-LCMS-Untargeted
SP_23_3.raw
Harville-LCMS-Untargeted
SP_3.raw
Harville-LCMS-Untargeted
SP_4.raw
Harville-LCMS-Untargeted
SP_5.raw
Harville-LCMS-Untargeted
SP_6.raw
Harville-LCMS-Untargeted
SP_7.raw
Harville-LCMS-Untargeted
SP_8.raw
Harville-LCMS-Untargeted
SP_9.raw
Harville-LCMS-Untargeted
S_100.raw
Harville-LCMS-Untargeted
S_102.raw
Harville-LCMS-Untargeted
S_103.raw
Harville-LCMS-Untargeted
S_104.raw
Harville-LCMS-Untargeted
S_106.raw
Harville-LCMS-Untargeted
S_107.raw
Harville-LCMS-Untargeted
S_109.raw
Harville-LCMS-Untargeted
S_11.raw
Harville-LCMS-Untargeted
S_110.raw
Harville-LCMS-Untargeted
S_111.raw
Harville-LCMS-Untargeted
S_112.raw
Harville-LCMS-Untargeted
S_116.raw
Harville-LCMS-Untargeted
S_117.raw
Harville-LCMS-Untargeted
S_12.raw
Harville-LCMS-Untargeted
S_120.raw
Harville-LCMS-Untargeted
S_121.raw
Harville-LCMS-Untargeted
S_122.raw
Harville-LCMS-Untargeted
S_123.raw
Harville-LCMS-Untargeted
S_124.raw
Harville-LCMS-Untargeted
S_126.raw
Harville-LCMS-Untargeted
S_127.raw
Harville-LCMS-Untargeted
S_128.raw
Harville-LCMS-Untargeted
S_130.raw
Harville-LCMS-Untargeted
S_131.raw
Harville-LCMS-Untargeted
S_133.raw
Harville-LCMS-Untargeted
S_134.raw
Harville-LCMS-Untargeted
S_136.raw
Harville-LCMS-Untargeted
S_138.raw
Harville-LCMS-Untargeted
S_139.raw
Harville-LCMS-Untargeted
S_14.raw
Harville-LCMS-Untargeted
S_140.raw
Harville-LCMS-Untargeted
S_141.raw
Harville-LCMS-Untargeted
S_142.raw
Harville-LCMS-Untargeted
S_143.raw
Harville-LCMS-Untargeted
S_144.raw
Harville-LCMS-Untargeted
S_146.raw
Harville-LCMS-Untargeted
S_147.raw
Harville-LCMS-Untargeted
S_148.raw
Harville-LCMS-Untargeted
S_149.raw
Harville-LCMS-Untargeted
S_150.raw
Harville-LCMS-Untargeted
S_151.raw
Harville-LCMS-Untargeted
S_152.raw
Harville-LCMS-Untargeted
S_153.raw
Harville-LCMS-Untargeted
S_155.raw
Harville-LCMS-Untargeted
S_156.raw
Harville-LCMS-Untargeted
S_157.raw
Harville-LCMS-Untargeted
S_158.raw
Harville-LCMS-Untargeted
S_16.raw
Harville-LCMS-Untargeted
S_160.raw
Harville-LCMS-Untargeted
S_161.raw
Harville-LCMS-Untargeted
S_163.raw
Harville-LCMS-Untargeted
S_166.raw
Harville-LCMS-Untargeted
S_167.raw
Harville-LCMS-Untargeted
S_168.raw
Harville-LCMS-Untargeted
S_169.raw
Harville-LCMS-Untargeted
S_17.raw
Harville-LCMS-Untargeted
S_170.raw
Harville-LCMS-Untargeted
S_172.raw
Harville-LCMS-Untargeted
S_174.raw
Harville-LCMS-Untargeted
S_175.raw
Harville-LCMS-Untargeted
S_176.raw
Harville-LCMS-Untargeted
S_177.raw
Harville-LCMS-Untargeted
S_178.raw
Harville-LCMS-Untargeted
S_179.raw
Harville-LCMS-Untargeted
S_181.raw
Harville-LCMS-Untargeted
S_182.raw
Harville-LCMS-Untargeted
S_183.raw
Harville-LCMS-Untargeted
S_184.raw
Harville-LCMS-Untargeted
S_186.raw
Harville-LCMS-Untargeted
S_187.raw
Harville-LCMS-Untargeted
S_188.raw
Harville-LCMS-Untargeted
S_189.raw
Harville-LCMS-Untargeted
S_19.raw
Harville-LCMS-Untargeted
S_190.raw
Harville-LCMS-Untargeted
S_191.raw
Harville-LCMS-Untargeted
S_192.raw
Harville-LCMS-Untargeted
S_193.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2551/3150 [3:12:59<1:30:54,  9.11s/it]
Harville-LCMS-Untargeted
S_194.raw
Harville-LCMS-Untargeted
S_195.raw
Harville-LCMS-Untargeted
S_196.raw
Harville-LCMS-Untargeted
S_197.raw
Harville-LCMS-Untargeted
S_198.raw
Harville-LCMS-Untargeted
S_199.raw
Harville-LCMS-Untargeted
S_2.raw
Harville-LCMS-Untargeted
S_20.raw
Harville-LCMS-Untargeted
S_200.raw
Harville-LCMS-Untargeted
S_201.raw
Harville-LCMS-Untargeted
S_202.raw
Harville-LCMS-Untargeted
S_203.raw
Harville-LCMS-Untargeted
S_204.raw
Harville-LCMS-Untargeted
S_205.raw
Harville-LCMS-Untargeted
S_206.raw
Harville-LCMS-Untargeted
S_208.raw
Harville-LCMS-Untargeted
S_209.raw
Harville-LCMS-Untargeted
S_21.raw
Harville-LCMS-Untargeted
S_210.raw
Harville-LCMS-Untargeted
S_211.raw
Harville-LCMS-Untargeted
S_212.raw
Harville-LCMS-Untargeted
S_213.raw
Harville-LCMS-Untargeted
S_214.raw
Harville-LCMS-Untargeted
S_22.raw
Harville-LCMS-Untargeted
S_23.raw
Harville-LCMS-Untargeted
S_25.raw
Harville-LCMS-Untargeted
S_26.raw
Harville-LCMS-Untargeted
S_27.raw
Harville-LCMS-Untargeted
S_3.raw
Harville-LCMS-Untargeted
S_30.raw
Harville-LCMS-Untargeted
S_31.raw
Harville-LCMS-Untargeted
S_32.raw
Harville-LCMS-Untargeted
S_33.raw
Harville-LCMS-Untargeted
S_34.raw
Harville-LCMS-Untargeted
S_36.raw
Harville-LCMS-Untargeted
S_37.raw
Harville-LCMS-Untargeted
S_38.raw
Harville-LCMS-Untargeted
S_40.raw
Harville-LCMS-Untargeted
S_41.raw
Harville-LCMS-Untargeted
S_42.raw
Harville-LCMS-Untargeted
S_43.raw
Harville-LCMS-Untargeted
S_44.raw
Harville-LCMS-Untargeted
S_47.raw
Harville-LCMS-Untargeted
S_48.raw
Harville-LCMS-Untargeted
S_50.raw
Harville-LCMS-Untargeted
S_51.raw
Harville-LCMS-Untargeted
S_53.raw
Harville-LCMS-Untargeted
S_54.raw
Harville-LCMS-Untargeted
S_56.raw
Harville-LCMS-Untargeted
S_57.raw
Harville-LCMS-Untargeted
S_58.raw
Harville-LCMS-Untargeted
S_59.raw
Harville-LCMS-Untargeted
S_61.raw
Harville-LCMS-Untargeted
S_62.raw
Harville-LCMS-Untargeted
S_68.raw
Harville-LCMS-Untargeted
S_69.raw
Harville-LCMS-Untargeted
S_7.raw
Harville-LCMS-Untargeted
S_73.raw
Harville-LCMS-Untargeted
S_75.raw
Harville-LCMS-Untargeted
S_78.raw
Harville-LCMS-Untargeted
S_80.raw
Harville-LCMS-Untargeted
S_81.raw
Harville-LCMS-Untargeted
S_82.raw
Harville-LCMS-Untargeted
S_83.raw
Harville-LCMS-Untargeted
S_84.raw
Harville-LCMS-Untargeted
S_85.raw
Harville-LCMS-Untargeted
S_86.raw
Harville-LCMS-Untargeted
S_87.raw
Harville-LCMS-Untargeted
S_89.raw
Harville-LCMS-Untargeted
S_90.raw
Harville-LCMS-Untargeted
S_91.raw
Harville-LCMS-Untargeted
S_92.raw
Harville-LCMS-Untargeted
S_94.raw
Harville-LCMS-Untargeted
S_95.raw
Harville-LCMS-Untargeted
S_96.raw
Harville-LCMS-Untargeted
S_98.raw
Harville-LCMS-Untargeted
S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 178 rows!
Extracted information for 178 samples.
Processing  ST001708
No raw data detected. Ignoring ST001708
Processing  ST000681
No raw data detected. Ignoring ST000681
Processing  ST001724
Initiating REDU-table generation for AN002808
Rest length is 94
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002809
Rest length is 94
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
ST001724
Urine_neg_exp1
QC-1_neg_1.mzXML
ST001724
Urine_neg_exp1
QC-1_neg_2.mzXML
ST001724
Urine_neg_exp1
QC-1_neg_3.mzXML
ST001724
Urine_neg_exp1
QC-1_neg_4.mzXML
ST001724
Urine_neg_exp1
QC-2_neg_1.mzXML
ST001724
Urine_neg_exp1
QC-2_neg_2.mzXML
ST001724
Urine_neg_exp1
QC-2_neg_3.mzXML
ST001724
Urine_neg_exp1
QC-2_neg_4.mzXML
ST001724
Urine_neg_exp1
QC-3_neg_1.mzXML
ST001724
Urine_neg_exp1
QC-3_neg_2.mzXML
ST001724
Urine_neg_exp1
QC-3_neg_3.mzXML
ST001724
Urine_neg_exp1
QC-3_neg_4.mzXML
ST001724
Urine_neg_exp1
QC-4_neg_1.mzXML
ST001724
Urine_neg_exp1
QC-4_neg_2.mzXML
ST001724
Urine_neg_exp1
QC-4_neg_3.mzXML
ST001724
Urine_neg_exp1
QC-4_neg_4.mzXML
ST001724
Urine_neg_exp1
Urin_neg_1.mzXML
ST001724
Urine_neg_exp1
Urin_neg_10.mzXML
ST001724
Urine_neg_exp1
Urin_neg_11.mzXML
ST001724
Urine_neg_exp1
Urin_neg_12.mzXML
ST001724
Urine_neg_exp1
Urin_neg_13.mzXML
ST001724
Urine_neg_exp1
Urin_neg_14.mzXML
ST001724
Urine_neg_exp1
Urin_neg_15.mzXML
ST001724
Urine_neg_exp1
Urin_neg_16.mzXML
ST001724
Urine_neg_exp1
Urin_neg_17.mzXML
ST001724
Urine_neg_exp1
Urin_neg_18.mzXML
ST001724
Urine_neg_exp1
Urin_neg_19.mzXML
ST001724
Urine_neg_exp1
Urin_neg_2.mzXML
ST001724
Urine_neg_exp1
Urin_neg_20.mzXML
ST001724
Urine_neg_exp1
Urin_neg_21.mzXML
ST001724
Urine_neg_exp1
Urin_neg_22.mzXML
ST001724
Urine_neg_exp1
Urin_neg_23.mzXML
ST001724
Urine_neg_exp1
Urin_neg_24.mzXML
ST001724
Urine_neg_exp1
Urin_neg_25.mzXML
ST001724
Urine_neg_exp1
Urin_neg_26.mzXML
ST001724
Urine_neg_exp1
Urin_neg_27.mzXML
ST001724
Urine_neg_exp1
Urin_neg_28.mzXML
ST001724
Urine_neg_exp1
Urin_neg_29.mzXML
ST001724
Urine_neg_exp1
Urin_neg_3.mzXML
ST001724
Urine_neg_exp1
Urin_neg_30.mzXML
ST001724
Urine_neg_exp1
Urin_neg_31.mzXML
ST001724
Urine_neg_exp1
Urin_neg_4.mzXML
ST001724
Urine_neg_exp1
Urin_neg_5.mzXML
ST001724
Urine_neg_exp1
Urin_neg_6.mzXML
ST001724
Urine_neg_exp1
Urin_neg_7.mzXML
ST001724
Urine_neg_exp1
Urin_neg_8.mzXML
ST001724
Urine_neg_exp1
Urin_neg_9.mzXML
ST001724
Urine_neg_exp2
Urin_neg_32.mzXML
ST001724
Urine_neg_exp2
Urin_neg_33.mzXML
ST001724
Urine_neg_exp2
Urin_neg_34.mzXML
ST001724
Urine_neg_exp2
Urin_neg_35.mzXML
ST001724
Urine_neg_exp2
Urin_neg_36.mzXML
ST001724
Urine_neg_exp2
Urin_neg_37.mzXML
ST001724
Urine_neg_exp2
Urin_neg_38.mzXML
ST001724
Urine_neg_exp2
Urin_neg_39.mzXML
ST001724
Urine_neg_exp2
Urin_neg_40.mzXML
ST001724
Urine_neg_exp2
Urin_neg_41.mzXML
ST001724
Urine_neg_exp2
Urin_neg_42.mzXML
ST001724
Urine_neg_exp2
Urin_neg_43.mzXML
ST001724
Urine_neg_exp2
Urin_neg_44.mzXML
ST001724
Urine_neg_exp2
Urin_neg_45.mzXML
ST001724
Urine_neg_exp2
Urin_neg_46.mzXML
ST001724
Urine_neg_exp2
Urin_neg_47.mzXML
ST001724
Urine_neg_exp2
Urin_neg_48.mzXML
ST001724
Urine_neg_exp2
Urin_neg_49.mzXML
ST001724
Urine_neg_exp2
Urin_neg_50.mzXML
ST001724
Urine_neg_exp2
Urin_neg_51.mzXML
ST001724
Urine_neg_exp2
Urin_neg_52.mzXML
ST001724
Urine_neg_exp2
Urin_neg_53.mzXML
ST001724
Urine_neg_exp2
Urin_neg_54.mzXML
ST001724
Urine_neg_exp2
Urin_neg_55.mzXML
ST001724
Urine_neg_exp2
Urin_neg_56.mzXML
ST001724
Urine_neg_exp2
Urin_neg_57.mzXML
ST001724
Urine_neg_exp2
Urin_neg_58.mzXML
ST001724
Urine_neg_exp2
Urin_neg_59.mzXML
ST001724
Urine_neg_exp2
Urin_neg_60.mzXML
ST001724
Urine_neg_exp2
Urin_neg_61.mzXML
ST001724
Urine_neg_exp2
Urin_neg_62.mzXML
ST001724
Urine_neg_exp2
Urin_neg_63.mzXML
ST001724
Urine_neg_exp2
Urin_neg_64.mzXML
ST001724
Urine_neg_exp2
Urin_neg_65.mzXML
ST001724
Urine_neg_exp2
Urin_neg_66.mzXML
ST001724
Urine_neg_exp2
Urin_neg_67.mzXML
ST001724
Urine_neg_exp2
Urin_neg_68.mzXML
ST001724
Urine_neg_exp2
Urin_neg_69.mzXML
ST001724
Urine_neg_exp2
Urin_neg_70.mzXML
ST001724
Urine_neg_exp2
Urin_neg_71.mzXML
ST001724
Urine_neg_exp2
Urin_neg_72.mzXML
ST001724
Urine_neg_exp2
Urin_neg_73.mzXML
ST001724
Urine_neg_exp2
Urin_neg_74.mzXML
ST001724
Urine_neg_exp2
Urin_neg_75.mzXML
ST001724
Urine_neg_exp2
Urin_neg_76.mzXML
ST001724
Urine_neg_exp2
Urin_neg_77.mzXML
ST001724
Urine_neg_exp2
Urin_neg_78.mzXML
ST001724
Urine_pos_exp
QC-1_pos_1.mzXML
ST001724
Urine_pos_exp
QC-1_pos_2.mzXML
ST001724
Urine_pos_exp
QC-1_pos_3.mzXML
ST001724
Urine_pos_exp
QC-1_pos_4.mzXML
ST001724
Urine_pos_exp
QC-2_pos_1.mzXML
ST001724
Urine_pos_exp
QC-2_pos_2.mzXML
ST001724
Urine_pos_exp
QC-2_pos_3.mzXML
ST001724
Urine_pos_exp
QC-2_pos_4.mzXML
ST001724
Urine_pos_exp
QC-3_pos_1.mzXML
ST001724
Urine_pos_exp
QC-3_pos_2.mzXML
ST001724
Urine_pos_exp
QC-3_pos_3.mzXML
ST001724
Urine_pos_exp
QC-3_pos_4.mzXML
ST001724
Urine_pos_exp
QC-4_pos_1.mzXML
ST001724
Urine_pos_exp
QC-4_pos_2.mzXML
ST001724
Urine_pos_exp
QC-4_pos_3.mzXML
ST001724
Urine_pos_exp
QC-4_pos_4.mzXML
ST001724
Urine_pos_exp
Urin_pos_1.mzXML
ST001724
Urine_pos_exp
Urin_pos_10.mzXML
ST001724
Urine_pos_exp
Urin_pos_11.mzXML
ST001724
Urine_pos_exp
Urin_pos_12.mzXML
ST001724
Urine_pos_exp
Urin_pos_13.mzXML
ST001724
Urine_pos_exp
Urin_pos_14.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2554/3150 [3:13:03<54:58,  5.54s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2556/3150 [3:13:05<41:26,  4.19s/it]
ST001724
Urine_pos_exp
Urin_pos_15.mzXML
ST001724
Urine_pos_exp
Urin_pos_16.mzXML
ST001724
Urine_pos_exp
Urin_pos_17.mzXML
ST001724
Urine_pos_exp
Urin_pos_18.mzXML
ST001724
Urine_pos_exp
Urin_pos_19.mzXML
ST001724
Urine_pos_exp
Urin_pos_2.mzXML
ST001724
Urine_pos_exp
Urin_pos_20.mzXML
ST001724
Urine_pos_exp
Urin_pos_21.mzXML
ST001724
Urine_pos_exp
Urin_pos_22.mzXML
ST001724
Urine_pos_exp
Urin_pos_23.mzXML
ST001724
Urine_pos_exp
Urin_pos_24.mzXML
ST001724
Urine_pos_exp
Urin_pos_25.mzXML
ST001724
Urine_pos_exp
Urin_pos_26.mzXML
ST001724
Urine_pos_exp
Urin_pos_27.mzXML
ST001724
Urine_pos_exp
Urin_pos_28.mzXML
ST001724
Urine_pos_exp
Urin_pos_29.mzXML
ST001724
Urine_pos_exp
Urin_pos_3.mzXML
ST001724
Urine_pos_exp
Urin_pos_30.mzXML
ST001724
Urine_pos_exp
Urin_pos_31.mzXML
ST001724
Urine_pos_exp
Urin_pos_32.mzXML
ST001724
Urine_pos_exp
Urin_pos_33.mzXML
ST001724
Urine_pos_exp
Urin_pos_34.mzXML
ST001724
Urine_pos_exp
Urin_pos_35.mzXML
ST001724
Urine_pos_exp
Urin_pos_36.mzXML
ST001724
Urine_pos_exp
Urin_pos_37.mzXML
ST001724
Urine_pos_exp
Urin_pos_38.mzXML
ST001724
Urine_pos_exp
Urin_pos_39.mzXML
ST001724
Urine_pos_exp
Urin_pos_4.mzXML
ST001724
Urine_pos_exp
Urin_pos_40.mzXML
ST001724
Urine_pos_exp
Urin_pos_41.mzXML
ST001724
Urine_pos_exp
Urin_pos_42.mzXML
ST001724
Urine_pos_exp
Urin_pos_43.mzXML
ST001724
Urine_pos_exp
Urin_pos_44.mzXML
ST001724
Urine_pos_exp
Urin_pos_45.mzXML
ST001724
Urine_pos_exp
Urin_pos_46.mzXML
ST001724
Urine_pos_exp
Urin_pos_47.mzXML
ST001724
Urine_pos_exp
Urin_pos_48.mzXML
ST001724
Urine_pos_exp
Urin_pos_49.mzXML
ST001724
Urine_pos_exp
Urin_pos_5.mzXML
ST001724
Urine_pos_exp
Urin_pos_50.mzXML
ST001724
Urine_pos_exp
Urin_pos_51.mzXML
ST001724
Urine_pos_exp
Urin_pos_52.mzXML
ST001724
Urine_pos_exp
Urin_pos_53.mzXML
ST001724
Urine_pos_exp
Urin_pos_54.mzXML
ST001724
Urine_pos_exp
Urin_pos_55.mzXML
ST001724
Urine_pos_exp
Urin_pos_56.mzXML
ST001724
Urine_pos_exp
Urin_pos_57.mzXML
ST001724
Urine_pos_exp
Urin_pos_58.mzXML
ST001724
Urine_pos_exp
Urin_pos_59.mzXML
ST001724
Urine_pos_exp
Urin_pos_6.mzXML
ST001724
Urine_pos_exp
Urin_pos_60.mzXML
ST001724
Urine_pos_exp
Urin_pos_61.mzXML
ST001724
Urine_pos_exp
Urin_pos_62.mzXML
ST001724
Urine_pos_exp
Urin_pos_63.mzXML
ST001724
Urine_pos_exp
Urin_pos_64.mzXML
ST001724
Urine_pos_exp
Urin_pos_65.mzXML
ST001724
Urine_pos_exp
Urin_pos_66.mzXML
ST001724
Urine_pos_exp
Urin_pos_67.mzXML
ST001724
Urine_pos_exp
Urin_pos_68.mzXML
ST001724
Urine_pos_exp
Urin_pos_69.mzXML
ST001724
Urine_pos_exp
Urin_pos_7.mzXML
ST001724
Urine_pos_exp
Urin_pos_70.mzXML
ST001724
Urine_pos_exp
Urin_pos_71.mzXML
ST001724
Urine_pos_exp
Urin_pos_72.mzXML
ST001724
Urine_pos_exp
Urin_pos_73.mzXML
ST001724
Urine_pos_exp
Urin_pos_74.mzXML
ST001724
Urine_pos_exp
Urin_pos_75.mzXML
ST001724
Urine_pos_exp
Urin_pos_76.mzXML
ST001724
Urine_pos_exp
Urin_pos_77.mzXML
ST001724
Urine_pos_exp
Urin_pos_78.mzXML
ST001724
Urine_pos_exp
Urin_pos_8.mzXML
ST001724
Urine_pos_exp
Urin_pos_9.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 188 rows!
Extracted information for 188 samples.
Processing  ST001921
No raw data detected. Ignoring ST001921
Processing  ST003249
Initiating REDU-table generation for AN005322
Rest length is 15
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Workbench upload
Nav-Jos-20220209-01.raw
Workbench upload
Nav-Jos-20220209-02.raw
Workbench upload
Nav-Jos-20220209-03.raw
Workbench upload
Nav-Jos-20220209-04.raw
Workbench upload
Nav-Jos-20220209-05.raw
Workbench upload
Nav-Jos-20220209-06.raw
Workbench upload
Nav-Jos-20220209-07.raw
Workbench upload
Nav-Jos-20220209-08.raw
Workbench upload
Nav-Jos-20220209-09.raw
Workbench upload
Nav-Jos-20220209-10.raw
Workbench upload
Nav-Jos-20220209-16.raw
Workbench upload
Nav-Jos-20220209-19.raw
Workbench upload
Nav-Jos-20220209-20.raw
Workbench upload
Nav-Jos-20220209-21.raw
Workbench upload
Nav-Jos-20220209-22.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST001807
Initiating REDU-table generation for AN002929
Rest length is 104
raw file key found.
Initiating REDU-table generation for AN002930
Rest length is 104
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Negative ion
RAW
Dm_polneg_C_11_R1.raw
Negative ion
RAW
Dm_polneg_C_11_R2.raw
Negative ion
RAW
Dm_polneg_C_11_R3.raw
Negative ion
RAW
Dm_polneg_C_11_R4.raw
Negative ion
RAW
Dm_polneg_C_16_R1.raw
Negative ion
RAW
Dm_polneg_C_16_R2.raw
Negative ion
RAW
Dm_polneg_C_16_R3.raw
Negative ion
RAW
Dm_polneg_C_16_R4.raw
Negative ion
RAW
Dm_polneg_C_21_R1.raw
Negative ion
RAW
Dm_polneg_C_21_R2.raw
Negative ion
RAW
Dm_polneg_C_21_R3.raw
Negative ion
RAW
Dm_polneg_C_21_R4.raw
Negative ion
RAW
Dm_polneg_C_26_R1.raw
Negative ion
RAW
Dm_polneg_C_26_R2.raw
Negative ion
RAW
Dm_polneg_C_26_R3.raw
Negative ion
RAW
Dm_polneg_C_26_R4.raw
Negative ion
RAW
Dm_polneg_C_31_R1.raw
Negative ion
RAW
Dm_polneg_C_31_R2.raw
Negative ion
RAW
Dm_polneg_C_31_R3.raw
Negative ion
RAW
Dm_polneg_C_31_R4.raw
Negative ion
RAW
Dm_polneg_C_36_R1.raw
Negative ion
RAW
Dm_polneg_C_36_R2.raw
Negative ion
RAW
Dm_polneg_C_36_R3.raw
Negative ion
RAW
Dm_polneg_C_36_R4.raw
Negative ion
RAW
Dm_polneg_C_41_R1.raw
Negative ion
RAW
Dm_polneg_C_41_R2.raw
Negative ion
RAW
Dm_polneg_C_41_R3.raw
Negative ion
RAW
Dm_polneg_C_41_R4.raw
Negative ion
RAW
Dm_polneg_C_6_R1.raw
Negative ion
RAW
Dm_polneg_C_6_R2.raw
Negative ion
RAW
Dm_polneg_C_6_R3.raw
Negative ion
RAW
Dm_polneg_C_6_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_14_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_14_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_14_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_14_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_19_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_19_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_19_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_19_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_24_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_24_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_24_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_24_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_29_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_29_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_29_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_29_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_34_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_34_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_34_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_34_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_39_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_39_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_39_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_39_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_44_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_44_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_44_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_44_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_49_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_49_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_49_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_49_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_4_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_4_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_4_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_4_R4.raw
Negative ion
RAW
Dm_polneg_Ion_1_9_R1.raw
Negative ion
RAW
Dm_polneg_Ion_1_9_R2.raw
Negative ion
RAW
Dm_polneg_Ion_1_9_R3.raw
Negative ion
RAW
Dm_polneg_Ion_1_9_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_12_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_12_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_12_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_12_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_17_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_17_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_17_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_17_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_22_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_22_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_22_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_22_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_27_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_27_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_27_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_27_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_2_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_2_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_2_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_2_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_32_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_32_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_32_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_32_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_37_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_37_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_37_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_37_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_42_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_42_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_42_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_42_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_47_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_47_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_47_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_47_R4.raw
Negative ion
RAW
Dm_polneg_LCO_01_7_R1.raw
Negative ion
RAW
Dm_polneg_LCO_01_7_R2.raw
Negative ion
RAW
Dm_polneg_LCO_01_7_R3.raw
Negative ion
RAW
Dm_polneg_LCO_01_7_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_13_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_13_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_13_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_13_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_18_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_18_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_18_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_18_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_23_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_23_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_23_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_23_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_28_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_28_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_28_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_28_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_33_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_33_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_33_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_33_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_38_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_38_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_38_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_38_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_3_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_3_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_3_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_3_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_43_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_43_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_43_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_43_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_48_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_48_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_48_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_48_R4.raw
Negative ion
RAW
Dm_polneg_LCO_1_8_R1.raw
Negative ion
RAW
Dm_polneg_LCO_1_8_R2.raw
Negative ion
RAW
Dm_polneg_LCO_1_8_R3.raw
Negative ion
RAW
Dm_polneg_LCO_1_8_R4.raw
Negative ion
RAW
Dm_polneg_QC_10_R4.raw
Negative ion
RAW
Dm_polneg_QC_11_R4.raw
Negative ion
RAW
Dm_polneg_QC_12_R4.raw
Negative ion
RAW
Dm_polneg_QC_13_R4.raw
Negative ion
RAW
Dm_polneg_QC_14_R4.raw
Negative ion
RAW
Dm_polneg_QC_1_R4.raw
Negative ion
RAW
Dm_polneg_QC_2_R4.raw
Negative ion
RAW
Dm_polneg_QC_3_R4.raw
Negative ion
RAW
Dm_polneg_QC_4_R4.raw
Negative ion
RAW
Dm_polneg_QC_5_R4.raw
Negative ion
RAW
Dm_polneg_QC_6_R4.raw
Negative ion
RAW
Dm_polneg_QC_7_R4.raw
Negative ion
RAW
Dm_polneg_QC_8_R4.raw
Negative ion
RAW
Dm_polneg_QC_9_R4.raw
Negative ion
mzXML
Dm_polneg_C_11_R1.mzXML
Negative ion
mzXML
Dm_polneg_C_11_R2.mzXML
Negative ion
mzXML
Dm_polneg_C_11_R3.mzXML
Negative ion
mzXML
Dm_polneg_C_11_R4.mzXML
Negative ion
mzXML
Dm_polneg_C_16_R1.mzXML
Negative ion
mzXML
Dm_polneg_C_16_R2.mzXML
Negative ion
mzXML
Dm_polneg_C_16_R3.mzXML
Negative ion
mzXML
Dm_polneg_C_16_R4.mzXML
Negative ion
mzXML
Dm_polneg_C_21_R1.mzXML
Negative ion
mzXML
Dm_polneg_C_21_R2.mzXML
Negative ion
mzXML
Dm_polneg_C_21_R3.mzXML
Negative ion
mzXML
Dm_polneg_C_21_R4.mzXML
Negative ion
mzXML
Dm_polneg_C_26_R1.mzXML
Negative ion
mzXML
Dm_polneg_C_26_R2.mzXML
Negative ion
mzXML
Dm_polneg_C_26_R3.mzXML
Negative ion
mzXML
Dm_polneg_C_26_R4.mzXML
Negative ion
mzXML
Dm_polneg_C_31_R1.mzXML
Negative ion
mzXML
Dm_polneg_C_31_R2.mzXML
Negative ion
mzXML
Dm_polneg_C_31_R3.mzXML
Negative ion
mzXML
Dm_polneg_C_31_R4.mzXML
Negative ion
mzXML
Dm_polneg_C_36_R1.mzXML
Negative ion
mzXML
Dm_polneg_C_36_R2.mzXML
Negative ion
mzXML
Dm_polneg_C_36_R3.mzXML
Negative ion
mzXML
Dm_polneg_C_36_R4.mzXML
Negative ion
mzXML
Dm_polneg_C_41_R1.mzXML
Negative ion
mzXML
Dm_polneg_C_41_R2.mzXML
Negative ion
mzXML
Dm_polneg_C_41_R3.mzXML
Negative ion
mzXML
Dm_polneg_C_41_R4.mzXML
Negative ion
mzXML
Dm_polneg_C_6_R1.mzXML
Negative ion
mzXML
Dm_polneg_C_6_R2.mzXML
Negative ion
mzXML
Dm_polneg_C_6_R3.mzXML
Negative ion
mzXML
Dm_polneg_C_6_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_14_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_14_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_14_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_14_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_19_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_19_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_19_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_19_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_24_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_24_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_24_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_24_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_29_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_29_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_29_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_29_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_34_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_34_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_34_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_34_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_39_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_39_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_39_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_39_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_44_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_44_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_44_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_44_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_49_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_49_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_49_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_49_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_4_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_4_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_4_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_4_R4.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_9_R1.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_9_R2.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_9_R3.mzXML
Negative ion
mzXML
Dm_polneg_Ion_1_9_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_12_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_12_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_12_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_12_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_17_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_17_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_17_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_17_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_22_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_22_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_22_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_22_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_27_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_27_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_27_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_27_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_2_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_2_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_2_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_2_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_32_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_32_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_32_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_32_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_37_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_37_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_37_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_37_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_42_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_42_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_42_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_42_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_47_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_47_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_47_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_47_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_7_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_7_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_7_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_01_7_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_13_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_13_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_13_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_13_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_18_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_18_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_18_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_18_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_23_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_23_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_23_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_23_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_28_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_28_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_28_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_28_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_33_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_33_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_33_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_33_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_38_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_38_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_38_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_38_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_3_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_3_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_3_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_3_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_43_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_43_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_43_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_43_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_48_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_48_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_48_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_48_R4.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_8_R1.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_8_R2.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_8_R3.mzXML
Negative ion
mzXML
Dm_polneg_LCO_1_8_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_10_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_11_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_12_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_13_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_14_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_1_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_2_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_3_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_4_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_5_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_6_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_7_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_8_R4.mzXML
Negative ion
mzXML
Dm_polneg_QC_9_R4.mzXML
Positive ion
RAW
Dm_polpos_C_11_R1.raw
Positive ion
RAW
Dm_polpos_C_11_R2.raw
Positive ion
RAW
Dm_polpos_C_11_R3.raw
Positive ion
RAW
Dm_polpos_C_11_R4.raw
Positive ion
RAW
Dm_polpos_C_16_R1.raw
Positive ion
RAW
Dm_polpos_C_16_R2.raw
Positive ion
RAW
Dm_polpos_C_16_R3.raw
Positive ion
RAW
Dm_polpos_C_16_R4.raw
Positive ion
RAW
Dm_polpos_C_21_R1.raw
Positive ion
RAW
Dm_polpos_C_21_R2.raw
Positive ion
RAW
Dm_polpos_C_21_R3.raw
Positive ion
RAW
Dm_polpos_C_21_R4.raw
Positive ion
RAW
Dm_polpos_C_26_R1.raw
Positive ion
RAW
Dm_polpos_C_26_R2.raw
Positive ion
RAW
Dm_polpos_C_26_R3.raw
Positive ion
RAW
Dm_polpos_C_26_R4.raw
Positive ion
RAW
Dm_polpos_C_31_R1.raw
Positive ion
RAW
Dm_polpos_C_31_R2.raw
Positive ion
RAW
Dm_polpos_C_31_R3.raw
Positive ion
RAW
Dm_polpos_C_31_R4.raw
Positive ion
RAW
Dm_polpos_C_36_R1.raw
Positive ion
RAW
Dm_polpos_C_36_R2.raw
Positive ion
RAW
Dm_polpos_C_36_R3.raw
Positive ion
RAW
Dm_polpos_C_36_R4.raw
Positive ion
RAW
Dm_polpos_C_41_R1.raw
Positive ion
RAW
Dm_polpos_C_41_R2.raw
Positive ion
RAW
Dm_polpos_C_41_R3.raw
Positive ion
RAW
Dm_polpos_C_41_R4.raw
Positive ion
RAW
Dm_polpos_C_46_R1.raw
Positive ion
RAW
Dm_polpos_C_46_R2.raw
Positive ion
RAW
Dm_polpos_C_46_R3.raw
Positive ion
RAW
Dm_polpos_C_46_R4.raw
Positive ion
RAW
Dm_polpos_C_6_R1.raw
Positive ion
RAW
Dm_polpos_C_6_R2.raw
Positive ion
RAW
Dm_polpos_C_6_R3.raw
Positive ion
RAW
Dm_polpos_C_6_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_14_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_14_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_14_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_14_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_19_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_19_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_19_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_19_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_24_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_24_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_24_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_24_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_29_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_29_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_29_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_29_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_34_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_34_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_34_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_34_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_39_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_39_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_39_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_39_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_44_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_44_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_44_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_44_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_49_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_49_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_49_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_49_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_4_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_4_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_4_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_4_R4.raw
Positive ion
RAW
Dm_polpos_Ion_1_9_R1.raw
Positive ion
RAW
Dm_polpos_Ion_1_9_R2.raw
Positive ion
RAW
Dm_polpos_Ion_1_9_R3.raw
Positive ion
RAW
Dm_polpos_Ion_1_9_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_12_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_12_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_12_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_12_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_17_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_17_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_17_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_17_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_22_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_22_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_22_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_22_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_27_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_27_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_27_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_27_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_2_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_2_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_2_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_2_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_32_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_32_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_32_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_32_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_37_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_37_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_37_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_37_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_42_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_42_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_42_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_42_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_47_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_47_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_47_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_47_R4.raw
Positive ion
RAW
Dm_polpos_LCO_01_7_R1.raw
Positive ion
RAW
Dm_polpos_LCO_01_7_R2.raw
Positive ion
RAW
Dm_polpos_LCO_01_7_R3.raw
Positive ion
RAW
Dm_polpos_LCO_01_7_R4.raw
Positive ion
RAW
Dm_polpos_LCO_1_13_R1.raw
Positive ion
RAW
Dm_polpos_LCO_1_13_R2.raw
Positive ion
RAW
Dm_polpos_LCO_1_13_R3.raw
Positive ion
RAW
Dm_polpos_LCO_1_13_R4.raw
Positive ion
RAW
Dm_polpos_LCO_1_18_R1.raw
Positive ion
RAW
Dm_polpos_LCO_1_18_R2.raw
Positive ion
RAW
Dm_polpos_LCO_1_18_R3.raw
Positive ion
RAW
Dm_polpos_LCO_1_18_R4.raw
Positive ion
RAW
Dm_polpos_LCO_1_28_R1.raw
Positive ion
RAW
Dm_polpos_LCO_1_28_R2.raw
Positive ion
RAW
Dm_polpos_LCO_1_28_R3.raw
Positive ion
RAW
Dm_polpos_LCO_1_28_R4.raw
Positive ion
RAW
Dm_polpos_LCO_1_33_R1.raw
Positive ion
RAW
Dm_polpos_LCO_1_33_R2.raw
Positive ion
RAW
Dm_polpos_LCO_1_33_R3.raw
Positive ion
RAW
Dm_polpos_LCO_1_33_R4.raw
Positive ion
RAW
Dm_polpos_LCO_1_38_R1.raw
Positive ion
RAW
Dm_polpos_LCO_1_38_R2.raw
Positive ion
RAW
Dm_polpos_LCO_1_38_R3.raw
Positive ion
RAW
Dm_polpos_LCO_1_38_R4.raw
Positive ion
RAW
Dm_polpos_LCO_1_3_R1.raw
Positive ion
RAW
Dm_polpos_LCO_1_3_R2.raw
Positive ion
RAW
Dm_polpos_LCO_1_3_R3.raw
Positive ion
RAW
Dm_polpos_LCO_1_3_R4.raw
Positive ion
RAW
Dm_polpos_LCO_1_43_R1.raw
Positive ion
RAW
Dm_polpos_LCO_1_43_R2.raw
Positive ion
RAW
Dm_polpos_LCO_1_43_R3.raw
Positive ion
RAW
Dm_polpos_LCO_1_43_R4.raw
Positive ion
RAW
Dm_polpos_LCO_1_48_R1.raw
Positive ion
RAW
Dm_polpos_LCO_1_48_R2.raw
Positive ion
RAW
Dm_polpos_LCO_1_48_R3.raw
Positive ion
RAW
Dm_polpos_LCO_1_48_R4.raw
Positive ion
RAW
Dm_polpos_LCO_1_8_R1.raw
Positive ion
RAW
Dm_polpos_LCO_1_8_R2.raw
Positive ion
RAW
Dm_polpos_LCO_1_8_R3.raw
Positive ion
RAW
Dm_polpos_LCO_1_8_R4.raw
Positive ion
RAW
Dm_polpos_QC_10_R4.raw
Positive ion
RAW
Dm_polpos_QC_11_R4.raw
Positive ion
RAW
Dm_polpos_QC_12_R4.raw
Positive ion
RAW
Dm_polpos_QC_13_R4.raw
Positive ion
RAW
Dm_polpos_QC_14_R4.raw
Positive ion
RAW
Dm_polpos_QC_1_R4.raw
Positive ion
RAW
Dm_polpos_QC_2_R4.raw
Positive ion
RAW
Dm_polpos_QC_3_R4.raw
Positive ion
RAW
Dm_polpos_QC_4_R4.raw
Positive ion
RAW
Dm_polpos_QC_5_R4.raw
Positive ion
RAW
Dm_polpos_QC_6_R4.raw
Positive ion
RAW
Dm_polpos_QC_7_R4.raw
Positive ion
RAW
Dm_polpos_QC_8_R4.raw
Positive ion
RAW
Dm_polpos_QC_9_R4.raw
Positive ion
mzXML
Dm_polpos_C_11_R1.mzXML
Positive ion
mzXML
Dm_polpos_C_11_R2.mzXML
Positive ion
mzXML
Dm_polpos_C_11_R3.mzXML
Positive ion
mzXML
Dm_polpos_C_11_R4.mzXML
Positive ion
mzXML
Dm_polpos_C_16_R1.mzXML
Positive ion
mzXML
Dm_polpos_C_16_R2.mzXML
Positive ion
mzXML
Dm_polpos_C_16_R3.mzXML
Positive ion
mzXML
Dm_polpos_C_16_R4.mzXML
Positive ion
mzXML
Dm_polpos_C_21_R1.mzXML
Positive ion
mzXML
Dm_polpos_C_21_R2.mzXML
Positive ion
mzXML
Dm_polpos_C_21_R3.mzXML
Positive ion
mzXML
Dm_polpos_C_21_R4.mzXML
Positive ion
mzXML
Dm_polpos_C_26_R1.mzXML
Positive ion
mzXML
Dm_polpos_C_26_R2.mzXML
Positive ion
mzXML
Dm_polpos_C_26_R3.mzXML
Positive ion
mzXML
Dm_polpos_C_26_R4.mzXML
Positive ion
mzXML
Dm_polpos_C_31_R1.mzXML
Positive ion
mzXML
Dm_polpos_C_31_R2.mzXML
Positive ion
mzXML
Dm_polpos_C_31_R3.mzXML
Positive ion
mzXML
Dm_polpos_C_31_R4.mzXML
Positive ion
mzXML
Dm_polpos_C_36_R1.mzXML
Positive ion
mzXML
Dm_polpos_C_36_R2.mzXML
Positive ion
mzXML
Dm_polpos_C_36_R3.mzXML
Positive ion
mzXML
Dm_polpos_C_36_R4.mzXML
Positive ion
mzXML
Dm_polpos_C_41_R1.mzXML
Positive ion
mzXML
Dm_polpos_C_41_R2.mzXML
Positive ion
mzXML
Dm_polpos_C_41_R3.mzXML
Positive ion
mzXML
Dm_polpos_C_41_R4.mzXML
Positive ion
mzXML
Dm_polpos_C_46_R1.mzXML
Positive ion
mzXML
Dm_polpos_C_46_R2.mzXML
Positive ion
mzXML
Dm_polpos_C_46_R3.mzXML
Positive ion
mzXML
Dm_polpos_C_46_R4.mzXML
Positive ion
mzXML
Dm_polpos_C_6_R1.mzXML
Positive ion
mzXML
Dm_polpos_C_6_R2.mzXML
Positive ion
mzXML
Dm_polpos_C_6_R3.mzXML
Positive ion
mzXML
Dm_polpos_C_6_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_14_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_14_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_14_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_14_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_19_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_19_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_19_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_19_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_24_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_24_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_24_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_24_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_29_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_29_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_29_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_29_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_34_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_34_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_34_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_34_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_39_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_39_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_39_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_39_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_44_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_44_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_44_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_44_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_49_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_49_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_49_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_49_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_4_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_4_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_4_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_4_R4.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_9_R1.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_9_R2.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_9_R3.mzXML
Positive ion
mzXML
Dm_polpos_Ion_1_9_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_12_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_12_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_12_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_12_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_17_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_17_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_17_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_17_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_22_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_22_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_22_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_22_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_27_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_27_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_27_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_27_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_2_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_2_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_2_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_2_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_32_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_32_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_32_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_32_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_37_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_37_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_37_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_37_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_42_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_42_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_42_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_42_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_47_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_47_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_47_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_47_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_7_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_7_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_7_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_01_7_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_13_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_13_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_13_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_13_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_18_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_18_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_18_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_18_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_28_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_28_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_28_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_28_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_33_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_33_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_33_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_33_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_38_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_38_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_38_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_38_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_3_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_3_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_3_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_3_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_43_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_43_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_43_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_43_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_48_R1.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████  | 2557/3150 [3:13:12<46:12,  4.67s/it]
Positive ion
mzXML
Dm_polpos_LCO_1_48_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_48_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_48_R4.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_8_R1.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_8_R2.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_8_R3.mzXML
Positive ion
mzXML
Dm_polpos_LCO_1_8_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_10_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_11_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_12_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_13_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_14_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_1_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_2_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_3_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_4_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_5_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_6_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_7_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_8_R4.mzXML
Positive ion
mzXML
Dm_polpos_QC_9_R4.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 664 rows!
Extracted information for 664 samples.
Processing  ST003586
No raw data detected. Ignoring ST003586
Processing  ST001261
No raw data detected. Ignoring ST001261
Processing  ST000890
No raw data detected. Ignoring ST000890
Processing  ST002914
Initiating REDU-table generation for AN004784
Rest length is 60
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/4 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 4/4 [00:00<00:00, 4242.03it/s]

 81%|████████▏ | 2561/3150 [3:13:13<23:20,  2.38s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002592
Initiating REDU-table generation for AN004264
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches:  98%|█████████▊| 49/50 [00:00<00:00, 486.59it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 485.65it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████▏ | 2562/3150 [3:13:15<23:29,  2.40s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████▏ | 2563/3150 [3:13:18<24:50,  2.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████▏ | 2565/3150 [3:13:20<19:56,  2.05s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
28dec20_26.RAW
28dec20_27.RAW
28dec20_28.RAW
28dec20_29.RAW
28dec20_30.RAW
28dec20_31.RAW
28dec20_32.RAW
28dec20_33.RAW
28dec20_34.RAW
28dec20_35.RAW
28dec20_36.RAW
28dec20_37.RAW
28dec20_38.RAW
28dec20_40.RAW
28dec20_41.RAW
28dec20_42.RAW
28dec20_43.RAW
28dec20_44.RAW
28dec20_45.RAW
28dec20_46.RAW
28dec20_47.RAW
28dec20_48.RAW
28dec20_49.RAW
28dec20_50.RAW
28dec20_51.RAW
30dec20_26.RAW
30dec20_27.RAW
30dec20_28.RAW
30dec20_29.RAW
30dec20_30.RAW
30dec20_31.RAW
30dec20_32.RAW
30dec20_33.RAW
30dec20_34.RAW
30dec20_35.RAW
30dec20_36.RAW
30dec20_37.RAW
30dec20_38.RAW
30dec20_40.RAW
30dec20_41.RAW
30dec20_42.RAW
30dec20_43.RAW
30dec20_44.RAW
30dec20_45.RAW
30dec20_46.RAW
30dec20_47.RAW
30dec20_48.RAW
30dec20_49.RAW
30dec20_50.RAW
30dec20_51.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST002779
Initiating REDU-table generation for AN004525
Rest length is 77
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004526
Rest length is 77
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20-0029_NETCDF
220512_qtof_05.cdf
20-0029_NETCDF
220512_qtof_06.cdf
20-0029_NETCDF
220512_qtof_07.cdf
20-0029_NETCDF
220512_qtof_08.cdf
20-0029_NETCDF
220512_qtof_09.cdf
20-0029_NETCDF
220512_qtof_10.cdf
20-0029_NETCDF
220512_qtof_11.cdf
20-0029_NETCDF
220512_qtof_12.cdf
20-0029_NETCDF
220512_qtof_15.cdf
20-0029_NETCDF
220512_qtof_16.cdf
20-0029_NETCDF
220512_qtof_17.cdf
20-0029_NETCDF
220512_qtof_18.cdf
20-0029_NETCDF
220512_qtof_19.cdf
20-0029_NETCDF
220512_qtof_20.cdf
20-0029_NETCDF
220512_qtof_34.cdf
20-0029_NETCDF
220512_qtof_35.cdf
20-0029_NETCDF
221019_sq_11.cdf
20-0029_NETCDF
221019_sq_12.cdf
20-0029_NETCDF
221019_sq_13.cdf
20-0029_NETCDF
221019_sq_14.cdf
20-0029_NETCDF
221019_sq_17.cdf
20-0029_NETCDF
221019_sq_18.cdf
20-0029_NETCDF
221019_sq_19.cdf
20-0029_NETCDF
221019_sq_20.cdf
20-0029_NETCDF
221019_sq_21.cdf
20-0029_NETCDF
221019_sq_22.cdf
20-0029_NETCDF
221019_sq_23.cdf
20-0029_NETCDF
221019_sq_24.cdf
20-0029_NETCDF
221019_sq_25.cdf
20-0029_NETCDF
221019_sq_26.cdf
20-0029_NETCDF
221019_sq_29.cdf
20-0029_NETCDF
221019_sq_30.cdf
20-0029_NETCDF
221019_sq_31.cdf
20-0029_NETCDF
221019_sq_32.cdf
20-0029_NETCDF
221019_sq_33.cdf
20-0029_NETCDF
221019_sq_34.cdf
20-0029_NETCDF
221019_sq_35.cdf
20-0029_NETCDF
221019_sq_36.cdf
20-0029_NETCDF
221019_sq_37.cdf
20-0029_NETCDF
221020_sq_05.cdf
20-0029_NETCDF
221020_sq_06.cdf
20-0029_NETCDF
221020_sq_07.cdf
20-0029_NETCDF
221020_sq_08.cdf
20-0029_NETCDF
221020_sq_09.cdf
20-0029_NETCDF
221020_sq_10.cdf
20-0029_NETCDF
221020_sq_11.cdf
20-0029_NETCDF
221020_sq_12.cdf
20-0029_NETCDF
221020_sq_13.cdf
20-0029_NETCDF
221020_sq_14.cdf
20-0029_NETCDF
221020_sq_15.cdf
20-0029_NETCDF
221020_sq_16.cdf
20-0029_NETCDF
221020_sq_19.cdf
20-0029_NETCDF
221020_sq_20.cdf
20-0029_NETCDF
221020_sq_21.cdf
20-0029_NETCDF
221020_sq_22.cdf
20-0029_NETCDF
221020_sq_23.cdf
20-0029_NETCDF
221020_sq_24.cdf
20-0029_NETCDF
221020_sq_27.cdf
20-0029_NETCDF
221020_sq_28.cdf
20-0029_NETCDF
221020_sq_29.cdf
20-0029_NETCDF
221020_sq_30.cdf
20-0029_NETCDF
221020_sq_31.cdf
20-0029_NETCDF
221020_sq_32.cdf
20-0029_NETCDF
221025_sq_05.cdf
20-0029_NETCDF
221025_sq_06.cdf
20-0029_NETCDF
221025_sq_07.cdf
20-0029_NETCDF
221025_sq_08.cdf
20-0029_NETCDF
221025_sq_11.cdf
20-0029_NETCDF
221025_sq_12.cdf
20-0029_NETCDF
221025_sq_13.cdf
20-0029_NETCDF
221025_sq_14.cdf
20-0029_NETCDF
221025_sq_15.cdf
20-0029_NETCDF
221025_sq_16.cdf
20-0029_NETCDF
221025_sq_17.cdf
20-0029_NETCDF
221025_sq_18.cdf
20-0029_NETCDF
221025_sq_19.cdf
20-0029_NETCDF
221025_sq_20.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 77 rows!
Extracted information for 77 samples.
Processing  ST001160
No raw data detected. Ignoring ST001160
Processing  ST001314
Initiating REDU-table generation for AN002188
Rest length is 47
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Islets
CI_1.raw
Islets
CI_10.raw
Islets
CI_11.raw
Islets
CI_12.raw
Islets
CI_13.raw
Islets
CI_14.raw
Islets
CI_15.raw
Islets
CI_16.raw
Islets
CI_17.raw
Islets
CI_18.raw
Islets
CI_19.raw
Islets
CI_2.raw
Islets
CI_20.raw
Islets
CI_21.raw
Islets
CI_22.raw
Islets
CI_23.raw
Islets
CI_24.raw
Islets
CI_25.raw
Islets
CI_26.raw
Islets
CI_27.raw
Islets
CI_28.raw
Islets
CI_29.raw
Islets
CI_3.raw
Islets
CI_30.raw
Islets
CI_31.raw
Islets
CI_32.raw
Islets
CI_33.raw
Islets
CI_34.raw
Islets
CI_35.raw
Islets
CI_36.raw
Islets
CI_37.raw
Islets
CI_38.raw
Islets
CI_39.raw
Islets
CI_4.raw
Islets
CI_40.raw
Islets
CI_5.raw
Islets
CI_6.raw
Islets
CI_7.raw
Islets
CI_8.raw
Islets
CI_9.raw
Islets
SP_CL_1_1.raw
Islets
SP_CL_1_2.raw
Islets
SP_CL_2_1.raw
Islets
SP_CL_2_2.raw
Islets
SP_CL_3_1.raw
Islets
SP_CL_3_2.raw
Islets
SP_CL_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 47 rows!
Extracted information for 47 samples.
Processing  ST001502
Initiating REDU-table generation for AN002488
Rest length is 38
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/38 [00:00<?, ?it/s]

Mapping potential matches:  26%|██▋       | 10/38 [00:00<00:00, 95.94it/s]

Mapping potential matches:  53%|█████▎    | 20/38 [00:00<00:00, 96.43it/s]

Mapping potential matches:  79%|███████▉  | 30/38 [00:00<00:00, 96.92it/s]
Mapping potential matches: 100%|██████████| 38/38 [00:00<00:00, 96.79it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002489
Rest length is 38
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/38 [00:00<?, ?it/s]

Mapping potential matches:  26%|██▋       | 10/38 [00:00<00:00, 95.93it/s]

Mapping potential matches:  53%|█████▎    | 20/38 [00:00<00:00, 96.76it/s]

Mapping potential matches:  79%|███████▉  | 30/38 [00:00<00:00, 97.24it/s]
Mapping potential matches: 100%|██████████| 38/38 [00:00<00:00, 97.23it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 81%|████████▏ | 2566/3150 [3:13:25<24:04,  2.47s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AutoMSM-Pos-modified
Ctrl-W-10_9451.d
AutoMSM-Pos-modified
Ctrl-W-11_9445.d
AutoMSM-Pos-modified
Ctrl-W-12_9499.d
AutoMSM-Pos-modified
Ctrl-W-1_9431.d
AutoMSM-Pos-modified
Ctrl-W-2_9419.d
AutoMSM-Pos-modified
Ctrl-W-3_9485.d
AutoMSM-Pos-modified
Ctrl-W-4_9495.d
AutoMSM-Pos-modified
Ctrl-W-5_9467.d
AutoMSM-Pos-modified
Ctrl-W-6_9415.d
AutoMSM-Pos-modified
Ctrl-W-7_9435.d
AutoMSM-Pos-modified
Ctrl-W-8_9471.d
AutoMSM-Pos-modified
Ctrl-W-9_9505.d
AutoMSM-Pos-modified
Dex-W-10_9449.d
AutoMSM-Pos-modified
Dex-W-11_9493.d
AutoMSM-Pos-modified
Dex-W-12_9497.d
AutoMSM-Pos-modified
Dex-W-13_9437.d
AutoMSM-Pos-modified
Dex-W-1_9487.d
AutoMSM-Pos-modified
Dex-W-2_9465.d
AutoMSM-Pos-modified
Dex-W-3_9483.d
AutoMSM-Pos-modified
Dex-W-4_9443.d
AutoMSM-Pos-modified
Dex-W-5_9411.d
AutoMSM-Pos-modified
Dex-W-6_9425.d
AutoMSM-Pos-modified
Dex-W-7_9429.d
AutoMSM-Pos-modified
Dex-W-8_9503.d
AutoMSM-Pos-modified
Dex-W-9_9405.d
AutoMSM-Pos-modified
LPS-W-10_9475.d
AutoMSM-Pos-modified
LPS-W-11_9479.d
AutoMSM-Pos-modified
LPS-W-12_9489.d
AutoMSM-Pos-modified
LPS-W-13_9433.d
AutoMSM-Pos-modified
LPS-W-1_9409.d
AutoMSM-Pos-modified
LPS-W-2_9423.d
AutoMSM-Pos-modified
LPS-W-3_9413.d
AutoMSM-Pos-modified
LPS-W-4_9439.d
AutoMSM-Pos-modified
LPS-W-5_9453.d
AutoMSM-Pos-modified
LPS-W-6_9407.d
AutoMSM-Pos-modified
LPS-W-7_9463.d
AutoMSM-Pos-modified
LPS-W-8_9457.d
AutoMSM-Pos-modified
LPS-W-9_9447.d
AutoMSM-Pos-modified
STV-W-10_9507.d
AutoMSM-Pos-modified
STV-W-11_9459.d
AutoMSM-Pos-modified
STV-W-1_9403.d
AutoMSM-Pos-modified
STV-W-2_9427.d
AutoMSM-Pos-modified
STV-W-3_9455.d
AutoMSM-Pos-modified
STV-W-4-1_9469.d
AutoMSM-Pos-modified
STV-W-5_9417.d
AutoMSM-Pos-modified
STV-W-6_9491.d
AutoMSM-Pos-modified
STV-W-7_9473.d
AutoMSMS-Neg-modified
Ctrl-W-10_9585.d
AutoMSMS-Neg-modified
Ctrl-W-11_9579.d
AutoMSMS-Neg-modified
Ctrl-W-12_9633.d
AutoMSMS-Neg-modified
Ctrl-W-1_9565.d
AutoMSMS-Neg-modified
Ctrl-W-2_9553.d
AutoMSMS-Neg-modified
Ctrl-W-3_9619.d
AutoMSMS-Neg-modified
Ctrl-W-4_9629.d
AutoMSMS-Neg-modified
Ctrl-W-5_9601.d
AutoMSMS-Neg-modified
Ctrl-W-6_9549.d
AutoMSMS-Neg-modified
Ctrl-W-7_9569.d
AutoMSMS-Neg-modified
Ctrl-W-8_9605.d
AutoMSMS-Neg-modified
Ctrl-W-9_9639.d
AutoMSMS-Neg-modified
Dex-W-10_9583.d
AutoMSMS-Neg-modified
Dex-W-11_9627.d
AutoMSMS-Neg-modified
Dex-W-12_9631.d
AutoMSMS-Neg-modified
Dex-W-13_9571.d
AutoMSMS-Neg-modified
Dex-W-1_9621.d
AutoMSMS-Neg-modified
Dex-W-2_9599.d
AutoMSMS-Neg-modified
Dex-W-3_9617.d
AutoMSMS-Neg-modified
Dex-W-4_9577.d
AutoMSMS-Neg-modified
Dex-W-5_9545.d
AutoMSMS-Neg-modified
Dex-W-6_9559.d
AutoMSMS-Neg-modified
Dex-W-7_9563.d
AutoMSMS-Neg-modified
Dex-W-8_9637.d
AutoMSMS-Neg-modified
Dex-W-9_9539.d
AutoMSMS-Neg-modified
LPS-W-10_9609.d
AutoMSMS-Neg-modified
LPS-W-11_9613.d
AutoMSMS-Neg-modified
LPS-W-12_9623.d
AutoMSMS-Neg-modified
LPS-W-13_9567.d
AutoMSMS-Neg-modified
LPS-W-1_9543.d
AutoMSMS-Neg-modified
LPS-W-2_9557.d
AutoMSMS-Neg-modified
LPS-W-3_9547.d
AutoMSMS-Neg-modified
LPS-W-4_9573.d
AutoMSMS-Neg-modified
LPS-W-5_9587.d
AutoMSMS-Neg-modified
LPS-W-6_9541.d
AutoMSMS-Neg-modified
LPS-W-7_9597.d
AutoMSMS-Neg-modified
LPS-W-8_9591.d
AutoMSMS-Neg-modified
LPS-W-9_9581.d
AutoMSMS-Neg-modified
STV-W-10_9641.d
AutoMSMS-Neg-modified
STV-W-11_9593.d
AutoMSMS-Neg-modified
STV-W-1_9537.d
AutoMSMS-Neg-modified
STV-W-2_9561.d
AutoMSMS-Neg-modified
STV-W-3_9589.d
AutoMSMS-Neg-modified
STV-W-4_9603.d
AutoMSMS-Neg-modified
STV-W-5_9551.d
AutoMSMS-Neg-modified
STV-W-6_9625.d
AutoMSMS-Neg-modified
STV-W-7_9607.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 94 rows!
Extracted information for 94 samples.
Processing  ST000293
Initiating REDU-table generation for AN000468
Rest length is 72
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/72 [00:00<?, ?it/s]

Mapping potential matches:  42%|████▏     | 30/72 [00:00<00:00, 295.31it/s]

Mapping potential matches:  83%|████████▎ | 60/72 [00:00<00:00, 296.61it/s]
Mapping potential matches: 100%|██████████| 72/72 [00:00<00:00, 296.44it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000469
Rest length is 72
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/72 [00:00<?, ?it/s]

Mapping potential matches:  42%|████▏     | 30/72 [00:00<00:00, 290.86it/s]

Mapping potential matches:  83%|████████▎ | 60/72 [00:00<00:00, 294.10it/s]
Mapping potential matches: 100%|██████████| 72/72 [00:00<00:00, 293.90it/s]

 81%|████████▏ | 2567/3150 [3:13:26<21:36,  2.22s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2569/3150 [3:13:29<18:01,  1.86s/it]
 82%|████████▏ | 2572/3150 [3:13:29<09:59,  1.04s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002350
No raw data detected. Ignoring ST002350
Processing  ST003051
Initiating REDU-table generation for AN005002
Rest length is 8
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005003
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw data
NEG
20231017_S00068934_N.wiff
Raw data
NEG
20231017_S00068935_N.wiff
Raw data
NEG
20231017_S00068936_N.wiff
Raw data
NEG
20231017_S00068937_N.wiff
Raw data
NEG
20231017_S00068938_N.wiff
Raw data
NEG
20231017_S00068939_N.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000704
No raw data detected. Ignoring ST000704
Processing  ST001972
No raw data detected. Ignoring ST001972
Processing  ST000276
No raw data detected. Ignoring ST000276
Processing  ST002077
Initiating REDU-table generation for AN003385
Rest length is 52
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003386
Rest length is 52
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_10_exudate-0d_2_IR02_NA_086.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_11_exudate-0d_3_IR02_NA_092.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_12_exudate-0d_4_NA_017.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_13_exudate-3d_1_IR02_NA_104.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_14_exudate-3d_2_IR02_NA_161.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_15_exudate-3d_3_IR02_NA_179.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_16_exudate-3d_4_IR02_NA_035.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_17_exudate-6d_1_IR02_NA_167.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_18_exudate-6d_2_IR02_NA_113.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_19_exudate-6d_3_IR02_NA_071.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_1_extr-ctrl--extr-ctrl-_1_IR02_NA_083.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_20_exudate-6d_4_IR02_NA_128.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_21_exudate-9d_1_NA_020.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_22_exudate-9d_2_IR02_NA_077.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_23_exudate-9d_3_IR02_NA_029.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_24_exudate-9d_4_IR02_NA_146.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_25_exudate-12d_1_IR02_NA_110.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_26_exudate-12d_2_IR02_NA_068.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_27_exudate-12d_3_NA_026.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_28_exudate-12d_4_IR02_NA_047.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_29_pellet-med-ctrl-_1_IR02_NA_125.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_2_extr-ctrl--extr-ctrl-_2_IR02_NA_176.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_30_pellet-med-ctrl-_2_NA_014.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_31_pellet-med-ctrl-_3_IR02_NA_170.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_32_pellet-med-ctrl-_4_IR02_NA_101.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_33_pellet-0d_1_IR02_NA_089.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_34_pellet-0d_2_IR02_NA_134.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_35_pellet-0d_3_IR02_NA_119.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_36_pellet-0d_4_NA_023.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_37_pellet-3d_1_IR02_NA_098.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_38_pellet-3d_2_IR02_NA_038.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_39_pellet-3d_3_IR02_NA_116.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_3_extr-ctrl--extr-ctrl-_3_NA_011.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_40_pellet-3d_4_IR02_NA_155.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_41_pellet-6d_1_IR02_NA_053.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_42_pellet-6d_2_IR02_NA_080.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_43_pellet-6d_3_IR02_NA_137.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_44_pellet-6d_4_IR02_NA_044.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_45_pellet-9d_1_IR02_NA_158.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_46_pellet-9d_2_IR02_NA_095.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_47_pellet-9d_3_IR02_NA_062.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_48_pellet-9d_4_IR02_NA_050.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_49_pellet-12d_1_IR02_NA_143.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_4_extr-ctrl--extr-ctrl-_4_IR02_NA_056.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_50_pellet-12d_2_IR02_NA_131.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_51_pellet-12d_3_IR02_NA_059.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_52_pellet-12d_4_IR02_NA_164.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_5_exudate-med-ctrl-_1_IR02_NA_149.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_6_exudate-med-ctrl-_2_IR02_NA_152.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_7_exudate-med-ctrl-_3_IR02_NA_032.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_8_exudate-med-ctrl-_4_IR02_NA_065.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_NEG_MSMS-v2_9_exudate-0d_1_IR02_NA_122.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_10_exudate-0d_2_IR01_NA_085.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_11_exudate-0d_3_IR01_NA_091.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_12_exudate-0d_4_NA_016.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_13_exudate-3d_1_IR01_NA_103.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_14_exudate-3d_2_IR01_NA_160.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_15_exudate-3d_3_IR01_NA_178.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_16_exudate-3d_4_IR01_NA_034.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_17_exudate-6d_1_IR01_NA_166.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_18_exudate-6d_2_IR01_NA_112.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_19_exudate-6d_3_IR01_NA_070.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_1_extr-ctrl--extr-ctrl-_1_IR01_NA_082.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_20_exudate-6d_4_IR01_NA_127.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_21_exudate-9d_1_NA_019.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_22_exudate-9d_2_IR01_NA_076.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_23_exudate-9d_3_NA_028.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_24_exudate-9d_4_IR01_NA_145.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_25_exudate-12d_1_IR01_NA_109.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_26_exudate-12d_2_IR01_NA_067.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_27_exudate-12d_3_NA_025.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_28_exudate-12d_4_IR01_NA_046.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_29_pellet-med-ctrl-_1_IR01_NA_124.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_2_extr-ctrl--extr-ctrl-_2_IR01_NA_175.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_30_pellet-med-ctrl-_2_NA_013.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_31_pellet-med-ctrl-_3_IR01_NA_169.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_32_pellet-med-ctrl-_4_IR01_NA_100.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_33_pellet-0d_1_IR01_NA_088.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_34_pellet-0d_2_IR01_NA_133.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_35_pellet-0d_3_IR01_NA_118.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_36_pellet-0d_4_NA_022.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_37_pellet-3d_1_IR01_NA_097.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_38_pellet-3d_2_IR01_NA_037.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_39_pellet-3d_3_IR01_NA_115.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_3_extr-ctrl--extr-ctrl-_3_NA_010.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_40_pellet-3d_4_IR01_NA_154.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_41_pellet-6d_1_IR01_NA_052.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_42_pellet-6d_2_IR01_NA_079.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_43_pellet-6d_3_IR01_NA_136.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_44_pellet-6d_4_IR01_NA_043.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_45_pellet-9d_1_IR01_NA_157.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_46_pellet-9d_2_IR01_NA_094.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_47_pellet-9d_3_IR01_NA_061.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_48_pellet-9d_4_IR01_NA_049.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_49_pellet-12d_1_IR01_NA_142.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_4_extr-ctrl--extr-ctrl-_4_IR01_NA_055.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_50_pellet-12d_2_IR01_NA_130.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_51_pellet-12d_3_IR01_NA_058.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_52_pellet-12d_4_IR01_NA_163.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_5_exudate-med-ctrl-_1_IR01_NA_148.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_6_exudate-med-ctrl-_2_IR01_NA_151.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_7_exudate-med-ctrl-_3_IR01_NA_031.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_8_exudate-med-ctrl-_4_IR01_NA_064.mzML
Pttime
20190429_JJ_VB_BioSFA_Pttime_1_QE144_Ag68377-924_USHXG01160_POS_MSMS-v2_9_exudate-0d_1_IR01_NA_121.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 104 rows!
Extracted information for 104 samples.
Processing  ST001319
No raw data detected. Ignoring ST001319
Processing  ST002353
No raw data detected. Ignoring ST002353
Processing  ST002780
Initiating REDU-table generation for AN004527
Rest length is 1053
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
CANDLE_B_1.raw
CANDLE_B_10.raw
CANDLE_B_11.raw
CANDLE_B_12.raw
CANDLE_B_13.raw
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CANDLE_B_2.raw
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CANDLE_B_23.raw
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CANDLE_B_3.raw
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CANDLE_B_33.raw
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CANDLE_B_35.raw
CANDLE_B_36.raw
CANDLE_B_37.raw
CANDLE_B_38.raw
CANDLE_B_39.raw
CANDLE_B_4.raw
CANDLE_B_40.raw
CANDLE_B_41.raw
CANDLE_B_42.raw
CANDLE_B_43.raw
CANDLE_B_44.raw
CANDLE_B_45.raw
CANDLE_B_46.raw
CANDLE_B_47.raw
CANDLE_B_48.raw
CANDLE_B_49.raw
CANDLE_B_5.raw
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CANDLE_B_51.raw
CANDLE_B_52.raw
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CANDLE_B_7.raw
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CANDLE_B_73.raw
CANDLE_B_74.raw
CANDLE_B_75.raw
CANDLE_B_76.raw
CANDLE_B_8.raw
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CANDLE_S_736.raw
CANDLE_S_737.raw
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CANDLE_S_740.raw
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CANDLE_S_743.raw
CANDLE_S_744.raw
CANDLE_S_745.raw
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CANDLE_S_75.raw
CANDLE_S_750.raw
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CANDLE_S_752.raw
CANDLE_S_753.raw
CANDLE_S_754.raw
CANDLE_S_755.raw
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2576/3150 [3:13:42<21:06,  2.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2578/3150 [3:13:44<18:48,  1.97s/it]CANDLE_S_756.raw
CANDLE_S_758.raw
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CANDLE_S_760.raw
CANDLE_S_77.raw
CANDLE_S_78.raw
CANDLE_S_79.raw
CANDLE_S_8.raw
CANDLE_S_80.raw
CANDLE_S_81.raw
CANDLE_S_82.raw
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CANDLE_S_86.raw
CANDLE_S_87.raw
CANDLE_S_88.raw
CANDLE_S_89.raw
CANDLE_S_9.raw
CANDLE_S_90.raw
CANDLE_S_91.raw
CANDLE_S_92.raw
CANDLE_S_93.raw
CANDLE_S_94.raw
CANDLE_S_95.raw
CANDLE_S_96.raw
CANDLE_S_97.raw
CANDLE_S_98.raw
CANDLE_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1053 rows!
Extracted information for 1053 samples.
Processing  ST002208
No raw data detected. Ignoring ST002208
Processing  ST001238
Initiating REDU-table generation for AN002056
Rest length is 18
no raw file key found.
raw file key found.
Initiating REDU-table generation for AN002057
Rest length is 18
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MMV689258 trial 1 7-20-16
258_1.mzXML
MMV689258 trial 1 7-20-16
258_2.mzXML
MMV689258 trial 1 7-20-16
258_3.mzXML
MMV689258 trial 1 7-20-16
ND_1.mzXML
MMV689258 trial 1 7-20-16
ND_2.mzXML
MMV689258 trial 1 7-20-16
ND_3.mzXML
MMV689258 trial 3 9-6-16
258_1.mzXML
MMV689258 trial 3 9-6-16
258_2.mzXML
MMV689258 trial 3 9-6-16
258_3.mzXML
Pantothenamide Trial 1 4-6-15
017_1.mzXML
Pantothenamide Trial 1 4-6-15
017_2.mzXML
Pantothenamide Trial 1 4-6-15
017_3.mzXML
Pantothenamide Trial 1 4-6-15
026_1.mzXML
Pantothenamide Trial 1 4-6-15
026_2.mzXML
Pantothenamide Trial 1 4-6-15
026_3.mzXML
Pantothenamide Trial 1 4-6-15
052_1.mzXML
Pantothenamide Trial 1 4-6-15
052_2.mzXML
Pantothenamide Trial 1 4-6-15
052_3.mzXML
Pantothenamide Trial 1 4-6-15
ND_1.mzXML
Pantothenamide Trial 1 4-6-15
ND_2.mzXML
Pantothenamide Trial 1 4-6-15
ND_3.mzXML
Pantothenamide Trial 2 4-9-15
017_1.mzXML
Pantothenamide Trial 2 4-9-15
017_2.mzXML
Pantothenamide Trial 2 4-9-15
017_3.mzXML
Pantothenamide Trial 2 4-9-15
026_1.mzXML
Pantothenamide Trial 2 4-9-15
026_2.mzXML
Pantothenamide Trial 2 4-9-15
026_3.mzXML
Pantothenamide Trial 2 4-9-15
ND_1.mzXML
Pantothenamide Trial 2 4-9-15
ND_2.mzXML
Pantothenamide Trial 2 4-9-15
ND_3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002149
No raw data detected. Ignoring ST002149
Processing  ST002556
No raw data detected. Ignoring ST002556
Processing  ST002821
Initiating REDU-table generation for AN004598
Rest length is 886
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
PRISM_B_1.raw
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PRISM_HHEAR_U1_1.raw
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PRISM_HHEAR_U1_12.raw
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PRISM_HHEAR_U1_14.raw
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PRISM_HHEAR_U1_3.raw
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PRISM_HHEAR_U1_32.raw
PRISM_HHEAR_U1_4.raw
PRISM_HHEAR_U1_5.raw
PRISM_HHEAR_U1_6.raw
PRISM_HHEAR_U1_7.raw
PRISM_HHEAR_U1_8.raw
PRISM_HHEAR_U1_9.raw
PRISM_HHEAR_U2_1.raw
PRISM_HHEAR_U2_10.raw
PRISM_HHEAR_U2_11.raw
PRISM_HHEAR_U2_12.raw
PRISM_HHEAR_U2_13.raw
PRISM_HHEAR_U2_14.raw
PRISM_HHEAR_U2_15.raw
PRISM_HHEAR_U2_16.raw
PRISM_HHEAR_U2_17.raw
PRISM_HHEAR_U2_18.raw
PRISM_HHEAR_U2_19.raw
PRISM_HHEAR_U2_2.raw
PRISM_HHEAR_U2_20.raw
PRISM_HHEAR_U2_21.raw
PRISM_HHEAR_U2_22.raw
PRISM_HHEAR_U2_23.raw
PRISM_HHEAR_U2_24.raw
PRISM_HHEAR_U2_25.raw
PRISM_HHEAR_U2_26.raw
PRISM_HHEAR_U2_27.raw
PRISM_HHEAR_U2_28.raw
PRISM_HHEAR_U2_29.raw
PRISM_HHEAR_U2_3.raw
PRISM_HHEAR_U2_30.raw
PRISM_HHEAR_U2_31.raw
PRISM_HHEAR_U2_32.raw
PRISM_HHEAR_U2_4.raw
PRISM_HHEAR_U2_5.raw
PRISM_HHEAR_U2_6.raw
PRISM_HHEAR_U2_7.raw
PRISM_HHEAR_U2_8.raw
PRISM_HHEAR_U2_9.raw
PRISM_NIST_3672_1.raw
PRISM_NIST_3672_10.raw
PRISM_NIST_3672_11.raw
PRISM_NIST_3672_12.raw
PRISM_NIST_3672_13.raw
PRISM_NIST_3672_14.raw
PRISM_NIST_3672_15.raw
PRISM_NIST_3672_16.raw
PRISM_NIST_3672_17.raw
PRISM_NIST_3672_18.raw
PRISM_NIST_3672_19.raw
PRISM_NIST_3672_2.raw
PRISM_NIST_3672_20.raw
PRISM_NIST_3672_21.raw
PRISM_NIST_3672_22.raw
PRISM_NIST_3672_23.raw
PRISM_NIST_3672_24.raw
PRISM_NIST_3672_3.raw
PRISM_NIST_3672_4.raw
PRISM_NIST_3672_5.raw
PRISM_NIST_3672_6.raw
PRISM_NIST_3672_7.raw
PRISM_NIST_3672_8.raw
PRISM_NIST_3672_9.raw
PRISM_SP_1.raw
PRISM_SP_10.raw
PRISM_SP_11.raw
PRISM_SP_12.raw
PRISM_SP_13.raw
PRISM_SP_14.raw
PRISM_SP_15.raw
PRISM_SP_16.raw
PRISM_SP_17.raw
PRISM_SP_18.raw
PRISM_SP_19.raw
PRISM_SP_2.raw
PRISM_SP_20.raw
PRISM_SP_21.raw
PRISM_SP_22.raw
PRISM_SP_23.raw
PRISM_SP_24.raw
PRISM_SP_25.raw
PRISM_SP_26.raw
PRISM_SP_27.raw
PRISM_SP_28.raw
PRISM_SP_29.raw
PRISM_SP_3.raw
PRISM_SP_30.raw
PRISM_SP_31.raw
PRISM_SP_32.raw
PRISM_SP_33.raw
PRISM_SP_34.raw
PRISM_SP_35.raw
PRISM_SP_36.raw
PRISM_SP_37.raw
PRISM_SP_38.raw
PRISM_SP_39.raw
PRISM_SP_4.raw
PRISM_SP_40.raw
PRISM_SP_41.raw
PRISM_SP_42.raw
PRISM_SP_43.raw
PRISM_SP_44.raw
PRISM_SP_45.raw
PRISM_SP_46.raw
PRISM_SP_47.raw
PRISM_SP_48.raw
PRISM_SP_49.raw
PRISM_SP_5.raw
PRISM_SP_50.raw
PRISM_SP_51.raw
PRISM_SP_52.raw
PRISM_SP_53.raw
PRISM_SP_54.raw
PRISM_SP_55.raw
PRISM_SP_56.raw
PRISM_SP_57.raw
PRISM_SP_58.raw
PRISM_SP_59.raw
PRISM_SP_6.raw
PRISM_SP_60.raw
PRISM_SP_61.raw
PRISM_SP_62.raw
PRISM_SP_63.raw
PRISM_SP_64.raw
PRISM_SP_7.raw
PRISM_SP_8.raw
PRISM_SP_9.raw
PRISM_S_1.raw
PRISM_S_10.raw
PRISM_S_100.raw
PRISM_S_101.raw
PRISM_S_102.raw
PRISM_S_103.raw
PRISM_S_104.raw
PRISM_S_105.raw
PRISM_S_106.raw
PRISM_S_107.raw
PRISM_S_108.raw
PRISM_S_109.raw
PRISM_S_11.raw
PRISM_S_110.raw
PRISM_S_111.raw
PRISM_S_112.raw
PRISM_S_113.raw
PRISM_S_114.raw
PRISM_S_115.raw
PRISM_S_116.raw
PRISM_S_117.raw
PRISM_S_118.raw
PRISM_S_119.raw
PRISM_S_12.raw
PRISM_S_120.raw
PRISM_S_121.raw
PRISM_S_122.raw
PRISM_S_123.raw
PRISM_S_124.raw
PRISM_S_125.raw
PRISM_S_126.raw
PRISM_S_127.raw
PRISM_S_128.raw
PRISM_S_129.raw
PRISM_S_13.raw
PRISM_S_130.raw
PRISM_S_131.raw
PRISM_S_132.raw
PRISM_S_133.raw
PRISM_S_134.raw
PRISM_S_135.raw
PRISM_S_136.raw
PRISM_S_137.raw
PRISM_S_138.raw
PRISM_S_139.raw
PRISM_S_14.raw
PRISM_S_140.raw
PRISM_S_141.raw
PRISM_S_142.raw
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PRISM_S_607.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2581/3150 [3:13:53<21:35,  2.28s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2582/3150 [3:13:56<23:24,  2.47s/it]
PRISM_S_608.raw
PRISM_S_609.raw
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 886 rows!
Extracted information for 886 samples.
Processing  ST002341
Initiating REDU-table generation for AN003824
Rest length is 104
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003825
Rest length is 104
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Blank_neg_01.mzML
Blank_neg_02.mzML
Blank_neg_03.mzML
Blank_neg_04.mzML
Blank_neg_05.mzML
Blank_neg_06.mzML
Blank_neg_07.mzML
Blank_neg_08.mzML
Blank_pos_01.mzML
Blank_pos_02.mzML
Blank_pos_03.mzML
Blank_pos_04.mzML
Blank_pos_05.mzML
Blank_pos_06.mzML
Blank_pos_07.mzML
Blank_pos_08.mzML
COLO205_neg_01.mzML
COLO205_neg_02.mzML
COLO205_neg_03.mzML
COLO205_neg_04.mzML
COLO205_neg_05.mzML
COLO205_neg_06.mzML
COLO205_neg_07.mzML
COLO205_neg_08.mzML
COLO205_neg_09.mzML
COLO205_pos_01.mzML
COLO205_pos_02.mzML
COLO205_pos_03.mzML
COLO205_pos_04.mzML
COLO205_pos_05.mzML
COLO205_pos_06.mzML
COLO205_pos_07.mzML
COLO205_pos_08.mzML
COLO205_pos_09.mzML
HT29_neg_01.mzML
HT29_neg_02.mzML
HT29_neg_03.mzML
HT29_neg_04.mzML
HT29_neg_05.mzML
HT29_neg_06.mzML
HT29_neg_07.mzML
HT29_neg_08.mzML
HT29_neg_09.mzML
HT29_pos_01.mzML
HT29_pos_02.mzML
HT29_pos_03.mzML
HT29_pos_04.mzML
HT29_pos_05.mzML
HT29_pos_06.mzML
HT29_pos_07.mzML
HT29_pos_08.mzML
HT29_pos_09.mzML
QC_neg_01.mzML
QC_neg_02.mzML
QC_neg_03.mzML
QC_neg_04.mzML
QC_neg_05.mzML
QC_neg_06.mzML
QC_neg_07.mzML
QC_neg_08.mzML
QC_pos_01.mzML
QC_pos_02.mzML
QC_pos_03.mzML
QC_pos_04.mzML
QC_pos_05.mzML
QC_pos_06.mzML
QC_pos_07.mzML
QC_pos_08.mzML
SW480_neg_01.mzML
SW480_neg_02.mzML
SW480_neg_03.mzML
SW480_neg_04.mzML
SW480_neg_05.mzML
SW480_neg_06.mzML
SW480_neg_07.mzML
SW480_neg_08.mzML
SW480_neg_09.mzML
SW480_pos_01.mzML
SW480_pos_02.mzML
SW480_pos_03.mzML
SW480_pos_04.mzML
SW480_pos_05.mzML
SW480_pos_06.mzML
SW480_pos_07.mzML
SW480_pos_08.mzML
SW480_pos_09.mzML
SW620_neg_01.mzML
SW620_neg_02.mzML
SW620_neg_03.mzML
SW620_neg_04.mzML
SW620_neg_05.mzML
SW620_neg_06.mzML
SW620_neg_07.mzML
SW620_neg_08.mzML
SW620_neg_09.mzML
SW620_pos_01.mzML
SW620_pos_02.mzML
SW620_pos_03.mzML
SW620_pos_04.mzML
SW620_pos_05.mzML
SW620_pos_06.mzML
SW620_pos_07.mzML
SW620_pos_08.mzML
SW620_pos_09.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 104 rows!
Extracted information for 104 samples.
Processing  ST002584
No raw data detected. Ignoring ST002584
Processing  ST000382
No raw data detected. Ignoring ST000382
Processing  ST001920
Initiating REDU-table generation for AN003119
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/108 [00:00<?, ?it/s]

Mapping potential matches:  31%|███▏      | 34/108 [00:00<00:00, 339.85it/s]

Mapping potential matches:  64%|██████▍   | 69/108 [00:00<00:00, 344.39it/s]

Mapping potential matches:  96%|█████████▋| 104/108 [00:00<00:00, 346.18it/s]
Mapping potential matches: 100%|██████████| 108/108 [00:00<00:00, 345.16it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN003120
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/108 [00:00<?, ?it/s]

Mapping potential matches:  31%|███▏      | 34/108 [00:00<00:00, 337.36it/s]

Mapping potential matches:  65%|██████▍   | 70/108 [00:00<00:00, 346.80it/s]

Mapping potential matches:  98%|█████████▊| 106/108 [00:00<00:00, 348.54it/s]
Mapping potential matches: 100%|██████████| 108/108 [00:00<00:00, 346.90it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN003121
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/108 [00:00<?, ?it/s]

Mapping potential matches:  32%|███▏      | 35/108 [00:00<00:00, 345.72it/s]

Mapping potential matches:  65%|██████▍   | 70/108 [00:00<00:00, 341.57it/s]

Mapping potential matches:  98%|█████████▊| 106/108 [00:00<00:00, 347.19it/s]
Mapping potential matches: 100%|██████████| 108/108 [00:00<00:00, 345.93it/s]

 82%|████████▏ | 2585/3150 [3:13:59<16:58,  1.80s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2587/3150 [3:14:03<18:29,  1.97s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2588/3150 [3:15:06<1:51:00, 11.85s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2590/3150 [3:15:09<1:20:44,  8.65s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001145
No raw data detected. Ignoring ST001145
Processing  ST002729
Initiating REDU-table generation for AN004423
Rest length is 36
raw file key found.
Initiating REDU-table generation for AN004424
Rest length is 36
raw file key found.
Initiating REDU-table generation for AN004425
Rest length is 36
raw file key found.
Initiating REDU-table generation for AN004426
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
C18LCQE
1.mzXML
C18LCQE
10.mzXML
C18LCQE
11.mzXML
C18LCQE
12.mzXML
C18LCQE
13.mzXML
C18LCQE
14.mzXML
C18LCQE
15.mzXML
C18LCQE
16.mzXML
C18LCQE
17.mzXML
C18LCQE
18.mzXML
C18LCQE
19.mzXML
C18LCQE
2.mzXML
C18LCQE
20.mzXML
C18LCQE
21.mzXML
C18LCQE
22.mzXML
C18LCQE
23.mzXML
C18LCQE
24.mzXML
C18LCQE
3.mzXML
C18LCQE
4.mzXML
C18LCQE
49.mzXML
C18LCQE
5.mzXML
C18LCQE
50.mzXML
C18LCQE
51.mzXML
C18LCQE
52.mzXML
C18LCQE
57.mzXML
C18LCQE
58.mzXML
C18LCQE
59.mzXML
C18LCQE
6.mzXML
C18LCQE
60.mzXML
C18LCQE
61.mzXML
C18LCQE
62.mzXML
C18LCQE
63.mzXML
C18LCQE
64.mzXML
C18LCQE
7.mzXML
C18LCQE
8.mzXML
C18LCQE
9.mzXML
ICQE
1.mzXML
ICQE
10.mzXML
ICQE
11.mzXML
ICQE
12.mzXML
ICQE
13.mzXML
ICQE
14.mzXML
ICQE
15.mzXML
ICQE
16.mzXML
ICQE
17.mzXML
ICQE
18.mzXML
ICQE
19.mzXML
ICQE
2.mzXML
ICQE
20.mzXML
ICQE
21.mzXML
ICQE
22.mzXML
ICQE
23.mzXML
ICQE
24.mzXML
ICQE
3.mzXML
ICQE
4.mzXML
ICQE
49.mzXML
ICQE
5.mzXML
ICQE
50.mzXML
ICQE
51.mzXML
ICQE
52.mzXML
ICQE
57.mzXML
ICQE
58.mzXML
ICQE
59.mzXML
ICQE
6.mzXML
ICQE
60.mzXML
ICQE
61.mzXML
ICQE
62.mzXML
ICQE
63.mzXML
ICQE
64.mzXML
ICQE
7.mzXML
ICQE
8.mzXML
ICQE
9.mzXML
PFPPLCQE
1.mzML
PFPPLCQE
10.mzML
PFPPLCQE
11.mzML
PFPPLCQE
12.mzML
PFPPLCQE
13.mzML
PFPPLCQE
14.mzML
PFPPLCQE
15.mzML
PFPPLCQE
16.mzML
PFPPLCQE
17.mzML
PFPPLCQE
18.mzML
PFPPLCQE
19.mzML
PFPPLCQE
2.mzML
PFPPLCQE
20.mzML
PFPPLCQE
21.mzML
PFPPLCQE
22.mzML
PFPPLCQE
23.mzML
PFPPLCQE
24.mzML
PFPPLCQE
3.mzML
PFPPLCQE
4.mzML
PFPPLCQE
49.mzML
PFPPLCQE
5.mzML
PFPPLCQE
50.mzML
PFPPLCQE
51.mzML
PFPPLCQE
52.mzML
PFPPLCQE
57.mzML
PFPPLCQE
58.mzML
PFPPLCQE
59.mzML
PFPPLCQE
6.mzML
PFPPLCQE
60.mzML
PFPPLCQE
61.mzML
PFPPLCQE
62.mzML
PFPPLCQE
63.mzML
PFPPLCQE
64.mzML
PFPPLCQE
7.mzML
PFPPLCQE
8.mzML
PFPPLCQE
9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!
Extracted information for 108 samples.
Processing  ST002870
Initiating REDU-table generation for AN004704
Rest length is 74
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
deposited
ApoAip-13CG+15NA-1.raw
deposited
ApoAip-13CG+15NA-2.raw
deposited
ApoAip-13CG+15NA-3.raw
deposited
ApoAip-13CG+15NA-4.raw
deposited
ApoAip-13CGG-1.raw
deposited
ApoAip-13CGG-2.raw
deposited
ApoAip-13CGG-3.raw
deposited
ApoAip-13CGG-4.raw
deposited
ApoAip-13CGG-5.raw
deposited
ApoAip-15NA-1.raw
deposited
ApoAip-15NA-2.raw
deposited
ApoAip-15NA-3.raw
deposited
ApoAip-15NA-4.raw
deposited
ApoAip-Con-1.raw
deposited
ApoAip-Con-2.raw
deposited
ApoAip-Con-3.raw
deposited
ApoAip-Con-4.raw
deposited
ApoAip-Con-5.raw
deposited
SymAip-13CG+15NA-1.raw
deposited
SymAip-13CG+15NA-2.raw
deposited
SymAip-13CG+15NA-3.raw
deposited
SymAip-13CG+15NA-4.raw
deposited
SymAip-13CGG-1.raw
deposited
SymAip-13CGG-2.raw
deposited
SymAip-13CGG-3.raw
deposited
SymAip-13CGG-4.raw
deposited
SymAip-13CGG-5.raw
deposited
SymAip-15NA-1.raw
deposited
SymAip-15NA-2.raw
deposited
SymAip-15NA-3.raw
deposited
SymAip-15NA-4.raw
deposited
SymAip-Con-1.raw
deposited
SymAip-Con-2.raw
deposited
SymAip-Con-3.raw
deposited
SymAip-Con-4.raw
deposited
SymAip-Con-5.raw
deposited
SymCas-13CG+15NA-1.raw
deposited
SymCas-13CG+15NA-2.raw
deposited
SymCas-13CG+15NA-3.raw
deposited
SymCas-13CG+15NA-4.raw
deposited
SymCas-13CGG-1.raw
deposited
SymCas-13CGG-2.raw
deposited
SymCas-13CGG-3.raw
deposited
SymCas-15NA-1.raw
deposited
SymCas-15NA-2.raw
deposited
SymCas-15NA-3.raw
deposited
SymCas-15NA-4.raw
deposited
SymCas-Con-1.raw
deposited
SymCas-Con-2.raw
deposited
SymCas-Con-3.raw
deposited
SymSty-13CGG+15NA-1.raw
deposited
SymSty-13CGG+15NA-2.raw
deposited
SymSty-13CGG+15NA-3.raw
deposited
SymSty-13CGG+15NA-4.raw
deposited
SymSty-13CGG+15NA-5.raw
deposited
SymSty-13CGG+15NA-6.raw
deposited
SymSty-13CGG-1.raw
deposited
SymSty-13CGG-2.raw
deposited
SymSty-13CGG-3.raw
deposited
SymSty-13CGG-4.raw
deposited
SymSty-13CGG-5.raw
deposited
SymSty-13CGG-6.raw
deposited
SymSty-15NA-1.raw
deposited
SymSty-15NA-2.raw
deposited
SymSty-15NA-3.raw
deposited
SymSty-15NA-4.raw
deposited
SymSty-15NA-5.raw
deposited
SymSty-15NA-6.raw
deposited
SymSty-Con-1.raw
deposited
SymSty-Con-2.raw
deposited
SymSty-Con-3.raw
deposited
SymSty-Con-4.raw
deposited
SymSty-Con-5.raw
deposited
SymSty-Con-6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 74
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST002982
No raw data detected. Ignoring ST002982
Processing  ST001490
Initiating REDU-table generation for AN002468
Rest length is 240
raw file key found.
Initiating REDU-table generation for AN002469
Rest length is 240
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data
Batch 1 of 9 - 20181003172516 - 1.wiff
Data
Batch 2 of 9 - 20181004170409 - 1.wiff
Data
Batch 3 of 9 - 20181008182136 - 1.wiff
Data
Batch 4 of 9 - 20181012150847 - 1.wiff
Data
Batch 5 of 9 - 20181015163509 - 1.wiff
Data
Batch 6 of 9 - 20181016145920 - 1.wiff
Data
Batch 7 of 9 - 20181017163508 - 1.wiff
Data
Batch 8 of 9 - 20181018151301 - 1.wiff
Data
Batch 9 of 9 - 20181022145654 - 1.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST000641
No raw data detected. Ignoring ST000641
Processing  ST000889
Initiating REDU-table generation for AN001451
Rest length is 9
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/9 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 9/9 [00:00<00:00, 1292.85it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2592/3150 [3:15:11<58:18,  6.27s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2595/3150 [3:15:14<37:59,  4.11s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Acorn1-A.CDF
Acorn1-P.CDF
Acorn2-A.CDF
Acorn2-P.CDF
Acorn3-A.CDF
Acorn3-P.CDF
Leaf1-A.CDF
Leaf1-P.CDF
Leaf2-A.CDF
Leaf2-P.CDF
Leaf3-A.CDF
Leaf3-P.CDF
Root1-A.CDF
Root1-P.CDF
Root2-A.CDF
Root2-P.CDF
Root3-A.CDF
Root3-P.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST001624
No raw data detected. Ignoring ST001624
Processing  ST003176
No raw data detected. Ignoring ST003176
Processing  ST001607
Initiating REDU-table generation for AN002640
Rest length is 400
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CCDietRawWiffFiles
CCDietPlasmaBatch1Baseline06192018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch1Postdiet02072017.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch2Baseline06212018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch2Postdiet02052017.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch3Baseline06262018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch3Postdiet02262018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch4Baseline06282018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch4Postdiet03062018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch5Baseline07052018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch5Postdiet03072018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch6PostdietRepeat06252018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch6and7Baseline07172018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch7Postdiet03132018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch8Baseline07192018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch8Postdiet03142018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch9Baseline07242018.wiff
CCDietRawWiffFiles
CCDietPlasmaBatch9Postdiet03202018.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST000526
No raw data detected. Ignoring ST000526
Processing  ST001251
No raw data detected. Ignoring ST001251
Processing  ST001688
Initiating REDU-table generation for AN002756
Rest length is 1049
raw file key found.
Initiating REDU-table generation for AN002757
Rest length is 1049
raw file key found.
Initiating REDU-table generation for AN002758
Rest length is 1049
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
method_1
ncbimw_0000.mzml
method_1
ncbimw_0001.mzml
method_1
ncbimw_0002.mzml
method_1
ncbimw_0003.mzml
method_1
ncbimw_0004.mzml
method_1
ncbimw_0005.mzml
method_1
ncbimw_0006.mzml
method_1
ncbimw_0007.mzml
method_1
ncbimw_0008.mzml
method_1
ncbimw_0009.mzml
method_1
ncbimw_0010.mzml
method_1
ncbimw_0011.mzml
method_1
ncbimw_0012.mzml
method_1
ncbimw_0013.mzml
method_1
ncbimw_0014.mzml
method_1
ncbimw_0015.mzml
method_1
ncbimw_0016.mzml
method_1
ncbimw_0017.mzml
method_1
ncbimw_0018.mzml
method_1
ncbimw_0019.mzml
method_1
ncbimw_0020.mzml
method_1
ncbimw_0021.mzml
method_1
ncbimw_0022.mzml
method_1
ncbimw_0023.mzml
method_1
ncbimw_0024.mzml
method_1
ncbimw_0025.mzml
method_1
ncbimw_0026.mzml
method_1
ncbimw_0027.mzml
method_1
ncbimw_0028.mzml
method_1
ncbimw_0029.mzml
method_1
ncbimw_0030.mzml
method_1
ncbimw_0031.mzml
method_1
ncbimw_0032.mzml
method_1
ncbimw_0033.mzml
method_1
ncbimw_0034.mzml
method_1
ncbimw_0035.mzml
method_1
ncbimw_0036.mzml
method_1
ncbimw_0037.mzml
method_1
ncbimw_0038.mzml
method_1
ncbimw_0039.mzml
method_1
ncbimw_0040.mzml
method_1
ncbimw_0041.mzml
method_1
ncbimw_0042.mzml
method_1
ncbimw_0043.mzml
method_1
ncbimw_0044.mzml
method_1
ncbimw_0045.mzml
method_1
ncbimw_0046.mzml
method_1
ncbimw_0047.mzml
method_1
ncbimw_0048.mzml
method_1
ncbimw_0049.mzml
method_1
ncbimw_0051.mzml
method_1
ncbimw_0052.mzml
method_1
ncbimw_0053.mzml
method_1
ncbimw_0054.mzml
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method_3/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 82%|████████▏ | 2598/3150 [3:15:41<54:30,  5.92s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2600/3150 [3:15:44<43:19,  4.73s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2601/3150 [3:15:46<39:23,  4.31s/it]
ncbimw_1048.mzml
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3050 rows!
Extracted information for 3050 samples.
Processing  ST000689
No raw data detected. Ignoring ST000689
Processing  ST001770
Initiating REDU-table generation for AN002877
Rest length is 29
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20201104_QEF1_HILIC_K562RosDrugRepeat_BP460.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP461.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP462.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP463.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP464.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP465.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP466.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP467.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP468.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP469.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP470.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP471.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP472.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP473.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP474.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP475.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP476.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP477.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP478_pool1x.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP478_pool1x_20201105012218.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP478_pool1x_20201105041428.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP478_pool1x_20201105083237.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP479_pool03x.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP480_pool01x.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_BP480_pool01x_20201105093000.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_blank1.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_blank2.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_blank3.raw
20201104_QEF1_HILIC_K562RosDrugRepeat_blank4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 29 rows!
Extracted information for 29 samples.
Processing  ST002325
Initiating REDU-table generation for AN003794
Rest length is 45
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
200301_Ermoleva_FFA_FW.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST002726
Initiating REDU-table generation for AN004418
Rest length is 31
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/31 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 31/31 [00:00<00:00, 396.28it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004419
Rest length is 31
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/31 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 31/31 [00:00<00:00, 396.39it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2602/3150 [3:15:49<37:07,  4.06s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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Spleen
Pos
F2-94-60+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 62 rows!
Extracted information for 62 samples.
Processing  ST003569
Initiating REDU-table generation for AN005863
Rest length is 6
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 1793.46it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005864
Rest length is 6
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 1826.79it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2603/3150 [3:15:51<34:06,  3.74s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
222044
T23320676a_N.mzML
222044
T23320676a_P.mzML
222044
T23320679a_N.mzML
222044
T23320679a_P.mzML
222044
T23320682a_N.mzML
222044
T23320682a_P.mzML
222044
T23320685a_N.mzML
222044
T23320685a_P.mzML
222044
T23320688a_N.mzML
222044
T23320688a_P.mzML
222044
T23320691a_N.mzML
222044
T23320691a_P.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST001931
Initiating REDU-table generation for AN003139
Rest length is 633
raw file key found.
Initiating REDU-table generation for AN003140
Rest length is 633
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_210708_M462_107.raw
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_210708_M462_115.raw
F088_Chear_Suarez_M462
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F088_210708_M462_117.raw
F088_Chear_Suarez_M462
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F088_210708_M462_119.raw
F088_Chear_Suarez_M462
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F088_210708_M462_121.raw
F088_Chear_Suarez_M462
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F088_210708_M462_123.raw
F088_Chear_Suarez_M462
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F088_210708_M462_125.raw
F088_Chear_Suarez_M462
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F088_210708_M462_127.raw
F088_Chear_Suarez_M462
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F088_210708_M462_129.raw
F088_Chear_Suarez_M462
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F088_210708_M462_131.raw
F088_Chear_Suarez_M462
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F088_210708_M462_133.raw
F088_Chear_Suarez_M462
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F088_210708_M462_135.raw
F088_Chear_Suarez_M462
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F088_210708_M462_137.raw
F088_Chear_Suarez_M462
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F088_210708_M462_139.raw
F088_Chear_Suarez_M462
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F088_210708_M462_141.raw
F088_Chear_Suarez_M462
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F088_210708_M462_143.raw
F088_Chear_Suarez_M462
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F088_210708_M462_145.raw
F088_Chear_Suarez_M462
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F088_210708_M462_147.raw
F088_Chear_Suarez_M462
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F088_210708_M462_149.raw
F088_Chear_Suarez_M462
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F088_210708_M462_151.raw
F088_Chear_Suarez_M462
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F088_210708_M462_153.raw
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_210708_M462_203.raw
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_210808_M462_055.raw
F088_Chear_Suarez_M462
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F088_210808_M462_057.raw
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F088_210808_M462_059.raw
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_210808_M462_063.raw
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_210808_M462_081.raw
F088_Chear_Suarez_M462
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F088_210808_M462_083.raw
F088_Chear_Suarez_M462
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F088_210808_M462_085.raw
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_210808_M462_095.raw
F088_Chear_Suarez_M462
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F088_210808_M462_097.raw
F088_Chear_Suarez_M462
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F088_210808_M462_099.raw
F088_Chear_Suarez_M462
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F088_210808_M462_101.raw
F088_Chear_Suarez_M462
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F088_210808_M462_103.raw
F088_Chear_Suarez_M462
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F088_210808_M462_105.raw
F088_Chear_Suarez_M462
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F088_210808_M462_107.raw
F088_Chear_Suarez_M462
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F088_210808_M462_109.raw
F088_Chear_Suarez_M462
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F088_210808_M462_111.raw
F088_Chear_Suarez_M462
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F088_210808_M462_113.raw
F088_Chear_Suarez_M462
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F088_210808_M462_115.raw
F088_Chear_Suarez_M462
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F088_210808_M462_117.raw
F088_Chear_Suarez_M462
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F088_210808_M462_119.raw
F088_Chear_Suarez_M462
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F088_210808_M462_121.raw
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_210808_M462_127.raw
F088_Chear_Suarez_M462
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F088_210808_M462_129.raw
F088_Chear_Suarez_M462
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F088_210808_M462_131.raw
F088_Chear_Suarez_M462
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F088_210808_M462_133.raw
F088_Chear_Suarez_M462
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F088_210808_M462_135.raw
F088_Chear_Suarez_M462
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F088_210808_M462_137.raw
F088_Chear_Suarez_M462
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F088_210808_M462_139.raw
F088_Chear_Suarez_M462
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F088_210808_M462_141.raw
F088_Chear_Suarez_M462
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F088_210808_M462_143.raw
F088_Chear_Suarez_M462
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F088_210808_M462_145.raw
F088_Chear_Suarez_M462
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F088_210808_M462_147.raw
F088_Chear_Suarez_M462
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F088_210808_M462_149.raw
F088_Chear_Suarez_M462
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F088_210808_M462_151.raw
F088_Chear_Suarez_M462
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F088_210808_M462_153.raw
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2604/3150 [3:16:07<59:07,  6.50s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2605/3150 [3:16:10<51:38,  5.69s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2607/3150 [3:16:13<35:33,  3.93s/it]
batch9
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F088_210806_M462_023.raw
F088_Chear_Suarez_M462
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F088_Chear_Suarez_M462
batch9
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F088_Chear_Suarez_M462
batch9
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F088_Chear_Suarez_M462
batch9
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F088_Chear_Suarez_M462
batch9
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F088_Chear_Suarez_M462
batch9
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batch9
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F088_Chear_Suarez_M462
batch9
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F088_210806_M462_061.raw
F088_Chear_Suarez_M462
batch9
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F088_210806_M462_063.raw
F088_Chear_Suarez_M462
batch9
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F088_210806_M462_065.raw
F088_Chear_Suarez_M462
batch9
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F088_210806_M462_067.raw
F088_Chear_Suarez_M462
batch9
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F088_210806_M462_069.raw
F088_Chear_Suarez_M462
batch9
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F088_210806_M462_071.raw
F088_Chear_Suarez_M462
batch9
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F088_210806_M462_073.raw
F088_Chear_Suarez_M462
batch9
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F088_210806_M462_075.raw
F088_Chear_Suarez_M462
batch9
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F088_210806_M462_077.raw
F088_Chear_Suarez_M462
batch9
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F088_210806_M462_079.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1936 rows!
Extracted information for 1936 samples.
Processing  ST003039
Initiating REDU-table generation for AN004986
Rest length is 349
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
02.23
Pfizer-01-8417.d
02.23
Pfizer-20-8424.d
02.23
Pfizer-202-8458.d
02.23
Pfizer-338-8502.d
02.23
Pfizer-343-8503.d
02.23
Pfizer-424-8582.d
02.23
Pfizer-545-8557.d
02.23
Pfizer-555-8564.d
02.23
Pfizer-564-8570.d
02.23
Pfizer-569-8575.d
02.23
Pfizer-572-8577.d
02.23
Pfizer-575-8578.d
02.23
Pfizer-579-8581.d
02.23
Sin 10-8585.d
02.23
Sin 100-8604.d
02.23
Sin 105-8605.d
02.23
Sin 109-8606.d
02.23
Sin 112-8607.d
02.23
Sin 114-8608.d
02.23
Sin 116-8610.d
02.23
Sin 119-8611.d
02.23
Sin 121-8612.d
02.23
Sin 125-8613.d
02.23
Sin 15-8586.d
02.23
Sin 151-8616.d
02.23
Sin 16-8587.d
02.23
Sin 233-8631.d
02.23
Sin 236-8632.d
02.23
Sin 242-8635.d
02.23
Sin 301-8638.d
02.23
Sin 304-8639.d
02.23
Sin 305-8640.d
02.23
Sin 321-8643.d
02.23
Sin 325-8644.d
02.23
Sin 326-8645.d
02.23
Sin 330-8646.d
02.23
Sin 331-8647.d
02.23
Sin 333-8648.d
02.23
Sin 335-8649.d
02.23
Sin 336-8650.d
02.23
Sin 339-8651.d
02.23
Sin 340-8652.d
02.23
Sin 341-8653.d
02.23
Sin 353-8656.d
02.23
Sin 4-8583.d
02.23
Sin 422-8676.d
02.23
Sin 5-8584.d
02.23
Sin 508-8689.d
02.23
Sin 52-8588.d
02.23
Sin 60-8599.d
02.23
Sin 62-8600.d
02.23
Sin 70-8601.d
02.23
Sin 71-8602.d
02.23
Sin 73-8603.d
02.23
Unvac 2-8703.d
02.23
Unvac 317-8731.d
02.23
Unvac 384-8748.d
02.23
Unvac 535-8776.d
02.23
Unvac 79-8723.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 59 rows!
Extracted information for 59 samples.
Processing  ST000283
No raw data detected. Ignoring ST000283
Processing  ST002421
Initiating REDU-table generation for AN003942
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003943
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Whole_cell_lipidomics
20190829_neg_KO_1.mzXML
Whole_cell_lipidomics
20190829_neg_KO_2.mzXML
Whole_cell_lipidomics
20190829_neg_wt_1.mzXML
Whole_cell_lipidomics
20190829_neg_wt_2.mzXML
Whole_cell_lipidomics
20190829_pos_KO_1.mzXML
Whole_cell_lipidomics
20190829_pos_KO_2.mzXML
Whole_cell_lipidomics
20190829_pos_wt_1.mzXML
Whole_cell_lipidomics
20190829_pos_wt_2.mzXML
Whole_cell_lipidomics
20191130_neg_rep2_KO_a.mzXML
Whole_cell_lipidomics
20191130_neg_rep2_KO_b.mzXML
Whole_cell_lipidomics
20191130_neg_rep2_WT_a.mzXML
Whole_cell_lipidomics
20191130_neg_rep2_WT_b.mzXML
Whole_cell_lipidomics
20191130_neg_rep3_KO_a.mzXML
Whole_cell_lipidomics
20191130_neg_rep3_KO_b.mzXML
Whole_cell_lipidomics
20191130_neg_rep3_WT_a.mzXML
Whole_cell_lipidomics
20191130_neg_rep3_WT_b.mzXML
Whole_cell_lipidomics
20191130_pos_rep2_KO_a.mzXML
Whole_cell_lipidomics
20191130_pos_rep2_KO_b.mzXML
Whole_cell_lipidomics
20191130_pos_rep2_WT_a.mzXML
Whole_cell_lipidomics
20191130_pos_rep2_WT_b.mzXML
Whole_cell_lipidomics
20191130_pos_rep3_KO_a.mzXML
Whole_cell_lipidomics
20191130_pos_rep3_KO_b.mzXML
Whole_cell_lipidomics
20191130_pos_rep3_WT_a.mzXML
Whole_cell_lipidomics
20191130_pos_rep3_WT_b.mzXML
Whole_cell_lipidomics
20191230_neg_rep2_KO_a.mzXML
Whole_cell_lipidomics
20191230_neg_rep2_KO_b.mzXML
Whole_cell_lipidomics
20191230_neg_rep2_WT_a.mzXML
Whole_cell_lipidomics
20191230_neg_rep2_WT_b.mzXML
Whole_cell_lipidomics
20191230_pos_rep2_KO_a.mzXML
Whole_cell_lipidomics
20191230_pos_rep2_KO_b.mzXML
Whole_cell_lipidomics
20191230_pos_rep2_WT_a.mzXML
Whole_cell_lipidomics
20191230_pos_rep2_WT_b.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 32 rows!
Extracted information for 32 samples.
Processing  ST000427
No raw data detected. Ignoring ST000427
Processing  ST003357
No raw data detected. Ignoring ST003357
Processing  ST001283
Initiating REDU-table generation for AN002127
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/30 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 30/30 [00:00<00:00, 784.68it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2610/3150 [3:16:15<21:53,  2.43s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MX 219218 raw data
150629actsa01_1.cdf
MX 219218 raw data
150629actsa02_1.cdf
MX 219218 raw data
150629actsa03_1.cdf
MX 219218 raw data
150629actsa04_1.cdf
MX 219218 raw data
150629actsa05_1.cdf
MX 219218 raw data
150629actsa06_1.cdf
MX 219218 raw data
150629actsa07_1.cdf
MX 219218 raw data
150629actsa08_1.cdf
MX 219218 raw data
150629actsa09_1.cdf
MX 219218 raw data
150629actsa10_1.cdf
MX 219218 raw data
150629actsa11_1.cdf
MX 219218 raw data
150629actsa12_1.cdf
MX 219218 raw data
150629actsa13_1.cdf
MX 219218 raw data
150629actsa14_1.cdf
MX 219218 raw data
150629actsa15_1.cdf
MX 219218 raw data
150629actsa16_1.cdf
MX 219218 raw data
150629actsa17_1.cdf
MX 219218 raw data
150629actsa18_1.cdf
MX 219218 raw data
150629actsa19_1.cdf
MX 219218 raw data
150629actsa20_1.cdf
MX 219218 raw data
150629actsa21_1.cdf
MX 219218 raw data
150629actsa22_1.cdf
MX 219218 raw data
150629actsa23_1.cdf
MX 219218 raw data
150629actsa24_1.cdf
MX 219218 raw data
150629actsa25_1.cdf
MX 219218 raw data
150629actsa26_1.cdf
MX 219218 raw data
150629actsa27_1.cdf
MX 219218 raw data
150629actsa28_1.cdf
MX 219218 raw data
150629actsa29_1.cdf
MX 219218 raw data
150629actsa30_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST003181
Initiating REDU-table generation for AN005225
Rest length is 401
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DOIDCommonName:
  mental depression: missing value
20210111_LC_1.mzML
20210111_LC_10.mzML
20210111_LC_100.mzML
20210111_LC_101.mzML
20210111_LC_102.mzML
20210111_LC_103.mzML
20210111_LC_104.mzML
20210111_LC_106.mzML
20210111_LC_107.mzML
20210111_LC_108.mzML
20210111_LC_109.mzML
20210111_LC_11.mzML
20210111_LC_111.mzML
20210111_LC_112.mzML
20210111_LC_113.mzML
20210111_LC_114.mzML
20210111_LC_115.mzML
20210111_LC_116.mzML
20210111_LC_117.mzML
20210111_LC_118.mzML
20210111_LC_119.mzML
20210111_LC_12.mzML
20210111_LC_121.mzML
20210111_LC_122.mzML
20210111_LC_123.mzML
20210111_LC_126.mzML
20210111_LC_127.mzML
20210111_LC_128.mzML
20210111_LC_129.mzML
20210111_LC_13.mzML
20210111_LC_130.mzML
20210111_LC_132.mzML
20210111_LC_133.mzML
20210111_LC_134.mzML
20210111_LC_136.mzML
20210111_LC_137.mzML
20210111_LC_14.mzML
20210111_LC_140.mzML
20210111_LC_141.mzML
20210111_LC_142.mzML
20210111_LC_143.mzML
20210111_LC_144.mzML
20210111_LC_145.mzML
20210111_LC_146.mzML
20210111_LC_147.mzML
20210111_LC_148.mzML
20210111_LC_15.mzML
20210111_LC_16.mzML
20210111_LC_17.mzML
20210111_LC_18.mzML
20210111_LC_19.mzML
20210111_LC_2.mzML
20210111_LC_200.mzML
20210111_LC_23.mzML
20210111_LC_24.mzML
20210111_LC_25.mzML
20210111_LC_26.mzML
20210111_LC_27.mzML
20210111_LC_28.mzML
20210111_LC_29.mzML
20210111_LC_3.mzML
20210111_LC_30.mzML
20210111_LC_31.mzML
20210111_LC_32.mzML
20210111_LC_33.mzML
20210111_LC_34.mzML
20210111_LC_35.mzML
20210111_LC_36.mzML
20210111_LC_37.mzML
20210111_LC_38.mzML
20210111_LC_39.mzML
20210111_LC_4.mzML
20210111_LC_40.mzML
20210111_LC_41.mzML
20210111_LC_42.mzML
20210111_LC_43.mzML
20210111_LC_44.mzML
20210111_LC_45.mzML
20210111_LC_46.mzML
20210111_LC_47.mzML
20210111_LC_48.mzML
20210111_LC_49.mzML
20210111_LC_5.mzML
20210111_LC_51.mzML
20210111_LC_52.mzML
20210111_LC_53.mzML
20210111_LC_54.mzML
20210111_LC_55.mzML
20210111_LC_56.mzML
20210111_LC_57.mzML
20210111_LC_58.mzML
20210111_LC_59.mzML
20210111_LC_6.mzML
20210111_LC_60.mzML
20210111_LC_62.mzML
20210111_LC_63.mzML
20210111_LC_64.mzML
20210111_LC_65.mzML
20210111_LC_66.mzML
20210111_LC_67.mzML
20210111_LC_68.mzML
20210111_LC_69.mzML
20210111_LC_7.mzML
20210111_LC_70.mzML
20210111_LC_71.mzML
20210111_LC_73.mzML
20210111_LC_74.mzML
20210111_LC_75.mzML
20210111_LC_76.mzML
20210111_LC_77.mzML
20210111_LC_8.mzML
20210111_LC_80.mzML
20210111_LC_81.mzML
20210111_LC_82.mzML
20210111_LC_83.mzML
20210111_LC_84.mzML
20210111_LC_85.mzML
20210111_LC_86.mzML
20210111_LC_87.mzML
20210111_LC_88.mzML
20210111_LC_89.mzML
20210111_LC_9.mzML
20210111_LC_90.mzML
20210111_LC_91.mzML
20210111_LC_92.mzML
20210111_LC_93.mzML
20210111_LC_94.mzML
20210111_LC_95.mzML
20210111_LC_96.mzML
20210111_LC_97.mzML
20210111_LC_99.mzML
20210111_ML_1.mzML
20210111_ML_10.mzML
20210111_ML_100.mzML
20210111_ML_101.mzML
20210111_ML_102.mzML
20210111_ML_103.mzML
20210111_ML_104.mzML
20210111_ML_106.mzML
20210111_ML_107.mzML
20210111_ML_108.mzML
20210111_ML_109.mzML
20210111_ML_11.mzML
20210111_ML_111.mzML
20210111_ML_112.mzML
20210111_ML_113.mzML
20210111_ML_114.mzML
20210111_ML_115.mzML
20210111_ML_116.mzML
20210111_ML_117.mzML
20210111_ML_118.mzML
20210111_ML_119.mzML
20210111_ML_12.mzML
20210111_ML_121.mzML
20210111_ML_122.mzML
20210111_ML_123.mzML
20210111_ML_126.mzML
20210111_ML_127.mzML
20210111_ML_128.mzML
20210111_ML_129.mzML
20210111_ML_13.mzML
20210111_ML_130.mzML
20210111_ML_132.mzML
20210111_ML_133.mzML
20210111_ML_134.mzML
20210111_ML_136.mzML
20210111_ML_137.mzML
20210111_ML_14.mzML
20210111_ML_140.mzML
20210111_ML_141.mzML
20210111_ML_142.mzML
20210111_ML_143.mzML
20210111_ML_144.mzML
20210111_ML_145.mzML
20210111_ML_146.mzML
20210111_ML_147.mzML
20210111_ML_148.mzML
20210111_ML_15.mzML
20210111_ML_16.mzML
20210111_ML_17.mzML
20210111_ML_18.mzML
20210111_ML_19.mzML
20210111_ML_2.mzML
20210111_ML_20.mzML
20210111_ML_200.mzML
20210111_ML_21.mzML
20210111_ML_23.mzML
20210111_ML_24.mzML
20210111_ML_25.mzML
20210111_ML_26.mzML
20210111_ML_27.mzML
20210111_ML_28.mzML
20210111_ML_29.mzML
20210111_ML_3.mzML
20210111_ML_30.mzML
20210111_ML_31.mzML
20210111_ML_32.mzML
20210111_ML_33.mzML
20210111_ML_34.mzML
20210111_ML_35.mzML
20210111_ML_36.mzML
20210111_ML_37.mzML
20210111_ML_38.mzML
20210111_ML_39.mzML
20210111_ML_4.mzML
20210111_ML_40.mzML
20210111_ML_41.mzML
20210111_ML_42.mzML
20210111_ML_43.mzML
20210111_ML_44.mzML
20210111_ML_45.mzML
20210111_ML_46.mzML
20210111_ML_47.mzML
20210111_ML_48.mzML
20210111_ML_49.mzML
20210111_ML_5.mzML
20210111_ML_51.mzML
20210111_ML_52.mzML
20210111_ML_53.mzML
20210111_ML_54.mzML
20210111_ML_55.mzML
20210111_ML_56.mzML
20210111_ML_57.mzML
20210111_ML_58.mzML
20210111_ML_59.mzML
20210111_ML_6.mzML
20210111_ML_60.mzML
20210111_ML_62.mzML
20210111_ML_63.mzML
20210111_ML_64.mzML
20210111_ML_65.mzML
20210111_ML_66.mzML
20210111_ML_67.mzML
20210111_ML_68.mzML
20210111_ML_69.mzML
20210111_ML_7.mzML
20210111_ML_70.mzML
20210111_ML_71.mzML
20210111_ML_73.mzML
20210111_ML_74.mzML
20210111_ML_75.mzML
20210111_ML_76.mzML
20210111_ML_77.mzML
20210111_ML_8.mzML
20210111_ML_80.mzML
20210111_ML_81.mzML
20210111_ML_82.mzML
20210111_ML_83.mzML
20210111_ML_84.mzML
20210111_ML_85.mzML
20210111_ML_86.mzML
20210111_ML_87.mzML
20210111_ML_88.mzML
20210111_ML_89.mzML
20210111_ML_9.mzML
20210111_ML_90.mzML
20210111_ML_91.mzML
20210111_ML_92.mzML
20210111_ML_93.mzML
20210111_ML_94.mzML
20210111_ML_95.mzML
20210111_ML_96.mzML
20210111_ML_97.mzML
20210111_ML_99.mzML
20210111_ML_Branco+PIM.mzML
20210111_ML_Branco.mzML
20210111_MP_1.mzML
20210111_MP_10.mzML
20210111_MP_100.mzML
20210111_MP_101.mzML
20210111_MP_102.mzML
20210111_MP_103.mzML
20210111_MP_104.mzML
20210111_MP_106.mzML
20210111_MP_107.mzML
20210111_MP_108.mzML
20210111_MP_109.mzML
20210111_MP_11.mzML
20210111_MP_111.mzML
20210111_MP_112.mzML
20210111_MP_113.mzML
20210111_MP_114.mzML
20210111_MP_115.mzML
20210111_MP_116.mzML
20210111_MP_117.mzML
20210111_MP_118.mzML
20210111_MP_119.mzML
20210111_MP_12.mzML
20210111_MP_121.mzML
20210111_MP_122.mzML
20210111_MP_123.mzML
20210111_MP_126.mzML
20210111_MP_127.mzML
20210111_MP_128.mzML
20210111_MP_129.mzML
20210111_MP_13.mzML
20210111_MP_130.mzML
20210111_MP_132.mzML
20210111_MP_133.mzML
20210111_MP_134.mzML
20210111_MP_136.mzML
20210111_MP_137.mzML
20210111_MP_14.mzML
20210111_MP_140.mzML
20210111_MP_141.mzML
20210111_MP_142.mzML
20210111_MP_143.mzML
20210111_MP_144.mzML
20210111_MP_145.mzML
20210111_MP_146.mzML
20210111_MP_147.mzML
20210111_MP_148.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2611/3150 [3:16:20<24:49,  2.76s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2612/3150 [3:16:22<24:22,  2.72s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2613/3150 [3:16:24<22:50,  2.55s/it]
 83%|████████▎ | 2617/3150 [3:16:24<09:59,  1.12s/it]
20210111_MP_15.mzML
20210111_MP_16.mzML
20210111_MP_17.mzML
20210111_MP_18.mzML
20210111_MP_19.mzML
20210111_MP_2.mzML
20210111_MP_20.mzML
20210111_MP_200.mzML
20210111_MP_21.mzML
20210111_MP_23.mzML
20210111_MP_24.mzML
20210111_MP_25.mzML
20210111_MP_26.mzML
20210111_MP_27.mzML
20210111_MP_28.mzML
20210111_MP_29.mzML
20210111_MP_3.mzML
20210111_MP_30.mzML
20210111_MP_31.mzML
20210111_MP_32.mzML
20210111_MP_33.mzML
20210111_MP_34.mzML
20210111_MP_35.mzML
20210111_MP_36.mzML
20210111_MP_37.mzML
20210111_MP_38.mzML
20210111_MP_39.mzML
20210111_MP_4.mzML
20210111_MP_40.mzML
20210111_MP_41.mzML
20210111_MP_42.mzML
20210111_MP_43.mzML
20210111_MP_44.mzML
20210111_MP_45.mzML
20210111_MP_46.mzML
20210111_MP_47.mzML
20210111_MP_48.mzML
20210111_MP_49.mzML
20210111_MP_5.mzML
20210111_MP_51.mzML
20210111_MP_52.mzML
20210111_MP_53.mzML
20210111_MP_54.mzML
20210111_MP_55.mzML
20210111_MP_56.mzML
20210111_MP_57.mzML
20210111_MP_58.mzML
20210111_MP_59.mzML
20210111_MP_6.mzML
20210111_MP_60.mzML
20210111_MP_62.mzML
20210111_MP_63.mzML
20210111_MP_64.mzML
20210111_MP_65.mzML
20210111_MP_66.mzML
20210111_MP_67.mzML
20210111_MP_68.mzML
20210111_MP_69.mzML
20210111_MP_7.mzML
20210111_MP_70.mzML
20210111_MP_71.mzML
20210111_MP_73.mzML
20210111_MP_74.mzML
20210111_MP_75.mzML
20210111_MP_76.mzML
20210111_MP_77.mzML
20210111_MP_8.mzML
20210111_MP_80.mzML
20210111_MP_81.mzML
20210111_MP_82.mzML
20210111_MP_83.mzML
20210111_MP_84.mzML
20210111_MP_85.mzML
20210111_MP_86.mzML
20210111_MP_87.mzML
20210111_MP_88.mzML
20210111_MP_89.mzML
20210111_MP_9.mzML
20210111_MP_90.mzML
20210111_MP_91.mzML
20210111_MP_92.mzML
20210111_MP_93.mzML
20210111_MP_94.mzML
20210111_MP_95.mzML
20210111_MP_96.mzML
20210111_MP_97.mzML
20210111_MP_99.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 399 rows!
Extracted information for 399 samples.
Processing  ST002361
Initiating REDU-table generation for AN003855
Rest length is 8
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003856
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
run15-15Sep22_KO_GlcNA_LacNA_1_RP_Pos.mzML
run15-16Sep22_KO_GlcNA_LacNA_1_HC_Neg.mzML
run16-15Sep22_KO_GlcNA_LacNA_2_RP_Pos.mzML
run16-16Sep22_KO_GlcNA_LacNA_2_HC_Neg.mzML
run25-16Sep22_Ctrl_GlcNA_LacNA_2_HC_Neg_rerun.mzML
run6-15Sep22_Ctrl_GlcNA_LacNA_1_RP_Pos.mzML
run6-16Sep22_Ctrl_GlcNA_LacNA_1_HC_Neg.mzML
run7-15Sep22_Ctrl_GlcNA_LacNA_2_RP_Pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST002620
Initiating REDU-table generation for AN004292
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pass1B_neg_BAT_V1-2020-04-16.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000688
No raw data detected. Ignoring ST000688
Processing  ST001024
No raw data detected. Ignoring ST001024
Processing  ST001072
No raw data detected. Ignoring ST001072
Processing  ST001175
No raw data detected. Ignoring ST001175
Processing  ST002154
Initiating REDU-table generation for AN003528
Rest length is 252
raw file key found.
Initiating REDU-table generation for AN003529
Rest length is 252
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
E. coioides-Negative
PBS12-1.raw
E. coioides-Negative
PBS12-2.raw
E. coioides-Negative
PBS12-3.raw
E. coioides-Negative
PBS12-4.raw
E. coioides-Negative
PBS12-5.raw
E. coioides-Negative
PBS12-6.raw
E. coioides-Negative
PBS12-7.raw
E. coioides-Negative
PBS1d-1.raw
E. coioides-Negative
PBS1d-2.raw
E. coioides-Negative
PBS1d-3.raw
E. coioides-Negative
PBS1d-4.raw
E. coioides-Negative
PBS1d-5.raw
E. coioides-Negative
PBS1d-6.raw
E. coioides-Negative
PBS1d-7.raw
E. coioides-Negative
PBS2d-1.raw
E. coioides-Negative
PBS2d-2.raw
E. coioides-Negative
PBS2d-3.raw
E. coioides-Negative
PBS2d-4.raw
E. coioides-Negative
PBS2d-5.raw
E. coioides-Negative
PBS2d-6.raw
E. coioides-Negative
PBS2d-7.raw
E. coioides-Negative
PBS3d-1.raw
E. coioides-Negative
PBS3d-2.raw
E. coioides-Negative
PBS3d-3.raw
E. coioides-Negative
PBS3d-4.raw
E. coioides-Negative
PBS3d-5.raw
E. coioides-Negative
PBS3d-6.raw
E. coioides-Negative
PBS3d-7.raw
E. coioides-Negative
PBS4d-1.raw
E. coioides-Negative
PBS4d-2.raw
E. coioides-Negative
PBS4d-3.raw
E. coioides-Negative
PBS4d-4.raw
E. coioides-Negative
PBS4d-5.raw
E. coioides-Negative
PBS4d-6.raw
E. coioides-Negative
PBS4d-7.raw
E. coioides-Negative
PBS6-1.raw
E. coioides-Negative
PBS6-2.raw
E. coioides-Negative
PBS6-3.raw
E. coioides-Negative
PBS6-4.raw
E. coioides-Negative
PBS6-5.raw
E. coioides-Negative
PBS6-6.raw
E. coioides-Negative
PBS6-7.raw
E. coioides-Negative
clpv12-1.raw
E. coioides-Negative
clpv12-2.raw
E. coioides-Negative
clpv12-3.raw
E. coioides-Negative
clpv12-4.raw
E. coioides-Negative
clpv12-5.raw
E. coioides-Negative
clpv12-6.raw
E. coioides-Negative
clpv12-7.raw
E. coioides-Negative
clpv1d-1.raw
E. coioides-Negative
clpv1d-2.raw
E. coioides-Negative
clpv1d-3.raw
E. coioides-Negative
clpv1d-4.raw
E. coioides-Negative
clpv1d-5.raw
E. coioides-Negative
clpv1d-6.raw
E. coioides-Negative
clpv1d-7.raw
E. coioides-Negative
clpv2d-1.raw
E. coioides-Negative
clpv2d-2.raw
E. coioides-Negative
clpv2d-3.raw
E. coioides-Negative
clpv2d-4.raw
E. coioides-Negative
clpv2d-5.raw
E. coioides-Negative
clpv2d-6.raw
E. coioides-Negative
clpv2d-7.raw
E. coioides-Negative
clpv3d-1.raw
E. coioides-Negative
clpv3d-2.raw
E. coioides-Negative
clpv3d-3.raw
E. coioides-Negative
clpv3d-4.raw
E. coioides-Negative
clpv3d-5.raw
E. coioides-Negative
clpv3d-6.raw
E. coioides-Negative
clpv3d-7.raw
E. coioides-Negative
clpv4d-1.raw
E. coioides-Negative
clpv4d-2.raw
E. coioides-Negative
clpv4d-3.raw
E. coioides-Negative
clpv4d-4.raw
E. coioides-Negative
clpv4d-5.raw
E. coioides-Negative
clpv4d-6.raw
E. coioides-Negative
clpv4d-7.raw
E. coioides-Negative
clpv6-1.raw
E. coioides-Negative
clpv6-2.raw
E. coioides-Negative
clpv6-3.raw
E. coioides-Negative
clpv6-4.raw
E. coioides-Negative
clpv6-5.raw
E. coioides-Negative
clpv6-6.raw
E. coioides-Negative
clpv6-7.raw
E. coioides-Negative
wt12-1.raw
E. coioides-Negative
wt12-2.raw
E. coioides-Negative
wt12-3.raw
E. coioides-Negative
wt12-4.raw
E. coioides-Negative
wt12-5.raw
E. coioides-Negative
wt12-6.raw
E. coioides-Negative
wt12-7.raw
E. coioides-Negative
wt1d-1.raw
E. coioides-Negative
wt1d-2.raw
E. coioides-Negative
wt1d-3.raw
E. coioides-Negative
wt1d-4.raw
E. coioides-Negative
wt1d-5.raw
E. coioides-Negative
wt1d-6.raw
E. coioides-Negative
wt1d-7.raw
E. coioides-Negative
wt2d-1.raw
E. coioides-Negative
wt2d-2.raw
E. coioides-Negative
wt2d-3.raw
E. coioides-Negative
wt2d-4.raw
E. coioides-Negative
wt2d-5.raw
E. coioides-Negative
wt2d-6.raw
E. coioides-Negative
wt2d-7.raw
E. coioides-Negative
wt3d-1.raw
E. coioides-Negative
wt3d-2.raw
E. coioides-Negative
wt3d-3.raw
E. coioides-Negative
wt3d-4.raw
E. coioides-Negative
wt3d-5.raw
E. coioides-Negative
wt3d-6.raw
E. coioides-Negative
wt3d-7.raw
E. coioides-Negative
wt4d-1.raw
E. coioides-Negative
wt4d-2.raw
E. coioides-Negative
wt4d-3.raw
E. coioides-Negative
wt4d-4.raw
E. coioides-Negative
wt4d-5.raw
E. coioides-Negative
wt4d-6.raw
E. coioides-Negative
wt4d-7.raw
E. coioides-Negative
wt6-1.raw
E. coioides-Negative
wt6-2.raw
E. coioides-Negative
wt6-3.raw
E. coioides-Negative
wt6-4.raw
E. coioides-Negative
wt6-5.raw
E. coioides-Negative
wt6-6.raw
E. coioides-Negative
wt6-7.raw
E. coioides-positive
PBS12-1-m.raw
E. coioides-positive
PBS12-2-m.raw
E. coioides-positive
PBS12-3-m.raw
E. coioides-positive
PBS12-4-m.raw
E. coioides-positive
PBS12-5-m.raw
E. coioides-positive
PBS12-6-m.raw
E. coioides-positive/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2619/3150 [3:16:29<12:59,  1.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2622/3150 [3:16:38<18:13,  2.07s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2623/3150 [3:16:40<18:30,  2.11s/it]
PBS12-7-m.raw
E. coioides-positive
PBS1d-1-m.raw
E. coioides-positive
PBS1d-2-m.raw
E. coioides-positive
PBS1d-3-m.raw
E. coioides-positive
PBS1d-4-m.raw
E. coioides-positive
PBS1d-5-m.raw
E. coioides-positive
PBS1d-6-m.raw
E. coioides-positive
PBS1d-7-m.raw
E. coioides-positive
PBS2d-1-m.raw
E. coioides-positive
PBS2d-2-m.raw
E. coioides-positive
PBS2d-3-m.raw
E. coioides-positive
PBS2d-4-m.raw
E. coioides-positive
PBS2d-5-m.raw
E. coioides-positive
PBS2d-6-m.raw
E. coioides-positive
PBS2d-7-m.raw
E. coioides-positive
PBS3d-1-m.raw
E. coioides-positive
PBS3d-2-m.raw
E. coioides-positive
PBS3d-3-m.raw
E. coioides-positive
PBS3d-4-m.raw
E. coioides-positive
PBS3d-5-m.raw
E. coioides-positive
PBS3d-6-m.raw
E. coioides-positive
PBS3d-7-m.raw
E. coioides-positive
PBS4d-1-m.raw
E. coioides-positive
PBS4d-2-m.raw
E. coioides-positive
PBS4d-3-m.raw
E. coioides-positive
PBS4d-4-m.raw
E. coioides-positive
PBS4d-5-m.raw
E. coioides-positive
PBS4d-6-m.raw
E. coioides-positive
PBS4d-7-m.raw
E. coioides-positive
PBS6-1-m.raw
E. coioides-positive
PBS6-2-m.raw
E. coioides-positive
PBS6-3-m.raw
E. coioides-positive
PBS6-4-m.raw
E. coioides-positive
PBS6-5-m.raw
E. coioides-positive
PBS6-6-m.raw
E. coioides-positive
PBS6-7-m.raw
E. coioides-positive
clpv12-1-m.raw
E. coioides-positive
clpv12-2-m.raw
E. coioides-positive
clpv12-3-m.raw
E. coioides-positive
clpv12-4-m.raw
E. coioides-positive
clpv12-5-m.raw
E. coioides-positive
clpv12-6-m.raw
E. coioides-positive
clpv12-7-m.raw
E. coioides-positive
clpv1d-1-m.raw
E. coioides-positive
clpv1d-2-m.raw
E. coioides-positive
clpv1d-3-m.raw
E. coioides-positive
clpv1d-4-m.raw
E. coioides-positive
clpv1d-5-m.raw
E. coioides-positive
clpv1d-6-m.raw
E. coioides-positive
clpv1d-7-m.raw
E. coioides-positive
clpv2d-1-m.raw
E. coioides-positive
clpv2d-2-m.raw
E. coioides-positive
clpv2d-3-m.raw
E. coioides-positive
clpv2d-4-m.raw
E. coioides-positive
clpv2d-5-m.raw
E. coioides-positive
clpv2d-6-m.raw
E. coioides-positive
clpv2d-7-m.raw
E. coioides-positive
clpv3d-1-m.raw
E. coioides-positive
clpv3d-2-m.raw
E. coioides-positive
clpv3d-3-m.raw
E. coioides-positive
clpv3d-4-m.raw
E. coioides-positive
clpv3d-5-m.raw
E. coioides-positive
clpv3d-6-m.raw
E. coioides-positive
clpv3d-7-m.raw
E. coioides-positive
clpv4d-1-m.raw
E. coioides-positive
clpv4d-2-m.raw
E. coioides-positive
clpv4d-3-m.raw
E. coioides-positive
clpv4d-4-m.raw
E. coioides-positive
clpv4d-5-m.raw
E. coioides-positive
clpv4d-6-m.raw
E. coioides-positive
clpv4d-7-m.raw
E. coioides-positive
clpv6-1-m.raw
E. coioides-positive
clpv6-2-m.raw
E. coioides-positive
clpv6-3-m.raw
E. coioides-positive
clpv6-4-m.raw
E. coioides-positive
clpv6-5-m.raw
E. coioides-positive
clpv6-6-m.raw
E. coioides-positive
clpv6-7-m.raw
E. coioides-positive
wt12-1-m.raw
E. coioides-positive
wt12-2-m.raw
E. coioides-positive
wt12-3-m.raw
E. coioides-positive
wt12-4-m.raw
E. coioides-positive
wt12-5-m.raw
E. coioides-positive
wt12-6-m.raw
E. coioides-positive
wt12-7-m.raw
E. coioides-positive
wt1d-1-m.raw
E. coioides-positive
wt1d-2-m.raw
E. coioides-positive
wt1d-3-m.raw
E. coioides-positive
wt1d-4-m.raw
E. coioides-positive
wt1d-5-m.raw
E. coioides-positive
wt1d-6-m.raw
E. coioides-positive
wt1d-7-m.raw
E. coioides-positive
wt2d-1-m.raw
E. coioides-positive
wt2d-2-m.raw
E. coioides-positive
wt2d-3-m.raw
E. coioides-positive
wt2d-4-m.raw
E. coioides-positive
wt2d-5-m.raw
E. coioides-positive
wt2d-6-m.raw
E. coioides-positive
wt2d-7-m.raw
E. coioides-positive
wt3d-1-m.raw
E. coioides-positive
wt3d-2-m.raw
E. coioides-positive
wt3d-3-m.raw
E. coioides-positive
wt3d-4-m.raw
E. coioides-positive
wt3d-5-m.raw
E. coioides-positive
wt3d-6-m.raw
E. coioides-positive
wt3d-7-m.raw
E. coioides-positive
wt4d-1-m.raw
E. coioides-positive
wt4d-2-m.raw
E. coioides-positive
wt4d-3-m.raw
E. coioides-positive
wt4d-4-m.raw
E. coioides-positive
wt4d-5-m.raw
E. coioides-positive
wt4d-6-m.raw
E. coioides-positive
wt4d-7-m.raw
E. coioides-positive
wt6-1-m.raw
E. coioides-positive
wt6-2-m.raw
E. coioides-positive
wt6-3-m.raw
E. coioides-positive
wt6-4-m.raw
E. coioides-positive
wt6-5-m.raw
E. coioides-positive
wt6-6-m.raw
E. coioides-positive
wt6-7-m.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 252 rows!
Extracted information for 252 samples.
Processing  ST002459
Initiating REDU-table generation for AN004011
Did not receive valid mwTab json for AN004011!
Initiating REDU-table generation for AN004012
Did not receive valid mwTab json for AN004012!
Initiating REDU-table generation for AN004013
Did not receive valid mwTab json for AN004013!
Processing  ST000706
No raw data detected. Ignoring ST000706
Processing  ST000445
No raw data detected. Ignoring ST000445
Processing  ST001496
Initiating REDU-table generation for AN002479
Rest length is 112
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Application_study
20200226_Application-SIHUMI_pilot_study.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST003076
Initiating REDU-table generation for AN005034
Rest length is 63
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Metabolites
Heart_491.raw
Metabolites
Heart_492.raw
Metabolites
Heart_493.raw
Metabolites
Heart_494.raw
Metabolites
Heart_501.raw
Metabolites
Heart_502.raw
Metabolites
Heart_503.raw
Metabolites
Heart_504.raw
Metabolites
Heart_505.raw
Metabolites
Intestine_491.raw
Metabolites
Intestine_492.raw
Metabolites
Intestine_493.raw
Metabolites
Intestine_494.raw
Metabolites
Intestine_501.raw
Metabolites
Intestine_502.raw
Metabolites
Intestine_503.raw
Metabolites
Intestine_504.raw
Metabolites
Intestine_505.raw
Metabolites
Liver_491.raw
Metabolites
Liver_492.raw
Metabolites
Liver_493.raw
Metabolites
Liver_494.raw
Metabolites
Liver_501.raw
Metabolites
Liver_502.raw
Metabolites
Liver_503.raw
Metabolites
Liver_504.raw
Metabolites
Liver_505.raw
Metabolites
P1.raw
Metabolites
P10.raw
Metabolites
P11.raw
Metabolites
P12.raw
Metabolites
P13.raw
Metabolites
P14.raw
Metabolites
P2.raw
Metabolites
P3.raw
Metabolites
P4.raw
Metabolites
adipose_491.raw
Metabolites
adipose_492.raw
Metabolites
adipose_493.raw
Metabolites
adipose_494.raw
Metabolites
adipose_501.raw
Metabolites
adipose_502.raw
Metabolites
adipose_503.raw
Metabolites
adipose_504.raw
Metabolites
adipose_505.raw
Metabolites
kidney_491.raw
Metabolites
kidney_492.raw
Metabolites
kidney_493.raw
Metabolites
kidney_494.raw
Metabolites
kidney_501.raw
Metabolites
kidney_502.raw
Metabolites
kidney_503.raw
Metabolites
kidney_504.raw
Metabolites
kidney_505.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST003484
Initiating REDU-table generation for AN005721
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:  16%|█▌        | 14/90 [00:00<00:00, 138.27it/s]

Mapping potential matches:  31%|███       | 28/90 [00:00<00:00, 137.55it/s]

Mapping potential matches:  47%|████▋     | 42/90 [00:00<00:00, 137.62it/s]

Mapping potential matches:  62%|██████▏   | 56/90 [00:00<00:00, 138.03it/s]

Mapping potential matches:  78%|███████▊  | 70/90 [00:00<00:00, 138.64it/s]

Mapping potential matches:  94%|█████████▍| 85/90 [00:00<00:00, 140.36it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:00<00:00, 139.39it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005722
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:  17%|█▋        | 15/90 [00:00<00:00, 142.96it/s]

Mapping potential matches:  33%|███▎      | 30/90 [00:00<00:00, 142.31it/s]

Mapping potential matches:  50%|█████     | 45/90 [00:00<00:00, 142.43it/s]

Mapping potential matches:  67%|██████▋   | 60/90 [00:00<00:00, 142.35it/s]

Mapping potential matches:  83%|████████▎ | 75/90 [00:00<00:00, 142.34it/s]

Mapping potential matches: 100%|██████████| 90/90 [00:00<00:00, 142.66it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:00<00:00, 142.50it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2624/3150 [3:16:45<22:58,  2.62s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MR09 raw files
negative
MR09-1-.raw
MR09 raw files
negative
MR09-10-.raw
MR09 raw files
negative
MR09-11-.raw
MR09 raw files
negative
MR09-115-.raw
MR09 raw files
negative
MR09-116-.raw
MR09 raw files
negative
MR09-117-.raw
MR09 raw files
negative
MR09-118-.raw
MR09 raw files
negative
MR09-119-.raw
MR09 raw files
negative
MR09-12-.raw
MR09 raw files
negative
MR09-120-.raw
MR09 raw files
negative
MR09-121-.raw
MR09 raw files
negative
MR09-122-.raw
MR09 raw files
negative
MR09-123-.raw
MR09 raw files
negative
MR09-124-.raw
MR09 raw files
negative
MR09-125-.raw
MR09 raw files
negative
MR09-126-.raw
MR09 raw files
negative
MR09-127-.raw
MR09 raw files
negative
MR09-128-.raw
MR09 raw files
negative
MR09-129-.raw
MR09 raw files
negative
MR09-13-.raw
MR09 raw files
negative
MR09-130-.raw
MR09 raw files
negative
MR09-131-.raw
MR09 raw files
negative
MR09-132-.raw
MR09 raw files
negative
MR09-133-.raw
MR09 raw files
negative
MR09-134-.raw
MR09 raw files
negative
MR09-135-.raw
MR09 raw files
negative
MR09-136-.raw
MR09 raw files
negative
MR09-137-.raw
MR09 raw files
negative
MR09-138-.raw
MR09 raw files
negative
MR09-14-.raw
MR09 raw files
negative
MR09-15-.raw
MR09 raw files
negative
MR09-16-.raw
MR09 raw files
negative
MR09-17-.raw
MR09 raw files
negative
MR09-18-.raw
MR09 raw files
negative
MR09-19-.raw
MR09 raw files
negative
MR09-2-.raw
MR09 raw files
negative
MR09-20-.raw
MR09 raw files
negative
MR09-21-.raw
MR09 raw files
negative
MR09-22-.raw
MR09 raw files
negative
MR09-23-.raw
MR09 raw files
negative
MR09-24-.raw
MR09 raw files
negative
MR09-25-.raw
MR09 raw files
negative
MR09-26-.raw
MR09 raw files
negative
MR09-27-.raw
MR09 raw files
negative
MR09-28-.raw
MR09 raw files
negative
MR09-29-.raw
MR09 raw files
negative
MR09-3-.raw
MR09 raw files
negative
MR09-30-.raw
MR09 raw files
negative
MR09-31-.raw
MR09 raw files
negative
MR09-32-.raw
MR09 raw files
negative
MR09-33-.raw
MR09 raw files
negative
MR09-34-.raw
MR09 raw files
negative
MR09-35-.raw
MR09 raw files
negative
MR09-36-.raw
MR09 raw files
negative
MR09-37-.raw
MR09 raw files
negative
MR09-38-.raw
MR09 raw files
negative
MR09-39-.raw
MR09 raw files
negative
MR09-4-.raw
MR09 raw files
negative
MR09-40-.raw
MR09 raw files
negative
MR09-41-.raw
MR09 raw files
negative
MR09-42-.raw
MR09 raw files
negative
MR09-43-.raw
MR09 raw files
negative
MR09-44-.raw
MR09 raw files
negative
MR09-45-.raw
MR09 raw files
negative
MR09-46-.raw
MR09 raw files
negative
MR09-47-.raw
MR09 raw files
negative
MR09-48-.raw
MR09 raw files
negative
MR09-49-.raw
MR09 raw files
negative
MR09-5-.raw
MR09 raw files
negative
MR09-50-.raw
MR09 raw files
negative
MR09-51-.raw
MR09 raw files
negative
MR09-52-.raw
MR09 raw files
negative
MR09-53-.raw
MR09 raw files
negative
MR09-54-.raw
MR09 raw files
negative
MR09-55-.raw
MR09 raw files
negative
MR09-56-.raw
MR09 raw files
negative
MR09-57-.raw
MR09 raw files
negative
MR09-58-.raw
MR09 raw files
negative
MR09-59-.raw
MR09 raw files
negative
MR09-6-.raw
MR09 raw files
negative
MR09-60-.raw
MR09 raw files
negative
MR09-61-.raw
MR09 raw files
negative
MR09-62-.raw
MR09 raw files
negative
MR09-63-.raw
MR09 raw files
negative
MR09-64-.raw
MR09 raw files
negative
MR09-65-.raw
MR09 raw files
negative
MR09-66-.raw
MR09 raw files
negative
MR09-7-.raw
MR09 raw files
negative
MR09-8-.raw
MR09 raw files
negative
MR09-9-.raw
MR09 raw files
positive
MR09-1+.raw
MR09 raw files
positive
MR09-10+.raw
MR09 raw files
positive
MR09-11+.raw
MR09 raw files
positive
MR09-115+.raw
MR09 raw files
positive
MR09-116+.raw
MR09 raw files
positive
MR09-117+.raw
MR09 raw files
positive
MR09-118+.raw
MR09 raw files
positive
MR09-119+.raw
MR09 raw files
positive
MR09-12+.raw
MR09 raw files
positive
MR09-120+.raw
MR09 raw files
positive
MR09-121+.raw
MR09 raw files
positive
MR09-122+.raw
MR09 raw files
positive
MR09-123+.raw
MR09 raw files
positive
MR09-124+.raw
MR09 raw files
positive
MR09-125+.raw
MR09 raw files
positive
MR09-126+.raw
MR09 raw files
positive
MR09-127+.raw
MR09 raw files
positive
MR09-128+.raw
MR09 raw files
positive
MR09-129+.raw
MR09 raw files
positive
MR09-13+.raw
MR09 raw files
positive
MR09-130+.raw
MR09 raw files
positive
MR09-131+.raw
MR09 raw files
positive
MR09-132+.raw
MR09 raw files
positive
MR09-133+.raw
MR09 raw files
positive
MR09-134+.raw
MR09 raw files
positive
MR09-135+.raw
MR09 raw files
positive
MR09-136+.raw
MR09 raw files
positive
MR09-137+.raw
MR09 raw files
positive
MR09-138+.raw
MR09 raw files
positive
MR09-14+.raw
MR09 raw files
positive
MR09-15+.raw
MR09 raw files
positive
MR09-16+.raw
MR09 raw files
positive
MR09-17+.raw
MR09 raw files
positive
MR09-18+.raw
MR09 raw files
positive
MR09-19+.raw
MR09 raw files
positive
MR09-2+.raw
MR09 raw files
positive
MR09-20+.raw
MR09 raw files
positive
MR09-21+.raw
MR09 raw files
positive
MR09-22+.raw
MR09 raw files
positive
MR09-23+.raw
MR09 raw files
positive
MR09-24+.raw
MR09 raw files
positive
MR09-25+.raw
MR09 raw files
positive
MR09-26+.raw
MR09 raw files
positive
MR09-27+.raw
MR09 raw files
positive
MR09-28+.raw
MR09 raw files
positive
MR09-29+.raw
MR09 raw files
positive
MR09-3+.raw
MR09 raw files
positive
MR09-30+.raw
MR09 raw files
positive
MR09-31+.raw
MR09 raw files
positive
MR09-32+.raw
MR09 raw files
positive
MR09-33+.raw
MR09 raw files
positive
MR09-34+.raw
MR09 raw files
positive
MR09-35+.raw
MR09 raw files
positive
MR09-36+.raw
MR09 raw files
positive
MR09-37+.raw
MR09 raw files
positive
MR09-38+.raw
MR09 raw files
positive
MR09-39+.raw
MR09 raw files
positive
MR09-4+.raw
MR09 raw files
positive
MR09-40+.raw
MR09 raw files
positive
MR09-41+.raw
MR09 raw files
positive
MR09-42+.raw
MR09 raw files
positive
MR09-43+.raw
MR09 raw files
positive
MR09-44+.raw
MR09 raw files
positive
MR09-45+.raw
MR09 raw files
positive
MR09-46+.raw
MR09 raw files
positive
MR09-47+.raw
MR09 raw files
positive
MR09-48+.raw
MR09 raw files
positive
MR09-49+.raw
MR09 raw files
positive
MR09-5+.raw
MR09 raw files
positive
MR09-50+.raw
MR09 raw files
positive
MR09-51+.raw
MR09 raw files
positive
MR09-52+.raw
MR09 raw files
positive
MR09-53+.raw
MR09 raw files
positive
MR09-54+.raw
MR09 raw files
positive
MR09-55+.raw
MR09 raw files
positive
MR09-56+.raw
MR09 raw files
positive
MR09-57+.raw
MR09 raw files
positive
MR09-58+.raw
MR09 raw files
positive
MR09-59+.raw
MR09 raw files
positive
MR09-6+.raw
MR09 raw files
positive
MR09-60+.raw
MR09 raw files
positive
MR09-61+.raw
MR09 raw files
positive
MR09-62+.raw
MR09 raw files
positive
MR09-63+.raw
MR09 raw files
positive
MR09-64+.raw
MR09 raw files
positive
MR09-65+.raw
MR09 raw files
positive
MR09-66+.raw
MR09 raw files
positive
MR09-7+.raw
MR09 raw files
positive
MR09-8+.raw
MR09 raw files
positive
MR09-9+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 180 rows!
Extracted information for 180 samples.
Processing  ST002624
No raw data detected. Ignoring ST002624
Processing  ST000654
No raw data detected. Ignoring ST000654
Processing  ST002595
Initiating REDU-table generation for AN004267
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 13387.06it/s]

 83%|████████▎ | 2627/3150 [3:16:46<13:34,  1.56s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 83%|████████▎ | 2630/3150 [3:16:48<11:07,  1.28s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000743
No raw data detected. Ignoring ST000743
Processing  ST000831
No raw data detected. Ignoring ST000831
Processing  ST001700
Initiating REDU-table generation for AN002771
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
259605 Mouse serum
160329aOEsa01_1.cdf
259605 Mouse serum
160329aOEsa02_1.cdf
259605 Mouse serum
160329aOEsa03_1.cdf
259605 Mouse serum
160329aOEsa04_1.cdf
259605 Mouse serum
160329aOEsa05_1.cdf
259605 Mouse serum
160329aOEsa06_1.cdf
259605 Mouse serum
160329aOEsa07_1.cdf
259605 Mouse serum
160329aOEsa08_1.cdf
259605 Mouse serum
160329aOEsa09_1.cdf
259605 Mouse serum
160329aOEsa10_1.cdf
259605 Mouse serum
160329aOEsa11_1.cdf
259605 Mouse serum
160329aOEsa12_1.cdf
259605 Mouse serum
160329aOEsa13_1.cdf
259605 Mouse serum
160329aOEsa14_1.cdf
259605 Mouse serum
160329aOEsa15_1.cdf
259605 Mouse serum
160329aOEsa16_1.cdf
259605 Mouse serum
160329aOEsa17_1.cdf
259605 Mouse serum
160329aOEsa18_1.cdf
259605 Mouse serum
160329aOEsa19_1.cdf
259605 Mouse serum
160329aOEsa20_1.cdf
259605 Mouse serum
160329aOEsa21_1.cdf
259605 Mouse serum
160329aOEsa22_1.cdf
259605 Mouse serum
160329aOEsa23_1.cdf
259605 Mouse serum
160329aOEsa24_1.cdf
259605 Mouse serum
160329aOEsa25_1.cdf
259605 Mouse serum
160329aOEsa26_1.cdf
259605 Mouse serum
160329aOEsa27_1.cdf
259605 Mouse serum
160329aOEsa28_1.cdf
259605 Mouse serum
160329aOEsa29_2.cdf
259605 Mouse serum
160329aOEsa30_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST003171
No raw data detected. Ignoring ST003171
Processing  ST002096
No raw data detected. Ignoring ST002096
Processing  ST001041
Initiating REDU-table generation for AN001706
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/47 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 47/47 [00:00<00:00, 531.71it/s]

 84%|████████▎ | 2633/3150 [3:16:49<07:48,  1.10it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 84%|████████▎ | 2637/3150 [3:16:52<07:02,  1.21it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003146
No raw data detected. Ignoring ST003146
Processing  ST000072
No raw data detected. Ignoring ST000072
Processing  ST001983
No raw data detected. Ignoring ST001983
Processing  ST002654
Initiating REDU-table generation for AN004326
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0250_MoTrPAC_PASS1B_HP-90217015905-KID.raw
0251_MoTrPAC_PASS1B_HP-90218015905-KID.raw
0252_MoTrPAC_PASS1B_HP-90222015905-KID.raw
0253_MoTrPAC_PASS1B_HP-90223015905-KID.raw
0254_MoTrPAC_PASS1B_HP-90225015905-KID.raw
0255_MoTrPAC_PASS1B_HP-90227015905-KID.raw
0256_MoTrPAC_PASS1B_HP-90229015905-KID.raw
0257_MoTrPAC_PASS1B_HP-90232015905-KID.raw
0258_MoTrPAC_PASS1B_HP-90237015905-KID.raw
0259_MoTrPAC_PASS1B_HP-90239015905-KID.raw
0260_MoTrPAC_PASS1B_HP-90245015905-KID.raw
0261_MoTrPAC_PASS1B_HP-90248015905-KID.raw
0262_MoTrPAC_PASS1B_HP-90251015905-KID.raw
0263_MoTrPAC_PASS1B_HP-90252015905-KID.raw
0264_MoTrPAC_PASS1B_HP-90254015905-KID.raw
0265_MoTrPAC_PASS1B_HP-90258015905-KID.raw
0266_MoTrPAC_PASS1B_HP-90259015905-KID.raw
0267_MoTrPAC_PASS1B_HP-90265015905-KID.raw
0268_MoTrPAC_PASS1B_HP-90266015905-KID.raw
0269_MoTrPAC_PASS1B_HP-90267015905-KID.raw
0269a_MoTrPAC_PASS1B_HP-PREFA02.raw
0269b_MoTrPAC_PASS1B_HP-PREFB02.raw
0270_MoTrPAC_PASS1B_HP-90280015905-KID.raw
0271_MoTrPAC_PASS1B_HP-90281015905-KID.raw
0272_MoTrPAC_PASS1B_HP-90283015905-KID.raw
0273_MoTrPAC_PASS1B_HP-90289015905-KID.raw
0274_MoTrPAC_PASS1B_HP-90292015905-KID.raw
0275_MoTrPAC_PASS1B_HP-90406015905-KID.raw
0276_MoTrPAC_PASS1B_HP-90410015905-KID.raw
0277_MoTrPAC_PASS1B_HP-90412015905-KID.raw
0278_MoTrPAC_PASS1B_HP-90416015905-KID.raw
0279_MoTrPAC_PASS1B_HP-90420015905-KID.raw
0280_MoTrPAC_PASS1B_HP-90421015905-KID.raw
0281_MoTrPAC_PASS1B_HP-90422015905-KID.raw
0282_MoTrPAC_PASS1B_HP-90423015905-KID.raw
0283_MoTrPAC_PASS1B_HP-90426015905-KID.raw
0284_MoTrPAC_PASS1B_HP-90430015905-KID.raw
0285_MoTrPAC_PASS1B_HP-90439015905-KID.raw
0286_MoTrPAC_PASS1B_HP-90441015905-KID.raw
0287_MoTrPAC_PASS1B_HP-90444015905-KID.raw
0288_MoTrPAC_PASS1B_HP-90449015905-KID.raw
0289_MoTrPAC_PASS1B_HP-90450015905-KID.raw
0289a_MoTrPAC_PASS1B_HP-PREFA03.raw
0289b_MoTrPAC_PASS1B_HP-PREFB03.raw
0290_MoTrPAC_PASS1B_HP-90559015905-KID.raw
0291_MoTrPAC_PASS1B_HP-90560015905-KID.raw
0292_MoTrPAC_PASS1B_HP-90564015905-KID.raw
0293_MoTrPAC_PASS1B_HP-90567015905-KID.raw
0294_MoTrPAC_PASS1B_HP-90571015905-KID.raw
0295_MoTrPAC_PASS1B_HP-90576015905-KID.raw
0296_MoTrPAC_PASS1B_HP-90578015905-KID.raw
0297_MoTrPAC_PASS1B_HP-90581015905-KID.raw
0298_MoTrPAC_PASS1B_HP-90585015905-KID.raw
0299_MoTrPAC_PASS1B_HP-90587015905-KID.raw
0299a_MoTrPAC_PASS1B_HP-Sed03-KID.raw
0299b_MoTrPAC_PASS1B_HP-Sed04-KID.raw
0299c_MoTrPAC_PASS1B_HP-IPE03-KID.raw
0299d_MoTrPAC_PASS1B_HP-IPE04-KID.raw
0299e_MoTrPAC_PASS1B_HP-PREFA04.raw
0299f_MoTrPAC_PASS1B_HP-PREFB04.raw
0389m_MoTrPAC_PASS1B_HP-PREFA01.raw
0389n_MoTrPAC_PASS1B_HP-PREFB01.raw
0389o_MoTrPAC_PASS1B_HP-Sed01-KID.raw
0389p_MoTrPAC_PASS1B_HP-Sed02-KID.raw
0389q_MoTrPAC_PASS1B_HP-IPE01-KID.raw
0389r_MoTrPAC_PASS1B_HP-IPE02-KID.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST003412
Initiating REDU-table generation for AN005604
Rest length is 147
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 147.14it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005605
Rest length is 147
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 157.76it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230206 Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-Blank (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 0 uM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 0 uM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 0 uM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 0 uM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 0 uM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 0 uM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 0.5 uM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 2.0 uM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 20 uM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 20 uM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 20 uM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 20 uM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 20 uM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 20 uM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 4.0 uM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 50 uM cells (dead) (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 50 uM cells (dead) (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 50 uM cells (dead).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 50 uM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 50 uM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 50 uM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 Cerulenin 6.0 uM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 0 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 0 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 0 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 0 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 0 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 0 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 1 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 1 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 1 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 1 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 1 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 1 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 20 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 20 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 20 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 20 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 20 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 20 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 200 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 200 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 200 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 200 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 200 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 200 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 5 uM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 5 uM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 5 uM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 5 uM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 5 uM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 5 uM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 50 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 50 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 50 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 50 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 50 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 50 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 500 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 500 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 500 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 500 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 500 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-2640 500 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 0 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 0 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 0 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 0 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 0 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 0 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 1 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 1 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 1 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 1 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 1 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 1 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 20 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 20 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 20 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 20 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 20 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 20 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 200 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 200 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 200 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 200 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 200 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 200 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 5 uM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 5 uM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 5 uM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 5 uM med (2).mzML
Dima Cerulenin TVB mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 84%|████████▎ | 2638/3150 [3:17:06<21:10,  2.48s/it]
 84%|████████▍ | 2642/3150 [3:17:06<12:19,  1.46s/it]
20230206 Dima Cerulenin TVB-BT474 TVB-3166 5 uM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 5 uM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 50 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 50 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 50 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 50 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 50 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 50 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 500 nM cells (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 500 nM cells (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 500 nM cells.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 500 nM med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 500 nM med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 TVB-3166 500 nM med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 bottle med (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 bottle med (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 bottle med (4).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 bottle med (5).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 bottle med (6).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 bottle med (7).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 bottle med (8).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 bottle med (9).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-BT474 bottle med.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-Blank (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-Blank (4).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-Blank (5).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-Blank (6).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-Blank (7).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-Blank (8).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-Blank (9).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-Blank.mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-DMEM_F12 no adds (2).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-DMEM_F12 no adds (3).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-DMEM_F12 no adds (4).mzML
Dima Cerulenin TVB mzML
20230206 Dima Cerulenin TVB-DMEM_F12 no adds.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 128 rows!
Extracted information for 128 samples.
Processing  ST000999
No raw data detected. Ignoring ST000999
Processing  ST000887
No raw data detected. Ignoring ST000887
Processing  ST000762
No raw data detected. Ignoring ST000762
Processing  ST000600
No raw data detected. Ignoring ST000600
Processing  ST001942
No raw data detected. Ignoring ST001942
Processing  ST001152
Initiating REDU-table generation for AN001900
Rest length is 80
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/82 [00:00<?, ?it/s]

Mapping potential matches:  26%|██▌       | 21/82 [00:00<00:00, 200.53it/s]

Mapping potential matches:  51%|█████     | 42/82 [00:00<00:00, 200.63it/s]

Mapping potential matches:  77%|███████▋  | 63/82 [00:00<00:00, 200.87it/s]
Mapping potential matches: 100%|██████████| 82/82 [00:00<00:00, 200.71it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN001901
Rest length is 80
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/82 [00:00<?, ?it/s]

Mapping potential matches:  24%|██▍       | 20/82 [00:00<00:00, 196.13it/s]

Mapping potential matches:  50%|█████     | 41/82 [00:00<00:00, 198.89it/s]

Mapping potential matches:  74%|███████▍  | 61/82 [00:00<00:00, 198.45it/s]

Mapping potential matches:  99%|█████████▉| 81/82 [00:00<00:00, 198.60it/s]
Mapping potential matches: 100%|██████████| 82/82 [00:00<00:00, 198.34it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN001902
Rest length is 80
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/82 [00:00<?, ?it/s]

Mapping potential matches:  26%|██▌       | 21/82 [00:00<00:00, 200.99it/s]

Mapping potential matches:  51%|█████     | 42/82 [00:00<00:00, 201.44it/s]

Mapping potential matches:  77%|███████▋  | 63/82 [00:00<00:00, 201.05it/s]
Mapping potential matches: 100%|██████████| 82/82 [00:00<00:00, 200.08it/s]

 84%|████████▍ | 2644/3150 [3:17:09<11:52,  1.41s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 84%|████████▍ | 2645/3150 [3:17:11<12:34,  1.49s/it]
 84%|████████▍ | 2648/3150 [3:17:11<07:54,  1.06it/s]
 84%|████████▍ | 2650/3150 [3:17:11<05:55,  1.40it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 84%|████████▍ | 2652/3150 [3:17:13<07:12,  1.15it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 84%|████████▍ | 2653/3150 [3:17:16<09:20,  1.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 84%|████████▍ | 2654/3150 [3:17:19<11:51,  1.43s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 84%|████████▍ | 2655/3150 [3:17:21<12:48,  1.55s/it]
 84%|████████▍ | 2658/3150 [3:17:21<06:47,  1.21it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001677
Initiating REDU-table generation for AN002735
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Tcell_Cers_SPTLC_KD_RawData_Upload
SCr-D1.mzML
Tcell_Cers_SPTLC_KD_RawData_Upload
SCr-D2.mzML
Tcell_Cers_SPTLC_KD_RawData_Upload
SCr-D3.mzML
Tcell_Cers_SPTLC_KD_RawData_Upload
TKD-D1.mzML
Tcell_Cers_SPTLC_KD_RawData_Upload
TKD-D2.mzML
Tcell_Cers_SPTLC_KD_RawData_Upload
TKD-D3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000950
No raw data detected. Ignoring ST000950
Processing  ST000377
No raw data detected. Ignoring ST000377
Processing  ST000218
No raw data detected. Ignoring ST000218
Processing  ST000242
No raw data detected. Ignoring ST000242
Processing  ST000768
No raw data detected. Ignoring ST000768
Processing  ST001670
Initiating REDU-table generation for AN002725
Rest length is 21
raw file key found.
Initiating REDU-table generation for AN002726
Rest length is 21
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw for metabolite
AA 02030 metabo control 001.raw
raw for metabolite
AA 02030 metabo control 002.raw
raw for metabolite
AA 02030 metabo control 003.raw
raw for metabolite
AA 02030 metabo control 004.raw
raw for metabolite
AA 02030 metabo control 005.raw
raw for metabolite
BB 02030 metabo FA 001.raw
raw for metabolite
BB 02030 metabo FA 002.raw
raw for metabolite
BB 02030 metabo FA 003.raw
raw for metabolite
BB 02030 metabo FA 004.raw
raw for metabolite
BB 02030 metabo FA 005.raw
raw for metabolite
DD 02030 metabo reg FA 001.raw
raw for metabolite
DD 02030 metabo reg FA 002.raw
raw for metabolite
DD 02030 metabo reg FA 003.raw
raw for metabolite
DD 02030 metabo reg FA 004.raw
raw for metabolite
DD 02030 metabo reg FA 005.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST000340
No raw data detected. Ignoring ST000340
Processing  ST002063
Initiating REDU-table generation for AN003362
Rest length is 103
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Metabolomics
QC_1_NEG.mzXML
Metabolomics
QC_2_NEG.mzXML
Metabolomics
QC_3_NEG.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST002505
Initiating REDU-table generation for AN004126
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004127
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
workbench
L-KO-1_NEG.mzXML
workbench
L-KO-1_POS.mzXML
workbench
L-KO-2_NEG.mzXML
workbench
L-KO-2_POS.mzXML
workbench
L-KO-3_NEG.mzXML
workbench
L-KO-3_POS.mzXML
workbench
L-KO-4_NEG.mzXML
workbench
L-KO-4_POS.mzXML
workbench
L-KO-5_NEG.mzXML
workbench
L-KO-5_POS.mzXML
workbench
L-WT-1_NEG.mzXML
workbench
L-WT-1_POS.mzXML
workbench
L-WT-2_NEG.mzXML
workbench
L-WT-2_POS.mzXML
workbench
L-WT-3_NEG.mzXML
workbench
L-WT-3_POS.mzXML
workbench
L-WT-4_NEG.mzXML
workbench
L-WT-4_POS.mzXML
workbench
L-WT-5_NEG.mzXML
workbench
L-WT-5_POS.mzXML
workbench
PLC-KO-1_NEG-PLC-KO-1.mzXML
workbench
PLC-KO-1_POS-PLC-KO-1.mzXML
workbench
PLC-KO-2_NEG-PLC-KO-2.mzXML
workbench
PLC-KO-2_POS-PLC-KO-2.mzXML
workbench
PLC-KO-3_NEG-PLC-KO-3.mzXML
workbench
PLC-KO-3_POS-PLC-KO-3.mzXML
workbench
PLC-KO-4_NEG-PLC-KO-4.mzXML
workbench
PLC-KO-4_POS-PLC-KO-4.mzXML
workbench
PLC-KO-5_NEG-PLC-KO-5.mzXML
workbench
PLC-KO-5_POS-PLC-KO-5.mzXML
workbench
PLC-WT-1_NEG-PLC-WT-1.mzXML
workbench
PLC-WT-1_POS-PLC-WT-1.mzXML
workbench
PLC-WT-2_NEG-PLC-WT-2.mzXML
workbench
PLC-WT-2_POS-PLC-WT-2.mzXML
workbench
PLC-WT-3_NEG-PLC-WT-3.mzXML
workbench
PLC-WT-3_POS-PLC-WT-3.mzXML
workbench
PLC-WT-4_NEG-PLC-WT-4.mzXML
workbench
PLC-WT-4_POS-PLC-WT-4.mzXML
workbench
PLC-WT-5_NEG-PLC-WT-5.mzXML
workbench
PLC-WT-5_POS-PLC-WT-5.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST003095
Initiating REDU-table generation for AN005066
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
FMT-TMAO-raw
Wangyaru-P220801156.mzML
FMT-TMAO-raw
Wangyaru-P220801157.mzML
FMT-TMAO-raw
Wangyaru-P220801158.mzML
FMT-TMAO-raw
Wangyaru-P220801159.mzML
FMT-TMAO-raw
Wangyaru-P220801160.mzML
FMT-TMAO-raw
Wangyaru-P220801161.mzML
FMT-TMAO-raw
Wangyaru-P220801162.mzML
FMT-TMAO-raw
Wangyaru-P220801163.mzML
FMT-TMAO-raw
Wangyaru-P220801164.mzML
FMT-TMAO-raw
Wangyaru-P220801165.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST002219
No raw data detected. Ignoring ST002219
Processing  ST002095
No raw data detected. Ignoring ST002095
Processing  ST000849
No raw data detected. Ignoring ST000849
Processing  ST002787
Initiating REDU-table generation for AN004534
Rest length is 102
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/102 [00:00<?, ?it/s]

Mapping potential matches:   7%|▋         | 7/102 [00:00<00:01, 62.16it/s]

Mapping potential matches:  14%|█▎        | 14/102 [00:00<00:01, 62.25it/s]

Mapping potential matches:  21%|██        | 21/102 [00:00<00:01, 62.37it/s]

Mapping potential matches:  27%|██▋       | 28/102 [00:00<00:01, 62.10it/s]

Mapping potential matches:  34%|███▍      | 35/102 [00:00<00:01, 61.92it/s]

Mapping potential matches:  41%|████      | 42/102 [00:00<00:00, 61.57it/s]

Mapping potential matches:  48%|████▊     | 49/102 [00:00<00:00, 61.52it/s]

Mapping potential matches:  55%|█████▍    | 56/102 [00:00<00:00, 61.36it/s]

Mapping potential matches:  62%|██████▏   | 63/102 [00:01<00:00, 61.36it/s]

Mapping potential matches:  69%|██████▊   | 70/102 [00:01<00:00, 61.40it/s]

Mapping potential matches:  75%|███████▌  | 77/102 [00:01<00:00, 61.02it/s]

Mapping potential matches:  82%|████████▏ | 84/102 [00:01<00:00, 61.42it/s]

Mapping potential matches:  89%|████████▉ | 91/102 [00:01<00:00, 61.80it/s]

Mapping potential matches:  96%|█████████▌| 98/102 [00:01<00:00, 62.14it/s]
Mapping potential matches: 100%|██████████| 102/102 [00:01<00:00, 61.79it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004535
Rest length is 102
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/102 [00:00<?, ?it/s]

Mapping potential matches:   7%|▋         | 7/102 [00:00<00:01, 62.40it/s]

Mapping potential matches:  14%|█▎        | 14/102 [00:00<00:01, 62.24it/s]

Mapping potential matches:  21%|██        | 21/102 [00:00<00:01, 62.41it/s]

Mapping potential matches:  27%|██▋       | 28/102 [00:00<00:01, 61.78it/s]

Mapping potential matches:  34%|███▍      | 35/102 [00:00<00:01, 61.88it/s]

Mapping potential matches:  41%|████      | 42/102 [00:00<00:00, 62.26it/s]

Mapping potential matches:  48%|████▊     | 49/102 [00:00<00:00, 62.45it/s]

Mapping potential matches:  55%|█████▍    | 56/102 [00:00<00:00, 62.83it/s]

Mapping potential matches:  62%|██████▏   | 63/102 [00:01<00:00, 62.95it/s]

Mapping potential matches:  69%|██████▊   | 70/102 [00:01<00:00, 63.02it/s]

Mapping potential matches:  75%|███████▌  | 77/102 [00:01<00:00, 62.97it/s]

Mapping potential matches:  82%|████████▏ | 84/102 [00:01<00:00, 62.94it/s]

Mapping potential matches:  89%|████████▉ | 91/102 [00:01<00:00, 62.82it/s]

Mapping potential matches:  96%|█████████▌| 98/102 [00:01<00:00, 62.68it/s]
Mapping potential matches: 100%|██████████| 102/102 [00:01<00:00, 62.62it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 84%|████████▍ | 2658/3150 [3:17:32<06:47,  1.21it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
My data
Hilic
CRA001_Hilc.mzML
My data
Hilic
CRA002_Hilc.mzML
My data
Hilic
CRA003_Hilc.mzML
My data
Hilic
CRA004_Hilc.mzML
My data
Hilic
CRA005_Hilc.mzML
My data
Hilic
CRA006_Hilc.mzML
My data
Hilic
CRA007_Hilc.mzML
My data
Hilic
CRA008_Hilc.mzML
My data
Hilic
CRA009_Hilc.mzML
My data
Hilic
CRA010_Hilc.mzML
My data
Hilic
CRA011_Hilc.mzML
My data
Hilic
CRA012_Hilc.mzML
My data
Hilic
CRA013_Hilc.mzML
My data
Hilic
CRA014_Hilc.mzML
My data
Hilic
CRA015_Hilc.mzML
My data
Hilic
CRA016_Hilc.mzML
My data
Hilic
CRA017_Hilc.mzML
My data
Hilic
CRA018_Hilc.mzML
My data
Hilic
CRA019_Hilc.mzML
My data
Hilic
CRA020_Hilc.mzML
My data
Hilic
CRA021_Hilc.mzML
My data
Hilic
CRA022_Hilc.mzML
My data
Hilic
CRA023_Hilc.mzML
My data
Hilic
CRA024_Hilc.mzML
My data
Hilic
CRA025_Hilc.mzML
My data
Hilic
CRA026_Hilc.mzML
My data
Hilic
CRA027_Hilc.mzML
My data
Hilic
CRA028_Hilc.mzML
My data
Hilic
CRA029_Hilc.mzML
My data
Hilic
CRA030_Hilc.mzML
My data
Hilic
CRA031_Hilc.mzML
My data
Hilic
CRA032_Hilc.mzML
My data
Hilic
CRA033_Hilc.mzML
My data
Hilic
CRA034_Hilc.mzML
My data
Hilic
CRA035_Hilc.mzML
My data
Hilic
CRA036_Hilc.mzML
My data
Hilic
CRA037_Hilc.mzML
My data
Hilic
CRC001_Hilc.mzML
My data
Hilic
CRC002_Hilc.mzML
My data
Hilic
CRC003_Hilc.mzML
My data
Hilic
CRC004_Hilc.mzML
My data
Hilic
CRC005_Hilc.mzML
My data
Hilic
CRC006_Hilc.mzML
My data
Hilic
CRC007_Hilc.mzML
My data
Hilic
CRC008_Hilc.mzML
My data
Hilic
CRC009_Hilc.mzML
My data
Hilic
CRC010_Hilc.mzML
My data
Hilic
CRC011_Hilc.mzML
My data
Hilic
CRC012_Hilc.mzML
My data
Hilic
CRC013_Hilc.mzML
My data
Hilic
CRC014_Hilc.mzML
My data
Hilic
CRC015_Hilc.mzML
My data
Hilic
CRC016_Hilc.mzML
My data
Hilic
CRC017_Hilc.mzML
My data
Hilic
CRC018_Hilc.mzML
My data
Hilic
CRC019_Hilc.mzML
My data
Hilic
CRC020_Hilc.mzML
My data
Hilic
CRC021_Hilc.mzML
My data
Hilic
CRC022_Hilc.mzML
My data
Hilic
CRC023_Hilc.mzML
My data
Hilic
CRC024_Hilc.mzML
My data
Hilic
CRC025_Hilc.mzML
My data
Hilic
CRC026_Hilc.mzML
My data
Hilic
CRC027_Hilc.mzML
My data
Hilic
CRC028_Hilc.mzML
My data
Hilic
CRC029_Hilc.mzML
My data
Hilic
CRC030_Hilc.mzML
My data
Hilic
CRC031_Hilc.mzML
My data
Hilic
CRC032_Hilc.mzML
My data
Hilic
CRC033_Hilc.mzML
My data
Hilic
CRC034_Hilc.mzML
My data
Hilic
CRC035_Hilc.mzML
My data
Hilic
HC001_Hilc.mzML
My data
Hilic
HC002_Hilc.mzML
My data
Hilic
HC003_Hilc.mzML
My data
Hilic
HC004_Hilc.mzML
My data
Hilic
HC005_Hilc.mzML
My data
Hilic
HC006_Hilc.mzML
My data
Hilic
HC007_Hilc.mzML
My data
Hilic
HC008_Hilc.mzML
My data
Hilic
HC009_Hilc.mzML
My data
Hilic
HC010_Hilc.mzML
My data
Hilic
HC011_Hilc.mzML
My data
Hilic
HC012_Hilc.mzML
My data
Hilic
HC013_Hilc.mzML
My data
Hilic
HC014_Hilc.mzML
My data
Hilic
HC015_Hilc.mzML
My data
Hilic
HC016_Hilc.mzML
My data
Hilic
HC017_Hilc.mzML
My data
Hilic
HC018_Hilc.mzML
My data
Hilic
HC019_Hilc.mzML
My data
Hilic
HC020_Hilc.mzML
My data
Hilic
HC021_Hilc.mzML
My data
Hilic
HC022_Hilc.mzML
My data
Hilic
HC023_Hilc.mzML
My data
Hilic
HC024_Hilc.mzML
My data
Hilic
HC025_Hilc.mzML
My data
Hilic
HC026_Hilc.mzML
My data
Hilic
HC027_Hilc.mzML
My data
Hilic
HC028_Hilc.mzML
My data
Hilic
HC029_Hilc.mzML
My data
Hilic
HC030_Hilc.mzML
My data
N
CRA001_N.mzML
My data
N
CRA002_N.mzML
My data
N
CRA003_N.mzML
My data
N
CRA004_N.mzML
My data
N
CRA005_N.mzML
My data
N
CRA006_N.mzML
My data
N
CRA007_N.mzML
My data
N
CRA008_N.mzML
My data
N
CRA009_N.mzML
My data
N
CRA010_N.mzML
My data
N
CRA011_N.mzML
My data
N
CRA012_N.mzML
My data
N
CRA013_N.mzML
My data
N
CRA014_N.mzML
My data
N
CRA015_N.mzML
My data
N
CRA016_N.mzML
My data
N
CRA017_N.mzML
My data
N
CRA018_N.mzML
My data
N
CRA019_N.mzML
My data
N
CRA020_N.mzML
My data
N
CRA021_N.mzML
My data
N
CRA022_N.mzML
My data
N
CRA023_N.mzML
My data
N
CRA024_N.mzML
My data
N
CRA025_N.mzML
My data
N
CRA026_N.mzML
My data
N
CRA027_N.mzML
My data
N
CRA028_N.mzML
My data
N
CRA029_N.mzML
My data
N
CRA030_N.mzML
My data
N
CRA031_N.mzML
My data
N
CRA032_N.mzML
My data
N
CRA033_N.mzML
My data
N
CRA034_N.mzML
My data
N
CRA035_N.mzML
My data
N
CRA036_N.mzML
My data
N
CRA037_N.mzML
My data
N
CRC001_N.mzML
My data
N
CRC002_N.mzML
My data
N
CRC003_N.mzML
My data
N
CRC004_N.mzML
My data
N
CRC005_N.mzML
My data
N
CRC006_N.mzML
My data
N
CRC007_N.mzML
My data
N
CRC008_N.mzML
My data
N
CRC009_N.mzML
My data
N
CRC010_N.mzML
My data
N
CRC011_N.mzML
My data
N
CRC012_N.mzML
My data
N
CRC013_N.mzML
My data
N
CRC014_N.mzML
My data
N
CRC015_N.mzML
My data
N
CRC016_N.mzML
My data
N
CRC017_N.mzML
My data
N
CRC018_N.mzML
My data
N
CRC019_N.mzML
My data
N
CRC020_N.mzML
My data
N
CRC021_N.mzML
My data
N
CRC022_N.mzML
My data
N
CRC023_N.mzML
My data
N
CRC024_N.mzML
My data
N
CRC025_N.mzML
My data
N
CRC026_N.mzML
My data
N
CRC027_N.mzML
My data
N
CRC028_N.mzML
My data
N
CRC029_N.mzML
My data
N
CRC030_N.mzML
My data
N
CRC031_N.mzML
My data
N
CRC032_N.mzML
My data
N
CRC033_N.mzML
My data
N
CRC034_N.mzML
My data
N
CRC035_N.mzML
My data
N
HC001_N.mzML
My data
N
HC002_N.mzML
My data
N
HC003_N.mzML
My data
N
HC004_N.mzML
My data
N
HC005_N.mzML
My data
N
HC006_N.mzML
My data
N
HC007_N.mzML
My data
N
HC008_N.mzML
My data
N
HC009_N.mzML
My data
N
HC010_N.mzML
My data
N
HC011_N.mzML
My data
N
HC012_N.mzML
My data
N
HC013_N.mzML
My data
N
HC014_N.mzML
My data
N
HC015_N.mzML
My data
N
HC016_N.mzML
My data
N
HC017_N.mzML
My data
N
HC018_N.mzML
My data
N
HC019_N.mzML
My data
N
HC020_N.mzML
My data
N
HC021_N.mzML
My data
N
HC022_N.mzML
My data
N
HC023_N.mzML
My data
N
HC024_N.mzML
My data
N
HC025_N.mzML
My data
N
HC026_N.mzML
My data
N
HC027_N.mzML
My data
N
HC028_N.mzML
My data
N
HC029_N.mzML
My data
N
HC030_N.mzML
My data
P
CRA001_P.mzML
My data
P
CRA002_P.mzML
My data
P
CRA003_P.mzML
My data
P
CRA004_P.mzML
My data
P
CRA005_P.mzML
My data
P
CRA006_P.mzML
My data
P
CRA007_P.mzML
My data
P
CRA008_P.mzML
My data
P
CRA009_P.mzML
My data
P
CRA010_P.mzML
My data
P
CRA011_P.mzML
My data
P
CRA012_P.mzML
My data
P
CRA013_P.mzML
My data
P
CRA014_P.mzML
My data
P
CRA015_P.mzML
My data
P
CRA016_P.mzML
My data
P
CRA017_P.mzML
My data
P
CRA018_P.mzML
My data
P
CRA019_P.mzML
My data
P
CRA020_P.mzML
My data
P
CRA021_P.mzML
My data
P
CRA022_P.mzML
My data
P
CRA023_P.mzML
My data
P
CRA024_P.mzML
My data
P
CRA025_P.mzML
My data
P
CRA026_P.mzML
My data
P
CRA027_P.mzML
My data
P
CRA028_P.mzML
My data
P
CRA029_P.mzML
My data
P
CRA030_P.mzML
My data
P
CRA031_P.mzML
My data
P
CRA032_P.mzML
My data
P
CRA033_P.mzML
My data
P
CRA034_P.mzML
My data
P
CRA035_P.mzML
My data
P
CRA036_P.mzML
My data
P
CRA037_P.mzML
My data
P
CRC001_P.mzML
My data
P
CRC002_P.mzML
My data
P
CRC003_P.mzML
My data
P
CRC004_P.mzML
My data
P
CRC005_P.mzML
My data
P
CRC006_P.mzML
My data
P
CRC007_P.mzML
My data
P
CRC008_P.mzML
My data
P
CRC009_P.mzML
My data
P
CRC010_P.mzML
My data
P
CRC011_P.mzML
My data
P
CRC012_P.mzML
My data
P
CRC013_P.mzML
My data
P
CRC014_P.mzML
My data
P
CRC015_P.mzML
My data
P
CRC016_P.mzML
My data
P
CRC017_P.mzML
My data
P
CRC018_P.mzML
My data
P
CRC019_P.mzML
My data
P
CRC020_P.mzML
My data
P
CRC021_P.mzML
My data
P
CRC022_P.mzML
My data
P
CRC023_P.mzML
My data
P
CRC024_P.mzML
My data
P
CRC025_P.mzML
My data
P
CRC026_P.mzML
My data
P
CRC027_P.mzML
My data
P
CRC028_P.mzML
My data
P
CRC029_P.mzML
My data
P
CRC030_P.mzML
My data
P
CRC031_P.mzML
My data
P
CRC032_P.mzML
My data
P
CRC033_P.mzML
My data
P
CRC034_P.mzML
My data
P
CRC035_P.mzML
My data
P
HC001_P.mzML
My data
P
HC002_P.mzML
My data
P
HC003_P.mzML
My data
P
HC004_P.mzML
My data
P
HC005_P.mzML
My data
P
HC006_P.mzML
My data
P
HC007_P.mzML
My data
P
HC008_P.mzML
My data
P
HC009_P.mzML
My data
P
HC010_P.mzML
My data
P
HC011_P.mzML
My data
P
HC012_P.mzML
My data
P
HC013_P.mzML
My data
P
HC014_P.mzML
My data
P
HC015_P.mzML
My data
P
HC016_P.mzML
My data
P
HC017_P.mzML
My data
P
HC018_P.mzML
My data
P
HC019_P.mzML
My data
P
HC020_P.mzML
My data
P
HC021_P.mzML
My data
P
HC022_P.mzML
My data
P
HC023_P.mzML
My data
P
HC024_P.mzML
My data
P
HC025_P.mzML
My data
P
HC026_P.mzML
My data
P
HC027_P.mzML
My data
P
HC028_P.mzML
My data
P
HC029_P.mzML
My data
P
HC030_P.mzML
My data
T3
CRA001_T3.mzML
My data
 84%|████████▍ | 2659/3150 [3:17:34<24:58,  3.05s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▍ | 2662/3150 [3:17:36<17:06,  2.10s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▍ | 2664/3150 [3:17:39<15:08,  1.87s/it]
T3
CRA002_T3.mzML
My data
T3
CRA003_T3.mzML
My data
T3
CRA004_T3.mzML
My data
T3
CRA005_T3.mzML
My data
T3
CRA006_T3.mzML
My data
T3
CRA007_T3.mzML
My data
T3
CRA008_T3.mzML
My data
T3
CRA009_T3.mzML
My data
T3
CRA010_T3.mzML
My data
T3
CRA011_T3.mzML
My data
T3
CRA012_T3.mzML
My data
T3
CRA013_T3.mzML
My data
T3
CRA014_T3.mzML
My data
T3
CRA015_T3.mzML
My data
T3
CRA016_T3.mzML
My data
T3
CRA017_T3.mzML
My data
T3
CRA018_T3.mzML
My data
T3
CRA019_T3.mzML
My data
T3
CRA020_T3.mzML
My data
T3
CRA021_T3.mzML
My data
T3
CRA022_T3.mzML
My data
T3
CRA023_T3.mzML
My data
T3
CRA024_T3.mzML
My data
T3
CRA025_T3.mzML
My data
T3
CRA026_T3.mzML
My data
T3
CRA027_T3.mzML
My data
T3
CRA028_T3.mzML
My data
T3
CRA029_T3.mzML
My data
T3
CRA030_T3.mzML
My data
T3
CRA031_T3.mzML
My data
T3
CRA032_T3.mzML
My data
T3
CRA033_T3.mzML
My data
T3
CRA034_T3.mzML
My data
T3
CRA035_T3.mzML
My data
T3
CRA036_T3.mzML
My data
T3
CRA037_T3.mzML
My data
T3
CRC001_T3.mzML
My data
T3
CRC002_T3.mzML
My data
T3
CRC003_T3.mzML
My data
T3
CRC004_T3.mzML
My data
T3
CRC005_T3.mzML
My data
T3
CRC006_T3.mzML
My data
T3
CRC007_T3.mzML
My data
T3
CRC008_T3.mzML
My data
T3
CRC009_T3.mzML
My data
T3
CRC010_T3.mzML
My data
T3
CRC011_T3.mzML
My data
T3
CRC012_T3.mzML
My data
T3
CRC013_T3.mzML
My data
T3
CRC014_T3.mzML
My data
T3
CRC015_T3.mzML
My data
T3
CRC016_T3.mzML
My data
T3
CRC017_T3.mzML
My data
T3
CRC018_T3.mzML
My data
T3
CRC019_T3.mzML
My data
T3
CRC020_T3.mzML
My data
T3
CRC021_T3.mzML
My data
T3
CRC022_T3.mzML
My data
T3
CRC023_T3.mzML
My data
T3
CRC024_T3.mzML
My data
T3
CRC025_T3.mzML
My data
T3
CRC026_T3.mzML
My data
T3
CRC027_T3.mzML
My data
T3
CRC028_T3.mzML
My data
T3
CRC029_T3.mzML
My data
T3
CRC030_T3.mzML
My data
T3
CRC031_T3.mzML
My data
T3
CRC032_T3.mzML
My data
T3
CRC033_T3.mzML
My data
T3
CRC034_T3.mzML
My data
T3
CRC035_T3.mzML
My data
T3
HC001_T3.mzML
My data
T3
HC002_T3.mzML
My data
T3
HC003_T3.mzML
My data
T3
HC004_T3.mzML
My data
T3
HC005_T3.mzML
My data
T3
HC006_T3.mzML
My data
T3
HC007_T3.mzML
My data
T3
HC008_T3.mzML
My data
T3
HC009_T3.mzML
My data
T3
HC010_T3.mzML
My data
T3
HC011_T3.mzML
My data
T3
HC012_T3.mzML
My data
T3
HC013_T3.mzML
My data
T3
HC014_T3.mzML
My data
T3
HC015_T3.mzML
My data
T3
HC016_T3.mzML
My data
T3
HC017_T3.mzML
My data
T3
HC018_T3.mzML
My data
T3
HC019_T3.mzML
My data
T3
HC020_T3.mzML
My data
T3
HC021_T3.mzML
My data
T3
HC022_T3.mzML
My data
T3
HC023_T3.mzML
My data
T3
HC024_T3.mzML
My data
T3
HC025_T3.mzML
My data
T3
HC026_T3.mzML
My data
T3
HC027_T3.mzML
My data
T3
HC028_T3.mzML
My data
T3
HC029_T3.mzML
My data
T3
HC030_T3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 408 rows!
Extracted information for 408 samples.
Processing  ST000732
No raw data detected. Ignoring ST000732
Processing  ST000380
No raw data detected. Ignoring ST000380
Processing  ST001373
Initiating REDU-table generation for AN002293
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Files after renaming
NEG_Sirt2KO1.raw
Files after renaming
NEG_Sirt2KO2.raw
Files after renaming
NEG_Sirt2KO3.raw
Files after renaming
NEG_Sirt2KO4.raw
Files after renaming
NEG_WT1.raw
Files after renaming
NEG_WT2.raw
Files after renaming
NEG_WT3.raw
Files after renaming
NEG_WT4.raw
Files after renaming
NEG_WT5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST000461
No raw data detected. Ignoring ST000461
Processing  ST001803
Initiating REDU-table generation for AN002925
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
thyroid
ExStd5.mzXML
thyroid
IsoOctane.1.mzXML
thyroid
NIST1957_1.mzXML
thyroid
NIST1957_2.mzXML
thyroid
NIST1958_1.mzXML
thyroid
NIST1958_2.mzXML
thyroid
Qstd_1_1.mzXML
thyroid
Qstd_1_2.mzXML
thyroid
Qstd_2_1.mzXML
thyroid
Qstd_2_2.mzXML
thyroid
T1_1.mzXML
thyroid
T1_2.mzXML
thyroid
T2_1.mzXML
thyroid
T2_2.mzXML
thyroid
T3_1.mzXML
thyroid
T3_2.mzXML
thyroid
T4_1.mzXML
thyroid
T4_2.mzXML
thyroid
T5_1.mzXML
thyroid
T5_2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST001182
No raw data detected. Ignoring ST001182
Processing  ST001181
Initiating REDU-table generation for AN001959
Rest length is 397
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/42 [00:00<?, ?it/s]

Mapping potential matches:   7%|▋         | 3/42 [00:00<00:01, 21.30it/s]

Mapping potential matches:  14%|█▍        | 6/42 [00:00<00:01, 21.44it/s]

Mapping potential matches:  21%|██▏       | 9/42 [00:00<00:01, 21.48it/s]

Mapping potential matches:  29%|██▊       | 12/42 [00:00<00:01, 21.67it/s]

Mapping potential matches:  36%|███▌      | 15/42 [00:00<00:01, 21.68it/s]

Mapping potential matches:  43%|████▎     | 18/42 [00:00<00:01, 21.67it/s]

Mapping potential matches:  50%|█████     | 21/42 [00:00<00:00, 21.57it/s]

Mapping potential matches:  57%|█████▋    | 24/42 [00:01<00:00, 21.60it/s]

Mapping potential matches:  64%|██████▍   | 27/42 [00:01<00:00, 21.58it/s]

Mapping potential matches:  71%|███████▏  | 30/42 [00:01<00:00, 21.58it/s]

Mapping potential matches:  79%|███████▊  | 33/42 [00:01<00:00, 21.62it/s]

Mapping potential matches:  86%|████████▌ | 36/42 [00:01<00:00, 21.61it/s]

Mapping potential matches:  93%|█████████▎| 39/42 [00:01<00:00, 21.57it/s]

Mapping potential matches: 100%|██████████| 42/42 [00:01<00:00, 21.51it/s]
Mapping potential matches: 100%|██████████| 42/42 [00:01<00:00, 21.57it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
VT_140310_013.raw
VT_140310_015.raw
VT_140310_017.raw
VT_140310_019.raw
VT_140310_021.raw
VT_140310_023.raw
VT_140310_025.raw
VT_140310_027.raw
VT_140310_029.raw
VT_140310_031.raw
VT_140310_033.raw
VT_140310_035.raw
VT_140310_037.raw
VT_140310_039.raw
VT_140310_041.raw
VT_140310_043.raw
VT_140310_045.raw
VT_140310_047.raw
VT_140310_049.raw
VT_140310_051.raw
VT_140310_053.raw
VT_140310_061.raw
VT_140310_063.raw
VT_140310_065.raw
VT_140310_067.raw
VT_140310_069.raw
VT_140310_071.raw
VT_140310_073.raw
VT_140310_075.raw
VT_140310_077.raw
VT_140310_079.raw
VT_140310_081.raw
VT_140310_083.raw
VT_140310_085.raw
VT_140310_087.raw
VT_140310_089.raw
VT_140310_097.raw
VT_140310_099.raw
VT_140310_101.raw
VT_140310_103.raw
VT_140310_105.raw
VT_140310_107.raw
VT_140310_109.raw
VT_140310_111.raw
VT_140310_113.raw
VT_140310_115.raw
VT_140310_117.raw
VT_140310_119.raw
VT_140310_127.raw
VT_140310_129.raw
VT_140310_131.raw
VT_140311_013.raw
VT_140311_015.raw
VT_140311_017.raw
VT_140311_019.raw
VT_140311_021.raw
VT_140311_023.raw
VT_140311_025.raw
VT_140311_027.raw
VT_140311_029.raw
VT_140311_037.raw
VT_140311_039.raw
VT_140311_041.raw
VT_140311_049.raw
VT_140311_051.raw
VT_140311_053.raw
VT_140311_061.raw
VT_140311_063.raw
VT_140311_065.raw
VT_140311_067.raw
VT_140311_069.raw
VT_140311_071.raw
VT_140311_073.raw
VT_140311_075.raw
VT_140311_077.raw
VT_140311_085.raw
VT_140311_087.raw
VT_140311_089.raw
VT_140311_091.raw
VT_140311_093.raw
VT_140311_095.raw
VT_140311_103.raw
VT_140311_105.raw
VT_140311_107.raw
VT_140311_109.raw
VT_140311_111.raw
VT_140311_113.raw
VT_140311_115.raw
VT_140311_117.raw
VT_140311_119.raw
VT_140313_007.raw
VT_140313_013.raw
VT_140313_015.raw
VT_140313_017.raw
VT_140313_025.raw
VT_140313_027.raw
VT_140313_029.raw
VT_140313_031.raw
VT_140313_035.raw
VT_140313_037.raw
VT_140313_039.raw
VT_140313_041.raw
VT_140313_043.raw
VT_140313_045.raw
VT_140313_047.raw
VT_140313_049.raw
VT_140313_051.raw
VT_140313_053.raw
VT_140313_055.raw
VT_140313_057.raw
VT_140313_059.raw
VT_140313_061.raw
VT_140313_063.raw
VT_140313_065.raw
VT_140313_067.raw
VT_140313_069.raw
VT_140313_071.raw
VT_140313_079.raw
VT_140313_081.raw
VT_140313_083.raw
VT_140313_085.raw
VT_140313_087.raw
VT_140313_089.raw
VT_140313_091.raw
VT_140313_093.raw
VT_140313_095.raw
VT_140313_103.raw
VT_140313_105.raw
VT_140313_107.raw
VT_140313_109.raw
VT_140313_111.raw
VT_140313_113.raw
VT_140313_115.raw
VT_140313_117.raw
VT_140313_119.raw
VT_140313_121.raw
VT_140313_123.raw
VT_140313_125.raw
VT_140314_007.raw
VT_140314_009.raw
VT_140314_011.raw
VT_140314_013.raw
VT_140314_015.raw
VT_140314_017.raw
VT_140314_019.raw
VT_140314_021.raw
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VT_140314_025.raw
VT_140314_027.raw
VT_140314_029.raw
VT_140314_031.raw
VT_140314_033.raw
VT_140314_035.raw
VT_140314_037.raw
VT_140314_039.raw
VT_140314_041.raw
VT_140314_043.raw
VT_140314_045.raw
VT_140314_047.raw
VT_140314_049.raw
VT_140314_051.raw
VT_140314_053.raw
VT_140314_055.raw
VT_140314_057.raw
VT_140314_059.raw
VT_140314_061.raw
VT_140314_063.raw
VT_140314_065.raw
VT_140314_067.raw
VT_140314_069.raw
VT_140314_071.raw
VT_140314_073.raw
VT_140314_075.raw
VT_140314_077.raw
VT_140314_079.raw
VT_140314_081.raw
VT_140314_083.raw
VT_140314_085.raw
VT_140314_087.raw
VT_140314_089.raw
VT_140314_091.raw
VT_140314_093.raw
VT_140314_095.raw
VT_140314_097.raw
VT_140314_099.raw
VT_140314_101.raw
VT_140314_103.raw
VT_140314_105.raw
VT_140314_107.raw
VT_140314_109.raw
VT_140314_111.raw
VT_140314_113.raw
VT_140314_115.raw
VT_140314_117.raw
VT_140314_119.raw
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VT_140314_123.raw
VT_140314_125.raw
VT_140315_007.raw
VT_140315_009.raw
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VT_140315_015.raw
VT_140315_017.raw
VT_140315_025.raw
VT_140315_027.raw
VT_140315_029.raw
VT_140315_031.raw
VT_140315_033.raw
VT_140315_035.raw
VT_140315_037.raw
VT_140315_039.raw
VT_140315_041.raw
VT_140315_049.raw
VT_140315_051.raw
VT_140315_053.raw
VT_140315_055.raw
VT_140315_057.raw
VT_140315_059.raw
VT_140315_061.raw
VT_140315_063.raw
VT_140315_065.raw
VT_140315_067.raw
VT_140315_069.raw
VT_140315_071.raw
VT_140315_073.raw
VT_140315_075.raw
VT_140315_077.raw
VT_140315_079.raw
VT_140315_081.raw
VT_140315_083.raw
VT_140315_085.raw
VT_140315_087.raw
VT_140315_089.raw
VT_140315_097.raw
VT_140315_099.raw
VT_140315_101.raw
VT_140315_103.raw
VT_140315_105.raw
VT_140315_107.raw
VT_140315_115.raw
VT_140315_117.raw
VT_140315_119.raw
VT_140315_121.raw
VT_140315_123.raw
VT_140315_125.raw
VT_140317_013.raw
VT_140317_015.raw
VT_140317_017.raw
VT_140317_019.raw
VT_140317_021.raw
VT_140317_023.raw
VT_140317_031.raw
VT_140317_033.raw
VT_140317_035.raw
VT_140317_049.raw
VT_140317_051.raw
VT_140317_053.raw
VT_140317_061.raw
VT_140317_063.raw
VT_140317_065.raw
VT_140317_085.raw
VT_140317_087.raw
VT_140317_089.raw
VT_140317_091.raw
VT_140317_093.raw
VT_140317_095.raw
VT_140317_097.raw
VT_140317_099.raw
VT_140317_101.raw
VT_140317_103.raw
VT_140317_105.raw
VT_140317_107.raw
VT_140317_109.raw
VT_140317_111.raw
VT_140317_113.raw
VT_140317_121.raw
VT_140317_123.raw
VT_140317_125.raw
VT_140318_007.raw
VT_140318_009.raw
VT_140318_011.raw
VT_140318_013.raw
VT_140318_015.raw
VT_140318_017.raw
VT_140318_019.raw
VT_140318_021.raw
VT_140318_023.raw
VT_140318_025.raw
VT_140318_027.raw
VT_140318_029.raw
VT_140318_031.raw
VT_140318_033.raw
VT_140318_035.raw
VT_140318_049.raw
VT_140318_051.raw
VT_140318_053.raw
VT_140318_055.raw
VT_140318_057.raw
VT_140318_059.raw
VT_140318_061.raw
VT_140318_063.raw
VT_140318_065.raw
VT_140318_067.raw
VT_140318_069.raw
VT_140318_071.raw
VT_140318_073.raw
VT_140318_075.raw
VT_140318_077.raw
VT_140318_085.raw
VT_140318_087.raw
VT_140318_089.raw
VT_140318_097.raw
VT_140318_099.raw
VT_140318_101.raw
VT_140318_103.raw
VT_140318_105.raw
VT_140318_107.raw
VT_140318_109.raw
VT_140318_111.raw
VT_140318_113.raw
VT_140318_115.raw
VT_140318_117.raw
VT_140318_119.raw
VT_140318_121.raw
VT_140318_123.raw
VT_140318_125.raw
VT_140319_007.raw
VT_140319_009.raw
VT_140319_011.raw
VT_140319_013.raw
VT_140319_015.raw
VT_140319_017.raw
VT_140319_019.raw
VT_140319_021.raw
VT_140319_023.raw
VT_140319_025.raw
VT_140319_027.raw
VT_140319_029.raw
VT_140319_031.raw
VT_140319_033.raw
VT_140319_035.raw
VT_140319_037.raw
VT_140319_039.raw
VT_140319_041.raw
VT_140319_043.raw
VT_140319_045.raw
VT_140319_047.raw
VT_140319_049.raw
VT_140319_051.raw
VT_140319_053.raw
VT_140319_067.raw
VT_140319_069.raw
VT_140319_071.raw
VT_140319_073.raw
VT_140319_075.raw
VT_140319_077.raw
VT_140319_079.raw
VT_140319_081.raw
VT_140319_083.raw
VT_140319_085.raw
VT_140319_087.raw
VT_140319_089.raw
VT_140319_091.raw
VT_140319_093.raw
VT_140319_095.raw
VT_140319_097.raw
VT_140319_099.raw
VT_140319_101.raw
VT_140319_103.raw
VT_140319_105.raw
VT_140319_107.raw
VT_140319_109.raw
VT_140319_111.raw
VT_140319_113.raw
VT_140319_115.raw
VT_140319_117.raw
VT_140319_119.raw
VT_140319_121.raw
VT_140319_123.raw
VT_140319_125.raw
VT_140320_007.raw
VT_140320_009.raw
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/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▍ | 2666/3150 [3:17:52<26:12,  3.25s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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VT_140405_091.raw
VT_140405_093.raw
VT_140405_095.raw
VT_140405_097.raw
VT_140405_099.raw
VT_140405_101.raw
VT_140405_103.raw
VT_140405_105.raw
VT_140405_107.raw
VT_140405_109.raw
VT_140405_111.raw
VT_140405_113.raw
VT_140405_115.raw
VT_140405_117.raw
VT_140405_119.raw
VT_140405_121.raw
VT_140405_123.raw
VT_140405_125.raw
VT_140406_007.raw
VT_140406_009.raw
VT_140406_011.raw
VT_140406_013.raw
VT_140406_015.raw
VT_140406_017.raw
VT_140406_019.raw
VT_140406_021.raw
VT_140406_023.raw
VT_140406_025.raw
VT_140406_027.raw
VT_140406_029.raw
VT_140406_031.raw
VT_140406_033.raw
VT_140406_035.raw
VT_140406_037.raw
VT_140406_039.raw
VT_140406_041.raw
VT_140406_055.raw
VT_140406_057.raw
VT_140406_059.raw
VT_140406_061.raw
VT_140406_063.raw
VT_140406_065.raw
VT_140406_067.raw
VT_140406_069.raw
VT_140406_071.raw
VT_140406_073.raw
VT_140406_075.raw
VT_140406_077.raw
VT_140406_079.raw
VT_140406_081.raw
VT_140406_083.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1191 rows!
Extracted information for 1191 samples.
Processing  ST003492
No raw data detected. Ignoring ST003492
Processing  ST001190
No raw data detected. Ignoring ST001190
Processing  ST003558
Initiating REDU-table generation for AN005849
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DLYS1_R1.mzXML
DLYS1_R2.mzXML
DLYS1_R3.mzXML
DLYS2_R1.mzXML
DLYS2_R2.mzXML
DLYS2_R3.mzXML
LALA1_R1.mzXML
LALA1_R2.mzXML
LALA1_R3.mzXML
LALA2_R1.mzXML
LALA2_R2.mzXML
LALA2_R3.mzXML
LARG1_R1.mzXML
LARG1_R2.mzXML
LARG1_R3.mzXML
LARG2_R1.mzXML
LARG2_R2.mzXML
LARG2_R3.mzXML
LLEU1_R1.mzXML
LLEU1_R2.mzXML
LLEU1_R3.mzXML
LLEU2_R1.mzXML
LLEU2_R2.mzXML
LLEU2_R3.mzXML
LLYS1_R1.mzXML
LLYS1_R2.mzXML
LLYS1_R3.mzXML
LLYS2_R1.mzXML
LLYS2_R2.mzXML
LLYS2_R3.mzXML
LORN1_R1.mzXML
LORN1_R2.mzXML
LORN1_R3.mzXML
LORN2_R1.mzXML
LORN2_R2.mzXML
LORN2_R3.mzXML
NEMNMA1_R1.mzXML
NEMNMA1_R2.mzXML
NEMNMA1_R3.mzXML
NEMNMA2_R1.mzXML
NEMNMA2_R2.mzXML
NEMNMA2_R3.mzXML
NEMPBS1_R1.mzXML
NEMPBS1_R2.mzXML
NEMPBS1_R3.mzXML
NEMPBS2_R1.mzXML
NEMPBS2_R2.mzXML
NEMPBS2_R3.mzXML
NMA1_R1.mzXML
NMA1_R2.mzXML
NMA1_R3.mzXML
NMA2_R1.mzXML
NMA2_R2.mzXML
NMA2_R3.mzXML
PBS1_R1.mzXML
PBS1_R2.mzXML
PBS1_R3.mzXML
PBS2_R1.mzXML
PBS2_R2.mzXML
PBS2_R3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST001088
Initiating REDU-table generation for AN001773
Rest length is 60
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/60 [00:00<?, ?it/s]

Mapping potential matches:  63%|██████▎   | 38/60 [00:00<00:00, 378.61it/s]
Mapping potential matches: 100%|██████████| 60/60 [00:00<00:00, 377.61it/s]

 85%|████████▍ | 2670/3150 [3:17:55<16:34,  2.07s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▍ | 2672/3150 [3:17:58<14:32,  1.83s/it]
 85%|████████▍ | 2676/3150 [3:17:58<07:46,  1.02it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003546
No raw data detected. Ignoring ST003546
Processing  ST001997
Initiating REDU-table generation for AN003257
Rest length is 18
raw file key found.
Initiating REDU-table generation for AN003258
Rest length is 18
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
IgG raw files
positive
37.raw
IgG raw files
positive
38.raw
IgG raw files
positive
39.raw
IgG raw files
positive
40.raw
IgG raw files
positive
41.raw
IgG raw files
positive
42.raw
IgG raw files
positive
43.raw
IgG raw files
positive
44.raw
IgG raw files
positive
45.raw
IgG raw files
positive
46.raw
IgG raw files
positive
47.raw
IgG raw files
positive
48.raw
IgG raw files
positive
49.raw
IgG raw files
positive
50.raw
IgG raw files
positive
51.raw
IgG raw files
positive
52.raw
IgG raw files
positive
53.raw
IgG raw files
positive
54.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST002089
No raw data detected. Ignoring ST002089
Processing  ST001011
No raw data detected. Ignoring ST001011
Processing  ST001499
No raw data detected. Ignoring ST001499
Processing  ST001033
No raw data detected. Ignoring ST001033
Processing  ST000115
Initiating REDU-table generation for AN000195
Rest length is 44
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/44 [00:00<?, ?it/s]

Mapping potential matches:  36%|███▋      | 16/44 [00:00<00:00, 153.01it/s]

Mapping potential matches:  73%|███████▎  | 32/44 [00:00<00:00, 145.79it/s]
Mapping potential matches: 100%|██████████| 44/44 [00:00<00:00, 146.95it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000196
Rest length is 44
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/44 [00:00<?, ?it/s]

Mapping potential matches:  36%|███▋      | 16/44 [00:00<00:00, 151.77it/s]

Mapping potential matches:  73%|███████▎  | 32/44 [00:00<00:00, 151.95it/s]
Mapping potential matches: 100%|██████████| 44/44 [00:00<00:00, 152.03it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▌ | 2678/3150 [3:18:02<09:54,  1.26s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002641
Initiating REDU-table generation for AN004313
Rest length is 62
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0242m_MoTrPAC_PASS1B_HP-PREFA01.raw
0242n_MoTrPAC_PASS1B_HP-PREFB01.raw
0242o_MoTrPAC_PASS1B_HP-Sed01-HYP.raw
0242p_MoTrPAC_PASS1B_HP-Sed02-HYP.raw
0242q_MoTrPAC_PASS1B_HP-IPE01-HYP.raw
0242r_MoTrPAC_PASS1B_HP-IPE02-HYP.raw
0243_MoTrPAC_PASS1B_HP-90218015403-HYP.raw
0244_MoTrPAC_PASS1B_HP-90225015403-HYP.raw
0245_MoTrPAC_PASS1B_HP-90227015403-HYP.raw
0246_MoTrPAC_PASS1B_HP-90229015403-HYP.raw
0247_MoTrPAC_PASS1B_HP-90232015403-HYP.raw
0248_MoTrPAC_PASS1B_HP-90237015403-HYP.raw
0249_MoTrPAC_PASS1B_HP-90245015403-HYP.raw
0250_MoTrPAC_PASS1B_HP-90248015403-HYP.raw
0251_MoTrPAC_PASS1B_HP-90251015403-HYP.raw
0252_MoTrPAC_PASS1B_HP-90252015403-HYP.raw
0253_MoTrPAC_PASS1B_HP-90254015403-HYP.raw
0254_MoTrPAC_PASS1B_HP-90258015403-HYP.raw
0255_MoTrPAC_PASS1B_HP-90259015403-HYP.raw
0256_MoTrPAC_PASS1B_HP-90265015403-HYP.raw
0257_MoTrPAC_PASS1B_HP-90266015403-HYP.raw
0258_MoTrPAC_PASS1B_HP-90267015403-HYP.raw
0259_MoTrPAC_PASS1B_HP-90280015403-HYP.raw
0260_MoTrPAC_PASS1B_HP-90281015403-HYP.raw
0261_MoTrPAC_PASS1B_HP-90283015403-HYP.raw
0262_MoTrPAC_PASS1B_HP-90289015403-HYP.raw
0262a_MoTrPAC_PASS1B_HP-PREFA02.raw
0262b_MoTrPAC_PASS1B_HP-PREFB02.raw
0263_MoTrPAC_PASS1B_HP-90292015403-HYP.raw
0264_MoTrPAC_PASS1B_HP-90406015403-HYP.raw
0265_MoTrPAC_PASS1B_HP-90410015403-HYP.raw
0266_MoTrPAC_PASS1B_HP-90412015403-HYP.raw
0267_MoTrPAC_PASS1B_HP-90416015403-HYP.raw
0268_MoTrPAC_PASS1B_HP-90420015403-HYP.raw
0269_MoTrPAC_PASS1B_HP-90421015403-HYP.raw
0270_MoTrPAC_PASS1B_HP-90422015403-HYP.raw
0271_MoTrPAC_PASS1B_HP-90423015403-HYP.raw
0272_MoTrPAC_PASS1B_HP-90426015403-HYP.raw
0273_MoTrPAC_PASS1B_HP-90430015403-HYP.raw
0274_MoTrPAC_PASS1B_HP-90439015403-HYP.raw
0275_MoTrPAC_PASS1B_HP-90441015403-HYP.raw
0276_MoTrPAC_PASS1B_HP-90444015403-HYP.raw
0277_MoTrPAC_PASS1B_HP-90449015403-HYP.raw
0278_MoTrPAC_PASS1B_HP-90450015403-HYP.raw
0279_MoTrPAC_PASS1B_HP-90559015403-HYP.raw
0280_MoTrPAC_PASS1B_HP-90560015403-HYP.raw
0281_MoTrPAC_PASS1B_HP-90564015403-HYP.raw
0282_MoTrPAC_PASS1B_HP-90567015403-HYP.raw
0282a_MoTrPAC_PASS1B_HP-PREFA03.raw
0282b_MoTrPAC_PASS1B_HP-PREFB03.raw
0283_MoTrPAC_PASS1B_HP-90571015403-HYP.raw
0284_MoTrPAC_PASS1B_HP-90576015403-HYP.raw
0285_MoTrPAC_PASS1B_HP-90578015403-HYP.raw
0286_MoTrPAC_PASS1B_HP-90581015403-HYP.raw
0287_MoTrPAC_PASS1B_HP-90585015403-HYP.raw
0288_MoTrPAC_PASS1B_HP-90587015403-HYP.raw
0288a_MoTrPAC_PASS1B_HP-Sed03-HYP.raw
0288b_MoTrPAC_PASS1B_HP-Sed04-HYP.raw
0288c_MoTrPAC_PASS1B_HP-IPE03-HYP.raw
0288d_MoTrPAC_PASS1B_HP-IPE04-HYP.raw
0288e_MoTrPAC_PASS1B_HP-PREFA04.raw
0288f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 62 rows!
Extracted information for 62 samples.
Processing  ST002604
Initiating REDU-table generation for AN004276
Rest length is 50
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/50 [00:00<?, ?it/s]

Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 499.61it/s]
Mapping potential matches: 100%|██████████| 50/50 [00:00<00:00, 498.94it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▌ | 2679/3150 [3:18:04<11:08,  1.42s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▌ | 2681/3150 [3:18:08<11:38,  1.49s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▌ | 2682/3150 [3:18:10<12:31,  1.61s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
01feb21_26.RAW
01feb21_27.RAW
01feb21_28.RAW
01feb21_29.RAW
01feb21_30.RAW
01feb21_31.RAW
01feb21_32.RAW
01feb21_33.RAW
01feb21_34.RAW
01feb21_35.RAW
01feb21_36.RAW
01feb21_37.RAW
01feb21_38.RAW
01feb21_40.RAW
01feb21_41.RAW
01feb21_42.RAW
01feb21_43.RAW
01feb21_44.RAW
01feb21_45.RAW
01feb21_46.RAW
01feb21_47.RAW
01feb21_48.RAW
01feb21_49.RAW
01feb21_50.RAW
01feb21_51.RAW
05feb21_27.RAW
05feb21_28.RAW
05feb21_29.RAW
05feb21_30.RAW
05feb21_31.RAW
05feb21_32.RAW
05feb21_33.RAW
05feb21_34.RAW
05feb21_35.RAW
05feb21_36.RAW
05feb21_37.RAW
05feb21_38.RAW
05feb21_39.RAW
05feb21_41.RAW
05feb21_42.RAW
05feb21_43.RAW
05feb21_44.RAW
05feb21_45.RAW
05feb21_46.RAW
05feb21_47.RAW
05feb21_48.RAW
05feb21_49.RAW
05feb21_50.RAW
05feb21_51.RAW
05feb21_52.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST000398
No raw data detected. Ignoring ST000398
Processing  ST002520
Initiating REDU-table generation for AN004151
Rest length is 60
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004152
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
The role of dietary inulin in NASH progression_portal vein serum
QC01neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
QC01pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
QC02neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
QC02pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
QC03neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
QC03pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
QC04neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
QC04pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
QC05neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
QC05pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3717neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3717pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3718neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3718pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3725neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3725pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3727neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3727pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3729neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3729pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3771neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3771pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3772neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3772pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3773neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3773pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3774neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3774pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3775neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3775pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3777neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3777pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3780neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3780pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3781neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3781pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3784neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3784pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3785neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3785pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3786neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3786pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3787neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3787pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3788neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3788pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3790neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3790pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3791neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3791pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3792neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3792pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3793neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3793pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3794neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3794pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3796neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3796pos.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3800neg.mzML
The role of dietary inulin in NASH progression_portal vein serum
X3800pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST000581
Initiating REDU-table generation for AN000892
Rest length is 20
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PI
DBA2J 7.5M FAH2L6 PI 1.RAW
PI
DBA2J 7.5M FAH2L6 PI 2.RAW
PI
DBA2J 7.5M FAH2L6 PI 3.RAW
PI
DBA2J 7.5M FTM2L5 PI 1.RAW
PI
DBA2J 7.5M FTM2L5 PI 2.RAW
PI
DBA2J 7.5M FTM2L5 PI 3.RAW
PI
DBA2J 7.5M MAHL6 PI 1.RAW
PI
DBA2J 7.5M MAHL6 PI 2.RAW
PI
DBA2J 7.5M MAHL6 PI 3.RAW
PI
DBA2J 7.5M MTML6 PI 1.RAW
PI
DBA2J 7.5M MTML6 PI 2.RAW
PI
DBA2J 7.5M MTML6 PI 3.RAW
PI
DBA2J 8-8.5M FAH3L8 PI 1.RAW
PI
DBA2J 8-8.5M FAH3L8 PI 2.RAW
PI
DBA2J 8-8.5M FAH3L8 PI 3.RAW
PI
DBA2J 8-8.5M FTM3L6  PI 1.RAW
PI
DBA2J 8-8.5M FTM3L6  PI 2.RAW
PI
DBA2J 8-8.5M FTM3L6  PI 3.RAW
PI
DBA2J 8-8.5M MAH2L5 PI 1.RAW
PI
DBA2J 8-8.5M MAH2L5 PI 2.RAW
PI
DBA2J 8-8.5M MAH2L5 PI 3.RAW
PI
DBA2J 8-8.5M MTM2L8 PI 1.RAW
PI
DBA2J 8-8.5M MTM2L8 PI 2.RAW
PI
DBA2J 8-8.5M MTM2L8 PI 3.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002231
Initiating REDU-table generation for AN003640
Rest length is 67
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003641
Rest length is 67
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Blank01.raw
ML_01_neg.raw
ML_01_pos.raw
ML_02_neg.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▌ | 2683/3150 [3:18:14<16:33,  2.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▌ | 2684/3150 [3:18:17<17:18,  2.23s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▌ | 2685/3150 [3:18:19<18:03,  2.33s/it]
 85%|████████▌ | 2686/3150 [3:18:21<17:49,  2.31s/it]
 85%|████████▌ | 2689/3150 [3:18:22<08:37,  1.12s/it]
ML_02_pos.raw
ML_03_neg.raw
ML_03_pos.raw
ML_04_neg.raw
ML_04_pos.raw
ML_05_neg.raw
ML_05_pos.raw
ML_06_neg.raw
ML_06_pos.raw
ML_07_neg.raw
ML_07_pos.raw
ML_08_neg.raw
ML_08_pos.raw
ML_09_neg.raw
ML_09_pos.raw
ML_10_neg.raw
ML_10_pos.raw
ML_11_neg.raw
ML_11_pos.raw
ML_12_neg.raw
ML_12_pos.raw
ML_13_neg.raw
ML_13_pos.raw
ML_14_neg.raw
ML_14_pos.raw
ML_15_neg.raw
ML_15_pos.raw
ML_16_neg.raw
ML_16_pos.raw
ML_17_neg.raw
ML_17_pos.raw
ML_18_neg.raw
ML_18_pos.raw
ML_19_neg.raw
ML_19_pos.raw
ML_20_neg.raw
ML_20_pos.raw
ML_21_neg.raw
ML_21_pos.raw
ML_22_neg.raw
ML_22_pos.raw
ML_23_neg.raw
ML_23_pos.raw
ML_24_neg.raw
ML_24_pos.raw
ML_25_neg.raw
ML_25_pos.raw
ML_26_neg.raw
ML_26_pos.raw
ML_27_neg.raw
ML_27_pos.raw
ML_28_neg.raw
ML_28_pos.raw
ML_29_neg.raw
ML_29_pos.raw
ML_30_neg.raw
ML_30_pos.raw
ML_31_neg.raw
ML_31_pos.raw
ML_32_neg.raw
ML_32_pos.raw
ML_33_neg.raw
ML_33_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 67 rows!
Extracted information for 67 samples.
Processing  ST001256
Initiating REDU-table generation for AN002085
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  skeletal muscle organ: missing value
quattrocelli_mdxmuscle_glucocorticoids
McN-Mat-20180411-01.raw
quattrocelli_mdxmuscle_glucocorticoids
McN-Mat-20180411-02.raw
quattrocelli_mdxmuscle_glucocorticoids
McN-Mat-20180411-03.raw
quattrocelli_mdxmuscle_glucocorticoids
McN-Mat-20180411-04.raw
quattrocelli_mdxmuscle_glucocorticoids
McN-Mat-20180411-05.raw
quattrocelli_mdxmuscle_glucocorticoids
McN-Mat-20180411-06.raw
quattrocelli_mdxmuscle_glucocorticoids
McN-Mat-20180411-07.raw
quattrocelli_mdxmuscle_glucocorticoids
McN-Mat-20180411-08.raw
quattrocelli_mdxmuscle_glucocorticoids
McN-Mat-20180411-09.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST002390
Initiating REDU-table generation for AN003894
Rest length is 15
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003895
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DMXAA
NEG
neg_C_1.mzML
DMXAA
NEG
neg_C_2.mzML
DMXAA
NEG
neg_C_3.mzML
DMXAA
NEG
neg_C_4.mzML
DMXAA
NEG
neg_C_5.mzML
DMXAA
NEG
neg_P_1.mzML
DMXAA
NEG
neg_P_2.mzML
DMXAA
NEG
neg_P_3.mzML
DMXAA
NEG
neg_P_4.mzML
DMXAA
NEG
neg_P_5.mzML
DMXAA
NEG
neg_XP_1.mzML
DMXAA
NEG
neg_XP_2.mzML
DMXAA
NEG
neg_XP_3.mzML
DMXAA
NEG
neg_XP_4.mzML
DMXAA
NEG
neg_XP_5.mzML
DMXAA
POS
pos_C_1.mzML
DMXAA
POS
pos_C_2.mzML
DMXAA
POS
pos_C_3.mzML
DMXAA
POS
pos_C_4.mzML
DMXAA
POS
pos_C_5.mzML
DMXAA
POS
pos_P_1.mzML
DMXAA
POS
pos_P_2.mzML
DMXAA
POS
pos_P_3.mzML
DMXAA
POS
pos_P_4.mzML
DMXAA
POS
pos_P_5.mzML
DMXAA
POS
pos_XP_1.mzML
DMXAA
POS
pos_XP_2.mzML
DMXAA
POS
pos_XP_3.mzML
DMXAA
POS
pos_XP_4.mzML
DMXAA
POS
pos_XP_5.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002292
Initiating REDU-table generation for AN003744
Rest length is 42
Adding raw data not present in REST for sample Blank4_A named 210322_Blk_Blank4_A
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN003745
Rest length is 42
Adding raw data not present in REST for sample Blank4_A named 210322_Blk_Blank4_A
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN003746
Rest length is 42
Adding raw data not present in REST for sample Blank4_A named 210322_Blk_Blank4_A
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST000069
No raw data detected. Ignoring ST000069
Processing  ST000975
No raw data detected. Ignoring ST000975
Processing  ST000604
No raw data detected. Ignoring ST000604
Processing  ST002129
No raw data detected. Ignoring ST002129
Processing  ST003517
Initiating REDU-table generation for AN005774
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0302_LP-05_FBS.mzML
0302_LP-POSTD-PDAC-m-hypo-01.mzML
0302_LP-POSTD-PDAC-m-hypo-02.mzML
0302_LP-POSTD-PDAC-m-hypo-03.mzML
0302_LP-POSTD-PDAC-m-norm-01.mzML
0302_LP-POSTD-PDAC-m-norm-02.mzML
0302_LP-PRE-PDAC-hypox.mzML
0302_LP-PRE-PDAC-norm.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 85%|████████▌ | 2691/3150 [3:18:24<08:44,  1.14s/it]
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST000325
No raw data detected. Ignoring ST000325
Processing  ST001363
Initiating REDU-table generation for AN002269
Rest length is 18
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/18 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 18/18 [00:00<00:00, 1299.64it/s]

 85%|████████▌ | 2693/3150 [3:18:25<06:35,  1.15it/s]
 86%|████████▌ | 2694/3150 [3:18:25<05:31,  1.37it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▌ | 2696/3150 [3:18:27<06:33,  1.15it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000410
This is not an MS-analysis. Ignoring AN000650
Processing  ST002258
No raw data detected. Ignoring ST002258
Processing  ST000817
Initiating REDU-table generation for AN001295
Rest length is 54
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000817
Tgon_HKKO_13Cglucose_t000_A.mzXML
ST000817
Tgon_HKKO_13Cglucose_t000_B.mzXML
ST000817
Tgon_HKKO_13Cglucose_t005_A.mzXML
ST000817
Tgon_HKKO_13Cglucose_t005_B.mzXML
ST000817
Tgon_HKKO_13Cglucose_t010_A.mzXML
ST000817
Tgon_HKKO_13Cglucose_t010_B.mzXML
ST000817
Tgon_HKKO_13Cglucose_t030_A.mzXML
ST000817
Tgon_HKKO_13Cglucose_t030_B.mzXML
ST000817
Tgon_HKKO_13Cglucose_t060_A.mzXML
ST000817
Tgon_HKKO_13Cglucose_t060_B.mzXML
ST000817
Tgon_HKKO_13Cglucose_t120_A.mzXML
ST000817
Tgon_HKKO_13Cglucose_t120_B.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t000_A.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t000_B.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t005_A.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t005_B.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t010_A.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t010_B.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t030_A.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t030_B.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t060_A.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t060_B.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t120_A.mzXML
ST000817
Tgon_HKKO_13Cglutamine_t120_B.mzXML
ST000817
Tgon_PEPCKwt_minusglucose_13Cglutamine_1.mzXML
ST000817
Tgon_PEPCKwt_minusglucose_13Cglutamine_2.mzXML
ST000817
Tgon_PEPCKwt_minusglucose_13Cglutamine_3.mzXML
ST000817
Tgon_RH_13Cglucose_t000_A.mzXML
ST000817
Tgon_RH_13Cglucose_t000_B.mzXML
ST000817
Tgon_RH_13Cglucose_t005_A.mzXML
ST000817
Tgon_RH_13Cglucose_t005_B.mzXML
ST000817
Tgon_RH_13Cglucose_t010_A.mzXML
ST000817
Tgon_RH_13Cglucose_t010_B.mzXML
ST000817
Tgon_RH_13Cglucose_t030_A.mzXML
ST000817
Tgon_RH_13Cglucose_t030_B.mzXML
ST000817
Tgon_RH_13Cglucose_t060_A.mzXML
ST000817
Tgon_RH_13Cglucose_t060_B.mzXML
ST000817
Tgon_RH_13Cglucose_t120_A.mzXML
ST000817
Tgon_RH_13Cglucose_t120_B.mzXML
ST000817
Tgon_RH_13Cglutamine_t000_A.mzXML
ST000817
Tgon_RH_13Cglutamine_t000_B.mzXML
ST000817
Tgon_RH_13Cglutamine_t005_A.mzXML
ST000817
Tgon_RH_13Cglutamine_t005_B.mzXML
ST000817
Tgon_RH_13Cglutamine_t010_A.mzXML
ST000817
Tgon_RH_13Cglutamine_t010_B.mzXML
ST000817
Tgon_RH_13Cglutamine_t030_A.mzXML
ST000817
Tgon_RH_13Cglutamine_t030_B.mzXML
ST000817
Tgon_RH_13Cglutamine_t060_A.mzXML
ST000817
Tgon_RH_13Cglutamine_t060_B.mzXML
ST000817
Tgon_RH_13Cglutamine_t120_A.mzXML
ST000817
Tgon_RH_13Cglutamine_t120_B.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 51 rows!
Extracted information for 51 samples.
Processing  ST002944
Initiating REDU-table generation for AN004829
Rest length is 329
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
210611_se021.raw
210611_se022.raw
210611_se023.raw
210611_se024.raw
210611_se025.raw
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210611_se281.raw
210611_se282.raw
210611_se283.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▌ | 2697/3150 [3:18:32<12:45,  1.69s/it]
210611_se284.raw
210611_se285.raw
210611_se287.raw
210611_se288.raw
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210611_se290.raw
210611_se291.raw
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210611_se294.raw
210611_se295.raw
210611_se296.raw
210611_se297.raw
210611_se298.raw
210611_se302.raw
210611_se303.raw
210611_se304.raw
210611_se305.raw
210611_se306.raw
210611_se307.raw
210611_se308.raw
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210611_se310.raw
210611_se311.raw
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210611_se315.raw
210611_se316.raw
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210611_se370.raw
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210611_se375.raw
210611_se376.raw
210611_se377.raw
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210611_se380.raw
210611_se381.raw
210611_se383.raw
210611_se384.raw
210611_se385.raw
210611_se386.raw
210611_se387.raw
210611_se388.raw
210611_se389.raw
210611_se390.raw
210611_se391.raw
210611_se392.raw
210611_se393.raw
210611_se394.raw
210611_se396.raw
210611_se397.raw
210611_se398.raw
210611_se399.raw
210611_se400.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 329 rows!
Extracted information for 329 samples.
Processing  ST002687
Initiating REDU-table generation for AN004360
Rest length is 86
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/86 [00:00<?, ?it/s]

Mapping potential matches:  44%|████▍     | 38/86 [00:00<00:00, 373.53it/s]

Mapping potential matches:  88%|████████▊ | 76/86 [00:00<00:00, 374.95it/s]
Mapping potential matches: 100%|██████████| 86/86 [00:00<00:00, 374.81it/s]

 86%|████████▌ | 2698/3150 [3:18:33<11:09,  1.48s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▌ | 2701/3150 [3:18:35<08:16,  1.11s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▌ | 2702/3150 [3:19:36<1:33:16, 12.49s/it]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001365
No raw data detected. Ignoring ST001365
Processing  ST002519
No raw data detected. Ignoring ST002519
Processing  ST002963
Initiating REDU-table generation for AN004864
Rest length is 33
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1515-T-8.mzXML
1515-T-9.mzXML
1516-T-8.mzXML
1516-T-9.mzXML
1517-T-7.mzXML
1517-T-8.mzXML
1517-T-9.mzXML
3094-T-7.mzXML
3094-T-8.mzXML
3094-T-9.mzXML
3095-T-7.mzXML
3095-T-9.mzXML
3096-T-7.mzXML
3096-T-8.mzXML
3096-T-9.mzXML
4744-T-7.mzXML
4744-T-8.mzXML
4744-T-9.mzXML
4746-T-7.mzXML
4746-T-8.mzXML
4746-T-9.mzXML
5784-T-7.mzXML
5784-T-8.mzXML
5784-T-9.mzXML
709-T-7.mzXML
709-T-8.mzXML
709-T-9.mzXML
710-T-7.mzXML
710-T-8.mzXML
710-T-9.mzXML
892-T-7.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 31 rows!
Extracted information for 31 samples.
Processing  ST002004
Initiating REDU-table generation for AN003267
Rest length is 77
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
a01.mzXML
a02.mzXML
a03.mzXML
a04.mzXML
a05.mzXML
a06.mzXML
a07.mzXML
a08.mzXML
a09.mzXML
a10.mzXML
a11.mzXML
a12.mzXML
a13.mzXML
a14.mzXML
b01.mzXML
b02.mzXML
b03.mzXML
b04.mzXML
b05.mzXML
b06.mzXML
b07.mzXML
b08.mzXML
b09.mzXML
b10.mzXML
b11.mzXML
b12.mzXML
b13.mzXML
b14.mzXML
blank.mzXML
blank_200603195159.mzXML
blank_200603235248.mzXML
blank_200604045400.mzXML
blank_200604095509.mzXML
blank_200604145613.mzXML
blank_200604195714.mzXML
blank_200605005825.mzXML
blank_200605055939.mzXML
blank_200605090020.mzXML
blank_200605100030.mzXML
c01.mzXML
c02.mzXML
c03.mzXML
c04.mzXML
c05.mzXML
c06.mzXML
c07.mzXML
c08.mzXML
c09.mzXML
c10.mzXML
c11.mzXML
c12.mzXML
c13.mzXML
c14.mzXML
d01.mzXML
d02.mzXML
d03.mzXML
d04.mzXML
d05.mzXML
d06.mzXML
d07.mzXML
d08.mzXML
d09.mzXML
d10.mzXML
d11.mzXML
d12.mzXML
d13.mzXML
d14.mzXML
pool.mzXML
pool08.mzXML
pool09.mzXML
pool1.mzXML
pool2.mzXML
pool3.mzXML
pool4.mzXML
pool5.mzXML
pool6.mzXML
pool7.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 66
Returning 11 rows!
Extracted information for 11 samples.
Processing  ST001070
No raw data detected. Ignoring ST001070
Processing  ST001938
No raw data detected. Ignoring ST001938
Processing  ST000257
Initiating REDU-table generation for AN000406
Rest length is 90
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:   8%|▊         | 7/90 [00:00<00:01, 60.16it/s]

Mapping potential matches:  16%|█▌        | 14/90 [00:00<00:01, 60.35it/s]

Mapping potential matches:  23%|██▎       | 21/90 [00:00<00:01, 60.80it/s]

Mapping potential matches:  31%|███       | 28/90 [00:00<00:01, 61.01it/s]

Mapping potential matches:  39%|███▉      | 35/90 [00:00<00:00, 61.78it/s]

Mapping potential matches:  47%|████▋     | 42/90 [00:00<00:00, 61.66it/s]

Mapping potential matches:  54%|█████▍    | 49/90 [00:00<00:00, 61.66it/s]

Mapping potential matches:  62%|██████▏   | 56/90 [00:00<00:00, 61.58it/s]

Mapping potential matches:  70%|███████   | 63/90 [00:01<00:00, 61.79it/s]

Mapping potential matches:  78%|███████▊  | 70/90 [00:01<00:00, 61.65it/s]

Mapping potential matches:  86%|████████▌ | 77/90 [00:01<00:00, 61.36it/s]

Mapping potential matches:  93%|█████████▎| 84/90 [00:01<00:00, 61.27it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 61.34it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000407
Rest length is 90
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:   8%|▊         | 7/90 [00:00<00:01, 61.67it/s]

Mapping potential matches:  16%|█▌        | 14/90 [00:00<00:01, 62.46it/s]

Mapping potential matches:  23%|██▎       | 21/90 [00:00<00:01, 62.26it/s]

Mapping potential matches:  31%|███       | 28/90 [00:00<00:01, 61.72it/s]

Mapping potential matches:  39%|███▉      | 35/90 [00:00<00:00, 61.42it/s]

Mapping potential matches:  47%|████▋     | 42/90 [00:00<00:00, 61.48it/s]

Mapping potential matches:  54%|█████▍    | 49/90 [00:00<00:00, 61.79it/s]

Mapping potential matches:  62%|██████▏   | 56/90 [00:00<00:00, 61.63it/s]

Mapping potential matches:  70%|███████   | 63/90 [00:01<00:00, 61.64it/s]

Mapping potential matches:  78%|███████▊  | 70/90 [00:01<00:00, 61.52it/s]

Mapping potential matches:  86%|████████▌ | 77/90 [00:01<00:00, 61.70it/s]

Mapping potential matches:  93%|█████████▎| 84/90 [00:01<00:00, 61.47it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 61.65it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN000408
Rest length is 90
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:   8%|▊         | 7/90 [00:00<00:01, 60.64it/s]

Mapping potential matches:  16%|█▌        | 14/90 [00:00<00:01, 60.85it/s]

Mapping potential matches:  23%|██▎       | 21/90 [00:00<00:01, 60.92it/s]

Mapping potential matches:  31%|███       | 28/90 [00:00<00:01, 61.09it/s]

Mapping potential matches:  39%|███▉      | 35/90 [00:00<00:00, 61.05it/s]

Mapping potential matches:  47%|████▋     | 42/90 [00:00<00:00, 60.84it/s]

Mapping potential matches:  54%|█████▍    | 49/90 [00:00<00:00, 60.87it/s]

Mapping potential matches:  62%|██████▏   | 56/90 [00:00<00:00, 61.37it/s]

Mapping potential matches:  70%|███████   | 63/90 [00:01<00:00, 61.38it/s]

Mapping potential matches:  78%|███████▊  | 70/90 [00:01<00:00, 61.46it/s]

Mapping potential matches:  86%|████████▌ | 77/90 [00:01<00:00, 61.38it/s]

Mapping potential matches:  93%|█████████▎| 84/90 [00:01<00:00, 61.42it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:01<00:00, 61.24it/s]

 86%|████████▌ | 2705/3150 [3:19:42<57:28,  7.75s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▌ | 2706/3150 [3:19:44<50:14,  6.79s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▌ | 2707/3150 [3:19:47<44:18,  6.00s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001800
Initiating REDU-table generation for AN002922
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
BL_200220_M393_559.mzXML
BL_200220_M393_560.mzXML
BL_200220_M393_561.mzXML
BL_200220_M393_562.mzXML
BL_200220_M393_563.mzXML
BL_200220_M393_564.mzXML
BL_200220_M393_565.mzXML
BL_200220_M393_566.mzXML
BL_200220_M393_567.mzXML
BL_200220_M393_568.mzXML
BL_200220_M393_569.mzXML
BL_200220_M393_570.mzXML
BL_200220_M393_571.mzXML
BL_200220_M393_572.mzXML
BL_200220_M393_573.mzXML
BL_200220_M393_574.mzXML
BL_200220_M393_575.mzXML
BL_200220_M393_576.mzXML
BL_200220_M393_577.mzXML
BL_200220_M393_578.mzXML
BL_200220_M393_579.mzXML
BL_200220_M393_580.mzXML
BL_200220_M393_581.mzXML
BL_200220_M393_582.mzXML
BL_200220_M393_583.mzXML
BL_200220_M393_584.mzXML
BL_200220_M393_585.mzXML
BL_200220_M393_586.mzXML
BL_200220_M393_587.mzXML
BL_200220_M393_588.mzXML
BL_200220_M393_589.mzXML
BL_200220_M393_590.mzXML
BL_200220_M393_591.mzXML
BL_200220_M393_592.mzXML
BL_200220_M393_593.mzXML
BL_200220_M393_594.mzXML
BL_200220_M393_595.mzXML
BL_200220_M393_596.mzXML
BL_200220_M393_597.mzXML
BL_200220_M393_598.mzXML
BL_200220_M393_599.mzXML
BL_200220_M393_600.mzXML
BL_200220_M393_601.mzXML
BL_200220_M393_602.mzXML
BL_200220_M393_603.mzXML
BL_200220_M393_604.mzXML
BL_200220_M393_605.mzXML
BL_200220_M393_606.mzXML
BL_200220_M393_607.mzXML
BL_200220_M393_608.mzXML
BL_200220_M393_609.mzXML
BL_200220_M393_610.mzXML
BL_200220_M393_611.mzXML
BL_200220_M393_612.mzXML
BL_200220_M393_613.mzXML
BL_200220_M393_614.mzXML
BL_200220_M393_615.mzXML
BL_200220_M393_616.mzXML
BL_200220_M393_617.mzXML
BL_200220_M393_618.mzXML
BL_200220_M393_619.mzXML
BL_200220_M393_620.mzXML
BL_200220_M393_621.mzXML
BL_200220_M393_622.mzXML
BL_200220_M393_623.mzXML
BL_200220_M393_624.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST001290
Initiating REDU-table generation for AN002143
Rest length is 25
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002144
Rest length is 25
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MBData
MB_PT_Neg
CASE40.raw
MBData
MB_PT_Neg
CASE41.raw
MBData
MB_PT_Neg
SG105.raw
MBData
MB_PT_Neg
SG113.raw
MBData
MB_PT_Neg
SG138.raw
MBData
MB_PT_Neg
SG174.raw
MBData
MB_PT_Neg
SG175.raw
MBData
MB_PT_Neg
SG191.raw
MBData
MB_PT_Neg
SG203.raw
MBData
MB_PT_Neg
SG204.raw
MBData
MB_PT_Neg
SG215.raw
MBData
MB_PT_Neg
SG217.raw
MBData
MB_PT_Neg
SG218.raw
MBData
MB_PT_Neg
SG221.raw
MBData
MB_PT_Neg
SG222.raw
MBData
MB_PT_Neg
SG223.raw
MBData
MB_PT_Neg
SG228.raw
MBData
MB_PT_Neg
SGTA.raw
MBData
MB_PT_Neg
SGTA10.raw
MBData
MB_PT_Neg
SGTA11.raw
MBData
MB_PT_Neg
SGTA12.raw
MBData
MB_PT_Neg
SGTA13.raw
MBData
MB_PT_Neg
SGTA3.raw
MBData
MB_PT_Neg
SGTA4.raw
MBData
MB_PT_Neg
SGTA9.raw
MBData
MB_PT_Pos
CASE40.raw
MBData
MB_PT_Pos
CASE41.raw
MBData
MB_PT_Pos
SG105.raw
MBData
MB_PT_Pos
SG113.raw
MBData
MB_PT_Pos
SG138.raw
MBData
MB_PT_Pos
SG174.raw
MBData
MB_PT_Pos
SG175.raw
MBData
MB_PT_Pos
SG191.raw
MBData
MB_PT_Pos
SG203.raw
MBData
MB_PT_Pos
SG204.raw
MBData
MB_PT_Pos
SG215.raw
MBData
MB_PT_Pos
SG217.raw
MBData
MB_PT_Pos
SG218.raw
MBData
MB_PT_Pos
SG221.raw
MBData
MB_PT_Pos
SG222.raw
MBData
MB_PT_Pos
SG223.raw
MBData
MB_PT_Pos
SG228.raw
MBData
MB_PT_Pos
SGTA.raw
MBData
MB_PT_Pos
SGTA10.raw
MBData
MB_PT_Pos
SGTA11.raw
MBData
MB_PT_Pos
SGTA12.raw
MBData
MB_PT_Pos
SGTA13.raw
MBData
MB_PT_Pos
SGTA3.raw
MBData
MB_PT_Pos
SGTA4.raw
MBData
MB_PT_Pos
SGTA9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST002930
Initiating REDU-table generation for AN004807
Rest length is 30
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/46 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 46/46 [00:00<00:00, 512.14it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004808
Rest length is 30
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/46 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 46/46 [00:00<00:00, 508.76it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▌ | 2708/3150 [3:19:50<38:57,  5.29s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▌ | 2709/3150 [3:19:53<34:05,  4.64s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG189.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG190.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG191.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG201.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG202.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG203.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG204.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG205.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG206.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG249.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG250.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG251.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG252.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG253.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_NEG254.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS189.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS190.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS191.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS201.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS202.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS203.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS204.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS205.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS206.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS249.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS250.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS251.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS252.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS253.mzXML
Dasarathy_Nicole_114Cells_02042022_HILIC_POS254.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST001826
Initiating REDU-table generation for AN002962
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Urine GC-HRAM
OD1.mzML
Urine GC-HRAM
OD2.mzML
Urine GC-HRAM
OD3.mzML
Urine GC-HRAM
OD4.mzML
Urine GC-HRAM
OD5.mzML
Urine GC-HRAM
OD6.mzML
Urine GC-HRAM
OD7.mzML
Urine GC-HRAM
OD8.mzML
Urine GC-HRAM
ODBS1.mzML
Urine GC-HRAM
ODBS2.mzML
Urine GC-HRAM
ODBS3.mzML
Urine GC-HRAM
ODBS4.mzML
Urine GC-HRAM
ODBS5.mzML
Urine GC-HRAM
ODBS6.mzML
Urine GC-HRAM
ODBS7.mzML
Urine GC-HRAM
ODBS8.mzML
Urine GC-HRAM
QC1.mzML
Urine GC-HRAM
QC2.mzML
Urine GC-HRAM
QC3.mzML
Urine GC-HRAM
QC4.mzML
Urine GC-HRAM
QC5.mzML
Urine GC-HRAM
QC6.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST001189
No raw data detected. Ignoring ST001189
Processing  ST002840
Initiating REDU-table generation for AN004647
Rest length is 30
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/30 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 30/30 [00:00<00:00, 419.07it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004648
Rest length is 30
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/30 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 30/30 [00:00<00:00, 414.20it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▌ | 2711/3150 [3:19:56<24:46,  3.39s/it]
 86%|████████▌ | 2715/3150 [3:19:56<11:26,  1.58s/it]
 86%|████████▋ | 2718/3150 [3:19:56<07:21,  1.02s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▋ | 2720/3150 [3:19:58<07:31,  1.05s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AJS_Mn_Experiment_replicate1
PSa_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
PSa_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
PSa_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
PSa_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
PSb_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
PSb_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
PSb_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
PSb_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
PSc_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
PSc_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
PSc_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
PSc_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Sa_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Sa_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Sa_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Sa_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Sb_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Sb_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Sb_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Sb_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Sc_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Sc_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Sc_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Sc_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
WTa_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
WTa_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
WTa_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
WTa_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
WTb_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
WTb_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
WTb_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
WTb_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
WTc_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
WTc_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
WTc_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
WTc_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
YSa_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
YSa_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
YSa_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
YSa_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
YSb_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
YSb_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
YSb_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
YSb_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
YSc_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
YSc_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
YSc_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
YSc_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Ya_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Ya_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Ya_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Ya_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Yb_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Yb_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Yb_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Yb_UT_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Yc_Mn_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Yc_Mn_Lys1_POS.mzML
AJS_Mn_Experiment_replicate1
Yc_UT_Lys1_NEG.mzML
AJS_Mn_Experiment_replicate1
Yc_UT_Lys1_POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST000492
No raw data detected. Ignoring ST000492
Processing  ST000785
No raw data detected. Ignoring ST000785
Processing  ST000867
No raw data detected. Ignoring ST000867
Processing  ST000882
No raw data detected. Ignoring ST000882
Processing  ST001366
No raw data detected. Ignoring ST001366
Processing  ST001437
No raw data detected. Ignoring ST001437
Processing  ST001828
No raw data detected. Ignoring ST001828
Processing  ST002587
Initiating REDU-table generation for AN004259
Rest length is 45
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
10_A4_GLU_011122_01.mzXML
MyData
11_A2_C13_GLU_1_031122_01.mzXML
MyData
12_A2_C13_GLU_2_011122_01.mzXML
MyData
13_A2_C13_GLU_3_031122_01.mzXML
MyData
14_A2_C13_GLU_4_011122_01.mzXML
MyData
15_A2_GLU_011122_01.mzXML
MyData
16_A4A2_C13_GLU_1_011122_01.mzXML
MyData
17_A4A2_C13_GLU_2_031122_01.mzXML
MyData
18_A4A2_C13_GLU_3_011122_01.mzXML
MyData
19_A4A2_C13_GLU_4_011122_01.mzXML
MyData
1_C13_GLU_1_011122_01.mzXML
MyData
20_A4A2_GLU_031122_01.mzXML
MyData
21_C13_GLN_1_151122_01.mzXML
MyData
22_C13_GLN_2_171122_01.mzXML
MyData
23_C13_GLN_3_151122_01.mzXML
MyData
24_C13_GLN_4_171122_01.mzXML
MyData
25_GLN_151122_01.mzXML
MyData
26_A4_C13_GLN_1_171122_01.mzXML
MyData
27_A4_C13_GLN_2_171122_01.mzXML
MyData
28_A4_C13_GLN_3_151122_01.mzXML
MyData
29_A4_C13_GLN_4_151122_01.mzXML
MyData
2_C13_GLU_2_031122_01.mzXML
MyData
30_A4_GLN_171122_01.mzXML
MyData
31_A2_C13_GLN_1_171122_01.mzXML
MyData
32_A2_C13_GLN_2_151122_01.mzXML
MyData
33_A2_C13_GLN_3_171122_01.mzXML
MyData
34_A2_C13_GLN_4_151122_01.mzXML
MyData
35_A2_GLN_171122_01.mzXML
MyData
36_A4A2_C13_GLN_1_171122_01.mzXML
MyData
37_A4A2_C13_GLN_2_151122_01.mzXML
MyData
38_A4A2_C13_GLN_3_171122_01.mzXML
MyData
39_A4A2_C13_GLN_4_171122_01.mzXML
MyData
3_C13_GLU_3_011122_01.mzXML
MyData
40_A4A2_GLN_151122_01.mzXML
MyData
41_ALA_C13_GLN_1_151122_01.mzXML
MyData
42_ALA_C13_GLN_2_171122_01.mzXML
MyData
43_ALA_C13_GLN_3_151122_01.mzXML
MyData
44_ALA_C13_GLN_4_151122_01.mzXML
MyData
45_ALA_GLN_171122_01.mzXML
MyData
4_C13_GLU_4_031122_01.mzXML
MyData
5_GLU_011122_01.mzXML
MyData
6_A4_C13_GLU_1_031122_01.mzXML
MyData
7_A4_C13_GLU_2_011122_01.mzXML
MyData
8_A4_C13_GLU_3_031122_01.mzXML
MyData
9_A4_C13_GLU_4_011122_01.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST001895
No raw data detected. Ignoring ST001895
Processing  ST002201
Initiating REDU-table generation for AN003604
Rest length is 163
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
MassSpectrometer:
  Agilent GC 7820A-MS 5977B|not available: missing value
SubjectIdentifierAsRecorded:
  : missing value
Stressnet
SN_17122016.CDF
Stressnet
SN_17122017.CDF
Stressnet
SN_17122018.CDF
Stressnet
SN_17122019.CDF
Stressnet
SN_17122020.CDF
Stressnet
SN_17122021.CDF
Stressnet
SN_17122022.CDF
Stressnet
SN_17122023.CDF
Stressnet
SN_17122024.CDF
Stressnet
SN_17122025.CDF
Stressnet
SN_17122026.CDF
Stressnet
SN_17122027.CDF
Stressnet
SN_17122028.CDF
Stressnet
SN_17122029.CDF
Stressnet
SN_17122030.CDF
Stressnet
SN_17122033.CDF
Stressnet
SN_17122034.CDF
Stressnet
SN_17122035.CDF
Stressnet
SN_17122036.CDF
Stressnet
SN_17122037.CDF
Stressnet
SN_17122038.CDF
Stressnet
SN_17122039.CDF
Stressnet
SN_17122040.CDF
Stressnet
SN_17122041.CDF
Stressnet
SN_17122042.CDF
Stressnet
SN_17122043.CDF
Stressnet
SN_17122044.CDF
Stressnet
SN_17122045.CDF
Stressnet
SN_17122046.CDF
Stressnet
SN_17122047.CDF
Stressnet
SN_17122101.CDF
Stressnet
SN_17122102.CDF
Stressnet
SN_17122103.CDF
Stressnet
SN_17122104.CDF
Stressnet
SN_17122105.CDF
Stressnet
SN_17122106.CDF
Stressnet
SN_17122107.CDF
Stressnet
SN_17122108.CDF
Stressnet
SN_17122109.CDF
Stressnet
SN_17122110.CDF
Stressnet
SN_17122111.CDF
Stressnet
SN_17122112.CDF
Stressnet
SN_17122113.CDF
Stressnet
SN_17122114.CDF
Stressnet
SN_17122118.CDF
Stressnet
SN_17122119.CDF
Stressnet
SN_17122120.CDF
Stressnet
SN_17122121.CDF
Stressnet
SN_17122122.CDF
Stressnet
SN_17122123.CDF
Stressnet
SN_17122124.CDF
Stressnet
SN_17122125.CDF
Stressnet
SN_17122126.CDF
Stressnet
SN_17122127.CDF
Stressnet
SN_17122128.CDF
Stressnet
SN_17122129.CDF
Stressnet
SN_17122130.CDF
Stressnet
SN_17122131.CDF
Stressnet
SN_17122709.CDF
Stressnet
SN_17122710.CDF
Stressnet
SN_17122711.CDF
Stressnet
SN_17122712.CDF
Stressnet
SN_17122713.CDF
Stressnet
SN_17122714.CDF
Stressnet
SN_17122715.CDF
Stressnet
SN_17122716.CDF
Stressnet
SN_17122717.CDF
Stressnet
SN_17122718.CDF
Stressnet
SN_17122719.CDF
Stressnet
SN_17122720.CDF
Stressnet
SN_17122721.CDF
Stressnet
SN_17122722.CDF
Stressnet
SN_17122726.CDF
Stressnet
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▋ | 2721/3150 [3:20:01<09:39,  1.35s/it]SN_17122727.CDF
Stressnet
SN_17122728.CDF
Stressnet
SN_17122729.CDF
Stressnet
SN_17122730.CDF
Stressnet
SN_17122731.CDF
Stressnet
SN_17122732.CDF
Stressnet
SN_17122733.CDF
Stressnet
SN_17122734.CDF
Stressnet
SN_17122735.CDF
Stressnet
SN_17122736.CDF
Stressnet
SN_17122737.CDF
Stressnet
SN_17122738.CDF
Stressnet
SN_17122739.CDF
Stressnet
SN_18010311.CDF
Stressnet
SN_18010312.CDF
Stressnet
SN_18010313.CDF
Stressnet
SN_18010314.CDF
Stressnet
SN_18010315.CDF
Stressnet
SN_18010316.CDF
Stressnet
SN_18010317.CDF
Stressnet
SN_18010318.CDF
Stressnet
SN_18010319.CDF
Stressnet
SN_18010320.CDF
Stressnet
SN_18010321.CDF
Stressnet
SN_18010322.CDF
Stressnet
SN_18010323.CDF
Stressnet
SN_18010329.CDF
Stressnet
SN_18010330.CDF
Stressnet
SN_18010331.CDF
Stressnet
SN_18010332.CDF
Stressnet
SN_18010333.CDF
Stressnet
SN_18010334.CDF
Stressnet
SN_18010335.CDF
Stressnet
SN_18010336.CDF
Stressnet
SN_18010337.CDF
Stressnet
SN_18010338.CDF
Stressnet
SN_18010339.CDF
Stressnet
SN_18010340.CDF
Stressnet
SN_18010341.CDF
Stressnet
SN_18010342.CDF
Stressnet
SN_18010343.CDF
Stressnet
SN_18010910.CDF
Stressnet
SN_18010911.CDF
Stressnet
SN_18010912.CDF
Stressnet
SN_18010913.CDF
Stressnet
SN_18010914.CDF
Stressnet
SN_18010915.CDF
Stressnet
SN_18010916.CDF
Stressnet
SN_18010917.CDF
Stressnet
SN_18010918.CDF
Stressnet
SN_18010919.CDF
Stressnet
SN_18010920.CDF
Stressnet
SN_18010921.CDF
Stressnet
SN_18010922.CDF
Stressnet
SN_18010923.CDF
Stressnet
SN_18010928.CDF
Stressnet
SN_18010929.CDF
Stressnet
SN_18010930.CDF
Stressnet
SN_18010931.CDF
Stressnet
SN_18010933.CDF
Stressnet
SN_18010934.CDF
Stressnet
SN_18010935.CDF
Stressnet
SN_18010936.CDF
Stressnet
SN_18010937.CDF
Stressnet
SN_18010938.CDF
Stressnet
SN_18010939.CDF
Stressnet
SN_18010940.CDF
Stressnet
SN_18011110.CDF
Stressnet
SN_18011111.CDF
Stressnet
SN_18011112.CDF
Stressnet
SN_18011113.CDF
Stressnet
SN_18011114.CDF
Stressnet
SN_18011117.CDF
Stressnet
SN_18011118.CDF
Stressnet
SN_18011119.CDF
Stressnet
SN_18011120.CDF
Stressnet
SN_18011122.CDF
Stressnet
SN_18011127.CDF
Stressnet
SN_18011128.CDF
Stressnet
SN_18011129.CDF
Stressnet
SN_18011130.CDF
Stressnet
SN_18011131.CDF
Stressnet
SN_18011132.CDF
Stressnet
SN_18011133.CDF
Stressnet
SN_18011134.CDF
Stressnet
SN_18011135.CDF
Stressnet
SN_18011136.CDF
Stressnet
SN_18011137.CDF
Stressnet
SN_18011138.CDF
Stressnet
SN_18011139.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 163 rows!
Extracted information for 163 samples.
Processing  ST001430
Initiating REDU-table generation for AN002391
Rest length is 781
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002392
Rest length is 781
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzXML_data
1.NEG.mzXML
mzXML_data
1.POS.mzXML
mzXML_data
10.NEG.mzXML
mzXML_data
10.POS.mzXML
mzXML_data
100.NEG.mzXML
mzXML_data
100.POS.mzXML
mzXML_data
101.NEG.mzXML
mzXML_data
101.POS.mzXML
mzXML_data
102.NEG.mzXML
mzXML_data
102.POS.mzXML
mzXML_data
103.NEG.mzXML
mzXML_data
103.POS.mzXML
mzXML_data
104.NEG.mzXML
mzXML_data
104.POS.mzXML
mzXML_data
105.NEG.mzXML
mzXML_data
105.POS.mzXML
mzXML_data
106.NEG.mzXML
mzXML_data
106.POS.mzXML
mzXML_data
107.NEG.mzXML
mzXML_data
107.POS.mzXML
mzXML_data
108.NEG.mzXML
mzXML_data
108.POS.mzXML
mzXML_data
109.NEG.mzXML
mzXML_data
109.POS.mzXML
mzXML_data
11.NEG.mzXML
mzXML_data
11.POS.mzXML
mzXML_data
110.NEG.mzXML
mzXML_data
110.POS.mzXML
mzXML_data
111.NEG.mzXML
mzXML_data
111.POS.mzXML
mzXML_data
112.NEG.mzXML
mzXML_data
112.POS.mzXML
mzXML_data
113.NEG.mzXML
mzXML_data
113.POS.mzXML
mzXML_data
114.NEG.mzXML
mzXML_data
114.POS.mzXML
mzXML_data
115.NEG.mzXML
mzXML_data
115.POS.mzXML
mzXML_data
116.NEG.mzXML
mzXML_data
116.POS.mzXML
mzXML_data
117.NEG.mzXML
mzXML_data
117.POS.mzXML
mzXML_data
118.NEG.mzXML
mzXML_data
118.POS.mzXML
mzXML_data
119.NEG.mzXML
mzXML_data
119.POS.mzXML
mzXML_data
12.NEG.mzXML
mzXML_data
12.POS.mzXML
mzXML_data
120.NEG.mzXML
mzXML_data
120.POS.mzXML
mzXML_data
121.NEG.mzXML
mzXML_data
121.POS.mzXML
mzXML_data
122.NEG.mzXML
mzXML_data
122.POS.mzXML
mzXML_data
123.NEG.mzXML
mzXML_data
123.POS.mzXML
mzXML_data
124.NEG.mzXML
mzXML_data
124.POS.mzXML
mzXML_data
125.NEG.mzXML
mzXML_data
125.POS.mzXML
mzXML_data
126.NEG.mzXML
mzXML_data
126.POS.mzXML
mzXML_data
127.NEG.mzXML
mzXML_data
127.POS.mzXML
mzXML_data
128.NEG.mzXML
mzXML_data
128.POS.mzXML
mzXML_data
129.NEG.mzXML
mzXML_data
129.POS.mzXML
mzXML_data
13.NEG.mzXML
mzXML_data
13.POS.mzXML
mzXML_data
130.NEG.mzXML
mzXML_data
130.POS.mzXML
mzXML_data
131.NEG.mzXML
mzXML_data
131.POS.mzXML
mzXML_data
132.NEG.mzXML
mzXML_data
132.POS.mzXML
mzXML_data
133.NEG.mzXML
mzXML_data
133.POS.mzXML
mzXML_data
135.NEG.mzXML
mzXML_data
135.POS.mzXML
mzXML_data
136.NEG.mzXML
mzXML_data
136.POS.mzXML
mzXML_data
137.NEG.mzXML
mzXML_data
137.POS.mzXML
mzXML_data
138.NEG.mzXML
mzXML_data
138.POS.mzXML
mzXML_data
139.NEG.mzXML
mzXML_data
139.POS.mzXML
mzXML_data
14.NEG.mzXML
mzXML_data
14.POS.mzXML
mzXML_data
140.NEG.mzXML
mzXML_data
140.POS.mzXML
mzXML_data
141.NEG.mzXML
mzXML_data
141.POS.mzXML
mzXML_data
142.NEG.mzXML
mzXML_data
142.POS.mzXML
mzXML_data
143.NEG.mzXML
mzXML_data
143.POS.mzXML
mzXML_data
144.NEG.mzXML
mzXML_data
144.POS.mzXML
mzXML_data
145.NEG.mzXML
mzXML_data
145.POS.mzXML
mzXML_data
146.NEG.mzXML
mzXML_data
146.POS.mzXML
mzXML_data
147.NEG.mzXML
mzXML_data
147.POS.mzXML
mzXML_data
148.NEG.mzXML
mzXML_data
148.POS.mzXML
mzXML_data
149.NEG.mzXML
mzXML_data
149.POS.mzXML
mzXML_data
15.NEG.mzXML
mzXML_data
15.POS.mzXML
mzXML_data
150.NEG.mzXML
mzXML_data
150.POS.mzXML
mzXML_data
151.NEG.mzXML
mzXML_data
151.POS.mzXML
mzXML_data
152.NEG.mzXML
mzXML_data
152.POS.mzXML
mzXML_data
153.NEG.mzXML
mzXML_data
153.POS.mzXML
mzXML_data
154.NEG.mzXML
mzXML_data
154.POS.mzXML
mzXML_data
155.NEG.mzXML
mzXML_data
155.POS.mzXML
mzXML_data
156.NEG.mzXML
mzXML_data
156.POS.mzXML
mzXML_data
157.NEG.mzXML
mzXML_data
157.POS.mzXML
mzXML_data
158.NEG.mzXML
mzXML_data
158.POS.mzXML
mzXML_data
159.NEG.mzXML
mzXML_data
159.POS.mzXML
mzXML_data
16.NEG.mzXML
mzXML_data
16.POS.mzXML
mzXML_data
160.NEG.mzXML
mzXML_data
160.POS.mzXML
mzXML_data
161.NEG.mzXML
mzXML_data
161.POS.mzXML
mzXML_data
162.NEG.mzXML
mzXML_data
162.POS.mzXML
mzXML_data
163.NEG.mzXML
mzXML_data
163.POS.mzXML
mzXML_data
164.NEG.mzXML
mzXML_data
164.POS.mzXML
mzXML_data
165.NEG.mzXML
mzXML_data
165.POS.mzXML
mzXML_data
166.NEG.mzXML
mzXML_data
166.POS.mzXML
mzXML_data
167.NEG.mzXML
mzXML_data
167.POS.mzXML
mzXML_data
168.NEG.mzXML
mzXML_data
168.POS.mzXML
mzXML_data
169.NEG.mzXML
mzXML_data
169.POS.mzXML
mzXML_data
17.NEG.mzXML
mzXML_data
17.POS.mzXML
mzXML_data
170.NEG.mzXML
mzXML_data
170.POS.mzXML
mzXML_data
171.NEG.mzXML
mzXML_data
171.POS.mzXML
mzXML_data
172.NEG.mzXML
mzXML_data
172.POS.mzXML
mzXML_data
173.NEG.mzXML
mzXML_data
173.POS.mzXML
mzXML_data
174.NEG.mzXML
mzXML_data
174.POS.mzXML
mzXML_data
175.NEG.mzXML
mzXML_data
175.POS.mzXML
mzXML_data
176.NEG.mzXML
mzXML_data
176.POS.mzXML
mzXML_data
177.NEG.mzXML
mzXML_data
177.POS.mzXML
mzXML_data
178.NEG.mzXML
mzXML_data
178.POS.mzXML
mzXML_data
179.NEG.mzXML
mzXML_data
179.POS.mzXML
mzXML_data
18.NEG.mzXML
mzXML_data
18.POS.mzXML
mzXML_data
180.NEG.mzXML
mzXML_data
180.POS.mzXML
mzXML_data
181.NEG.mzXML
mzXML_data
181.POS.mzXML
mzXML_data
182.NEG.mzXML
mzXML_data
182.POS.mzXML
mzXML_data
183.NEG.mzXML
mzXML_data
183.POS.mzXML
mzXML_data
184.NEG.mzXML
mzXML_data
184.POS.mzXML
mzXML_data
185.NEG.mzXML
mzXML_data
185.POS.mzXML
mzXML_data
186.NEG.mzXML
mzXML_data
186.POS.mzXML
mzXML_data
187.NEG.mzXML
mzXML_data
187.POS.mzXML
mzXML_data
188.NEG.mzXML
mzXML_data
188.POS.mzXML
mzXML_data
189.NEG.mzXML
mzXML_data
189.POS.mzXML
mzXML_data
19.NEG.mzXML
mzXML_data
19.POS.mzXML
mzXML_data
190.NEG.mzXML
mzXML_data
190.POS.mzXML
mzXML_data
191.NEG.mzXML
mzXML_data
191.POS.mzXML
mzXML_data
192.NEG.mzXML
mzXML_data
192.POS.mzXML
mzXML_data
193.NEG.mzXML
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85.NEG.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▋ | 2722/3150 [3:20:15<25:22,  3.56s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 86%|████████▋ | 2723/3150 [3:20:17<23:02,  3.24s/it]
 87%|████████▋ | 2726/3150 [3:20:17<12:17,  1.74s/it]
mzXML_data
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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1562 rows!
Extracted information for 1562 samples.
Processing  ST003529
Initiating REDU-table generation for AN005797
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ItaconateMetabolomics
XS_082721_010.mzML
ItaconateMetabolomics
XS_082721_011.mzML
ItaconateMetabolomics
XS_082721_012.mzML
ItaconateMetabolomics
XS_082721_013.mzML
ItaconateMetabolomics
XS_082721_014.mzML
ItaconateMetabolomics
XS_082721_015.mzML
ItaconateMetabolomics
XS_082721_016.mzML
ItaconateMetabolomics
XS_082721_017.mzML
ItaconateMetabolomics
XS_082721_018.mzML
ItaconateMetabolomics
XS_082721_019.mzML
ItaconateMetabolomics
XS_082721_020.mzML
ItaconateMetabolomics
XS_082721_021.mzML
ItaconateMetabolomics
XS_082721_022.mzML
ItaconateMetabolomics
XS_082721_023.mzML
ItaconateMetabolomics
XS_082721_024.mzML
ItaconateMetabolomics
XS_082721_025.mzML
ItaconateMetabolomics
XS_082721_026.mzML
ItaconateMetabolomics
XS_082721_027.mzML
ItaconateMetabolomics
XS_082721_028.mzML
ItaconateMetabolomics
XS_082721_029.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST001943
No raw data detected. Ignoring ST001943
Processing  ST000836
No raw data detected. Ignoring ST000836
Processing  ST000371
No raw data detected. Ignoring ST000371
Processing  ST001853
Initiating REDU-table generation for AN003001
Rest length is 56
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003002
Rest length is 56
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003003
Rest length is 56
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003004
Rest length is 56
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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P H-490_polar_pos.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 87%|████████▋ | 2727/3150 [3:20:23<18:21,  2.60s/it]
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hamster_mzmls
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P H-516_polar_pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 224 rows!
Extracted information for 224 samples.
Processing  ST002313
No raw data detected. Ignoring ST002313
Processing  ST001235
No raw data detected. Ignoring ST001235
Processing  ST002468
Initiating REDU-table generation for AN004024
Rest length is 131
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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MyDataFiles_New
211104_21_0024_DON_Heces_SOH_Ens01_Lipids_067.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 87%|████████▋ | 2730/3150 [3:20:26<13:10,  1.88s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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211111_21_0024_DON_Heces_SOH_Ens02_Lipids_018.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_019.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_021.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_022.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_023.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_024.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_025.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_028.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_029.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_030.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_031.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_032.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_033.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_035.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_036.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_037.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_040.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_041.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_042.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_043.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_044.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_045.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_046.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_048.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_049.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_052.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_053.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_054.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_055.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_056.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_057.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_058.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_059.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_061.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_064.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_065.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_066.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_067.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_068.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_069.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_070.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_071.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_072.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_076.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_077.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_078.mzML
MyDataFiles_New
211111_21_0024_DON_Heces_SOH_Ens02_Lipids_079.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 131 rows!
Extracted information for 131 samples.
Processing  ST002069
Initiating REDU-table generation for AN003378
Rest length is 24
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003379
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
blank1.mzXML
blank3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST001721
Initiating REDU-table generation for AN002804
Rest length is 47
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/94 [00:00<?, ?it/s]

Mapping potential matches:  29%|██▊       | 27/94 [00:00<00:00, 265.76it/s]

Mapping potential matches:  59%|█████▊    | 55/94 [00:00<00:00, 269.42it/s]

Mapping potential matches:  87%|████████▋ | 82/94 [00:00<00:00, 267.68it/s]
Mapping potential matches: 100%|██████████| 94/94 [00:00<00:00, 267.43it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002805
Rest length is 47
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/94 [00:00<?, ?it/s]

Mapping potential matches:  30%|██▉       | 28/94 [00:00<00:00, 271.22it/s]

Mapping potential matches:  60%|█████▉    | 56/94 [00:00<00:00, 273.29it/s]

Mapping potential matches:  89%|████████▉ | 84/94 [00:00<00:00, 272.57it/s]
Mapping potential matches: 100%|██████████| 94/94 [00:00<00:00, 272.44it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 87%|████████▋ | 2732/3150 [3:20:34<17:54,  2.57s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
QE_2018_Q2_0872_QC.mzML
QE_2018_Q2_0873_QC.mzML
QE_2018_Q2_0874_Sample.mzML
QE_2018_Q2_0875_Sample.mzML
QE_2018_Q2_0876_Sample.mzML
QE_2018_Q2_0877_Sample.mzML
QE_2018_Q2_0878_Sample.mzML
QE_2018_Q2_0879_Sample.mzML
QE_2018_Q2_0880_Sample.mzML
QE_2018_Q2_0881_Sample.mzML
QE_2018_Q2_0882_QC.mzML
QE_2018_Q2_0883_Sample.mzML
QE_2018_Q2_0884_Sample.mzML
QE_2018_Q2_0885_Sample.mzML
QE_2018_Q2_0886_Sample.mzML
QE_2018_Q2_0887_Sample.mzML
QE_2018_Q2_0888_Sample.mzML
QE_2018_Q2_0889_Sample.mzML
QE_2018_Q2_0890_Sample.mzML
QE_2018_Q2_0891_QC.mzML
QE_2018_Q2_0892_Sample.mzML
QE_2018_Q2_0893_Sample.mzML
QE_2018_Q2_0894_Sample.mzML
QE_2018_Q2_0895_Sample.mzML
QE_2018_Q2_0896_Sample.mzML
QE_2018_Q2_0897_Sample.mzML
QE_2018_Q2_0898_Sample.mzML
QE_2018_Q2_0899_Sample.mzML
QE_2018_Q2_0900_QC.mzML
QE_2018_Q2_0901_Sample.mzML
QE_2018_Q2_0902_Sample.mzML
QE_2018_Q2_0903_Sample.mzML
QE_2018_Q2_0904_Sample.mzML
QE_2018_Q2_0905_Sample.mzML
QE_2018_Q2_0906_Sample.mzML
QE_2018_Q2_0907_Sample.mzML
QE_2018_Q2_0908_Sample.mzML
QE_2018_Q2_0909_QC.mzML
QE_2018_Q2_0910_Sample.mzML
QE_2018_Q2_0911_Sample.mzML
QE_2018_Q2_0912_Sample.mzML
QE_2018_Q2_0913_Sample.mzML
QE_2018_Q2_0914_Sample.mzML
QE_2018_Q2_0915_Sample.mzML
QE_2018_Q2_0916_Sample.mzML
QE_2018_Q2_0917_Sample.mzML
QE_2018_Q2_0918_QC.mzML
QE_2018_Q2_0971_QC.mzML
QE_2018_Q2_0972_QC.mzML
QE_2018_Q2_0973_Sample.mzML
QE_2018_Q2_0974_Sample.mzML
QE_2018_Q2_0975_Sample.mzML
QE_2018_Q2_0976_Sample.mzML
QE_2018_Q2_0977_Sample.mzML
QE_2018_Q2_0978_Sample.mzML
QE_2018_Q2_0979_Sample.mzML
QE_2018_Q2_0980_Sample.mzML
QE_2018_Q2_0981_QC.mzML
QE_2018_Q2_0982_Sample.mzML
QE_2018_Q2_0983_Sample.mzML
QE_2018_Q2_0984_Sample.mzML
QE_2018_Q2_0985_Sample.mzML
QE_2018_Q2_0986_Sample.mzML
QE_2018_Q2_0987_Sample.mzML
QE_2018_Q2_0988_Sample.mzML
QE_2018_Q2_0989_Sample.mzML
QE_2018_Q2_0990_QC.mzML
QE_2018_Q2_0991_Sample.mzML
QE_2018_Q2_0992_Sample.mzML
QE_2018_Q2_0993_Sample.mzML
QE_2018_Q2_0994_Sample.mzML
QE_2018_Q2_0995_Sample.mzML
QE_2018_Q2_0996_Sample.mzML
QE_2018_Q2_0997_Sample.mzML
QE_2018_Q2_0998_Sample.mzML
QE_2018_Q2_0999_QC.mzML
QE_2018_Q2_1000_Sample.mzML
QE_2018_Q2_1001_Sample.mzML
QE_2018_Q2_1002_Sample.mzML
QE_2018_Q2_1003_Sample.mzML
QE_2018_Q2_1004_Sample.mzML
QE_2018_Q2_1005_Sample.mzML
QE_2018_Q2_1006_Sample.mzML
QE_2018_Q2_1007_Sample.mzML
QE_2018_Q2_1008_QC.mzML
QE_2018_Q2_1009_Sample.mzML
QE_2018_Q2_1010_Sample.mzML
QE_2018_Q2_1011_Sample.mzML
QE_2018_Q2_1012_Sample.mzML
QE_2018_Q2_1013_Sample.mzML
QE_2018_Q2_1014_Sample.mzML
QE_2018_Q2_1015_Sample.mzML
QE_2018_Q2_1016_Sample.mzML
QE_2018_Q2_1017_QC.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 94 rows!
Extracted information for 94 samples.
Processing  ST000894
No raw data detected. Ignoring ST000894
Processing  ST000111
No raw data detected. Ignoring ST000111
Processing  ST000244
Initiating REDU-table generation for AN000381
Rest length is 51
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/51 [00:00<?, ?it/s]

Mapping potential matches:  35%|███▌      | 18/51 [00:00<00:00, 170.53it/s]

Mapping potential matches:  71%|███████   | 36/51 [00:00<00:00, 173.08it/s]
Mapping potential matches: 100%|██████████| 51/51 [00:00<00:00, 172.73it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000382
Rest length is 51
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/51 [00:00<?, ?it/s]

Mapping potential matches:  35%|███▌      | 18/51 [00:00<00:00, 170.75it/s]

Mapping potential matches:  71%|███████   | 36/51 [00:00<00:00, 171.01it/s]
Mapping potential matches: 100%|██████████| 51/51 [00:00<00:00, 170.73it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 87%|████████▋ | 2735/3150 [3:20:37<13:14,  1.91s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 87%|████████▋ | 2737/3150 [3:20:39<11:07,  1.62s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 87%|████████▋ | 2738/3150 [3:20:41<11:38,  1.70s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 87%|████████▋ | 2740/3150 [3:20:43<09:57,  1.46s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000244
Data
raw files
neg
QE2_SBS_28_10[2241]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_11[2247]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_12[2234]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_13[2254]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_14[2270]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_19[2216]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_20[2253]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_21[2225]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_22[2219]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_23[2265]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_24[2243]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_25[2228]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_26[2245]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_27[2258]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_28[2214]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_28[2238]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_32[2223]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_33[2220]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_34[2267]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_35[2222]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_36[2229]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_37[2264]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_38[2257]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_39[2235]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_40[2256]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_41[2268]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_45[2246]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_46[2244]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_47[2242]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_48[2210]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_49[2226]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_50[2249]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_51[2205]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_52[2250]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_53[2221]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_54[2204]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_58[2274]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_59[2232]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_60[2217]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_61[2227]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_62[2255]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_63[2263]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_64[2212]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_65[2248]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_66[2271]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_67[2266]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_6[2233]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_71[2239]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_73[control2204dd]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_75[EMS2212dd]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_7[2261]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_8[2209]N.raw
ST000244
Data
raw files
neg
QE2_SBS_28_9[2228]N.raw
ST000244
Data
raw files
neg
QE2_sbs_28_74[EMS_treated2210dd]N.raw
ST000244
Data
raw files
pos
QE2_SBS_28_10[2241].raw
ST000244
Data
raw files
pos
QE2_SBS_28_11[2247].raw
ST000244
Data
raw files
pos
QE2_SBS_28_12[2234].raw
ST000244
Data
raw files
pos
QE2_SBS_28_13[2254].raw
ST000244
Data
raw files
pos
QE2_SBS_28_14[2270].raw
ST000244
Data
raw files
pos
QE2_SBS_28_19[2216].raw
ST000244
Data
raw files
pos
QE2_SBS_28_20[2253].raw
ST000244
Data
raw files
pos
QE2_SBS_28_21[2225].raw
ST000244
Data
raw files
pos
QE2_SBS_28_22[2219].raw
ST000244
Data
raw files
pos
QE2_SBS_28_23[2265].raw
ST000244
Data
raw files
pos
QE2_SBS_28_24[2243].raw
ST000244
Data
raw files
pos
QE2_SBS_28_25[2228].raw
ST000244
Data
raw files
pos
QE2_SBS_28_26[2245].raw
ST000244
Data
raw files
pos
QE2_SBS_28_27[2258].raw
ST000244
Data
raw files
pos
QE2_SBS_28_28[2214].raw
ST000244
Data
raw files
pos
QE2_SBS_28_28[2238].raw
ST000244
Data
raw files
pos
QE2_SBS_28_32[2223].raw
ST000244
Data
raw files
pos
QE2_SBS_28_33[2220].raw
ST000244
Data
raw files
pos
QE2_SBS_28_34[2267].raw
ST000244
Data
raw files
pos
QE2_SBS_28_35[2222].raw
ST000244
Data
raw files
pos
QE2_SBS_28_36[2229].raw
ST000244
Data
raw files
pos
QE2_SBS_28_37[2264].raw
ST000244
Data
raw files
pos
QE2_SBS_28_38[2257].raw
ST000244
Data
raw files
pos
QE2_SBS_28_39[2235].raw
ST000244
Data
raw files
pos
QE2_SBS_28_40[2256].raw
ST000244
Data
raw files
pos
QE2_SBS_28_41[2268].raw
ST000244
Data
raw files
pos
QE2_SBS_28_45[2246].raw
ST000244
Data
raw files
pos
QE2_SBS_28_46[2244].raw
ST000244
Data
raw files
pos
QE2_SBS_28_47[2242].raw
ST000244
Data
raw files
pos
QE2_SBS_28_48[2210].raw
ST000244
Data
raw files
pos
QE2_SBS_28_49[2226].raw
ST000244
Data
raw files
pos
QE2_SBS_28_50[2249].raw
ST000244
Data
raw files
pos
QE2_SBS_28_51[2205].raw
ST000244
Data
raw files
pos
QE2_SBS_28_52[2250].raw
ST000244
Data
raw files
pos
QE2_SBS_28_53[2221].raw
ST000244
Data
raw files
pos
QE2_SBS_28_54[2204].raw
ST000244
Data
raw files
pos
QE2_SBS_28_58[2274].raw
ST000244
Data
raw files
pos
QE2_SBS_28_59[2232].raw
ST000244
Data
raw files
pos
QE2_SBS_28_60[2217].raw
ST000244
Data
raw files
pos
QE2_SBS_28_61[2227].raw
ST000244
Data
raw files
pos
QE2_SBS_28_62[2255].raw
ST000244
Data
raw files
pos
QE2_SBS_28_63[2263].raw
ST000244
Data
raw files
pos
QE2_SBS_28_64[2212].raw
ST000244
Data
raw files
pos
QE2_SBS_28_65[2248].raw
ST000244
Data
raw files
pos
QE2_SBS_28_66[2271].raw
ST000244
Data
raw files
pos
QE2_SBS_28_67[2266].raw
ST000244
Data
raw files
pos
QE2_SBS_28_6[2233].raw
ST000244
Data
raw files
pos
QE2_SBS_28_71[2239].raw
ST000244
Data
raw files
pos
QE2_SBS_28_73[control2204dd].raw
ST000244
Data
raw files
pos
QE2_SBS_28_75[EMS2212dd].raw
ST000244
Data
raw files
pos
QE2_SBS_28_7[2261].raw
ST000244
Data
raw files
pos
QE2_SBS_28_8[2209].raw
ST000244
Data
raw files
pos
QE2_SBS_28_9[2228].raw
ST000244
Data
raw files
pos
QE2_sbs_28_74[EMS_treated2210dd].raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!
Extracted information for 108 samples.
Processing  ST000455
No raw data detected. Ignoring ST000455
Processing  ST001877
Initiating REDU-table generation for AN003080
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
GRASP55
RA-1.raw
GRASP55
RA-2.raw
GRASP55
RA-3.raw
GRASP55
RA-7.raw
GRASP55
RA-8.raw
GRASP55
RA-9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002609
Initiating REDU-table generation for AN004281
Rest length is 78
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MoTrPAC_lung_pass1b_pos_V1-20200828.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST000431
No raw data detected. Ignoring ST000431
Processing  ST003199
Initiating REDU-table generation for AN005249
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
S209A_01.mzML
S209A_02.mzML
S209A_04.mzML
WT_01.mzML
WT_03.mzML
WT_05.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000120
No raw data detected. Ignoring ST000120
Processing  ST002880
Initiating REDU-table generation for AN004719
Rest length is 72
raw file key found.
Initiating REDU-table generation for AN004720
Rest length is 72
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DOIDCommonName:
  intermittent hypoxia: missing value
C30_PlantLipidome_H1_neg1_BR1.mzML
C30_PlantLipidome_H1_neg1_BR2.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 87%|████████▋ | 2742/3150 [3:22:44<2:23:01, 21.03s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 87%|████████▋ | 2743/3150 [3:22:46<1:58:00, 17.40s/it]
 87%|████████▋ | 2747/3150 [3:22:46<55:52,  8.32s/it]  
 87%|████████▋ | 2747/3150 [3:23:04<55:52,  8.32s/it]
C30_PlantLipidome_H1_neg2_BR1.mzML
C30_PlantLipidome_H1_neg2_BR2.mzML
C30_PlantLipidome_H1_pos1_BR1.mzML
C30_PlantLipidome_H1_pos1_BR2.mzML
C30_PlantLipidome_H1_pos2_BR1.mzML
C30_PlantLipidome_H1_pos2_BR2.mzML
C30_PlantLipidome_H2_neg1_BR1.mzML
C30_PlantLipidome_H2_neg1_BR2.mzML
C30_PlantLipidome_H2_neg2_BR1.mzML
C30_PlantLipidome_H2_neg2_BR2.mzML
C30_PlantLipidome_H2_pos1_BR1.mzML
C30_PlantLipidome_H2_pos1_BR2.mzML
C30_PlantLipidome_H2_pos2_BR1.mzML
C30_PlantLipidome_H2_pos2_BR2.mzML
C30_PlantLipidome_H3_neg1_BR1.mzML
C30_PlantLipidome_H3_neg1_BR2.mzML
C30_PlantLipidome_H3_neg2_BR1.mzML
C30_PlantLipidome_H3_neg2_BR2.mzML
C30_PlantLipidome_H3_pos1_BR1.mzML
C30_PlantLipidome_H3_pos1_BR2.mzML
C30_PlantLipidome_H3_pos2_BR1.mzML
C30_PlantLipidome_H3_pos2_BR2.mzML
C30_PlantLipidome_H4_neg1_BR1.mzML
C30_PlantLipidome_H4_neg1_BR2.mzML
C30_PlantLipidome_H4_neg2_BR1.mzML
C30_PlantLipidome_H4_neg2_BR2.mzML
C30_PlantLipidome_H4_pos1_BR1.mzML
C30_PlantLipidome_H4_pos1_BR2.mzML
C30_PlantLipidome_H4_pos2_BR1.mzML
C30_PlantLipidome_H4_pos2_BR2.mzML
C30_PlantLipidome_H5_neg1_BR1.mzML
C30_PlantLipidome_H5_neg1_BR2.mzML
C30_PlantLipidome_H5_neg2_BR1.mzML
C30_PlantLipidome_H5_neg2_BR2.mzML
C30_PlantLipidome_H5_pos1_BR1.mzML
C30_PlantLipidome_H5_pos1_BR2.mzML
C30_PlantLipidome_H5_pos2_BR1.mzML
C30_PlantLipidome_H5_pos2_BR2.mzML
C30_PlantLipidome_H6_neg1_BR1.mzML
C30_PlantLipidome_H6_neg1_BR2.mzML
C30_PlantLipidome_H6_neg2_BR1.mzML
C30_PlantLipidome_H6_neg2_BR2.mzML
C30_PlantLipidome_H6_pos1_BR1.mzML
C30_PlantLipidome_H6_pos1_BR2.mzML
C30_PlantLipidome_H6_pos2_BR1.mzML
C30_PlantLipidome_H6_pos2_BR2.mzML
C30_PlantLipidome_H7_neg1_BR1.mzML
C30_PlantLipidome_H7_neg1_BR2.mzML
C30_PlantLipidome_H7_neg2_BR1.mzML
C30_PlantLipidome_H7_neg2_BR2.mzML
C30_PlantLipidome_H7_pos1_BR1.mzML
C30_PlantLipidome_H7_pos1_BR2.mzML
C30_PlantLipidome_H7_pos2_BR1.mzML
C30_PlantLipidome_H7_pos2_BR2.mzML
C30_PlantLipidome_H8_neg1_BR1.mzML
C30_PlantLipidome_H8_neg1_BR2.mzML
C30_PlantLipidome_H8_neg2_BR1.mzML
C30_PlantLipidome_H8_neg2_BR2.mzML
C30_PlantLipidome_H8_pos1_BR1.mzML
C30_PlantLipidome_H8_pos1_BR2.mzML
C30_PlantLipidome_H8_pos2_BR1.mzML
C30_PlantLipidome_H8_pos2_BR2.mzML
C30_PlantLipidome_H9_neg1_BR1.mzML
C30_PlantLipidome_H9_neg1_BR2.mzML
C30_PlantLipidome_H9_neg2_BR1.mzML
C30_PlantLipidome_H9_neg2_BR2.mzML
C30_PlantLipidome_H9_pos1_BR1.mzML
C30_PlantLipidome_H9_pos1_BR2.mzML
C30_PlantLipidome_H9_pos2_BR1.mzML
C30_PlantLipidome_H9_pos2_BR2.mzML
C30_PlantLipidome_K1_neg1_BR1.mzML
C30_PlantLipidome_K1_neg1_BR2.mzML
C30_PlantLipidome_K1_neg2_BR1.mzML
C30_PlantLipidome_K1_neg2_BR2.mzML
C30_PlantLipidome_K1_pos1_BR1.mzML
C30_PlantLipidome_K1_pos1_BR2.mzML
C30_PlantLipidome_K1_pos2_BR1.mzML
C30_PlantLipidome_K1_pos2_BR2.mzML
C30_PlantLipidome_K2_neg1_BR1.mzML
C30_PlantLipidome_K2_neg1_BR2.mzML
C30_PlantLipidome_K2_neg2_BR1.mzML
C30_PlantLipidome_K2_neg2_BR2.mzML
C30_PlantLipidome_K2_pos1_BR1.mzML
C30_PlantLipidome_K2_pos1_BR2.mzML
C30_PlantLipidome_K2_pos2_BR1.mzML
C30_PlantLipidome_K2_pos2_BR2.mzML
C30_PlantLipidome_K3_neg1_BR1.mzML
C30_PlantLipidome_K3_neg1_BR2.mzML
C30_PlantLipidome_K3_neg2_BR1.mzML
C30_PlantLipidome_K3_neg2_BR2.mzML
C30_PlantLipidome_K3_pos1_BR1.mzML
C30_PlantLipidome_K3_pos1_BR2.mzML
C30_PlantLipidome_K3_pos2_BR1.mzML
C30_PlantLipidome_K3_pos2_BR2.mzML
C30_PlantLipidome_K4_neg1_BR1.mzML
C30_PlantLipidome_K4_neg1_BR2.mzML
C30_PlantLipidome_K4_neg2_BR1.mzML
C30_PlantLipidome_K4_neg2_BR2.mzML
C30_PlantLipidome_K4_pos1_BR1.mzML
C30_PlantLipidome_K4_pos1_BR2.mzML
C30_PlantLipidome_K4_pos2_BR1.mzML
C30_PlantLipidome_K4_pos2_BR2.mzML
C30_PlantLipidome_K5_neg1_BR1.mzML
C30_PlantLipidome_K5_neg1_BR2.mzML
C30_PlantLipidome_K5_neg2_BR1.mzML
C30_PlantLipidome_K5_neg2_BR2.mzML
C30_PlantLipidome_K5_pos1_BR1.mzML
C30_PlantLipidome_K5_pos1_BR2.mzML
C30_PlantLipidome_K5_pos2_BR1.mzML
C30_PlantLipidome_K5_pos2_BR2.mzML
C30_PlantLipidome_K6_neg1_BR1.mzML
C30_PlantLipidome_K6_neg1_BR2.mzML
C30_PlantLipidome_K6_neg2_BR1.mzML
C30_PlantLipidome_K6_neg2_BR2.mzML
C30_PlantLipidome_K6_pos1_BR1.mzML
C30_PlantLipidome_K6_pos1_BR2.mzML
C30_PlantLipidome_K6_pos2_BR1.mzML
C30_PlantLipidome_K6_pos2_BR2.mzML
C30_PlantLipidome_K7_neg1_BR1.mzML
C30_PlantLipidome_K7_neg1_BR2.mzML
C30_PlantLipidome_K7_neg2_BR1.mzML
C30_PlantLipidome_K7_neg2_BR2.mzML
C30_PlantLipidome_K7_pos1_BR1.mzML
C30_PlantLipidome_K7_pos1_BR2.mzML
C30_PlantLipidome_K7_pos2_BR1.mzML
C30_PlantLipidome_K7_pos2_BR2.mzML
C30_PlantLipidome_K8_neg1_BR1.mzML
C30_PlantLipidome_K8_neg1_BR2.mzML
C30_PlantLipidome_K8_neg2_BR1.mzML
C30_PlantLipidome_K8_neg2_BR2.mzML
C30_PlantLipidome_K8_pos1_BR1.mzML
C30_PlantLipidome_K8_pos1_BR2.mzML
C30_PlantLipidome_K8_pos2_BR1.mzML
C30_PlantLipidome_K8_pos2_BR2.mzML
C30_PlantLipidome_K9_neg1_BR1.mzML
C30_PlantLipidome_K9_neg1_BR2.mzML
C30_PlantLipidome_K9_neg2_BR1.mzML
C30_PlantLipidome_K9_neg2_BR2.mzML
C30_PlantLipidome_K9_pos1_BR1.mzML
C30_PlantLipidome_K9_pos1_BR2.mzML
C30_PlantLipidome_K9_pos2_BR1.mzML
C30_PlantLipidome_K9_pos2_BR2.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 144 rows!
Extracted information for 144 samples.
Processing  ST002147
Initiating REDU-table generation for AN003516
Rest length is 26
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Welhaven_bonemarrow_17.mzML
Welhaven_bonemarrow_18.mzML
Welhaven_bonemarrow_19.mzML
Welhaven_bonemarrow_20.mzML
Welhaven_bonemarrow_21.mzML
Welhaven_bonemarrow_22.mzML
Welhaven_bonemarrow_23.mzML
Welhaven_bonemarrow_24.mzML
Welhaven_bonemarrow_25.mzML
Welhaven_bonemarrow_26.mzML
Welhaven_isolatedbone_1.mzML
Welhaven_isolatedbone_2.mzML
Welhaven_isolatedbone_3.mzML
Welhaven_isolatedbone_4.mzML
Welhaven_isolatedbone_5.mzML
Welhaven_isolatedbone_7.mzML
Welhaven_isolatedbone_8.mzML
Welhaven_wholebone_10.mzML
Welhaven_wholebone_11.mzML
Welhaven_wholebone_12.mzML
Welhaven_wholebone_13.mzML
Welhaven_wholebone_14.mzML
Welhaven_wholebone_15.mzML
Welhaven_wholebone_16.mzML
Welhaven_wholebone_9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 25 rows!
Extracted information for 25 samples.
Processing  ST001083
No raw data detected. Ignoring ST001083
Processing  ST001271
No raw data detected. Ignoring ST001271
Processing  ST001008
No raw data detected. Ignoring ST001008
Processing  ST002293
No raw data detected. Ignoring ST002293
Processing  ST002008
Initiating REDU-table generation for AN003271
Rest length is 433
raw file key found.
Initiating REDU-table generation for AN003272
Rest length is 433
raw file key found.
Initiating REDU-table generation for AN003273
Rest length is 433
raw file key found.
Initiating REDU-table generation for AN003274
Rest length is 433
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
mzXMLs_cyano
200612_Blk_GBTFate1MBlk-IS_A.mzXML
mzXMLs_cyano
200612_Blk_GBTFate1MBlk-IS_B.mzXML
mzXMLs_cyano
200612_Blk_GBTFate1MBlk-pos_A.mzXML
mzXMLs_cyano
200612_Blk_GBTFate1MBlk-pos_B.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT-Full_DDApos20.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT-Full_DDApos35.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT-Full_DDApos50.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Full1.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Full2.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Full3.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Full4.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Full5.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Half1.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Half2.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Half3.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Half4.mzXML
mzXMLs_cyano
200612_Poo_TruePooGBT_Half5.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT0-IS_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT0-IS_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT0-IS_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT0-pos_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT0-pos_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT0-pos_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT12-IS_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT12-IS_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT12-IS_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT12-pos_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT12-pos_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT12-pos_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT36-IS_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT36-IS_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT36-IS_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT36-pos_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT36-pos_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT36-pos_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT4-IS_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT4-IS_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT4-IS_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT4-pos_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT4-pos_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT4-pos_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT50-IS_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT50-IS_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT50-IS_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT50-pos_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT50-pos_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT50-pos_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT8-IS_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT8-IS_B.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT8-IS_C.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT8-pos_A.mzXML
mzXMLs_cyano
200612_Smp_GBTFate1MT8-pos_B.mzXML
mzXMLs_cyano
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200605_Smp_GBTFate2MTlong-neg_B.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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mzXMLs_neg
200605_Smp_GBTFate2MTlong-neg_C.mzXML
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mzXMLs_pos
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mzXMLs_pos
200605_Std_4uMStdsMix1InMatrix_2.mzXML
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200605_Std_4uMStdsMix2InH2O_1.mzXML
mzXMLs_pos
200605_Std_4uMStdsMix2InH2O_2.mzXML
mzXMLs_pos
200605_Std_4uMStdsMix2InMatrix_1.mzXML
mzXMLs_pos
200605_Std_4uMStdsMix2InMatrix_2.mzXML
mzXMLs_pos
200605_Std_H2OinMatrix_1.mzXML
mzXMLs_pos
200605_Std_H2OinMatrix_2.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 302
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002269
Initiating REDU-table generation for AN003706
Rest length is 174
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003707
Rest length is 174
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003708
Rest length is 174
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003709
Rest length is 174
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
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KIT3-0-1212_1036510718_56_0_1_1_00_1036509291.raw
KIT3-0-1212_1036510718_57_0_1_1_00_1036509373.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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KIT3-0-1212_1036511310_03_0_1_1_00_1036510446.raw
KIT3-0-1212_1036511310_04_0_1_1_00_1036510529.raw
KIT3-0-1212_1036511310_05_0_1_1_00_1036510601.raw
KIT3-0-1212_1036511310_15_0_1_1_00_1036510451.raw
KIT3-0-1212_1036511310_16_0_1_1_00_1036510533.raw
KIT3-0-1212_1036511310_27_0_1_1_00_1036510465.raw
KIT3-0-1212_1036511310_28_0_1_1_00_1036510548.raw
KIT3-0-1212_1036511310_29_0_1_1_00_1036510621.raw
KIT3-0-1212_1036511310_39_0_1_1_00_1036510470.raw
KIT3-0-1212_1036511310_40_0_1_1_00_1036510552.raw
KIT3-0-1212_1036511310_41_0_1_1_00_1036510635.raw
KIT3-0-1212_1036511310_51_0_1_1_00_1036510484.raw
KIT3-0-1212_1036511310_52_0_1_1_00_1036510567.raw
KIT3-0-1212_1036511310_63_0_1_1_00_1036510499.raw
KIT3-0-1212_1036511310_64_0_1_1_00_1036510571.raw
KIT3-0-1212_1036511310_65_0_1_1_00_1036510654.raw
KIT3-0-1212_1036511310_72_0_1_1_00_1036503021.raw
KIT3-0-1212_1036511310_74_0_1_1_00_1036510427.raw
KIT3-0-1212_1036511310_75_0_1_1_00_1036510500.raw
KIT3-0-1212_1036511310_76_0_1_1_00_1036510586.raw
KIT3-0-1212_1036511310_77_0_1_1_00_1036510669.raw
KIT3-0-1212_1036511310_84_0_1_1_00_1036503021.raw
KIT3-0-1212_1036511310_86_0_1_1_00_1036510431.raw
KIT3-0-1212_1036511310_87_0_1_1_00_1036510514.raw
KIT3-0-1212_1036511310_88_0_1_1_00_1036510591.raw
KIT3-0-1212_1036511310_89_0_1_1_00_1036510673.raw
KIT3-0-1212_1036511310_96_0_1_1_00_1036503021.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 669 rows!
Extracted information for 669 samples.
Processing  ST002461
No raw data detected. Ignoring ST002461
Processing  ST000037
No raw data detected. Ignoring ST000037
Processing  ST001940
No raw data detected. Ignoring ST001940
Processing  ST000163
Initiating REDU-table generation for AN000255
Rest length is 300
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000163
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MetabNet_data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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ST000163
MetabNet_data
50marmosets_MS_data
VT_120307_102.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 300 rows!
Extracted information for 300 samples.
Processing  ST000932
No raw data detected. Ignoring ST000932
Processing  ST002507
Initiating REDU-table generation for AN004129
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Isotopic_labeling_time_course_Fig4_Suppl_Fig3
Time-course_120mins_biological_independent1.raw
Isotopic_labeling_time_course_Fig4_Suppl_Fig3
Time-course_120mins_biological_independent2.raw
Isotopic_labeling_time_course_Fig4_Suppl_Fig3
Time-course_15mins_biological_independent1.raw
Isotopic_labeling_time_course_Fig4_Suppl_Fig3
Time-course_15mins_biological_independent2.raw
Isotopic_labeling_time_course_Fig4_Suppl_Fig3
Time-course_30mins_biological_independent1.raw
Isotopic_labeling_time_course_Fig4_Suppl_Fig3
Time-course_30mins_biological_independent2.raw
Isotopic_labeling_time_course_Fig4_Suppl_Fig3
Time-course_60mins_biological_independent1.raw
Isotopic_labeling_time_course_Fig4_Suppl_Fig3
Time-course_60mins_biological_independent2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST001718
No raw data detected. Ignoring ST001718
Processing  ST003056
No raw data detected. Ignoring ST003056
Processing  ST000564
Initiating REDU-table generation for AN000866
Rest length is 6
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/8 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 8/8 [00:00<00:00, 923.86it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000867
Rest length is 6
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/8 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 8/8 [00:00<00:00, 932.61it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2758/3150 [3:29:20<1:42:01, 15.62s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2760/3150 [3:29:22<1:17:44, 11.96s/it]
 88%|████████▊ | 2761/3150 [3:29:25<1:08:32, 10.57s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2762/3150 [3:29:27<58:23,  9.03s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2763/3150 [3:29:30<49:21,  7.65s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000564
Stewart_006f8_3e89f
Data
raw_files
neg
QE2_SBS_16_10[Control26_Day]n.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
neg
QE2_SBS_16_11[Control18_Day]n.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
neg
QE2_SBS_16_6[Control16_Day]n.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
neg
QE2_SBS_16_6[Control16_DayddMS2]n.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
neg
QE2_SBS_16_7[Control22_Day]n.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
neg
QE2_SBS_16_8[Control40_Day]n.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
neg
QE2_SBS_16_9[Control14_Day]n.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
pos
QE2_SBS_16_10[Control26_Day]p.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
pos
QE2_SBS_16_11[Control16_DayddMS2]p.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
pos
QE2_SBS_16_11[Control18_Day]p.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
pos
QE2_SBS_16_6[Control16_Day]p.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
pos
QE2_SBS_16_6[acn_rinse]n.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
pos
QE2_SBS_16_7[Control22_Day]p.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
pos
QE2_SBS_16_8[Control40_Day]p.mzXML
ST000564
Stewart_006f8_3e89f
Data
raw_files
pos
QE2_SBS_16_9[Control14_Day]p.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST002848
No raw data detected. Ignoring ST002848
Processing  ST003089
Initiating REDU-table generation for AN005052
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN005053
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP818.raw
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP819.raw
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP820.raw
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP821.raw
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP822.raw
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP823.raw
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP824.raw
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP838.raw
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP839.raw
20210325_QEF1_HILIC_CSFuntargeted_IROAcomp_BP840.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST002832
Initiating REDU-table generation for AN004625
Rest length is 402
Adding raw data not present in REST for sample Pos_1'' named Pos_1''.raw
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN004626
Rest length is 402
Adding raw data not present in REST for sample Pos_1'' named Pos_1''.raw
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST002619
Initiating REDU-table generation for AN004291
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MoTrPAC_pass1b_BAT_pos_V1-20200828.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST001768
Initiating REDU-table generation for AN002875
Rest length is 14
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20201009_QEF1_HILIC_liver_kidney_BP419.raw
20201009_QEF1_HILIC_liver_kidney_BP420.raw
20201009_QEF1_HILIC_liver_kidney_BP421.raw
20201009_QEF1_HILIC_liver_kidney_BP422.raw
20201009_QEF1_HILIC_liver_kidney_BP423.raw
20201009_QEF1_HILIC_liver_kidney_BP424.raw
20201009_QEF1_HILIC_liver_kidney_BP431_pool1x_a.raw
20201009_QEF1_HILIC_liver_kidney_BP431_pool1x_b.raw
20201009_QEF1_HILIC_liver_kidney_BP431_pool1x_c.raw
20201009_QEF1_HILIC_liver_kidney_BP432_pool03.raw
20201009_QEF1_HILIC_liver_kidney_BP433_pool01x.raw
20201009_QEF1_HILIC_liver_kidney_BP433_pool01x_a.raw
20201009_QEF1_HILIC_liver_kidney_BP_blank_start1_20201010100637.raw
20201009_QEF1_HILIC_liver_kidney_BP_blank_start2_20201010103707.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST000525
No raw data detected. Ignoring ST000525
Processing  ST001117
No raw data detected. Ignoring ST001117
Processing  ST003292
Initiating REDU-table generation for AN005391
Rest length is 179
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS Data mzML
20200812_7998.mzML
MS Data mzML
20200812_7999.mzML
MS Data mzML
20200812_8000.mzML
MS Data mzML
20200812_8001.mzML
MS Data mzML
20200812_8002.mzML
MS Data mzML
20200812_8004.mzML
MS Data mzML
20200812_8006.mzML
MS Data mzML
20200812_8008.mzML
MS Data mzML
20200901_8010.mzML
MS Data mzML
20200901_8012.mzML
MS Data mzML
20200901_8014.mzML
MS Data mzML
20200901_8016.mzML
MS Data mzML
20200917_8018.mzML
MS Data mzML
20200917_8020.mzML
MS Data mzML
20200917_8022.mzML
MS Data mzML
20200917_8024.mzML
MS Data mzML
20200923_8026.mzML
MS Data mzML
20200923_8028.mzML
MS Data mzML
20200923_8030.mzML
MS Data mzML
20200923_8032.mzML
MS Data mzML
20201112_8034.mzML
MS Data mzML
20201112_8036.mzML
MS Data mzML
20201112_8038.mzML
MS Data mzML
20201112_8040.mzML
MS Data mzML
20210706_V1868.mzML
MS Data mzML
20210706_V1869.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2766/3150 [3:29:33<28:58,  4.53s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2768/3150 [3:29:36<22:57,  3.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2770/3150 [3:29:38<18:08,  2.87s/it]
MS Data mzML
20210706_V1870.mzML
MS Data mzML
20210804_8300.mzML
MS Data mzML
20210804_8302.mzML
MS Data mzML
20210804_8304.mzML
MS Data mzML
20210804_8306.mzML
MS Data mzML
20210804_8308.mzML
MS Data mzML
20210804_8310.mzML
MS Data mzML
20210804_8312.mzML
MS Data mzML
20210804_8314.mzML
MS Data mzML
20210812_V2000.mzML
MS Data mzML
20210812_V2001.mzML
MS Data mzML
20210812_V2002.mzML
MS Data mzML
20210812_V2003.mzML
MS Data mzML
20210812_V2004.mzML
MS Data mzML
20210812_V2005.mzML
MS Data mzML
20210812_V2006.mzML
MS Data mzML
20210906_V2015.mzML
MS Data mzML
20210906_V2016.mzML
MS Data mzML
20210906_V2017.mzML
MS Data mzML
20210906_V2018.mzML
MS Data mzML
20210906_V2019.mzML
MS Data mzML
20210906_V2020.mzML
MS Data mzML
20210906_V2030.mzML
MS Data mzML
20210906_V2031.mzML
MS Data mzML
20210906_V2032.mzML
MS Data mzML
20210906_V2033.mzML
MS Data mzML
20210906_V2038.mzML
MS Data mzML
20210906_V2039.mzML
MS Data mzML
20210906_V2040.mzML
MS Data mzML
20210906_V2041.mzML
MS Data mzML
20210914_V2042.mzML
MS Data mzML
20210914_V2043.mzML
MS Data mzML
20210914_V2044.mzML
MS Data mzML
20210914_V2045.mzML
MS Data mzML
20210914_V2046.mzML
MS Data mzML
20210914_V2047.mzML
MS Data mzML
20210914_V2048.mzML
MS Data mzML
20210914_V2049.mzML
MS Data mzML
20211001_8336.mzML
MS Data mzML
20211001_8337.mzML
MS Data mzML
20211001_8338.mzML
MS Data mzML
20211001_8339.mzML
MS Data mzML
20211001_V2054.mzML
MS Data mzML
20211001_V2055.mzML
MS Data mzML
20211001_V2056.mzML
MS Data mzML
20211001_V2057.mzML
MS Data mzML
20211004_V2058.mzML
MS Data mzML
20211004_V2059.mzML
MS Data mzML
20211004_V2060.mzML
MS Data mzML
20211004_V2061.mzML
MS Data mzML
20211004_V2062.mzML
MS Data mzML
20211004_V2064.mzML
MS Data mzML
20211004_V2065.mzML
MS Data mzML
20211004_V2066.mzML
MS Data mzML
20211004_V2067.mzML
MS Data mzML
20211004_V2068.mzML
MS Data mzML
20211004_V2069.mzML
MS Data mzML
20211012_V2101.mzML
MS Data mzML
20211012_V2102.mzML
MS Data mzML
20211012_V2103.mzML
MS Data mzML
20211012_V2104.mzML
MS Data mzML
20211103_V2107.mzML
MS Data mzML
20211103_V2108.mzML
MS Data mzML
20211103_V2109.mzML
MS Data mzML
20211103_V2110.mzML
MS Data mzML
20211103_V2111.mzML
MS Data mzML
20211103_V2112.mzML
MS Data mzML
20211103_V2113.mzML
MS Data mzML
20211103_V2114.mzML
MS Data mzML
20211209_V2375.mzML
MS Data mzML
20211209_V2376.mzML
MS Data mzML
20211209_V2377.mzML
MS Data mzML
20211209_V2378.mzML
MS Data mzML
20211209_V2379.mzML
MS Data mzML
20211209_V2380.mzML
MS Data mzML
20211209_V2381.mzML
MS Data mzML
20211209_V2382.mzML
MS Data mzML
20211209_V2383.mzML
MS Data mzML
20211209_V2384.mzML
MS Data mzML
20211209_V2385.mzML
MS Data mzML
20211209_V2386.mzML
MS Data mzML
20211209_V2387.mzML
MS Data mzML
20211209_V2388.mzML
MS Data mzML
20211209_V2389.mzML
MS Data mzML
20211209_V2390.mzML
MS Data mzML
20211209_V2391.mzML
MS Data mzML
20211209_V2392.mzML
MS Data mzML
20211209_V2393.mzML
MS Data mzML
20211209_V2394.mzML
MS Data mzML
20220727_V2750.mzML
MS Data mzML
20220727_V2751.mzML
MS Data mzML
20220727_V2752.mzML
MS Data mzML
20220727_V2753.mzML
MS Data mzML
20220727_V2754.mzML
MS Data mzML
20220727_V2755.mzML
MS Data mzML
20220727_V2756.mzML
MS Data mzML
20220727_V2757.mzML
MS Data mzML
20220902_V2758.mzML
MS Data mzML
20220902_V2759.mzML
MS Data mzML
20220902_V2760.mzML
MS Data mzML
20220902_V2761.mzML
MS Data mzML
20220902_V2762.mzML
MS Data mzML
20220902_V2763.mzML
MS Data mzML
20220902_V2764.mzML
MS Data mzML
20220902_V2765.mzML
MS Data mzML
20220902_V2820.mzML
MS Data mzML
20220902_V2821.mzML
MS Data mzML
20220902_V2822.mzML
MS Data mzML
20220902_V2823.mzML
MS Data mzML
20220902_V2824.mzML
MS Data mzML
20220902_V2825.mzML
MS Data mzML
20220902_V2826.mzML
MS Data mzML
20220902_V2827.mzML
MS Data mzML
20220907_V2828.mzML
MS Data mzML
20220907_V2829.mzML
MS Data mzML
20220907_V2830.mzML
MS Data mzML
20220907_V2831.mzML
MS Data mzML
20220907_V2832.mzML
MS Data mzML
20220907_V2833.mzML
MS Data mzML
20220907_V2834.mzML
MS Data mzML
20220907_V2835.mzML
MS Data mzML
20220922_V2836.mzML
MS Data mzML
20220922_V2837.mzML
MS Data mzML
20220922_V2838.mzML
MS Data mzML
20220922_V2839.mzML
MS Data mzML
20220922_V2840.mzML
MS Data mzML
20220922_V2841.mzML
MS Data mzML
20220922_V2842.mzML
MS Data mzML
20220922_V2843.mzML
MS Data mzML
20221010_V2844.mzML
MS Data mzML
20221010_V2845.mzML
MS Data mzML
20221010_V2846.mzML
MS Data mzML
20221010_V2847.mzML
MS Data mzML
20221010_V2848.mzML
MS Data mzML
20221010_V2849.mzML
MS Data mzML
20221010_V2850.mzML
MS Data mzML
20221010_V2851.mzML
MS Data mzML
20221020_V2852.mzML
MS Data mzML
20221020_V2853.mzML
MS Data mzML
20221020_V2854.mzML
MS Data mzML
20221020_V2855.mzML
MS Data mzML
20221020_V2856.mzML
MS Data mzML
20221020_V2857.mzML
MS Data mzML
20221020_V2858.mzML
MS Data mzML
20221020_V2859.mzML
MS Data mzML
20221106_V2860.mzML
MS Data mzML
20221106_V2861.mzML
MS Data mzML
20221106_V2863.mzML
MS Data mzML
20221106_V2864.mzML
MS Data mzML
20221106_V2865.mzML
MS Data mzML
20221106_V2866.mzML
MS Data mzML
20221106_V2867.mzML
MS Data mzML
20221118_V2868.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 179 rows!
Extracted information for 179 samples.
Processing  ST001467
No raw data detected. Ignoring ST001467
Processing  ST002058
Initiating REDU-table generation for AN003350
Rest length is 32
raw file key found.
Initiating REDU-table generation for AN003351
Rest length is 32
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
210103 lung and SkM
4T1-15_R11-.mzXML
210103 lung and SkM
4T1-17_R4-.mzXML
210103 lung and SkM
4T1-19_R15-.mzXML
210103 lung and SkM
4T1-1_R7-.mzXML
210103 lung and SkM
4T1-21_R22-.mzXML
210103 lung and SkM
4T1-25_R16-.mzXML
210103 lung and SkM
4T1-27_R18-.mzXML
210103 lung and SkM
CTL-11_R21-.mzXML
210103 lung and SkM
CTL-12_R14-.mzXML
210103 lung and SkM
CTL-1_R23-.mzXML
210103 lung and SkM
CTL-3_R6-.mzXML
210103 lung and SkM
CTL-4_R20-.mzXML
210103 lung and SkM
CTL-5_R2-.mzXML
210103 lung and SkM
CTL-7_R3-.mzXML
210103 lung and SkM
CTL-8_R13-.mzXML
210103 lung and SkM
CTL-9_R1-.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST002758
No raw data detected. Ignoring ST002758
Processing  ST002160
Initiating REDU-table generation for AN003539
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
m22-L060-KO-1-FullMS-4ul.raw
m22-L060-KO-2-FullMS-4ul.raw
m22-L060-KO-3-FullMS-4ul.raw
m22-L060-QC-FullMS-4ul-Inj1.raw
m22-L060-QC-FullMS-4ul-Inj2.raw
m22-L060-QC-FullMS-4ul-Inj3.raw
m22-L060-WT-1-FullMS-4ul.raw
m22-L060-WT-2-FullMS-4ul.raw
m22-L060-WT-3-FullMS-4ul.raw
m22-L060-WT-4-FullMS-4ul.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST002182
No raw data detected. Ignoring ST002182
Processing  ST001081
No raw data detected. Ignoring ST001081
Processing  ST001299
Initiating REDU-table generation for AN002163
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
TCDF_LCMS_Data
BN181022_04.raw
TCDF_LCMS_Data
BN181022_06.raw
TCDF_LCMS_Data
BN181022_07.raw
TCDF_LCMS_Data
BN181022_08.raw
TCDF_LCMS_Data
BN181022_09.raw
TCDF_LCMS_Data
BN181022_10.raw
TCDF_LCMS_Data
BN181022_11.raw
TCDF_LCMS_Data
BN181022_12.raw
TCDF_LCMS_Data
BN181022_13.raw
TCDF_LCMS_Data
BN181022_14.raw
TCDF_LCMS_Data
BN181022_15.raw
TCDF_LCMS_Data
BN181022_16.raw
TCDF_LCMS_Data
SH181022_17.raw
TCDF_LCMS_Data
SH181022_18.raw
TCDF_LCMS_Data
SH181022_19.raw
TCDF_LCMS_Data
SH181022_20.raw
TCDF_LCMS_Data
SH181022_21.raw
TCDF_LCMS_Data
SH181022_22.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2773/3150 [3:29:40<12:35,  2.00s/it]
 88%|████████▊ | 2776/3150 [3:29:40<08:04,  1.30s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2779/3150 [3:29:45<08:11,  1.32s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2780/3150 [3:30:56<1:08:26, 11.10s/it]
 88%|████████▊ | 2784/3150 [3:30:56<37:45,  6.19s/it]  /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 88%|████████▊ | 2786/3150 [3:30:59<30:23,  5.01s/it]
 89%|████████▊ | 2788/3150 [3:30:59<22:56,  3.80s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▊ | 2789/3150 [3:31:01<21:09,  3.52s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▊ | 2792/3150 [3:31:04<14:41,  2.46s/it]
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST002019
No raw data detected. Ignoring ST002019
Processing  ST000624
No raw data detected. Ignoring ST000624
Processing  ST000295
No raw data detected. Ignoring ST000295
Processing  ST002781
No raw data detected. Ignoring ST002781
Processing  ST002094
No raw data detected. Ignoring ST002094
Processing  ST002119
Initiating REDU-table generation for AN003467
Rest length is 36
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003468
Rest length is 36
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003469
Rest length is 36
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003470
Rest length is 36
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CID1.raw
CID2.raw
CID3.raw
CID4.raw
CID5.raw
CID6.raw
DMSO1.raw
DMSO2.raw
DMSO3.raw
DMSO4.raw
DMSO5.raw
DMSO6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST003307
Initiating REDU-table generation for AN005418
Rest length is 42
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005419
Rest length is 42
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData
NEG_Ge04JXY_CK_1.raw
MyData
NEG_Ge04JXY_CK_2.raw
MyData
NEG_Ge04JXY_CK_3.raw
MyData
NEG_Ge04JXY_CK_4.raw
MyData
NEG_Ge04JXY_CK_5.raw
MyData
NEG_Ge04JXY_CK_6.raw
MyData
NEG_Ge04JXY_QC01.raw
MyData
NEG_Ge04JXY_QC02.raw
MyData
NEG_Ge04JXY_QC03.raw
MyData
NEG_Ge04JXY_T3_1.raw
MyData
NEG_Ge04JXY_T3_2.raw
MyData
NEG_Ge04JXY_T3_3.raw
MyData
NEG_Ge04JXY_T3_4.raw
MyData
NEG_Ge04JXY_T3_5.raw
MyData
NEG_Ge04JXY_T3_6.raw
MyData
NEG_Ge04JXY_T7_1.raw
MyData
NEG_Ge04JXY_T7_2.raw
MyData
NEG_Ge04JXY_T7_3.raw
MyData
NEG_Ge04JXY_T7_4.raw
MyData
NEG_Ge04JXY_T7_5.raw
MyData
NEG_Ge04JXY_T7_6.raw
MyData
POS_Ge04JXY_CK_1.raw
MyData
POS_Ge04JXY_CK_2.raw
MyData
POS_Ge04JXY_CK_3.raw
MyData
POS_Ge04JXY_CK_4.raw
MyData
POS_Ge04JXY_CK_5.raw
MyData
POS_Ge04JXY_CK_6.raw
MyData
POS_Ge04JXY_QC01.raw
MyData
POS_Ge04JXY_QC02.raw
MyData
POS_Ge04JXY_QC03.raw
MyData
POS_Ge04JXY_T3_1.raw
MyData
POS_Ge04JXY_T3_2.raw
MyData
POS_Ge04JXY_T3_3.raw
MyData
POS_Ge04JXY_T3_4.raw
MyData
POS_Ge04JXY_T3_5.raw
MyData
POS_Ge04JXY_T3_6.raw
MyData
POS_Ge04JXY_T7_1.raw
MyData
POS_Ge04JXY_T7_2.raw
MyData
POS_Ge04JXY_T7_3.raw
MyData
POS_Ge04JXY_T7_4.raw
MyData
POS_Ge04JXY_T7_5.raw
MyData
POS_Ge04JXY_T7_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 36
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST001446
No raw data detected. Ignoring ST001446
Processing  ST003506
No raw data detected. Ignoring ST003506
Processing  ST000062
No raw data detected. Ignoring ST000062
Processing  ST000326
No raw data detected. Ignoring ST000326
Processing  ST000403
Initiating REDU-table generation for AN000642
Rest length is 18
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN000643
Rest length is 18
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000403
CP_RBC37_13C_0
CP_RBC37_13C_0_1.raw
ST000403
CP_RBC37_13C_0
CP_RBC37_13C_0_2.raw
ST000403
CP_RBC37_13C_0
CP_RBC37_13C_0_3.raw
ST000403
CP_RBC37_13C_19
CP_RBC37_13C_19_1.raw
ST000403
CP_RBC37_13C_19
CP_RBC37_13C_19_2.raw
ST000403
CP_RBC37_13C_19
CP_RBC37_13C_19_3.raw
ST000403
CP_RBC37_G_0
CP_RBC37_G_0_1.raw
ST000403
CP_RBC37_G_0
CP_RBC37_G_0_2.raw
ST000403
CP_RBC37_G_0
CP_RBC37_G_0_3.raw
ST000403
CP_Retics37_13C_0
CP_Retics37_13C_0_1.raw
ST000403
CP_Retics37_13C_0
CP_Retics37_13C_0_2.raw
ST000403
CP_Retics37_13C_0
CP_Retics37_13C_0_3.raw
ST000403
CP_Retics37_13C_19
CP_Retics37_13C_19_1.raw
ST000403
CP_Retics37_13C_19
CP_Retics37_13C_19_2.raw
ST000403
CP_Retics37_13C_19
CP_Retics37_13C_19_3.raw
ST000403
CP_Retics37_G_0
CP_Retics37_G_0_1.raw
ST000403
CP_Retics37_G_0
CP_Retics37_G_0_2.raw
ST000403
CP_Retics37_G_0
CP_Retics37_G_0_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 18 rows!
Extracted information for 18 samples.
Processing  ST000758
No raw data detected. Ignoring ST000758
Processing  ST001067
No raw data detected. Ignoring ST001067
Processing  ST002381
No raw data detected. Ignoring ST002381
Processing  ST002895
Initiating REDU-table generation for AN004754
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM795.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM796.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM797.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM798.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM799.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM800.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM801.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM802.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM803.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM804.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST003316
No raw data detected. Ignoring ST003316
Processing  ST001210
No raw data detected. Ignoring ST001210
Processing  ST002059
Initiating REDU-table generation for AN003352
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN003353
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
210520 4T1 and SkM cells
P1-50K_R14+.mzXML
210520 4T1 and SkM cells
P2-50K_R6+.mzXML
210520 4T1 and SkM cells
P3-50K_R7+.mzXML
210520 4T1 and SkM cells
SK1-50K_R15+.mzXML
210520 4T1 and SkM cells
SK2-50K_R10+.mzXML
210520 4T1 and SkM cells
SK3-50K_R5+.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000755
No raw data detected. Ignoring ST000755
Processing  ST002708
Initiating REDU-table generation for AN004390
Rest length is 80
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20210709_QEF1_HILIC_RyandChP_ampm_RF17.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF18.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF19.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF20.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF21.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF22.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF23.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF24.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF25.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF26.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF27.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF28.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF29.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF30.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF31.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF32.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF33.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF34.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF35.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF36.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF37.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF38.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF39.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF40.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF41.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF42.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF43.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▊ | 2794/3150 [3:31:06<12:38,  2.13s/it]
20210709_QEF1_HILIC_RyandChP_ampm_RF44.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF45.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF46.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF47.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF48.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF49.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF50.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF51.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF52.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF53.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF54.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF55.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF56.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF57.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF58.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF59.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF60.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF61.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF62.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF63.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF64.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF65.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF66.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF67.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF68.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF69.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF70.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF71.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF72.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF73.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF74.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF75.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF76.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF77.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF78.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF79_20210711082547.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF80_20210710222235.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF81_pool1x_a.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF81_pool1x_b.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF81_pool1x_c.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF81_pool1x_d.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF81_pool1x_e.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF82_pool03x.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF83_pool01x_a.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF83_pool01x_b.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF84_pool1x_a.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF84_pool1x_b.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF84_pool1x_c.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF84_pool1x_d.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF84_pool1x_e.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF85_pool03x.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF86_pool01x_a.raw
20210709_QEF1_HILIC_RyandChP_ampm_RF86_pool01x_b.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 80 rows!
Extracted information for 80 samples.
Processing  ST003507
Initiating REDU-table generation for AN005757
Rest length is 120
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/120 [00:00<?, ?it/s]

Mapping potential matches:  18%|█▊        | 22/120 [00:00<00:00, 211.41it/s]

Mapping potential matches:  37%|███▋      | 44/120 [00:00<00:00, 211.50it/s]

Mapping potential matches:  55%|█████▌    | 66/120 [00:00<00:00, 211.10it/s]

Mapping potential matches:  73%|███████▎  | 88/120 [00:00<00:00, 210.65it/s]

Mapping potential matches:  92%|█████████▏| 110/120 [00:00<00:00, 210.30it/s]
Mapping potential matches: 100%|██████████| 120/120 [00:00<00:00, 210.80it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005758
Rest length is 120
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/120 [00:00<?, ?it/s]

Mapping potential matches:  18%|█▊        | 22/120 [00:00<00:00, 210.21it/s]

Mapping potential matches:  37%|███▋      | 44/120 [00:00<00:00, 211.08it/s]

Mapping potential matches:  55%|█████▌    | 66/120 [00:00<00:00, 211.62it/s]

Mapping potential matches:  73%|███████▎  | 88/120 [00:00<00:00, 212.64it/s]

Mapping potential matches:  92%|█████████▏| 110/120 [00:00<00:00, 212.23it/s]
Mapping potential matches: 100%|██████████| 120/120 [00:00<00:00, 211.81it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005759
Rest length is 120
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/120 [00:00<?, ?it/s]

Mapping potential matches:  18%|█▊        | 21/120 [00:00<00:00, 207.17it/s]

Mapping potential matches:  35%|███▌      | 42/120 [00:00<00:00, 208.35it/s]

Mapping potential matches:  53%|█████▎    | 64/120 [00:00<00:00, 210.43it/s]

Mapping potential matches:  72%|███████▏  | 86/120 [00:00<00:00, 210.56it/s]

Mapping potential matches:  90%|█████████ | 108/120 [00:00<00:00, 210.42it/s]
Mapping potential matches: 100%|██████████| 120/120 [00:00<00:00, 209.75it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005760
Rest length is 120
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/120 [00:00<?, ?it/s]

Mapping potential matches:  18%|█▊        | 22/120 [00:00<00:00, 213.15it/s]

Mapping potential matches:  37%|███▋      | 44/120 [00:00<00:00, 211.56it/s]

Mapping potential matches:  55%|█████▌    | 66/120 [00:00<00:00, 211.31it/s]

Mapping potential matches:  73%|███████▎  | 88/120 [00:00<00:00, 211.25it/s]

Mapping potential matches:  92%|█████████▏| 110/120 [00:00<00:00, 211.08it/s]
Mapping potential matches: 100%|██████████| 120/120 [00:00<00:00, 211.39it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mzml data
20230202 013 sample 1 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 014 sample 2 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 015 sample 3 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 016 sample 4 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 019 sample 7 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 020 sample 8 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 021 sample 9 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 022 sample 10 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 023 sample 11 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 024 sample 12 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 025 sample 13 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 026 sample 14 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 027 sample 15 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 028 sample 16 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 029 sample 17 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 030 sample 18 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 031 sample 19 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 032 sample 20 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 033 sample 21 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 034 sample 22 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 035 sample 23 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 036 sample 24 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 037 sample 25 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 038 sample 26 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 039 sample 27 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 040 sample 28 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 041 sample 29 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 042 sample 30 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 043 sample 31 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230202 044 sample 32 ACNH2O 1_1 AF M1_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230203 013 sample 1 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 014 sample 2 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 015 sample 3 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 016 sample 4 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 019 sample 7 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 020 sample 8 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 021 sample 9 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 022 sample 10 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 023 sample 11 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 024 sample 12 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 025 sample 13 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 026 sample 14 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 027 sample 15 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 028 sample 16 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 029 sample 17 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 030 sample 18 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 031 sample 19 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 032 sample 20 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 033 sample 21 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 034 sample 22 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 035 sample 23 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 036 sample 24 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 037 sample 25 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 038 sample 26 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 039 sample 27 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 040 sample 28 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 041 sample 29 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 042 sample 30 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 043 sample 31 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230203 044 sample 32 ACNH2O 1_1 AF M1_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230208 013 sample 1 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 014 sample 2 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 015 sample 3 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 016 sample 4 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 019 sample 7 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 020 sample 8 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 021 sample 9 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 022 sample 10 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 023 sample 11 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 024 sample 12 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 025 sample 13 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 026 sample 14 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 027 sample 15 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 028 sample 16 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 029 sample 17 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 030 sample 18 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 031 sample 19 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 032 sample 20 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 033 sample 21 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 034 sample 22 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 035 sample 23 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 036 sample 24 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 037 sample 25 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 038 sample 26 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 039 sample 27 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 040 sample 28 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 041 sample 29 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 042 sample 30 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 043 sample 31 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230208 044 sample 32 PREM M2_ MSE_res_pos IDC10_ 3ul inj.mzML
mzml data
20230209 013 sample 1  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 014 sample 2  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 015 sample 3  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 016 sample 4  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 019 sample 7  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 020 sample 8  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 021 sample 9  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 022 sample 10  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 023 sample 11  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 024 sample 12  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 025 sample 13  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 026 sample 14  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▊ | 2795/3150 [3:31:13<17:05,  2.89s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2796/3150 [3:31:16<16:36,  2.81s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2797/3150 [3:31:19<17:09,  2.92s/it]
mzml data
20230209 027 sample 15  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 028 sample 16  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 029 sample 17  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 030 sample 18  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 031 sample 19  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 032 sample 20  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 033 sample 21  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 034 sample 22  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 035 sample 23  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 036 sample 24  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 037 sample 25  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 038 sample 26  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 039 sample 27  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 040 sample 28  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 041 sample 29  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 042 sample 30  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 043 sample 31  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
mzml data
20230209 044 sample 32  M2_ MSE_res_neg IDC10_ 3ul inj.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 120 rows!
Extracted information for 120 samples.
Processing  ST002567
Initiating REDU-table generation for AN004228
Rest length is 72
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
rawdata_mzml
2021-10-01_010_D1_E1.mzML
rawdata_mzml
2021-10-01_011_G3_E1.mzML
rawdata_mzml
2021-10-01_012_H3_E1.mzML
rawdata_mzml
2021-10-01_013_F2_E1.mzML
rawdata_mzml
2021-10-01_014_D2_E1.mzML
rawdata_mzml
2021-10-01_015_G1_E1.mzML
rawdata_mzml
2021-10-01_016_B3_E1.mzML
rawdata_mzml
2021-10-01_017_E1_E1.mzML
rawdata_mzml
2021-10-01_019_H2_E1.mzML
rawdata_mzml
2021-10-01_020_E3_E1.mzML
rawdata_mzml
2021-10-01_021_C2_E1.mzML
rawdata_mzml
2021-10-01_022_F1_E1.mzML
rawdata_mzml
2021-10-01_023_C3_E1.mzML
rawdata_mzml
2021-10-01_024_E2_E1.mzML
rawdata_mzml
2021-10-01_025_B1_E1.mzML
rawdata_mzml
2021-10-01_026_H1_E1.mzML
rawdata_mzml
2021-10-01_027_A3_E1.mzML
rawdata_mzml
2021-10-01_028_A1_E1.mzML
rawdata_mzml
2021-10-01_029_G2_E1.mzML
rawdata_mzml
2021-10-01_031_B2_E1.mzML
rawdata_mzml
2021-10-01_032_C1_E1.mzML
rawdata_mzml
2021-10-01_033_A2_E1.mzML
rawdata_mzml
2021-10-01_034_D3_E1.mzML
rawdata_mzml
2021-10-01_035_F3_E1.mzML
rawdata_mzml
2021-11-29_004_G3_E2.mzML
rawdata_mzml
2021-11-29_005_H2_E2.mzML
rawdata_mzml
2021-11-29_006_D1_E2.mzML
rawdata_mzml
2021-11-29_007_G1_E2.mzML
rawdata_mzml
2021-11-29_008_B3_E2.mzML
rawdata_mzml
2021-11-29_009_E1_E2.mzML
rawdata_mzml
2021-11-29_010_D2_E2.mzML
rawdata_mzml
2021-11-29_011_F1_E2.mzML
rawdata_mzml
2021-11-29_012_B1_E2.mzML
rawdata_mzml
2021-11-29_013_A2_E2.mzML
rawdata_mzml
2021-11-29_014_A1_E2.mzML
rawdata_mzml
2021-11-29_015_G2_E2.mzML
rawdata_mzml
2021-11-29_017_D3_E2.mzML
rawdata_mzml
2021-11-29_018_H3_E2.mzML
rawdata_mzml
2021-11-29_019_B2_E2.mzML
rawdata_mzml
2021-11-29_020_E3_E2.mzML
rawdata_mzml
2021-11-29_021_C1_E2.mzML
rawdata_mzml
2021-11-29_022_F2_E2.mzML
rawdata_mzml
2021-11-29_023_A3_E2.mzML
rawdata_mzml
2021-11-29_024_H1_E2.mzML
rawdata_mzml
2021-11-29_025_F3_E2.mzML
rawdata_mzml
2021-11-29_026_C2_E2.mzML
rawdata_mzml
2021-11-29_027_C3_E2.mzML
rawdata_mzml
2021-11-29_028_E2_E2.mzML
rawdata_mzml
2021-11-29_030_A3_E3.mzML
rawdata_mzml
2021-11-29_031_H2_E3.mzML
rawdata_mzml
2021-11-29_032_D3_E3.mzML
rawdata_mzml
2021-11-29_033_F1_E3.mzML
rawdata_mzml
2021-11-29_034_F2_E3.mzML
rawdata_mzml
2021-11-29_035_H3_E3.mzML
rawdata_mzml
2021-11-29_036_F3_E3.mzML
rawdata_mzml
2021-11-29_037_G3_E3.mzML
rawdata_mzml
2021-11-29_038_B1_E3.mzML
rawdata_mzml
2021-11-29_039_G1_E3.mzML
rawdata_mzml
2021-11-29_040_G2_E3.mzML
rawdata_mzml
2021-11-29_041_A2_E3.mzML
rawdata_mzml
2021-11-29_043_H1_E3.mzML
rawdata_mzml
2021-11-29_044_B2_E3.mzML
rawdata_mzml
2021-11-29_045_E3_E3.mzML
rawdata_mzml
2021-11-29_046_C1_E3.mzML
rawdata_mzml
2021-11-29_047_C2_E3.mzML
rawdata_mzml
2021-11-29_048_E2_E3.mzML
rawdata_mzml
2021-11-29_049_D2_E3.mzML
rawdata_mzml
2021-11-29_050_A1_E3.mzML
rawdata_mzml
2021-11-29_051_D1_E3.mzML
rawdata_mzml
2021-11-29_052_E1_E3.mzML
rawdata_mzml
2021-11-29_053_B3_E3.mzML
rawdata_mzml
2021-11-29_054_C3_E3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST001327
Initiating REDU-table generation for AN002209
Rest length is 32
raw file key found.
Initiating REDU-table generation for AN002210
Rest length is 32
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
10_Pos.raw
10_Pos2.raw
10_neg.raw
10_neg2.raw
11_Pos.raw
11_Pos2.raw
11_neg.raw
11_neg2.raw
12_Pos.raw
12_Pos2.raw
12_neg.raw
12_neg2.raw
13_Pos.raw
13_Pos2.raw
13_neg.raw
13_neg2.raw
14_Pos.raw
14_Pos2.raw
14_neg.raw
14_neg2.raw
15_Pos.raw
15_Pos2.raw
15_neg.raw
15_neg2.raw
16_Pos.raw
16_Pos2.raw
16_neg.raw
16_neg2.raw
17_Pos.raw
17_Pos2.raw
17_neg.raw
17_neg2.raw
18_Pos.raw
18_Pos2.raw
18_neg.raw
18_neg2.raw
19_Pos.raw
19_Pos2.raw
19_neg.raw
19_neg2.raw
1_Pos.raw
1_Pos2.raw
1_neg.raw
1_neg2.raw
20_Pos.raw
20_Pos2.raw
20_neg.raw
20_neg2.raw
21_Pos.raw
21_Pos2.raw
21_neg.raw
21_neg2.raw
22_Pos.raw
22_Pos2.raw
22_neg.raw
22_neg2.raw
23_Pos.raw
23_Pos2.raw
23_neg.raw
23_neg2.raw
24_Pos.raw
24_Pos2.raw
24_neg.raw
24_neg2.raw
25_Pos.raw
25_Pos2.raw
25_neg.raw
25_neg2.raw
26_Pos.raw
26_Pos2.raw
26_neg.raw
26_neg2.raw
27_Pos_20191217115221.raw
27_neg.raw
27_neg2.raw
28_Pos.raw
28_Pos2.raw
28_neg.raw
28_neg2.raw
29_Pos.raw
29_Pos2.raw
29_neg.raw
29_neg2.raw
2_Pos.raw
2_Pos2.raw
2_neg.raw
2_neg2.raw
30_Pos.raw
30_Pos2.raw
30_neg.raw
30_neg2.raw
31_Pos.raw
31_Pos2.raw
31_neg.raw
31_neg2.raw
32_Pos.raw
32_Pos2.raw
32_neg.raw
32_neg2.raw
3_Pos.raw
3_Pos2.raw
3_neg.raw
3_neg2.raw
4_Pos.raw
4_Pos2.raw
4_neg.raw
4_neg2.raw
5_Pos.raw
5_Pos2.raw
5_neg.raw
5_neg2.raw
6_Pos.raw
6_Pos2.raw
6_neg.raw
6_neg2.raw
7_Pos.raw
7_Pos2.raw
7_neg.raw
7_neg2.raw
8_Pos.raw
8_Pos2.raw
8_neg.raw
8_neg2.raw
9_Pos.raw
9_Pos2.raw
9_neg.raw
9_neg2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 127 rows!
Extracted information for 127 samples.
Processing  ST000722
No raw data detected. Ignoring ST000722
Processing  ST002712
Initiating REDU-table generation for AN004395
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 968.18it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN004396
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 982.45it/s]

 89%|████████▉ | 2799/3150 [3:31:20<11:33,  1.98s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2800/3150 [3:31:23<13:21,  2.29s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST003279
Initiating REDU-table generation for AN005371
Rest length is 100
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005372
Rest length is 100
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Tectum_Metabolomics
Blank_NEG1.raw
Tectum_Metabolomics
Blank_NEG2.raw
Tectum_Metabolomics
Blank_NEG3.raw
Tectum_Metabolomics
Blank_POS1.raw
Tectum_Metabolomics
Blank_POS2.raw
Tectum_Metabolomics
Blank_POS3.raw
Tectum_Metabolomics
CTL_12dpi_Tect1_NEG1.raw
Tectum_Metabolomics
CTL_12dpi_Tect1_NEG2.raw
Tectum_Metabolomics
CTL_12dpi_Tect1_NEG3.raw
Tectum_Metabolomics
CTL_12dpi_Tect1_POS1.raw
Tectum_Metabolomics
CTL_12dpi_Tect1_POS2.raw
Tectum_Metabolomics
CTL_12dpi_Tect1_POS3.raw
Tectum_Metabolomics
CTL_12dpi_Tect2_NEG1.raw
Tectum_Metabolomics
CTL_12dpi_Tect2_NEG2.raw
Tectum_Metabolomics
CTL_12dpi_Tect2_NEG3.raw
Tectum_Metabolomics
CTL_12dpi_Tect2_POS1.raw
Tectum_Metabolomics
CTL_12dpi_Tect2_POS2.raw
Tectum_Metabolomics
CTL_12dpi_Tect2_POS3.raw
Tectum_Metabolomics
CTL_27dpi_Tect1_NEG1.raw
Tectum_Metabolomics
CTL_27dpi_Tect1_NEG2.raw
Tectum_Metabolomics
CTL_27dpi_Tect1_NEG3.raw
Tectum_Metabolomics
CTL_27dpi_Tect1_POS1.raw
Tectum_Metabolomics
CTL_27dpi_Tect1_POS2.raw
Tectum_Metabolomics
CTL_27dpi_Tect1_POS3.raw
Tectum_Metabolomics
CTL_27dpi_Tect2_NEG1.raw
Tectum_Metabolomics
CTL_27dpi_Tect2_NEG2.raw
Tectum_Metabolomics
CTL_27dpi_Tect2_NEG3.raw
Tectum_Metabolomics
CTL_27dpi_Tect2_POS1.raw
Tectum_Metabolomics
CTL_27dpi_Tect2_POS2.raw
Tectum_Metabolomics
CTL_27dpi_Tect2_POS3.raw
Tectum_Metabolomics
CTL_27dpi_Tect3_NEG1.raw
Tectum_Metabolomics
CTL_27dpi_Tect3_NEG2.raw
Tectum_Metabolomics
CTL_27dpi_Tect3_NEG3.raw
Tectum_Metabolomics
CTL_27dpi_Tect3_POS1.raw
Tectum_Metabolomics
CTL_27dpi_Tect3_POS2.raw
Tectum_Metabolomics
CTL_27dpi_Tect3_POS3.raw
Tectum_Metabolomics
CX_12dpi_Tect1_NEG1.raw
Tectum_Metabolomics
CX_12dpi_Tect1_NEG2.raw
Tectum_Metabolomics
CX_12dpi_Tect1_NEG3.raw
Tectum_Metabolomics
CX_12dpi_Tect1_POS1.raw
Tectum_Metabolomics
CX_12dpi_Tect1_POS2.raw
Tectum_Metabolomics
CX_12dpi_Tect1_POS3.raw
Tectum_Metabolomics
CX_12dpi_Tect2_NEG1.raw
Tectum_Metabolomics
CX_12dpi_Tect2_NEG2.raw
Tectum_Metabolomics
CX_12dpi_Tect2_NEG3.raw
Tectum_Metabolomics
CX_12dpi_Tect2_POS1.raw
Tectum_Metabolomics
CX_12dpi_Tect2_POS2.raw
Tectum_Metabolomics
CX_12dpi_Tect2_POS3.raw
Tectum_Metabolomics
CX_27dpi_Tect1_NEG1.raw
Tectum_Metabolomics
CX_27dpi_Tect1_NEG2.raw
Tectum_Metabolomics
CX_27dpi_Tect1_NEG3.raw
Tectum_Metabolomics
CX_27dpi_Tect1_POS1.raw
Tectum_Metabolomics
CX_27dpi_Tect1_POS2.raw
Tectum_Metabolomics
CX_27dpi_Tect1_POS3.raw
Tectum_Metabolomics
CX_27dpi_Tect2_NEG1.raw
Tectum_Metabolomics
CX_27dpi_Tect2_NEG2.raw
Tectum_Metabolomics
CX_27dpi_Tect2_NEG3.raw
Tectum_Metabolomics
CX_27dpi_Tect2_POS1.raw
Tectum_Metabolomics
CX_27dpi_Tect2_POS2.raw
Tectum_Metabolomics
CX_27dpi_Tect2_POS3.raw
Tectum_Metabolomics
Left_Tect_SHAM1_NEG1.raw
Tectum_Metabolomics
Left_Tect_SHAM1_NEG2.raw
Tectum_Metabolomics
Left_Tect_SHAM1_NEG3.raw
Tectum_Metabolomics
Left_Tect_SHAM1_POS1.raw
Tectum_Metabolomics
Left_Tect_SHAM1_POS2.raw
Tectum_Metabolomics
Left_Tect_SHAM1_POS3.raw
Tectum_Metabolomics
Left_Tect_SHAM2_NEG1.raw
Tectum_Metabolomics
Left_Tect_SHAM2_NEG2.raw
Tectum_Metabolomics
Left_Tect_SHAM2_NEG3.raw
Tectum_Metabolomics
Left_Tect_SHAM2_POS1.raw
Tectum_Metabolomics
Left_Tect_SHAM2_POS2.raw
Tectum_Metabolomics
Left_Tect_SHAM2_POS3.raw
Tectum_Metabolomics
Pooled_QC1_MS1_Tect_NEG1.raw
Tectum_Metabolomics
Pooled_QC1_MS1_Tect_NEG2.raw
Tectum_Metabolomics
Pooled_QC1_MS1_Tect_POS1.raw
Tectum_Metabolomics
Pooled_QC1_MS1_Tect_POS2.raw
Tectum_Metabolomics
Pooled_QC1_MS2_Tect_NEG1.raw
Tectum_Metabolomics
Pooled_QC1_MS2_Tect_POS1.raw
Tectum_Metabolomics
Pooled_QC2_MS1_Tect_NEG1.raw
Tectum_Metabolomics
Pooled_QC2_MS1_Tect_NEG2.raw
Tectum_Metabolomics
Pooled_QC2_MS1_Tect_POS1.raw
Tectum_Metabolomics
Pooled_QC2_MS1_Tect_POS2.raw
Tectum_Metabolomics
Pooled_QC2_MS2_Tect_NEG1.raw
Tectum_Metabolomics
Pooled_QC2_MS2_Tect_POS1.raw
Tectum_Metabolomics
Right_Tect_SHAM1_NEG1.raw
Tectum_Metabolomics
Right_Tect_SHAM1_NEG2.raw
Tectum_Metabolomics
Right_Tect_SHAM1_NEG3.raw
Tectum_Metabolomics
Right_Tect_SHAM1_POS1.raw
Tectum_Metabolomics
Right_Tect_SHAM1_POS2.raw
Tectum_Metabolomics
Right_Tect_SHAM1_POS3.raw
Tectum_Metabolomics
Right_Tect_SHAM2_NEG1.raw
Tectum_Metabolomics
Right_Tect_SHAM2_NEG2.raw
Tectum_Metabolomics
Right_Tect_SHAM2_NEG3.raw
Tectum_Metabolomics
Right_Tect_SHAM2_POS1.raw
Tectum_Metabolomics
Right_Tect_SHAM2_POS2.raw
Tectum_Metabolomics
Right_Tect_SHAM2_POS3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 96 rows!
Extracted information for 96 samples.
Processing  ST000748
No raw data detected. Ignoring ST000748
Processing  ST001854
No raw data detected. Ignoring ST001854
Processing  ST003069
Initiating REDU-table generation for AN005026
Rest length is 72
raw file key found.
Initiating REDU-table generation for AN005027
Rest length is 72
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2024-01-15 09:05:40 .R..A       704512       115216  LCMS
MXP500L-0-5711_1036867631_33_1_1_1_00_1036865837_32_R29V3.wiff
2024-01-15 09:05:40 .R..A       704512       115289  LCMS
MXP500L-0-5711_1036867631_60_1_1_1_00_1036866410_14_R29V3.wiff
2024-01-15 09:05:40 .R..A       704512       115600  LCMS
MXP500L-0-5711_1036867631_40_1_1_1_00_1036867113_9_R26V3.wiff
2024-01-15 09:05:40 .R..A       704512       115606  LCMS
MXP500L-0-5711_1036867631_30_1_1_1_00_1036866481_21_R22V3.wiff
2024-01-15 09:05:40 .R..A       704512       115650  LCMS
MXP500L-0-5711_1036867631_71_1_1_1_00_1036867050_3_R22V3.wiff
2024-01-15 09:05:40 .R..A       704512       115715  LCMS
MXP500L-0-5711_1036867631_10_1_1_1_00_1036866394_12_R28V3.wiff
2024-01-15 09:05:40 .R..A       704512       115814  LCMS
MXP500L-0-5711_1036867631_66_1_1_1_00_1036867045_2_D1.wiff
2024-01-15 09:05:40 .R..A       704512       115814  LCMS
MXP500L-0-5711_1036867631_66_1_1_1_00_1036867045_2_R22V2.wiff
2024-01-15 09:05:40 .R..A       704512       115890  LCMS
MXP500L-0-5711_1036867631_72_1_1_1_00_1036866380_11_D4.wiff
2024-01-15 09:05:40 .R..A       704512       115890  LCMS
MXP500L-0-5711_1036867631_72_1_1_1_00_1036866380_11_R28V2.wiff
2024-01-15 09:05:40 .R..A       704512       115957  LCMS
MXP500L-0-5711_1036867631_06_1_1_1_00_1036866545_27_R26V3.wiff
2024-01-15 09:05:40 .R..A       704512       116000  LCMS
MXP500L-0-5711_1036867631_82_1_1_1_00_1036866477_20_D1.wiff
2024-01-15 09:05:40 .R..A       704512       116000  LCMS
MXP500L-0-5711_1036867631_82_1_1_1_00_1036866477_20_R22V2.wiff
2024-01-15 09:05:40 .R..A       704512       116042  LCMS
MXP500L-0-5711_1036867631_46_1_1_1_00_1036866405_13_D5.wiff
2024-01-15 09:05:40 .R..A       704512       116042  LCMS
MXP500L-0-5711_1036867631_46_1_1_1_00_1036866405_13_R29V2.wiff
2024-01-15 09:05:40 .R..A       704512       116047  LCMS/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2803/3150 [3:31:26<09:43,  1.68s/it]
MXP500L-0-5711_1036867631_24_1_1_1_00_1036865822_31_D5.wiff
2024-01-15 09:05:40 .R..A       704512       116047  LCMS
MXP500L-0-5711_1036867631_24_1_1_1_00_1036865822_31_R29V2.wiff
2024-01-15 09:05:40 .R..A       704512       116053  LCMS
MXP500L-0-5711_1036867631_52_1_1_1_00_1036866424_15_D6.wiff
2024-01-15 09:05:40 .R..A       704512       116053  LCMS
MXP500L-0-5711_1036867631_52_1_1_1_00_1036866424_15_R30V2.wiff
2024-01-15 09:05:40 .R..A       704512       116087  LCMS
MXP500L-0-5711_1036867631_45_1_1_1_00_1036865818_30_R28V3.wiff
2024-01-15 09:05:40 .R..A       704512       116184  LCMS
MXP500L-0-5711_1036867631_05_1_1_1_00_1036865841_33_D6.wiff
2024-01-15 09:05:40 .R..A       704512       116184  LCMS
MXP500L-0-5711_1036867631_05_1_1_1_00_1036865841_33_R30V2.wiff
2024-01-15 09:05:40 .R..A       704512       116199  LCMS
MXP500L-0-5711_1036867631_94_1_1_1_00_1036867109_8_R26V2.wiff
2024-01-15 09:05:40 .R..A       704512       116225  LCMS
MXP500L-0-5711_1036867631_93_1_1_1_00_1036866564_29_D4.wiff
2024-01-15 09:05:40 .R..A       704512       116225  LCMS
MXP500L-0-5711_1036867631_93_1_1_1_00_1036866564_29_R28V2.wiff
2024-01-15 09:05:40 .R..A       704512       116230  LCMS
MXP500L-0-5711_1036867631_95_1_1_1_00_1036866531_26_R26V2.wiff
2024-01-15 09:05:40 .R..A       704512       116341  LCMS
MXP500L-0-5711_1036867631_58_1_1_1_00_1036866511_24_R24V3.wiff
2024-01-15 09:05:40 .R..A       704512       116570  LCMS
MXP500L-0-5711_1036867631_19_1_1_1_00_1036866439_16_R30V3.wiff
2024-01-15 09:05:40 .R..A       720896       116494  LCMS
MXP500L-0-5711_1036867631_07_1_1_1_00_1036866550_28_D3.wiff
2024-01-15 09:05:40 .R..A       720896       116709  LCMS
MXP500L-0-5711_1036867631_89_1_1_1_00_1036867083_6_R24V3.wiff
2024-01-15 09:05:40 .R..A       720896       116821  LCMS
MXP500L-0-5711_1036867631_17_1_1_1_00_1036865856_34_R30V3.wiff
2024-01-15 09:05:40 .R..A       720896       117114  LCMS
MXP500L-0-5711_1036867631_42_1_1_1_00_1036867079_5_D2.wiff
2024-01-15 09:05:40 .R..A       720896       117114  LCMS
MXP500L-0-5711_1036867631_42_1_1_1_00_1036867079_5_R24V2.wiff
2024-01-15 09:05:40 .R..A       720896       117622  LCMS
MXP500L-0-5711_1036867631_48_1_1_1_00_1036866507_23_D2.wiff
2024-01-15 09:05:40 .R..A       720896       117622  LCMS
MXP500L-0-5711_1036867631_48_1_1_1_00_1036866507_23_R24V2.wiff
2024-01-15 09:05:40 .R..A       831488       144213  LCMS
MXP500L-0-5711_1036867631_52_0_1_1_00_1036866424_15_D6.wiff
2024-01-15 09:05:40 .R..A       831488       144213  LCMS
MXP500L-0-5711_1036867631_52_0_1_1_00_1036866424_15_R30V2.wiff
2024-01-15 09:05:40 .R..A       831488       144540  LCMS
MXP500L-0-5711_1036867631_58_0_1_1_00_1036866511_24_R24V3.wiff
2024-01-15 09:05:40 .R..A       831488       144714  LCMS
MXP500L-0-5711_1036867631_42_0_1_1_00_1036867079_5_D2.wiff
2024-01-15 09:05:40 .R..A       831488       144714  LCMS
MXP500L-0-5711_1036867631_42_0_1_1_00_1036867079_5_R24V2.wiff
2024-01-15 09:05:40 .R..A       831488       144840  LCMS
MXP500L-0-5711_1036867631_94_0_1_1_00_1036867109_8_R26V2.wiff
2024-01-15 09:05:40 .R..A       831488       144901  LCMS
MXP500L-0-5711_1036867631_82_0_1_1_00_1036866477_20_D1.wiff
2024-01-15 09:05:40 .R..A       831488       144901  LCMS
MXP500L-0-5711_1036867631_82_0_1_1_00_1036866477_20_R22V2.wiff
2024-01-15 09:05:40 .R..A       831488       144922  LCMS
MXP500L-0-5711_1036867631_72_0_1_1_00_1036866380_11_D4.wiff
2024-01-15 09:05:40 .R..A       831488       144922  LCMS
MXP500L-0-5711_1036867631_72_0_1_1_00_1036866380_11_R28V2.wiff
2024-01-15 09:05:40 .R..A       831488       144972  LCMS
MXP500L-0-5711_1036867631_46_0_1_1_00_1036866405_13_D5.wiff
2024-01-15 09:05:40 .R..A       831488       144972  LCMS
MXP500L-0-5711_1036867631_46_0_1_1_00_1036866405_13_R29V2.wiff
2024-01-15 09:05:40 .R..A       831488       145058  LCMS
MXP500L-0-5711_1036867631_40_0_1_1_00_1036867113_9_R26V3.wiff
2024-01-15 09:05:40 .R..A       831488       145084  LCMS
MXP500L-0-5711_1036867631_45_0_1_1_00_1036865818_30_R28V3.wiff
2024-01-15 09:05:40 .R..A       831488       145101  LCMS
MXP500L-0-5711_1036867631_06_0_1_1_00_1036866545_27_R26V3.wiff
2024-01-15 09:05:40 .R..A       831488       145131  LCMS
MXP500L-0-5711_1036867631_60_0_1_1_00_1036866410_14_R29V3.wiff
2024-01-15 09:05:40 .R..A       831488       145179  LCMS
MXP500L-0-5711_1036867631_66_0_1_1_00_1036867045_2_D1.wiff
2024-01-15 09:05:40 .R..A       831488       145179  LCMS
MXP500L-0-5711_1036867631_66_0_1_1_00_1036867045_2_R22V2.wiff
2024-01-15 09:05:40 .R..A       831488       145202  LCMS
MXP500L-0-5711_1036867631_67_0_1_1_00_1036867128_10_D3.wiff
2024-01-15 09:05:40 .R..A       831488       145317  LCMS
MXP500L-0-5711_1036867631_71_0_1_1_00_1036867050_3_R22V3.wiff
2024-01-15 09:05:40 .R..A       831488       145325  LCMS
MXP500L-0-5711_1036867631_07_0_1_1_00_1036866550_28_D3.wiff
2024-01-15 09:05:40 .R..A       831488       145405  LCMS
MXP500L-0-5711_1036867631_89_0_1_1_00_1036867083_6_R24V3.wiff
2024-01-15 09:05:40 .R..A       831488       145434  LCMS
MXP500L-0-5711_1036867631_93_0_1_1_00_1036866564_29_D4.wiff
2024-01-15 09:05:40 .R..A       831488       145434  LCMS
MXP500L-0-5711_1036867631_93_0_1_1_00_1036866564_29_R28V2.wiff
2024-01-15 09:05:40 .R..A       831488       145487  LCMS
MXP500L-0-5711_1036867631_30_0_1_1_00_1036866481_21_R22V3.wiff
2024-01-15 09:05:40 .R..A       831488       145671  LCMS
MXP500L-0-5711_1036867631_48_0_1_1_00_1036866507_23_D2.wiff
2024-01-15 09:05:40 .R..A       831488       145671  LCMS
MXP500L-0-5711_1036867631_48_0_1_1_00_1036866507_23_R24V2.wiff
2024-01-15 09:05:40 .R..A       831488       145780  LCMS
MXP500L-0-5711_1036867631_33_0_1_1_00_1036865837_32_R29V3.wiff
2024-01-15 09:05:40 .R..A       831488       146046  LCMS
MXP500L-0-5711_1036867631_17_0_1_1_00_1036865856_34_R30V3.wiff
2024-01-15 09:05:40 .R..A       831488       146374  LCMS
MXP500L-0-5711_1036867631_24_0_1_1_00_1036865822_31_D5.wiff
2024-01-15 09:05:40 .R..A       831488       146374  LCMS
MXP500L-0-5711_1036867631_24_0_1_1_00_1036865822_31_R29V2.wiff
2024-01-15 09:05:40 .R..A       835584       143978  LCMS
MXP500L-0-5711_1036867631_10_0_1_1_00_1036866394_12_R28V3.wiff
2024-01-15 09:05:40 .R..A       835584       144726  LCMS
MXP500L-0-5711_1036867631_19_0_1_1_00_1036866439_16_R30V3.wiff
2024-01-15 09:05:40 .R..A       835584       145453  LCMS
MXP500L-0-5711_1036867631_05_0_1_1_00_1036865841_33_D6.wiff
2024-01-15 09:05:40 .R..A       835584       145453  LCMS
MXP500L-0-5711_1036867631_05_0_1_1_00_1036865841_33_R30V2.wiff
2024-01-15 09:05:40 .R..A       835584       145552  LCMS
MXP500L-0-5711_1036867631_95_0_1_1_00_1036866531_26_R26V2.wiff
2024-01-15 09:05:40 .R..A      1351680       225507  LCMS
MXP500L-0-5711_1036867631_67_1_1_1_00_1036867128_10_D3.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST001729
No raw data detected. Ignoring ST001729
Processing  ST001689
No raw data detected. Ignoring ST001689
Processing  ST002024
Initiating REDU-table generation for AN003294
Rest length is 146
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
AcCoA_Mito_Workbench
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AcCoA_Mito_Workbench
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AcCoA_Mito_Workbench
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AcCoA_Mito_Workbench
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20190304-QC3.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2806/3150 [3:31:30<08:16,  1.44s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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AcCoA_Mito_Workbench
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AcCoA_Mito_Workbench
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20200810-Blank4.mzXML
AcCoA_Mito_Workbench
20200810-Blank5.mzXML
AcCoA_Mito_Workbench
20200810-QC-1.mzXML
AcCoA_Mito_Workbench
20200810-QC-2.mzXML
AcCoA_Mito_Workbench
20200810-QC-3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 146 rows!
Extracted information for 146 samples.
Processing  ST001730
Initiating REDU-table generation for AN002815
Rest length is 8
raw file key found.
Initiating REDU-table generation for AN002816
Rest length is 8
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NCI-ADR-RES_OVCAR8_Rincon_180511
Negative
nci-adr-res-1.raw
NCI-ADR-RES_OVCAR8_Rincon_180511
Negative
nci-adr-res-2.raw
NCI-ADR-RES_OVCAR8_Rincon_180511
Negative
nci-adr-res-3.raw
NCI-ADR-RES_OVCAR8_Rincon_180511
Negative
nci-adr-res-4.raw
NCI-ADR-RES_OVCAR8_Rincon_180511
Negative
ovcar8-1.raw
NCI-ADR-RES_OVCAR8_Rincon_180511
Negative
ovcar8-2.raw
NCI-ADR-RES_OVCAR8_Rincon_180511
Negative
ovcar8-3.raw
NCI-ADR-RES_OVCAR8_Rincon_180511
Negative
ovcar8-4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST002080
Initiating REDU-table generation for AN003394
Rest length is 44
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
c1_unk-0010_7132021_10.CDF
c2_unk-0030_7132021_30.CDF
c4_unk-0021_7132021_21.CDF
c5_unk-0017_7132021_17.CDF
c6_unk-0041_7132021_41.CDF
f1_unk-0003_7132021_3.CDF
f2_unk-0036_7132021_36.CDF
f4_unk-0046_7132021_46.CDF
f5_unk-0020_7132021_20.CDF
f6_unk-0027_7132021_27.CDF
f8_unk-0011_7132021_11.CDF
r1_unk-0012_7132021_12.CDF
r2_unk-0043_7132021_43.CDF
r4_unk-0037_7132021_37.CDF
r5_unk-0009_7132021_9.CDF
r6_unk-0034_7132021_34.CDF
r8_unk-0040_7132021_40.CDF
rf1_unk-0004_7132021_4.CDF
rf2_unk-0014_7132021_14.CDF
rf4_unk-0024_7132021_24.CDF
rf5_unk-0044_7132021_44.CDF
rf6_unk-0047_7132021_47.CDF
rf8_unk-0029_7132021_29.CDF
rt1_unk-0042_7132021_42.CDF
rt4_unk-0022_7132021_22.CDF
rt5_unk-0039_7132021_39.CDF
rt8_unk-0045_7132021_45.CDF/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2808/3150 [3:31:34<09:54,  1.74s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2812/3150 [3:31:39<08:15,  1.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2814/3150 [3:31:42<07:54,  1.41s/it]
rx1_unk-0031_7132021_31.CDF
rx2_unk-0007_7132021_7.CDF
rx4_unk-0016_7132021_16.CDF
rx5_unk-0026_7132021_26.CDF
rx6_unk-0038_7132021_38.CDF
rx8_unk-0013_7132021_13.CDF
t1_unk-0023_7132021_23.CDF
t4_unk-0032_7132021_32.CDF
t5_unk-0035_7132021_35.CDF
t6_unk-0048_7132021_48.CDF
t8_unk-0008_7132021_8.CDF
x1_unk-0025_7132021_25.CDF
x2_unk-0015_7132021_15.CDF
x5_unk-0019_7132021_19.CDF
x6_unk-0006_7132021_6.CDF
x8_unk-0028_7132021_28.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 43 rows!
Extracted information for 43 samples.
Processing  ST002953
No raw data detected. Ignoring ST002953
Processing  ST000871
No raw data detected. Ignoring ST000871
Processing  ST000997
No raw data detected. Ignoring ST000997
Processing  ST001231
Initiating REDU-table generation for AN002048
Rest length is 136
no raw file key found.
raw file key found.
Initiating REDU-table generation for AN002049
Rest length is 136
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LJC0602
NEG
0_046.raw
LJC0602
NEG
0_050.raw
LJC0602
NEG
0_055.raw
LJC0602
NEG
0_070.raw
LJC0602
NEG
0_081.raw
LJC0602
NEG
0_082.raw
LJC0602
NEG
0_084.raw
LJC0602
NEG
0_097.raw
LJC0602
NEG
0_098.raw
LJC0602
NEG
0_119.raw
LJC0602
NEG
0_120.raw
LJC0602
NEG
0_122.raw
LJC0602
NEG
0_123.raw
LJC0602
NEG
0_131.raw
LJC0602
NEG
0_134.raw
LJC0602
NEG
0_136.raw
LJC0602
NEG
0_143.raw
LJC0602
NEG
0_144.raw
LJC0602
NEG
0_145.raw
LJC0602
NEG
0_146.raw
LJC0602
NEG
0_148.raw
LJC0602
NEG
0_153.raw
LJC0602
NEG
0_155.raw
LJC0602
NEG
0_158.raw
LJC0602
NEG
0_159.raw
LJC0602
NEG
0_165.raw
LJC0602
NEG
0_166.raw
LJC0602
NEG
0_172.raw
LJC0602
NEG
0_175.raw
LJC0602
NEG
0_180.raw
LJC0602
NEG
0_181.raw
LJC0602
NEG
0_187.raw
LJC0602
NEG
0_188.raw
LJC0602
NEG
0_189.raw
LJC0602
NEG
0_190.raw
LJC0602
NEG
FY10.raw
LJC0602
NEG
FY11.raw
LJC0602
NEG
FY12.raw
LJC0602
NEG
FY14.raw
LJC0602
NEG
FY15.raw
LJC0602
NEG
FY17.raw
LJC0602
NEG
FY18.raw
LJC0602
NEG
FY19.raw
LJC0602
NEG
FY20.raw
LJC0602
NEG
FY21.raw
LJC0602
NEG
FY23.raw
LJC0602
NEG
FY24.raw
LJC0602
NEG
FY25.raw
LJC0602
NEG
FY26.raw
LJC0602
NEG
FY29.raw
LJC0602
NEG
FY30.raw
LJC0602
NEG
FY32.raw
LJC0602
NEG
FY33.raw
LJC0602
NEG
FY34.raw
LJC0602
NEG
FY36.raw
LJC0602
NEG
FY39.raw
LJC0602
NEG
FY41.raw
LJC0602
NEG
FY42.raw
LJC0602
NEG
FY5.raw
LJC0602
NEG
FY52.raw
LJC0602
NEG
FY6.raw
LJC0602
NEG
FY60.raw
LJC0602
NEG
FY67.raw
LJC0602
NEG
FY72.raw
LJC0602
NEG
FY74.raw
LJC0602
NEG
FY75.raw
LJC0602
NEG
FY8.raw
LJC0602
NEG
FY91.raw
LJC0602
NEG
FY93.raw
LJC0602
NEG
FY98.raw
LJC0602
NEG
LC01.raw
LJC0602
NEG
LC02.raw
LJC0602
NEG
LC05.raw
LJC0602
NEG
LC08.raw
LJC0602
NEG
LC09.raw
LJC0602
NEG
LC14.raw
LJC0602
NEG
LC16.raw
LJC0602
NEG
LC23.raw
LJC0602
NEG
LC28.raw
LJC0602
NEG
LC34.raw
LJC0602
NEG
LC36.raw
LJC0602
NEG
LC41.raw
LJC0602
NEG
LC42.raw
LJC0602
NEG
LC44.raw
LJC0602
NEG
LC46.raw
LJC0602
NEG
LC48.raw
LJC0602
NEG
LC53.raw
LJC0602
NEG
LC55.raw
LJC0602
NEG
LC56.raw
LJC0602
NEG
LC61.raw
LJC0602
NEG
LC63.raw
LJC0602
NEG
LC64.raw
LJC0602
NEG
LC67.raw
LJC0602
NEG
LC69.raw
LJC0602
NEG
LC72.raw
LJC0602
NEG
LC74.raw
LJC0602
NEG
LC75.raw
LJC0602
NEG
LC84.raw
LJC0602
NEG
LC91.raw
LJC0602
NEG
LC92.raw
LJC0602
NEG
LC95.raw
LJC0602
NEG
N_01.raw
LJC0602
NEG
N_02.raw
LJC0602
NEG
N_03.raw
LJC0602
NEG
N_04.raw
LJC0602
NEG
N_05.raw
LJC0602
NEG
N_06.raw
LJC0602
NEG
N_07.raw
LJC0602
NEG
N_08.raw
LJC0602
NEG
N_09.raw
LJC0602
NEG
N_10.raw
LJC0602
NEG
N_11.raw
LJC0602
NEG
N_13.raw
LJC0602
NEG
N_14.raw
LJC0602
NEG
N_15.raw
LJC0602
NEG
N_16.raw
LJC0602
NEG
N_17.raw
LJC0602
NEG
N_18.raw
LJC0602
NEG
N_19.raw
LJC0602
NEG
N_20.raw
LJC0602
NEG
N_22.raw
LJC0602
NEG
N_23.raw
LJC0602
NEG
N_24.raw
LJC0602
NEG
N_25.raw
LJC0602
NEG
N_26.raw
LJC0602
NEG
N_27.raw
LJC0602
NEG
N_28.raw
LJC0602
NEG
N_29.raw
LJC0602
NEG
N_30.raw
LJC0602
NEG
N_31.raw
LJC0602
NEG
N_32.raw
LJC0602
NEG
N_33.raw
LJC0602
NEG
N_34.raw
LJC0602
NEG
N_35.raw
LJC0602
NEG
N_36.raw
LJC0602
NEG
N_37.raw
LJC0602
POS
0_046.raw
LJC0602
POS
0_050.raw
LJC0602
POS
0_055.raw
LJC0602
POS
0_070.raw
LJC0602
POS
0_081.raw
LJC0602
POS
0_082.raw
LJC0602
POS
0_084.raw
LJC0602
POS
0_097.raw
LJC0602
POS
0_098.raw
LJC0602
POS
0_119.raw
LJC0602
POS
0_120.raw
LJC0602
POS
0_122.raw
LJC0602
POS
0_123.raw
LJC0602
POS
0_131.raw
LJC0602
POS
0_134.raw
LJC0602
POS
0_136.raw
LJC0602
POS
0_143.raw
LJC0602
POS
0_144.raw
LJC0602
POS
0_145.raw
LJC0602
POS
0_146.raw
LJC0602
POS
0_148.raw
LJC0602
POS
0_153.raw
LJC0602
POS
0_155.raw
LJC0602
POS
0_158.raw
LJC0602
POS
0_159.raw
LJC0602
POS
0_165.raw
LJC0602
POS
0_166.raw
LJC0602
POS
0_172.raw
LJC0602
POS
0_175.raw
LJC0602
POS
0_180.raw
LJC0602
POS
0_181.raw
LJC0602
POS
0_187.raw
LJC0602
POS
0_188.raw
LJC0602
POS
0_189.raw
LJC0602
POS
0_190.raw
LJC0602
POS
FY10.raw
LJC0602
POS
FY11.raw
LJC0602
POS
FY12.raw
LJC0602
POS
FY14.raw
LJC0602
POS
FY15.raw
LJC0602
POS
FY17.raw
LJC0602
POS
FY18.raw
LJC0602
POS
FY19.raw
LJC0602
POS
FY20.raw
LJC0602
POS
FY21.raw
LJC0602
POS
FY23.raw
LJC0602
POS
FY24.raw
LJC0602
POS
FY25.raw
LJC0602
POS
FY26.raw
LJC0602
POS
FY29.raw
LJC0602
POS
FY30.raw
LJC0602
POS
FY32.raw
LJC0602
POS
FY33.raw
LJC0602
POS
FY34.raw
LJC0602
POS
FY36.raw
LJC0602
POS
FY39.raw
LJC0602
POS
FY41.raw
LJC0602
POS
FY42.raw
LJC0602
POS
FY5.raw
LJC0602
POS
FY52.raw
LJC0602
POS
FY6.raw
LJC0602
POS
FY60.raw
LJC0602
POS
FY67.raw
LJC0602
POS
FY72.raw
LJC0602
POS
FY74.raw
LJC0602
POS
FY75.raw
LJC0602
POS
FY8.raw
LJC0602
POS
FY91.raw
LJC0602
POS
FY93.raw
LJC0602
POS
FY98.raw
LJC0602
POS
LC01.raw
LJC0602
POS
LC02.raw
LJC0602
POS
LC05.raw
LJC0602
POS
LC08.raw
LJC0602
POS
LC09.raw
LJC0602
POS
LC14.raw
LJC0602
POS
LC16.raw
LJC0602
POS
LC23.raw
LJC0602
POS
LC28.raw
LJC0602
POS
LC34.raw
LJC0602
POS
LC36.raw
LJC0602
POS
LC41.raw
LJC0602
POS
LC42.raw
LJC0602
POS
LC44.raw
LJC0602
POS
LC46.raw
LJC0602
POS
LC48.raw
LJC0602
POS
LC53.raw
LJC0602
POS
LC55.raw
LJC0602
POS
LC56.raw
LJC0602
POS
LC61.raw
LJC0602
POS
LC63.raw
LJC0602
POS
LC64.raw
LJC0602
POS
LC67.raw
LJC0602
POS
LC69.raw
LJC0602
POS
LC72.raw
LJC0602
POS
LC74.raw
LJC0602
POS
LC75.raw
LJC0602
POS
LC84.raw
LJC0602
POS
LC91.raw
LJC0602
POS
LC92.raw
LJC0602
POS
LC95.raw
LJC0602
POS
N_01.raw
LJC0602
POS
N_02.raw
LJC0602
POS
N_03.raw
LJC0602
POS
N_04.raw
LJC0602
POS
N_05.raw
LJC0602
POS
N_06.raw
LJC0602
POS
N_07.raw
LJC0602
POS
N_08.raw
LJC0602
POS
N_09.raw
LJC0602
POS
N_10.raw
LJC0602
POS
N_11.raw
LJC0602
POS
N_13.raw
LJC0602
POS
N_14.raw
LJC0602
POS
N_15.raw
LJC0602
POS
N_16.raw
LJC0602
POS
N_17.raw
LJC0602
POS
N_18.raw
LJC0602
POS
N_19.raw
LJC0602
POS
N_20.raw
LJC0602
POS
N_22.raw
LJC0602
POS
N_23.raw
LJC0602
POS
N_24.raw
LJC0602
POS
N_25.raw
LJC0602
POS
N_26.raw
LJC0602
POS
N_27.raw
LJC0602
POS
N_28.raw
LJC0602
POS
N_29.raw
LJC0602
POS
N_30.raw
LJC0602
POS
N_31.raw
LJC0602
POS
N_32.raw
LJC0602
POS
N_33.raw
LJC0602
POS
N_34.raw
LJC0602
POS
N_35.raw
LJC0602
POS
N_36.raw
LJC0602
POS
N_37.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 272 rows!
Extracted information for 272 samples.
Processing  ST000939
No raw data detected. Ignoring ST000939
Processing  ST003170
Initiating REDU-table generation for AN005202
Rest length is 6
raw file key found.
Initiating REDU-table generation for AN005203
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
48hr med_4772
Negative
1.raw
48hr med_4772
Negative
2.raw
48hr med_4772
Negative
3.raw
48hr med_4772
Negative
4.raw
48hr med_4772
Negative
5.raw
48hr med_4772
Negative
6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST001472
Initiating REDU-table generation for AN002448
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
01_A0_SI_T03-2017_naive_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
02_A1_SI_T03-2017_naive_170427_UKy_GCB_rep2-quench_ICMSA.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2815/3150 [3:31:44<08:27,  1.51s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2817/3150 [3:31:47<08:51,  1.60s/it]
raw_data
03_A2_SI_T03-2017_naive_170427_UKy_GCB_rep3-quench_ICMSA.raw
raw_data
04_B0_SI_T03-2017_syn_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
05_B1_SI_T03-2017_syn_170427_UKy_GCB_rep2-quench_ICMSA.raw
raw_data
06_B2_SI_T03-2017_syn_170427_UKy_GCB_rep3-quench_ICMSA.raw
raw_data
07_C1-1_SI_T03-2017_allo_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
08_C1-2_SI_T03-2017_allo_170427_UKy_GCB_rep2-quench_ICMSA.raw
raw_data
09_C2-0_SI_T03-2017_allo_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
10_B1-0_SI_T04-2017_syn_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
11_B1-1_SI_T04-2017_syn_170427_UKy_GCB_rep2-quench_ICMSA.raw
raw_data
12_B1-2_SI_T04-2017_syn_170427_UKy_GCB_rep3-quench_ICMSA.raw
raw_data
13_C1-1_SI_T04-2017_allo_170427_UKy_GCB_rep1-quench_ICMSA.raw
raw_data
14_C1-2_SI_T04-2017_allo_170427_UKy_GCB_rep2-quench_ICMSA.raw
raw_data
15_C1-20_SI_T04-2017_allo_170427_UKy_GCB_rep3-quench_ICMSA.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST002364
No raw data detected. Ignoring ST002364
Processing  ST003252
Initiating REDU-table generation for AN005327
Rest length is 35
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005328
Rest length is 35
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005329
Rest length is 35
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AMIDE heart mzml
C59.1_heart.mzML
AMIDE heart mzml
C59.2_heart.mzML
AMIDE heart mzml
C59.3_heart.mzML
AMIDE heart mzml
C61.1_heart.mzML
AMIDE heart mzml
C61.2_heart.mzML
AMIDE heart mzml
C61.3_heart.mzML
AMIDE heart mzml
C62.1_heart.mzML
AMIDE heart mzml
C62.2_heart.mzML
AMIDE heart mzml
C62.3_heart.mzML
AMIDE heart mzml
HF58.1_heart.mzML
AMIDE heart mzml
HF58.2_heart.mzML
AMIDE heart mzml
HF65.1_heart.mzML
AMIDE heart mzml
HF65.2_heart.mzML
AMIDE heart mzml
HF65.3_heart.mzML
AMIDE heart mzml
HF67.1_heart.mzML
AMIDE heart mzml
HF67.2_heart.mzML
AMIDE heart mzml
HF67.3_heart.mzML
AMIDE heart mzml
HFHS56.1_heart.mzML
AMIDE heart mzml
HFHS56.2_heart.mzML
AMIDE heart mzml
HFHS56.3_heart.mzML
AMIDE heart mzml
HFHS57.1_heart.mzML
AMIDE heart mzml
HFHS57.3_heart.mzML
AMIDE heart mzml
HFHS66.1_heart.mzML
AMIDE heart mzml
HFHS66.2_heart.mzML
AMIDE heart mzml
HFHS66.3_heart.mzML
AMIDE heart mzml
HS60.1_heart.mzML
AMIDE heart mzml
HS60.2_heart.mzML
AMIDE heart mzml
HS60.3_heart.mzML
AMIDE heart mzml
HS63.1_heart.mzML
AMIDE heart mzml
HS63.2_heart.mzML
AMIDE heart mzml
HS63.3_heart.mzML
AMIDE heart mzml
HS64.1_heart.mzML
AMIDE heart mzml
HS64.2_heart.mzML
AMIDE heart mzml
HS64.3_heart.mzML
HILIC positive heart
C59.1_heart.mzML
HILIC positive heart
C59.2_heart.mzML
HILIC positive heart
C59.3_heart.mzML
HILIC positive heart
C61.1_heart.mzML
HILIC positive heart
C61.2_heart.mzML
HILIC positive heart
C61.3_heart.mzML
HILIC positive heart
C62.1_heart.mzML
HILIC positive heart
C62.2_heart.mzML
HILIC positive heart
C62.3_heart.mzML
HILIC positive heart
HF58.1_heart.mzML
HILIC positive heart
HF58.2_heart.mzML
HILIC positive heart
HF58.3_heart.mzML
HILIC positive heart
HF65.1_heart.mzML
HILIC positive heart
HF65.2_heart.mzML
HILIC positive heart
HF65.3_heart.mzML
HILIC positive heart
HF67.1_heart.mzML
HILIC positive heart
HF67.2_heart.mzML
HILIC positive heart
HF67.3_heart.mzML
HILIC positive heart
HFHS56.1_heart.mzML
HILIC positive heart
HFHS56.2_heart.mzML
HILIC positive heart
HFHS56.3_heart.mzML
HILIC positive heart
HFHS57.1_heart.mzML
HILIC positive heart
HFHS57.3_heart.mzML
HILIC positive heart
HFHS66.1_heart.mzML
HILIC positive heart
HFHS66.2_heart.mzML
HILIC positive heart
HFHS66.3_heart.mzML
HILIC positive heart
HS60.1_heart.mzML
HILIC positive heart
HS60.2_heart.mzML
HILIC positive heart
HS60.3_heart.mzML
HILIC positive heart
HS63.1_heart.mzML
HILIC positive heart
HS63.2_heart.mzML
HILIC positive heart
HS63.3_heart.mzML
HILIC positive heart
HS64.1_heart.mzML
HILIC positive heart
HS64.2_heart.mzML
HILIC positive heart
HS64.3_heart.mzML
NAD heart mzml
C59.1_heart.mzML
NAD heart mzml
C59.2_heart.mzML
NAD heart mzml
C59.3_heart.mzML
NAD heart mzml
C61.1_heart.mzML
NAD heart mzml
C61.2_heart.mzML
NAD heart mzml
C61.3_heart.mzML
NAD heart mzml
C62.1_heart.mzML
NAD heart mzml
C62.3_heart.mzML
NAD heart mzml
HF58.1_heart.mzML
NAD heart mzml
HF58.2_heart.mzML
NAD heart mzml
HF58.3_heart.mzML
NAD heart mzml
HF65.1_heart.mzML
NAD heart mzml
HF65.2_heart.mzML
NAD heart mzml
HF65.3_heart.mzML
NAD heart mzml
HF67.2_heart.mzML
NAD heart mzml
HF67.3_heart.mzML
NAD heart mzml
HFHS56.1_heart.mzML
NAD heart mzml
HFHS56.2_heart.mzML
NAD heart mzml
HFHS56.3_heart.mzML
NAD heart mzml
HFHS57.1_heart.mzML
NAD heart mzml
HFHS57.3_heart.mzML
NAD heart mzml
HFHS66.1_heart.mzML
NAD heart mzml
HFHS66.2_heart.mzML
NAD heart mzml
HFHS66.3_heart.mzML
NAD heart mzml
HS60.1_heart.mzML
NAD heart mzml
HS60.2_heart.mzML
NAD heart mzml
HS63.1_heart.mzML
NAD heart mzml
HS63.2_heart.mzML
NAD heart mzml
HS63.3_heart.mzML
NAD heart mzml
HS64.1_heart.mzML
NAD heart mzml
HS64.2_heart.mzML
NAD heart mzml
HS64.3_heart.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 101 rows!
Extracted information for 101 samples.
Processing  ST000063
Initiating REDU-table generation for AN000101
Rest length is 97
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000063
165090_cdf
140317ajlsa01_1.cdf
ST000063
165090_cdf
140317ajlsa02_1.cdf
ST000063
165090_cdf
140317ajlsa03_1.cdf
ST000063
165090_cdf
140317ajlsa04_1.cdf
ST000063
165090_cdf
140317ajlsa05_1.cdf
ST000063
165090_cdf
140317ajlsa06_1.cdf
ST000063
165090_cdf
140317ajlsa07_1.cdf
ST000063
165090_cdf
140317ajlsa08_1.cdf
ST000063
165090_cdf
140317ajlsa09_1.cdf
ST000063
165090_cdf
140317ajlsa10_1.cdf
ST000063
165090_cdf
140317ajlsa11_1.cdf
ST000063
165090_cdf
140317ajlsa12_1.cdf
ST000063
165090_cdf
140317ajlsa13_1.cdf
ST000063
165090_cdf
140317ajlsa14_1.cdf
ST000063
165090_cdf
140317ajlsa16_1.cdf
ST000063
165090_cdf
140317ajlsa17_1.cdf
ST000063
165090_cdf
140317ajlsa18_1.cdf
ST000063
165090_cdf
140317ajlsa19_1.cdf
ST000063
165090_cdf
140317ajlsa20_1.cdf
ST000063
165090_cdf
140317ajlsa21_1.cdf
ST000063
165090_cdf
140317ajlsa22_1.cdf
ST000063
165090_cdf
140317ajlsa23_1.cdf
ST000063
165090_cdf
140317ajlsa24_1.cdf
ST000063
165090_cdf
140317ajlsa25_1.cdf
ST000063
165090_cdf
140317ajlsa26_1.cdf
ST000063
165090_cdf
140317ajlsa27_1.cdf
ST000063
165090_cdf
140317ajlsa28_1.cdf
ST000063
165090_cdf
140317ajlsa29_1.cdf
ST000063
165090_cdf
140317ajlsa30_1.cdf
ST000063
165090_cdf
140317ajlsa31_1.cdf
ST000063
165090_cdf
140317ajlsa32_1.cdf
ST000063
165090_cdf
140317ajlsa33_1.cdf
ST000063
165090_cdf
140317ajlsa34_1.cdf
ST000063
165090_cdf
140317ajlsa36_1.cdf
ST000063
165090_cdf
140317ajlsa37_1.cdf
ST000063
165090_cdf
140317ajlsa38_1.cdf
ST000063
165090_cdf
140317ajlsa39_1.cdf
ST000063
165090_cdf
140317ajlsa41_1.cdf
ST000063
165090_cdf
140317ajlsa42_1.cdf
ST000063
165090_cdf
140317ajlsa43_1.cdf
ST000063
165090_cdf
140317ajlsa45_1.cdf
ST000063
165090_cdf
140317ajlsa46_1.cdf
ST000063
165090_cdf
140317ajlsa47_1.cdf
ST000063
165090_cdf
140317ajlsa48_1.cdf
ST000063
165090_cdf
140317ajlsa49_1.cdf
ST000063
165090_cdf
140317ajlsa50_1.cdf
ST000063
165090_cdf
140318ajlsa01_2.cdf
ST000063
165090_cdf
140318ajlsa02_1.cdf
ST000063
165090_cdf
140318ajlsa03_1.cdf
ST000063
165090_cdf
140318ajlsa04_1.cdf
ST000063
165090_cdf
140318ajlsa06_1.cdf
ST000063
165090_cdf
140318ajlsa07_1.cdf
ST000063
165090_cdf
140318ajlsa08_1.cdf
ST000063
165090_cdf
140318ajlsa09_1.cdf
ST000063
165090_cdf
140318ajlsa10_1.cdf
ST000063
165090_cdf
140318ajlsa11_1.cdf
ST000063
165090_cdf
140318ajlsa12_1.cdf
ST000063
165090_cdf
140318ajlsa13_1.cdf
ST000063
165090_cdf
140318ajlsa14_1.cdf
ST000063
165090_cdf
140318ajlsa15_1.cdf
ST000063
165090_cdf
140318ajlsa16_1.cdf
ST000063
165090_cdf
140318ajlsa17_1.cdf
ST000063/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2818/3150 [3:31:50<10:11,  1.84s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 89%|████████▉ | 2819/3150 [3:31:52<10:38,  1.93s/it]
165090_cdf
140318ajlsa20_1.cdf
ST000063
165090_cdf
140318ajlsa21_1.cdf
ST000063
165090_cdf
140318ajlsa22_1.cdf
ST000063
165090_cdf
140318ajlsa24_1.cdf
ST000063
165090_cdf
140318ajlsa25_1.cdf
ST000063
165090_cdf
140318ajlsa26_1.cdf
ST000063
165090_cdf
140318ajlsa27_1.cdf
ST000063
165090_cdf
140318ajlsa28_1.cdf
ST000063
165090_cdf
140318ajlsa29_1.cdf
ST000063
165090_cdf
140318ajlsa30_1.cdf
ST000063
165090_cdf
140318ajlsa31_4.cdf
ST000063
165090_cdf
140318ajlsa32_4.cdf
ST000063
165090_cdf
140318ajlsa33_4.cdf
ST000063
165090_cdf
140318ajlsa34_4.cdf
ST000063
165090_cdf
140318ajlsa35_4.cdf
ST000063
165090_cdf
140318ajlsa37_4.cdf
ST000063
165090_cdf
140318ajlsa39_4.cdf
ST000063
165090_cdf
140318ajlsa40_4.cdf
ST000063
165090_cdf
140318ajlsa41_3.cdf
ST000063
165090_cdf
140318ajlsa42_3.cdf
ST000063
165090_cdf
140318ajlsa43_3.cdf
ST000063
165090_cdf
140318ajlsa44_3.cdf
ST000063
165090_cdf
140318ajlsa45_3.cdf
ST000063
165090_cdf
140318ajlsa46_3.cdf
ST000063
165090_cdf
140318ajlsa47_3.cdf
ST000063
165090_cdf
140318ajlsa48_3.cdf
ST000063
165090_cdf
140318ajlsa49_3.cdf
ST000063
165090_cdf
140318ajlsa50_3.cdf
ST000063
165090_cdf
140319ajlsa01_2.cdf
ST000063
165090_cdf
140319ajlsa02_2.cdf
ST000063
165090_cdf
140319ajlsa03_2.cdf
ST000063
165090_cdf
140319ajlsa04_2.cdf
ST000063
165090_cdf
140319ajlsa05_2.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 95 rows!
Extracted information for 95 samples.
Processing  ST002221
Initiating REDU-table generation for AN003630
Rest length is 45
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS58
MS58_001.raw
MS58
MS58_002.raw
MS58
MS58_003.raw
MS58
MS58_004.raw
MS58
MS58_005.raw
MS58
MS58_006.raw
MS58
MS58_007.raw
MS58
MS58_008.raw
MS58
MS58_009.raw
MS58
MS58_010.raw
MS58
MS58_011.raw
MS58
MS58_012.raw
MS58
MS58_013.raw
MS58
MS58_014.raw
MS58
MS58_015.raw
MS58
MS58_016.raw
MS58
MS58_017.raw
MS58
MS58_018.raw
MS58
MS58_019.raw
MS58
MS58_020.raw
MS58
MS58_021.raw
MS58
MS58_022.raw
MS58
MS58_023.raw
MS58
MS58_024.raw
MS58
MS58_025.raw
MS58
MS58_026.raw
MS58
MS58_027.raw
MS58
MS58_028.raw
MS58
MS58_029.raw
MS58
MS58_030.raw
MS58
MS58_031.raw
MS58
MS58_032.raw
MS58
MS58_033.raw
MS58
MS58_034.raw
MS58
MS58_035.raw
MS58
MS58_036.raw
MS58
MS58_037.raw
MS58
MS58_038.raw
MS58
MS58_039.raw
MS58
MS58_040.raw
MS58
MS58_041.raw
MS58
MS58_042.raw
MS58
MS58_043.raw
MS58
MS58_044.raw
MS58
MS58_045.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 45 rows!
Extracted information for 45 samples.
Processing  ST002439
Initiating REDU-table generation for AN003976
Rest length is 364
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_1.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_10.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_11.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_12.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_13.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_14.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_15.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_16.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_17.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_18.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_19.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_2.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_20.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_21.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_22.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_23.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_24.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_25.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_26.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_27.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_28.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_29.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_3.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_30.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_4.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_5.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_6.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_7.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_8.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_HHEAR_9.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_1.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_10.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_11.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_12.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_2.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_3.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_4.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_5.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_6.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_7.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_8.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_NIST_9.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_1.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_10.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_11.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_12.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_13.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_14.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_15.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_16.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_17.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_18.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_19.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_2.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_20.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_21.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_22.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_23.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_24.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_25.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_26.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_27.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_28.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_29.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_3.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_30.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_4.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_5.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_6.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_7.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_8.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_SP_9.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_1.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_10.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_100.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_101.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_102.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_103.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_104.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_105.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_106.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_107.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_108.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_109.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_11.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_110.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_111.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_112.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_113.raw
Perng Zhu Ferrara-LCMS-Untargeted
PZFe_S_114.raw
Perng Zhu Ferrara-LCMS-Untargeted
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Perng Zhu Ferrara-LCMS-Untargeted/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 364 rows!
Extracted information for 364 samples.
Processing  ST002639
Initiating REDU-table generation for AN004311
Rest length is 89
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/89 [00:00<?, ?it/s]

Mapping potential matches:  43%|████▎     | 38/89 [00:00<00:00, 376.07it/s]

Mapping potential matches:  85%|████████▌ | 76/89 [00:00<00:00, 377.92it/s]
Mapping potential matches: 100%|██████████| 89/89 [00:00<00:00, 378.01it/s]

 90%|████████▉ | 2821/3150 [3:31:58<11:20,  2.07s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|████████▉ | 2822/3150 [3:32:00<11:50,  2.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|████████▉ | 2826/3150 [3:32:03<06:49,  1.26s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001763
Initiating REDU-table generation for AN002870
Rest length is 22
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200722_QEF1_HILIC_mouse_liver_AW185.raw
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20200722_QEF1_HILIC_mouse_liver_AW194.raw
20200722_QEF1_HILIC_mouse_liver_AW195.raw
20200722_QEF1_HILIC_mouse_liver_AW196.raw
20200722_QEF1_HILIC_mouse_liver_AW197_pool1x.raw
20200722_QEF1_HILIC_mouse_liver_AW197_pool1x_20200722205818.raw
20200722_QEF1_HILIC_mouse_liver_AW197_pool1x_a.raw
20200722_QEF1_HILIC_mouse_liver_AW198_pool03x.raw
20200722_QEF1_HILIC_mouse_liver_AW198_pool03x_20200722212702.raw
20200722_QEF1_HILIC_mouse_liver_AW199_pool01x.raw
20200722_QEF1_HILIC_mouse_liver_AW199_pool01x_20200722215544.raw
20200722_QEF1_HILIC_mouse_liver_blank1.raw
20200722_QEF1_HILIC_mouse_liver_blank_end1.raw
20200722_QEF1_HILIC_mouse_liver_blank_end2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST000823
No raw data detected. Ignoring ST000823
Processing  ST000630
No raw data detected. Ignoring ST000630
Processing  ST000917
No raw data detected. Ignoring ST000917
Processing  ST003196
Initiating REDU-table generation for AN005245
Rest length is 10
raw file key found.
Initiating REDU-table generation for AN005246
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
LineH
HL60_CBD1_NEG.mzML
LineH
HL60_CBD1_POS.mzML
LineH
HL60_CBD2_NEG.mzML
LineH
HL60_CBD2_POS.mzML
LineH
HL60_CBD3_NEG.mzML
LineH
HL60_CBD3_POS.mzML
LineH
HL60_CBD4_NEG.mzML
LineH
HL60_CBD4_POS.mzML
LineH
HL60_CBD5_NEG.mzML
LineH
HL60_CBD5_POS.mzML
LineH
HL60_CTR1_NEG.mzML
LineH
HL60_CTR1_POS.mzML
LineH
HL60_CTR2_NEG.mzML
LineH
HL60_CTR2_POS.mzML
LineH
HL60_CTR3_NEG.mzML
LineH
HL60_CTR3_POS.mzML
LineH
HL60_CTR4_NEG.mzML
LineH
HL60_CTR4_POS.mzML
LineH
HL60_CTR5_NEG.mzML
LineH
HL60_CTR5_POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST003339
No raw data detected. Ignoring ST003339
Processing  ST001841
Initiating REDU-table generation for AN002984
Rest length is 178
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HILIC
Lung_micro_HILIC_NEG_AW_19H96.raw
HILIC
Lung_micro_HILIC_NEG_AW_19H97.raw
HILIC
Lung_micro_HILIC_NEG_AW_19H98.raw
HILIC
Lung_micro_HILIC_NEG_AW_19H99.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I01.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I02.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I03.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I04.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I05.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I06.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I07.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I08.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I09.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I10.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I11.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I12.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I13.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I14.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I15.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I16.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I21.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I22.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I23.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I24.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I25.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I26.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I27.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I28.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I29.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I30.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I31.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I32.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I33.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I34.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I35.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I36.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I37.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I38.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I39.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I40.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I41.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I42.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I43.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I44.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I45.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I46.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I47.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I48.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I49.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I50.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I51.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I52.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I53.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I54.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I55.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I57.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I58.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I59.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I60.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I61.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I62.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I63.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I64.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I65.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I66.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I67.raw
HILIC
Lung_micro_HILIC_NEG_AW_19I68.raw
HILIC
Lung_micro_HILIC_NEG_AW_20001.raw
HILIC
Lung_micro_HILIC_NEG_AW_20002.raw
HILIC
Lung_micro_HILIC_NEG_AW_20097.raw
HILIC
Lung_micro_HILIC_NEG_AW_20098.raw
HILIC
Lung_micro_HILIC_NEG_AW_20099.raw
HILIC
Lung_micro_HILIC_NEG_BR_01.raw
HILIC
Lung_micro_HILIC_NEG_BR_02.raw
HILIC
Lung_micro_HILIC_NEG_BR_03.raw
HILIC
Lung_micro_HILIC_NEG_BR_04.raw
HILIC
Lung_micro_HILIC_NEG_BR_05.raw
HILIC
Lung_micro_HILIC_NEG_BR_06.raw
HILIC
Lung_micro_HILIC_NEG_BR_07.raw
HILIC
Lung_micro_HILIC_NEG_BR_08.raw
HILIC
Lung_micro_HILIC_NEG_BR_09.raw
HILIC
Lung_micro_HILIC_NEG_BR_10.raw
HILIC
Lung_micro_HILIC_NEG_BR_11.raw
HILIC
Lung_micro_HILIC_NEG_BR_12.raw
HILIC
Lung_micro_HILIC_NEG_BR_13.raw
HILIC
Lung_micro_HILIC_NEG_BR_14.raw
HILIC
Lung_micro_HILIC_NEG_MB_01.raw
HILIC
Lung_micro_HILIC_NEG_MB_01_200301152845.raw
HILIC
Lung_micro_HILIC_NEG_MB_02.raw
HILIC
Lung_micro_HILIC_NEG_MB_02_200304022540.raw
HILIC
Lung_micro_HILIC_NEG_MB_03.raw
HILIC
Lung_micro_HILIC_NEG_MB_04.raw
HILIC
Lung_micro_HILIC_NEG_MB_05.raw
HILIC
Lung_micro_HILIC_NEG_MB_06.raw
HILIC
Lung_micro_HILIC_NEG_MB_07.raw
HILIC
Lung_micro_HILIC_NEG_MB_08.raw
HILIC
Lung_micro_HILIC_NEG_MB_09.raw
HILIC
Lung_micro_HILIC_NEG_MB_10.raw
HILIC
Lung_micro_HILIC_NEG_MB_11.raw
HILIC
Lung_micro_HILIC_NEG_MB_12.raw
HILIC
Lung_micro_HILIC_NEG_MB_13.raw
HILIC
Lung_micro_HILIC_NEG_MB_14.raw
HILIC
Lung_micro_HILIC_NEG_PA_19H96.raw
HILIC
Lung_micro_HILIC_NEG_PA_19H97.raw
HILIC
Lung_micro_HILIC_NEG_PA_19H98.raw
HILIC
Lung_micro_HILIC_NEG_PA_19H99.raw
HILIC/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|████████▉ | 2828/3150 [3:32:06<07:21,  1.37s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|████████▉ | 2830/3150 [3:32:10<08:20,  1.56s/it]
 90%|████████▉ | 2832/3150 [3:32:10<05:53,  1.11s/it]
Lung_micro_HILIC_NEG_PA_19I01.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I02.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I03.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I04.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I05.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I06.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I07.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I08.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I09.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I10.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I11.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I12.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I13.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I14.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I15.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I16.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I21.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I22.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I23.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I24.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I25.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I26.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I27.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I28.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I29.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I30.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I31.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I32.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I33.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I34.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I35.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I36.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I37.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I38.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I39.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I40.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I41.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I42.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I43.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I44.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I45.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I46.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I47.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I48.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I49.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I50.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I51.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I52.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I53.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I54.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I55.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I57.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I58.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I59.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I60.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I61.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I62.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I63.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I64.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I65.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I66.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I67.raw
HILIC
Lung_micro_HILIC_NEG_PA_19I68.raw
HILIC
Lung_micro_HILIC_NEG_PA_20001.raw
HILIC
Lung_micro_HILIC_NEG_PA_20002.raw
HILIC
Lung_micro_HILIC_NEG_PA_20097.raw
HILIC
Lung_micro_HILIC_NEG_media_1.raw
HILIC
Lung_micro_HILIC_NEG_media_2.raw
HILIC
Lung_micro_HILIC_NEG_media_3.raw
HILIC
Lung_micro_HILIC_NEG_media_4.raw
HILIC
Lung_micro_HILIC_NEG_media_5.raw
HILIC
Lung_micro_HILIC_NEG_media_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 178 rows!
Extracted information for 178 samples.
Processing  ST002733
No raw data detected. Ignoring ST002733
Processing  ST003114
Initiating REDU-table generation for AN005102
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005103
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005104
Rest length is 40
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005105
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SB_2
CL_S01_mitos_control.SMA_1.mzML
SB_2
CL_S02_mitos_control.SMA_2.mzML
SB_2
CL_S03_mitos_control.SMA_3.mzML
SB_2
CL_S04_mitos_control.SMA_4.mzML
SB_2
CL_S05_mitos_apoptosis.SMA_1.mzML
SB_2
CL_S06_mitos_apoptosis.SMA_2.mzML
SB_2
CL_S07_mitos_apoptosis.SMA_3.mzML
SB_2
CL_S08_mitos_apoptosis.SMA_4.mzML
SB_2
CL_S09_mitos_control_1.mzML
SB_2
CL_S10_mitos_control_2.mzML
SB_2
CL_S11_mitos_control_3.mzML
SB_2
CL_S12_mitos_control_4.mzML
SB_2
CL_S13_mitos_apoptosis_1.mzML
SB_2
CL_S14_mitos_apoptosis_2.mzML
SB_2
CL_S15_mitos_apoptosis_3.mzML
SB_2
CL_S16_mitos_apoptosis_4.mzML
SB_2
CerSM_S01_mitos_control.SMA_1.mzML
SB_2
CerSM_S02_mitos_control.SMA_2.mzML
SB_2
CerSM_S02_pulldown_Control_22.08.mzML
SB_2
CerSM_S03_mitos_control.SMA_3.mzML
SB_2
CerSM_S03_pulldown_Control_01.09.mzML
SB_2
CerSM_S04_mitos_control.SMA_4.mzML
SB_2
CerSM_S04_pulldown_Control_04.09.mzML
SB_2
CerSM_S05_mitos_apoptosis.SMA_1.mzML
SB_2
CerSM_S05_pulldown_Control_31.09.mzML
SB_2
CerSM_S06_mitos_apoptosis.SMA_2.mzML
SB_2
CerSM_S06_pulldown_Apoptosis_22.08.mzML
SB_2
CerSM_S07_mitos_apoptosis.SMA_3.mzML
SB_2
CerSM_S07_pulldown_Apoptosis_01.09.mzML
SB_2
CerSM_S08_mitos_apoptosis.SMA_4.mzML
SB_2
CerSM_S08_pulldown_Apoptosis_04.09.mzML
SB_2
CerSM_S09_mitos_control_1.mzML
SB_2
CerSM_S09_pulldown_Apoptosis_31.09.mzML
SB_2
CerSM_S10_mitos_control_2.mzML
SB_2
CerSM_S11_mitos_control_3.mzML
SB_2
CerSM_S12_mitos_control_4.mzML
SB_2
CerSM_S13_mitos_apoptosis_1.mzML
SB_2
CerSM_S14_mitos_apoptosis_2.mzML
SB_2
CerSM_S15_mitos_apoptosis_3.mzML
SB_2
CerSM_S16_mitos_apoptosis_4.mzML
SB_2
FA_S01_mitos_no.treatment_WT_1.mzML
SB_2
FA_S02_mitos_no.treatment_WT_2.mzML
SB_2
FA_S03_mitos_no.treatment_WT_3.mzML
SB_2
FA_S04_mitos_no.treatment_WT_4.mzML
SB_2
FA_S05_mitos_linoleic.acid_WT_1.mzML
SB_2
FA_S06_mitos_linoleic.acid_WT_2.mzML
SB_2
FA_S07_mitos_linoleic.acid_WT_3.mzML
SB_2
FA_S08_mitos_linoleic.acid_WT_4.mzML
SB_2
FA_S09_mitos_no.treatment_KO_1.mzML
SB_2
FA_S10_mitos_no.treatment_KO_2.mzML
SB_2
FA_S11_mitos_no.treatment_KO_3.mzML
SB_2
FA_S12_mitos_no.treatment_KO_4.mzML
SB_2
FA_S13_mitos_linoleic.acid_KO_1.mzML
SB_2
FA_S14_mitos_linoleic.acid_KO_2.mzML
SB_2
FA_S15_mitos_linoleic.acid_KO_3.mzML
SB_2
FA_S16_mitos_linoleic.acid_KO_4.mzML
SB_2
GPL_S01_mitos_control.SMA_1.mzML
SB_2
GPL_S02_mitos_control.SMA_2.mzML
SB_2
GPL_S02_pulldown_Control_22.08.mzML
SB_2
GPL_S03_pulldown_Control_01.09.mzML
SB_2
GPL_S04_mitos_control.SMA_4.mzML
SB_2
GPL_S04_pulldown_Control_04.09.mzML
SB_2
GPL_S05_mitos_apoptosis.SMA_1.mzML
SB_2
GPL_S05_pulldown_Control_31.09.mzML
SB_2
GPL_S06_mitos_apoptosis.SMA_2.mzML
SB_2
GPL_S06_pulldown_Apoptosis_22.08.mzML
SB_2
GPL_S07_mitos_apoptosis.SMA_3.mzML
SB_2
GPL_S07_pulldown_Apoptosis_01.09.mzML
SB_2
GPL_S08_pulldown_Apoptosis_04.09.mzML
SB_2
GPL_S09_mitos_control_1.mzML
SB_2
GPL_S09_pulldown_Apoptosis_31.09.mzML
SB_2
GPL_S11_mitos_control_3.mzML
SB_2
GPL_S12_mitos_control_4.mzML
SB_2
GPL_S13_mitos_apoptosis_1.mzML
SB_2
GPL_S15_mitos_apoptosis_3.mzML
SB_2
GPL_S16_mitos_apoptosis_4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 76 rows!
Extracted information for 76 samples.
Processing  ST002552
No raw data detected. Ignoring ST002552
Processing  ST002343
No raw data detected. Ignoring ST002343
Processing  ST003335
No raw data detected. Ignoring ST003335
Processing  ST002972
No raw data detected. Ignoring ST002972
Processing  ST001776
Initiating REDU-table generation for AN002883
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
mydata
S10R1.mzXML
mydata
S10R2.mzXML
mydata
S10R3.mzXML
mydata
S11R1.mzXML
mydata
S11R2.mzXML
mydata
S11R3.mzXML
mydata
S12R1.mzXML
mydata
S12R2.mzXML
mydata
S12R3.mzXML
mydata
S1R1.mzXML
mydata
S1R2.mzXML
mydata
S1R3.mzXML
mydata
S2R1.mzXML
mydata
S2R2.mzXML
mydata
S2R3.mzXML
mydata
S3R1.mzXML
mydata
S3R2.mzXML
mydata
S3R3.mzXML
mydata
S4R1.mzXML
mydata
S4R2.mzXML
mydata
S4R3.mzXML
mydata
S5R1.mzXML
mydata
S5R2.mzXML
mydata
S5R3.mzXML
mydata
S6R1.mzXML
mydata
S6R2.mzXML
mydata
S6R3.mzXML
mydata
S7R1.mzXML
mydata
S7R2.mzXML
mydata
S7R3.mzXML
mydata
S8R1.mzXML
mydata
S8R2.mzXML
mydata
S8R3.mzXML
mydata
S9R1.mzXML
mydata
S9R2.mzXML
mydata
S9R3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples./app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|█████████ | 2835/3150 [3:32:12<05:04,  1.03it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|█████████ | 2836/3150 [3:32:14<05:57,  1.14s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|█████████ | 2839/3150 [3:32:17<05:02,  1.03it/s]
 90%|█████████ | 2843/3150 [3:32:17<02:52,  1.78it/s]

Processing  ST002812
Initiating REDU-table generation for AN004579
Rest length is 17
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
S01 (1).mzML
S01 (10).mzML
S01 (11).mzML
S01 (12).mzML
S01 (13).mzML
S01 (14).mzML
S01 (15).mzML
S01 (16).mzML
S01 (17).mzML
S01 (2).mzML
S01 (3).mzML
S01 (4).mzML
S01 (5).mzML
S01 (6).mzML
S01 (7).mzML
S01 (8).mzML
S01 (9).mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST000712
No raw data detected. Ignoring ST000712
Processing  ST001398
No raw data detected. Ignoring ST001398
Processing  ST003020
Initiating REDU-table generation for AN004954
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1129.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1130.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1131.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1132.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1137.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1138.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1139.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1140.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1141.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1142.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1143.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1144.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1149.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1150.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1151.raw
Dataset21_longterm_lowFA_PKCi_MEL_polar
Copy of 20231002_QEF1_HILIC_AM_revision_Exp4_AM1152.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST000409
No raw data detected. Ignoring ST000409
Processing  ST000853
No raw data detected. Ignoring ST000853
Processing  ST002638
No raw data detected. Ignoring ST002638
Processing  ST003479
No raw data detected. Ignoring ST003479
Processing  ST003433
Initiating REDU-table generation for AN005639
Rest length is 43
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 503.22it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005640
Rest length is 43
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 514.70it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|█████████ | 2845/3150 [3:32:20<04:28,  1.14it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230506 Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Blank (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Blank.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-DMEM_F12 (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-DMEM_F12.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 0 uM DMM 0 mM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 0 uM DMM 0 mM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 0 uM DMM 0 mM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 0 uM DMM 5 mM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 0 uM DMM 5 mM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 0 uM DMM 5 mM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 1 uM DMM 0 mM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 1 uM DMM 0 mM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 1 uM DMM 0 mM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 1 uM DMM 5 mM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 1 uM DMM 5 mM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 1 uM DMM 5 mM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 1 uM GSK 1 uM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 1 uM GSK 1 uM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 1 uM GSK 1 uM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 40 uM DMM 0 mM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 40 uM DMM 0 mM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 40 uM DMM 0 mM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 40 uM DMM 5 mM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 40 uM DMM 5 mM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 40 uM DMM 5 mM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 40 uM GSK 1 uM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 40 uM GSK 1 uM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 40 uM GSK 1 uM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 5 uM DMM 0 mM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 5 uM DMM 0 mM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 5 uM DMM 0 mM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 5 uM DMM 5 mM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 5 uM DMM 5 mM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 5 uM DMM 5 mM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 5 uM GSK 1 uM cells (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 5 uM GSK 1 uM cells (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-Fasnall 5 uM GSK 1 uM cells.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-RPMI bottle (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-RPMI bottle (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-RPMI bottle D2O (2).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-RPMI bottle D2O (3).mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-RPMI bottle D2O.mzML
Dima DMM Fasnall GSK D2O mzML
20230506 Dima DMM Fasnall GSK D2O-RPMI bottle.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 43 rows!
Extracted information for 43 samples.
Processing  ST000786
No raw data detected. Ignoring ST000786
Processing  ST000693
No raw data detected. Ignoring ST000693
Processing  ST003365
Initiating REDU-table generation for AN005514
Rest length is 54
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 400.60it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005515
Rest length is 54
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 411.53it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|█████████ | 2847/3150 [3:32:25<06:05,  1.21s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20221210 Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-Blank (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells Fasnall 1 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells Fasnall 1 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells Fasnall 1.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells Fasnall 40 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells Fasnall 40 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells Fasnall 40.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells Fasnall 5 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells Fasnall 5 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells Fasnall 5.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells GSK 1000 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells GSK 1000 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells GSK 1000.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells GSK 200 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells GSK 200 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells GSK 200.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells GSK 500 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells GSK 500 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells GSK 500.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells control  (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells control  (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 cells control .mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med Fasnall 1 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med Fasnall 1 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med Fasnall 1.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med Fasnall 40 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med Fasnall 40 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med Fasnall 40.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med Fasnall 5 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med Fasnall 5 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med Fasnall 5.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med GSK 1000 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med GSK 1000 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med GSK 1000.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med GSK 200 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med GSK 200 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med GSK 200.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med GSK 500 (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med GSK 500 (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med GSK 500.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med control  (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med control  (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med control .mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med no cells  (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med no cells  (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-BT474 med no cells .mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-Blank (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-Blank (4).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-Blank (5).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-Blank (6).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-Blank.mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-DMEM_F12 no adds (2).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-DMEM_F12 no adds (3).mzML
Dima BT474 Fasnall Cells Med mzML
20221210 Dima BT474 Fasnall Cells Med-DMEM_F12 no adds.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 54 rows!
Extracted information for 54 samples.
Processing  ST001171
Initiating REDU-table generation for AN001936
Rest length is 248
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CP_1.raw
CP_10.raw
CP_11.raw
CP_12.raw
CP_13.raw
CP_14.raw
CP_15.raw
CP_16.raw
CP_17.raw
CP_18.raw
CP_19.raw
CP_2.raw
CP_20.raw
CP_21.raw
CP_22.raw
CP_23.raw
CP_24.raw
CP_3.raw
CP_4.raw
CP_5.raw
CP_6.raw
CP_7.raw
CP_8.raw
CP_9.raw
SP_1.raw
SP_10.raw
SP_11.raw
SP_12.raw
SP_13.raw
SP_14.raw
SP_15.raw
SP_16.raw
SP_17.raw
SP_18.raw
SP_19.raw
SP_2.raw
SP_20.raw
SP_21.raw
SP_22.raw
SP_23.raw
SP_24.raw
SP_3.raw
SP_4.raw
SP_5.raw
SP_6.raw
SP_7.raw
SP_8.raw
SP_9.raw
S_1.raw
S_10.raw
S_100.raw
S_101.raw
S_102.raw
S_103.raw
S_104.raw
S_105.raw
S_106.raw
S_107.raw
S_108.raw
S_109.raw
S_11.raw
S_110.raw
S_111.raw
S_112.raw
S_113.raw
S_114.raw
S_115.raw
S_116.raw
S_117.raw
S_118.raw
S_119.raw
S_12.raw
S_120.raw
S_121.raw
S_122.raw
S_123.raw
S_124.raw
S_125.raw
S_126.raw
S_127.raw
S_128.raw
S_129.raw
S_13.raw
S_130.raw
S_131.raw
S_132.raw
S_133.raw
S_134.raw
S_135.raw
S_136.raw
S_137.raw
S_138.raw
S_139.raw
S_14.raw
S_140.raw
S_141.raw
S_142.raw
S_143.raw
S_144.raw
S_145.raw
S_146.raw
S_147.raw
S_148.raw
S_149.raw
S_15.raw
S_150.raw
S_151.raw
S_152.raw
S_153.raw
S_154.raw
S_155.raw
S_156.raw
S_157.raw
S_158.raw
S_159.raw
S_16.raw
S_160.raw
S_161.raw
S_162.raw
S_163.raw
S_164.raw
S_165.raw
S_166.raw
S_167.raw
S_168.raw
S_169.raw
S_17.raw
S_170.raw
S_171.raw
S_172.raw
S_173.raw
S_174.raw
S_175.raw
S_176.raw
S_177.raw
S_178.raw
S_179.raw
S_18.raw
S_180.raw
S_181.raw
S_182.raw
S_183.raw
S_184.raw
S_185.raw
S_186.raw
S_187.raw
S_188.raw
S_189.raw
S_19.raw
S_190.raw
S_191.raw
S_192.raw
S_193.raw
S_194.raw
S_195.raw
S_196.raw
S_197.raw
S_198.raw
S_199.raw
S_2.raw
S_20.raw
S_200.raw
S_21.raw
S_22.raw
S_23.raw
S_24.raw
S_25.raw
S_26.raw
S_27.raw
S_28.raw
S_29.raw
S_3.raw
S_30.raw
S_31.raw
S_32.raw
S_33.raw
S_34.raw
S_35.raw
S_36.raw
S_37.raw
S_38.raw
S_39.raw
S_4.raw
S_40.raw
S_41.raw
S_42.raw
S_43.raw
S_44.raw
S_45.raw
S_46.raw
S_47.raw
S_48.raw
S_49.raw
S_5.raw
S_50.raw
S_51.raw
S_52.raw
S_53.raw
S_54.raw
S_55.raw
S_56.raw
S_57.raw
S_58.raw
S_59.raw
S_6.raw
S_60.raw
S_61.raw
S_62.raw
S_63.raw
S_64.raw
S_65.raw
S_66.raw
S_67.raw
S_68.raw
S_69.raw
S_7.raw
S_70.raw
S_71.raw
S_72.raw
S_73.raw
S_74.raw
S_75.raw
S_76.raw
S_77.raw
S_78.raw
S_79.raw
S_8.raw
S_80.raw
S_81.raw
S_82.raw
S_83.raw
S_84.raw
S_85.raw
S_86.raw
S_87.raw
S_88.raw
S_89.raw
S_9.raw
S_90.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|█████████ | 2848/3150 [3:32:29<08:04,  1.60s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 90%|█████████ | 2849/3150 [3:32:31<08:29,  1.69s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2851/3150 [3:32:33<07:33,  1.52s/it]
S_91.raw
S_92.raw
S_93.raw
S_94.raw
S_95.raw
S_96.raw
S_97.raw
S_98.raw
S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 248 rows!
Extracted information for 248 samples.
Processing  ST002565
Initiating REDU-table generation for AN004226
Rest length is 24
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PMM2-CDG tracer fructose experiments
SR01.mzML
PMM2-CDG tracer fructose experiments
SR02.mzML
PMM2-CDG tracer fructose experiments
SR03.mzML
PMM2-CDG tracer fructose experiments
SR04.mzML
PMM2-CDG tracer fructose experiments
SR05.mzML
PMM2-CDG tracer fructose experiments
SR06.mzML
PMM2-CDG tracer fructose experiments
SR07.mzML
PMM2-CDG tracer fructose experiments
SR08.mzML
PMM2-CDG tracer fructose experiments
SR09.mzML
PMM2-CDG tracer fructose experiments
SR10.mzML
PMM2-CDG tracer fructose experiments
SR11.mzML
PMM2-CDG tracer fructose experiments
SR12.mzML
PMM2-CDG tracer fructose experiments
SR13.mzML
PMM2-CDG tracer fructose experiments
SR14.mzML
PMM2-CDG tracer fructose experiments
SR15.mzML
PMM2-CDG tracer fructose experiments
SR16.mzML
PMM2-CDG tracer fructose experiments
SR17.mzML
PMM2-CDG tracer fructose experiments
SR18.mzML
PMM2-CDG tracer fructose experiments
SR19.mzML
PMM2-CDG tracer fructose experiments
SR20.mzML
PMM2-CDG tracer fructose experiments
SR21.mzML
PMM2-CDG tracer fructose experiments
SR22.mzML
PMM2-CDG tracer fructose experiments
SR23.mzML
PMM2-CDG tracer fructose experiments
SR24.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST002449
No raw data detected. Ignoring ST002449
Processing  ST002488
Initiating REDU-table generation for AN004062
Rest length is 60
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
negative
AG-23-TS-10_r41-.raw
negative
AG-23-TS-11_r46-.raw
negative
AG-23-TS-12_r36-.raw
negative
AG-23-TS-13_r14-.raw
negative
AG-23-TS-14_r10-.raw
negative
AG-23-TS-15_r40-.raw
negative
AG-23-TS-16_r27-.raw
negative
AG-23-TS-17_r31-.raw
negative
AG-23-TS-18_r38-.raw
negative
AG-23-TS-19_r54-.raw
negative
AG-23-TS-1_r16-.raw
negative
AG-23-TS-20_r39-.raw
negative
AG-23-TS-21_r19-.raw
negative
AG-23-TS-22_r1-.raw
negative
AG-23-TS-23_r18-.raw
negative
AG-23-TS-24_r58-.raw
negative
AG-23-TS-25_r60-.raw
negative
AG-23-TS-26_r55-.raw
negative
AG-23-TS-27_r2-.raw
negative
AG-23-TS-28_r17-.raw
negative
AG-23-TS-29_r22-.raw
negative
AG-23-TS-2_r23-.raw
negative
AG-23-TS-30_r6-.raw
negative
AG-23-TS-31_r37-.raw
negative
AG-23-TS-32_r3-.raw
negative
AG-23-TS-33_r24-.raw
negative
AG-23-TS-34_r44-.raw
negative
AG-23-TS-35_r42-.raw
negative
AG-23-TS-36_r26-.raw
negative
AG-23-TS-37_r50-.raw
negative
AG-23-TS-38_r13-.raw
negative
AG-23-TS-39_r12-.raw
negative
AG-23-TS-3_r48-.raw
negative
AG-23-TS-40_r29-.raw
negative
AG-23-TS-41_r51-.raw
negative
AG-23-TS-42_r59-.raw
negative
AG-23-TS-43_r52-.raw
negative
AG-23-TS-44_r7-.raw
negative
AG-23-TS-45_r45-.raw
negative
AG-23-TS-46_r43-.raw
negative
AG-23-TS-47_r57-.raw
negative
AG-23-TS-48_r25-.raw
negative
AG-23-TS-49_r5-.raw
negative
AG-23-TS-4_r49-.raw
negative
AG-23-TS-50_r8-.raw
negative
AG-23-TS-51_r34-.raw
negative
AG-23-TS-52_r47-.raw
negative
AG-23-TS-53_r30-.raw
negative
AG-23-TS-54_r56-.raw
negative
AG-23-TS-55_r15-.raw
negative
AG-23-TS-56_r9-.raw
negative
AG-23-TS-57_r33-.raw
negative
AG-23-TS-58_r11-.raw
negative
AG-23-TS-59_r21-.raw
negative
AG-23-TS-5_r28-.raw
negative
AG-23-TS-60_r32-.raw
negative
AG-23-TS-6_r4-.raw
negative
AG-23-TS-7_r53-.raw
negative
AG-23-TS-8_r20-.raw
negative
AG-23-TS-9_r35-.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST003276
No raw data detected. Ignoring ST003276
Processing  ST002101
Initiating REDU-table generation for AN003434
Rest length is 36
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 8317.45it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN003435
Rest length is 36
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 8143.84it/s]

 91%|█████████ | 2853/3150 [3:32:34<05:47,  1.17s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2854/3150 [3:32:36<06:43,  1.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2855/3150 [3:32:39<08:23,  1.71s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2857/3150 [3:32:42<07:40,  1.57s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002810
Initiating REDU-table generation for AN004570
Rest length is 35
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
266_01.raw
479_01.raw
480_02.raw
481_03.raw
482_04.raw
485_05.raw
486_06.raw
538_01.raw
539_06.raw
542_07.raw
543_08.raw
550_09.raw
551_10.raw
552_11.raw
556_02.raw
558_07.raw
559_03.raw
583_04.raw
585_05.raw
691_02.raw
746_03.raw
747_04.raw
748_05.raw
868_08.raw
907_09.raw
920_10.raw
967_01.raw
969_02.raw
970_03.raw
972_04.raw
974_05.raw
975_06.raw
976_07.raw
990_02.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 34 rows!
Extracted information for 34 samples.
Processing  ST003042
Initiating REDU-table generation for AN004990
Rest length is 21
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004991
Rest length is 21
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw data
neg_C_1.mzXML
raw data
neg_C_2.mzXML
raw data
neg_C_3.mzXML
raw data
neg_C_4.mzXML
raw data
neg_C_5.mzXML
raw data
neg_C_6.mzXML
raw data
neg_C_7.mzXML
raw data
neg_DP_1.mzXML
raw data
neg_DP_2.mzXML
raw data
neg_DP_3.mzXML
raw data
neg_DP_4.mzXML
raw data
neg_DP_5.mzXML
raw data
neg_DP_6.mzXML
raw data
neg_DP_7.mzXML
raw data
neg_P_1.mzXML
raw data
neg_P_2.mzXML
raw data
neg_P_3.mzXML
raw data
neg_P_4.mzXML
raw data
neg_P_5.mzXML
raw data
neg_P_6.mzXML
raw data
neg_P_7.mzXML
raw data
pos_C_1.mzXML
raw data
pos_C_2.mzXML
raw data
pos_C_3.mzXML
raw data
pos_C_4.mzXML
raw data
pos_C_5.mzXML
raw data
pos_C_6.mzXML
raw data
pos_C_7.mzXML
raw data
pos_DP_1.mzXML
raw data
pos_DP_2.mzXML
raw data
pos_DP_3.mzXML
raw data
pos_DP_4.mzXML
raw data
pos_DP_5.mzXML
raw data
pos_DP_6.mzXML
raw data
pos_DP_7.mzXML
raw data
pos_P_1.mzXML
raw data
pos_P_2.mzXML
raw data
pos_P_3.mzXML
raw data
pos_P_4.mzXML
raw data
pos_P_5.mzXML
raw data
pos_P_6.mzXML
raw data
pos_P_7.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 42 rows!
Extracted information for 42 samples.
Processing  ST002170
No raw data detected. Ignoring ST002170
Processing  ST002634
Initiating REDU-table generation for AN004306
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0199m_MoTrPAC_PASS1B_HP-PREFA01.raw
0199n_MoTrPAC_PASS1B_HP-PREFB01.raw
0199o_MoTrPAC_PASS1B_HP-Sed01-HIP.raw
0199p_MoTrPAC_PASS1B_HP-Sed02-HIP.raw
0199q_MoTrPAC_PASS1B_HP-IPE01-HIP.raw
0199r_MoTrPAC_PASS1B_HP-IPE02-HIP.raw
0200_MoTrPAC_PASS1B_HP-90217015205-HIP.raw
0201_MoTrPAC_PASS1B_HP-90218015205-HIP.raw
0202_MoTrPAC_PASS1B_HP-90222015205-HIP.raw
0203_MoTrPAC_PASS1B_HP-90223015205-HIP.raw
0204_MoTrPAC_PASS1B_HP-90225015205-HIP.raw
0205_MoTrPAC_PASS1B_HP-90227015205-HIP.raw
0206_MoTrPAC_PASS1B_HP-90229015205-HIP.raw
0207_MoTrPAC_PASS1B_HP-90232015205-HIP.raw
0208_MoTrPAC_PASS1B_HP-90237015205-HIP.raw
0209_MoTrPAC_PASS1B_HP-90239015205-HIP.raw
0210_MoTrPAC_PASS1B_HP-90245015205-HIP.raw
0211_MoTrPAC_PASS1B_HP-90248015205-HIP.raw
0212_MoTrPAC_PASS1B_HP-90251015205-HIP.raw
0213_MoTrPAC_PASS1B_HP-90252015205-HIP.raw
0214_MoTrPAC_PASS1B_HP-90254015205-HIP.raw
0215_MoTrPAC_PASS1B_HP-90258015205-HIP.raw
0216_MoTrPAC_PASS1B_HP-90259015205-HIP.raw
0217_MoTrPAC_PASS1B_HP-90265015205-HIP.raw
0218_MoTrPAC_PASS1B_HP-90266015205-HIP.raw
0219_MoTrPAC_PASS1B_HP-90267015205-HIP.raw
0219a_MoTrPAC_PASS1B_HP-PREFA02.raw
0219b_MoTrPAC_PASS1B_HP-PREFB02.raw
0220_MoTrPAC_PASS1B_HP-90280015205-HIP.raw
0221_MoTrPAC_PASS1B_HP-90281015205-HIP.raw
0222_MoTrPAC_PASS1B_HP-90283015205-HIP.raw
0223_MoTrPAC_PASS1B_HP-90289015205-HIP.raw
0224_MoTrPAC_PASS1B_HP-90292015205-HIP.raw
0225_MoTrPAC_PASS1B_HP-90406015205-HIP.raw
0226_MoTrPAC_PASS1B_HP-90410015205-HIP.raw
0227_MoTrPAC_PASS1B_HP-90412015205-HIP.raw
0228_MoTrPAC_PASS1B_HP-90416015205-HIP.raw
0229_MoTrPAC_PASS1B_HP-90420015205-HIP.raw
0230_MoTrPAC_PASS1B_HP-90421015205-HIP.raw
0231_MoTrPAC_PASS1B_HP-90422015205-HIP.raw
0232_MoTrPAC_PASS1B_HP-90423015205-HIP.raw
0233_MoTrPAC_PASS1B_HP-90426015205-HIP.raw
0234_MoTrPAC_PASS1B_HP-90430015205-HIP.raw
0235_MoTrPAC_PASS1B_HP-90439015205-HIP.raw
0236_MoTrPAC_PASS1B_HP-90441015205-HIP.raw
0237_MoTrPAC_PASS1B_HP-90444015205-HIP.raw
0238_MoTrPAC_PASS1B_HP-90449015205-HIP.raw
0239_MoTrPAC_PASS1B_HP-90450015205-HIP.raw
0239a_MoTrPAC_PASS1B_HP-PREFA03.raw
0239b_MoTrPAC_PASS1B_HP-PREFB03.raw
0240_MoTrPAC_PASS1B_HP-90559015205-HIP.raw
0241_MoTrPAC_PASS1B_HP-90560015205-HIP.raw
0242_MoTrPAC_PASS1B_HP-90564015205-HIP.raw
0243_MoTrPAC_PASS1B_HP-90567015205-HIP.raw
0244_MoTrPAC_PASS1B_HP-90571015205-HIP.raw
0245_MoTrPAC_PASS1B_HP-90576015205-HIP.raw
0246_MoTrPAC_PASS1B_HP-90578015205-HIP.raw
0247_MoTrPAC_PASS1B_HP-90581015205-HIP.raw
0248_MoTrPAC_PASS1B_HP-90585015205-HIP.raw
0249_MoTrPAC_PASS1B_HP-90587015205-HIP.raw
0249a_MoTrPAC_PASS1B_HP-Sed03-HIP.raw
0249b_MoTrPAC_PASS1B_HP-Sed04-HIP.raw
0249c_MoTrPAC_PASS1B_HP-IPE03-HIP.raw
0249d_MoTrPAC_PASS1B_HP-IPE04-HIP.raw
0249e_MoTrPAC_PASS1B_HP-PREFA04.raw
0249f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST002163
Initiating REDU-table generation for AN003544
Rest length is 37
raw file key found.
Initiating REDU-table generation for AN003545
Rest length is 37
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
In vivo
ICQE
Data
L1.mzXML
In vivo
ICQE
Data
L10.mzXML
In vivo
ICQE
Data
L10_MNAM.mzXML
In vivo
ICQE
Data
L11.mzXML
In vivo
ICQE
Data
L11_MNAM.mzXML
In vivo
ICQE
Data
L12.mzXML
In vivo
ICQE
Data
L12_MNAM.mzXML
In vivo
ICQE
Data
L13.mzXML
In vivo
ICQE
Data
L13_MNAM.mzXML
In vivo
ICQE
Data
L14.mzXML
In vivo
ICQE
Data
L14_MNAM.mzXML
In vivo
ICQE
Data
L15.mzXML
In vivo
ICQE
Data
L15_MNAM.mzXML
In vivo
ICQE
Data
L16.mzXML
In vivo
ICQE
Data
L16_MNAM.mzXML
In vivo
ICQE
Data
L17_MNAM.mzXML
In vivo
ICQE
Data
L1_MNAM.mzXML
In vivo
ICQE
Data
L2.mzXML
In vivo
ICQE
Data
L2_MNAM.mzXML
In vivo
ICQE
Data
L3.mzXML
In vivo
ICQE
Data
L3_MNAM.mzXML
In vivo
ICQE
Data
L4.mzXML
In vivo
ICQE
Data
L49.mzXML
In vivo
ICQE
Data
L4_MNAM.mzXML
In vivo
ICQE
Data
L5.mzXML
In vivo
ICQE
Data
L50.mzXML
In vivo
ICQE
Data
L51.mzXML
In vivo
ICQE
Data
L5_MNAM.mzXML
In vivo
ICQE
Data
L6.mzXML
In vivo
ICQE
Data
L6_MNAM.mzXML
In vivo
ICQE
Data
L7.mzXML
In vivo
ICQE
Data
L7_MNAM.mzXML
In vivo
ICQE
Data
L8.mzXML
In vivo
ICQE
Data
L8_MNAM.mzXML
In vivo
ICQE
Data
L9.mzXML
In vivo
ICQE
Data
L9_MNAM.mzXML
In vivo
PFPPQE
Data
L1.mzXML
In vivo
PFPPQE
Data
L10.mzXML
In vivo
PFPPQE
Data
L10_MNAM.mzXML
In vivo
PFPPQE
Data
L11.mzXML
In vivo/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2858/3150 [3:32:45<09:00,  1.85s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2859/3150 [3:32:47<09:37,  1.98s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2860/3150 [3:32:51<11:35,  2.40s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2862/3150 [3:32:53<08:41,  1.81s/it]
PFPPQE
Data
L11_MNAM.mzXML
In vivo
PFPPQE
Data
L12.mzXML
In vivo
PFPPQE
Data
L12_MNAM.mzXML
In vivo
PFPPQE
Data
L13.mzXML
In vivo
PFPPQE
Data
L13_MNAM.mzXML
In vivo
PFPPQE
Data
L14.mzXML
In vivo
PFPPQE
Data
L14_MNAM.mzXML
In vivo
PFPPQE
Data
L15.mzXML
In vivo
PFPPQE
Data
L15_MNAM.mzXML
In vivo
PFPPQE
Data
L16.mzXML
In vivo
PFPPQE
Data
L16_MNAM.mzXML
In vivo
PFPPQE
Data
L17_MNAM.mzXML
In vivo
PFPPQE
Data
L1_MNAM.mzXML
In vivo
PFPPQE
Data
L2.mzXML
In vivo
PFPPQE
Data
L2_MNAM.mzXML
In vivo
PFPPQE
Data
L3.mzXML
In vivo
PFPPQE
Data
L3_MNAM.mzXML
In vivo
PFPPQE
Data
L4.mzXML
In vivo
PFPPQE
Data
L49.mzXML
In vivo
PFPPQE
Data
L4_MNAM.mzXML
In vivo
PFPPQE
Data
L5.mzXML
In vivo
PFPPQE
Data
L50.mzXML
In vivo
PFPPQE
Data
L51.mzXML
In vivo
PFPPQE
Data
L5_MNAM.mzXML
In vivo
PFPPQE
Data
L6.mzXML
In vivo
PFPPQE
Data
L6_MNAM.mzXML
In vivo
PFPPQE
Data
L7.mzXML
In vivo
PFPPQE
Data
L7_MNAM.mzXML
In vivo
PFPPQE
Data
L8.mzXML
In vivo
PFPPQE
Data
L8_MNAM.mzXML
In vivo
PFPPQE
Data
L9.mzXML
In vivo
PFPPQE
Data
L9_MNAM.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 72 rows!
Extracted information for 72 samples.
Processing  ST002309
Initiating REDU-table generation for AN003771
Rest length is 6
raw file key found.
Initiating REDU-table generation for AN003772
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MaC1_E1_1.raw
MaC1_E1_2.raw
MaC1_E2_1.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 3 rows!
Extracted information for 3 samples.
Processing  ST001168
Initiating REDU-table generation for AN001931
Rest length is 59
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN001932
Rest length is 59
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST001168
negative
FA12.raw
ST001168
negative
FA13.raw
ST001168
negative
FA2.raw
ST001168
negative
FA3.raw
ST001168
negative
FA4.raw
ST001168
negative
FA6.raw
ST001168
negative
FA7.raw
ST001168
negative
FA9.raw
ST001168
negative
FC10.raw
ST001168
negative
FC12.raw
ST001168
negative
FC13.raw
ST001168
negative
FC14.raw
ST001168
negative
FC16.raw
ST001168
negative
FC17.raw
ST001168
negative
FC2.raw
ST001168
negative
FC29.raw
ST001168
negative
FC9.raw
ST001168
negative
af10.raw
ST001168
negative
af11.raw
ST001168
negative
af12.raw
ST001168
negative
af13.raw
ST001168
negative
af14.raw
ST001168
negative
af15.raw
ST001168
negative
af16.raw
ST001168
negative
af17.raw
ST001168
negative
af18.raw
ST001168
negative
af19.raw
ST001168
negative
af20.raw
ST001168
negative
af21.raw
ST001168
negative
af22.raw
ST001168
negative
af23.raw
ST001168
negative
af24.raw
ST001168
negative
af25.raw
ST001168
negative
af26.raw
ST001168
negative
af27.raw
ST001168
negative
af28.raw
ST001168
negative
af29.raw
ST001168
negative
af30.raw
ST001168
negative
af31.raw
ST001168
negative
af32.raw
ST001168
negative
af33.raw
ST001168
negative
af34.raw
ST001168
negative
af35.raw
ST001168
negative
af36.raw
ST001168
negative
af37.raw
ST001168
negative
af38.raw
ST001168
negative
af39.raw
ST001168
negative
af40.raw
ST001168
negative
af41.raw
ST001168
negative
af42.raw
ST001168
negative
af43.raw
ST001168
negative
af44.raw
ST001168
negative
af45.raw
ST001168
negative
af46.raw
ST001168
negative
af47.raw
ST001168
negative
af48.raw
ST001168
negative
af49.raw
ST001168
negative
af50.raw
ST001168
negative
af9.raw
ST001168
positive
FA12.raw
ST001168
positive
FA13.raw
ST001168
positive
FA2.raw
ST001168
positive
FA3.raw
ST001168
positive
FA4.raw
ST001168
positive
FA6.raw
ST001168
positive
FA7.raw
ST001168
positive
FA9.raw
ST001168
positive
FC10.raw
ST001168
positive
FC12.raw
ST001168
positive
FC13.raw
ST001168
positive
FC14.raw
ST001168
positive
FC16.raw
ST001168
positive
FC17.raw
ST001168
positive
FC2.raw
ST001168
positive
FC29.raw
ST001168
positive
FC9.raw
ST001168
positive
af10.raw
ST001168
positive
af11.raw
ST001168
positive
af12.raw
ST001168
positive
af13.raw
ST001168
positive
af14.raw
ST001168
positive
af15.raw
ST001168
positive
af16.raw
ST001168
positive
af17.raw
ST001168
positive
af18.raw
ST001168
positive
af19.raw
ST001168
positive
af20.raw
ST001168
positive
af21.raw
ST001168
positive
af22.raw
ST001168
positive
af23.raw
ST001168
positive
af24.raw
ST001168
positive
af25.raw
ST001168
positive
af26.raw
ST001168
positive
af27.raw
ST001168
positive
af28.raw
ST001168
positive
af29.raw
ST001168
positive
af30.raw
ST001168
positive
af31.raw
ST001168
positive
af32.raw
ST001168
positive
af33.raw
ST001168
positive
af34.raw
ST001168
positive
af35.raw
ST001168
positive
af36.raw
ST001168
positive
af37.raw
ST001168
positive
af38.raw
ST001168
positive
af39.raw
ST001168
positive
af40.raw
ST001168
positive
af41.raw
ST001168
positive
af42.raw
ST001168
positive
af43.raw
ST001168
positive
af44.raw
ST001168
positive
af45.raw
ST001168
positive
af46.raw
ST001168
positive
af47.raw
ST001168
positive
af48.raw
ST001168
positive
af49.raw
ST001168
positive
af50.raw
ST001168
positive
af9.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 118 rows!
Extracted information for 118 samples.
Processing  ST001440
No raw data detected. Ignoring ST001440
Processing  ST001279
Initiating REDU-table generation for AN002120
Rest length is 63
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
K13DataMW
Trial 6 Rings
C2350_t6.raw
K13DataMW
Trial 6 Rings
C2DM_t6.raw
K13DataMW
Trial 6 Rings
C2ND_t6.raw
K13DataMW
Trial 6 Rings
H4350_t6.raw
K13DataMW
Trial 6 Rings
H4DM_t6.raw
K13DataMW
Trial 6 Rings
H4ND_t6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST001351
No raw data detected. Ignoring ST001351
Processing  ST000054
Initiating REDU-table generation for AN000092
Rest length is 192
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
1402110jcsa02_1.cdf
1402110jcsa03_1.cdf
1402110jcsa04_1.cdf
1402110jcsa05_1.cdf
1402110jcsa06_1.cdf
1402110jcsa07_1.cdf
1402110jcsa08_1.cdf
1402110jcsa09_1.cdf
1402110jcsa10_1.cdf
1402110jcsa11_1.cdf
1402110jcsa12_1.cdf
1402110jcsa13_1.cdf
1402110jcsa14_1.cdf
1402110jcsa15_1.cdf
1402110jcsa16_1.cdf
1402110jcsa17_1.cdf
1402110jcsa18_1.cdf
1402110jcsa19_1.cdf
1402110jcsa20_1.cdf
1402110jcsa21_1.cdf
1402110jcsa22_1.cdf
1402110jcsa23_1.cdf
1402110jcsa24_1.cdf
1402110jcsa25_1.cdf
1402110jcsa26_1.cdf
1402110jcsa27_1.cdf
1402110jcsa28_1.cdf
1402110jcsa29_1.cdf
1402110jcsa30_1.cdf
1402110jcsa31_1.cdf
1402110jcsa32_1.cdf
1402110jcsa33_1.cdf
1402110jcsa34_1.cdf
1402110jcsa35_1.cdf
1402110jcsa36_1.cdf
1402110jcsa37_1.cdf
1402110jcsa38_1.cdf
1402110jcsa39_1.cdf
1402110jcsa40_1.cdf
1402110jcsa41_1.cdf
1402110jcsa42_1.cdf
1402110jcsa43_1.cdf
1402110jcsa44_1.cdf
1402110jcsa45_1.cdf
1402110jcsa46_1.cdf
1402110jcsa47_1.cdf
1402110jcsa48_1.cdf
140214ajcsa02_1.cdf
140214ajcsa03_1.cdf
140214ajcsa04_1.cdf
140214ajcsa05_1.cdf
140214ajcsa06_1.cdf
140214ajcsa07_1.cdf
140214ajcsa08_1.cdf
140214ajcsa09_1.cdf
140214ajcsa10_1.cdf
140214ajcsa11_1.cdf
140214ajcsa12_1.cdf
140214ajcsa13_1.cdf
140214ajcsa14_1.cdf
140214ajcsa15_1.cdf
140214ajcsa16_1.cdf
140214ajcsa17_1.cdf
140214ajcsa18_1.cdf
140214ajcsa19_1.cdf
140214ajcsa20_1.cdf
140214ajcsa21_1.cdf
140214ajcsa22_1.cdf
140214ajcsa23_1.cdf
140214ajcsa24_1.cdf
140214ajcsa25_1.cdf
140214ajcsa26_1.cdf
140214ajcsa27_1.cdf
140214ajcsa28_1.cdf
140214ajcsa29_1.cdf
140214ajcsa30_1.cdf
140214ajcsa31_1.cdf
140214ajcsa32_1.cdf
140214ajcsa33_1.cdf
140214ajcsa34_1.cdf
140214ajcsa35_1.cdf
140214ajcsa36_1.cdf
140214ajcsa37_1.cdf
140214ajcsa38_1.cdf
140214ajcsa39_1.cdf
140214ajcsa40_1.cdf
140214ajcsa41_1.cdf
140214ajcsa42_1.cdf/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2864/3150 [3:32:56<08:13,  1.72s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2865/3150 [3:32:59<09:30,  2.00s/it]
140214ajcsa43_1.cdf
140214ajcsa44_1.cdf
140214ajcsa45_1.cdf
140214ajcsa46_1.cdf
140214ajcsa47_1.cdf
140214ajcsa48_1.cdf
140217ajcsa02_1.cdf
140217ajcsa03_1.cdf
140217ajcsa04_1.cdf
140217ajcsa05_1.cdf
140217ajcsa06_1.cdf
140217ajcsa07_1.cdf
140217ajcsa08_1.cdf
140217ajcsa09_1.cdf
140217ajcsa10_1.cdf
140217ajcsa11_1.cdf
140217ajcsa12_1.cdf
140217ajcsa13_1.cdf
140217ajcsa14_1.cdf
140217ajcsa15_1.cdf
140217ajcsa16_1.cdf
140217ajcsa17_1.cdf
140217ajcsa18_1.cdf
140217ajcsa19_1.cdf
140217ajcsa20_1.cdf
140217ajcsa21_1.cdf
140217ajcsa22_1.cdf
140217ajcsa23_1.cdf
140217ajcsa24_1.cdf
140217ajcsa25_1.cdf
140217ajcsa26_1.cdf
140217ajcsa27_1.cdf
140217ajcsa28_1.cdf
140217ajcsa29_1.cdf
140217ajcsa30_1.cdf
140217ajcsa31_1.cdf
140217ajcsa32_1.cdf
140217ajcsa33_1.cdf
140217ajcsa34_1.cdf
140217ajcsa35_1.cdf
140217ajcsa36_1.cdf
140217ajcsa37_1.cdf
140217ajcsa38_1.cdf
140217ajcsa39_1.cdf
140217ajcsa40_1.cdf
140217ajcsa41_1.cdf
140217ajcsa42_1.cdf
140217ajcsa43_1.cdf
140217ajcsa44_1.cdf
140217ajcsa45_1.cdf
140217ajcsa46_1.cdf
140217ajcsa47_1.cdf
140217ajcsa48_1.cdf
140219ajcsa02_1.cdf
140219ajcsa03_1.cdf
140219ajcsa04_1.cdf
140219ajcsa05_1.cdf
140219ajcsa06_1.cdf
140219ajcsa07_1.cdf
140219ajcsa08_1.cdf
140219ajcsa09_1.cdf
140219ajcsa10_1.cdf
140219ajcsa11_1.cdf
140219ajcsa12_1.cdf
140219ajcsa13_1.cdf
140219ajcsa14_1.cdf
140219ajcsa15_1.cdf
140219ajcsa16_1.cdf
140219ajcsa17_1.cdf
140219ajcsa18_1.cdf
140219ajcsa19_1.cdf
140219ajcsa20_1.cdf
140219ajcsa21_1.cdf
140219ajcsa22_1.cdf
140219ajcsa23_1.cdf
140219ajcsa24_1.cdf
140219ajcsa25_1.cdf
140219ajcsa26_1.cdf
140219ajcsa27_1.cdf
140219ajcsa28_1.cdf
140219ajcsa29_1.cdf
140219ajcsa30_1.cdf
140219ajcsa31_1.cdf
140219ajcsa32_1.cdf
140219ajcsa33_1.cdf
140219ajcsa34_1.cdf
140219ajcsa35_1.cdf
140219ajcsa36_1.cdf
140219ajcsa37_1.cdf
140219ajcsa38_1.cdf
140219ajcsa39_1.cdf
140219ajcsa40_1.cdf
140219ajcsa41_1.cdf
140219ajcsa42_1.cdf
140219ajcsa43_1.cdf
140219ajcsa44_1.cdf
140219ajcsa45_1.cdf
140219ajcsa46_1.cdf
140219ajcsa50_1.cdf
140219ajcsa51_1.cdf
140219ajcsa52_1.cdf
140219ajcsa53_1.cdf
140219ajcsa54_1.cdf
140219ajcsa55_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 192 rows!
Extracted information for 192 samples.
Processing  ST001722
Initiating REDU-table generation for AN002806
Rest length is 110
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Plasma_neg_100.mzXML
Plasma_neg_101.mzXML
Plasma_neg_102.mzXML
Plasma_neg_103.mzXML
Plasma_neg_104.mzXML
Plasma_neg_105.mzXML
Plasma_neg_107.mzXML
Plasma_neg_108.mzXML
Plasma_neg_109.mzXML
Plasma_neg_110.mzXML
Plasma_neg_111.mzXML
Plasma_neg_112.mzXML
Plasma_neg_113.mzXML
Plasma_neg_114.mzXML
Plasma_neg_115.mzXML
Plasma_neg_116.mzXML
Plasma_neg_117.mzXML
Plasma_neg_118.mzXML
Plasma_neg_119.mzXML
Plasma_neg_21.mzXML
Plasma_neg_22.mzXML
Plasma_neg_23.mzXML
Plasma_neg_24.mzXML
Plasma_neg_25.mzXML
Plasma_neg_26.mzXML
Plasma_neg_27.mzXML
Plasma_neg_28.mzXML
Plasma_neg_29.mzXML
Plasma_neg_30.mzXML
Plasma_neg_31.mzXML
Plasma_neg_32.mzXML
Plasma_neg_33.mzXML
Plasma_neg_34.mzXML
Plasma_neg_35.mzXML
Plasma_neg_36.mzXML
Plasma_neg_37.mzXML
Plasma_neg_38.mzXML
Plasma_neg_39.mzXML
Plasma_neg_40.mzXML
Plasma_neg_41.mzXML
Plasma_neg_42.mzXML
Plasma_neg_43.mzXML
Plasma_neg_44.mzXML
Plasma_neg_45.mzXML
Plasma_neg_46.mzXML
Plasma_neg_47.mzXML
Plasma_neg_48.mzXML
Plasma_neg_49.mzXML
Plasma_neg_50.mzXML
Plasma_neg_51.mzXML
Plasma_neg_52.mzXML
Plasma_neg_53.mzXML
Plasma_neg_54.mzXML
Plasma_neg_55.mzXML
Plasma_neg_56.mzXML
Plasma_neg_57.mzXML
Plasma_neg_58.mzXML
Plasma_neg_59.mzXML
Plasma_neg_60.mzXML
Plasma_neg_81.mzXML
Plasma_neg_82.mzXML
Plasma_neg_83.mzXML
Plasma_neg_84.mzXML
Plasma_neg_85.mzXML
Plasma_neg_86.mzXML
Plasma_neg_87.mzXML
Plasma_neg_88.mzXML
Plasma_neg_89.mzXML
Plasma_neg_90.mzXML
Plasma_neg_91.mzXML
Plasma_neg_92.mzXML
Plasma_neg_93.mzXML
Plasma_neg_94.mzXML
Plasma_neg_95.mzXML
Plasma_neg_96.mzXML
Plasma_neg_97.mzXML
Plasma_neg_98.mzXML
Plasma_neg_99.mzXML
QC-1_neg_1.mzXML
QC-1_neg_1a.mzXML
QC-1_neg_2.mzXML
QC-1_neg_2a.mzXML
QC-1_neg_3.mzXML
QC-1_neg_3a.mzXML
QC-1_neg_4.mzXML
QC-1_neg_4a.mzXML
QC-2_neg_1.mzXML
QC-2_neg_1a.mzXML
QC-2_neg_2.mzXML
QC-2_neg_2a.mzXML
QC-2_neg_3.mzXML
QC-2_neg_3a.mzXML
QC-2_neg_4.mzXML
QC-2_neg_4a.mzXML
QC-3_neg_1.mzXML
QC-3_neg_1a.mzXML
QC-3_neg_2.mzXML
QC-3_neg_2a.mzXML
QC-3_neg_3.mzXML
QC-3_neg_3a.mzXML
QC-3_neg_4.mzXML
QC-3_neg_4a.mzXML
QC-4_neg_1.mzXML
QC-4_neg_1a.mzXML
QC-4_neg_2.mzXML
QC-4_neg_2a.mzXML
QC-4_neg_3.mzXML
QC-4_neg_3a.mzXML
QC-4_neg_4.mzXML
QC-4_neg_4a.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 110 rows!
Extracted information for 110 samples.
Processing  ST001232
No raw data detected. Ignoring ST001232
Processing  ST002776
Initiating REDU-table generation for AN004519
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/25 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 25/25 [00:00<00:00, 1017.58it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004520
Rest length is 24
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/25 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 25/25 [00:00<00:00, 1007.87it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2867/3150 [3:33:02<08:09,  1.73s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Tectum_RAW_Data
Left_Optic_Tectum_1_NEG.raw
Tectum_RAW_Data
Right_Optic_Tectum_1_NEG.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST001306
No raw data detected. Ignoring ST001306
Processing  ST000729
No raw data detected. Ignoring ST000729
Processing  ST002196
Initiating REDU-table generation for AN003595
Rest length is 90
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
human_raw_file
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human_raw_file
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human_raw_file
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human_raw_file
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human_raw_file
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human_raw_file
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human_raw_file
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human_raw_file
KIT3-0-5505_1036508980_56_0_1_1_00_1036508646.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2870/3150 [3:33:04<06:31,  1.40s/it]
 91%|█████████ | 2872/3150 [3:33:05<04:42,  1.02s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2873/3150 [3:33:07<05:32,  1.20s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████ | 2874/3150 [3:33:22<18:21,  3.99s/it]
human_raw_file
KIT3-0-5505_1036508980_57_0_1_1_00_1036508714.wiff
human_raw_file
KIT3-0-5505_1036508980_58_0_1_1_00_1036508791.wiff
human_raw_file
KIT3-0-5505_1036508980_59_0_1_1_00_1036508873.wiff
human_raw_file
KIT3-0-5505_1036508980_60_0_1_1_00_1036508956.wiff
human_raw_file
KIT3-0-5505_1036508980_67_0_1_1_00_1036508578.wiff
human_raw_file
KIT3-0-5505_1036508980_68_0_1_1_00_1036508651.wiff
human_raw_file
KIT3-0-5505_1036508980_69_0_1_1_00_1036508729.wiff
human_raw_file
KIT3-0-5505_1036508980_70_0_1_1_00_1036508801.wiff
human_raw_file
KIT3-0-5505_1036508980_71_0_1_1_00_1036508888.wiff
human_raw_file
KIT3-0-5505_1036508980_72_0_1_1_00_1036508961.wiff
human_raw_file
KIT3-0-5505_1036508980_79_0_1_1_00_1036508582.wiff
human_raw_file
KIT3-0-5505_1036508980_80_0_1_1_00_1036508665.wiff
human_raw_file
KIT3-0-5505_1036508980_81_0_1_1_00_1036508733.wiff
human_raw_file
KIT3-0-5505_1036508980_82_0_1_1_00_1036508816.wiff
human_raw_file
KIT3-0-5505_1036508980_83_0_1_1_00_1036508892.wiff
human_raw_file
KIT3-0-5505_1036508980_91_0_1_1_00_1036508597.wiff
human_raw_file
KIT3-0-5505_1036508980_92_0_1_1_00_1036508670.wiff
human_raw_file
KIT3-0-5505_1036508980_93_0_1_1_00_1036508748.wiff
human_raw_file
KIT3-0-5505_1036508980_94_0_1_1_00_1036508821.wiff
human_raw_file
KIT3-0-5505_1036508980_95_0_1_1_00_1036508903.wiff
human_raw_file
KIT3-0-5505_1036520597_06_0_1_1_00_1036520050.wiff
human_raw_file
KIT3-0-5505_1036520597_07_0_1_1_00_1036520132.wiff
human_raw_file
KIT3-0-5505_1036520597_08_0_1_1_00_1036520215.wiff
human_raw_file
KIT3-0-5505_1036520597_09_0_1_1_00_1036520291.wiff
human_raw_file
KIT3-0-5505_1036520597_10_0_1_1_00_1036520360.wiff
human_raw_file
KIT3-0-5505_1036520597_11_0_1_1_00_1036520442.wiff
human_raw_file
KIT3-0-5505_1036520597_12_0_1_1_00_1036520525.wiff
human_raw_file
KIT3-0-5505_1036520597_20_0_1_1_00_1036520220.wiff
human_raw_file
KIT3-0-5505_1036520597_21_0_1_1_00_1036520302.wiff
human_raw_file
KIT3-0-5505_1036520597_22_0_1_1_00_1036520374.wiff
human_raw_file
KIT3-0-5505_1036520597_23_0_1_1_00_1036520457.wiff
human_raw_file
KIT3-0-5505_1036520597_24_0_1_1_00_1036520530.wiff
human_raw_file
KIT3-0-5505_1036520597_30_0_1_1_00_1036520079.wiff
human_raw_file
KIT3-0-5505_1036520597_31_0_1_1_00_1036520151.wiff
human_raw_file
KIT3-0-5505_1036520597_32_0_1_1_00_1036520234.wiff
human_raw_file
KIT3-0-5505_1036520597_33_0_1_1_00_1036520317.wiff
human_raw_file
KIT3-0-5505_1036520597_34_0_1_1_00_1036520389.wiff
human_raw_file
KIT3-0-5505_1036520597_35_0_1_1_00_1036520461.wiff
human_raw_file
KIT3-0-5505_1036520597_36_0_1_1_00_1036520544.wiff
human_raw_file
KIT3-0-5505_1036520597_44_0_1_1_00_1036520249.wiff
human_raw_file
KIT3-0-5505_1036520597_46_0_1_1_00_1036520393.wiff
human_raw_file
KIT3-0-5505_1036520597_47_0_1_1_00_1036520476.wiff
human_raw_file
KIT3-0-5505_1036520597_48_0_1_1_00_1036520559.wiff
human_raw_file
KIT3-0-5505_1036520597_54_0_1_1_00_1036520098.wiff
human_raw_file
KIT3-0-5505_1036520597_55_0_1_1_00_1036520171.wiff
human_raw_file
KIT3-0-5505_1036520597_56_0_1_1_00_1036520253.wiff
human_raw_file
KIT3-0-5505_1036520597_57_0_1_1_00_1036520321.wiff
human_raw_file
KIT3-0-5505_1036520597_58_0_1_1_00_1036520404.wiff
human_raw_file
KIT3-0-5505_1036520597_59_0_1_1_00_1036520481.wiff
human_raw_file
KIT3-0-5505_1036520597_60_0_1_1_00_1036520563.wiff
human_raw_file
KIT3-0-5505_1036520597_65_0_1_1_00_1036520031.wiff
human_raw_file
KIT3-0-5505_1036520597_67_0_1_1_00_1036520185.wiff
human_raw_file
KIT3-0-5505_1036520597_68_0_1_1_00_1036520268.wiff
human_raw_file
KIT3-0-5505_1036520597_69_0_1_1_00_1036520336.wiff
human_raw_file
KIT3-0-5505_1036520597_70_0_1_1_00_1036520419.wiff
human_raw_file
KIT3-0-5505_1036520597_71_0_1_1_00_1036520495.wiff
human_raw_file
KIT3-0-5505_1036520597_72_0_1_1_00_1036520578.wiff
human_raw_file
KIT3-0-5505_1036520597_78_0_1_1_00_1036520113.wiff
human_raw_file
KIT3-0-5505_1036520597_79_0_1_1_00_1036520190.wiff
human_raw_file
KIT3-0-5505_1036520597_80_0_1_1_00_1036520272.wiff
human_raw_file
KIT3-0-5505_1036520597_81_0_1_1_00_1036520341.wiff
human_raw_file
KIT3-0-5505_1036520597_82_0_1_1_00_1036520423.wiff
human_raw_file
KIT3-0-5505_1036520597_83_0_1_1_00_1036520506.wiff
human_raw_file
KIT3-0-5505_1036520597_91_0_1_1_00_1036520201.wiff
human_raw_file
KIT3-0-5505_1036520597_92_0_1_1_00_1036520287.wiff
human_raw_file
KIT3-0-5505_1036520597_93_0_1_1_00_1036520355.wiff
human_raw_file
KIT3-0-5505_1036520597_94_0_1_1_00_1036520438.wiff
human_raw_file
KIT3-0-5505_1036520597_95_0_1_1_00_1036520511.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 180 rows!
Extracted information for 180 samples.
Processing  ST001486
No raw data detected. Ignoring ST001486
Processing  ST001753
No raw data detected. Ignoring ST001753
Processing  ST001469
Initiating REDU-table generation for AN002445
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
Positive
Hildebrandt_Lung01_pos.raw
raw_data
Positive
Hildebrandt_Lung02_pos.raw
raw_data
Positive
Hildebrandt_Lung03_pos.raw
raw_data
Positive
Hildebrandt_Lung04_pos.raw
raw_data
Positive
Hildebrandt_Lung05_pos.raw
raw_data
Positive
Hildebrandt_Lung06_pos.raw
raw_data
Positive
Hildebrandt_Lung07_pos.raw
raw_data
Positive
Hildebrandt_Lung08_pos.raw
raw_data
Positive
Hildebrandt_Lung09_pos.raw
raw_data
Positive
Hildebrandt_Lung10_pos.raw
raw_data
Positive
Hildebrandt_Lung11_pos.raw
raw_data
Positive
Hildebrandt_Lung12_pos.raw
raw_data
Positive
Hildebrandt_Lung13_pos.raw
raw_data
Positive
Hildebrandt_Lung14_pos.raw
raw_data
Positive
Hildebrandt_Lung15_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST001498
Initiating REDU-table generation for AN002481
Rest length is 112
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Validation-Interday
20200914_Validation-Inter-day-accuracy_and_precision.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST003354
No raw data detected. Ignoring ST003354
Processing  ST000467
No raw data detected. Ignoring ST000467
Processing  ST001764
Initiating REDU-table generation for AN002871
Rest length is 40
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200730_QEF1_HILIC_K562_MTX_BP260.raw
20200730_QEF1_HILIC_K562_MTX_BP261.raw
20200730_QEF1_HILIC_K562_MTX_BP262.raw
20200730_QEF1_HILIC_K562_MTX_BP263.raw
20200730_QEF1_HILIC_K562_MTX_BP264.raw
20200730_QEF1_HILIC_K562_MTX_BP265.raw
20200730_QEF1_HILIC_K562_MTX_BP266.raw
20200730_QEF1_HILIC_K562_MTX_BP267.raw
20200730_QEF1_HILIC_K562_MTX_BP268.raw
20200730_QEF1_HILIC_K562_MTX_BP269.raw
20200730_QEF1_HILIC_K562_MTX_BP270.raw
20200730_QEF1_HILIC_K562_MTX_BP271.raw
20200730_QEF1_HILIC_K562_MTX_BP272.raw
20200730_QEF1_HILIC_K562_MTX_BP273.raw
20200730_QEF1_HILIC_K562_MTX_BP274.raw
20200730_QEF1_HILIC_K562_MTX_BP275.raw
20200730_QEF1_HILIC_K562_MTX_BP276.raw
20200730_QEF1_HILIC_K562_MTX_BP277.raw
20200730_QEF1_HILIC_K562_MTX_BP278.raw
20200730_QEF1_HILIC_K562_MTX_BP279.raw
20200730_QEF1_HILIC_K562_MTX_BP280.raw
20200730_QEF1_HILIC_K562_MTX_BP281.raw
20200730_QEF1_HILIC_K562_MTX_BP282.raw
20200730_QEF1_HILIC_K562_MTX_BP283.raw
20200730_QEF1_HILIC_K562_MTX_BP284.raw
20200730_QEF1_HILIC_K562_MTX_BP285.raw
20200730_QEF1_HILIC_K562_MTX_BP286.raw
20200730_QEF1_HILIC_K562_MTX_BP287_pool1x_a.raw
20200730_QEF1_HILIC_K562_MTX_BP287_pool1x_b.raw
20200730_QEF1_HILIC_K562_MTX_BP287_pool1x_c.raw
20200730_QEF1_HILIC_K562_MTX_BP287_pool1x_d.raw
20200730_QEF1_HILIC_K562_MTX_BP287_pool1x_e.raw
20200730_QEF1_HILIC_K562_MTX_BP287_pool1x_f.raw
20200730_QEF1_HILIC_K562_MTX_BP288_pool03x_a.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████▏| 2877/3150 [3:33:25<11:39,  2.56s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████▏| 2878/3150 [3:33:27<11:10,  2.47s/it]
20200730_QEF1_HILIC_K562_MTX_BP288_pool03x_b.raw
20200730_QEF1_HILIC_K562_MTX_BP289_pool01x_a.raw
20200730_QEF1_HILIC_K562_MTX_BP289_pool01x_b.raw
20200730_QEF1_HILIC_K562_MTX_blank_end.raw
20200730_QEF1_HILIC_K562_MTX_blank_start.raw
20200730_QEF1_HILIC_K562_MTX_blank_start2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002992
Initiating REDU-table generation for AN004912
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM447.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM448.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM449.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM450.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM451.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM452.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM453.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM454.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM455.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM456.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM457.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM458.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM459.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM460.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM461.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM462.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM467.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM468.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM469.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM470.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM471.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM472.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM473.raw
Dataset15_C13_Serine_glycine_tracing_K562_HILIC
Copy of 20210903_QEF1_HILIC_SGtracing_AM474.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 24 rows!
Extracted information for 24 samples.
Processing  ST000886
Initiating REDU-table generation for AN001443
Rest length is 48
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/3 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 3/3 [00:00<00:00, 140.88it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001444
Rest length is 48
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/3 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 3/3 [00:00<00:00, 142.05it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 91%|█████████▏| 2879/3150 [3:33:29<11:15,  2.49s/it]
 91%|█████████▏| 2882/3150 [3:33:29<06:00,  1.35s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2884/3150 [3:33:31<05:31,  1.25s/it]
 92%|█████████▏| 2886/3150 [3:33:31<03:52,  1.13it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Babar
rawfiles
NEG
QE2_lm_4_Babar_10[H53_16_16]n.raw
Babar
rawfiles
NEG
QE2_lm_4_Babar_16[H53_22_22]n.raw
Babar
rawfiles
NEG
QE2_lm_4_Babar_34[SG_16_46]n.raw
Babar
rawfiles
NEG
QE2_lm_4_Babar_38[SG_20_50]n.raw
Babar
rawfiles
POS
QE2_lm_4_Babar_10[H53_16_16]p.raw
Babar
rawfiles
POS
QE2_lm_4_Babar_16[H53_22_22]p.raw
Babar
rawfiles
POS
QE2_lm_4_Babar_34[SG_16_46]p.raw
Babar
rawfiles
POS
QE2_lm_4_Babar_38[SG_20_50]p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST001156
No raw data detected. Ignoring ST001156
Processing  ST001633
No raw data detected. Ignoring ST001633
Processing  ST000540
No raw data detected. Ignoring ST000540
Processing  ST000946
No raw data detected. Ignoring ST000946
Processing  ST002896
Initiating REDU-table generation for AN004755
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM805.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM806.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM807.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM808.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM809.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM810.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM811.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM812.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM813.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM814.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM815.raw
Copy of 20220701_AM_KM_Inosine_Rescue_D2_AM816.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000760
No raw data detected. Ignoring ST000760
Processing  ST000852
No raw data detected. Ignoring ST000852
Processing  ST002344
No raw data detected. Ignoring ST002344
Processing  ST002452
Initiating REDU-table generation for AN004007
Rest length is 224
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004008
Rest length is 224
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
FTD_mzXML_Files
366_SFG-GM.mzXML
FTD_mzXML_Files
366_SFG-GM_n.mzXML
FTD_mzXML_Files
366_SFG-WM.mzXML
FTD_mzXML_Files
366_SFG-WM_n.mzXML
FTD_mzXML_Files
366_SPC-GM.mzXML
FTD_mzXML_Files
366_SPC-GM_n.mzXML
FTD_mzXML_Files
366_SPC-WM.mzXML
FTD_mzXML_Files
366_SPC-WM_n.mzXML
FTD_mzXML_Files
384_SFG-GM.mzXML
FTD_mzXML_Files
384_SFG-GM_n.mzXML
FTD_mzXML_Files
384_SFG-WM.mzXML
FTD_mzXML_Files
384_SFG-WM_n.mzXML
FTD_mzXML_Files
384_SPC-GM_n.mzXML
FTD_mzXML_Files
384_SPC-WM_n.mzXML
FTD_mzXML_Files
393_SFG-GM.mzXML
FTD_mzXML_Files
393_SFG-GM_n.mzXML
FTD_mzXML_Files
393_SFG-WM.mzXML
FTD_mzXML_Files
393_SFG-WM_n.mzXML
FTD_mzXML_Files
393_SPC-GM.mzXML
FTD_mzXML_Files
393_SPC-GM_n.mzXML
FTD_mzXML_Files
393_SPC-WM.mzXML
FTD_mzXML_Files
393_SPC-WM_n.mzXML
FTD_mzXML_Files
436_SFG-GM.mzXML
FTD_mzXML_Files
436_SFG-GM_n.mzXML
FTD_mzXML_Files
436_SFG-WM.mzXML
FTD_mzXML_Files
436_SFG-WM_n.mzXML
FTD_mzXML_Files
436_SPC-GM.mzXML
FTD_mzXML_Files
436_SPC-GM_n.mzXML
FTD_mzXML_Files
436_SPC-WM.mzXML
FTD_mzXML_Files
436_SPC-WM_n.mzXML
FTD_mzXML_Files
448_SFG-GM.mzXML
FTD_mzXML_Files
448_SFG-GM_n.mzXML
FTD_mzXML_Files
448_SFG-WM.mzXML
FTD_mzXML_Files
448_SFG-WM_n.mzXML
FTD_mzXML_Files
448_SPC-GM.mzXML
FTD_mzXML_Files
448_SPC-GM_n.mzXML
FTD_mzXML_Files
448_SPC-WM.mzXML
FTD_mzXML_Files
448_SPC-WM_n.mzXML
FTD_mzXML_Files
486_SFG-GM.mzXML
FTD_mzXML_Files
486_SFG-GM_n.mzXML
FTD_mzXML_Files
486_SFG-WM.mzXML
FTD_mzXML_Files
486_SFG-WM_n.mzXML
FTD_mzXML_Files
486_SPC-GM.mzXML
FTD_mzXML_Files
486_SPC-GM_n.mzXML
FTD_mzXML_Files
486_SPC-WM.mzXML
FTD_mzXML_Files
486_SPC-WM_n.mzXML
FTD_mzXML_Files
518_SFG-GM.mzXML
FTD_mzXML_Files
518_SFG-GM_n.mzXML
FTD_mzXML_Files
518_SFG-WM.mzXML
FTD_mzXML_Files
518_SFG-WM_n.mzXML
FTD_mzXML_Files
518_SPC-GM.mzXML
FTD_mzXML_Files
518_SPC-GM_n.mzXML
FTD_mzXML_Files
518_SPC-WM.mzXML
FTD_mzXML_Files
518_SPC-WM_n.mzXML
FTD_mzXML_Files
526_SFG-GM.mzXML
FTD_mzXML_Files
526_SFG-GM_n.mzXML
FTD_mzXML_Files
526_SFG-WM.mzXML
FTD_mzXML_Files
526_SFG-WM_n.mzXML
FTD_mzXML_Files
526_SPC-GM.mzXML
FTD_mzXML_Files
526_SPC-GM_n.mzXML
FTD_mzXML_Files
526_SPC-WM.mzXML
FTD_mzXML_Files
526_SPC-WM_n.mzXML
FTD_mzXML_Files
531_SFG-GM.mzXML
FTD_mzXML_Files
531_SFG-GM_n.mzXML
FTD_mzXML_Files
531_SFG-WM.mzXML
FTD_mzXML_Files
531_SFG-WM_n.mzXML
FTD_mzXML_Files
531_SPC-GM.mzXML
FTD_mzXML_Files
531_SPC-GM_n.mzXML
FTD_mzXML_Files
531_SPC-WM.mzXML
FTD_mzXML_Files
531_SPC-WM_n.mzXML
FTD_mzXML_Files
540_SFG-GM.mzXML
FTD_mzXML_Files
540_SFG-GM_n.mzXML
FTD_mzXML_Files
540_SFG-WM.mzXML
FTD_mzXML_Files
540_SFG-WM_n.mzXML
FTD_mzXML_Files
540_SPC-GM.mzXML
FTD_mzXML_Files
540_SPC-GM_n.mzXML
FTD_mzXML_Files
540_SPC-WM.mzXML
FTD_mzXML_Files
540_SPC-WM_n.mzXML
FTD_mzXML_Files
613_SFG-GM.mzXML
FTD_mzXML_Files
613_SFG-GM_n.mzXML
FTD_mzXML_Files
613_SFG-WM.mzXML
FTD_mzXML_Files
613_SFG-WM_n.mzXML
FTD_mzXML_Files
613_SPC-GM.mzXML
FTD_mzXML_Files
613_SPC-GM_n.mzXML
FTD_mzXML_Files
613_SPC-WM.mzXML
FTD_mzXML_Files
613_SPC-WM_n.mzXML
FTD_mzXML_Files
625_SFG-GM.mzXML
FTD_mzXML_Files
625_SFG-GM_n.mzXML
FTD_mzXML_Files
625_SFG-WM.mzXML
FTD_mzXML_Files
625_SFG-WM_n.mzXML
FTD_mzXML_Files
625_SPC-GM.mzXML
FTD_mzXML_Files
625_SPC-GM_n.mzXML
FTD_mzXML_Files
625_SPC-WM.mzXML
FTD_mzXML_Files
625_SPC-WM_n.mzXML
FTD_mzXML_Files
662_SFG-GM.mzXML
FTD_mzXML_Files
662_SFG-GM_n.mzXML
FTD_mzXML_Files
662_SFG-WM.mzXML
FTD_mzXML_Files
662_SFG-WM_n.mzXML
FTD_mzXML_Files
662_SPC-GM.mzXML
FTD_mzXML_Files
662_SPC-GM_n.mzXML
FTD_mzXML_Files
662_SPC-WM.mzXML
FTD_mzXML_Files
662_SPC-WM_n.mzXML
FTD_mzXML_Files
677_SFG-GM.mzXML
FTD_mzXML_Files
677_SFG-GM_n.mzXML
FTD_mzXML_Files
677_SFG-WM.mzXML
FTD_mzXML_Files
677_SFG-WM_n.mzXML
FTD_mzXML_Files
677_SPC-GM.mzXML
FTD_mzXML_Files
677_SPC-GM_n.mzXML
FTD_mzXML_Files
677_SPC-WM.mzXML
FTD_mzXML_Files
677_SPC-WM_n.mzXML
FTD_mzXML_Files
688_SFG-GM.mzXML
FTD_mzXML_Files
688_SFG-GM_n.mzXML
FTD_mzXML_Files
688_SFG-WM.mzXML
FTD_mzXML_Files
688_SFG-WM_n.mzXML
FTD_mzXML_Files
688_SPC-GM_n.mzXML
FTD_mzXML_Files
688_SPC-WM.mzXML
FTD_mzXML_Files
688_SPC-WM_n.mzXML
FTD_mzXML_Files
729_SFG-GM.mzXML
FTD_mzXML_Files
729_SFG-GM_n.mzXML
FTD_mzXML_Files
729_SFG-WM.mzXML
FTD_mzXML_Files
729_SFG-WM_n.mzXML
FTD_mzXML_Files
729_SPC-GM.mzXML
FTD_mzXML_Files
729_SPC-GM_n.mzXML
FTD_mzXML_Files
729_SPC-WM.mzXML
FTD_mzXML_Files
729_SPC-WM_n.mzXML
FTD_mzXML_Files
731_SFG-GM.mzXML
FTD_mzXML_Files
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FTD_mzXML_Files
731_SFG-WM.mzXML
FTD_mzXML_Files
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FTD_mzXML_Files
731_SPC-GM.mzXML
FTD_mzXML_Files
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FTD_mzXML_Files
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FTD_mzXML_Files
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FTD_mzXML_Files
732_SFG-GM.mzXML
FTD_mzXML_Files
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FTD_mzXML_Files
732_SFG-WM.mzXML
FTD_mzXML_Files
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FTD_mzXML_Files
732_SPC-GM.mzXML
FTD_mzXML_Files
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FTD_mzXML_Files
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FTD_mzXML_Files
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FTD_mzXML_Files
736_SFG-GM.mzXML
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FTD_mzXML_Files
736_SPC-GM.mzXML
FTD_mzXML_Files
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FTD_mzXML_Files
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FTD_mzXML_Files
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FTD_mzXML_Files
738_SFG-GM.mzXML
FTD_mzXML_Files
738_SFG-GM_n.mzXML
FTD_mzXML_Files
738_SFG-WM.mzXML
FTD_mzXML_Files
738_SFG-WM_n.mzXML
FTD_mzXML_Files
738_SPC-GM.mzXML
FTD_mzXML_Files
738_SPC-GM_n.mzXML
FTD_mzXML_Files
738_SPC-WM.mzXML
FTD_mzXML_Files
738_SPC-WM_n.mzXML
FTD_mzXML_Files
754_SFG-GM.mzXML
FTD_mzXML_Files
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FTD_mzXML_Files
754_SFG-WM.mzXML
FTD_mzXML_Files
754_SFG-WM_n.mzXML
FTD_mzXML_Files
754_SPC-GM.mzXML
FTD_mzXML_Files
754_SPC-GM_n.mzXML
FTD_mzXML_Files/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2888/3150 [3:33:36<05:53,  1.35s/it]
754_SPC-WM.mzXML
FTD_mzXML_Files
754_SPC-WM_n.mzXML
FTD_mzXML_Files
758_SFG-GM.mzXML
FTD_mzXML_Files
758_SFG-GM_n.mzXML
FTD_mzXML_Files
758_SFG-WM.mzXML
FTD_mzXML_Files
758_SFG-WM_n.mzXML
FTD_mzXML_Files
758_SPC-GM.mzXML
FTD_mzXML_Files
758_SPC-GM_n.mzXML
FTD_mzXML_Files
758_SPC-WM.mzXML
FTD_mzXML_Files
758_SPC-WM_n.mzXML
FTD_mzXML_Files
785_SFG-GM.mzXML
FTD_mzXML_Files
785_SFG-GM_n.mzXML
FTD_mzXML_Files
785_SFG-WM.mzXML
FTD_mzXML_Files
785_SFG-WM_n.mzXML
FTD_mzXML_Files
785_SPC-GM.mzXML
FTD_mzXML_Files
785_SPC-GM_n.mzXML
FTD_mzXML_Files
785_SPC-WM.mzXML
FTD_mzXML_Files
785_SPC-WM_n.mzXML
FTD_mzXML_Files
806_SFG-GM.mzXML
FTD_mzXML_Files
806_SFG-GM_n.mzXML
FTD_mzXML_Files
806_SFG-WM.mzXML
FTD_mzXML_Files
806_SFG-WM_n.mzXML
FTD_mzXML_Files
806_SPC-GM.mzXML
FTD_mzXML_Files
806_SPC-GM_n.mzXML
FTD_mzXML_Files
806_SPC-WM.mzXML
FTD_mzXML_Files
806_SPC-WM_n.mzXML
FTD_mzXML_Files
831_SFG-GM.mzXML
FTD_mzXML_Files
831_SFG-GM_n.mzXML
FTD_mzXML_Files
831_SFG-WM.mzXML
FTD_mzXML_Files
831_SFG-WM_n.mzXML
FTD_mzXML_Files
831_SPC-GM.mzXML
FTD_mzXML_Files
831_SPC-GM_n.mzXML
FTD_mzXML_Files
831_SPC-WM.mzXML
FTD_mzXML_Files
831_SPC-WM_n.mzXML
FTD_mzXML_Files
851_SFG-GM.mzXML
FTD_mzXML_Files
851_SFG-GM_n.mzXML
FTD_mzXML_Files
851_SFG-WM.mzXML
FTD_mzXML_Files
851_SFG-WM_n.mzXML
FTD_mzXML_Files
851_SPC-GM.mzXML
FTD_mzXML_Files
851_SPC-GM_n.mzXML
FTD_mzXML_Files
851_SPC-WM.mzXML
FTD_mzXML_Files
851_SPC-WM_n.mzXML
FTD_mzXML_Files
918_SFG-GM.mzXML
FTD_mzXML_Files
918_SFG-GM_n.mzXML
FTD_mzXML_Files
918_SFG-WM.mzXML
FTD_mzXML_Files
918_SFG-WM_n.mzXML
FTD_mzXML_Files
918_SPC-GM_n.mzXML
FTD_mzXML_Files
918_SPC-WM_n.mzXML
FTD_mzXML_Files
925_SFG-GM.mzXML
FTD_mzXML_Files
925_SFG-GM_n.mzXML
FTD_mzXML_Files
925_SFG-WM.mzXML
FTD_mzXML_Files
925_SFG-WM_n.mzXML
FTD_mzXML_Files
925_SPC-GM.mzXML
FTD_mzXML_Files
925_SPC-GM_n.mzXML
FTD_mzXML_Files
925_SPC-WM.mzXML
FTD_mzXML_Files
925_SPC-WM_n.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 219 rows!
Extracted information for 219 samples.
Processing  ST000928
No raw data detected. Ignoring ST000928
Processing  ST001638
No raw data detected. Ignoring ST001638
Processing  ST003477
Initiating REDU-table generation for AN005712
Rest length is 9
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/9 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 9/9 [00:00<00:00, 297.31it/s]

 92%|█████████▏| 2891/3150 [3:33:37<03:57,  1.09it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000802
No raw data detected. Ignoring ST000802
Processing  ST002183
Initiating REDU-table generation for AN003575
Rest length is 180
raw file key found.
Initiating REDU-table generation for AN003576
Rest length is 180
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HP_BlankNegControlExtraction_01_MetHILICneg.mzML
HP_BlankNegControlExtraction_02_MetHILICneg.mzML
HP_BlankNegControlExtraction_03_MetHILICneg.mzML
HP_BlankNegControlExtraction_04_MetHILICneg.mzML
HP_BlankNegControlExtraction_05_MetHILICneg.mzML
HP_BlankNegControlExtraction_06_MetHILICneg.mzML
MM001_0_p1_MetHILICneg.mzML
MM001_0_p1_MetRPpos.mzML
MM001_1_p1_MetHILICneg.mzML
MM001_1_p1_MetRPpos.mzML
MM001_2_pE1_MetHILICneg.mzML
MM001_2_pE1_MetRPpos.mzML
MM001_4_pE1_MetHILICneg.mzML
MM001_4_pE1_MetRPpos.mzML
MM002_0_p1_MetHILICneg.mzML
MM002_0_p1_MetRPpos.mzML
MM002_1_p1_MetHILICneg.mzML
MM002_1_p1_MetRPpos.mzML
MM003_0_p1_MetHILICneg.mzML
MM003_0_p1_MetRPpos.mzML
MM003_1_pE1_MetHILICneg.mzML
MM003_1_pE1_MetRPpos.mzML
MM003_3_pE1_MetHILICneg.mzML
MM003_3_pE1_MetRPpos.mzML
MM004_0_p1_MetHILICneg.mzML
MM004_0_p1_MetRPpos.mzML
MM004_1_pE1_MetHILICneg.mzML
MM004_1_pE1_MetRPpos.mzML
MM004_3_pE1_MetHILICneg.mzML
MM004_3_pE1_MetRPpos.mzML
MM006_0_p1_MetHILICneg.mzML
MM006_0_p1_MetRPpos.mzML
MM006_1_pE1_MetHILICneg.mzML
MM006_1_pE1_MetRPpos.mzML
MM007_0_p1_MetHILICneg.mzML
MM007_0_p1_MetRPpos.mzML
MM007_1_pE1_MetHILICneg.mzML
MM007_1_pE1_MetRPpos.mzML
MM007_2_pE1_MetHILICneg.mzML
MM007_2_pE1_MetRPpos.mzML
MM007_4_pE1_MetHILICneg.mzML
MM007_4_pE1_MetRPpos.mzML
MM008_0_p1_MetHILICneg.mzML
MM008_0_p1_MetRPpos.mzML
MM008_1_pE1_MetHILICneg.mzML
MM008_1_pE1_MetRPpos.mzML
MM008_3_pE1_MetHILICneg.mzML
MM008_3_pE1_MetRPpos.mzML
MM009_0_p1_MetHILICneg.mzML
MM009_0_p1_MetRPpos.mzML
MM009_1_pE1_MetHILICneg.mzML
MM009_1_pE1_MetRPpos.mzML
MM009_2_pE1_MetHILICneg.mzML
MM009_2_pE1_MetRPpos.mzML
MM009_4_pE1_MetHILICneg.mzML
MM009_4_pE1_MetRPpos.mzML
MM010_0_p1_MetHILICneg.mzML
MM010_0_p1_MetRPpos.mzML
MM010_1_pE1_MetHILICneg.mzML
MM010_1_pE1_MetRPpos.mzML
MM010_3_pE1_MetHILICneg.mzML
MM010_3_pE1_MetRPpos.mzML
MM011_0_p1_MetHILICneg.mzML
MM011_0_p1_MetRPpos.mzML
MM011_1_pE1_MetHILICneg.mzML
MM011_1_pE1_MetRPpos.mzML
MM011_3_pE1_MetHILICneg.mzML
MM011_3_pE1_MetRPpos.mzML
MM013_0_p1_MetHILICneg.mzML
MM013_0_p1_MetRPpos.mzML
MM013_1_pE1_MetHILICneg.mzML
MM013_1_pE1_MetRPpos.mzML
MM013_2_pE1_MetHILICneg.mzML
MM013_2_pE1_MetRPpos.mzML
MM013_4_pE1_MetHILICneg.mzML
MM013_4_pE1_MetRPpos.mzML
MM014_0_p1_MetHILICneg.mzML
MM014_0_p1_MetRPpos.mzML
MM014_1_pE1_MetHILICneg.mzML
MM014_1_pE1_MetRPpos.mzML
MM014_3_pE1_MetHILICneg.mzML
MM014_3_pE1_MetRPpos.mzML
MM017_0_p2_MetHILICneg.mzML
MM017_0_p2_MetRPpos.mzML
MM017_1_pE1_MetHILICneg.mzML
MM017_1_pE1_MetRPpos.mzML
MM017_2_pE1_MetHILICneg.mzML
MM017_2_pE1_MetRPpos.mzML
MM017_4_pE1_MetHILICneg.mzML
MM017_4_pE1_MetRPpos.mzML
MM018_0_p1_MetHILICneg.mzML
MM018_0_p1_MetRPpos.mzML
MM018_1_pE1_MetHILICneg.mzML
MM018_1_pE1_MetRPpos.mzML
MM019_0_pE1_MetHILICneg.mzML
MM019_0_pE1_MetRPpos.mzML
MM019_1_pE1_MetHILICneg.mzML
MM019_1_pE1_MetRPpos.mzML
MM019_2_pE1_MetHILICneg.mzML
MM019_2_pE1_MetRPpos.mzML
MM019_4_pE1_MetHILICneg.mzML
MM019_4_pE1_MetRPpos.mzML
MM020_0_pE1_MetHILICneg.mzML
MM020_0_pE1_MetRPpos.mzML
MM020_1_pE1_MetHILICneg.mzML
MM020_1_pE1_MetRPpos.mzML
MM021_0_pE1_MetHILICneg.mzML
MM021_0_pE1_MetRPpos.mzML
MM021_1_pE1_MetHILICneg.mzML
MM021_1_pE1_MetRPpos.mzML
MM021_2_pE1_MetHILICneg.mzML
MM021_2_pE1_MetRPpos.mzML
MM022_0_pE1_MetHILICneg.mzML
MM022_0_pE1_MetRPpos.mzML
MM022_1_pE1_MetHILICneg.mzML
MM022_1_pE1_MetRPpos.mzML
MM022_3_pE1_MetHILICneg.mzML
MM022_3_pE1_MetRPpos.mzML
MM023_0_pE1_MetHILICneg.mzML
MM023_0_pE1_MetRPpos.mzML
MM023_1_pE1_MetHILICneg.mzML
MM023_1_pE1_MetRPpos.mzML
MM025_0_pE1_MetHILICneg.mzML
MM025_0_pE1_MetRPpos.mzML
MM025_1_pE1_MetHILICneg.mzML
MM025_1_pE1_MetRPpos.mzML
MM025_2_pE1_MetHILICneg.mzML
MM025_2_pE1_MetRPpos.mzML
MM026_0_pE1_MetHILICneg.mzML
MM026_0_pE1_MetRPpos.mzML
MM026_1_pE1_MetHILICneg.mzML
MM026_1_pE1_MetRPpos.mzML
MM026_3_pE1_MetHILICneg.mzML
MM026_3_pE1_MetRPpos.mzML
MM027_0_pE1_MetHILICneg.mzML
MM027_0_pE1_MetRPpos.mzML
MM027_1_pE1_MetHILICneg.mzML
MM027_1_pE1_MetRPpos.mzML
MM027_3_pE1_MetHILICneg.mzML
MM027_3_pE1_MetRPpos.mzML
MM028_0_pE1_MetHILICneg.mzML
MM028_0_pE1_MetRPpos.mzML
MM028_1_pE1_MetHILICneg.mzML
MM028_1_pE1_MetRPpos.mzML
MM028_2_pE1_MetHILICneg.mzML
MM028_2_pE1_MetRPpos.mzML
MM028_4_pE1_MetHILICneg.mzML
MM028_4_pE1_MetRPpos.mzML
MM030_0_pE1_MetHILICneg.mzML
MM030_0_pE1_MetRPpos.mzML
MM030_1_pE1_MetHILICneg.mzML
MM030_1_pE1_MetRPpos.mzML
MM030_2_pE1_MetHILICneg.mzML
MM030_2_pE1_MetRPpos.mzML
MM032_0_pE1_MetHILICneg.mzML
MM032_0_pE1_MetRPpos.mzML
MM032_1_pE1_MetHILICneg.mzML
MM032_1_pE1_MetRPpos.mzML
MM033_0_pE1_MetHILICneg.mzML
MM033_0_pE1_MetRPpos.mzML
MM033_1_pE1_MetHILICneg.mzML
MM033_1_pE1_MetRPpos.mzML
MM033_2_pE1_MetHILICneg.mzML
MM033_2_pE1_MetRPpos.mzML
MM035_0_pE1_MetHILICneg.mzML
MM035_0_pE1_MetRPpos.mzML
MM035_1_pE1_MetHILICneg.mzML
MM035_1_pE1_MetRPpos.mzML
MM035_3_pE1_MetHILICneg.mzML
MM035_3_pE1_MetRPpos.mzML
MM036_0_pE1_MetHILICneg.mzML
MM036_0_pE1_MetRPpos.mzML
MM036_1_pE1_MetHILICneg.mzML
MM036_1_pE1_MetRPpos.mzML
MM036_3_pE1_MetHILICneg.mzML
MM036_3_pE1_MetRPpos.mzML
MM037_0_pE1_MetHILICneg.mzML
MM037_0_pE1_MetRPpos.mzML
MM037_1_pE1_MetHILICneg.mzML
MM037_1_pE1_MetRPpos.mzML
MM037_2_pE1_MetHILICneg.mzML
MM037_2_pE1_MetRPpos.mzML
MM037_4_pE1_MetHILICneg.mzML
MM037_4_pE1_MetRPpos.mzML
MM039_0_pE1_MetHILICneg.mzML
MM039_0_pE1_MetRPpos.mzML
MM039_1_pE1_MetHILICneg.mzML
MM039_1_pE1_MetRPpos.mzML
MM040_0_pE1_MetHILICneg.mzML
MM040_0_pE1_MetRPpos.mzML
MM040_1_pE1_MetHILICneg.mzML
MM040_1_pE1_MetRPpos.mzML
MM041_0_pE1_MetHILICneg.mzML
MM041_0_pE1_MetRPpos.mzML
MM041_1_pE1_MetHILICneg.mzML
MM041_1_pE1_MetRPpos.mzML
MM043_0_pE1_MetHILICneg.mzML
MM043_0_pE1_MetRPpos.mzML
MM043_1_pE1_MetHILICneg.mzML
MM043_1_pE1_MetRPpos.mzML
MM043_2_pE1_MetHILICneg.mzML
MM043_2_pE1_MetRPpos.mzML
MM044_0_pE1_MetHILICneg.mzML
MM044_0_pE1_MetRPpos.mzML
MM044_1_pE1_MetHILICneg.mzML
MM044_1_pE1_MetRPpos.mzML
MM045_0_pE1_MetHILICneg.mzML
MM045_0_pE1_MetRPpos.mzML
MM045_1_pE1_MetHILICneg.mzML
MM045_1_pE1_MetRPpos.mzML
MM046_0_pE1_MetHILICneg.mzML
MM046_0_pE1_MetRPpos.mzML
MM046_1_pE1_MetHILICneg.mzML
MM046_1_pE1_MetRPpos.mzML
MM046_2_pE1_MetHILICneg.mzML
MM046_2_pE1_MetRPpos.mzML
MM047_0_pE1_MetHILICneg.mzML
MM047_0_pE1_MetRPpos.mzML
MM047_1_pE1_MetHILICneg.mzML
MM047_1_pE1_MetRPpos.mzML
MM047_2_pE1_MetHILICneg.mzML
MM047_2_pE1_MetRPpos.mzML
MM049_0_pE1_MetHILICneg.mzML
MM049_0_pE1_MetRPpos.mzML
MM049_1_pE1_MetHILICneg.mzML
MM049_1_pE1_MetRPpos.mzML
MM050_0_pE1_MetHILICneg.mzML
MM050_0_pE1_MetRPpos.mzML
MM050_1_pE1_MetHILICneg.mzML
MM050_1_pE1_MetRPpos.mzML
MM051_0_pE1_MetHILICneg.mzML
MM051_0_pE1_MetRPpos.mzML
MM051_1_pE1_MetHILICneg.mzML
MM051_1_pE1_MetRPpos.mzML
MM054_0_pE1_MetHILICneg.mzML
MM054_0_pE1_MetRPpos.mzML
MM054_1_pE1_MetHILICneg.mzML
MM054_1_pE1_MetRPpos.mzML
MM055_0_pE1_MetHILICneg.mzML
MM055_0_pE1_MetRPpos.mzML
MM055_1_pE1_MetHILICneg.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2893/3150 [3:33:42<05:45,  1.35s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2895/3150 [3:33:45<05:44,  1.35s/it]
MM055_1_pE1_MetRPpos.mzML
MM056_0_pE1_MetHILICneg.mzML
MM056_0_pE1_MetRPpos.mzML
MM056_1_pE1_MetHILICneg.mzML
MM056_1_pE1_MetRPpos.mzML
MM057_0_pE1_MetHILICneg.mzML
MM057_0_pE1_MetRPpos.mzML
MM057_1_pE1_MetHILICneg.mzML
MM057_1_pE1_MetRPpos.mzML
MM058_0_pE1_MetHILICneg.mzML
MM058_0_pE1_MetRPpos.mzML
MM058_1_pE1_MetHILICneg.mzML
MM058_1_pE1_MetRPpos.mzML
MM059_0_pE1_MetHILICneg.mzML
MM059_0_pE1_MetRPpos.mzML
MM059_1_pE1_MetHILICneg.mzML
MM059_1_pE1_MetRPpos.mzML
QC_HP_01_MetHILICneg.mzML
QC_HP_02_MetHILICneg.mzML
QC_HP_03_MetHILICneg.mzML
QC_HP_04_MetHILICneg.mzML
QC_HP_05_MetHILICneg.mzML
QC_HP_06_MetHILICneg.mzML
QC_HP_07_MetHILICneg.mzML
QC_HP_08_MetHILICneg.mzML
QC_HP_09_MetHILICneg.mzML
QC_HP_10_MetHILICneg.mzML
QC_HP_11_MetHILICneg.mzML
QC_HP_12_MetHILICneg.mzML
QC_HP_13_MetHILICneg.mzML
QC_HP_14_MetHILICneg.mzML
QC_HP_15_MetHILICneg.mzML
QC_HP_16_MetHILICneg.mzML
QC_HP_itMS2neg_CE0_it01.mzML
QC_HP_itMS2neg_CE0_it02.mzML
QC_HP_itMS2neg_CE0_it03.mzML
QC_HP_itMS2neg_CE0_it04.mzML
QC_HP_itMS2neg_CE0_it05.mzML
QC_HP_itMS2neg_CE0_it06.mzML
QC_HP_itMS2neg_CE0_it07.mzML
QC_HP_itMS2neg_CE0_it08.mzML
QC_HP_itMS2neg_CE10_it01.mzML
QC_HP_itMS2neg_CE10_it02.mzML
QC_HP_itMS2neg_CE10_it03.mzML
QC_HP_itMS2neg_CE10_it04.mzML
QC_HP_itMS2neg_CE10_it05.mzML
QC_HP_itMS2neg_CE10_it06.mzML
QC_HP_itMS2neg_CE10_it07.mzML
QC_HP_itMS2neg_CE10_it08.mzML
QC_HP_itMS2neg_CE20_it01.mzML
QC_HP_itMS2neg_CE20_it02.mzML
QC_HP_itMS2neg_CE20_it03.mzML
QC_HP_itMS2neg_CE20_it04.mzML
QC_HP_itMS2neg_CE20_it05.mzML
QC_HP_itMS2neg_CE20_it06.mzML
QC_HP_itMS2neg_CE20_it07.mzML
QC_HP_itMS2neg_CE20_it08.mzML
QC_HP_itMS2neg_CE40_it01.mzML
QC_HP_itMS2neg_CE40_it02.mzML
QC_HP_itMS2neg_CE40_it03.mzML
QC_HP_itMS2neg_CE40_it04.mzML
QC_HP_itMS2neg_CE40_it05.mzML
QC_HP_itMS2neg_CE40_it06.mzML
QC_HP_itMS2neg_CE40_it07.mzML
QC_HP_itMS2neg_CE40_it08.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 306 rows!
Extracted information for 306 samples.
Processing  ST000924
No raw data detected. Ignoring ST000924
Processing  ST002628
Initiating REDU-table generation for AN004300
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0049m_MoTrPAC_PASS1B_HP-PREFA01.raw
0049n_MoTrPAC_PASS1B_HP-PREFB01.raw
0049o_MoTrPAC_PASS1B_HP-Sed01-EDT.raw
0049p_MoTrPAC_PASS1B_HP-Sed02-EDT.raw
0049q_MoTrPAC_PASS1B_HP-IPE01-EDT.raw
0049r_MoTrPAC_PASS1B_HP-IPE02-EDT.raw
0050_MoTrPAC_PASS1B_HP-90217013104-EDT.raw
0051_MoTrPAC_PASS1B_HP-90218013104-EDT.raw
0052_MoTrPAC_PASS1B_HP-90222013104-EDT.raw
0053_MoTrPAC_PASS1B_HP-90223013104-EDT.raw
0054_MoTrPAC_PASS1B_HP-90225013104-EDT.raw
0055_MoTrPAC_PASS1B_HP-90227013104-EDT.raw
0056_MoTrPAC_PASS1B_HP-90229013104-EDT.raw
0057_MoTrPAC_PASS1B_HP-90232013104-EDT.raw
0058_MoTrPAC_PASS1B_HP-90237013104-EDT.raw
0059_MoTrPAC_PASS1B_HP-90239013104-EDT.raw
0060_MoTrPAC_PASS1B_HP-90245013104-EDT.raw
0061_MoTrPAC_PASS1B_HP-90248013104-EDT.raw
0062_MoTrPAC_PASS1B_HP-90251013104-EDT.raw
0063_MoTrPAC_PASS1B_HP-90252013104-EDT.raw
0064_MoTrPAC_PASS1B_HP-90254013104-EDT.raw
0065_MoTrPAC_PASS1B_HP-90258013104-EDT.raw
0066_MoTrPAC_PASS1B_HP-90259013104-EDT.raw
0067_MoTrPAC_PASS1B_HP-90265013104-EDT.raw
0068_MoTrPAC_PASS1B_HP-90266013104-EDT.raw
0069_MoTrPAC_PASS1B_HP-90267013104-EDT.raw
0069a_MoTrPAC_PASS1B_HP-PREFA02.raw
0069b_MoTrPAC_PASS1B_HP-PREFB02.raw
0070_MoTrPAC_PASS1B_HP-90280013104-EDT.raw
0071_MoTrPAC_PASS1B_HP-90281013104-EDT.raw
0072_MoTrPAC_PASS1B_HP-90283013104-EDT.raw
0073_MoTrPAC_PASS1B_HP-90289013104-EDT.raw
0074_MoTrPAC_PASS1B_HP-90292013104-EDT.raw
0075_MoTrPAC_PASS1B_HP-90406013104-EDT.raw
0076_MoTrPAC_PASS1B_HP-90410013104-EDT.raw
0077_MoTrPAC_PASS1B_HP-90412013104-EDT.raw
0078_MoTrPAC_PASS1B_HP-90416013104-EDT.raw
0079_MoTrPAC_PASS1B_HP-90420013104-EDT.raw
0080_MoTrPAC_PASS1B_HP-90421013104-EDT.raw
0081_MoTrPAC_PASS1B_HP-90422013104-EDT.raw
0082_MoTrPAC_PASS1B_HP-90423013104-EDT.raw
0083_MoTrPAC_PASS1B_HP-90426013104-EDT.raw
0084_MoTrPAC_PASS1B_HP-90430013104-EDT.raw
0085_MoTrPAC_PASS1B_HP-90439013104-EDT.raw
0086_MoTrPAC_PASS1B_HP-90441013104-EDT.raw
0087_MoTrPAC_PASS1B_HP-90444013104-EDT.raw
0088_MoTrPAC_PASS1B_HP-90449013104-EDT.raw
0089_MoTrPAC_PASS1B_HP-90450013104-EDT.raw
0089a_MoTrPAC_PASS1B_HP-PREFA03.raw
0089b_MoTrPAC_PASS1B_HP-PREFB03.raw
0090_MoTrPAC_PASS1B_HP-90559013104-EDT.raw
0091_MoTrPAC_PASS1B_HP-90560013104-EDT.raw
0092_MoTrPAC_PASS1B_HP-90564013104-EDT.raw
0093_MoTrPAC_PASS1B_HP-90567013104-EDT.raw
0094_MoTrPAC_PASS1B_HP-90571013104-EDT.raw
0095_MoTrPAC_PASS1B_HP-90576013104-EDT.raw
0096_MoTrPAC_PASS1B_HP-90578013104-EDT.raw
0097_MoTrPAC_PASS1B_HP-90581013104-EDT.raw
0098_MoTrPAC_PASS1B_HP-90585013104-EDT.raw
0099_MoTrPAC_PASS1B_HP-90587013104-EDT.raw
0099a_MoTrPAC_PASS1B_HP-Sed03-EDT.raw
0099b_MoTrPAC_PASS1B_HP-Sed04-EDT.raw
0099c_MoTrPAC_PASS1B_HP-IPE03-EDT.raw
0099d_MoTrPAC_PASS1B_HP-IPE04-EDT.raw
0099e_MoTrPAC_PASS1B_HP-PREFA04.raw
0099f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST003257
Initiating REDU-table generation for AN005342
Rest length is 27
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 2748.56it/s]

 92%|█████████▏| 2896/3150 [3:33:45<05:04,  1.20s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2897/3150 [3:33:48<06:11,  1.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2900/3150 [3:33:50<04:39,  1.12s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002532
Initiating REDU-table generation for AN004166
Rest length is 15
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004167
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
rawdata
neg
T-A1.mzML
rawdata
neg
T-A10.mzML
rawdata
neg
T-A11.mzML
rawdata
neg
T-A12.mzML
rawdata
neg
T-A13.mzML
rawdata
neg
T-A14.mzML
rawdata
neg
T-A15.mzML
rawdata
neg
T-A2.mzML
rawdata
neg
T-A3.mzML
rawdata
neg
T-A4.mzML
rawdata
neg
T-A5.mzML
rawdata
neg
T-A6.mzML
rawdata
neg
T-A7.mzML
rawdata
neg
T-A8.mzML
rawdata
neg
T-A9.mzML
rawdata
pos
T-A1.mzML
rawdata
pos
T-A10.mzML
rawdata
pos
T-A11.mzML
rawdata
pos
T-A12.mzML
rawdata
pos
T-A13.mzML
rawdata
pos
T-A14.mzML
rawdata
pos
T-A15.mzML
rawdata
pos
T-A2.mzML
rawdata
pos
T-A3.mzML
rawdata
pos
T-A4.mzML
rawdata
pos
T-A5.mzML
rawdata
pos
T-A6.mzML
rawdata
pos
T-A7.mzML
rawdata
pos
T-A8.mzML
rawdata
pos
T-A9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST000352
No raw data detected. Ignoring ST000352
Processing  ST001680
No raw data detected. Ignoring ST001680
Processing  ST002805
Initiating REDU-table generation for AN004561
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Metabolomics raw data
120319QJS1.wiff
Metabolomics raw data
120319QJS2.wiff
Metabolomics raw data
120319QJS3.wiff
Metabolomics raw data
120319QJS4.wiff
Metabolomics raw data
120319QJS5.wiff
Metabolomics raw data
120319QJS6.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST003256
Initiating REDU-table generation for AN005338
Rest length is 69
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/3 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 3/3 [00:00<00:00, 3492.34it/s]

 92%|█████████▏| 2901/3150 [3:33:50<04:08,  1.00it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001988
No raw data detected. Ignoring ST001988
Processing  ST001316
No raw data detected. Ignoring ST001316
Processing  ST001032
Initiating REDU-table generation for AN001692
Rest length is 6
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 3257.71it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN001693
Rest length is 6
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/6 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 6/6 [00:00<00:00, 3368.02it/s]

 92%|█████████▏| 2904/3150 [3:33:51<02:49,  1.45it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2906/3150 [3:33:53<03:11,  1.28it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2907/3150 [3:33:55<04:04,  1.01s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2908/3150 [3:33:57<05:00,  1.24s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2911/3150 [3:34:00<04:19,  1.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 92%|█████████▏| 2913/3150 [3:34:03<04:34,  1.16s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000865
No raw data detected. Ignoring ST000865
Processing  ST002596
Initiating REDU-table generation for AN004268
Rest length is 79
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Pass1B_neg_GAS_V1-2020-04-16.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST002186
Initiating REDU-table generation for AN003580
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw_Files
SC_20210114_RPLCp_FMS_HFP_381_S16.raw
Raw_Files
SC_20210114_RPLCp_FMS_HFP_382_S17.raw
Raw_Files
SC_20210114_RPLCp_FMS_HFP_383_S18.raw
Raw_Files
SC_20210114_RPLCp_FMS_HFP_384_S19.raw
Raw_Files
SC_20210114_RPLCp_FMS_HFP_386_S20.raw
Raw_Files
SC_20210114_RPLCp_FMS_HF_371_S11.raw
Raw_Files
SC_20210114_RPLCp_FMS_HF_372_S12.raw
Raw_Files
SC_20210114_RPLCp_FMS_HF_374_S13.raw
Raw_Files
SC_20210114_RPLCp_FMS_HF_375_S14.raw
Raw_Files
SC_20210114_RPLCp_FMS_HF_376_S15.raw
Raw_Files
SC_20210114_RPLCp_FMS_LFP_361_S06.raw
Raw_Files
SC_20210114_RPLCp_FMS_LFP_362_S07.raw
Raw_Files
SC_20210114_RPLCp_FMS_LFP_363_S08.raw
Raw_Files
SC_20210114_RPLCp_FMS_LFP_364_S09.raw
Raw_Files
SC_20210114_RPLCp_FMS_LF_351_S01.raw
Raw_Files
SC_20210114_RPLCp_FMS_LF_352_S02.raw
Raw_Files
SC_20210114_RPLCp_FMS_LF_353_S03.raw
Raw_Files
SC_20210114_RPLCp_FMS_LF_354_S04.raw
Raw_Files
SC_20210114_RPLCp_FMS_LF_356_S05.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 19 rows!
Extracted information for 19 samples.
Processing  ST001473
Initiating REDU-table generation for AN002449
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw_data
Positive
Hildebrandt_Spleen01_pos.raw
raw_data
Positive
Hildebrandt_Spleen02_pos.raw
raw_data
Positive
Hildebrandt_Spleen03_pos.raw
raw_data
Positive
Hildebrandt_Spleen04_pos.raw
raw_data
Positive
Hildebrandt_Spleen05_pos.raw
raw_data
Positive
Hildebrandt_Spleen06_pos.raw
raw_data
Positive
Hildebrandt_Spleen07_pos.raw
raw_data
Positive
Hildebrandt_Spleen08_pos.raw
raw_data
Positive
Hildebrandt_Spleen09_pos.raw
raw_data
Positive
Hildebrandt_Spleen10_pos.raw
raw_data
Positive
Hildebrandt_Spleen11_pos.raw
raw_data
Positive
Hildebrandt_Spleen12_pos.raw
raw_data
Positive
Hildebrandt_Spleen13_pos.raw
raw_data
Positive
Hildebrandt_Spleen14_pos.raw
raw_data
Positive
Hildebrandt_Spleen15_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST003066
No raw data detected. Ignoring ST003066
Processing  ST002376
No raw data detected. Ignoring ST002376
Processing  ST002193
Initiating REDU-table generation for AN003589
Rest length is 20
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003590
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RAW DATA
MS1
NEG
NEG_2162.mzXML
RAW DATA
MS1
NEG
NEG_2164.mzXML
RAW DATA
MS1
NEG
NEG_2172.mzXML
RAW DATA
MS1
NEG
NEG_2177.mzXML
RAW DATA
MS1
NEG
NEG_2178.mzXML
RAW DATA
MS1
NEG
NEG_2179.mzXML
RAW DATA
MS1
NEG
NEG_2181.mzXML
RAW DATA
MS1
NEG
NEG_2187.mzXML
RAW DATA
MS1
NEG
NEG_2193.mzXML
RAW DATA
MS1
NEG
NEG_2195.mzXML
RAW DATA
MS1
POS
POS_2162.mzXML
RAW DATA
MS1
POS
POS_2164.mzXML
RAW DATA
MS1
POS
POS_2172.mzXML
RAW DATA
MS1
POS
POS_2177.mzXML
RAW DATA
MS1
POS
POS_2178.mzXML
RAW DATA
MS1
POS
POS_2179.mzXML
RAW DATA
MS1
POS
POS_2181.mzXML
RAW DATA
MS1
POS
POS_2187.mzXML
RAW DATA
MS1
POS
POS_2193.mzXML
RAW DATA
MS1
POS
POS_2195.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST001916
No raw data detected. Ignoring ST001916
Processing  ST003168
Initiating REDU-table generation for AN005198
Rest length is 23
raw file key found.
Initiating REDU-table generation for AN005199
Rest length is 23
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
100.mzML
101.mzML
102.mzML
103.mzML
104.mzML
105.mzML
78.mzML
79.mzML
80.mzML
81.mzML
82.mzML
83.mzML
84.mzML
85.mzML
86.mzML
87.mzML
88.mzML
89.mzML
94.mzML
95.mzML
97.mzML
98.mzML
99.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 23 rows!
Extracted information for 23 samples.
Processing  ST000350
No raw data detected. Ignoring ST000350
Processing  ST001484
No raw data detected. Ignoring ST001484
Processing  ST001246
Initiating REDU-table generation for AN002070
Rest length is 17
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/17 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 17/17 [00:00<00:00, 357.22it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2916/3150 [3:34:05<03:56,  1.01s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_054_lowmz_MUT_12DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_055_lowmz_WT_12DFA_04.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_056_lowmz_MUT_6DFA_01_inj01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_057_lowmz_WT_12DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_058_lowmz_MUT_6DFA_01_inj02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_059_lowmz_KO_6DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_060_lowmz_MUT_12DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_061_lowmz_WT_12DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_062_lowmz_KO_6DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_063_lowmz_MUT_12DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_065_lowmz_MUT_6DFA_02_inj03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_066_lowmz_KO_6DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_067_lowmz_WT_12DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_068_lowmz_MUT_12DFA_04.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_069_lowmz_MUT_6DFA_01_inj03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_070_lowmz_MUT_6DFA_02_inj01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_071_lowmz_MUT_6DFA_02_inj02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_075_highmz_MUT_12DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_076_highmz_WT_12DFA_04.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_077_highmz_MUT_6DFA_01_inj01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_078_highmz_WT_12DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_079_highmz_MUT_6DFA_01_inj02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_080_highmz_KO_6DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_081_highmz_MUT_12DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_082_highmz_WT_12DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_083_highmz_KO_6DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_084_highmz_MUT_12DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_086_highmz_MUT_6DFA_02_inj03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_087_highmz_KO_6DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_088_highmz_WT_12DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_089_highmz_MUT_12DFA_04.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_090_highmz_MUT_6DFA_01_inj03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_091_highmz_MUT_6DFA_02_inj01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHNEG_092_highmz_MUT_6DFA_02_inj02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_010_lowmz_MUT_12DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_011_lowmz_WT_12DFA_04.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_012_lowmz_MUT_6DFA_01_inj01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_013_lowmz_WT_12DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_014_lowmz_MUT_6DFA_01_inj02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_015_lowmz_KO_6DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_016_lowmz_MUT_12DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_017_lowmz_WT_12DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_018_lowmz_KO_6DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_019_lowmz_MUT_12DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_021_lowmz_MUT_6DFA_02_inj03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_022_lowmz_KO_6DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_023_lowmz_WT_12DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_024_lowmz_MUT_12DFA_04.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_025_lowmz_MUT_6DFA_01_inj03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_025_lowmz_MUT_6DFA_01_inj03_reinj.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_026_lowmz_MUT_6DFA_02_inj01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_027_lowmz_MUT_6DFA_02_inj02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_031_highmz_MUT_12DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_032_highmz_WT_12DFA_04.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_033_highmz_MUT_6DFA_01_inj01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_034_highmz_WT_12DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_035_highmz_MUT_6DFA_01_inj02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_036_highmz_KO_6DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_037_highmz_MUT_12DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_038_highmz_WT_12DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_039_highmz_KO_6DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_040_highmz_MUT_12DFA_01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_042_highmz_MUT_6DFA_02_inj03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_043_highmz_KO_6DFA_03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_044_highmz_WT_12DFA_02.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_045_highmz_MUT_12DFA_04.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_046_highmz_MUT_6DFA_01_inj03.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_047_highmz_MUT_6DFA_02_inj01.raw
HRB_Cardiomyocyte_050118_CSHPOSNEG
Hannele_050118_CSHPOS_048_highmz_MUT_6DFA_02_inj02.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST002198
Initiating REDU-table generation for AN003597
Rest length is 120
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003598
Rest length is 120
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NEG
T0.30.WWC1_neg.mzXML
NEG
T0.30.WWC2_neg.mzXML
NEG
T0.30.WWC3_neg.mzXML
NEG
T0.30.WWC4_neg.mzXML
NEG
T0.30.WWC5_neg.mzXML
NEG
T0.30.WWC6_neg.mzXML
NEG
T0.40.WWC1_neg.mzXML
NEG
T0.40.WWC2_neg.mzXML
NEG
T0.40.WWC3_neg.mzXML
NEG
T0.40.WWC4_neg.mzXML
NEG
T0.40.WWC5_neg.mzXML
NEG
T0.40.WWC6_neg.mzXML
NEG
T1.30.HWS1_neg.mzXML
NEG
T1.30.HWS2_neg.mzXML
NEG
T1.30.HWS3_neg.mzXML
NEG
T1.30.LWS1_neg.mzXML
NEG
T1.30.LWS2_neg.mzXML
NEG
T1.30.LWS3_neg.mzXML
NEG
T1.40.HWS1_neg.mzXML
NEG
T1.40.HWS2_neg.mzXML
NEG
T1.40.HWS3_neg.mzXML
NEG
T1.40.LWS1_neg.mzXML
NEG
T1.40.LWS2_neg.mzXML
NEG
T1.40.LWS3_neg.mzXML
NEG
T3.30.HWS1_neg.mzXML
NEG
T3.30.HWS2_neg.mzXML
NEG
T3.30.HWS3_neg.mzXML
NEG
T3.30.LWS1_neg.mzXML
NEG
T3.30.LWS2_neg.mzXML
NEG
T3.30.LWS3_neg.mzXML
NEG
T3.40.HWS1_neg.mzXML
NEG
T3.40.HWS2_neg.mzXML
NEG
T3.40.HWS3_neg.mzXML
NEG
T3.40.LWS1_neg.mzXML
NEG
T3.40.LWS2_neg.mzXML
NEG
T3.40.LWS3_neg.mzXML
NEG
T5.30.HWS1_neg.mzXML
NEG
T5.30.HWS2_neg.mzXML
NEG
T5.30.HWS3_neg.mzXML
NEG
T5.30.LWS1_neg.mzXML
NEG
T5.30.LWS2_neg.mzXML
NEG
T5.30.LWS3_neg.mzXML
NEG
T5.40.HWS1_neg.mzXML
NEG
T5.40.HWS2_neg.mzXML
NEG
T5.40.HWS3_neg.mzXML
NEG
T5.40.LWS1_neg.mzXML
NEG
T5.40.LWS2_neg.mzXML
NEG
T5.40.LWS3_neg.mzXML
NEG
T7.30.HWS1_neg.mzXML
NEG
T7.30.HWS2_neg.mzXML
NEG
T7.30.HWS3_neg.mzXML
NEG
T7.30.LWS1_neg.mzXML
NEG
T7.30.LWS2_neg.mzXML
NEG
T7.30.LWS3_neg.mzXML
NEG
T7.40.HWS1_neg.mzXML
NEG
T7.40.HWS2_neg.mzXML
NEG
T7.40.HWS3_neg.mzXML
NEG
T7.40.LWS1_neg.mzXML
NEG
T7.40.LWS2_neg.mzXML
NEG
T7.40.LWS3_neg.mzXML
POS
T0.30.WWC1_pos.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2917/3150 [3:34:09<05:22,  1.38s/it]
POS
T0.30.WWC2_pos.mzXML
POS
T0.30.WWC3_pos.mzXML
POS
T0.30.WWC4_pos.mzXML
POS
T0.30.WWC5_pos.mzXML
POS
T0.30.WWC6_pos.mzXML
POS
T0.40.WWC1_pos.mzXML
POS
T0.40.WWC2_pos.mzXML
POS
T0.40.WWC3_pos.mzXML
POS
T0.40.WWC4_pos.mzXML
POS
T0.40.WWC5_pos.mzXML
POS
T0.40.WWC6_pos.mzXML
POS
T1.30.HWS1_pos.mzXML
POS
T1.30.HWS2_pos.mzXML
POS
T1.30.HWS3_pos.mzXML
POS
T1.30.LWS1_pos.mzXML
POS
T1.30.LWS2_pos.mzXML
POS
T1.30.LWS3_pos.mzXML
POS
T1.40.HWS1_pos.mzXML
POS
T1.40.HWS2_pos.mzXML
POS
T1.40.HWS3_pos.mzXML
POS
T1.40.LWS1_pos.mzXML
POS
T1.40.LWS2_pos.mzXML
POS
T1.40.LWS3_pos.mzXML
POS
T3.30.HWS1_pos.mzXML
POS
T3.30.HWS2_pos.mzXML
POS
T3.30.HWS3_pos.mzXML
POS
T3.30.LWS1_pos.mzXML
POS
T3.30.LWS2_pos.mzXML
POS
T3.30.LWS3_pos.mzXML
POS
T3.40.HWS1_pos.mzXML
POS
T3.40.HWS2_pos.mzXML
POS
T3.40.HWS3_pos.mzXML
POS
T3.40.LWS1_pos.mzXML
POS
T3.40.LWS2_pos.mzXML
POS
T3.40.LWS3_pos.mzXML
POS
T5.30.HWS1_pos.mzXML
POS
T5.30.HWS2_pos.mzXML
POS
T5.30.HWS3_pos.mzXML
POS
T5.30.LWS1_pos.mzXML
POS
T5.30.LWS2_pos.mzXML
POS
T5.30.LWS3_pos.mzXML
POS
T5.40.HWS1_pos.mzXML
POS
T5.40.HWS2_pos.mzXML
POS
T5.40.HWS3_pos.mzXML
POS
T5.40.LWS1_pos.mzXML
POS
T5.40.LWS2_pos.mzXML
POS
T5.40.LWS3_pos.mzXML
POS
T7.30.HWS1_pos.mzXML
POS
T7.30.HWS2_pos.mzXML
POS
T7.30.HWS3_pos.mzXML
POS
T7.30.LWS1_pos.mzXML
POS
T7.30.LWS2_pos.mzXML
POS
T7.30.LWS3_pos.mzXML
POS
T7.40.HWS1_pos.mzXML
POS
T7.40.HWS2_pos.mzXML
POS
T7.40.HWS3_pos.mzXML
POS
T7.40.LWS1_pos.mzXML
POS
T7.40.LWS2_pos.mzXML
POS
T7.40.LWS3_pos.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 120 rows!
Extracted information for 120 samples.
Processing  ST002516
Initiating REDU-table generation for AN004143
Rest length is 576
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004144
Rest length is 576
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dec2020_SIL_Extracellular
Neg_2243_0_TP0_1.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP0_2.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP0_3.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP1_1.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP1_3.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP2_1.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP2_2.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP2_3.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP3_1.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP3_2.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP3_3.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP4_1.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP4_2.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP4_3.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP5_1.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP5_2.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP5_3.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP6_1.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP6_2.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP6_3.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP7_1.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP7_2.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP7_3.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP8_1.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP8_2.raw
Dec2020_SIL_Extracellular
Neg_2243_0_TP8_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP0_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP0_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP0_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP1_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP1_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP2_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP2_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP2_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP3_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP3_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP3_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP4_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP4_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP4_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP5_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP5_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP5_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP6_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP6_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP6_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP7_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP7_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP7_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP8_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP8_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10L_TP8_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP0_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP0_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP0_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP1_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP1_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP2_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP2_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP2_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP3_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP3_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP3_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP4_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP4_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP4_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP5_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP5_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP5_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP6_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP6_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP6_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP7_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP7_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP7_3.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP8_1.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP8_2.raw
Dec2020_SIL_Extracellular
Neg_2243_10_TP8_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP0_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP0_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP0_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP1_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP1_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP2_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP2_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP2_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP3_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP3_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP3_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP4_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP4_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP4_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP5_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP5_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP5_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP6_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP6_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP6_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP7_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP7_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP7_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP8_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP8_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1L_TP8_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP0_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP0_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP0_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP1_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP1_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP2_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP2_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP2_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP3_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP3_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP3_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP4_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP4_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP4_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP5_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP5_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP5_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP6_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP6_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP6_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP7_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP7_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP7_3.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP8_1.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP8_2.raw
Dec2020_SIL_Extracellular
Neg_2243_1_TP8_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP0_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP0_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP0_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP1_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP1_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP2_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP2_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP2_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP3_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP3_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP3_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP4_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP4_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP4_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP5_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP5_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP5_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP6_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP6_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP6_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP7_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP7_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP7_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP8_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP8_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_0_TP8_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_10L_TP0_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_10L_TP0_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_10L_TP0_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_10L_TP1_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_10L_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_10L_TP1_3.raw
Dec2020_SIL_Extracellular
Neg_AB8_10L_TP2_1.raw
Dec2020_SIL_Extracellular
Neg_AB8_10L_TP2_2.raw
Dec2020_SIL_Extracellular
Neg_AB8_10L_TP2_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Neg_c_10_TP0_3.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP1_1.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP1_3.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP2_1.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP2_2.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP2_3.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP3_1.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP3_2.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP3_3.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP4_1.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP4_2.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP4_3.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP5_1.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP5_2.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP5_3.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP6_1.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP6_2.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP6_3.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP7_1.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP7_2.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP7_3.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP8_1.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP8_2.raw
Dec2020_SIL_Extracellular
Neg_c_10_TP8_3.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP0_1.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP0_2.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP0_3.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP1_1.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP1_3.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP2_1.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP2_2.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Neg_c_1L_TP3_3.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP4_1.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP4_2.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP4_3.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP5_1.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP5_2.raw
Dec2020_SIL_Extracellular
Neg_c_1L_TP5_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Neg_c_1L_TP6_2.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Neg_c_1L_TP8_3.raw
Dec2020_SIL_Extracellular
Neg_c_1_TP0_1.raw
Dec2020_SIL_Extracellular
Neg_c_1_TP0_2.raw
Dec2020_SIL_Extracellular
Neg_c_1_TP0_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Neg_c_1_TP1_2.raw
Dec2020_SIL_Extracellular
Neg_c_1_TP1_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Neg_c_1_TP7_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Neg_c_1_TP8_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Pos_2243_0_TP1_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Pos_2243_10L_TP0_1.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Pos_2243_10L_TP3_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Pos_2243_10L_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_2243_10L_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_2243_10L_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10L_TP7_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Pos_2243_10L_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10L_TP8_3.raw
Dec2020_SIL_Extracellular
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Dec2020_SIL_Extracellular
Pos_2243_10_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_2243_10_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1L_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_2243_1_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_0_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10L_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_10_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1L_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_AB8_1_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_BK_1.raw
Dec2020_SIL_Extracellular
Pos_BK_10.raw
Dec2020_SIL_Extracellular
Pos_BK_11.raw
Dec2020_SIL_Extracellular
Pos_BK_12.raw
Dec2020_SIL_Extracellular
Pos_BK_13.raw
Dec2020_SIL_Extracellular
Pos_BK_14.raw
Dec2020_SIL_Extracellular
Pos_BK_15.raw
Dec2020_SIL_Extracellular
Pos_BK_16.raw
Dec2020_SIL_Extracellular
Pos_BK_17.raw
Dec2020_SIL_Extracellular
Pos_BK_18.raw
Dec2020_SIL_Extracellular
Pos_BK_19.raw
Dec2020_SIL_Extracellular
Pos_BK_2.raw
Dec2020_SIL_Extracellular
Pos_BK_20.raw
Dec2020_SIL_Extracellular
Pos_BK_21.raw
Dec2020_SIL_Extracellular
Pos_BK_22.raw
Dec2020_SIL_Extracellular
Pos_BK_23.raw
Dec2020_SIL_Extracellular
Pos_BK_24.raw
Dec2020_SIL_Extracellular
Pos_BK_3.raw
Dec2020_SIL_Extracellular
Pos_BK_4.raw
Dec2020_SIL_Extracellular
Pos_BK_5.raw
Dec2020_SIL_Extracellular
Pos_BK_6.raw
Dec2020_SIL_Extracellular
Pos_BK_7.raw
Dec2020_SIL_Extracellular
Pos_BK_8.raw
Dec2020_SIL_Extracellular
Pos_BK_9.raw
Dec2020_SIL_Extracellular
Pos_Pool_1.raw
Dec2020_SIL_Extracellular
Pos_Pool_10.raw
Dec2020_SIL_Extracellular
Pos_Pool_11.raw
Dec2020_SIL_Extracellular
Pos_Pool_12.raw
Dec2020_SIL_Extracellular
Pos_Pool_2.raw
Dec2020_SIL_Extracellular
Pos_Pool_3.raw
Dec2020_SIL_Extracellular
Pos_Pool_4.raw
Dec2020_SIL_Extracellular
Pos_Pool_5.raw
Dec2020_SIL_Extracellular
Pos_Pool_6.raw
Dec2020_SIL_Extracellular
Pos_Pool_7.raw
Dec2020_SIL_Extracellular
Pos_Pool_8.raw
Dec2020_SIL_Extracellular
Pos_Pool_9.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_Val_0_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10L_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_Val_10_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1L_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_Val_1_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_c_0_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_c_10L_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_c_10_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_c_1L_TP8_3.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP0_1.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP0_2.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP0_3.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP1_1.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP1_2.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP1_3.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP2_1.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP2_2.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP2_3.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP3_1.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP3_2.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP3_3.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP4_1.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP4_2.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP4_3.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP5_1.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP5_2.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP5_3.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP6_1.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP6_2.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP6_3.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP7_1.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP7_2.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP7_3.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP8_1.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP8_2.raw
Dec2020_SIL_Extracellular
Pos_c_1_TP8_3.raw
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_0_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_10_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_2243_1_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_0_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_10_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_AB8_1_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_10.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_11.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_13.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_14.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_15.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_16.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_17.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_18.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_19.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_20.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_21.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_22.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_23.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_24.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_4.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_5.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_6.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_7.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_8.mzML
Dec2020_SIL_Extracellular
mzML
Neg_BK_9.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_10.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_11.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_12.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_4.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_5.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_6.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_7.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_8.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Pool_9.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_0_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_10_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_Val_1_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_0_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_10_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Neg_c_1_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_0_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_10_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_2243_1_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_0_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_10_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_AB8_1_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_10.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_11.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_12.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_13.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_14.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_15.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_16.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_17.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_18.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_19.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_20.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_21.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_22.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_23.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_24.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_4.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_5.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_6.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_7.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_8.mzML
Dec2020_SIL_Extracellular
mzML
Pos_BK_9.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_10.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_11.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_12.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_4.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_5.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_6.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_7.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_8.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Pool_9.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_0_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_10_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_Val_1_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_0_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP7_1.mzML
Dec2020_SIL_Extracellular/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2918/3150 [3:34:28<18:12,  4.71s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2919/3150 [3:34:30<15:59,  4.15s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2920/3150 [3:34:32<14:12,  3.71s/it]
mzML
Pos_c_10L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_10_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP5_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP6_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1L_TP8_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP0_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP0_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP0_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP1_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP1_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP1_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP2_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP2_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP2_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP3_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP3_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP3_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP4_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP4_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP4_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP5_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP5_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP6_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP6_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP7_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP7_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP7_3.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP8_1.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP8_2.mzML
Dec2020_SIL_Extracellular
mzML
Pos_c_1_TP8_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2217 rows!
Extracted information for 2217 samples.
Processing  ST002375
Initiating REDU-table generation for AN003870
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw Data
sample 1.wiff
Raw Data
sample 10.wiff
Raw Data
sample 11.wiff
Raw Data
sample 12.wiff
Raw Data
sample 2.wiff
Raw Data
sample 3.wiff
Raw Data
sample 4.wiff
Raw Data
sample 5.wiff
Raw Data
sample 6.wiff
Raw Data
sample 7.wiff
Raw Data
sample 8.wiff
Raw Data
sample 9.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST001861
Initiating REDU-table generation for AN003017
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20190525_Indranil_pos_spme_meta10_1.mzML
20190525_Indranil_pos_spme_meta10_2.mzML
20190525_Indranil_pos_spme_meta10_3.mzML
20190525_Indranil_pos_spme_meta1_1.mzML
20190525_Indranil_pos_spme_meta1_2.mzML
20190525_Indranil_pos_spme_meta1_3.mzML
20190525_Indranil_pos_spme_meta2_1.mzML
20190525_Indranil_pos_spme_meta2_2.mzML
20190525_Indranil_pos_spme_meta2_3.mzML
20190525_Indranil_pos_spme_meta3_1.mzML
20190525_Indranil_pos_spme_meta3_2.mzML
20190525_Indranil_pos_spme_meta3_3.mzML
20190525_Indranil_pos_spme_meta4_1.mzML
20190525_Indranil_pos_spme_meta4_2.mzML
20190525_Indranil_pos_spme_meta4_3.mzML
20190525_Indranil_pos_spme_meta5_1.mzML
20190525_Indranil_pos_spme_meta5_2.mzML
20190525_Indranil_pos_spme_meta5_3.mzML
20190525_Indranil_pos_spme_meta6_1.mzML
20190525_Indranil_pos_spme_meta6_2.mzML
20190525_Indranil_pos_spme_meta6_3.mzML
20190525_Indranil_pos_spme_meta7_1.mzML
20190525_Indranil_pos_spme_meta7_2.mzML
20190525_Indranil_pos_spme_meta7_3.mzML
20190525_Indranil_pos_spme_meta8_1.mzML
20190525_Indranil_pos_spme_meta8_2.mzML
20190525_Indranil_pos_spme_meta8_3.mzML
20190525_Indranil_pos_spme_meta9_1.mzML
20190525_Indranil_pos_spme_meta9_2.mzML
20190525_Indranil_pos_spme_meta9_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST002677
Initiating REDU-table generation for AN004349
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217016809.raw
90218016809.raw
90222016809.raw
90223016809.raw
90225016809.raw
90227016809.raw
90229016809.raw
90232016809.raw
90237016809.raw
90239016809.raw
90245016809.raw
90248016809.raw
90251016809.raw
90252016809.raw
90254016809.raw
90258016809.raw
90259016809.raw
90265016809.raw
90266016809.raw
90267016809.raw
90280016809.raw
90281016809.raw
90283016809.raw
90289016809.raw
90292016809.raw
90406016809.raw
90410016809.raw
90412016809.raw
90416016809.raw
90420016809.raw
90421016809.raw
90422016809.raw
90423016809.raw
90426016809.raw
90430016809.raw
90439016809.raw
90441016809.raw
90444016809.raw
90449016809.raw
90450016809.raw
90559016809.raw
90560016809.raw
90564016809.raw
90567016809.raw
90571016809.raw
90576016809.raw
90578016809.raw
90581016809.raw
90585016809.raw
90587016809.raw
IPE_Reference_Liver.raw
IPE_Reference_Liver02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Liver.raw
SED_Reference_Liver02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2921/3150 [3:34:35<13:13,  3.46s/it]
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST000580
Initiating REDU-table generation for AN000891
Rest length is 20
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/14 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 14/14 [00:00<00:00, 407.41it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2922/3150 [3:34:38<12:22,  3.26s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2926/3150 [3:34:41<06:39,  1.79s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2927/3150 [3:34:44<07:23,  1.99s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2928/3150 [3:34:46<07:36,  2.06s/it]
 93%|█████████▎| 2932/3150 [3:34:46<03:33,  1.02it/s]
 93%|█████████▎| 2934/3150 [3:34:47<02:41,  1.34it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
PS
DBA2J 10M FAHL3 PS 1.RAW
PS
DBA2J 10M FAHL3 PS 2.RAW
PS
DBA2J 10M FAHL3 PS 3.RAW
PS
DBA2J 10M FTML2 PS 1.RAW
PS
DBA2J 10M FTML2 PS 2.RAW
PS
DBA2J 10M FTML2 PS 3.RAW
PS
DBA2J 10M MAHL4 PS 1.RAW
PS
DBA2J 10M MAHL4 PS 2.RAW
PS
DBA2J 10M MAHL4 PS 3.RAW
PS
DBA2J 10M MTML2 PS 1.RAW
PS
DBA2J 10M MTML2 PS 2.RAW
PS
DBA2J 10M MTML2 PS 3.RAW
PS
DBA2J 12M FAHL6 PS 1.RAW
PS
DBA2J 12M FAHL6 PS 2.RAW
PS
DBA2J 12M FAHL6 PS 3.RAW
PS
DBA2J 12M FTML6 PS 1.RAW
PS
DBA2J 12M FTML6 PS 2.RAW
PS
DBA2J 12M FTML6 PS 3.RAW
PS
DBA2J 12M MAHL6 PS 1.RAW
PS
DBA2J 12M MAHL6 PS 2.RAW
PS
DBA2J 12M MAHL6 PS 3.RAW
PS
DBA2J 12M MTML6 PS 1.RAW
PS
DBA2J 12M MTML6 PS 2.RAW
PS
DBA2J 12M MTML6 PS 3.RAW
PS
DBA2J 3M FAH2L7 PS 1.RAW
PS
DBA2J 3M FAH2L7 PS 2.RAW
PS
DBA2J 3M FAH2L7 PS 3.RAW
PS
DBA2J 3M FTML3 PS 1.RAW
PS
DBA2J 3M FTML3 PS 2.RAW
PS
DBA2J 3M FTML3 PS 3.RAW
PS
DBA2J 3M MAHL5 PS 1.RAW
PS
DBA2J 3M MAHL5 PS 2.RAW
PS
DBA2J 3M MAHL5 PS 3.RAW
PS
DBA2J 3M MTML5 PS 1.RAW
PS
DBA2J 3M MTML5 PS 2.RAW
PS
DBA2J 3M MTML5 PS 3.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST000947
No raw data detected. Ignoring ST000947
Processing  ST000074
No raw data detected. Ignoring ST000074
Processing  ST000153
No raw data detected. Ignoring ST000153
Processing  ST001713
Initiating REDU-table generation for AN002788
Rest length is 20
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw data
10cm_1.mzXML
Raw data
10cm_2.mzXML
Raw data
10cm_3.mzXML
Raw data
10cm_4.mzXML
Raw data
15cm_1.mzXML
Raw data
15cm_2.mzXML
Raw data
15cm_3.mzXML
Raw data
15cm_4.mzXML
Raw data
20cm_1.mzXML
Raw data
20cm_2.mzXML
Raw data
20cm_3.mzXML
Raw data
20cm_4.mzXML
Raw data
30cm_1.mzXML
Raw data
30cm_2.mzXML
Raw data
30cm_3.mzXML
Raw data
30cm_4.mzXML
Raw data
8cm_1.mzXML
Raw data
8cm_2.mzXML
Raw data
8cm_3.mzXML
Raw data
8cm_4.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002652
Initiating REDU-table generation for AN004324
Rest length is 69
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217015808.raw
90218015808.raw
90222015808.raw
90223015808.raw
90225015808.raw
90227015808.raw
90229015808.raw
90232015808.raw
90237015808.raw
90239015808.raw
90245015808.raw
90248015808.raw
90251015808.raw
90252015808.raw
90254015808.raw
90258015808.raw
90259015808.raw
90265015808.raw
90266015808.raw
90267015808.raw
90280015808.raw
90281015808.raw
90283015808.raw
90289015808.raw
90292015808.raw
90406015808.raw
90410015808.raw
90412015808.raw
90416015808.raw
90420015808.raw
90421015808.raw
90422015808.raw
90423015808.raw
90426015808.raw
90430015808.raw
90439015808.raw
90441015808.raw
90444015808.raw
90449015808.raw
90450015808.raw
90559015808.raw
90560015808.raw
90564015808.raw
90567015808.raw
90571015808.raw
90576015808.raw
90578015808.raw
90581015808.raw
90585015808.raw
90587015808.raw
IPE_Reference_Heart.raw
IPE_Reference_Heart02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
QC09.raw
SED_Reference_Heart.raw
SED_Reference_Heart02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST003559
Initiating REDU-table generation for AN005850
Rest length is 64
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
HEK293_7A6_NMA_0821.raw
HEK293_7A6_NMA_0823.raw
HEK293_7A6_noNMA_0821.raw
HEK293_7A6_noNMA_0823.raw
HEK293_CAT1_NMA_0821.raw
HEK293_CAT1_NMA_0823.raw
HEK293_CAT1_noNMA_0821.raw
HEK293_CAT1_noNMA_0823.raw
HEK293_CAT1_r1_0821.raw
HEK293_CAT1_r2_0821.raw
HEK293_CAT2_NMA_0821.raw
HEK293_CAT2_NMA_0823.raw
HEK293_CAT2_noNMA_0821.raw
HEK293_CAT2_noNMA_0823.raw
HEK293_CAT2_r1_0821.raw
HEK293_CAT2_r2_0821.raw
HEK293_NTC_NMA_0821.raw
HEK293_NTC_NMA_0823.raw
HEK293_NTC_noNMA_0821.raw
HEK293_NTC_noNMA_0823.raw
HEK293_NTC_r1_0821.raw
HEK293_NTC_r2_0821.raw
HEK293_siCAT1_PM1.raw
HEK293_siCAT1_PM2.raw
HEK293_siCAT1_PM3.raw
HEK293_siCAT1_PM4.raw
HEK293_siCAT1_noNMA_PM1.raw
HEK293_siCAT1_wNMA_PM1.raw
HEK293_siCAT2_PM1.raw
HEK293_siCAT2_PM2.raw
HEK293_siCAT2_PM3.raw
HEK293_siCAT2_PM4.raw
HEK293_siCAT2_noNMA_PM1.raw
HEK293_siCAT2_wNMA_PM1.raw
HEK293_siNTC_NMA_3.raw
HEK293_siNTC_NMA_PM1.raw
HEK293_siNTC_NMA_r2.raw
HEK293_siNTC_PBS_PM1.raw
HEK293_siNTC_PM1.raw
HEK293_siNTC_PM2.raw
HEK293_siNTC_PM3.raw
HEK293_siNTC_PM4.raw
HEK293_siNTC_PM5.raw
HEK293_siNTC_PM6.raw
HEK293_siNTC_d4_PM1.raw
HEK293_siNTC_d4_PM2.raw
HEK293_siNTC_noNMA_3.raw
HEK293_siNTC_noNMA_PM1.raw
HEK293_siNTC_noNMA_r2.raw
HEK293_siNTC_wNMA_PM1.raw
HEK293_siSLC7A6_NMA_3.raw
HEK293_siSLC7A6_NMA_PM1.raw
HEK293_siSLC7A6_NMA_r2.raw
HEK293_siSLC7A6_PBS_PM1.raw
HEK293_siSLC7A6_PM1.raw
HEK293_siSLC7A6_PM2.raw
HEK293_siSLC7A6_PM3.raw
HEK293_siSLC7A6_PM4.raw
HEK293_siSLC7A6_PM5.raw
HEK293_siSLC7A6_PM6.raw
HEK293_siSLC7A6_d4_PM1.raw
HEK293_siSLC7A6_d4_PM2.raw
HEK293_siSLC7A6_noNMA_3.raw
HEK293_siSLC7A6_noNMA_r2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST002252
No raw data detected. Ignoring ST002252
Processing  ST000665
No raw data detected. Ignoring ST000665
Processing  ST002820
No raw data detected. Ignoring ST002820
Processing  ST001993
No raw data detected. Ignoring ST001993
Processing  ST000395
No raw data detected. Ignoring ST000395
Processing  ST000387
No raw data detected. Ignoring ST000387
Processing  ST001281
Initiating REDU-table generation for AN002122
Rest length is 7
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/7 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 7/7 [00:00<00:00, 453.03it/s]


Mapping potential matches:   0%|          | 0/7 [00:00<?, ?it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002123
Rest length is 7
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches: 100%|██████████| 7/7 [00:00<00:00, 435.02it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002124
Rest length is 7
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/7 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 7/7 [00:00<00:00, 453.95it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002125
Rest length is 7
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/7 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 7/7 [00:00<00:00, 468.31it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2935/3150 [3:34:50<04:29,  1.25s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2936/3150 [3:34:53<05:31,  1.55s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2939/3150 [3:37:15<1:17:40, 22.09s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Parkinson's Disease_Immunotherapy_Blanks
Lipidomics
Positive
Extr_Blank_6_Pos.raw
Parkinson's Disease_Immunotherapy_Lipidomics_Neg
T1_rep_Neg.raw
Parkinson's Disease_Immunotherapy_Lipidomics_Neg
Tg1_Neg.raw
Parkinson's Disease_Immunotherapy_Lipidomics_Neg
Tg1_rep_Neg.raw
Parkinson's Disease_Immunotherapy_Lipidomics_Neg
Tg2_rep_Neg.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Neg
T1_Neg.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Neg
T2_Neg.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Neg
T2_rep_Neg.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Neg
T3_Neg.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Neg
T3_rep_Neg.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Neg
Tg2_Neg.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Neg
Tg3_Neg.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Neg
Tg3_rep_Neg.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Pos
T1_Pos.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Pos
T1_rep_Pos.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Pos
T2_Pos.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Pos
T2_rep_Pos.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Pos
Tg1_Pos.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Pos
Tg1_rep_Pos.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Pos
Tg2_Pos.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Pos
Tg2_rep_Pos.raw
Parkinson's Disease_Immunotherapy_Metabolomics_Pos
Tg3_Pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 22 rows!
Extracted information for 22 samples.
Processing  ST003405
Initiating REDU-table generation for AN005588
Rest length is 30
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005589
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
X0197-M002B-06_KO_24h_supp_1.mzML
X0197-M002B-07_WT_0h_supp_1.mzML
X0197-M002B-09_KO_4h_supp_1.mzML
X0197-M002B-12_WT_8h_supp_1.mzML
X0197-M002B-14_KO_30m_supp_1.mzML
X0197-M002B-15_WT_24h_supp_1.mzML
X0197-M002B-16_KO_0h_supp_1.mzML
X0197-M002B-18_WT_4h_supp_1.mzML
X0197-M002B-20_WT_30m_supp_1.mzML
X0197-M002B-22_KO_8h_supp_1.mzML
X0197-M002B-27_WT_8h_supp_2.mzML
X0197-M002B-29_KO_8h_supp_2.mzML
X0197-M002B-31_KO_30m_supp_2.mzML
X0197-M002B-36_KO_24h_supp_2.mzML
X0197-M002B-38_WT_0h_supp_2.mzML
X0197-M002B-39_WT_24h_supp_2.mzML
X0197-M002B-40_WT_4h_supp_2.mzML
X0197-M002B-42_KO_0h_supp_2.mzML
X0197-M002B-43_KO_4h_supp_2.mzML
X0197-M002B-45_WT_30m_supp_2.mzML
X0197-M002B-48_WT_4h_supp_3.mzML
X0197-M002B-49_KO_4h_supp_3.mzML
X0197-M002B-50_KO_8h_supp_3.mzML
X0197-M002B-56_KO_24h_supp_3.mzML
X0197-M002B-57_KO_30m_supp_3.mzML
X0197-M002B-58_WT_8h_supp_3.mzML
X0197-M002B-61_WT_0h_supp_3.mzML
X0197-M002B-62_KO_0h_supp_3.mzML
X0197-M002B-64_WT_30m_supp_3.mzML
X0197-M002B-66_WT_24h_supp_3.mzML
X0197-M003B-06_KO_24h_supp_1.mzML
X0197-M003B-07_WT_0h_supp_1.mzML
X0197-M003B-09_KO_4h_supp_1.mzML
X0197-M003B-12_WT_8h_supp_1.mzML
X0197-M003B-14_KO_30m_supp_1.mzML
X0197-M003B-15_WT_24h_supp_1.mzML
X0197-M003B-16_KO_0h_supp_1.mzML
X0197-M003B-18_WT_4h_supp_1.mzML
X0197-M003B-20_WT_30m_supp_1.mzML
X0197-M003B-22_KO_8h_supp_1.mzML
X0197-M003B-27_WT_8h_supp_2.mzML
X0197-M003B-29_KO_8h_supp_2.mzML
X0197-M003B-31_KO_30m_supp_2.mzML
X0197-M003B-36_KO_24h_supp_2.mzML
X0197-M003B-38_WT_0h_supp_2.mzML
X0197-M003B-39_WT_24h_supp_2.mzML
X0197-M003B-40_WT_4h_supp_2.mzML
X0197-M003B-42_KO_0h_supp_2.mzML
X0197-M003B-43_KO_4h_supp_2.mzML
X0197-M003B-45_WT_30m_supp_2.mzML
X0197-M003B-48_WT_4h_supp_3.mzML
X0197-M003B-49_KO_4h_supp_3.mzML
X0197-M003B-50_KO_8h_supp_3.mzML
X0197-M003B-56_KO_24h_supp_3.mzML
X0197-M003B-57_KO_30m_supp_3.mzML
X0197-M003B-58_WT_8h_supp_3.mzML
X0197-M003B-61_WT_0h_supp_3.mzML
X0197-M003B-62_KO_0h_supp_3.mzML
X0197-M003B-64_WT_30m_supp_3.mzML
X0197-M003B-66_WT_24h_supp_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST000921
No raw data detected. Ignoring ST000921
Processing  ST001315
No raw data detected. Ignoring ST001315
Processing  ST002266
Initiating REDU-table generation for AN003701
Rest length is 29
raw file key found.
Initiating REDU-table generation for AN003702
Rest length is 29
raw file key found.
Initiating REDU-table generation for AN003703
Rest length is 29
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
181004_Blk_MQBlk_1.mzXML
181004_Poo_HOT-LAVA-QC_1.mzXML
181004_Poo_HOT-LAVA-QC_2.mzXML
181004_Poo_HOT-LAVA-QC_3.mzXML
181004_Poo_TruePoo_Full1.mzXML
181004_Poo_TruePoo_Full2.mzXML
181004_Poo_TruePoo_Full3.mzXML
181004_Poo_TruePoo_Half1.mzXML
181004_Poo_TruePoo_Half2.mzXML
181004_Poo_TruePoo_Half3.mzXML
181004_Smp_KM1513Poo7-26_1.mzXML
181004_Smp_S2C2D5_A.mzXML
181004_Smp_S2C2D5_B.mzXML
181004_Smp_S2C2D5_C.mzXML
181004_Smp_S3TF_A.mzXML
181004_Smp_S4C2D5_A.mzXML
181004_Smp_S4C2D5_B.mzXML
181004_Smp_S4C2D5_C.mzXML
181004_Smp_S515mMS_A.mzXML
181004_Smp_S515mMS_B.mzXML
181004_Smp_S515mMS_C.mzXML
181004_Smp_S5C1D5_A.mzXML
181004_Smp_S5C1D5_B.mzXML
181004_Smp_S6C3D5_A.mzXML
181004_Smp_S6C3D5_B.mzXML
181004_Smp_S6C3D5_C.mzXML
181008_Blk_MQBlk_1.mzXML
181008_Poo_HOT-LAVA-QC_1.mzXML
181008_Poo_HOT-LAVA-QC_2.mzXML
181008_Poo_HOT-LAVA-QC_3.mzXML
181008_Poo_TruePoo_DDApos20.mzXML
181008_Poo_TruePoo_DDApos35.mzXML
181008_Poo_TruePoo_DDApos50.mzXML
181008_Poo_TruePoo_Full1.mzXML
181008_Poo_TruePoo_Full2.mzXML
181008_Poo_TruePoo_Full3.mzXML
181008_Poo_TruePoo_Half1.mzXML
181008_Poo_TruePoo_Half2.mzXML
181008_Poo_TruePoo_Half3.mzXML
181008_Smp_KM1513Poo7-26_1.mzXML
181008_Smp_S2C2D5_A.mzXML
181008_Smp_S2C2D5_B.mzXML
181008_Smp_S2C2D5_C.mzXML
181008_Smp_S3TF_A.mzXML
181008_Smp_S4C2D5_A.mzXML
181008_Smp_S4C2D5_B.mzXML
181008_Smp_S4C2D5_C.mzXML
181008_Smp_S515mMS_A.mzXML
181008_Smp_S515mMS_B.mzXML
181008_Smp_S515mMS_C.mzXML
181008_Smp_S5C1D5_A.mzXML
181008_Smp_S5C1D5_B.mzXML
181008_Smp_S6C3D5_A.mzXML
181008_Smp_S6C3D5_B.mzXML
181008_Smp_S6C3D5_C.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 55 rows!
Extracted information for 55 samples.
Processing  ST000121
No raw data detected. Ignoring ST000121
Processing  ST002337
Initiating REDU-table generation for AN003819
Rest length is 1092
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1092 [00:00<?, ?it/s]

Mapping potential matches:   0%|          | 1/1092 [00:01<28:28,  1.57s/it]

Mapping potential matches:   0%|          | 2/1092 [00:03<28:08,  1.55s/it]

Mapping potential matches:   0%|          | 3/1092 [00:04<28:09,  1.55s/it]

Mapping potential matches:   0%|          | 4/1092 [00:06<28:03,  1.55s/it]

Mapping potential matches:   0%|          | 5/1092 [00:07<27:56,  1.54s/it]

Mapping potential matches:   1%|          | 6/1092 [00:09<27:56,  1.54s/it]

Mapping potential matches:   1%|          | 7/1092 [00:10<27:53,  1.54s/it]

Mapping potential matches:   1%|          | 8/1092 [00:12<27:54,  1.55s/it]

Mapping potential matches:   1%|          | 9/1092 [00:13<27:53,  1.55s/it]

Mapping potential matches:   1%|          | 10/1092 [00:15<27:52,  1.55s/it]

Mapping potential matches:   1%|          | 11/1092 [00:17<27:49,  1.54s/it]

Mapping potential matches:   1%|          | 12/1092 [00:18<27:57,  1.55s/it]

Mapping potential matches:   1%|          | 13/1092 [00:20<27:57,  1.55s/it]

Mapping potential matches:   1%|▏         | 14/1092 [00:21<27:43,  1.54s/it]

Mapping potential matches:   1%|▏         | 15/1092 [00:23<27:38,  1.54s/it]

Mapping potential matches:   1%|▏         | 16/1092 [00:24<27:47,  1.55s/it]

Mapping potential matches:   2%|▏         | 17/1092 [00:26<27:46,  1.55s/it]

Mapping potential matches:   2%|▏         | 18/1092 [00:27<27:48,  1.55s/it]

Mapping potential matches:   2%|▏         | 19/1092 [00:29<27:42,  1.55s/it]

Mapping potential matches:   2%|▏         | 20/1092 [00:30<27:41,  1.55s/it]

Mapping potential matches:   2%|▏         | 21/1092 [00:32<27:36,  1.55s/it]

Mapping potential matches:   2%|▏         | 22/1092 [00:34<27:35,  1.55s/it]

Mapping potential matches:   2%|▏         | 23/1092 [00:35<27:39,  1.55s/it]

Mapping potential matches:   2%|▏         | 24/1092 [00:37<27:45,  1.56s/it]

Mapping potential matches:   2%|▏         | 25/1092 [00:38<27:42,  1.56s/it]

Mapping potential matches:   2%|▏         | 26/1092 [00:40<27:59,  1.58s/it]

Mapping potential matches:   2%|▏         | 27/1092 [00:41<27:49,  1.57s/it]

Mapping potential matches:   3%|▎         | 28/1092 [00:43<27:45,  1.57s/it]

Mapping potential matches:   3%|▎         | 29/1092 [00:44<27:32,  1.55s/it]

Mapping potential matches:   3%|▎         | 30/1092 [00:46<27:29,  1.55s/it]

Mapping potential matches:   3%|▎         | 31/1092 [00:48<27:23,  1.55s/it]

Mapping potential matches:   3%|▎         | 32/1092 [00:49<27:20,  1.55s/it]

Mapping potential matches:   3%|▎         | 33/1092 [00:51<27:16,  1.55s/it]

Mapping potential matches:   3%|▎         | 34/1092 [00:52<27:06,  1.54s/it]

Mapping potential matches:   3%|▎         | 35/1092 [00:54<27:06,  1.54s/it]

Mapping potential matches:   3%|▎         | 36/1092 [00:55<27:23,  1.56s/it]

Mapping potential matches:   3%|▎         | 37/1092 [00:57<27:25,  1.56s/it]

Mapping potential matches:   3%|▎         | 38/1092 [00:58<27:27,  1.56s/it]

Mapping potential matches:   4%|▎         | 39/1092 [01:00<27:30,  1.57s/it]

Mapping potential matches:   4%|▎         | 40/1092 [01:02<27:19,  1.56s/it]

Mapping potential matches:   4%|▍         | 41/1092 [01:03<27:14,  1.55s/it]

Mapping potential matches:   4%|▍         | 42/1092 [01:05<27:15,  1.56s/it]

Mapping potential matches:   4%|▍         | 43/1092 [01:06<27:06,  1.55s/it]

Mapping potential matches:   4%|▍         | 44/1092 [01:08<27:01,  1.55s/it]

Mapping potential matches:   4%|▍         | 45/1092 [01:09<26:57,  1.54s/it]

Mapping potential matches:   4%|▍         | 46/1092 [01:11<26:48,  1.54s/it]

Mapping potential matches:   4%|▍         | 47/1092 [01:12<26:41,  1.53s/it]

Mapping potential matches:   4%|▍         | 48/1092 [01:14<26:41,  1.53s/it]

Mapping potential matches:   4%|▍         | 49/1092 [01:15<26:32,  1.53s/it]

Mapping potential matches:   5%|▍         | 50/1092 [01:17<26:33,  1.53s/it]

Mapping potential matches:   5%|▍         | 51/1092 [01:18<26:32,  1.53s/it]

Mapping potential matches:   5%|▍         | 52/1092 [01:20<26:28,  1.53s/it]

Mapping potential matches:   5%|▍         | 53/1092 [01:22<26:28,  1.53s/it]

Mapping potential matches:   5%|▍         | 54/1092 [01:23<26:26,  1.53s/it]

Mapping potential matches:   5%|▌         | 55/1092 [01:25<26:26,  1.53s/it]

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Mapping potential matches:  66%|██████▌   | 719/1092 [18:45<09:37,  1.55s/it]

Mapping potential matches:  66%|██████▌   | 720/1092 [18:47<09:35,  1.55s/it]

Mapping potential matches:  66%|██████▌   | 721/1092 [18:49<09:35,  1.55s/it]

Mapping potential matches:  66%|██████▌   | 722/1092 [18:50<09:33,  1.55s/it]

Mapping potential matches:  66%|██████▌   | 723/1092 [18:52<09:30,  1.55s/it]

Mapping potential matches:  66%|██████▋   | 724/1092 [18:53<09:28,  1.54s/it]

Mapping potential matches:  66%|██████▋   | 725/1092 [18:55<09:27,  1.55s/it]

Mapping potential matches:  66%|██████▋   | 726/1092 [18:56<09:24,  1.54s/it]

Mapping potential matches:  67%|██████▋   | 727/1092 [18:58<09:23,  1.54s/it]

Mapping potential matches:  67%|██████▋   | 728/1092 [18:59<09:24,  1.55s/it]

Mapping potential matches:  67%|██████▋   | 729/1092 [19:01<09:21,  1.55s/it]

Mapping potential matches:  67%|██████▋   | 730/1092 [19:02<09:18,  1.54s/it]

Mapping potential matches:  67%|██████▋   | 731/1092 [19:04<09:16,  1.54s/it]

Mapping potential matches:  67%|██████▋   | 732/1092 [19:06<09:12,  1.54s/it]

Mapping potential matches:  67%|██████▋   | 733/1092 [19:07<09:10,  1.53s/it]

Mapping potential matches:  67%|██████▋   | 734/1092 [19:09<09:07,  1.53s/it]

Mapping potential matches:  67%|██████▋   | 735/1092 [19:10<09:06,  1.53s/it]

Mapping potential matches:  67%|██████▋   | 736/1092 [19:12<09:06,  1.53s/it]

Mapping potential matches:  67%|██████▋   | 737/1092 [19:13<09:05,  1.54s/it]

Mapping potential matches:  68%|██████▊   | 738/1092 [19:15<09:04,  1.54s/it]

Mapping potential matches:  68%|██████▊   | 739/1092 [19:16<09:05,  1.54s/it]

Mapping potential matches:  68%|██████▊   | 740/1092 [19:18<09:03,  1.54s/it]

Mapping potential matches:  68%|██████▊   | 741/1092 [19:19<09:04,  1.55s/it]

Mapping potential matches:  68%|██████▊   | 742/1092 [19:21<09:05,  1.56s/it]

Mapping potential matches:  68%|██████▊   | 743/1092 [19:23<09:05,  1.56s/it]

Mapping potential matches:  68%|██████▊   | 744/1092 [19:24<09:05,  1.57s/it]

Mapping potential matches:  68%|██████▊   | 745/1092 [19:26<09:02,  1.56s/it]

Mapping potential matches:  68%|██████▊   | 746/1092 [19:27<08:58,  1.56s/it]

Mapping potential matches:  68%|██████▊   | 747/1092 [19:29<08:54,  1.55s/it]

Mapping potential matches:  68%|██████▊   | 748/1092 [19:30<08:51,  1.54s/it]

Mapping potential matches:  69%|██████▊   | 749/1092 [19:32<08:47,  1.54s/it]

Mapping potential matches:  69%|██████▊   | 750/1092 [19:33<08:46,  1.54s/it]

Mapping potential matches:  69%|██████▉   | 751/1092 [19:35<08:49,  1.55s/it]

Mapping potential matches:  69%|██████▉   | 752/1092 [19:36<08:46,  1.55s/it]

Mapping potential matches:  69%|██████▉   | 753/1092 [19:38<08:44,  1.55s/it]

Mapping potential matches:  69%|██████▉   | 754/1092 [19:40<08:42,  1.54s/it]

Mapping potential matches:  69%|██████▉   | 755/1092 [19:41<08:39,  1.54s/it]

Mapping potential matches:  69%|██████▉   | 756/1092 [19:43<08:36,  1.54s/it]

Mapping potential matches:  69%|██████▉   | 757/1092 [19:44<08:35,  1.54s/it]

Mapping potential matches:  69%|██████▉   | 758/1092 [19:46<08:32,  1.53s/it]

Mapping potential matches:  70%|██████▉   | 759/1092 [19:47<08:31,  1.54s/it]

Mapping potential matches:  70%|██████▉   | 760/1092 [19:49<08:31,  1.54s/it]

Mapping potential matches:  70%|██████▉   | 761/1092 [19:50<08:32,  1.55s/it]

Mapping potential matches:  70%|██████▉   | 762/1092 [19:52<08:30,  1.55s/it]

Mapping potential matches:  70%|██████▉   | 763/1092 [19:53<08:28,  1.54s/it]

Mapping potential matches:  70%|██████▉   | 764/1092 [19:55<08:27,  1.55s/it]

Mapping potential matches:  70%|███████   | 765/1092 [19:57<08:24,  1.54s/it]

Mapping potential matches:  70%|███████   | 766/1092 [19:58<08:23,  1.54s/it]

Mapping potential matches:  70%|███████   | 767/1092 [20:00<08:21,  1.54s/it]

Mapping potential matches:  70%|███████   | 768/1092 [20:01<08:18,  1.54s/it]

Mapping potential matches:  70%|███████   | 769/1092 [20:03<08:16,  1.54s/it]

Mapping potential matches:  71%|███████   | 770/1092 [20:04<08:19,  1.55s/it]

Mapping potential matches:  71%|███████   | 771/1092 [20:06<08:25,  1.57s/it]

Mapping potential matches:  71%|███████   | 772/1092 [20:07<08:23,  1.57s/it]

Mapping potential matches:  71%|███████   | 773/1092 [20:09<08:20,  1.57s/it]

Mapping potential matches:  71%|███████   | 774/1092 [20:11<08:19,  1.57s/it]

Mapping potential matches:  71%|███████   | 775/1092 [20:12<08:18,  1.57s/it]

Mapping potential matches:  71%|███████   | 776/1092 [20:14<08:16,  1.57s/it]

Mapping potential matches:  71%|███████   | 777/1092 [20:15<08:16,  1.58s/it]

Mapping potential matches:  71%|███████   | 778/1092 [20:17<08:12,  1.57s/it]

Mapping potential matches:  71%|███████▏  | 779/1092 [20:18<08:10,  1.57s/it]

Mapping potential matches:  71%|███████▏  | 780/1092 [20:20<08:08,  1.57s/it]

Mapping potential matches:  72%|███████▏  | 781/1092 [20:22<08:04,  1.56s/it]

Mapping potential matches:  72%|███████▏  | 782/1092 [20:23<08:01,  1.55s/it]

Mapping potential matches:  72%|███████▏  | 783/1092 [20:25<07:58,  1.55s/it]

Mapping potential matches:  72%|███████▏  | 784/1092 [20:26<07:55,  1.54s/it]

Mapping potential matches:  72%|███████▏  | 785/1092 [20:28<07:53,  1.54s/it]

Mapping potential matches:  72%|███████▏  | 786/1092 [20:29<07:50,  1.54s/it]

Mapping potential matches:  72%|███████▏  | 787/1092 [20:31<07:50,  1.54s/it]

Mapping potential matches:  72%|███████▏  | 788/1092 [20:32<07:49,  1.54s/it]

Mapping potential matches:  72%|███████▏  | 789/1092 [20:34<07:47,  1.54s/it]

Mapping potential matches:  72%|███████▏  | 790/1092 [20:35<07:51,  1.56s/it]

Mapping potential matches:  72%|███████▏  | 791/1092 [20:37<07:46,  1.55s/it]

Mapping potential matches:  73%|███████▎  | 792/1092 [20:39<07:42,  1.54s/it]

Mapping potential matches:  73%|███████▎  | 793/1092 [20:40<07:43,  1.55s/it]

Mapping potential matches:  73%|███████▎  | 794/1092 [20:42<07:40,  1.55s/it]

Mapping potential matches:  73%|███████▎  | 795/1092 [20:43<07:37,  1.54s/it]

Mapping potential matches:  73%|███████▎  | 796/1092 [20:45<07:34,  1.54s/it]

Mapping potential matches:  73%|███████▎  | 797/1092 [20:46<07:33,  1.54s/it]

Mapping potential matches:  73%|███████▎  | 798/1092 [20:48<07:35,  1.55s/it]

Mapping potential matches:  73%|███████▎  | 799/1092 [20:49<07:37,  1.56s/it]

Mapping potential matches:  73%|███████▎  | 800/1092 [20:51<07:36,  1.56s/it]

Mapping potential matches:  73%|███████▎  | 801/1092 [20:52<07:33,  1.56s/it]

Mapping potential matches:  73%|███████▎  | 802/1092 [20:54<07:30,  1.55s/it]

Mapping potential matches:  74%|███████▎  | 803/1092 [20:56<07:29,  1.55s/it]

Mapping potential matches:  74%|███████▎  | 804/1092 [20:57<07:26,  1.55s/it]

Mapping potential matches:  74%|███████▎  | 805/1092 [20:59<07:24,  1.55s/it]

Mapping potential matches:  74%|███████▍  | 806/1092 [21:00<07:21,  1.54s/it]

Mapping potential matches:  74%|███████▍  | 807/1092 [21:02<07:18,  1.54s/it]

Mapping potential matches:  74%|███████▍  | 808/1092 [21:03<07:16,  1.54s/it]

Mapping potential matches:  74%|███████▍  | 809/1092 [21:05<07:15,  1.54s/it]

Mapping potential matches:  74%|███████▍  | 810/1092 [21:06<07:16,  1.55s/it]

Mapping potential matches:  74%|███████▍  | 811/1092 [21:08<07:15,  1.55s/it]

Mapping potential matches:  74%|███████▍  | 812/1092 [21:09<07:13,  1.55s/it]

Mapping potential matches:  74%|███████▍  | 813/1092 [21:11<07:12,  1.55s/it]

Mapping potential matches:  75%|███████▍  | 814/1092 [21:13<07:10,  1.55s/it]

Mapping potential matches:  75%|███████▍  | 815/1092 [21:14<07:09,  1.55s/it]

Mapping potential matches:  75%|███████▍  | 816/1092 [21:16<07:08,  1.55s/it]

Mapping potential matches:  75%|███████▍  | 817/1092 [21:17<07:05,  1.55s/it]

Mapping potential matches:  75%|███████▍  | 818/1092 [21:19<07:04,  1.55s/it]

Mapping potential matches:  75%|███████▌  | 819/1092 [21:20<07:02,  1.55s/it]

Mapping potential matches:  75%|███████▌  | 820/1092 [21:22<07:02,  1.55s/it]

Mapping potential matches:  75%|███████▌  | 821/1092 [21:23<07:00,  1.55s/it]

Mapping potential matches:  75%|███████▌  | 822/1092 [21:25<06:57,  1.55s/it]

Mapping potential matches:  75%|███████▌  | 823/1092 [21:26<06:54,  1.54s/it]

Mapping potential matches:  75%|███████▌  | 824/1092 [21:28<06:53,  1.54s/it]

Mapping potential matches:  76%|███████▌  | 825/1092 [21:30<06:50,  1.54s/it]

Mapping potential matches:  76%|███████▌  | 826/1092 [21:31<06:49,  1.54s/it]

Mapping potential matches:  76%|███████▌  | 827/1092 [21:33<06:47,  1.54s/it]

Mapping potential matches:  76%|███████▌  | 828/1092 [21:34<06:46,  1.54s/it]

Mapping potential matches:  76%|███████▌  | 829/1092 [21:36<06:44,  1.54s/it]

Mapping potential matches:  76%|███████▌  | 830/1092 [21:37<06:43,  1.54s/it]

Mapping potential matches:  76%|███████▌  | 831/1092 [21:39<06:41,  1.54s/it]

Mapping potential matches:  76%|███████▌  | 832/1092 [21:40<06:40,  1.54s/it]

Mapping potential matches:  76%|███████▋  | 833/1092 [21:42<06:39,  1.54s/it]

Mapping potential matches:  76%|███████▋  | 834/1092 [21:43<06:36,  1.54s/it]

Mapping potential matches:  76%|███████▋  | 835/1092 [21:45<06:35,  1.54s/it]

Mapping potential matches:  77%|███████▋  | 836/1092 [21:47<06:35,  1.54s/it]

Mapping potential matches:  77%|███████▋  | 837/1092 [21:48<06:34,  1.55s/it]

Mapping potential matches:  77%|███████▋  | 838/1092 [21:50<06:30,  1.54s/it]

Mapping potential matches:  77%|███████▋  | 839/1092 [21:51<06:28,  1.54s/it]

Mapping potential matches:  77%|███████▋  | 840/1092 [21:53<06:26,  1.53s/it]

Mapping potential matches:  77%|███████▋  | 841/1092 [21:54<06:23,  1.53s/it]

Mapping potential matches:  77%|███████▋  | 842/1092 [21:56<06:22,  1.53s/it]

Mapping potential matches:  77%|███████▋  | 843/1092 [21:57<06:21,  1.53s/it]

Mapping potential matches:  77%|███████▋  | 844/1092 [21:59<06:20,  1.53s/it]

Mapping potential matches:  77%|███████▋  | 845/1092 [22:00<06:18,  1.53s/it]

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Mapping potential matches:  78%|███████▊  | 847/1092 [22:03<06:17,  1.54s/it]

Mapping potential matches:  78%|███████▊  | 848/1092 [22:05<06:17,  1.55s/it]

Mapping potential matches:  78%|███████▊  | 849/1092 [22:07<06:15,  1.55s/it]

Mapping potential matches:  78%|███████▊  | 850/1092 [22:08<06:15,  1.55s/it]

Mapping potential matches:  78%|███████▊  | 851/1092 [22:10<06:12,  1.55s/it]

Mapping potential matches:  78%|███████▊  | 852/1092 [22:11<06:10,  1.54s/it]

Mapping potential matches:  78%|███████▊  | 853/1092 [22:13<06:08,  1.54s/it]

Mapping potential matches:  78%|███████▊  | 854/1092 [22:14<06:06,  1.54s/it]

Mapping potential matches:  78%|███████▊  | 855/1092 [22:16<06:05,  1.54s/it]

Mapping potential matches:  78%|███████▊  | 856/1092 [22:17<06:03,  1.54s/it]

Mapping potential matches:  78%|███████▊  | 857/1092 [22:19<06:02,  1.54s/it]

Mapping potential matches:  79%|███████▊  | 858/1092 [22:20<06:00,  1.54s/it]

Mapping potential matches:  79%|███████▊  | 859/1092 [22:22<05:58,  1.54s/it]

Mapping potential matches:  79%|███████▉  | 860/1092 [22:23<05:56,  1.54s/it]

Mapping potential matches:  79%|███████▉  | 861/1092 [22:25<05:56,  1.54s/it]

Mapping potential matches:  79%|███████▉  | 862/1092 [22:27<05:58,  1.56s/it]

Mapping potential matches:  79%|███████▉  | 863/1092 [22:28<05:59,  1.57s/it]

Mapping potential matches:  79%|███████▉  | 864/1092 [22:30<05:53,  1.55s/it]

Mapping potential matches:  79%|███████▉  | 865/1092 [22:31<05:50,  1.55s/it]

Mapping potential matches:  79%|███████▉  | 866/1092 [22:33<05:49,  1.55s/it]

Mapping potential matches:  79%|███████▉  | 867/1092 [22:34<05:48,  1.55s/it]

Mapping potential matches:  79%|███████▉  | 868/1092 [22:36<05:46,  1.55s/it]

Mapping potential matches:  80%|███████▉  | 869/1092 [22:37<05:44,  1.54s/it]

Mapping potential matches:  80%|███████▉  | 870/1092 [22:39<05:43,  1.55s/it]

Mapping potential matches:  80%|███████▉  | 871/1092 [22:41<05:41,  1.54s/it]

Mapping potential matches:  80%|███████▉  | 872/1092 [22:42<05:39,  1.54s/it]

Mapping potential matches:  80%|███████▉  | 873/1092 [22:44<05:40,  1.55s/it]

Mapping potential matches:  80%|████████  | 874/1092 [22:45<05:37,  1.55s/it]

Mapping potential matches:  80%|████████  | 875/1092 [22:47<05:35,  1.55s/it]

Mapping potential matches:  80%|████████  | 876/1092 [22:48<05:33,  1.54s/it]

Mapping potential matches:  80%|████████  | 877/1092 [22:50<05:30,  1.54s/it]

Mapping potential matches:  80%|████████  | 878/1092 [22:51<05:28,  1.54s/it]

Mapping potential matches:  80%|████████  | 879/1092 [22:53<05:27,  1.54s/it]

Mapping potential matches:  81%|████████  | 880/1092 [22:54<05:28,  1.55s/it]

Mapping potential matches:  81%|████████  | 881/1092 [22:56<05:27,  1.55s/it]

Mapping potential matches:  81%|████████  | 882/1092 [22:58<05:25,  1.55s/it]

Mapping potential matches:  81%|████████  | 883/1092 [22:59<05:23,  1.55s/it]

Mapping potential matches:  81%|████████  | 884/1092 [23:01<05:21,  1.55s/it]

Mapping potential matches:  81%|████████  | 885/1092 [23:02<05:19,  1.54s/it]

Mapping potential matches:  81%|████████  | 886/1092 [23:04<05:22,  1.56s/it]

Mapping potential matches:  81%|████████  | 887/1092 [23:05<05:18,  1.55s/it]

Mapping potential matches:  81%|████████▏ | 888/1092 [23:07<05:14,  1.54s/it]

Mapping potential matches:  81%|████████▏ | 889/1092 [23:08<05:11,  1.54s/it]

Mapping potential matches:  82%|████████▏ | 890/1092 [23:10<05:09,  1.53s/it]

Mapping potential matches:  82%|████████▏ | 891/1092 [23:11<05:07,  1.53s/it]

Mapping potential matches:  82%|████████▏ | 892/1092 [23:13<05:04,  1.52s/it]

Mapping potential matches:  82%|████████▏ | 893/1092 [23:14<05:04,  1.53s/it]

Mapping potential matches:  82%|████████▏ | 894/1092 [23:16<05:03,  1.54s/it]

Mapping potential matches:  82%|████████▏ | 895/1092 [23:18<05:03,  1.54s/it]

Mapping potential matches:  82%|████████▏ | 896/1092 [23:19<05:03,  1.55s/it]

Mapping potential matches:  82%|████████▏ | 897/1092 [23:21<05:00,  1.54s/it]

Mapping potential matches:  82%|████████▏ | 898/1092 [23:22<04:57,  1.53s/it]

Mapping potential matches:  82%|████████▏ | 899/1092 [23:24<04:55,  1.53s/it]

Mapping potential matches:  82%|████████▏ | 900/1092 [23:25<04:56,  1.54s/it]

Mapping potential matches:  83%|████████▎ | 901/1092 [23:27<04:54,  1.54s/it]

Mapping potential matches:  83%|████████▎ | 902/1092 [23:28<04:53,  1.54s/it]

Mapping potential matches:  83%|████████▎ | 903/1092 [23:30<04:52,  1.55s/it]

Mapping potential matches:  83%|████████▎ | 904/1092 [23:31<04:51,  1.55s/it]

Mapping potential matches:  83%|████████▎ | 905/1092 [23:33<04:50,  1.55s/it]

Mapping potential matches:  83%|████████▎ | 906/1092 [23:35<04:48,  1.55s/it]

Mapping potential matches:  83%|████████▎ | 907/1092 [23:36<04:46,  1.55s/it]

Mapping potential matches:  83%|████████▎ | 908/1092 [23:38<04:44,  1.55s/it]

Mapping potential matches:  83%|████████▎ | 909/1092 [23:39<04:43,  1.55s/it]

Mapping potential matches:  83%|████████▎ | 910/1092 [23:41<04:42,  1.55s/it]

Mapping potential matches:  83%|████████▎ | 911/1092 [23:42<04:40,  1.55s/it]

Mapping potential matches:  84%|████████▎ | 912/1092 [23:44<04:38,  1.55s/it]

Mapping potential matches:  84%|████████▎ | 913/1092 [23:45<04:37,  1.55s/it]

Mapping potential matches:  84%|████████▎ | 914/1092 [23:47<04:35,  1.55s/it]

Mapping potential matches:  84%|████████▍ | 915/1092 [23:48<04:34,  1.55s/it]

Mapping potential matches:  84%|████████▍ | 916/1092 [23:50<04:33,  1.55s/it]

Mapping potential matches:  84%|████████▍ | 917/1092 [23:52<04:32,  1.56s/it]

Mapping potential matches:  84%|████████▍ | 918/1092 [23:53<04:30,  1.56s/it]

Mapping potential matches:  84%|████████▍ | 919/1092 [23:55<04:31,  1.57s/it]

Mapping potential matches:  84%|████████▍ | 920/1092 [23:56<04:29,  1.57s/it]

Mapping potential matches:  84%|████████▍ | 921/1092 [23:58<04:26,  1.56s/it]

Mapping potential matches:  84%|████████▍ | 922/1092 [23:59<04:22,  1.54s/it]

Mapping potential matches:  85%|████████▍ | 923/1092 [24:01<04:20,  1.54s/it]

Mapping potential matches:  85%|████████▍ | 924/1092 [24:02<04:17,  1.53s/it]

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Mapping potential matches:  91%|█████████▏| 999/1092 [25:58<02:22,  1.53s/it]

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Mapping potential matches:  99%|█████████▊| 1078/1092 [28:00<00:21,  1.53s/it]

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Mapping potential matches:  99%|█████████▉| 1080/1092 [28:03<00:18,  1.54s/it]

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Mapping potential matches:  99%|█████████▉| 1084/1092 [28:09<00:12,  1.55s/it]

Mapping potential matches:  99%|█████████▉| 1085/1092 [28:11<00:10,  1.55s/it]

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Mapping potential matches: 100%|█████████▉| 1087/1092 [28:14<00:07,  1.55s/it]

Mapping potential matches: 100%|█████████▉| 1088/1092 [28:16<00:06,  1.55s/it]

Mapping potential matches: 100%|█████████▉| 1089/1092 [28:17<00:04,  1.55s/it]

Mapping potential matches: 100%|█████████▉| 1090/1092 [28:19<00:03,  1.55s/it]

Mapping potential matches: 100%|█████████▉| 1091/1092 [28:20<00:01,  1.55s/it]

Mapping potential matches: 100%|██████████| 1092/1092 [28:22<00:00,  1.56s/it]
Mapping potential matches: 100%|██████████| 1092/1092 [28:22<00:00,  1.56s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
cdf-fecal
FB0001
FB000101.CDF
cdf-fecal
FB0001
FB000102.CDF
cdf-fecal
FB0001
FB000103.CDF
cdf-fecal
FB0001
FB000104.CDF
cdf-fecal
FB0001
FB000105.CDF
cdf-fecal
FB0001
FB000106.CDF
cdf-fecal
FB0001
FB000107.CDF
cdf-fecal
FB0001
FB000108.CDF
cdf-fecal
FB0001
FB000109.CDF
cdf-fecal
FB0001
FB000110.CDF
cdf-fecal
FB0001
FB000111.CDF
cdf-fecal
FB0001
FB000112.CDF
cdf-fecal
FB0001
FB000113.CDF
cdf-fecal
FB0001
FB000114.CDF
cdf-fecal
FB0001
FB000115.CDF
cdf-fecal
FB0001
FB000116.CDF
cdf-fecal
FB0001
FB000117.CDF
cdf-fecal
FB0001
FB000118.CDF
cdf-fecal
FB0001
FB000119.CDF
cdf-fecal
FB0001
FB000120.CDF
cdf-fecal
FB0001
FB000121.CDF
cdf-fecal
FB0001
FB000122.CDF
cdf-fecal
FB0001
FB000123.CDF
cdf-fecal
FB0001
FB000124.CDF
cdf-fecal
FB0001
FB000125.CDF
cdf-fecal
FB0001
FB000126.CDF
cdf-fecal
FB0001
FB000127.CDF
cdf-fecal
FB0001
FB000128.CDF
cdf-fecal
FB0001
FB000129.CDF
cdf-fecal
FB0001
FB000130.CDF
cdf-fecal
FB0001
FB000131.CDF
cdf-fecal
FB0001
FB000132.CDF
cdf-fecal
FB0001
FB000133.CDF
cdf-fecal
FB0001
FB000134.CDF
cdf-fecal
FB0001
FB000135.CDF
cdf-fecal
FB0001
FB000136.CDF
cdf-fecal
FB0001
FB000137.CDF
cdf-fecal
FB0002
FB000201.CDF
cdf-fecal
FB0002
FB000202.CDF
cdf-fecal
FB0002
FB000203.CDF
cdf-fecal
FB0002
FB000204.CDF
cdf-fecal
FB0002
FB000205.CDF
cdf-fecal
FB0002
FB000206.CDF
cdf-fecal
FB0002
FB000207.CDF
cdf-fecal
FB0002
FB000208.CDF
cdf-fecal
FB0002
FB000209.CDF
cdf-fecal
FB0002
FB000210.CDF
cdf-fecal
FB0002
FB000211.CDF
cdf-fecal
FB0002
FB000212.CDF
cdf-fecal
FB0002
FB000213.CDF
cdf-fecal
FB0002
FB000214.CDF
cdf-fecal
FB0002
FB000215.CDF
cdf-fecal
FB0002
FB000216.CDF
cdf-fecal
FB0002
FB000217.CDF
cdf-fecal
FB0002
FB000218.CDF
cdf-fecal
FB0002
FB000219.CDF
cdf-fecal
FB0002
FB000220.CDF
cdf-fecal
FB0002
FB000221.CDF
cdf-fecal
FB0002
FB000222.CDF
cdf-fecal
FB0002
FB000223.CDF
cdf-fecal
FB0002
FB000224.CDF
cdf-fecal
FB0002
FB000225.CDF
cdf-fecal
FB0002
FB000226.CDF
cdf-fecal
FB0002
FB000227.CDF
cdf-fecal
FB0002
FB000228.CDF
cdf-fecal
FB0002
FB000229.CDF
cdf-fecal
FB0002
FB000230.CDF
cdf-fecal
FB0002
FB000231.CDF
cdf-fecal
FB0002
FB000232.CDF
cdf-fecal
FB0002
FB000233.CDF
cdf-fecal
FB0002
FB000234.CDF
cdf-fecal
FB0002
FB000235.CDF
cdf-fecal
FB0002
FB000236.CDF
cdf-fecal
FB0002
FB000237.CDF
cdf-fecal
FB0003
FB000301.CDF
cdf-fecal
FB0003
FB000302.CDF
cdf-fecal
FB0003
FB000303.CDF
cdf-fecal
FB0003
FB000304.CDF
cdf-fecal
FB0003
FB000305.CDF
cdf-fecal
FB0003
FB000306.CDF
cdf-fecal
FB0003
FB000307.CDF
cdf-fecal
FB0003
FB000308.CDF
cdf-fecal
FB0003
FB000309.CDF
cdf-fecal
FB0003
FB000310.CDF
cdf-fecal
FB0003
FB000311.CDF
cdf-fecal
FB0003
FB000312.CDF
cdf-fecal
FB0003
FB000313.CDF
cdf-fecal
FB0003
FB000314.CDF
cdf-fecal
FB0003
FB000315.CDF
cdf-fecal
FB0003
FB000316.CDF
cdf-fecal
FB0003
FB000317.CDF
cdf-fecal
FB0003
FB000318.CDF
cdf-fecal
FB0003
FB000319.CDF
cdf-fecal
FB0003
FB000320.CDF
cdf-fecal
FB0003
FB000321.CDF
cdf-fecal
FB0003
FB000322.CDF
cdf-fecal
FB0003
FB000323.CDF
cdf-fecal
FB0003
FB000324.CDF
cdf-fecal
FB0003
FB000325.CDF
cdf-fecal
FB0003
FB000326.CDF
cdf-fecal
FB0003
FB000327.CDF
cdf-fecal
FB0003
FB000328.CDF
cdf-fecal
FB0003
FB000329.CDF
cdf-fecal
FB0003
FB000330.CDF
cdf-fecal
FB0003
FB000331.CDF
cdf-fecal
FB0003
FB000332.CDF
cdf-fecal
FB0003
FB000333.CDF
cdf-fecal
FB0003
FB000334.CDF
cdf-fecal
FB0003
FB000335.CDF
cdf-fecal
FB0003
FB000336.CDF
cdf-fecal
FB0003
FB000337.CDF
cdf-fecal
FB0004
FB000401.CDF
cdf-fecal
FB0004
FB000402.CDF
cdf-fecal
FB0004
FB000403.CDF
cdf-fecal
FB0004
FB000404.CDF
cdf-fecal
FB0004
FB000405.CDF
cdf-fecal
FB0004
FB000406.CDF
cdf-fecal
FB0004
FB000407.CDF
cdf-fecal
FB0004
FB000408.CDF
cdf-fecal
FB0004
FB000409.CDF
cdf-fecal
FB0004
FB000410.CDF
cdf-fecal
FB0004
FB000411.CDF
cdf-fecal
FB0004
FB000412.CDF
cdf-fecal
FB0004
FB000413.CDF
cdf-fecal
FB0004
FB000414.CDF
cdf-fecal
FB0004
FB000415.CDF
cdf-fecal
FB0004
FB000416.CDF
cdf-fecal
FB0004
FB000417.CDF
cdf-fecal
FB0004
FB000418.CDF
cdf-fecal
FB0004
FB000419.CDF
cdf-fecal
FB0004
FB000420.CDF
cdf-fecal
FB0004
FB000421.CDF
cdf-fecal
FB0004
FB000422.CDF
cdf-fecal
FB0004
FB000423.CDF
cdf-fecal
FB0004
FB000424.CDF
cdf-fecal
FB0004
FB000425.CDF
cdf-fecal
FB0004
FB000426.CDF
cdf-fecal
FB0004
FB000427.CDF
cdf-fecal
FB0004
FB000428.CDF
cdf-fecal
FB0004
FB000429.CDF
cdf-fecal
FB0004
FB000430.CDF
cdf-fecal
FB0004
FB000431.CDF
cdf-fecal
FB0004
FB000432.CDF
cdf-fecal
FB0004
FB000433.CDF
cdf-fecal
FB0004
FB000434.CDF
cdf-fecal
FB0004
FB000435.CDF
cdf-fecal
FB0004
FB000436.CDF
cdf-fecal
FB0004
FB000437.CDF
cdf-fecal
FB0005
FB000501.CDF
cdf-fecal
FB0005
FB000502.CDF
cdf-fecal
FB0005
FB000503.CDF
cdf-fecal
FB0005
FB000504.CDF
cdf-fecal
FB0005
FB000505.CDF
cdf-fecal
FB0005
FB000506.CDF
cdf-fecal
FB0005
FB000507.CDF
cdf-fecal
FB0005
FB000508.CDF
cdf-fecal
FB0005
FB000509.CDF
cdf-fecal
FB0005
FB000510.CDF
cdf-fecal
FB0005
FB000511.CDF
cdf-fecal
FB0005
FB000512.CDF
cdf-fecal
FB0005
FB000513.CDF
cdf-fecal
FB0005
FB000514.CDF
cdf-fecal
FB0005
FB000515.CDF
cdf-fecal
FB0005
FB000516.CDF
cdf-fecal
FB0005
FB000517.CDF
cdf-fecal
FB0005
FB000518.CDF
cdf-fecal
FB0005
FB000519.CDF
cdf-fecal
FB0005
FB000520.CDF
cdf-fecal
FB0005
FB000521.CDF
cdf-fecal
FB0005
FB000522.CDF
cdf-fecal
FB0005
FB000523.CDF
cdf-fecal
FB0005
FB000524.CDF
cdf-fecal
FB0005
FB000525.CDF
cdf-fecal
FB0005
FB000526.CDF
cdf-fecal
FB0005
FB000527.CDF
cdf-fecal
FB0005
FB000528.CDF
cdf-fecal
FB0005
FB000529.CDF
cdf-fecal
FB0005
FB000530.CDF
cdf-fecal
FB0005
FB000531.CDF
cdf-fecal
FB0005
FB000532.CDF
cdf-fecal
FB0005
FB000533.CDF
cdf-fecal
FB0005
FB000534.CDF
cdf-fecal
FB0005
FB000535.CDF
cdf-fecal
FB0005
FB000536.CDF
cdf-fecal
FB0005
FB000537.CDF
cdf-fecal
FB0006
FB000601.CDF
cdf-fecal
FB0006
FB000602.CDF
cdf-fecal
FB0006
FB000603.CDF
cdf-fecal
FB0006
FB000604.CDF
cdf-fecal
FB0006
FB000605.CDF
cdf-fecal
FB0006
FB000606.CDF
cdf-fecal
FB0006
FB000607.CDF
cdf-fecal
FB0006
FB000608.CDF
cdf-fecal
FB0006
FB000609.CDF
cdf-fecal
FB0006
FB000610.CDF
cdf-fecal
FB0006
FB000611.CDF
cdf-fecal
FB0006
FB000612.CDF
cdf-fecal
FB0006
FB000613.CDF
cdf-fecal
FB0006
FB000614.CDF
cdf-fecal
FB0006
FB000615.CDF
cdf-fecal
FB0006
FB000616.CDF
cdf-fecal
FB0006
FB000617.CDF
cdf-fecal
FB0006
FB000618.CDF
cdf-fecal
FB0006
FB000619.CDF
cdf-fecal
FB0006
FB000620.CDF
cdf-fecal
FB0006
FB000621.CDF
cdf-fecal
FB0006
FB000622.CDF
cdf-fecal
FB0006
FB000623.CDF
cdf-fecal
FB0006
FB000624.CDF
cdf-fecal
FB0006
FB000625.CDF
cdf-fecal
FB0006
FB000626.CDF
cdf-fecal
FB0006
FB000627.CDF
cdf-fecal
FB0006
FB000628.CDF
cdf-fecal
FB0006
FB000629.CDF
cdf-fecal
FB0006
FB000630.CDF
cdf-fecal
FB0006
FB000631.CDF
cdf-fecal
FB0006
FB000632.CDF
cdf-fecal
FB0006
FB000633.CDF
cdf-fecal
FB0006
FB000634.CDF
cdf-fecal
FB0006
FB000635.CDF
cdf-fecal
FB0006
FB000636.CDF
cdf-fecal
FB0006
FB000637.CDF
cdf-fecal
FB0007
FB000701.CDF
cdf-fecal
FB0007
FB000702.CDF
cdf-fecal
FB0007
FB000703.CDF
cdf-fecal
FB0007
FB000704.CDF
cdf-fecal
FB0007
FB000705.CDF
cdf-fecal
FB0007
FB000706.CDF
cdf-fecal
FB0007
FB000707.CDF
cdf-fecal
FB0007
FB000708.CDF
cdf-fecal
FB0007
FB000709.CDF
cdf-fecal
FB0007
FB000710.CDF
cdf-fecal
FB0007
FB000711.CDF
cdf-fecal
FB0007
FB000712.CDF
cdf-fecal
FB0007
FB000713.CDF
cdf-fecal
FB0007
FB000714.CDF
cdf-fecal
FB0007
FB000715.CDF
cdf-fecal
FB0007
FB000716.CDF
cdf-fecal
FB0007
FB000717.CDF
cdf-fecal
FB0007
FB000718.CDF
cdf-fecal
FB0007
FB000719.CDF
cdf-fecal
FB0007
FB000720.CDF
cdf-fecal
FB0007
FB000721.CDF
cdf-fecal
FB0007
FB000722.CDF
cdf-fecal
FB0007
FB000723.CDF
cdf-fecal
FB0007
FB000724.CDF
cdf-fecal
FB0007
FB000725.CDF
cdf-fecal
FB0007
FB000726.CDF
cdf-fecal
FB0007
FB000727.CDF
cdf-fecal
FB0007
FB000728.CDF
cdf-fecal
FB0007
FB000729.CDF
cdf-fecal
FB0007
FB000730.CDF
cdf-fecal
FB0007
FB000731.CDF
cdf-fecal
FB0007
FB000732.CDF
cdf-fecal
FB0007
FB000733.CDF
cdf-fecal
FB0007
FB000734.CDF
cdf-fecal
FB0007
FB000735.CDF
cdf-fecal
FB0007
FB000736.CDF
cdf-fecal
FB0007
FB000737.CDF
cdf-fecal
FB0008
FB000801.CDF
cdf-fecal
FB0008
FB000802.CDF
cdf-fecal
FB0008
FB000803.CDF
cdf-fecal
FB0008
FB000804.CDF
cdf-fecal
FB0008
FB000805.CDF
cdf-fecal
FB0008
FB000806.CDF
cdf-fecal
FB0008
FB000807.CDF
cdf-fecal
FB0008
FB000808.CDF
cdf-fecal
FB0008
FB000809.CDF
cdf-fecal
FB0008
FB000810.CDF
cdf-fecal
FB0008
FB000811.CDF
cdf-fecal
FB0008
FB000812.CDF
cdf-fecal
FB0008
FB000813.CDF
cdf-fecal
FB0008
FB000814.CDF
cdf-fecal
FB0008
FB000815.CDF
cdf-fecal
FB0008
FB000816.CDF
cdf-fecal
FB0008
FB000817.CDF
cdf-fecal
FB0008
FB000818.CDF
cdf-fecal
FB0008
FB000819.CDF
cdf-fecal
FB0008
FB000820.CDF
cdf-fecal
FB0008
FB000821.CDF
cdf-fecal
FB0008
FB000822.CDF
cdf-fecal
FB0008
FB000823.CDF
cdf-fecal
FB0008
FB000824.CDF
cdf-fecal
FB0008
FB000825.CDF
cdf-fecal
FB0008
FB000826.CDF
cdf-fecal
FB0008
FB000827.CDF
cdf-fecal
FB0008
FB000828.CDF
cdf-fecal
FB0008
FB000829.CDF
cdf-fecal
FB0008
FB000830.CDF
cdf-fecal
FB0008
FB000831.CDF
cdf-fecal
FB0008
FB000832.CDF
cdf-fecal
FB0008
FB000833.CDF
cdf-fecal
FB0008
FB000834.CDF
cdf-fecal
FB0008
FB000835.CDF
cdf-fecal
FB0008
FB000836.CDF
cdf-fecal
FB0008
FB000837.CDF
cdf-fecal
FB0009
FB000901.CDF
cdf-fecal
FB0009
FB000902.CDF
cdf-fecal
FB0009
FB000903.CDF
cdf-fecal
FB0009
FB000904.CDF
cdf-fecal
FB0009
FB000905.CDF
cdf-fecal
FB0009
FB000906.CDF
cdf-fecal
FB0009
FB000907.CDF
cdf-fecal
FB0009
FB000908.CDF
cdf-fecal
FB0009
FB000909.CDF
cdf-fecal
FB0009
FB000910.CDF
cdf-fecal
FB0009
FB000911.CDF
cdf-fecal
FB0009
FB000912.CDF
cdf-fecal
FB0009
FB000913.CDF
cdf-fecal
FB0009
FB000914.CDF
cdf-fecal
FB0009
FB000915.CDF
cdf-fecal
FB0009
FB000916.CDF
cdf-fecal
FB0009
FB000917.CDF
cdf-fecal
FB0009
FB000918.CDF
cdf-fecal
FB0009
FB000919.CDF
cdf-fecal
FB0009
FB000920.CDF
cdf-fecal
FB0009
FB000921.CDF
cdf-fecal
FB0009
FB000922.CDF
cdf-fecal
FB0009
FB000923.CDF
cdf-fecal
FB0009
FB000924.CDF
cdf-fecal
FB0009
FB000925.CDF
cdf-fecal
FB0009
FB000926.CDF
cdf-fecal
FB0009
FB000927.CDF
cdf-fecal
FB0009
FB000928.CDF
cdf-fecal
FB0009
FB000929.CDF
cdf-fecal
FB0009
FB000930.CDF
cdf-fecal
FB0009
FB000931.CDF
cdf-fecal
FB0009
FB000932.CDF
cdf-fecal
FB0009
FB000933.CDF
cdf-fecal
FB0009
FB000934.CDF
cdf-fecal
FB0009
FB000935.CDF
cdf-fecal
FB0009
FB000936.CDF
cdf-fecal
FB0009
FB000937.CDF
cdf-fecal
FB0010
FB001001.CDF
cdf-fecal
FB0010
FB001002.CDF
cdf-fecal
FB0010
FB001003.CDF
cdf-fecal
FB0010
FB001004.CDF
cdf-fecal
FB0010
FB001005.CDF
cdf-fecal
FB0010
FB001006.CDF
cdf-fecal
FB0010
FB001007.CDF
cdf-fecal
FB0010
FB001008.CDF
cdf-fecal
FB0010
FB001009.CDF
cdf-fecal
FB0010
FB001010.CDF
cdf-fecal
FB0010
FB001011.CDF
cdf-fecal
FB0010
FB001012.CDF
cdf-fecal
FB0010
FB001013.CDF
cdf-fecal
FB0010
FB001014.CDF
cdf-fecal
FB0010
FB001015.CDF
cdf-fecal
FB0010
FB001016.CDF
cdf-fecal
FB0010
FB001017.CDF
cdf-fecal
FB0010
FB001018.CDF
cdf-fecal
FB0010
FB001019.CDF
cdf-fecal
FB0010
FB001020.CDF
cdf-fecal
FB0010
FB001021.CDF
cdf-fecal
FB0010
FB001022.CDF
cdf-fecal
FB0010
FB001023.CDF
cdf-fecal
FB0010
FB001024.CDF
cdf-fecal
FB0010
FB001025.CDF
cdf-fecal
FB0010
FB001026.CDF
cdf-fecal
FB0010
FB001027.CDF
cdf-fecal
FB0010
FB001028.CDF
cdf-fecal
FB0010
FB001029.CDF
cdf-fecal
FB0010
FB001030.CDF
cdf-fecal
FB0010
FB001031.CDF
cdf-fecal
FB0010
FB001032.CDF
cdf-fecal
FB0010
FB001033.CDF
cdf-fecal
FB0010
FB001034.CDF
cdf-fecal
FB0010
FB001035.CDF
cdf-fecal
FB0010
FB001036.CDF
cdf-fecal
FB0010
FB001037.CDF
cdf-fecal
FB0011
FB001101.CDF
cdf-fecal
FB0011
FB001102.CDF
cdf-fecal
FB0011
FB001103.CDF
cdf-fecal
FB0011
FB001104.CDF
cdf-fecal
FB0011
FB001105.CDF
cdf-fecal
FB0011
FB001106.CDF
cdf-fecal
FB0011
FB001107.CDF
cdf-fecal
FB0011
FB001108.CDF
cdf-fecal
FB0011
FB001109.CDF
cdf-fecal
FB0011
FB001110.CDF
cdf-fecal
FB0011
FB001111.CDF
cdf-fecal
FB0011
FB001112.CDF
cdf-fecal
FB0011
FB001113.CDF
cdf-fecal
FB0011
FB001114.CDF
cdf-fecal
FB0011
FB001115.CDF
cdf-fecal
FB0011
FB001116.CDF
cdf-fecal
FB0011
FB001117.CDF
cdf-fecal
FB0011
FB001118.CDF
cdf-fecal
FB0011
FB001119.CDF
cdf-fecal
FB0011
FB001120.CDF
cdf-fecal
FB0011
FB001121.CDF
cdf-fecal
FB0011
FB001122.CDF
cdf-fecal
FB0011
FB001123.CDF
cdf-fecal
FB0011
FB001124.CDF
cdf-fecal
FB0011
FB001125.CDF
cdf-fecal
FB0011
FB001126.CDF
cdf-fecal
FB0011
FB001127.CDF
cdf-fecal
FB0011
FB001128.CDF
cdf-fecal
FB0011
FB001129.CDF
cdf-fecal
FB0011
FB001130.CDF
cdf-fecal
FB0011
FB001131.CDF
cdf-fecal
FB0011
FB001132.CDF
cdf-fecal
FB0011
FB001133.CDF
cdf-fecal
FB0011
FB001134.CDF
cdf-fecal
FB0011
FB001135.CDF
cdf-fecal
FB0011
FB001136.CDF
cdf-fecal
FB0011
FB001137.CDF
cdf-fecal
FB0012
FB001201.CDF
cdf-fecal
FB0012
FB001202.CDF
cdf-fecal
FB0012
FB001203.CDF
cdf-fecal
FB0012
FB001204.CDF
cdf-fecal
FB0012
FB001205.CDF
cdf-fecal
FB0012
FB001206.CDF
cdf-fecal
FB0012
FB001207.CDF
cdf-fecal
FB0012
FB001208.CDF
cdf-fecal
FB0012
FB001209.CDF
cdf-fecal
FB0012
FB001210.CDF
cdf-fecal
FB0012
FB001211.CDF
cdf-fecal
FB0012
FB001212.CDF
cdf-fecal
FB0012
FB001213.CDF
cdf-fecal
FB0012
FB001214.CDF
cdf-fecal
FB0012
FB001215.CDF
cdf-fecal
FB0012
FB001216.CDF
cdf-fecal
FB0012
FB001217.CDF
cdf-fecal
FB0012
FB001218.CDF
cdf-fecal
FB0012
FB001219.CDF
cdf-fecal
FB0012
FB001220.CDF
cdf-fecal
FB0012
FB001221.CDF
cdf-fecal
FB0012
FB001222.CDF
cdf-fecal
FB0012
FB001223.CDF
cdf-fecal
FB0012
FB001224.CDF
cdf-fecal
FB0012
FB001225.CDF
cdf-fecal
FB0012
FB001226.CDF
cdf-fecal
FB0012
FB001227.CDF
cdf-fecal
FB0012
FB001228.CDF
cdf-fecal
FB0012
FB001229.CDF
cdf-fecal
FB0012
FB001230.CDF
cdf-fecal
FB0012
FB001231.CDF
cdf-fecal
FB0012
FB001232.CDF
cdf-fecal
FB0012
FB001233.CDF
cdf-fecal
FB0012
FB001234.CDF
cdf-fecal
FB0012
FB001235.CDF
cdf-fecal
FB0012
FB001236.CDF
cdf-fecal
FB0012
FB001237.CDF
cdf-fecal
FB0013
FB001301.CDF
cdf-fecal
FB0013
FB001302.CDF
cdf-fecal
FB0013
FB001303.CDF
cdf-fecal
FB0013
FB001304.CDF
cdf-fecal
FB0013
FB001305.CDF
cdf-fecal
FB0013
FB001306.CDF
cdf-fecal
FB0013
FB001307.CDF
cdf-fecal
FB0013
FB001308.CDF
cdf-fecal
FB0013
FB001309.CDF
cdf-fecal
FB0013
FB001310.CDF
cdf-fecal
FB0013
FB001311.CDF
cdf-fecal
FB0013
FB001312.CDF
cdf-fecal
FB0013
FB001313.CDF
cdf-fecal
FB0013
FB001314.CDF
cdf-fecal
FB0013
FB001315.CDF
cdf-fecal
FB0013
FB001316.CDF
cdf-fecal
FB0013
FB001317.CDF
cdf-fecal
FB0013
FB001318.CDF
cdf-fecal
FB0013
FB001319.CDF
cdf-fecal
FB0013
FB001320.CDF
cdf-fecal
FB0013
FB001321.CDF
cdf-fecal
FB0013
FB001322.CDF
cdf-fecal
FB0013
FB001323.CDF
cdf-fecal
FB0013
FB001324.CDF
cdf-fecal
FB0013
FB001325.CDF
cdf-fecal
FB0013
FB001326.CDF
cdf-fecal
FB0013
FB001327.CDF
cdf-fecal
FB0013
FB001328.CDF
cdf-fecal
FB0013
FB001329.CDF
cdf-fecal
FB0013
FB001330.CDF
cdf-fecal
FB0013
FB001331.CDF
cdf-fecal
FB0013
FB001332.CDF
cdf-fecal
FB0013
FB001333.CDF
cdf-fecal
FB0013
FB001334.CDF
cdf-fecal
FB0013
FB001335.CDF
cdf-fecal
FB0013
FB001336.CDF
cdf-fecal
FB0013
FB001337.CDF
cdf-fecal
FB0014
FB001401.CDF
cdf-fecal
FB0014
FB001402.CDF
cdf-fecal
FB0014
FB001403.CDF
cdf-fecal
FB0014
FB001404.CDF
cdf-fecal
FB0014
FB001405.CDF
cdf-fecal
FB0014
FB001406.CDF
cdf-fecal
FB0014
FB001407.CDF
cdf-fecal
FB0014
FB001408.CDF
cdf-fecal
FB0014
FB001409.CDF
cdf-fecal
FB0014
FB001410.CDF
cdf-fecal
FB0014
FB001411.CDF
cdf-fecal
FB0014
FB001412.CDF
cdf-fecal
FB0014
FB001413.CDF
cdf-fecal
FB0014
FB001414.CDF
cdf-fecal
FB0014
FB001415.CDF
cdf-fecal
FB0014
FB001416.CDF
cdf-fecal
FB0014
FB001417.CDF
cdf-fecal
FB0014
FB001418.CDF
cdf-fecal
FB0014
FB001419.CDF
cdf-fecal
FB0014
FB001420.CDF
cdf-fecal
FB0014
FB001421.CDF
cdf-fecal
FB0014
FB001422.CDF
cdf-fecal
FB0014
FB001423.CDF
cdf-fecal
FB0014
FB001424.CDF
cdf-fecal
FB0014
FB001425.CDF
cdf-fecal
FB0014
FB001426.CDF
cdf-fecal
FB0014
FB001427.CDF
cdf-fecal
FB0014
FB001428.CDF
cdf-fecal
FB0014
FB001429.CDF
cdf-fecal
FB0014
FB001430.CDF
cdf-fecal
FB0014
FB001431.CDF
cdf-fecal
FB0014
FB001432.CDF
cdf-fecal
FB0014
FB001433.CDF
cdf-fecal
FB0014
FB001434.CDF
cdf-fecal
FB0014
FB001435.CDF
cdf-fecal
FB0014
FB001436.CDF
cdf-fecal
FB0014
FB001437.CDF
cdf-fecal
FB0015
FB001501.CDF
cdf-fecal
FB0015
FB001502.CDF
cdf-fecal
FB0015
FB001503.CDF
cdf-fecal
FB0015
FB001504.CDF
cdf-fecal
FB0015
FB001505.CDF
cdf-fecal
FB0015
FB001506.CDF
cdf-fecal
FB0015
FB001507.CDF
cdf-fecal
FB0015
FB001508.CDF
cdf-fecal
FB0015
FB001509.CDF
cdf-fecal
FB0015
FB001510.CDF
cdf-fecal
FB0015
FB001511.CDF
cdf-fecal
FB0015
FB001512.CDF
cdf-fecal
FB0015
FB001513.CDF
cdf-fecal
FB0015
FB001514.CDF
cdf-fecal
FB0015
FB001515.CDF
cdf-fecal
FB0015
FB001516.CDF
cdf-fecal
FB0015
FB001517.CDF
cdf-fecal
FB0015
FB001518.CDF
cdf-fecal
FB0015
FB001519.CDF
cdf-fecal
FB0015
FB001520.CDF
cdf-fecal
FB0015
FB001521.CDF
cdf-fecal
FB0015
FB001522.CDF
cdf-fecal
FB0015
FB001523.CDF
cdf-fecal
FB0015
FB001524.CDF
cdf-fecal
FB0015
FB001525.CDF
cdf-fecal
FB0015
FB001526.CDF
cdf-fecal
FB0015
FB001527.CDF
cdf-fecal
FB0015
FB001528.CDF
cdf-fecal
FB0015
FB001529.CDF
cdf-fecal
FB0015
FB001530.CDF
cdf-fecal
FB0015
FB001531.CDF
cdf-fecal
FB0015
FB001532.CDF
cdf-fecal
FB0015
FB001533.CDF
cdf-fecal
FB0015
FB001534.CDF
cdf-fecal
FB0015
FB001535.CDF
cdf-fecal
FB0015
FB001536.CDF
cdf-fecal
FB0015
FB001537.CDF
cdf-fecal
FB0016
FB001601.CDF
cdf-fecal
FB0016
FB001602.CDF
cdf-fecal
FB0016
FB001603.CDF
cdf-fecal
FB0016
FB001604.CDF
cdf-fecal
FB0016
FB001605.CDF
cdf-fecal
FB0016
FB001606.CDF
cdf-fecal
FB0016
FB001607.CDF
cdf-fecal
FB0016
FB001608.CDF
cdf-fecal
FB0016
FB001609.CDF
cdf-fecal
FB0016
FB001610.CDF
cdf-fecal
FB0016
FB001611.CDF
cdf-fecal
FB0016
FB001612.CDF
cdf-fecal
FB0016
FB001613.CDF
cdf-fecal
FB0016
FB001614.CDF
cdf-fecal
FB0016
FB001615.CDF
cdf-fecal
FB0016
FB001616.CDF
cdf-fecal
FB0016
FB001617.CDF
cdf-fecal
FB0016
FB001618.CDF
cdf-fecal
FB0016
FB001619.CDF
cdf-fecal
FB0016
FB001620.CDF
cdf-fecal
FB0016
FB001621.CDF
cdf-fecal
FB0016
FB001622.CDF
cdf-fecal
FB0016
FB001623.CDF
cdf-fecal
FB0016
FB001624.CDF
cdf-fecal
FB0016
FB001625.CDF
cdf-fecal
FB0016
FB001626.CDF
cdf-fecal
FB0016
FB001627.CDF
cdf-fecal
FB0016
FB001628.CDF
cdf-fecal
FB0016
FB001629.CDF
cdf-fecal
FB0016
FB001630.CDF
cdf-fecal
FB0016
FB001631.CDF
cdf-fecal
FB0016
FB001632.CDF
cdf-fecal
FB0016
FB001633.CDF
cdf-fecal
FB0016
FB001634.CDF
cdf-fecal
FB0016
FB001635.CDF
cdf-fecal
FB0016
FB001636.CDF
cdf-fecal
FB0016
FB001637.CDF
cdf-fecal
FB0017
FB001701.CDF
cdf-fecal
FB0017
FB001702.CDF
cdf-fecal
FB0017
FB001703.CDF
cdf-fecal
FB0017
FB001704.CDF
cdf-fecal
FB0017
FB001705.CDF
cdf-fecal
FB0017
FB001706.CDF
cdf-fecal
FB0017
FB001707.CDF
cdf-fecal
FB0017
FB001708.CDF
cdf-fecal
FB0017
FB001709.CDF
cdf-fecal
FB0017
FB001710.CDF
cdf-fecal
FB0017
FB001711.CDF
cdf-fecal
FB0017
FB001712.CDF
cdf-fecal
FB0017
FB001713.CDF
cdf-fecal
FB0017
FB001714.CDF
cdf-fecal
FB0017
FB001715.CDF
cdf-fecal
FB0017
FB001716.CDF
cdf-fecal
FB0017
FB001717.CDF
cdf-fecal
FB0017
FB001718.CDF
cdf-fecal
FB0017
FB001719.CDF
cdf-fecal
FB0017
FB001720.CDF
cdf-fecal
FB0017
FB001721.CDF
cdf-fecal
FB0017
FB001722.CDF
cdf-fecal
FB0017
FB001723.CDF
cdf-fecal
FB0017
FB001724.CDF
cdf-fecal
FB0017
FB001725.CDF
cdf-fecal
FB0017
FB001726.CDF
cdf-fecal
FB0017
FB001727.CDF
cdf-fecal
FB0017
FB001728.CDF
cdf-fecal
FB0017
FB001729.CDF
cdf-fecal
FB0017
FB001730.CDF
cdf-fecal
FB0017
FB001731.CDF
cdf-fecal
FB0017
FB001732.CDF
cdf-fecal
FB0017
FB001733.CDF
cdf-fecal
FB0017
FB001734.CDF
cdf-fecal
FB0017
FB001735.CDF
cdf-fecal
FB0017
FB001736.CDF
cdf-fecal
FB0017
FB001737.CDF
cdf-fecal
FB0018
FB001801.CDF
cdf-fecal
FB0018
FB001802.CDF
cdf-fecal
FB0018
FB001803.CDF
cdf-fecal
FB0018
FB001804.CDF
cdf-fecal
FB0018
FB001805.CDF
cdf-fecal
FB0018
FB001806.CDF
cdf-fecal
FB0018
FB001807.CDF
cdf-fecal
FB0018
FB001808.CDF
cdf-fecal
FB0018
FB001809.CDF
cdf-fecal
FB0018
FB001810.CDF
cdf-fecal
FB0018
FB001811.CDF
cdf-fecal
FB0018
FB001812.CDF
cdf-fecal
FB0018
FB001813.CDF
cdf-fecal
FB0018
FB001814.CDF
cdf-fecal
FB0018
FB001815.CDF
cdf-fecal
FB0018
FB001816.CDF
cdf-fecal
FB0018
FB001817.CDF
cdf-fecal
FB0018
FB001818.CDF
cdf-fecal
FB0018
FB001819.CDF
cdf-fecal
FB0018
FB001820.CDF
cdf-fecal
FB0018
FB001821.CDF
cdf-fecal
FB0018
FB001822.CDF
cdf-fecal
FB0018
FB001823.CDF
cdf-fecal
FB0018
FB001824.CDF
cdf-fecal
FB0018
FB001825.CDF
cdf-fecal
FB0018
FB001826.CDF
cdf-fecal
FB0018
FB001827.CDF
cdf-fecal
FB0018
FB001828.CDF
cdf-fecal
FB0018
FB001829.CDF
cdf-fecal
FB0018
FB001830.CDF
cdf-fecal
FB0018
FB001831.CDF
cdf-fecal
FB0018
FB001832.CDF
cdf-fecal
FB0018
FB001833.CDF
cdf-fecal
FB0018
FB001834.CDF
cdf-fecal
FB0018
FB001835.CDF
cdf-fecal
FB0018
FB001836.CDF
cdf-fecal
FB0018
FB001837.CDF
cdf-fecal
FB0019
FB001901.CDF
cdf-fecal
FB0019
FB001902.CDF
cdf-fecal
FB0019
FB001903.CDF
cdf-fecal
FB0019
FB001904.CDF
cdf-fecal
FB0019
FB001905.CDF
cdf-fecal
FB0019
FB001906.CDF
cdf-fecal
FB0019
FB001907.CDF
cdf-fecal
FB0019
FB001908.CDF
cdf-fecal
FB0019
FB001909.CDF
cdf-fecal
FB0019
FB001910.CDF
cdf-fecal
FB0019
FB001911.CDF
cdf-fecal
FB0019
FB001912.CDF
cdf-fecal
FB0019
FB001913.CDF
cdf-fecal
FB0019
FB001914.CDF
cdf-fecal
FB0019
FB001915.CDF
cdf-fecal
FB0019
FB001916.CDF
cdf-fecal
FB0019
FB001917.CDF
cdf-fecal
FB0019
FB001918.CDF
cdf-fecal
FB0019
FB001919.CDF
cdf-fecal
FB0019
FB001920.CDF
cdf-fecal
FB0019
FB001921.CDF
cdf-fecal
FB0019
FB001922.CDF
cdf-fecal
FB0019
FB001923.CDF
cdf-fecal
FB0019
FB001924.CDF
cdf-fecal
FB0019
FB001925.CDF
cdf-fecal
FB0019
FB001926.CDF
cdf-fecal
FB0019
FB001927.CDF
cdf-fecal
FB0019
FB001928.CDF
cdf-fecal
FB0019
FB001929.CDF
cdf-fecal
FB0019
FB001930.CDF
cdf-fecal
FB0019
FB001931.CDF
cdf-fecal
FB0019
FB001932.CDF
cdf-fecal
FB0019
FB001933.CDF
cdf-fecal
FB0019
FB001934.CDF
cdf-fecal
FB0019
FB001935.CDF
cdf-fecal
FB0019
FB001936.CDF
cdf-fecal
FB0019
FB001937.CDF
cdf-fecal
FB0020
FB002001.CDF
cdf-fecal
FB0020
FB002002.CDF
cdf-fecal
FB0020
FB002003.CDF
cdf-fecal
FB0020
FB002004.CDF
cdf-fecal
FB0020
FB002005.CDF
cdf-fecal
FB0020
FB002006.CDF
cdf-fecal
FB0020
FB002007.CDF
cdf-fecal
FB0020
FB002008.CDF
cdf-fecal
FB0020
FB002009.CDF
cdf-fecal
FB0020
FB002010.CDF
cdf-fecal
FB0020
FB002011.CDF
cdf-fecal
FB0020
FB002012.CDF
cdf-fecal
FB0020
FB002013.CDF
cdf-fecal
FB0020
FB002014.CDF
cdf-fecal
FB0020
FB002015.CDF
cdf-fecal
FB0020
FB002016.CDF
cdf-fecal
FB0020
FB002017.CDF
cdf-fecal
FB0020
FB002018.CDF
cdf-fecal
FB0020
FB002019.CDF
cdf-fecal
FB0020
FB002020.CDF
cdf-fecal
FB0020
FB002021.CDF
cdf-fecal
FB0020
FB002022.CDF
cdf-fecal
FB0020
FB002023.CDF
cdf-fecal
FB0020
FB002024.CDF
cdf-fecal
FB0020
FB002025.CDF
cdf-fecal
FB0020
FB002026.CDF
cdf-fecal
FB0020
FB002027.CDF
cdf-fecal
FB0020
FB002028.CDF
cdf-fecal
FB0020
FB002029.CDF
cdf-fecal
FB0020
FB002030.CDF
cdf-fecal
FB0020
FB002031.CDF
cdf-fecal
FB0020
FB002032.CDF
cdf-fecal
FB0020
FB002033.CDF
cdf-fecal
FB0020
FB002034.CDF
cdf-fecal
FB0020
FB002035.CDF
cdf-fecal
FB0020
FB002036.CDF
cdf-fecal
FB0020
FB002037.CDF
cdf-fecal
FB0021
FB002101.CDF
cdf-fecal
FB0021
FB002102.CDF
cdf-fecal
FB0021
FB002103.CDF
cdf-fecal
FB0021
FB002104.CDF
cdf-fecal
FB0021
FB002105.CDF
cdf-fecal
FB0021
FB002106.CDF
cdf-fecal
FB0021
FB002107.CDF
cdf-fecal
FB0021
FB002108.CDF
cdf-fecal
FB0021
FB002109.CDF
cdf-fecal
FB0021
FB002110.CDF
cdf-fecal
FB0021
FB002111.CDF
cdf-fecal
FB0021
FB002112.CDF
cdf-fecal
FB0021
FB002113.CDF
cdf-fecal
FB0021
FB002114.CDF
cdf-fecal
FB0021
FB002115.CDF
cdf-fecal
FB0021
FB002116.CDF
cdf-fecal
FB0021
FB002117.CDF
cdf-fecal
FB0021
FB002118.CDF
cdf-fecal
FB0021
FB002119.CDF
cdf-fecal
FB0021
FB002120.CDF
cdf-fecal
FB0021
FB002121.CDF
cdf-fecal
FB0021
FB002122.CDF
cdf-fecal
FB0021
FB002123.CDF
cdf-fecal
FB0021
FB002124.CDF
cdf-fecal
FB0021
FB002125.CDF
cdf-fecal
FB0021
FB002126.CDF
cdf-fecal
FB0021
FB002127.CDF
cdf-fecal
FB0021
FB002128.CDF
cdf-fecal
FB0021
FB002129.CDF
cdf-fecal
FB0021
FB002130.CDF
cdf-fecal
FB0021
FB002131.CDF
cdf-fecal
FB0021
FB002132.CDF
cdf-fecal
FB0021
FB002133.CDF
cdf-fecal
FB0021
FB002134.CDF
cdf-fecal
FB0021
FB002135.CDF
cdf-fecal
FB0021
FB002136.CDF
cdf-fecal
FB0021
FB002137.CDF
cdf-fecal
FB0022
FB002201.CDF
cdf-fecal
FB0022
FB002202.CDF
cdf-fecal
FB0022
FB002203.CDF
cdf-fecal
FB0022
FB002204.CDF
cdf-fecal
FB0022
FB002205.CDF
cdf-fecal
FB0022
FB002206.CDF
cdf-fecal
FB0022
FB002207.CDF
cdf-fecal
FB0022
FB002208.CDF
cdf-fecal
FB0022
FB002209.CDF
cdf-fecal
FB0022
FB002210.CDF
cdf-fecal
FB0022
FB002211.CDF
cdf-fecal
FB0022
FB002212.CDF
cdf-fecal
FB0022
FB002213.CDF
cdf-fecal
FB0022
FB002214.CDF
cdf-fecal
FB0022
FB002215.CDF
cdf-fecal
FB0022
FB002216.CDF
cdf-fecal
FB0022
FB002217.CDF
cdf-fecal
FB0022
FB002218.CDF
cdf-fecal
FB0022
FB002219.CDF
cdf-fecal
FB0022
FB002220.CDF
cdf-fecal
FB0022
FB002221.CDF
cdf-fecal
FB0022
FB002222.CDF
cdf-fecal
FB0022
FB002223.CDF
cdf-fecal
FB0022
FB002224.CDF
cdf-fecal
FB0022
FB002225.CDF
cdf-fecal
FB0022
FB002226.CDF
cdf-fecal
FB0022
FB002227.CDF
cdf-fecal
FB0022
FB002228.CDF
cdf-fecal
FB0022
FB002229.CDF
cdf-fecal
FB0022
FB002230.CDF
cdf-fecal
FB0022
FB002231.CDF
cdf-fecal
FB0022
FB002232.CDF
cdf-fecal
FB0022
FB002233.CDF
cdf-fecal
FB0022
FB002234.CDF
cdf-fecal
FB0022
FB002235.CDF
cdf-fecal
FB0022
FB002236.CDF
cdf-fecal
FB0022
FB002237.CDF
cdf-fecal
FB0023
FB002301.CDF
cdf-fecal
FB0023
FB002302.CDF
cdf-fecal
FB0023
FB002303.CDF
cdf-fecal
FB0023
FB002304.CDF
cdf-fecal
FB0023
FB002305.CDF
cdf-fecal
FB0023
FB002306.CDF
cdf-fecal
FB0023
FB002307.CDF
cdf-fecal
FB0023
FB002308.CDF
cdf-fecal
FB0023
FB002309.CDF
cdf-fecal
FB0023
FB002310.CDF
cdf-fecal
FB0023
FB002311.CDF
cdf-fecal
FB0023
FB002312.CDF
cdf-fecal
FB0023
FB002313.CDF
cdf-fecal
FB0023
FB002314.CDF
cdf-fecal
FB0023
FB002315.CDF
cdf-fecal
FB0023
FB002316.CDF
cdf-fecal
FB0023
FB002317.CDF
cdf-fecal
FB0023
FB002318.CDF
cdf-fecal
FB0023
FB002319.CDF
cdf-fecal
FB0023
FB002320.CDF
cdf-fecal
FB0023
FB002321.CDF
cdf-fecal
FB0023
FB002322.CDF
cdf-fecal
FB0023
FB002323.CDF
cdf-fecal
FB0023
FB002324.CDF
cdf-fecal
FB0023
FB002325.CDF
cdf-fecal
FB0023
FB002326.CDF
cdf-fecal
FB0023
FB002327.CDF
cdf-fecal
FB0023
FB002328.CDF
cdf-fecal
FB0023
FB002329.CDF
cdf-fecal
FB0023
FB002330.CDF
cdf-fecal
FB0023
FB002331.CDF
cdf-fecal
FB0023
FB002332.CDF
cdf-fecal
FB0023
FB002333.CDF
cdf-fecal
FB0023
FB002334.CDF
cdf-fecal
FB0023
FB002335.CDF
cdf-fecal
FB0023
FB002336.CDF
cdf-fecal
FB0023
FB002337.CDF
cdf-fecal
FB0024
FB002401.CDF
cdf-fecal
FB0024
FB002402.CDF
cdf-fecal
FB0024
FB002403.CDF
cdf-fecal
FB0024
FB002404.CDF
cdf-fecal
FB0024
FB002405.CDF
cdf-fecal
FB0024
FB002406.CDF
cdf-fecal
FB0024
FB002407.CDF
cdf-fecal
FB0024
FB002408.CDF
cdf-fecal
FB0024
FB002409.CDF
cdf-fecal
FB0024
FB002410.CDF
cdf-fecal
FB0024
FB002411.CDF
cdf-fecal
FB0024
FB002412.CDF
cdf-fecal
FB0024
FB002413.CDF
cdf-fecal
FB0024
FB002414.CDF
cdf-fecal
FB0024
FB002415.CDF
cdf-fecal
FB0024
FB002416.CDF
cdf-fecal
FB0024
FB002417.CDF
cdf-fecal
FB0024
FB002418.CDF
cdf-fecal
FB0024
FB002419.CDF
cdf-fecal
FB0024
FB002420.CDF
cdf-fecal
FB0024
FB002421.CDF
cdf-fecal
FB0024
FB002422.CDF
cdf-fecal
FB0024
FB002423.CDF
cdf-fecal
FB0024
FB002424.CDF
cdf-fecal
FB0024
FB002425.CDF
cdf-fecal
FB0024
FB002426.CDF
cdf-fecal
FB0024
FB002427.CDF
cdf-fecal
FB0024
FB002428.CDF
cdf-fecal
FB0024
FB002429.CDF
cdf-fecal
FB0024
FB002430.CDF
cdf-fecal
FB0024
FB002431.CDF
cdf-fecal
FB0024
FB002432.CDF
cdf-fecal
FB0024
FB002433.CDF
cdf-fecal
FB0024
FB002434.CDF
cdf-fecal
FB0024
FB002435.CDF
cdf-fecal
FB0024
FB002436.CDF
cdf-fecal
FB0024
FB002437.CDF
cdf-fecal
FB0025
FB002501.CDF
cdf-fecal
FB0025
FB002502.CDF
cdf-fecal
FB0025
FB002503.CDF
cdf-fecal
FB0025
FB002504.CDF
cdf-fecal
FB0025
FB002505.CDF
cdf-fecal
FB0025
FB002506.CDF
cdf-fecal
FB0025
FB002507.CDF
cdf-fecal
FB0025
FB002508.CDF
cdf-fecal
FB0025
FB002509.CDF
cdf-fecal
FB0025
FB002510.CDF
cdf-fecal
FB0025
FB002511.CDF
cdf-fecal
FB0025
FB002512.CDF
cdf-fecal
FB0025
FB002513.CDF
cdf-fecal
FB0025
FB002514.CDF
cdf-fecal
FB0025
FB002515.CDF
cdf-fecal
FB0025
FB002516.CDF
cdf-fecal
FB0025
FB002517.CDF
cdf-fecal
FB0025
FB002518.CDF
cdf-fecal
FB0025
FB002519.CDF
cdf-fecal
FB0025
FB002520.CDF
cdf-fecal
FB0025
FB002521.CDF
cdf-fecal
FB0025
FB002522.CDF
cdf-fecal
FB0025
FB002523.CDF
cdf-fecal
FB0025
FB002524.CDF
cdf-fecal
FB0025
FB002525.CDF
cdf-fecal
FB0025
FB002526.CDF
cdf-fecal
FB0025
FB002527.CDF
cdf-fecal
FB0025
FB002528.CDF
cdf-fecal
FB0025
FB002529.CDF
cdf-fecal
FB0025
FB002530.CDF
cdf-fecal
FB0025
FB002531.CDF
cdf-fecal
FB0025
FB002532.CDF
cdf-fecal
FB0025
FB002533.CDF
cdf-fecal
FB0025
FB002534.CDF
cdf-fecal
FB0025
FB002535.CDF
cdf-fecal
FB0025
FB002536.CDF
cdf-fecal
FB0025
FB002537.CDF
cdf-fecal
FB0026
FB002601.CDF
cdf-fecal
FB0026
FB002602.CDF
cdf-fecal
FB0026
FB002603.CDF
cdf-fecal
FB0026
FB002604.CDF
cdf-fecal
FB0026
FB002605.CDF
cdf-fecal
FB0026
FB002606.CDF
cdf-fecal
FB0026
FB002607.CDF
cdf-fecal
FB0026
FB002608.CDF
cdf-fecal
FB0026
FB002609.CDF
cdf-fecal
FB0026
FB002610.CDF
cdf-fecal
FB0026
FB002611.CDF
cdf-fecal
FB0026
FB002612.CDF
cdf-fecal
FB0026
FB002613.CDF
cdf-fecal
FB0026
FB002614.CDF
cdf-fecal
FB0026
FB002615.CDF
cdf-fecal
FB0026
FB002616.CDF
cdf-fecal
FB0026
FB002617.CDF
cdf-fecal
FB0026
FB002618.CDF
cdf-fecal
FB0026
FB002619.CDF
cdf-fecal
FB0026
FB002620.CDF
cdf-fecal
FB0026
FB002621.CDF
cdf-fecal
FB0026
FB002622.CDF
cdf-fecal
FB0026
FB002623.CDF
cdf-fecal
FB0026
FB002624.CDF
cdf-fecal
FB0026
FB002625.CDF
cdf-fecal
FB0026
FB002626.CDF
cdf-fecal
FB0026
FB002627.CDF
cdf-fecal
FB0026
FB002628.CDF
cdf-fecal
FB0026
FB002629.CDF
cdf-fecal
FB0026
FB002630.CDF
cdf-fecal
FB0026
FB002631.CDF
cdf-fecal
FB0026
FB002632.CDF
cdf-fecal
FB0026
FB002633.CDF
cdf-fecal
FB0026
FB002634.CDF
cdf-fecal
FB0026
FB002635.CDF
cdf-fecal
FB0026
FB002636.CDF
cdf-fecal
FB0026
FB002637.CDF
cdf-fecal
FB0027
FB002701.CDF
cdf-fecal
FB0027
FB002702.CDF
cdf-fecal
FB0027
FB002703.CDF
cdf-fecal
FB0027
FB002704.CDF
cdf-fecal
FB0027
FB002705.CDF
cdf-fecal
FB0027
FB002706.CDF
cdf-fecal
FB0027
FB002707.CDF
cdf-fecal
FB0027
FB002708.CDF
cdf-fecal
FB0027
FB002709.CDF
cdf-fecal
FB0027
FB002710.CDF
cdf-fecal
FB0027
FB002711.CDF
cdf-fecal
FB0027
FB002712.CDF
cdf-fecal
FB0027
FB002713.CDF
cdf-fecal
FB0027
FB002714.CDF
cdf-fecal
FB0027
FB002715.CDF
cdf-fecal
FB0027
FB002716.CDF
cdf-fecal
FB0027
FB002717.CDF
cdf-fecal
FB0027
FB002718.CDF
cdf-fecal
FB0027
FB002719.CDF
cdf-fecal
FB0027
FB002720.CDF
cdf-fecal
FB0027
FB002721.CDF
cdf-fecal
FB0027
FB002722.CDF
cdf-fecal
FB0027
FB002723.CDF
cdf-fecal
FB0027
FB002724.CDF
cdf-fecal
FB0027
FB002725.CDF
cdf-fecal
FB0027
FB002726.CDF
cdf-fecal
FB0027
FB002727.CDF
cdf-fecal
FB0027
FB002728.CDF
cdf-fecal
FB0027
FB002729.CDF
cdf-fecal
FB0027
FB002730.CDF
cdf-fecal
FB0027
FB002731.CDF
cdf-fecal
FB0027
FB002732.CDF
cdf-fecal
FB0027
FB002733.CDF
cdf-fecal
FB0027
FB002734.CDF
cdf-fecal
FB0027
FB002735.CDF
cdf-fecal
FB0027
FB002736.CDF
cdf-fecal
FB0027
FB002737.CDF
cdf-fecal
FB0028
FB002801.CDF
cdf-fecal
FB0028
FB002802.CDF
cdf-fecal
FB0028
FB002803.CDF
cdf-fecal
FB0028
FB002804.CDF
cdf-fecal
FB0028
FB002805.CDF
cdf-fecal
FB0028
FB002806.CDF
cdf-fecal
FB0028
FB002807.CDF
cdf-fecal
FB0028
FB002808.CDF
cdf-fecal
FB0028
FB002809.CDF
cdf-fecal
FB0028
FB002810.CDF
cdf-fecal
FB0028
FB002811.CDF
cdf-fecal
FB0028
FB002812.CDF
cdf-fecal
FB0028
FB002813.CDF
cdf-fecal
FB0028
FB002814.CDF
cdf-fecal
FB0028
FB002815.CDF
cdf-fecal
FB0028
FB002816.CDF
cdf-fecal
FB0028
FB002817.CDF
cdf-fecal
FB0028
FB002818.CDF
cdf-fecal
FB0028
FB002819.CDF
cdf-fecal
FB0028
FB002820.CDF
cdf-fecal
FB0028
FB002821.CDF
cdf-fecal
FB0028
FB002822.CDF
cdf-fecal
FB0028
FB002823.CDF
cdf-fecal
FB0028
FB002824.CDF
cdf-fecal
FB0028
FB002825.CDF
cdf-fecal
FB0028
FB002826.CDF
cdf-fecal
FB0028
FB002827.CDF
cdf-fecal
FB0028
FB002828.CDF
cdf-fecal
FB0028
FB002829.CDF
cdf-fecal
FB0028
FB002830.CDF
cdf-fecal
FB0028
FB002831.CDF
cdf-fecal
FB0028
FB002832.CDF
cdf-fecal
FB0028
FB002833.CDF
cdf-fecal
FB0028
FB002834.CDF
cdf-fecal
FB0028
FB002835.CDF
cdf-fecal
FB0028
FB002836.CDF
cdf-fecal
FB0028
FB002837.CDF
cdf-fecal
FB0029
FB002901.CDF
cdf-fecal
FB0029
FB002902.CDF
cdf-fecal
FB0029
FB002903.CDF
cdf-fecal
FB0029
FB002904.CDF
cdf-fecal
FB0029
FB002905.CDF
cdf-fecal
FB0029
FB002906.CDF
cdf-fecal
FB0029
FB002907.CDF
cdf-fecal
FB0029
FB002908.CDF
cdf-fecal
FB0029
FB002909.CDF
cdf-fecal
FB0029
FB002910.CDF
cdf-fecal
FB0029
FB002911.CDF
cdf-fecal
FB0029
FB002912.CDF
cdf-fecal
FB0029
FB002913.CDF
cdf-fecal
FB0029
FB002914.CDF
cdf-fecal
FB0029
FB002915.CDF
cdf-fecal
FB0029
FB002916.CDF
cdf-fecal
FB0029
FB002917.CDF
cdf-fecal
FB0029
FB002918.CDF
cdf-fecal
FB0029
FB002919.CDF
cdf-fecal
FB0029
FB002920.CDF
cdf-fecal
FB0029
FB002921.CDF
cdf-fecal
FB0029
FB002922.CDF
cdf-fecal
FB0029
FB002923.CDF
cdf-fecal
FB0029
FB002924.CDF
cdf-fecal
FB0029
FB002925.CDF
cdf-fecal
FB0029
FB002926.CDF
cdf-fecal
FB0029
FB002927.CDF
cdf-fecal
FB0029
FB002928.CDF
cdf-fecal
FB0029
FB002929.CDF
cdf-fecal
FB0029
FB002930.CDF
cdf-fecal
FB0029
FB002931.CDF
cdf-fecal
FB0029
FB002932.CDF
cdf-fecal
FB0029
FB002933.CDF
cdf-fecal
FB0029
FB002934.CDF
cdf-fecal
FB0029
FB002935.CDF
cdf-fecal
FB0029
FB002936.CDF
cdf-fecal
FB0029
FB002937.CDF
cdf-fecal
FB0030
FB003001.CDF
cdf-fecal
FB0030
FB003002.CDF
cdf-fecal
FB0030
FB003003.CDF
cdf-fecal
FB0030
FB003004.CDF
cdf-fecal
FB0030
FB003005.CDF
cdf-fecal
FB0030
FB003006.CDF
cdf-fecal
FB0030
FB003007.CDF
cdf-fecal
FB0030
FB003008.CDF
cdf-fecal
FB0030
FB003009.CDF
cdf-fecal
FB0030
FB003010.CDF
cdf-fecal
FB0030
FB003011.CDF
cdf-fecal
FB0030
FB003012.CDF
cdf-fecal
FB0030
FB003013.CDF
cdf-fecal
FB0030
FB003014.CDF
cdf-fecal
FB0030
FB003015.CDF
cdf-fecal
FB0030
FB003016.CDF
cdf-fecal
FB0030
FB003017.CDF
cdf-fecal
FB0030
FB003018.CDF
cdf-fecal
FB0030
FB003019.CDF
cdf-fecal
FB0030
FB003020.CDF
cdf-fecal
FB0030
FB003021.CDF
cdf-fecal
FB0030
FB003022.CDF
cdf-fecal
FB0030
FB003023.CDF
cdf-fecal
FB0030
FB003024.CDF
cdf-fecal
FB0030
FB003025.CDF
cdf-fecal
FB0030
FB003026.CDF
cdf-fecal
FB0030
FB003027.CDF
cdf-fecal
FB0030
FB003028.CDF
cdf-fecal
FB0030
FB003029.CDF
cdf-fecal
FB0030
FB003030.CDF
cdf-fecal
FB0030
FB003031.CDF
cdf-fecal
FB0030
FB003032.CDF
cdf-fecal
FB0030
FB003033.CDF
cdf-fecal
FB0030
FB003034.CDF
cdf-fecal
FB0030
FB003035.CDF
cdf-fecal
FB0030
FB003036.CDF
cdf-fecal
FB0030
FB003037.CDF
cdf-fecal
FB0031
FB003101.CDF
cdf-fecal
FB0031
FB003102.CDF
cdf-fecal
FB0031
FB003103.CDF
cdf-fecal
FB0031
FB003104.CDF
cdf-fecal
FB0031
FB003105.CDF
cdf-fecal
FB0031
FB003106.CDF
cdf-fecal
FB0031
FB003107.CDF
cdf-fecal
FB0031
FB003108.CDF
cdf-fecal
FB0031
FB003109.CDF
cdf-fecal
FB0031
FB003110.CDF
cdf-fecal
FB0031
FB003111.CDF
cdf-fecal
FB0031
FB003112.CDF
cdf-fecal
FB0031
FB003113.CDF
cdf-fecal
FB0031
FB003114.CDF
cdf-fecal
FB0031
FB003115.CDF
cdf-fecal
FB0031
FB003116.CDF
cdf-fecal
FB0031
FB003117.CDF
cdf-fecal
FB0031
FB003118.CDF
cdf-fecal
FB0031
FB003119.CDF
cdf-fecal
FB0031
FB003120.CDF
cdf-fecal
FB0031
FB003121.CDF
cdf-fecal
FB0031
FB003122.CDF
cdf-fecal
FB0031
FB003123.CDF
cdf-fecal
FB0031
FB003124.CDF
cdf-fecal
FB0031
FB003125.CDF
cdf-fecal
FB0031
FB003126.CDF
cdf-fecal
FB0031
FB003127.CDF
cdf-fecal
FB0031
FB003128.CDF
cdf-fecal
FB0031
FB003129.CDF
cdf-fecal
FB0031
FB003130.CDF
cdf-fecal
FB0031
FB003131.CDF
cdf-fecal
FB0031
FB003132.CDF
cdf-fecal
FB0031
FB003133.CDF
cdf-fecal
FB0031
FB003134.CDF
cdf-fecal
FB0031
FB003135.CDF
cdf-fecal
FB0031
FB003136.CDF
cdf-fecal
FB0031
FB003137.CDF
cdf-fecal
FB0032
FB003201.CDF
cdf-fecal
FB0032
FB003202.CDF
cdf-fecal
FB0032
FB003203.CDF
cdf-fecal
FB0032
FB003204.CDF
cdf-fecal
FB0032
FB003205.CDF
cdf-fecal
FB0032
FB003206.CDF
cdf-fecal
FB0032
FB003207.CDF
cdf-fecal
FB0032
FB003208.CDF
cdf-fecal
FB0032
FB003209.CDF
cdf-fecal
FB0032
FB003210.CDF
cdf-fecal
FB0032
FB003211.CDF
cdf-fecal
FB0032
FB003212.CDF
cdf-fecal
FB0032
FB003213.CDF
cdf-fecal
FB0032
FB003214.CDF
cdf-fecal
FB0032
FB003215.CDF
cdf-fecal
FB0032
FB003216.CDF
cdf-fecal
FB0032
FB003217.CDF
cdf-fecal
FB0032
FB003218.CDF
cdf-fecal
FB0032
FB003219.CDF
cdf-fecal
FB0032
FB003220.CDF
cdf-fecal
FB0032
FB003221.CDF
cdf-fecal
FB0032
FB003222.CDF
cdf-fecal
FB0032
FB003223.CDF
cdf-fecal
FB0032
FB003224.CDF
cdf-fecal
FB0032
FB003225.CDF
cdf-fecal
FB0032
FB003226.CDF
cdf-fecal
FB0032
FB003227.CDF
cdf-fecal
FB0032
FB003228.CDF
cdf-fecal
FB0032
FB003229.CDF
cdf-fecal
FB0032
FB003230.CDF
cdf-fecal
FB0032
FB003231.CDF
cdf-fecal
FB0032
FB003232.CDF
cdf-fecal
FB0032
FB003233.CDF
cdf-fecal
FB0032
FB003234.CDF
cdf-fecal
FB0032
FB003235.CDF
cdf-fecal
FB0032
FB003236.CDF
cdf-fecal
FB0032
FB003237.CDF
cdf-fecal
FB0033
FB003301.CDF
cdf-fecal
FB0033
FB003302.CDF
cdf-fecal
FB0033
FB003303.CDF
cdf-fecal
FB0033
FB003304.CDF
cdf-fecal
FB0033
FB003305.CDF
cdf-fecal
FB0033
FB003306.CDF
cdf-fecal
FB0033
FB003307.CDF
cdf-fecal
FB0033
FB003308.CDF
cdf-fecal
FB0033
FB003309.CDF
cdf-fecal
FB0033
FB003310.CDF
cdf-fecal
FB0033
FB003311.CDF
cdf-fecal
FB0033
FB003312.CDF
cdf-fecal
FB0033
FB003313.CDF
cdf-fecal
FB0033
FB003314.CDF
cdf-fecal
FB0033
FB003315.CDF
cdf-fecal
FB0033
FB003316.CDF
cdf-fecal
FB0033
FB003317.CDF
cdf-fecal
FB0033
FB003318.CDF
cdf-fecal
FB0033
FB003319.CDF
cdf-fecal
FB0033
FB003320.CDF
cdf-fecal
FB0033
FB003321.CDF
cdf-fecal
FB0033
FB003322.CDF
cdf-fecal
FB0033
FB003323.CDF
cdf-fecal
FB0033
FB003324.CDF
cdf-fecal
FB0033
FB003325.CDF
cdf-fecal
FB0033
FB003326.CDF
cdf-fecal
FB0033
FB003327.CDF
cdf-fecal
FB0033
FB003328.CDF
cdf-fecal
FB0033
FB003329.CDF
cdf-fecal
FB0033
FB003330.CDF
cdf-fecal
FB0033
FB003331.CDF
cdf-fecal
FB0033
FB003332.CDF
cdf-fecal
FB0033
FB003333.CDF
cdf-fecal
FB0033
FB003334.CDF
cdf-fecal
FB0033
FB003335.CDF
cdf-fecal
FB0033
FB003336.CDF
cdf-fecal
FB0033
FB003337.CDF
cdf-fecal
FB0034
FB003401.CDF
cdf-fecal
FB0034
FB003402.CDF
cdf-fecal
FB0034
FB003403.CDF
cdf-fecal
FB0034
FB003404.CDF
cdf-fecal
FB0034
FB003405.CDF
cdf-fecal
FB0034
FB003406.CDF
cdf-fecal
FB0034
FB003407.CDF
cdf-fecal
FB0034
FB003408.CDF
cdf-fecal
FB0034
FB003409.CDF
cdf-fecal
FB0034
FB003410.CDF
cdf-fecal
FB0034
FB003411.CDF
cdf-fecal
FB0034
FB003412.CDF
cdf-fecal
FB0034
FB003413.CDF
cdf-fecal
FB0034
FB003414.CDF
cdf-fecal
FB0034
FB003415.CDF
cdf-fecal
FB0034
FB003416.CDF
cdf-fecal
FB0034
FB003417.CDF
cdf-fecal
FB0034
FB003418.CDF
cdf-fecal
FB0034
FB003419.CDF
cdf-fecal
FB0034
FB003420.CDF
cdf-fecal
FB0034
FB003421.CDF
cdf-fecal
FB0034
FB003422.CDF
cdf-fecal
FB0034
FB003423.CDF
cdf-fecal
FB0034
FB003424.CDF
cdf-fecal
FB0034
FB003425.CDF
cdf-fecal
FB0034
FB003426.CDF
cdf-fecal
FB0034
FB003427.CDF
cdf-fecal
FB0034
FB003428.CDF
cdf-fecal
FB0034
FB003429.CDF
cdf-fecal
FB0034
FB003430.CDF
cdf-fecal
FB0034
FB003431.CDF
cdf-fecal
FB0034
FB003432.CDF
cdf-fecal
FB0034
FB003433.CDF
cdf-fecal
FB0034
FB003434.CDF
cdf-fecal
FB0034
FB003435.CDF
cdf-fecal
FB0034
FB003436.CDF
cdf-fecal
FB0034
FB003437.CDF
cdf-fecal
FB0035
FB003501.CDF
cdf-fecal
FB0035
FB003502.CDF
cdf-fecal
FB0035
FB003503.CDF
cdf-fecal
FB0035
FB003504.CDF
cdf-fecal
FB0035
FB003505.CDF
cdf-fecal
FB0035
FB003506.CDF
cdf-fecal
FB0035
FB003507.CDF
cdf-fecal
FB0035
FB003508.CDF
cdf-fecal
FB0035
FB003509.CDF
cdf-fecal
FB0035
FB003510.CDF
cdf-fecal
FB0035
FB003511.CDF
cdf-fecal
FB0035
FB003512.CDF
cdf-fecal
FB0035
FB003513.CDF
cdf-fecal
FB0035
FB003514.CDF
cdf-fecal
FB0035
FB003515.CDF
cdf-fecal
FB0035
FB003516.CDF
cdf-fecal
FB0035
FB003517.CDF
cdf-fecal
FB0035
FB003518.CDF
cdf-fecal
FB0035
FB003519.CDF
cdf-fecal
FB0035
FB003520.CDF
cdf-fecal
FB0035
FB003521.CDF
cdf-fecal
FB0035
FB003522.CDF
cdf-fecal
FB0035
FB003523.CDF
cdf-fecal
FB0035
FB003524.CDF
cdf-fecal
FB0035
FB003525.CDF
cdf-fecal
FB0035
FB003526.CDF
cdf-fecal
FB0035
FB003527.CDF
cdf-fecal
FB0035
FB003528.CDF
cdf-fecal
FB0035
FB003529.CDF
cdf-fecal
FB0035
FB003530.CDF
cdf-fecal
FB0035
FB003531.CDF
cdf-fecal
FB0035
FB003532.CDF
cdf-fecal
FB0035
FB003533.CDF
cdf-fecal
FB0035
FB003534.CDF
cdf-fecal
FB0035
FB003535.CDF
cdf-fecal
FB0035
FB003536.CDF
cdf-fecal
FB0035
FB003537.CDF
cdf-fecal
FB0036
FB003601.CDF
cdf-fecal
FB0036
FB003602.CDF
cdf-fecal
FB0036
FB003603.CDF
cdf-fecal
FB0036
FB003604.CDF
cdf-fecal
FB0036
FB003605.CDF
cdf-fecal
FB0036
FB003606.CDF
cdf-fecal
FB0036
FB003607.CDF
cdf-fecal
FB0036
FB003608.CDF
cdf-fecal
FB0036
FB003609.CDF
cdf-fecal
FB0036
FB003610.CDF
cdf-fecal
FB0036
FB003611.CDF
cdf-fecal
FB0036
FB003612.CDF
cdf-fecal
FB0036
FB003613.CDF
cdf-fecal
FB0036
FB003614.CDF
cdf-fecal
FB0036
FB003615.CDF
cdf-fecal
FB0036
FB003616.CDF
cdf-fecal
FB0036
FB003617.CDF
cdf-fecal
FB0036
FB003618.CDF
cdf-fecal
FB0036
FB003619.CDF
cdf-fecal
FB0036
FB003620.CDF
cdf-fecal
FB0036
FB003621.CDF
cdf-fecal
FB0036
FB003622.CDF
cdf-fecal
FB0036
FB003623.CDF
cdf-fecal
FB0036
FB003624.CDF
cdf-fecal
FB0036
FB003625.CDF
cdf-fecal
FB0036
FB003626.CDF
cdf-fecal
FB0036
FB003627.CDF
cdf-fecal
FB0036
FB003628.CDF
cdf-fecal
FB0036
FB003629.CDF
cdf-fecal
FB0036
FB003630.CDF
cdf-fecal
FB0036
FB003631.CDF
cdf-fecal
FB0036
FB003632.CDF
cdf-fecal
FB0036
FB003633.CDF
cdf-fecal
FB0036
FB003634.CDF
cdf-fecal
FB0036
FB003635.CDF
cdf-fecal
FB0036
FB003636.CDF
cdf-fecal
FB0036
FB003637.CDF
cdf-fecal
FB0037
FB003701.CDF
cdf-fecal
FB0037
FB003702.CDF
cdf-fecal
FB0037
FB003703.CDF
cdf-fecal
FB0037
FB003704.CDF
cdf-fecal
FB0037
FB003705.CDF
cdf-fecal
FB0037
FB003706.CDF
cdf-fecal
FB0037
FB003707.CDF
cdf-fecal
FB0037
FB003708.CDF
cdf-fecal
FB0037
FB003709.CDF
cdf-fecal
FB0037
FB003710.CDF
cdf-fecal
FB0037
FB003711.CDF
cdf-fecal
FB0037
FB003712.CDF
cdf-fecal
FB0037
FB003713.CDF
cdf-fecal
FB0037
FB003714.CDF
cdf-fecal
FB0037
FB003715.CDF
cdf-fecal
FB0037
FB003716.CDF
cdf-fecal
FB0037
FB003717.CDF
cdf-fecal
FB0037
FB003718.CDF
cdf-fecal
FB0037
FB003719.CDF
cdf-fecal
FB0037
FB003720.CDF
cdf-fecal
FB0037
FB003721.CDF
cdf-fecal
FB0037
FB003722.CDF
cdf-fecal
FB0037
FB003723.CDF
cdf-fecal
FB0037
FB003724.CDF
cdf-fecal
FB0037
FB003725.CDF
cdf-fecal
FB0037
FB003726.CDF
cdf-fecal
FB0037
FB003727.CDF
cdf-fecal
FB0037
FB003728.CDF
cdf-fecal
FB0037
FB003729.CDF
cdf-fecal
FB0037
FB003730.CDF
cdf-fecal
FB0037
FB003731.CDF
cdf-fecal
FB0037
FB003732.CDF
cdf-fecal
FB0037
FB003733.CDF
cdf-fecal
FB0037
FB003734.CDF
cdf-fecal
FB0037
FB003735.CDF
cdf-fecal
FB0037
FB003736.CDF
cdf-fecal
FB0037
FB003737.CDF
cdf-fecal
FB0038
FB003801.CDF
cdf-fecal
FB0038
FB003802.CDF
cdf-fecal
FB0038
FB003803.CDF
cdf-fecal
FB0038
FB003804.CDF
cdf-fecal
FB0038
FB003805.CDF
cdf-fecal
FB0038
FB003806.CDF
cdf-fecal
FB0038
FB003807.CDF
cdf-fecal
FB0038
FB003808.CDF
cdf-fecal
FB0038
FB003809.CDF
cdf-fecal
FB0038
FB003810.CDF
cdf-fecal
FB0038
FB003811.CDF
cdf-fecal
FB0038
FB003812.CDF
cdf-fecal
FB0038
FB003813.CDF
cdf-fecal
FB0038
FB003814.CDF
cdf-fecal
FB0038
FB003815.CDF
cdf-fecal
FB0038
FB003816.CDF
cdf-fecal
FB0038
FB003817.CDF
cdf-fecal
FB0038
FB003818.CDF
cdf-fecal
FB0038
FB003819.CDF
cdf-fecal
FB0038
FB003820.CDF
cdf-fecal
FB0038
FB003821.CDF
cdf-fecal
FB0038
FB003822.CDF
cdf-fecal
FB0038
FB003823.CDF
cdf-fecal
FB0038
FB003824.CDF
cdf-fecal
FB0038
FB003825.CDF
cdf-fecal
FB0038
FB003826.CDF
cdf-fecal
FB0038
FB003827.CDF
cdf-fecal
FB0038
FB003828.CDF
cdf-fecal
FB0038
FB003829.CDF
cdf-fecal
FB0038
FB003830.CDF
cdf-fecal
FB0038
FB003831.CDF
cdf-fecal
FB0038
FB003832.CDF
cdf-fecal
FB0038
FB003833.CDF
cdf-fecal
FB0038
FB003834.CDF
cdf-fecal
FB0038
FB003835.CDF
cdf-fecal
FB0038
FB003836.CDF
cdf-fecal
FB0038
FB003837.CDF
cdf-fecal
FB0039
FB003901.CDF
cdf-fecal
FB0039
FB003902.CDF
cdf-fecal
FB0039
FB003903.CDF
cdf-fecal
FB0039
FB003904.CDF
cdf-fecal
FB0039
FB003905.CDF
cdf-fecal
FB0039
FB003906.CDF
cdf-fecal
FB0039
FB003907.CDF
cdf-fecal
FB0039
FB003908.CDF
cdf-fecal
FB0039
FB003909.CDF
cdf-fecal
FB0039
FB003910.CDF
cdf-fecal
FB0039
FB003911.CDF
cdf-fecal
FB0039
FB003912.CDF
cdf-fecal
FB0039
FB003913.CDF
cdf-fecal
FB0039
FB003914.CDF
cdf-fecal
FB0039
FB003915.CDF
cdf-fecal
FB0039
FB003916.CDF
cdf-fecal
FB0039
FB003917.CDF
cdf-fecal
FB0039
FB003918.CDF
cdf-fecal
FB0039
FB003919.CDF
cdf-fecal
FB0039
FB003920.CDF
cdf-fecal
FB0039
FB003921.CDF
cdf-fecal
FB0039
FB003922.CDF
cdf-fecal
FB0039
FB003923.CDF
cdf-fecal
FB0039
FB003924.CDF
cdf-fecal
FB0039
FB003925.CDF
cdf-fecal
FB0039
FB003926.CDF
cdf-fecal
FB0039
FB003927.CDF
cdf-fecal
FB0039
FB003928.CDF
cdf-fecal
FB0039
FB003929.CDF
cdf-fecal
FB0039
FB003930.CDF
cdf-fecal
FB0039
FB003931.CDF
cdf-fecal
FB0039
FB003932.CDF
cdf-fecal
FB0039
FB003933.CDF
cdf-fecal
FB0039
FB003934.CDF
cdf-fecal
FB0039
FB003935.CDF
cdf-fecal
FB0039
FB003936.CDF
cdf-fecal
FB0039
FB003937.CDF
cdf-fecal
FB0040
FB004001.CDF
cdf-fecal
FB0040
FB004002.CDF
cdf-fecal
FB0040
FB004003.CDF
cdf-fecal
FB0040
FB004004.CDF
cdf-fecal
FB0040
FB004005.CDF
cdf-fecal
FB0040
FB004006.CDF
cdf-fecal
FB0040
FB004007.CDF
cdf-fecal
FB0040
FB004008.CDF
cdf-fecal
FB0040
FB004009.CDF
cdf-fecal
FB0040
FB004010.CDF
cdf-fecal
FB0040
FB004011.CDF
cdf-fecal
FB0040
FB004012.CDF
cdf-fecal
FB0040
FB004013.CDF
cdf-fecal
FB0040
FB004014.CDF
cdf-fecal
FB0040
FB004015.CDF
cdf-fecal
FB0040
FB004016.CDF
cdf-fecal
FB0040
FB004017.CDF
cdf-fecal
FB0040
FB004018.CDF
cdf-fecal
FB0040
FB004019.CDF
cdf-fecal
FB0040
FB004020.CDF
cdf-fecal
FB0040
FB004021.CDF
cdf-fecal
FB0040
FB004022.CDF
cdf-fecal
FB0040
FB004023.CDF
cdf-fecal
FB0040
FB004024.CDF
cdf-fecal
FB0040
FB004025.CDF
cdf-fecal
FB0040
FB004026.CDF
cdf-fecal
FB0040
FB004027.CDF
cdf-fecal
FB0040
FB004028.CDF
cdf-fecal
FB0040
FB004029.CDF
cdf-fecal
FB0040
FB004030.CDF
cdf-fecal
FB0040
FB004031.CDF
cdf-fecal
FB0040
FB004032.CDF
cdf-fecal
FB0040
FB004033.CDF
cdf-fecal
FB0040
FB004034.CDF
cdf-fecal
FB0040
FB004035.CDF
cdf-fecal
FB0040
FB004036.CDF
cdf-fecal
FB0040
FB004037.CDF
cdf-fecal
FB0041
FB004101.CDF
cdf-fecal
FB0041
FB004102.CDF
cdf-fecal
FB0041
FB004103.CDF
cdf-fecal
FB0041
FB004104.CDF
cdf-fecal
FB0041
FB004105.CDF
cdf-fecal
FB0041
FB004106.CDF
cdf-fecal
FB0041
FB004107.CDF
cdf-fecal
FB0041
FB004108.CDF
cdf-fecal
FB0041
FB004109.CDF
cdf-fecal
FB0041
FB004110.CDF
cdf-fecal
FB0041
FB004111.CDF
cdf-fecal
FB0041
FB004112.CDF
cdf-fecal
FB0041
FB004113.CDF
cdf-fecal
FB0041
FB004114.CDF
cdf-fecal
FB0041
FB004115.CDF
cdf-fecal
FB0041
FB004116.CDF
cdf-fecal
FB0041
FB004117.CDF
cdf-fecal
FB0041
FB004118.CDF
cdf-fecal
FB0041
FB004119.CDF
cdf-fecal
FB0041
FB004120.CDF
cdf-fecal
FB0041
FB004121.CDF
cdf-fecal
FB0041
FB004122.CDF
cdf-fecal
FB0041
FB004123.CDF
cdf-fecal
FB0041
FB004124.CDF
cdf-fecal
FB0041
FB004125.CDF
cdf-fecal
FB0041
FB004126.CDF
cdf-fecal
FB0041
FB004127.CDF
cdf-fecal
FB0041
FB004128.CDF
cdf-fecal
FB0041
FB004129.CDF
cdf-fecal
FB0041
FB004130.CDF
cdf-fecal
FB0041
FB004131.CDF
cdf-fecal
FB0041
FB004132.CDF
cdf-fecal
FB0041
FB004133.CDF
cdf-fecal
FB0041
FB004134.CDF
cdf-fecal
FB0041
FB004135.CDF
cdf-fecal
FB0041
FB004136.CDF
cdf-fecal
FB0041
FB004137.CDF
cdf-fecal
FB0042
FB004201.CDF
cdf-fecal
FB0042
FB004202.CDF
cdf-fecal
FB0042
FB004203.CDF
cdf-fecal
FB0042
FB004204.CDF
cdf-fecal
FB0042
FB004205.CDF
cdf-fecal
FB0042
FB004206.CDF
cdf-fecal
FB0042
FB004207.CDF
cdf-fecal
FB0042
FB004208.CDF
cdf-fecal
FB0042
FB004209.CDF
cdf-fecal
FB0042
FB004210.CDF
cdf-fecal
FB0042
FB004211.CDF
cdf-fecal
FB0042
FB004212.CDF
cdf-fecal
FB0042
FB004213.CDF
cdf-fecal
FB0042
FB004214.CDF
cdf-fecal
FB0042
FB004215.CDF
cdf-fecal
FB0042
FB004216.CDF
cdf-fecal
FB0042
FB004217.CDF
cdf-fecal
FB0042
FB004218.CDF
cdf-fecal
FB0042
FB004219.CDF
cdf-fecal
FB0042
FB004220.CDF
cdf-fecal
FB0042
FB004221.CDF
cdf-fecal
FB0042
FB004222.CDF
cdf-fecal
FB0042
FB004223.CDF
cdf-fecal
FB0042
FB004224.CDF
cdf-fecal
FB0042
FB004225.CDF
cdf-fecal
FB0042
FB004226.CDF
cdf-fecal
FB0042
FB004227.CDF
cdf-fecal
FB0042
FB004228.CDF
cdf-fecal
FB0042
FB004229.CDF
cdf-fecal
FB0042
FB004230.CDF
cdf-fecal
FB0042
FB004231.CDF
cdf-fecal
FB0042
FB004232.CDF
cdf-fecal
FB0042
FB004233.CDF
cdf-fecal
FB0042
FB004234.CDF
cdf-fecal
FB0042
FB004235.CDF
cdf-fecal
FB0042
FB004236.CDF
cdf-fecal
FB0042
FB004237.CDF
cdf-fecal
FB0043
FB004301.CDF
cdf-fecal
FB0043
FB004302.CDF
cdf-fecal
FB0043
FB004303.CDF
cdf-fecal
FB0043
FB004304.CDF
cdf-fecal
FB0043
FB004305.CDF
cdf-fecal
FB0043
FB004306.CDF
cdf-fecal
FB0043
FB004307.CDF
cdf-fecal
FB0043
FB004308.CDF
cdf-fecal
FB0043
FB004309.CDF
cdf-fecal
FB0043
FB004310.CDF
cdf-fecal
FB0043
FB004311.CDF
cdf-fecal
FB0043
FB004312.CDF
cdf-fecal
FB0043
FB004313.CDF
cdf-fecal
FB0043
FB004314.CDF
cdf-fecal
FB0043
FB004315.CDF
cdf-fecal
FB0043
FB004316.CDF
cdf-fecal
FB0043
FB004317.CDF
cdf-fecal
FB0043
FB004318.CDF
cdf-fecal
FB0043
FB004319.CDF
cdf-fecal
FB0043
FB004320.CDF
cdf-fecal
FB0043
FB004321.CDF
cdf-fecal
FB0043
FB004322.CDF
cdf-fecal
FB0043
FB004323.CDF
cdf-fecal
FB0043
FB004324.CDF
cdf-fecal
FB0043
FB004325.CDF
cdf-fecal
FB0043
FB004326.CDF
cdf-fecal
FB0043
FB004327.CDF
cdf-fecal
FB0043
FB004328.CDF
cdf-fecal
FB0043
FB004329.CDF
cdf-fecal
FB0043
FB004330.CDF
cdf-fecal
FB0043
FB004331.CDF
cdf-fecal
FB0043
FB004332.CDF
cdf-fecal
FB0043
FB004333.CDF
cdf-fecal
FB0043
FB004334.CDF
cdf-fecal
FB0043
FB004335.CDF
cdf-fecal
FB0043
FB004336.CDF
cdf-fecal
FB0043
FB004337.CDF
cdf-fecal
FB0044
FB004401.CDF
cdf-fecal
FB0044
FB004402.CDF
cdf-fecal
FB0044
FB004403.CDF
cdf-fecal
FB0044
FB004404.CDF
cdf-fecal
FB0044
FB004405.CDF
cdf-fecal
FB0044
FB004406.CDF
cdf-fecal
FB0044
FB004407.CDF
cdf-fecal
FB0044
FB004408.CDF
cdf-fecal
FB0044
FB004409.CDF
cdf-fecal
FB0044
FB004410.CDF
cdf-fecal
FB0044
FB004411.CDF
cdf-fecal
FB0044
FB004412.CDF
cdf-fecal
FB0044
FB004413.CDF
cdf-fecal
FB0044
FB004414.CDF
cdf-fecal
FB0044
FB004415.CDF
cdf-fecal
FB0044
FB004416.CDF
cdf-fecal
FB0044
FB004417.CDF
cdf-fecal
FB0044
FB004418.CDF
cdf-fecal
FB0044
FB004419.CDF
cdf-fecal
FB0044
FB004420.CDF
cdf-fecal
FB0044
FB004421.CDF
cdf-fecal
FB0044
FB004422.CDF
cdf-fecal
FB0044
FB004423.CDF
cdf-fecal
FB0044
FB004424.CDF
cdf-fecal
FB0044
FB004425.CDF
cdf-fecal
FB0044
FB004426.CDF
cdf-fecal
FB0044
FB004427.CDF
cdf-fecal
FB0044
FB004428.CDF
cdf-fecal
FB0044
FB004429.CDF
cdf-fecal
FB0044
FB004430.CDF
cdf-fecal
FB0044
FB004431.CDF
cdf-fecal
FB0044
FB004432.CDF
cdf-fecal
FB0044
FB004433.CDF
cdf-fecal
FB0044
FB004434.CDF
cdf-fecal
FB0044
FB004435.CDF
cdf-fecal
FB0044
FB004436.CDF
cdf-fecal
FB0044
FB004437.CDF
cdf-fecal
FB0045
FB004501.CDF
cdf-fecal
FB0045
FB004502.CDF
cdf-fecal
FB0045
FB004503.CDF
cdf-fecal
FB0045
FB004504.CDF
cdf-fecal
FB0045
FB004505.CDF
cdf-fecal
FB0045
FB004506.CDF
cdf-fecal
FB0045
FB004507.CDF
cdf-fecal
FB0045
FB004508.CDF
cdf-fecal
FB0045
FB004509.CDF
cdf-fecal
FB0045
FB004510.CDF
cdf-fecal
FB0045
FB004511.CDF
cdf-fecal
FB0045
FB004512.CDF
cdf-fecal
FB0045
FB004513.CDF
cdf-fecal
FB0045
FB004514.CDF
cdf-fecal
FB0045
FB004515.CDF
cdf-fecal
FB0045
FB004516.CDF
cdf-fecal
FB0045
FB004517.CDF
cdf-fecal
FB0045
FB004518.CDF
cdf-fecal
FB0045
FB004519.CDF
cdf-fecal
FB0045
FB004520.CDF
cdf-fecal
FB0045
FB004521.CDF
cdf-fecal
FB0045
FB004522.CDF
cdf-fecal
FB0045
FB004523.CDF
cdf-fecal
FB0045
FB004524.CDF
cdf-fecal
FB0045
FB004525.CDF
cdf-fecal
FB0045
FB004526.CDF
cdf-fecal
FB0045
FB004527.CDF
cdf-fecal
FB0045
FB004528.CDF
cdf-fecal
FB0045
FB004529.CDF
cdf-fecal
FB0045
FB004530.CDF
cdf-fecal
FB0045
FB004531.CDF
cdf-fecal
FB0045
FB004532.CDF
cdf-fecal
FB0045
FB004533.CDF
cdf-fecal
FB0045
FB004534.CDF
cdf-fecal
FB0045
FB004535.CDF
cdf-fecal
FB0045
FB004536.CDF
cdf-fecal
FB0045
FB004537.CDF
cdf-fecal
FB0046
FB004601.CDF
cdf-fecal
FB0046
FB004602.CDF
cdf-fecal
FB0046
FB004603.CDF
cdf-fecal
FB0046
FB004604.CDF
cdf-fecal
FB0046
FB004605.CDF
cdf-fecal
FB0046
FB004606.CDF
cdf-fecal
FB0046
FB004607.CDF
cdf-fecal
FB0046
FB004608.CDF
cdf-fecal
FB0046
FB004609.CDF
cdf-fecal
FB0046
FB004610.CDF
cdf-fecal
FB0046
FB004611.CDF
cdf-fecal
FB0046
FB004612.CDF
cdf-fecal
FB0046
FB004613.CDF
cdf-fecal
FB0046
FB004614.CDF
cdf-fecal
FB0046
FB004615.CDF
cdf-fecal
FB0046
FB004616.CDF
cdf-fecal
FB0046
FB004617.CDF
cdf-fecal
FB0046
FB004618.CDF
cdf-fecal
FB0046
FB004619.CDF
cdf-fecal
FB0046
FB004620.CDF
cdf-fecal
FB0046
FB004621.CDF
cdf-fecal
FB0046
FB004622.CDF
cdf-fecal
FB0046
FB004623.CDF
cdf-fecal
FB0046
FB004624.CDF
cdf-fecal
FB0046
FB004625.CDF
cdf-fecal
FB0046
FB004626.CDF
cdf-fecal
FB0046
FB004627.CDF
cdf-fecal
FB0046
FB004628.CDF
cdf-fecal
FB0046
FB004629.CDF
cdf-fecal
FB0046
FB004630.CDF
cdf-fecal
FB0046
FB004631.CDF
cdf-fecal
FB0046
FB004632.CDF
cdf-fecal
FB0046
FB004633.CDF
cdf-fecal
FB0046
FB004634.CDF
cdf-fecal
FB0046
FB004635.CDF
cdf-fecal
FB0046
FB004636.CDF
cdf-fecal
FB0046
FB004637.CDF
cdf-fecal
FB0047
FB004701.CDF
cdf-fecal
FB0047
FB004702.CDF
cdf-fecal
FB0047
FB004703.CDF
cdf-fecal
FB0047
FB004704.CDF
cdf-fecal
FB0047
FB004705.CDF
cdf-fecal
FB0047
FB004706.CDF
cdf-fecal
FB0047
FB004707.CDF
cdf-fecal
FB0047
FB004708.CDF
cdf-fecal
FB0047
FB004709.CDF
cdf-fecal
FB0047
FB004710.CDF
cdf-fecal
FB0047
FB004711.CDF
cdf-fecal
FB0047
FB004712.CDF
cdf-fecal
FB0047
FB004713.CDF
cdf-fecal
FB0047
FB004714.CDF
cdf-fecal
FB0047
FB004715.CDF
cdf-fecal
FB0047
FB004716.CDF
cdf-fecal
FB0047
FB004717.CDF
cdf-fecal
FB0047
FB004718.CDF
cdf-fecal
FB0047
FB004719.CDF
cdf-fecal
FB0047
FB004720.CDF
cdf-fecal
FB0047
FB004721.CDF
cdf-fecal
FB0047
FB004722.CDF
cdf-fecal
FB0047
FB004723.CDF
cdf-fecal
FB0047
FB004724.CDF
cdf-fecal
FB0047
FB004725.CDF
cdf-fecal
FB0047
FB004726.CDF
cdf-fecal
FB0047
FB004727.CDF
cdf-fecal
FB0047
FB004728.CDF
cdf-fecal
FB0047
FB004729.CDF
cdf-fecal
FB0047
FB004730.CDF
cdf-fecal
FB0047
FB004731.CDF
cdf-fecal
FB0047
FB004732.CDF
cdf-fecal
FB0047
FB004733.CDF
cdf-fecal
FB0047
FB004734.CDF
cdf-fecal
FB0047
FB004735.CDF
cdf-fecal
FB0047
FB004736.CDF
cdf-fecal
FB0047
FB004737.CDF
cdf-fecal
FB0048
FB004801.CDF
cdf-fecal
FB0048
FB004802.CDF
cdf-fecal
FB0048
FB004803.CDF
cdf-fecal
FB0048
FB004804.CDF
cdf-fecal
FB0048
FB004805.CDF
cdf-fecal
FB0048
FB004806.CDF
cdf-fecal
FB0048
FB004807.CDF
cdf-fecal
FB0048
FB004808.CDF
cdf-fecal
FB0048
FB004809.CDF
cdf-fecal
FB0048
FB004810.CDF
cdf-fecal
FB0048
FB004811.CDF
cdf-fecal
FB0048
FB004812.CDF
cdf-fecal
FB0048
FB004813.CDF
cdf-fecal
FB0048
FB004814.CDF
cdf-fecal
FB0048
FB004815.CDF
cdf-fecal
FB0048
FB004816.CDF
cdf-fecal
FB0048
FB004817.CDF
cdf-fecal
FB0048
FB004818.CDF
cdf-fecal
FB0048
FB004819.CDF
cdf-fecal
FB0048
FB004820.CDF
cdf-fecal
FB0048
FB004821.CDF
cdf-fecal
FB0048
FB004822.CDF
cdf-fecal
FB0048
FB004823.CDF
cdf-fecal
FB0048
FB004824.CDF
cdf-fecal
FB0048
FB004825.CDF
cdf-fecal
FB0048
FB004826.CDF
cdf-fecal
FB0048
FB004827.CDF
cdf-fecal
FB0048
FB004828.CDF
cdf-fecal
FB0048
FB004829.CDF
cdf-fecal
FB0048
FB004830.CDF
cdf-fecal
FB0048
FB004831.CDF
cdf-fecal
FB0048
FB004832.CDF
cdf-fecal
FB0048
FB004833.CDF
cdf-fecal
FB0048
FB004834.CDF
cdf-fecal
FB0048
FB004835.CDF
cdf-fecal
FB0048
FB004836.CDF
cdf-fecal
FB0048
FB004837.CDF
cdf-fecal
FB0049
FB004901.CDF
cdf-fecal
FB0049
FB004902.CDF
cdf-fecal
FB0049
FB004903.CDF
cdf-fecal
FB0049
FB004904.CDF
cdf-fecal
FB0049
FB004905.CDF
cdf-fecal
FB0049
FB004906.CDF
cdf-fecal
FB0049
FB004907.CDF
cdf-fecal
FB0049
FB004908.CDF
cdf-fecal
FB0049
FB004909.CDF
cdf-fecal
FB0049
FB004910.CDF
cdf-fecal
FB0049
FB004911.CDF
cdf-fecal
FB0049
FB004912.CDF
cdf-fecal
FB0049
FB004913.CDF
cdf-fecal
FB0049
FB004914.CDF
cdf-fecal
FB0049
FB004915.CDF
cdf-fecal
FB0049
FB004916.CDF
cdf-fecal
FB0049
FB004917.CDF
cdf-fecal
FB0049
FB004918.CDF
cdf-fecal
FB0049
FB004919.CDF
cdf-fecal
FB0049
FB004920.CDF
cdf-fecal
FB0049
FB004921.CDF
cdf-fecal
FB0049
FB004922.CDF
cdf-fecal
FB0049
FB004923.CDF
cdf-fecal
FB0049
FB004924.CDF
cdf-fecal
FB0049
FB004925.CDF
cdf-fecal
FB0049
FB004926.CDF
cdf-fecal
FB0049
FB004927.CDF
cdf-fecal
FB0049
FB004928.CDF
cdf-fecal
FB0049
FB004929.CDF
cdf-fecal
FB0049
FB004930.CDF
cdf-fecal
FB0049
FB004931.CDF
cdf-fecal
FB0049
FB004932.CDF
cdf-fecal
FB0049
FB004933.CDF
cdf-fecal
FB0049
FB004934.CDF
cdf-fecal
FB0049
FB004935.CDF
cdf-fecal
FB0049
FB004936.CDF
cdf-fecal
FB0049
FB004937.CDF
cdf-fecal
FB0050
FB005001.CDF
cdf-fecal
FB0050
FB005002.CDF
cdf-fecal
FB0050
FB005003.CDF
cdf-fecal
FB0050
FB005004.CDF
cdf-fecal
FB0050
FB005005.CDF
cdf-fecal
FB0050
FB005006.CDF
cdf-fecal
FB0050
FB005007.CDF
cdf-fecal
FB0050
FB005008.CDF
cdf-fecal
FB0050
FB005009.CDF
cdf-fecal
FB0050
FB005010.CDF
cdf-fecal
FB0050
FB005011.CDF
cdf-fecal
FB0050
FB005012.CDF
cdf-fecal
FB0050
FB005013.CDF
cdf-fecal
FB0050
FB005014.CDF
cdf-fecal
FB0050
FB005015.CDF
cdf-fecal
FB0050
FB005016.CDF
cdf-fecal
FB0050
FB005017.CDF
cdf-fecal
FB0050
FB005018.CDF
cdf-fecal
FB0050
FB005019.CDF
cdf-fecal
FB0050
FB005020.CDF
cdf-fecal
FB0050
FB005021.CDF
cdf-fecal
FB0050
FB005022.CDF
cdf-fecal
FB0050
FB005023.CDF
cdf-fecal
FB0050
FB005024.CDF
cdf-fecal
FB0050
FB005025.CDF
cdf-fecal
FB0050
FB005026.CDF
cdf-fecal
FB0050
FB005027.CDF
cdf-fecal
FB0050
FB005028.CDF
cdf-fecal
FB0050
FB005029.CDF
cdf-fecal
FB0050
FB005030.CDF
cdf-fecal
FB0050
FB005031.CDF
cdf-fecal
FB0050
FB005032.CDF
cdf-fecal
FB0050
FB005033.CDF
cdf-fecal
FB0050
FB005034.CDF
cdf-fecal
FB0050
FB005035.CDF
cdf-fecal
FB0050
FB005036.CDF
cdf-fecal
FB0050
FB005037.CDF
cdf-fecal
FB0051
FB005101.CDF
cdf-fecal
FB0051
FB005102.CDF
cdf-fecal
FB0051
FB005103.CDF
cdf-fecal
FB0051
FB005104.CDF
cdf-fecal
FB0051
FB005105.CDF
cdf-fecal
FB0051
FB005106.CDF
cdf-fecal
FB0051
FB005107.CDF
cdf-fecal
FB0051
FB005108.CDF
cdf-fecal
FB0051
FB005109.CDF
cdf-fecal
FB0051
FB005110.CDF
cdf-fecal
FB0051
FB005111.CDF
cdf-fecal
FB0051
FB005112.CDF
cdf-fecal
FB0051
FB005113.CDF
cdf-fecal
FB0051
FB005114.CDF
cdf-fecal
FB0051
FB005115.CDF
cdf-fecal
FB0051
FB005116.CDF
cdf-fecal
FB0051
FB005117.CDF
cdf-fecal
FB0051
FB005118.CDF
cdf-fecal
FB0051
FB005119.CDF
cdf-fecal
FB0051
FB005120.CDF
cdf-fecal
FB0051
FB005121.CDF
cdf-fecal
FB0051
FB005122.CDF
cdf-fecal
FB0051
FB005123.CDF
cdf-fecal
FB0051
FB005124.CDF
cdf-fecal
FB0051
FB005125.CDF
cdf-fecal
FB0051
FB005126.CDF
cdf-fecal
FB0051
FB005127.CDF
cdf-fecal
FB0051
FB005128.CDF
cdf-fecal
FB0051
FB005129.CDF
cdf-fecal
FB0051
FB005130.CDF
cdf-fecal
FB0051
FB005131.CDF
cdf-fecal
FB0051
FB005132.CDF
cdf-fecal
FB0051
FB005133.CDF
cdf-fecal
FB0051
FB005134.CDF
cdf-fecal
FB0051
FB005135.CDF
cdf-fecal
FB0051
FB005136.CDF
cdf-fecal
FB0051
FB005137.CDF
cdf-fecal
FB0052
FB005201.CDF
cdf-fecal
FB0052
FB005202.CDF
cdf-fecal
FB0052
FB005203.CDF
cdf-fecal
FB0052
FB005204.CDF
cdf-fecal
FB0052
FB005205.CDF
cdf-fecal
FB0052
FB005206.CDF
cdf-fecal
FB0052
FB005207.CDF
cdf-fecal
FB0052
FB005208.CDF
cdf-fecal
FB0052
FB005209.CDF
cdf-fecal
FB0052
FB005210.CDF
cdf-fecal
FB0052
FB005211.CDF
cdf-fecal
FB0052
FB005212.CDF
cdf-fecal
FB0052
FB005213.CDF
cdf-fecal
FB0052
FB005214.CDF
cdf-fecal
FB0052
FB005215.CDF
cdf-fecal
FB0052
FB005216.CDF
cdf-fecal
FB0052
FB005217.CDF
cdf-fecal
FB0052
FB005218.CDF
cdf-fecal
FB0052
FB005219.CDF
cdf-fecal
FB0052
FB005220.CDF
cdf-fecal
FB0052
FB005221.CDF
cdf-fecal
FB0052
FB005222.CDF
cdf-fecal
FB0052
FB005223.CDF
cdf-fecal
FB0052
FB005224.CDF
cdf-fecal
FB0052
FB005225.CDF
cdf-fecal
FB0052
FB005226.CDF
cdf-fecal
FB0052
FB005227.CDF
cdf-fecal
FB0052
FB005228.CDF
cdf-fecal
FB0052
FB005229.CDF
cdf-fecal
FB0052
FB005230.CDF
cdf-fecal
FB0052
FB005231.CDF
cdf-fecal
FB0052
FB005232.CDF
cdf-fecal
FB0052
FB005233.CDF
cdf-fecal
FB0052
FB005234.CDF
cdf-fecal
FB0052
FB005235.CDF
cdf-fecal
FB0052
FB005236.CDF
cdf-fecal
FB0052
FB005237.CDF
cdf-fecal
FB0053
FB005301.CDF
cdf-fecal
FB0053
FB005302.CDF
cdf-fecal
FB0053
FB005303.CDF
cdf-fecal
FB0053
FB005304.CDF
cdf-fecal
FB0053
FB005305.CDF
cdf-fecal
FB0053
FB005306.CDF
cdf-fecal
FB0053
FB005307.CDF
cdf-fecal
FB0053
FB005308.CDF
cdf-fecal
FB0053
FB005309.CDF
cdf-fecal
FB0053
FB005310.CDF
cdf-fecal
FB0053
FB005311.CDF
cdf-fecal
FB0053
FB005312.CDF
cdf-fecal
FB0053
FB005313.CDF
cdf-fecal
FB0053
FB005314.CDF
cdf-fecal
FB0053
FB005315.CDF
cdf-fecal
FB0053
FB005316.CDF
cdf-fecal
FB0053
FB005317.CDF
cdf-fecal
FB0053
FB005318.CDF
cdf-fecal
FB0053
FB005319.CDF
cdf-fecal
FB0053
FB005320.CDF
cdf-fecal
FB0053
FB005321.CDF
cdf-fecal
FB0053
FB005322.CDF
cdf-fecal
FB0053
FB005323.CDF
cdf-fecal
FB0053
FB005324.CDF
cdf-fecal
FB0053
FB005325.CDF
cdf-fecal
FB0053
FB005326.CDF
cdf-fecal
FB0053
FB005327.CDF
cdf-fecal
FB0053
FB005328.CDF
cdf-fecal
FB0053
FB005329.CDF
cdf-fecal
FB0053
FB005330.CDF
cdf-fecal
FB0053
FB005331.CDF
cdf-fecal
FB0053
FB005332.CDF
cdf-fecal
FB0053
FB005333.CDF
cdf-fecal
FB0053
FB005334.CDF
cdf-fecal
FB0053
FB005335.CDF
cdf-fecal
FB0053
FB005336.CDF
cdf-fecal
FB0053
FB005337.CDF
cdf-fecal
FB0054
FB005401.CDF
cdf-fecal
FB0054
FB005402.CDF
cdf-fecal
FB0054
FB005403.CDF
cdf-fecal
FB0054
FB005404.CDF
cdf-fecal
FB0054
FB005405.CDF
cdf-fecal
FB0054
FB005406.CDF
cdf-fecal
FB0054
FB005407.CDF
cdf-fecal
FB0054
FB005408.CDF
cdf-fecal
FB0054
FB005409.CDF
cdf-fecal
FB0054
FB005410.CDF
cdf-fecal
FB0054
FB005411.CDF
cdf-fecal
FB0054
FB005412.CDF
cdf-fecal
FB0054
FB005413.CDF
cdf-fecal
FB0054
FB005414.CDF
cdf-fecal
FB0054
FB005415.CDF
cdf-fecal
FB0054
FB005416.CDF
cdf-fecal
FB0054
FB005417.CDF
cdf-fecal
FB0054
FB005418.CDF
cdf-fecal
FB0054
FB005419.CDF
cdf-fecal
FB0054
FB005420.CDF
cdf-fecal
FB0054
FB005421.CDF
cdf-fecal
FB0054
FB005422.CDF
cdf-fecal
FB0054
FB005423.CDF
cdf-fecal
FB0054
FB005424.CDF
cdf-fecal
FB0054
FB005425.CDF
cdf-fecal
FB0054
FB005426.CDF
cdf-fecal
FB0054
FB005427.CDF
cdf-fecal
FB0054
FB005428.CDF
cdf-fecal
FB0054
FB005429.CDF
cdf-fecal
FB0054
FB005430.CDF
cdf-fecal
FB0054
FB005431.CDF
cdf-fecal
FB0054
FB005432.CDF
cdf-fecal
FB0054
FB005433.CDF
cdf-fecal
FB0054
FB005434.CDF
cdf-fecal
FB0054
FB005435.CDF
cdf-fecal
FB0054
FB005436.CDF
cdf-fecal
FB0054
FB005437.CDF
cdf-fecal
FB0055
FB005501.CDF
cdf-fecal
FB0055
FB005502.CDF
cdf-fecal
FB0055
FB005503.CDF
cdf-fecal
FB0055
FB005504.CDF
cdf-fecal
FB0055
FB005505.CDF
cdf-fecal
FB0055
FB005506.CDF
cdf-fecal
FB0055
FB005507.CDF
cdf-fecal
FB0055
FB005508.CDF
cdf-fecal
FB0055
FB005509.CDF
cdf-fecal
FB0055
FB005510.CDF
cdf-fecal
FB0055
FB005511.CDF
cdf-fecal
FB0055
FB005512.CDF
cdf-fecal
FB0055
FB005513.CDF
cdf-fecal
FB0055
FB005514.CDF
cdf-fecal
FB0055
FB005515.CDF
cdf-fecal
FB0055
FB005516.CDF
cdf-fecal
FB0055
FB005517.CDF
cdf-fecal
FB0055
FB005518.CDF
cdf-fecal
FB0055
FB005519.CDF
cdf-fecal
FB0055
FB005520.CDF
cdf-fecal
FB0055
FB005521.CDF
cdf-fecal
FB0055
FB005522.CDF
cdf-fecal
FB0055
FB005523.CDF
cdf-fecal
FB0055
FB005524.CDF
cdf-fecal
FB0055
FB005525.CDF
cdf-fecal
FB0055
FB005526.CDF
cdf-fecal
FB0055
FB005527.CDF
cdf-fecal
FB0055
FB005528.CDF
cdf-fecal
FB0055
FB005529.CDF
cdf-fecal
FB0055
FB005530.CDF
cdf-fecal
FB0055
FB005531.CDF
cdf-fecal
FB0055
FB005532.CDF
cdf-fecal
FB0055
FB005533.CDF
cdf-fecal
FB0055
FB005534.CDF
cdf-fecal
FB0055
FB005535.CDF
cdf-fecal
FB0055
FB005536.CDF
cdf-fecal
FB0055
FB005537.CDF
cdf-fecal
FB0056
FB005601.CDF
cdf-fecal
FB0056
FB005602.CDF
cdf-fecal
FB0056
FB005603.CDF
cdf-fecal
FB0056
FB005604.CDF
cdf-fecal
FB0056
FB005605.CDF
cdf-fecal
FB0056
FB005606.CDF
cdf-fecal
FB0056
FB005607.CDF
cdf-fecal
FB0056
FB005608.CDF
cdf-fecal
FB0056
FB005609.CDF
cdf-fecal
FB0056
FB005610.CDF
cdf-fecal
FB0056
FB005611.CDF
cdf-fecal
FB0056
FB005612.CDF
cdf-fecal
FB0056
FB005613.CDF
cdf-fecal
FB0056
FB005614.CDF
cdf-fecal
FB0056
FB005615.CDF
cdf-fecal
FB0056
FB005616.CDF
cdf-fecal
FB0056
FB005617.CDF
cdf-fecal
FB0056
FB005618.CDF
cdf-fecal
FB0056
FB005619.CDF
cdf-fecal
FB0056
FB005620.CDF
cdf-fecal
FB0056
FB005621.CDF
cdf-fecal
FB0056
FB005622.CDF
cdf-fecal
FB0056
FB005623.CDF
cdf-fecal
FB0056
FB005624.CDF
cdf-fecal
FB0056
FB005625.CDF
cdf-fecal
FB0056
FB005626.CDF
cdf-fecal
FB0056
FB005627.CDF
cdf-fecal
FB0056
FB005628.CDF
cdf-fecal
FB0056
FB005629.CDF
cdf-fecal
FB0056
FB005630.CDF
cdf-fecal
FB0056
FB005631.CDF
cdf-fecal
FB0056
FB005632.CDF
cdf-fecal
FB0056
FB005633.CDF
cdf-fecal
FB0056
FB005634.CDF
cdf-fecal
FB0056
FB005635.CDF
cdf-fecal
FB0056
FB005636.CDF
cdf-fecal
FB0056
FB005637.CDF
cdf-fecal
FB0057
FB005701.CDF
cdf-fecal
FB0057
FB005702.CDF
cdf-fecal
FB0057
FB005703.CDF
cdf-fecal
FB0057
FB005704.CDF
cdf-fecal
FB0057
FB005705.CDF
cdf-fecal
FB0057
FB005706.CDF
cdf-fecal
FB0057
FB005707.CDF
cdf-fecal
FB0057
FB005708.CDF
cdf-fecal
FB0057
FB005709.CDF
cdf-fecal
FB0057
FB005710.CDF
cdf-fecal
FB0057
FB005711.CDF
cdf-fecal
FB0057
FB005712.CDF
cdf-fecal
FB0057
FB005713.CDF
cdf-fecal
FB0057
FB005714.CDF
cdf-fecal
FB0057
FB005715.CDF
cdf-fecal
FB0057
FB005716.CDF
cdf-fecal
FB0057
FB005717.CDF
cdf-fecal
FB0057
FB005718.CDF
cdf-fecal
FB0057
FB005719.CDF
cdf-fecal
FB0057
FB005720.CDF
cdf-fecal
FB0057
FB005721.CDF
cdf-fecal
FB0057
FB005722.CDF
cdf-fecal
FB0057
FB005723.CDF
cdf-fecal
FB0057
FB005724.CDF
cdf-fecal
FB0057
FB005725.CDF
cdf-fecal
FB0057
FB005726.CDF
cdf-fecal
FB0057
FB005727.CDF
cdf-fecal
FB0057
FB005728.CDF
cdf-fecal
FB0057
FB005729.CDF
cdf-fecal
FB0057
FB005730.CDF
cdf-fecal
FB0057
FB005731.CDF
cdf-fecal
FB0057
FB005732.CDF
cdf-fecal
FB0057
FB005733.CDF
cdf-fecal
FB0057
FB005734.CDF
cdf-fecal
FB0057
FB005735.CDF
cdf-fecal
FB0057
FB005736.CDF
cdf-fecal
FB0057
FB005737.CDF
cdf-fecal
FB0058
FB005801.CDF
cdf-fecal
FB0058
FB005802.CDF
cdf-fecal
FB0058
FB005803.CDF
cdf-fecal
FB0058
FB005804.CDF
cdf-fecal
FB0058
FB005805.CDF
cdf-fecal
FB0058
FB005806.CDF
cdf-fecal
FB0058
FB005807.CDF
cdf-fecal
FB0058
FB005808.CDF
cdf-fecal
FB0058
FB005809.CDF
cdf-fecal
FB0058
FB005810.CDF
cdf-fecal
FB0058
FB005811.CDF
cdf-fecal
FB0058
FB005812.CDF
cdf-fecal
FB0058
FB005813.CDF
cdf-fecal
FB0058
FB005814.CDF
cdf-fecal
FB0058
FB005815.CDF
cdf-fecal
FB0058
FB005816.CDF
cdf-fecal
FB0058
FB005817.CDF
cdf-fecal
FB0058
FB005818.CDF
cdf-fecal
FB0058
FB005819.CDF
cdf-fecal
FB0058
FB005820.CDF
cdf-fecal
FB0058
FB005821.CDF
cdf-fecal
FB0058
FB005822.CDF
cdf-fecal
FB0058
FB005823.CDF
cdf-fecal
FB0058
FB005824.CDF
cdf-fecal
FB0058
FB005825.CDF
cdf-fecal
FB0058
FB005826.CDF
cdf-fecal
FB0058
FB005827.CDF
cdf-fecal
FB0058
FB005828.CDF
cdf-fecal
FB0058
FB005829.CDF
cdf-fecal
FB0058
FB005830.CDF
cdf-fecal
FB0058
FB005831.CDF
cdf-fecal
FB0058
FB005832.CDF
cdf-fecal
FB0058
FB005833.CDF
cdf-fecal
FB0058
FB005834.CDF
cdf-fecal
FB0058
FB005835.CDF
cdf-fecal
FB0058
FB005836.CDF
cdf-fecal
FB0058
FB005837.CDF
cdf-fecal
FB0059
FB005901.CDF
cdf-fecal
FB0059
FB005902.CDF
cdf-fecal
FB0059
FB005903.CDF
cdf-fecal
FB0059
FB005904.CDF
cdf-fecal
FB0059
FB005905.CDF
cdf-fecal
FB0059
FB005906.CDF
cdf-fecal
FB0059
FB005907.CDF
cdf-fecal
FB0059
FB005908.CDF
cdf-fecal
FB0059
FB005909.CDF
cdf-fecal
FB0059
FB005910.CDF
cdf-fecal
FB0059
FB005911.CDF
cdf-fecal
FB0059
FB005912.CDF
cdf-fecal
FB0059
FB005913.CDF
cdf-fecal
FB0059
FB005914.CDF
cdf-fecal
FB0059
FB005915.CDF
cdf-fecal
FB0059
FB005916.CDF
cdf-fecal
FB0059
FB005917.CDF
cdf-fecal
FB0059
FB005918.CDF
cdf-fecal
FB0059
FB005919.CDF
cdf-fecal
FB0059
FB005920.CDF
cdf-fecal
FB0059
FB005921.CDF
cdf-fecal
FB0059
FB005922.CDF
cdf-fecal
FB0059
FB005923.CDF
cdf-fecal
FB0059
FB005924.CDF
cdf-fecal
FB0059
FB005925.CDF
cdf-fecal
FB0059
FB005926.CDF
cdf-fecal
FB0059
FB005927.CDF
cdf-fecal
FB0059
FB005928.CDF
cdf-fecal
FB0059
FB005929.CDF
cdf-fecal
FB0059
FB005930.CDF
cdf-fecal
FB0059
FB005931.CDF
cdf-fecal
FB0059
FB005932.CDF
cdf-fecal
FB0059
FB005933.CDF
cdf-fecal
FB0059
FB005934.CDF
cdf-fecal
FB0059
FB005935.CDF
cdf-fecal
FB0059
FB005936.CDF
cdf-fecal
FB0059
FB005937.CDF
cdf-fecal
FB0060
FB006001.CDF
cdf-fecal
FB0060
FB006002.CDF
cdf-fecal
FB0060
FB006003.CDF
cdf-fecal
FB0060
FB006004.CDF
cdf-fecal
FB0060
FB006005.CDF
cdf-fecal
FB0060
FB006006.CDF
cdf-fecal
FB0060
FB006007.CDF
cdf-fecal
FB0060
FB006008.CDF
cdf-fecal
FB0060
FB006009.CDF
cdf-fecal
FB0060
FB006010.CDF
cdf-fecal
FB0060
FB006011.CDF
cdf-fecal
FB0060
FB006012.CDF
cdf-fecal
FB0060
FB006013.CDF
cdf-fecal
FB0060
FB006014.CDF
cdf-fecal
FB0060
FB006015.CDF
cdf-fecal
FB0060
FB006016.CDF
cdf-fecal
FB0060
FB006017.CDF
cdf-fecal
FB0060
FB006018.CDF
cdf-fecal
FB0060
FB006019.CDF
cdf-fecal
FB0060
FB006020.CDF
cdf-fecal
FB0060
FB006021.CDF
cdf-fecal
FB0060
FB006022.CDF
cdf-fecal
FB0060
FB006023.CDF
cdf-fecal
FB0060
FB006024.CDF
cdf-fecal
FB0060
FB006025.CDF
cdf-fecal
FB0060
FB006026.CDF
cdf-fecal
FB0060
FB006027.CDF
cdf-fecal
FB0060
FB006028.CDF
cdf-fecal
FB0060
FB006029.CDF
cdf-fecal
FB0060
FB006030.CDF
cdf-fecal
FB0060
FB006031.CDF
cdf-fecal
FB0060
FB006032.CDF
cdf-fecal
FB0060
FB006033.CDF
cdf-fecal
FB0060
FB006034.CDF
cdf-fecal
FB0060
FB006035.CDF
cdf-fecal
FB0060
FB006036.CDF
cdf-fecal
FB0060
FB006037.CDF
cdf-fecal
FB0061
FB006101.CDF
cdf-fecal
FB0061
FB006102.CDF
cdf-fecal
FB0061
FB006103.CDF
cdf-fecal
FB0061
FB006104.CDF
cdf-fecal
FB0061
FB006105.CDF
cdf-fecal
FB0061
FB006106.CDF
cdf-fecal
FB0061
FB006107.CDF
cdf-fecal
FB0061
FB006108.CDF
cdf-fecal
FB0061
FB006109.CDF
cdf-fecal
FB0061
FB006110.CDF
cdf-fecal
FB0061
FB006111.CDF
cdf-fecal
FB0061
FB006112.CDF
cdf-fecal
FB0061
FB006113.CDF
cdf-fecal
FB0061
FB006114.CDF
cdf-fecal
FB0061
FB006115.CDF
cdf-fecal
FB0061
FB006116.CDF
cdf-fecal
FB0061
FB006117.CDF
cdf-fecal
FB0061
FB006118.CDF
cdf-fecal
FB0061
FB006119.CDF
cdf-fecal
FB0061
FB006120.CDF
cdf-fecal
FB0061
FB006121.CDF
cdf-fecal
FB0061
FB006122.CDF
cdf-fecal
FB0061
FB006123.CDF
cdf-fecal
FB0061
FB006124.CDF
cdf-fecal
FB0061
FB006125.CDF
cdf-fecal
FB0061
FB006126.CDF
cdf-fecal
FB0061
FB006127.CDF
cdf-fecal
FB0061
FB006128.CDF
cdf-fecal
FB0061
FB006129.CDF
cdf-fecal
FB0061
FB006130.CDF
cdf-fecal
FB0061
FB006131.CDF
cdf-fecal
FB0061
FB006132.CDF
cdf-fecal
FB0061
FB006133.CDF
cdf-fecal
FB0061
FB006134.CDF
cdf-fecal
FB0061
FB006135.CDF
cdf-fecal
FB0061
FB006136.CDF
cdf-fecal
FB0061
FB006137.CDF
cdf-fecal
FB0062
FB006201.CDF
cdf-fecal
FB0062
FB006202.CDF
cdf-fecal
FB0062
FB006203.CDF
cdf-fecal
FB0062
FB006204.CDF
cdf-fecal
FB0062
FB006205.CDF
cdf-fecal
FB0062
FB006206.CDF
cdf-fecal
FB0062
FB006207.CDF
cdf-fecal
FB0062
FB006208.CDF
cdf-fecal
FB0062
FB006209.CDF
cdf-fecal
FB0062
FB006210.CDF
cdf-fecal
FB0062
FB006211.CDF
cdf-fecal
FB0062
FB006212.CDF
cdf-fecal
FB0062
FB006213.CDF
cdf-fecal
FB0062
FB006214.CDF
cdf-fecal
FB0062
FB006215.CDF
cdf-fecal
FB0062
FB006216.CDF
cdf-fecal
FB0062
FB006217.CDF
cdf-fecal
FB0062
FB006218.CDF
cdf-fecal
FB0062
FB006219.CDF
cdf-fecal
FB0062
FB006220.CDF
cdf-fecal
FB0062
FB006221.CDF
cdf-fecal
FB0062
FB006222.CDF
cdf-fecal
FB0062
FB006223.CDF
cdf-fecal
FB0062
FB006224.CDF
cdf-fecal
FB0062
FB006225.CDF
cdf-fecal
FB0062
FB006226.CDF
cdf-fecal
FB0062
FB006227.CDF
cdf-fecal
FB0062
FB006228.CDF
cdf-fecal
FB0062
FB006229.CDF
cdf-fecal
FB0062
FB006230.CDF
cdf-fecal
FB0062
FB006231.CDF
cdf-fecal
FB0062
FB006232.CDF
cdf-fecal
FB0062
FB006233.CDF
cdf-fecal
FB0062
FB006234.CDF
cdf-fecal
FB0062
FB006235.CDF
cdf-fecal
FB0062
FB006236.CDF
cdf-fecal
FB0062
FB006237.CDF
cdf-fecal
FB0063
FB006301.CDF
cdf-fecal
FB0063
FB006302.CDF
cdf-fecal
FB0063
FB006303.CDF
cdf-fecal
FB0063
FB006304.CDF
cdf-fecal
FB0063
FB006305.CDF
cdf-fecal
FB0063
FB006306.CDF
cdf-fecal
FB0063
FB006307.CDF
cdf-fecal
FB0063
FB006308.CDF
cdf-fecal
FB0063
FB006309.CDF
cdf-fecal
FB0063
FB006310.CDF
cdf-fecal
FB0063
FB006311.CDF
cdf-fecal
FB0063
FB006312.CDF
cdf-fecal
FB0063
FB006313.CDF
cdf-fecal
FB0063
FB006314.CDF
cdf-fecal
FB0063
FB006315.CDF
cdf-fecal
FB0063
FB006316.CDF
cdf-fecal
FB0063
FB006317.CDF
cdf-fecal
FB0063
FB006318.CDF
cdf-fecal
FB0063
FB006319.CDF
cdf-fecal
FB0063
FB006320.CDF
cdf-fecal
FB0063
FB006321.CDF
cdf-fecal
FB0063
FB006322.CDF
cdf-fecal
FB0063
FB006323.CDF
cdf-fecal
FB0063
FB006324.CDF
cdf-fecal
FB0063
FB006325.CDF
cdf-fecal
FB0063
FB006326.CDF
cdf-fecal
FB0063
FB006327.CDF
cdf-fecal
FB0063
FB006328.CDF
cdf-fecal
FB0063
FB006329.CDF
cdf-fecal
FB0063
FB006330.CDF
cdf-fecal
FB0063
FB006331.CDF
cdf-fecal
FB0063
FB006332.CDF
cdf-fecal
FB0063
FB006333.CDF
cdf-fecal
FB0063
FB006334.CDF
cdf-fecal
FB0063
FB006335.CDF
cdf-fecal
FB0063
FB006336.CDF
cdf-fecal
FB0063
FB006337.CDF
cdf-fecal
FB0064
FB006401.CDF
cdf-fecal
FB0064
FB006402.CDF
cdf-fecal
FB0064
FB006403.CDF
cdf-fecal
FB0064
FB006404.CDF
cdf-fecal
FB0064
FB006405.CDF
cdf-fecal
FB0064
FB006406.CDF
cdf-fecal
FB0064
FB006407.CDF
cdf-fecal
FB0064
FB006408.CDF
cdf-fecal
FB0064
FB006409.CDF
cdf-fecal
FB0064
FB006410.CDF
cdf-fecal
FB0064
FB006411.CDF
cdf-fecal
FB0064
FB006412.CDF
cdf-fecal
FB0064
FB006413.CDF
cdf-fecal
FB0064
FB006414.CDF
cdf-fecal
FB0064
FB006415.CDF
cdf-fecal
FB0064
FB006416.CDF
cdf-fecal
FB0064
FB006417.CDF
cdf-fecal
FB0064
FB006418.CDF
cdf-fecal
FB0064
FB006419.CDF
cdf-fecal
FB0064
FB006420.CDF
cdf-fecal
FB0064
FB006421.CDF
cdf-fecal
FB0064
FB006422.CDF
cdf-fecal
FB0064
FB006423.CDF
cdf-fecal
FB0064
FB006424.CDF
cdf-fecal
FB0064
FB006425.CDF
cdf-fecal
FB0064
FB006426.CDF
cdf-fecal
FB0064
FB006427.CDF
cdf-fecal
FB0064
FB006428.CDF
cdf-fecal
FB0064
FB006429.CDF
cdf-fecal
FB0064
FB006430.CDF
cdf-fecal
FB0064
FB006431.CDF
cdf-fecal
FB0064
FB006432.CDF
cdf-fecal
FB0064
FB006433.CDF
cdf-fecal
FB0064
FB006434.CDF
cdf-fecal
FB0064
FB006435.CDF
cdf-fecal
FB0064
FB006436.CDF
cdf-fecal
FB0064
FB006437.CDF
cdf-fecal
FB0065
FB006501.CDF
cdf-fecal
FB0065
FB006502.CDF
cdf-fecal
FB0065
FB006503.CDF
cdf-fecal
FB0065
FB006504.CDF
cdf-fecal
FB0065
FB006505.CDF
cdf-fecal
FB0065
FB006506.CDF
cdf-fecal
FB0065
FB006507.CDF
cdf-fecal
FB0065
FB006508.CDF
cdf-fecal
FB0065
FB006509.CDF
cdf-fecal
FB0065
FB006510.CDF
cdf-fecal
FB0065
FB006511.CDF
cdf-fecal
FB0065
FB006512.CDF
cdf-fecal
FB0065
FB006513.CDF
cdf-fecal
FB0065
FB006514.CDF
cdf-fecal
FB0065
FB006515.CDF
cdf-fecal
FB0065
FB006516.CDF
cdf-fecal
FB0065
FB006517.CDF
cdf-fecal
FB0065
FB006518.CDF
cdf-fecal
FB0065
FB006519.CDF
cdf-fecal
FB0065
FB006520.CDF
cdf-fecal
FB0065
FB006521.CDF
cdf-fecal
FB0065
FB006522.CDF
cdf-fecal
FB0065
FB006523.CDF
cdf-fecal
FB0065
FB006524.CDF
cdf-fecal
FB0065
FB006525.CDF
cdf-fecal
FB0065
FB006526.CDF
cdf-fecal
FB0065
FB006527.CDF
cdf-fecal
FB0065
FB006528.CDF
cdf-fecal
FB0065
FB006529.CDF
cdf-fecal
FB0065
FB006530.CDF
cdf-fecal
FB0065
FB006531.CDF
cdf-fecal
FB0065
FB006532.CDF
cdf-fecal
FB0065
FB006533.CDF
cdf-fecal
FB0065
FB006534.CDF
cdf-fecal
FB0065
FB006535.CDF
cdf-fecal
FB0065
FB006536.CDF
cdf-fecal
FB0065
FB006537.CDF
cdf-fecal
FB0066
FB006601.CDF
cdf-fecal
FB0066
FB006602.CDF
cdf-fecal
FB0066
FB006603.CDF
cdf-fecal
FB0066
FB006604.CDF
cdf-fecal
FB0066
FB006605.CDF
cdf-fecal
FB0066
FB006606.CDF
cdf-fecal
FB0066
FB006607.CDF
cdf-fecal
FB0066
FB006608.CDF
cdf-fecal
FB0066
FB006609.CDF
cdf-fecal
FB0066
FB006610.CDF
cdf-fecal
FB0066
FB006611.CDF
cdf-fecal
FB0066
FB006612.CDF
cdf-fecal
FB0066
FB006613.CDF
cdf-fecal
FB0066
FB006614.CDF
cdf-fecal
FB0066
FB006615.CDF
cdf-fecal
FB0066
FB006616.CDF
cdf-fecal
FB0066
FB006617.CDF
cdf-fecal
FB0066
FB006618.CDF
cdf-fecal
FB0066
FB006619.CDF
cdf-fecal
FB0066
FB006620.CDF
cdf-fecal
FB0066
FB006621.CDF
cdf-fecal
FB0066
FB006622.CDF
cdf-fecal
FB0066
FB006623.CDF
cdf-fecal
FB0066
FB006624.CDF
cdf-fecal
FB0066
FB006625.CDF
cdf-fecal
FB0066
FB006626.CDF
cdf-fecal
FB0066
FB006627.CDF
cdf-fecal
FB0066
FB006628.CDF
cdf-fecal
FB0066
FB006629.CDF
cdf-fecal
FB0066
FB006630.CDF
cdf-fecal
FB0066
FB006631.CDF
cdf-fecal
FB0066
FB006632.CDF
cdf-fecal
FB0066
FB006633.CDF
cdf-fecal
FB0066
FB006634.CDF
cdf-fecal
FB0066
FB006635.CDF
cdf-fecal
FB0066
FB006636.CDF
cdf-fecal
FB0066
FB006637.CDF
cdf-fecal
FB0067
FB006701.CDF
cdf-fecal
FB0067
FB006702.CDF
cdf-fecal
FB0067
FB006703.CDF
cdf-fecal
FB0067
FB006704.CDF
cdf-fecal
FB0067
FB006705.CDF
cdf-fecal
FB0067
FB006706.CDF
cdf-fecal
FB0067
FB006707.CDF
cdf-fecal
FB0067
FB006708.CDF
cdf-fecal
FB0067
FB006709.CDF
cdf-fecal
FB0067
FB006710.CDF
cdf-fecal
FB0067
FB006711.CDF
cdf-fecal
FB0067
FB006712.CDF
cdf-fecal
FB0067
FB006713.CDF
cdf-fecal
FB0067
FB006714.CDF
cdf-fecal
FB0067
FB006715.CDF
cdf-fecal
FB0067
FB006716.CDF
cdf-fecal
FB0067
FB006717.CDF
cdf-fecal
FB0067
FB006718.CDF
cdf-fecal
FB0067
FB006719.CDF
cdf-fecal
FB0067
FB006720.CDF
cdf-fecal
FB0067
FB006721.CDF
cdf-fecal
FB0067
FB006722.CDF
cdf-fecal
FB0067
FB006723.CDF
cdf-fecal
FB0067
FB006724.CDF
cdf-fecal
FB0067
FB006725.CDF
cdf-fecal
FB0067
FB006726.CDF
cdf-fecal
FB0067
FB006727.CDF
cdf-fecal
FB0067
FB006728.CDF
cdf-fecal
FB0067
FB006729.CDF
cdf-fecal
FB0067
FB006730.CDF
cdf-fecal
FB0067
FB006731.CDF
cdf-fecal
FB0067
FB006732.CDF
cdf-fecal
FB0067
FB006733.CDF
cdf-fecal
FB0067
FB006734.CDF
cdf-fecal
FB0067
FB006735.CDF
cdf-fecal
FB0067
FB006736.CDF
cdf-fecal
FB0067
FB006737.CDF
cdf-fecal
FB0068
FB006801.CDF
cdf-fecal
FB0068
FB006802.CDF
cdf-fecal
FB0068
FB006803.CDF
cdf-fecal
FB0068
FB006804.CDF
cdf-fecal
FB0068
FB006805.CDF
cdf-fecal
FB0068
FB006806.CDF
cdf-fecal
FB0068
FB006807.CDF
cdf-fecal
FB0068
FB006808.CDF
cdf-fecal
FB0068
FB006809.CDF
cdf-fecal
FB0068
FB006810.CDF
cdf-fecal
FB0068
FB006811.CDF
cdf-fecal
FB0068
FB006812.CDF
cdf-fecal
FB0068
FB006813.CDF
cdf-fecal
FB0068
FB006814.CDF
cdf-fecal
FB0068
FB006815.CDF
cdf-fecal
FB0068
FB006816.CDF
cdf-fecal
FB0068
FB006817.CDF
cdf-fecal
FB0068
FB006818.CDF
cdf-fecal
FB0068
FB006819.CDF
cdf-fecal
FB0068
FB006820.CDF
cdf-fecal
FB0068
FB006821.CDF
cdf-fecal
FB0068
FB006822.CDF
cdf-fecal
FB0068
FB006823.CDF
cdf-fecal
FB0068
FB006824.CDF
cdf-fecal
FB0068
FB006825.CDF
cdf-fecal
FB0068
FB006826.CDF
cdf-fecal
FB0068
FB006827.CDF
cdf-fecal
FB0068
FB006828.CDF
cdf-fecal
FB0068
FB006829.CDF
cdf-fecal
FB0068
FB006830.CDF
cdf-fecal
FB0068
FB006831.CDF
cdf-fecal
FB0068
FB006832.CDF
cdf-fecal
FB0068
FB006833.CDF
cdf-fecal
FB0068
FB006834.CDF
cdf-fecal
FB0068
FB006835.CDF
cdf-fecal
FB0068
FB006836.CDF
cdf-fecal
FB0068
FB006837.CDF
cdf-fecal
FB0069
FB006901.CDF
cdf-fecal
FB0069
FB006902.CDF
cdf-fecal
FB0069
FB006903.CDF
cdf-fecal
FB0069
FB006904.CDF
cdf-fecal
FB0069
FB006905.CDF
cdf-fecal
FB0069
FB006906.CDF
cdf-fecal
FB0069
FB006907.CDF
cdf-fecal
FB0069
FB006908.CDF
cdf-fecal
FB0069
FB006909.CDF
cdf-fecal
FB0069
FB006910.CDF
cdf-fecal
FB0069
FB006911.CDF
cdf-fecal
FB0069
FB006912.CDF
cdf-fecal
FB0069
FB006913.CDF
cdf-fecal
FB0069
FB006914.CDF
cdf-fecal
FB0069
FB006915.CDF
cdf-fecal
FB0069
FB006916.CDF
cdf-fecal
FB0069
FB006917.CDF
cdf-fecal
FB0069
FB006918.CDF
cdf-fecal
FB0069
FB006919.CDF
cdf-fecal
FB0069
FB006920.CDF
cdf-fecal
FB0069
FB006921.CDF
cdf-fecal
FB0069
FB006922.CDF
cdf-fecal
FB0069
FB006923.CDF
cdf-fecal
FB0069
FB006924.CDF
cdf-fecal
FB0069
FB006925.CDF
cdf-fecal
FB0069
FB006926.CDF
cdf-fecal
FB0069
FB006927.CDF
cdf-fecal
FB0069
FB006928.CDF
cdf-fecal
FB0069
FB006929.CDF
cdf-fecal
FB0069
FB006930.CDF
cdf-fecal
FB0069
FB006931.CDF
cdf-fecal
FB0069
FB006932.CDF
cdf-fecal
FB0069
FB006933.CDF
cdf-fecal
FB0069
FB006934.CDF
cdf-fecal
FB0069
FB006935.CDF
cdf-fecal
FB0069
FB006936.CDF
cdf-fecal
FB0069
FB006937.CDF
cdf-fecal
FB0070
FB007001.CDF
cdf-fecal
FB0070
FB007002.CDF
cdf-fecal
FB0070
FB007003.CDF
cdf-fecal
FB0070
FB007004.CDF
cdf-fecal
FB0070
FB007005.CDF
cdf-fecal
FB0070
FB007006.CDF
cdf-fecal
FB0070
FB007007.CDF
cdf-fecal
FB0070
FB007008.CDF
cdf-fecal
FB0070
FB007009.CDF
cdf-fecal
FB0070
FB007010.CDF
cdf-fecal
FB0070
FB007011.CDF
cdf-fecal
FB0070
FB007012.CDF
cdf-fecal
FB0070
FB007013.CDF
cdf-fecal
FB0070
FB007014.CDF
cdf-fecal
FB0070
FB007015.CDF
cdf-fecal
FB0070
FB007016.CDF
cdf-fecal
FB0070
FB007017.CDF
cdf-fecal
FB0070
FB007018.CDF
cdf-fecal
FB0070
FB007019.CDF
cdf-fecal
FB0070
FB007020.CDF
cdf-fecal
FB0070
FB007021.CDF
cdf-fecal
FB0070
FB007022.CDF
cdf-fecal
FB0070
FB007023.CDF
cdf-fecal
FB0070
FB007024.CDF
cdf-fecal
FB0070
FB007025.CDF
cdf-fecal
FB0070
FB007026.CDF
cdf-fecal
FB0070
FB007027.CDF
cdf-fecal
FB0070
FB007028.CDF
cdf-fecal
FB0070
FB007029.CDF
cdf-fecal
FB0070
FB007030.CDF
cdf-fecal
FB0070
FB007031.CDF
cdf-fecal
FB0070
FB007032.CDF
cdf-fecal
FB0070
FB007033.CDF
cdf-fecal
FB0070
FB007034.CDF
cdf-fecal
FB0070
FB007035.CDF
cdf-fecal
FB0070
FB007036.CDF
cdf-fecal
FB0070
FB007037.CDF
cdf-fecal
FB0071
FB007101.CDF
cdf-fecal
FB0071
FB007102.CDF
cdf-fecal
FB0071
FB007103.CDF
cdf-fecal
FB0071
FB007104.CDF
cdf-fecal
FB0071
FB007105.CDF
cdf-fecal
FB0071
FB007106.CDF
cdf-fecal
FB0071
FB007107.CDF
cdf-fecal
FB0071
FB007108.CDF
cdf-fecal
FB0071
FB007109.CDF
cdf-fecal
FB0071
FB007110.CDF
cdf-fecal
FB0071
FB007111.CDF
cdf-fecal
FB0071
FB007112.CDF
cdf-fecal
FB0071
FB007113.CDF
cdf-fecal
FB0071
FB007114.CDF
cdf-fecal
FB0071
FB007115.CDF
cdf-fecal
FB0071
FB007116.CDF
cdf-fecal
FB0071
FB007117.CDF
cdf-fecal
FB0071
FB007118.CDF
cdf-fecal
FB0071
FB007119.CDF
cdf-fecal
FB0071
FB007120.CDF
cdf-fecal
FB0071
FB007121.CDF
cdf-fecal
FB0071
FB007122.CDF
cdf-fecal
FB0071
FB007123.CDF
cdf-fecal
FB0071
FB007124.CDF
cdf-fecal
FB0071
FB007125.CDF
cdf-fecal
FB0071
FB007126.CDF
cdf-fecal
FB0071
FB007127.CDF
cdf-fecal
FB0071
FB007128.CDF
cdf-fecal
FB0071
FB007129.CDF
cdf-fecal
FB0071
FB007130.CDF
cdf-fecal
FB0071
FB007131.CDF
cdf-fecal
FB0071
FB007132.CDF
cdf-fecal
FB0071
FB007133.CDF
cdf-fecal
FB0071
FB007134.CDF
cdf-fecal
FB0071
FB007135.CDF
cdf-fecal
FB0071
FB007136.CDF
cdf-fecal
FB0071
FB007137.CDF
cdf-fecal
FB0072
FB007201.CDF
cdf-fecal
FB0072
FB007202.CDF
cdf-fecal
FB0072
FB007203.CDF
cdf-fecal
FB0072
FB007204.CDF
cdf-fecal
FB0072
FB007205.CDF
cdf-fecal
FB0072
FB007206.CDF
cdf-fecal
FB0072
FB007207.CDF
cdf-fecal
FB0072
FB007208.CDF
cdf-fecal
FB0072
FB007209.CDF
cdf-fecal
FB0072
FB007210.CDF
cdf-fecal
FB0072
FB007211.CDF
cdf-fecal
FB0072
FB007212.CDF
cdf-fecal
FB0072
FB007213.CDF
cdf-fecal
FB0072
FB007214.CDF
cdf-fecal
FB0072
FB007215.CDF
cdf-fecal
FB0072
FB007216.CDF
cdf-fecal
FB0072
FB007217.CDF
cdf-fecal
FB0072
FB007218.CDF
cdf-fecal
FB0072
FB007219.CDF
cdf-fecal
FB0072
FB007220.CDF
cdf-fecal
FB0072
FB007221.CDF
cdf-fecal
FB0072
FB007222.CDF
cdf-fecal
FB0072
FB007223.CDF
cdf-fecal
FB0072
FB007224.CDF
cdf-fecal
FB0072
FB007225.CDF
cdf-fecal
FB0072
FB007226.CDF
cdf-fecal
FB0072
FB007227.CDF
cdf-fecal
FB0072
FB007228.CDF
cdf-fecal
FB0072
FB007229.CDF
cdf-fecal
FB0072
FB007230.CDF
cdf-fecal
FB0072
FB007231.CDF
cdf-fecal
FB0072
FB007232.CDF
cdf-fecal
FB0072
FB007233.CDF
cdf-fecal
FB0072
FB007234.CDF
cdf-fecal
FB0072
FB007235.CDF
cdf-fecal
FB0072
FB007236.CDF
cdf-fecal
FB0072
FB007237.CDF
cdf-fecal
FB0073
FB007301.CDF
cdf-fecal
FB0073
FB007302.CDF
cdf-fecal
FB0073
FB007303.CDF
cdf-fecal
FB0073
FB007304.CDF
cdf-fecal
FB0073
FB007305.CDF
cdf-fecal
FB0073
FB007306.CDF
cdf-fecal
FB0073
FB007307.CDF
cdf-fecal
FB0073
FB007308.CDF
cdf-fecal
FB0073
FB007309.CDF
cdf-fecal
FB0073
FB007310.CDF
cdf-fecal
FB0073
FB007311.CDF
cdf-fecal
FB0073
FB007312.CDF
cdf-fecal
FB0073
FB007313.CDF
cdf-fecal
FB0073
FB007314.CDF
cdf-fecal
FB0073
FB007315.CDF
cdf-fecal
FB0073
FB007316.CDF
cdf-fecal
FB0073
FB007317.CDF
cdf-fecal
FB0073
FB007318.CDF
cdf-fecal
FB0073
FB007319.CDF
cdf-fecal
FB0073
FB007320.CDF
cdf-fecal
FB0073
FB007321.CDF
cdf-fecal
FB0073
FB007322.CDF
cdf-fecal
FB0073
FB007323.CDF
cdf-fecal
FB0073
FB007324.CDF
cdf-fecal
FB0073
FB007325.CDF
cdf-fecal
FB0073
FB007326.CDF
cdf-fecal
FB0073
FB007327.CDF
cdf-fecal
FB0073
FB007328.CDF
cdf-fecal
FB0073
FB007329.CDF
cdf-fecal
FB0073
FB007330.CDF
cdf-fecal
FB0073
FB007331.CDF
cdf-fecal
FB0073
FB007332.CDF
cdf-fecal
FB0073
FB007333.CDF
cdf-fecal
FB0073
FB007334.CDF
cdf-fecal
FB0073
FB007335.CDF
cdf-fecal
FB0073
FB007336.CDF
cdf-fecal
FB0073
FB007337.CDF
cdf-fecal
FB0074
FB007401.CDF
cdf-fecal
FB0074
FB007402.CDF
cdf-fecal
FB0074
FB007403.CDF
cdf-fecal
FB0074
FB007404.CDF
cdf-fecal
FB0074
FB007405.CDF
cdf-fecal
FB0074
FB007406.CDF
cdf-fecal
FB0074
FB007407.CDF
cdf-fecal
FB0074
FB007408.CDF
cdf-fecal
FB0074
FB007409.CDF
cdf-fecal
FB0074
FB007410.CDF
cdf-fecal
FB0074
FB007411.CDF
cdf-fecal
FB0074
FB007412.CDF
cdf-fecal
FB0074
FB007413.CDF
cdf-fecal
FB0074
FB007414.CDF
cdf-fecal
FB0074
FB007415.CDF
cdf-fecal
FB0074
FB007416.CDF
cdf-fecal
FB0074
FB007417.CDF
cdf-fecal
FB0074
FB007418.CDF
cdf-fecal
FB0074
FB007419.CDF
cdf-fecal
FB0074
FB007420.CDF
cdf-fecal
FB0074
FB007421.CDF
cdf-fecal
FB0074
FB007422.CDF
cdf-fecal
FB0074
FB007423.CDF
cdf-fecal
FB0074
FB007424.CDF
cdf-fecal
FB0074
FB007425.CDF
cdf-fecal
FB0074
FB007426.CDF
cdf-fecal
FB0074
FB007427.CDF
cdf-fecal
FB0074
FB007428.CDF
cdf-fecal
FB0074
FB007429.CDF
cdf-fecal
FB0074
FB007430.CDF
cdf-fecal
FB0074
FB007431.CDF
cdf-fecal
FB0074
FB007432.CDF
cdf-fecal
FB0074
FB007433.CDF
cdf-fecal
FB0074
FB007434.CDF
cdf-fecal
FB0074
FB007435.CDF
cdf-fecal
FB0074
FB007436.CDF
cdf-fecal
FB0074
FB007437.CDF
cdf-fecal
FB0075
FB007501.CDF
cdf-fecal
FB0075
FB007502.CDF
cdf-fecal
FB0075
FB007503.CDF
cdf-fecal
FB0075
FB007504.CDF
cdf-fecal
FB0075
FB007505.CDF
cdf-fecal
FB0075
FB007506.CDF
cdf-fecal
FB0075
FB007507.CDF
cdf-fecal
FB0075
FB007508.CDF
cdf-fecal
FB0075
FB007509.CDF
cdf-fecal
FB0075
FB007510.CDF
cdf-fecal
FB0075
FB007511.CDF
cdf-fecal
FB0075
FB007512.CDF
cdf-fecal
FB0075
FB007513.CDF
cdf-fecal
FB0075
FB007514.CDF
cdf-fecal
FB0075
FB007515.CDF
cdf-fecal
FB0075
FB007516.CDF
cdf-fecal
FB0075
FB007517.CDF
cdf-fecal
FB0075
FB007518.CDF
cdf-fecal
FB0075
FB007519.CDF
cdf-fecal
FB0075
FB007520.CDF
cdf-fecal
FB0075
FB007521.CDF
cdf-fecal
FB0075
FB007522.CDF
cdf-fecal
FB0075
FB007523.CDF
cdf-fecal
FB0075
FB007524.CDF
cdf-fecal
FB0075
FB007525.CDF
cdf-fecal
FB0075
FB007526.CDF
cdf-fecal
FB0075
FB007527.CDF
cdf-fecal
FB0075
FB007528.CDF
cdf-fecal
FB0075
FB007529.CDF
cdf-fecal
FB0075
FB007530.CDF
cdf-fecal
FB0075
FB007531.CDF
cdf-fecal
FB0075
FB007532.CDF
cdf-fecal
FB0075
FB007533.CDF
cdf-fecal
FB0075
FB007534.CDF
cdf-fecal
FB0075
FB007535.CDF
cdf-fecal
FB0075
FB007536.CDF
cdf-fecal
FB0075
FB007537.CDF
cdf-fecal
FB0076
FB007601.CDF
cdf-fecal
FB0076
FB007602.CDF
cdf-fecal
FB0076
FB007603.CDF
cdf-fecal
FB0076
FB007604.CDF
cdf-fecal
FB0076
FB007605.CDF
cdf-fecal
FB0076
FB007606.CDF
cdf-fecal
FB0076
FB007607.CDF
cdf-fecal
FB0076
FB007608.CDF
cdf-fecal
FB0076
FB007609.CDF
cdf-fecal
FB0076
FB007610.CDF
cdf-fecal
FB0076
FB007611.CDF
cdf-fecal
FB0076
FB007612.CDF
cdf-fecal
FB0076
FB007613.CDF
cdf-fecal
FB0076
FB007614.CDF
cdf-fecal
FB0076
FB007615.CDF
cdf-fecal
FB0076
FB007616.CDF
cdf-fecal
FB0076
FB007617.CDF
cdf-fecal
FB0076
FB007618.CDF
cdf-fecal
FB0076
FB007619.CDF
cdf-fecal
FB0076
FB007620.CDF
cdf-fecal
FB0076
FB007621.CDF
cdf-fecal
FB0076
FB007622.CDF
cdf-fecal
FB0076
FB007623.CDF
cdf-fecal
FB0076
FB007624.CDF
cdf-fecal
FB0076
FB007625.CDF
cdf-fecal
FB0076
FB007626.CDF
cdf-fecal
FB0076
FB007627.CDF
cdf-fecal
FB0076
FB007628.CDF
cdf-fecal
FB0076
FB007629.CDF
cdf-fecal
FB0076
FB007630.CDF
cdf-fecal
FB0076
FB007631.CDF
cdf-fecal
FB0076
FB007632.CDF
cdf-fecal
FB0076
FB007633.CDF
cdf-fecal
FB0076
FB007634.CDF
cdf-fecal
FB0076
FB007635.CDF
cdf-fecal
FB0076
FB007636.CDF
cdf-fecal
FB0076
FB007637.CDF
cdf-fecal
FB0077
FB007701.CDF
cdf-fecal
FB0077
FB007702.CDF
cdf-fecal
FB0077
FB007703.CDF
cdf-fecal
FB0077
FB007704.CDF
cdf-fecal
FB0077
FB007705.CDF
cdf-fecal
FB0077
FB007706.CDF
cdf-fecal
FB0077
FB007707.CDF
cdf-fecal
FB0077
FB007708.CDF
cdf-fecal
FB0077
FB007709.CDF
cdf-fecal
FB0077
FB007710.CDF
cdf-fecal
FB0077
FB007711.CDF
cdf-fecal
FB0077
FB007712.CDF
cdf-fecal
FB0077
FB007713.CDF
cdf-fecal
FB0077
FB007714.CDF
cdf-fecal
FB0077
FB007715.CDF
cdf-fecal
FB0077
FB007716.CDF
cdf-fecal
FB0077
FB007717.CDF
cdf-fecal
FB0077
FB007718.CDF
cdf-fecal
FB0077
FB007719.CDF
cdf-fecal
FB0077
FB007720.CDF
cdf-fecal
FB0077
FB007721.CDF
cdf-fecal
FB0077
FB007722.CDF
cdf-fecal
FB0077
FB007723.CDF
cdf-fecal
FB0077
FB007724.CDF
cdf-fecal
FB0077
FB007725.CDF
cdf-fecal
FB0077
FB007726.CDF
cdf-fecal
FB0077
FB007727.CDF
cdf-fecal
FB0077
FB007728.CDF
cdf-fecal
FB0077
FB007729.CDF
cdf-fecal
FB0077
FB007730.CDF
cdf-fecal
FB0077
FB007731.CDF
cdf-fecal
FB0077
FB007732.CDF
cdf-fecal
FB0077
FB007733.CDF
cdf-fecal
FB0077
FB007734.CDF
cdf-fecal
FB0077
FB007735.CDF
cdf-fecal
FB0077
FB007736.CDF
cdf-fecal
FB0077
FB007737.CDF
cdf-fecal
FB0078
FB007801.CDF
cdf-fecal
FB0078
FB007802.CDF
cdf-fecal
FB0078
FB007803.CDF
cdf-fecal
FB0078
FB007804.CDF
cdf-fecal
FB0078
FB007805.CDF
cdf-fecal
FB0078
FB007806.CDF
cdf-fecal
FB0078
FB007807.CDF
cdf-fecal
FB0078
FB007808.CDF
cdf-fecal
FB0078
FB007809.CDF
cdf-fecal
FB0078
FB007810.CDF
cdf-fecal
FB0078
FB007811.CDF
cdf-fecal
FB0078
FB007812.CDF
cdf-fecal
FB0078
FB007813.CDF
cdf-fecal
FB0078
FB007814.CDF
cdf-fecal
FB0078
FB007815.CDF
cdf-fecal
FB0078
FB007816.CDF
cdf-fecal
FB0078
FB007817.CDF
cdf-fecal
FB0078
FB007818.CDF
cdf-fecal
FB0078
FB007819.CDF
cdf-fecal
FB0078
FB007820.CDF
cdf-fecal
FB0078
FB007821.CDF
cdf-fecal
FB0078
FB007822.CDF
cdf-fecal
FB0078
FB007823.CDF
cdf-fecal
FB0078
FB007824.CDF
cdf-fecal
FB0078
FB007825.CDF
cdf-fecal
FB0078
FB007826.CDF
cdf-fecal
FB0078
FB007827.CDF
cdf-fecal
FB0078
FB007828.CDF
cdf-fecal
FB0078
FB007829.CDF
cdf-fecal
FB0078
FB007830.CDF
cdf-fecal
FB0078
FB007831.CDF
cdf-fecal
FB0078
FB007832.CDF
cdf-fecal
FB0078
FB007833.CDF
cdf-fecal
FB0078
FB007834.CDF
cdf-fecal
FB0078
FB007835.CDF
cdf-fecal
FB0078
FB007836.CDF
cdf-fecal
FB0078
FB007837.CDF
cdf-fecal
FB0079
FB007901.CDF
cdf-fecal
FB0079
FB007902.CDF
cdf-fecal
FB0079
FB007903.CDF
cdf-fecal
FB0079
FB007904.CDF
cdf-fecal
FB0079
FB007905.CDF
cdf-fecal
FB0079
FB007906.CDF
cdf-fecal
FB0079
FB007907.CDF
cdf-fecal
FB0079
FB007908.CDF
cdf-fecal
FB0079
FB007909.CDF
cdf-fecal
FB0079
FB007910.CDF
cdf-fecal
FB0079
FB007911.CDF
cdf-fecal
FB0079
FB007912.CDF
cdf-fecal
FB0079
FB007913.CDF
cdf-fecal
FB0079
FB007914.CDF
cdf-fecal
FB0079
FB007915.CDF
cdf-fecal
FB0079
FB007916.CDF
cdf-fecal
FB0079
FB007917.CDF
cdf-fecal
FB0079
FB007918.CDF
cdf-fecal
FB0079
FB007919.CDF
cdf-fecal
FB0079
FB007920.CDF
cdf-fecal
FB0079
FB007921.CDF
cdf-fecal
FB0079
FB007922.CDF
cdf-fecal
FB0079
FB007923.CDF
cdf-fecal
FB0079
FB007924.CDF
cdf-fecal
FB0079
FB007925.CDF
cdf-fecal
FB0079
FB007926.CDF
cdf-fecal
FB0079
FB007927.CDF
cdf-fecal
FB0079
FB007928.CDF
cdf-fecal
FB0079
FB007929.CDF
cdf-fecal
FB0079
FB007930.CDF
cdf-fecal
FB0079
FB007931.CDF
cdf-fecal
FB0079
FB007932.CDF
cdf-fecal
FB0079
FB007933.CDF
cdf-fecal
FB0079
FB007934.CDF
cdf-fecal
FB0079
FB007935.CDF
cdf-fecal
FB0079
FB007936.CDF
cdf-fecal
FB0079
FB007937.CDF
cdf-fecal
FB0080
FB008001.CDF
cdf-fecal
FB0080
FB008002.CDF
cdf-fecal
FB0080
FB008003.CDF
cdf-fecal
FB0080
FB008004.CDF
cdf-fecal
FB0080
FB008005.CDF
cdf-fecal
FB0080
FB008006.CDF
cdf-fecal
FB0080
FB008007.CDF
cdf-fecal
FB0080
FB008008.CDF
cdf-fecal
FB0080
FB008009.CDF
cdf-fecal
FB0080
FB008010.CDF
cdf-fecal
FB0080
FB008011.CDF
cdf-fecal
FB0080
FB008012.CDF
cdf-fecal
FB0080
FB008013.CDF
cdf-fecal
FB0080
FB008014.CDF
cdf-fecal
FB0080
FB008015.CDF
cdf-fecal
FB0080
FB008016.CDF
cdf-fecal
FB0080
FB008017.CDF
cdf-fecal
FB0080
FB008018.CDF
cdf-fecal
FB0080
FB008019.CDF
cdf-fecal
FB0080
FB008020.CDF
cdf-fecal
FB0080
FB008021.CDF
cdf-fecal
FB0080
FB008022.CDF
cdf-fecal
FB0080
FB008023.CDF
cdf-fecal
FB0080
FB008024.CDF
cdf-fecal
FB0080
FB008025.CDF
cdf-fecal
FB0080
FB008026.CDF
cdf-fecal
FB0080
FB008027.CDF
cdf-fecal
FB0080
FB008028.CDF
cdf-fecal
FB0080
FB008029.CDF
cdf-fecal
FB0080
FB008030.CDF
cdf-fecal
FB0080
FB008031.CDF
cdf-fecal
FB0080
FB008032.CDF
cdf-fecal
FB0080
FB008033.CDF
cdf-fecal
FB0080
FB008034.CDF
cdf-fecal
FB0080
FB008035.CDF
cdf-fecal
FB0080
FB008036.CDF
cdf-fecal
FB0080
FB008037.CDF
cdf-fecal
FB0081
FB008101.CDF
cdf-fecal
FB0081
FB008102.CDF
cdf-fecal
FB0081
FB008103.CDF
cdf-fecal
FB0081
FB008104.CDF
cdf-fecal
FB0081
FB008105.CDF
cdf-fecal
FB0081
FB008106.CDF
cdf-fecal
FB0081
FB008107.CDF
cdf-fecal
FB0081
FB008108.CDF
cdf-fecal
FB0081
FB008109.CDF
cdf-fecal
FB0081
FB008110.CDF
cdf-fecal
FB0081
FB008111.CDF
cdf-fecal
FB0081
FB008112.CDF
cdf-fecal
FB0081
FB008113.CDF
cdf-fecal
FB0081
FB008114.CDF
cdf-fecal
FB0081
FB008115.CDF
cdf-fecal
FB0081
FB008116.CDF
cdf-fecal
FB0081
FB008117.CDF
cdf-fecal
FB0081
FB008118.CDF
cdf-fecal
FB0081
FB008119.CDF
cdf-fecal
FB0081
FB008120.CDF
cdf-fecal
FB0081
FB008121.CDF
cdf-fecal
FB0081
FB008122.CDF
cdf-fecal
FB0081
FB008123.CDF
cdf-fecal
FB0081
FB008124.CDF
cdf-fecal
FB0081
FB008125.CDF
cdf-fecal
FB0081
FB008126.CDF
cdf-fecal
FB0081
FB008127.CDF
cdf-fecal
FB0081
FB008128.CDF
cdf-fecal
FB0081
FB008129.CDF
cdf-fecal
FB0081
FB008130.CDF
cdf-fecal
FB0081
FB008131.CDF
cdf-fecal
FB0081
FB008132.CDF
cdf-fecal
FB0081
FB008133.CDF
cdf-fecal
FB0081
FB008134.CDF
cdf-fecal
FB0081
FB008135.CDF
cdf-fecal
FB0081
FB008136.CDF
cdf-fecal
FB0081
FB008137.CDF
cdf-fecal
FB0082
FB008201.CDF
cdf-fecal
FB0082
FB008202.CDF
cdf-fecal
FB0082
FB008203.CDF
cdf-fecal
FB0082
FB008204.CDF
cdf-fecal
FB0082
FB008205.CDF
cdf-fecal
FB0082
FB008206.CDF
cdf-fecal
FB0082
FB008207.CDF
cdf-fecal
FB0082
FB008208.CDF
cdf-fecal
FB0082
FB008209.CDF
cdf-fecal
FB0082
FB008210.CDF
cdf-fecal
FB0082
FB008211.CDF
cdf-fecal
FB0082
FB008212.CDF
cdf-fecal
FB0082
FB008213.CDF
cdf-fecal
FB0082
FB008214.CDF
cdf-fecal
FB0082
FB008215.CDF
cdf-fecal
FB0082
FB008216.CDF
cdf-fecal
FB0082
FB008217.CDF
cdf-fecal
FB0082
FB008218.CDF
cdf-fecal
FB0082
FB008219.CDF
cdf-fecal
FB0082
FB008220.CDF
cdf-fecal
FB0082
FB008221.CDF
cdf-fecal
FB0082
FB008222.CDF
cdf-fecal
FB0082
FB008223.CDF
cdf-fecal
FB0082
FB008224.CDF
cdf-fecal
FB0082
FB008225.CDF
cdf-fecal
FB0082
FB008226.CDF
cdf-fecal
FB0082
FB008227.CDF
cdf-fecal
FB0082
FB008228.CDF
cdf-fecal
FB0082
FB008229.CDF
cdf-fecal
FB0082
FB008230.CDF
cdf-fecal
FB0082
FB008231.CDF
cdf-fecal
FB0082
FB008232.CDF
cdf-fecal
FB0082
FB008233.CDF
cdf-fecal
FB0082
FB008234.CDF
cdf-fecal
FB0082
FB008235.CDF
cdf-fecal
FB0082
FB008236.CDF
cdf-fecal
FB0082
FB008237.CDF
cdf-fecal
FB0083
FB008301.CDF
cdf-fecal
FB0083
FB008302.CDF
cdf-fecal
FB0083
FB008303.CDF
cdf-fecal
FB0083
FB008304.CDF
cdf-fecal
FB0083
FB008305.CDF
cdf-fecal
FB0083
FB008306.CDF
cdf-fecal
FB0083
FB008307.CDF
cdf-fecal
FB0083
FB008308.CDF
cdf-fecal
FB0083
FB008309.CDF
cdf-fecal
FB0083
FB008310.CDF
cdf-fecal
FB0083
FB008311.CDF
cdf-fecal
FB0083
FB008312.CDF
cdf-fecal
FB0083
FB008313.CDF
cdf-fecal
FB0083
FB008314.CDF
cdf-fecal
FB0083
FB008315.CDF
cdf-fecal
FB0083
FB008316.CDF
cdf-fecal
FB0083
FB008317.CDF
cdf-fecal
FB0083
FB008318.CDF
cdf-fecal
FB0083
FB008319.CDF
cdf-fecal
FB0083
FB008320.CDF
cdf-fecal
FB0083
FB008321.CDF
cdf-fecal
FB0083
FB008322.CDF
cdf-fecal
FB0083
FB008323.CDF
cdf-fecal
FB0083
FB008324.CDF
cdf-fecal
FB0083
FB008325.CDF
cdf-fecal
FB0083
FB008326.CDF
cdf-fecal
FB0083
FB008327.CDF
cdf-fecal
FB0083
FB008328.CDF
cdf-fecal
FB0083
FB008329.CDF
cdf-fecal
FB0083
FB008330.CDF
cdf-fecal
FB0083
FB008331.CDF
cdf-fecal
FB0083
FB008332.CDF
cdf-fecal
FB0083
FB008333.CDF
cdf-fecal
FB0083
FB008334.CDF
cdf-fecal
FB0083
FB008335.CDF
cdf-fecal
FB0083
FB008336.CDF
cdf-fecal
FB0083
FB008337.CDF
cdf-fecal
FB0084
FB008401.CDF
cdf-fecal
FB0084
FB008402.CDF
cdf-fecal
FB0084
FB008403.CDF
cdf-fecal
FB0084
FB008404.CDF
cdf-fecal
FB0084
FB008405.CDF
cdf-fecal
FB0084
FB008406.CDF
cdf-fecal
FB0084
FB008407.CDF
cdf-fecal
FB0084
FB008408.CDF
cdf-fecal
FB0084
FB008409.CDF
cdf-fecal
FB0084
FB008410.CDF
cdf-fecal
FB0084
FB008411.CDF
cdf-fecal
FB0084
FB008412.CDF
cdf-fecal
FB0084
FB008413.CDF
cdf-fecal
FB0084
FB008414.CDF
cdf-fecal
FB0084
FB008415.CDF
cdf-fecal
FB0084
FB008416.CDF
cdf-fecal
FB0084
FB008417.CDF
cdf-fecal
FB0084
FB008418.CDF
cdf-fecal
FB0084
FB008419.CDF
cdf-fecal
FB0084
FB008420.CDF
cdf-fecal
FB0084
FB008421.CDF
cdf-fecal
FB0084
FB008422.CDF
cdf-fecal
FB0084
FB008423.CDF
cdf-fecal
FB0084
FB008424.CDF
cdf-fecal
FB0084
FB008425.CDF
cdf-fecal
FB0084
FB008426.CDF
cdf-fecal
FB0084
FB008427.CDF
cdf-fecal
FB0084
FB008428.CDF
cdf-fecal
FB0084
FB008429.CDF
cdf-fecal
FB0084
FB008430.CDF
cdf-fecal
FB0084
FB008431.CDF
cdf-fecal
FB0084
FB008432.CDF
cdf-fecal
FB0084
FB008433.CDF
cdf-fecal
FB0084
FB008434.CDF
cdf-fecal
FB0084
FB008435.CDF
cdf-fecal
FB0084
FB008436.CDF
cdf-fecal
FB0084
FB008437.CDF
cdf-fecal
FB0085
FB008501.CDF
cdf-fecal
FB0085
FB008502.CDF
cdf-fecal
FB0085
FB008503.CDF
cdf-fecal
FB0085
FB008504.CDF
cdf-fecal
FB0085
FB008505.CDF
cdf-fecal
FB0085
FB008506.CDF
cdf-fecal
FB0085
FB008507.CDF
cdf-fecal
FB0085
FB008508.CDF
cdf-fecal
FB0085
FB008509.CDF
cdf-fecal
FB0085
FB008510.CDF
cdf-fecal
FB0085
FB008511.CDF
cdf-fecal
FB0085
FB008512.CDF
cdf-fecal
FB0085
FB008513.CDF
cdf-fecal
FB0085
FB008514.CDF
cdf-fecal
FB0085
FB008515.CDF
cdf-fecal
FB0085
FB008516.CDF
cdf-fecal
FB0085
FB008517.CDF
cdf-fecal
FB0085
FB008518.CDF
cdf-fecal
FB0085
FB008519.CDF
cdf-fecal
FB0085
FB008520.CDF
cdf-fecal
FB0085
FB008521.CDF
cdf-fecal
FB0085
FB008522.CDF
cdf-fecal
FB0085
FB008523.CDF
cdf-fecal
FB0085
FB008524.CDF
cdf-fecal
FB0085
FB008525.CDF
cdf-fecal
FB0085
FB008526.CDF
cdf-fecal
FB0085
FB008527.CDF
cdf-fecal
FB0085
FB008528.CDF
cdf-fecal
FB0085
FB008529.CDF
cdf-fecal
FB0085
FB008530.CDF
cdf-fecal
FB0085
FB008531.CDF
cdf-fecal
FB0085
FB008532.CDF
cdf-fecal
FB0085
FB008533.CDF
cdf-fecal
FB0085
FB008534.CDF
cdf-fecal
FB0085
FB008535.CDF
cdf-fecal
FB0085
FB008536.CDF
cdf-fecal
FB0085
FB008537.CDF
cdf-fecal
FB0086
FB008601.CDF
cdf-fecal
FB0086
FB008602.CDF
cdf-fecal
FB0086
FB008603.CDF
cdf-fecal
FB0086
FB008604.CDF
cdf-fecal
FB0086
FB008605.CDF
cdf-fecal
FB0086
FB008606.CDF
cdf-fecal
FB0086
FB008607.CDF
cdf-fecal
FB0086
FB008608.CDF
cdf-fecal
FB0086
FB008609.CDF
cdf-fecal
FB0086
FB008610.CDF
cdf-fecal
FB0086
FB008611.CDF
cdf-fecal
FB0086
FB008612.CDF
cdf-fecal
FB0086
FB008613.CDF
cdf-fecal
FB0086
FB008614.CDF
cdf-fecal
FB0086
FB008615.CDF
cdf-fecal
FB0086
FB008616.CDF
cdf-fecal
FB0086
FB008617.CDF
cdf-fecal
FB0086
FB008618.CDF
cdf-fecal
FB0086
FB008619.CDF
cdf-fecal
FB0086
FB008620.CDF
cdf-fecal
FB0086
FB008621.CDF
cdf-fecal
FB0086
FB008622.CDF
cdf-fecal
FB0086
FB008623.CDF
cdf-fecal
FB0086
FB008624.CDF
cdf-fecal
FB0086
FB008625.CDF
cdf-fecal
FB0086
FB008626.CDF
cdf-fecal
FB0086
FB008627.CDF
cdf-fecal
FB0086
FB008628.CDF
cdf-fecal
FB0086
FB008629.CDF
cdf-fecal
FB0086
FB008630.CDF
cdf-fecal
FB0086
FB008631.CDF
cdf-fecal
FB0086
FB008632.CDF
cdf-fecal
FB0086
FB008633.CDF
cdf-fecal
FB0086
FB008634.CDF
cdf-fecal
FB0086
FB008635.CDF
cdf-fecal
FB0086
FB008636.CDF
cdf-fecal
FB0086
FB008637.CDF
cdf-fecal
FB0087
FB008701.CDF
cdf-fecal
FB0087
FB008702.CDF
cdf-fecal
FB0087
FB008703.CDF
cdf-fecal
FB0087
FB008704.CDF
cdf-fecal
FB0087
FB008705.CDF
cdf-fecal
FB0087
FB008706.CDF
cdf-fecal
FB0087
FB008707.CDF
cdf-fecal
FB0087
FB008708.CDF
cdf-fecal
FB0087
FB008709.CDF
cdf-fecal
FB0087
FB008710.CDF
cdf-fecal
FB0087
FB008711.CDF
cdf-fecal
FB0087
FB008712.CDF
cdf-fecal
FB0087
FB008713.CDF
cdf-fecal
FB0087
FB008714.CDF
cdf-fecal
FB0087
FB008715.CDF
cdf-fecal
FB0087
FB008716.CDF
cdf-fecal
FB0087
FB008717.CDF
cdf-fecal
FB0087
FB008718.CDF
cdf-fecal
FB0087
FB008719.CDF
cdf-fecal
FB0087
FB008720.CDF
cdf-fecal
FB0087
FB008721.CDF
cdf-fecal
FB0087
FB008722.CDF
cdf-fecal
FB0087
FB008723.CDF
cdf-fecal
FB0087
FB008724.CDF
cdf-fecal
FB0087
FB008725.CDF
cdf-fecal
FB0087
FB008726.CDF
cdf-fecal
FB0087
FB008727.CDF
cdf-fecal
FB0087
FB008728.CDF
cdf-fecal
FB0087
FB008729.CDF
cdf-fecal
FB0087
FB008730.CDF
cdf-fecal
FB0087
FB008731.CDF
cdf-fecal
FB0087
FB008732.CDF
cdf-fecal
FB0087
FB008733.CDF
cdf-fecal
FB0087
FB008734.CDF
cdf-fecal
FB0087
FB008735.CDF
cdf-fecal
FB0087
FB008736.CDF
cdf-fecal
FB0087
FB008737.CDF
cdf-fecal
FB0088
FB008801.CDF
cdf-fecal
FB0088
FB008802.CDF
cdf-fecal
FB0088
FB008803.CDF
cdf-fecal
FB0088
FB008804.CDF
cdf-fecal
FB0088
FB008805.CDF
cdf-fecal
FB0088
FB008806.CDF
cdf-fecal
FB0088
FB008807.CDF
cdf-fecal
FB0088
FB008808.CDF
cdf-fecal
FB0088
FB008809.CDF
cdf-fecal
FB0088
FB008810.CDF
cdf-fecal
FB0088
FB008811.CDF
cdf-fecal
FB0088
FB008812.CDF
cdf-fecal
FB0088
FB008813.CDF
cdf-fecal
FB0088
FB008814.CDF
cdf-fecal
FB0088
FB008815.CDF
cdf-fecal
FB0088
FB008816.CDF
cdf-fecal
FB0088
FB008817.CDF
cdf-fecal
FB0088
FB008818.CDF
cdf-fecal
FB0088
FB008819.CDF
cdf-fecal
FB0088
FB008820.CDF
cdf-fecal
FB0088
FB008821.CDF
cdf-fecal
FB0088
FB008822.CDF
cdf-fecal
FB0088
FB008823.CDF
cdf-fecal
FB0088
FB008824.CDF
cdf-fecal
FB0088
FB008825.CDF
cdf-fecal
FB0088
FB008826.CDF
cdf-fecal
FB0088
FB008827.CDF
cdf-fecal
FB0088
FB008828.CDF
cdf-fecal
FB0088
FB008829.CDF
cdf-fecal
FB0088
FB008830.CDF
cdf-fecal
FB0088
FB008831.CDF
cdf-fecal
FB0088
FB008832.CDF
cdf-fecal
FB0088
FB008833.CDF
cdf-fecal
FB0088
FB008834.CDF
cdf-fecal
FB0088
FB008835.CDF
cdf-fecal
FB0088
FB008836.CDF
cdf-fecal
FB0088
FB008837.CDF
cdf-fecal
FB0089
FB008901.CDF
cdf-fecal
FB0089
FB008902.CDF
cdf-fecal
FB0089
FB008903.CDF
cdf-fecal
FB0089
FB008904.CDF
cdf-fecal
FB0089
FB008905.CDF
cdf-fecal
FB0089
FB008906.CDF
cdf-fecal
FB0089
FB008907.CDF
cdf-fecal
FB0089
FB008908.CDF
cdf-fecal
FB0089
FB008909.CDF
cdf-fecal
FB0089
FB008910.CDF
cdf-fecal
FB0089
FB008911.CDF
cdf-fecal
FB0089
FB008912.CDF
cdf-fecal
FB0089
FB008913.CDF
cdf-fecal
FB0089
FB008914.CDF
cdf-fecal
FB0089
FB008915.CDF
cdf-fecal
FB0089
FB008916.CDF
cdf-fecal
FB0089
FB008917.CDF
cdf-fecal
FB0089
FB008918.CDF
cdf-fecal
FB0089
FB008919.CDF
cdf-fecal
FB0089
FB008920.CDF
cdf-fecal
FB0089
FB008921.CDF
cdf-fecal
FB0089
FB008922.CDF
cdf-fecal
FB0089
FB008923.CDF
cdf-fecal
FB0089
FB008924.CDF
cdf-fecal
FB0089
FB008925.CDF
cdf-fecal
FB0089
FB008926.CDF
cdf-fecal
FB0089
FB008927.CDF
cdf-fecal
FB0089
FB008928.CDF
cdf-fecal
FB0089
FB008929.CDF
cdf-fecal
FB0089
FB008930.CDF
cdf-fecal
FB0089
FB008931.CDF
cdf-fecal
FB0089
FB008932.CDF
cdf-fecal
FB0089
FB008933.CDF
cdf-fecal
FB0089
FB008934.CDF
cdf-fecal
FB0089
FB008935.CDF
cdf-fecal
FB0089
FB008936.CDF
cdf-fecal
FB0089
FB008937.CDF
cdf-fecal
FB0090
FB009001.CDF
cdf-fecal
FB0090
FB009002.CDF
cdf-fecal
FB0090
FB009003.CDF
cdf-fecal
FB0090
FB009004.CDF
cdf-fecal
FB0090
FB009005.CDF
cdf-fecal
FB0090
FB009006.CDF
cdf-fecal
FB0090
FB009007.CDF
cdf-fecal
FB0090
FB009008.CDF
cdf-fecal
FB0090
FB009009.CDF
cdf-fecal
FB0090
FB009010.CDF
cdf-fecal
FB0090
FB009011.CDF
cdf-fecal
FB0090
FB009012.CDF
cdf-fecal
FB0090
FB009013.CDF
cdf-fecal
FB0090
FB009014.CDF
cdf-fecal
FB0090
FB009015.CDF
cdf-fecal
FB0090
FB009016.CDF
cdf-fecal
FB0090
FB009017.CDF
cdf-fecal
FB0090
FB009018.CDF
cdf-fecal
FB0090
FB009019.CDF
cdf-fecal
FB0090
FB009020.CDF
cdf-fecal
FB0090
FB009021.CDF
cdf-fecal
FB0090
FB009022.CDF
cdf-fecal
FB0090
FB009023.CDF
cdf-fecal
FB0090
FB009024.CDF
cdf-fecal
FB0090
FB009025.CDF
cdf-fecal
FB0090
FB009026.CDF
cdf-fecal
FB0090
FB009027.CDF
cdf-fecal
FB0090
FB009028.CDF
cdf-fecal
FB0090
FB009029.CDF
cdf-fecal
FB0090
FB009030.CDF
cdf-fecal
FB0090
FB009031.CDF
cdf-fecal
FB0090
FB009032.CDF
cdf-fecal
FB0090
FB009033.CDF
cdf-fecal
FB0090
FB009034.CDF
cdf-fecal
FB0090
FB009035.CDF
cdf-fecal
FB0090
FB009036.CDF
cdf-fecal
FB0090
FB009037.CDF
cdf-fecal
FB0091
FB009101.CDF
cdf-fecal
FB0091
FB009102.CDF
cdf-fecal
FB0091
FB009103.CDF
cdf-fecal
FB0091
FB009104.CDF
cdf-fecal
FB0091
FB009105.CDF
cdf-fecal
FB0091
FB009106.CDF
cdf-fecal
FB0091
FB009107.CDF
cdf-fecal
FB0091
FB009108.CDF
cdf-fecal
FB0091
FB009109.CDF
cdf-fecal
FB0091
FB009110.CDF
cdf-fecal
FB0091
FB009111.CDF
cdf-fecal
FB0091
FB009112.CDF
cdf-fecal
FB0091
FB009113.CDF
cdf-fecal
FB0091
FB009114.CDF
cdf-fecal
FB0091
FB009115.CDF
cdf-fecal
FB0091
FB009116.CDF
cdf-fecal
FB0091
FB009117.CDF
cdf-fecal
FB0091
FB009118.CDF
cdf-fecal
FB0091
FB009119.CDF
cdf-fecal
FB0091
FB009120.CDF
cdf-fecal
FB0091
FB009121.CDF
cdf-fecal
FB0091
FB009122.CDF
cdf-fecal
FB0091
FB009123.CDF
cdf-fecal
FB0091
FB009124.CDF
cdf-fecal
FB0091
FB009125.CDF
cdf-fecal
FB0091
FB009126.CDF
cdf-fecal
FB0091
FB009127.CDF
cdf-fecal
FB0091
FB009128.CDF
cdf-fecal
FB0091
FB009129.CDF
cdf-fecal
FB0091
FB009130.CDF
cdf-fecal
FB0091
FB009131.CDF
cdf-fecal
FB0091
FB009132.CDF
cdf-fecal
FB0091
FB009133.CDF
cdf-fecal
FB0091
FB009134.CDF
cdf-fecal
FB0091
FB009135.CDF
cdf-fecal
FB0091
FB009136.CDF
cdf-fecal
FB0091
FB009137.CDF
cdf-fecal
FB0092
FB009201.CDF
cdf-fecal
FB0092
FB009202.CDF
cdf-fecal
FB0092
FB009203.CDF
cdf-fecal
FB0092
FB009204.CDF
cdf-fecal
FB0092
FB009205.CDF
cdf-fecal
FB0092
FB009206.CDF
cdf-fecal
FB0092
FB009207.CDF
cdf-fecal
FB0092
FB009208.CDF
cdf-fecal
FB0092
FB009209.CDF
cdf-fecal
FB0092
FB009210.CDF
cdf-fecal
FB0092
FB009211.CDF
cdf-fecal
FB0092
FB009212.CDF
cdf-fecal
FB0092
FB009213.CDF
cdf-fecal
FB0092
FB009214.CDF
cdf-fecal
FB0092
FB009215.CDF
cdf-fecal
FB0092
FB009216.CDF
cdf-fecal
FB0092
FB009217.CDF
cdf-fecal
FB0092
FB009218.CDF
cdf-fecal
FB0092
FB009219.CDF
cdf-fecal
FB0092
FB009220.CDF
cdf-fecal
FB0092
FB009221.CDF
cdf-fecal
FB0092
FB009222.CDF
cdf-fecal
FB0092
FB009223.CDF
cdf-fecal
FB0092
FB009224.CDF
cdf-fecal
FB0092
FB009225.CDF
cdf-fecal
FB0092
FB009226.CDF
cdf-fecal
FB0092
FB009227.CDF
cdf-fecal
FB0092
FB009228.CDF
cdf-fecal
FB0092
FB009229.CDF
cdf-fecal
FB0092
FB009230.CDF
cdf-fecal
FB0092
FB009231.CDF
cdf-fecal
FB0092
FB009232.CDF
cdf-fecal
FB0092
FB009233.CDF
cdf-fecal
FB0092
FB009234.CDF
cdf-fecal
FB0092
FB009235.CDF
cdf-fecal
FB0092
FB009236.CDF
cdf-fecal
FB0092
FB009237.CDF
cdf-fecal
FB0093
FB009301.CDF
cdf-fecal
FB0093
FB009302.CDF
cdf-fecal
FB0093
FB009303.CDF
cdf-fecal
FB0093
FB009304.CDF
cdf-fecal
FB0093
FB009305.CDF
cdf-fecal
FB0093
FB009306.CDF
cdf-fecal
FB0093
FB009307.CDF
cdf-fecal
FB0093
FB009308.CDF
cdf-fecal
FB0093
FB009309.CDF
cdf-fecal
FB0093
FB009310.CDF
cdf-fecal
FB0093
FB009311.CDF
cdf-fecal
FB0093
FB009312.CDF
cdf-fecal
FB0093
FB009313.CDF
cdf-fecal
FB0093
FB009314.CDF
cdf-fecal
FB0093
FB009315.CDF
cdf-fecal
FB0093
FB009316.CDF
cdf-fecal
FB0093
FB009317.CDF
cdf-fecal
FB0093
FB009318.CDF
cdf-fecal
FB0093
FB009319.CDF
cdf-fecal
FB0093
FB009320.CDF
cdf-fecal
FB0093
FB009321.CDF
cdf-fecal
FB0093
FB009322.CDF
cdf-fecal
FB0093
FB009323.CDF
cdf-fecal
FB0093
FB009324.CDF
cdf-fecal
FB0093
FB009325.CDF
cdf-fecal
FB0093
FB009326.CDF
cdf-fecal
FB0093
FB009327.CDF
cdf-fecal
FB0093
FB009328.CDF
cdf-fecal
FB0093
FB009329.CDF
cdf-fecal
FB0093
FB009330.CDF
cdf-fecal
FB0093
FB009331.CDF
cdf-fecal
FB0093
FB009332.CDF
cdf-fecal
FB0093
FB009333.CDF
cdf-fecal
FB0093
FB009334.CDF
cdf-fecal
FB0093
FB009335.CDF
cdf-fecal
FB0093
FB009336.CDF
cdf-fecal
FB0093
FB009337.CDF
cdf-fecal
FB0094
FB009401.CDF
cdf-fecal
FB0094
FB009402.CDF
cdf-fecal
FB0094
FB009403.CDF
cdf-fecal
FB0094
FB009404.CDF
cdf-fecal
FB0094
FB009405.CDF
cdf-fecal
FB0094
FB009406.CDF
cdf-fecal
FB0094
FB009407.CDF
cdf-fecal
FB0094
FB009408.CDF
cdf-fecal
FB0094
FB009409.CDF
cdf-fecal
FB0094
FB009410.CDF
cdf-fecal
FB0094
FB009411.CDF
cdf-fecal
FB0094
FB009412.CDF
cdf-fecal
FB0094
FB009413.CDF
cdf-fecal
FB0094
FB009414.CDF
cdf-fecal
FB0094
FB009415.CDF
cdf-fecal
FB0094
FB009416.CDF
cdf-fecal
FB0094
FB009417.CDF
cdf-fecal
FB0094
FB009418.CDF
cdf-fecal
FB0094
FB009419.CDF
cdf-fecal
FB0094
FB009420.CDF
cdf-fecal
FB0094
FB009421.CDF
cdf-fecal
FB0094
FB009422.CDF
cdf-fecal
FB0094
FB009423.CDF
cdf-fecal
FB0094
FB009424.CDF
cdf-fecal
FB0094
FB009425.CDF
cdf-fecal
FB0094
FB009426.CDF
cdf-fecal
FB0094
FB009427.CDF
cdf-fecal
FB0094
FB009428.CDF
cdf-fecal
FB0094
FB009429.CDF
cdf-fecal
FB0094
FB009430.CDF
cdf-fecal
FB0094
FB009431.CDF
cdf-fecal
FB0094
FB009432.CDF
cdf-fecal
FB0094
FB009433.CDF
cdf-fecal
FB0094
FB009434.CDF
cdf-fecal
FB0094
FB009435.CDF
cdf-fecal
FB0094
FB009436.CDF
cdf-fecal
FB0094
FB009437.CDF
cdf-fecal
FB0095
FB009501.CDF
cdf-fecal
FB0095
FB009502.CDF
cdf-fecal
FB0095
FB009503.CDF
cdf-fecal
FB0095
FB009504.CDF
cdf-fecal
FB0095
FB009505.CDF
cdf-fecal
FB0095
FB009506.CDF
cdf-fecal
FB0095
FB009507.CDF
cdf-fecal
FB0095
FB009508.CDF
cdf-fecal
FB0095
FB009509.CDF
cdf-fecal
FB0095
FB009510.CDF
cdf-fecal
FB0095
FB009511.CDF
cdf-fecal
FB0095
FB009512.CDF
cdf-fecal
FB0095
FB009513.CDF
cdf-fecal
FB0095
FB009514.CDF
cdf-fecal
FB0095
FB009515.CDF
cdf-fecal
FB0095
FB009516.CDF
cdf-fecal
FB0095
FB009517.CDF
cdf-fecal
FB0095
FB009518.CDF
cdf-fecal
FB0095
FB009519.CDF
cdf-fecal
FB0095
FB009520.CDF
cdf-fecal
FB0095
FB009521.CDF
cdf-fecal
FB0095
FB009522.CDF
cdf-fecal
FB0095
FB009523.CDF
cdf-fecal
FB0095
FB009524.CDF
cdf-fecal
FB0095
FB009525.CDF
cdf-fecal
FB0095
FB009526.CDF
cdf-fecal
FB0095
FB009527.CDF
cdf-fecal
FB0095
FB009528.CDF
cdf-fecal
FB0095
FB009529.CDF
cdf-fecal
FB0095
FB009530.CDF
cdf-fecal
FB0095
FB009531.CDF
cdf-fecal
FB0095
FB009532.CDF
cdf-fecal
FB0095
FB009533.CDF
cdf-fecal
FB0095
FB009534.CDF
cdf-fecal
FB0095
FB009535.CDF
cdf-fecal
FB0095
FB009536.CDF
cdf-fecal
FB0095
FB009537.CDF
cdf-fecal
FB0096
FB009601.CDF
cdf-fecal
FB0096
FB009602.CDF
cdf-fecal
FB0096
FB009603.CDF
cdf-fecal
FB0096
FB009604.CDF
cdf-fecal
FB0096
FB009605.CDF
cdf-fecal
FB0096
FB009606.CDF
cdf-fecal
FB0096
FB009607.CDF
cdf-fecal
FB0096
FB009608.CDF
cdf-fecal
FB0096
FB009609.CDF
cdf-fecal
FB0096
FB009610.CDF
cdf-fecal
FB0096
FB009611.CDF
cdf-fecal
FB0096
FB009612.CDF
cdf-fecal
FB0096
FB009613.CDF
cdf-fecal
FB0096
FB009614.CDF
cdf-fecal
FB0096
FB009615.CDF
cdf-fecal
FB0096
FB009616.CDF
cdf-fecal
FB0096
FB009617.CDF
cdf-fecal
FB0096
FB009618.CDF
cdf-fecal
FB0096
FB009619.CDF
cdf-fecal
FB0096
FB009620.CDF
cdf-fecal
FB0096
FB009621.CDF
cdf-fecal
FB0096
FB009622.CDF
cdf-fecal
FB0096
FB009623.CDF
cdf-fecal
FB0096
FB009624.CDF
cdf-fecal
FB0096
FB009625.CDF
cdf-fecal
FB0096
FB009626.CDF
cdf-fecal
FB0096
FB009627.CDF
cdf-fecal
FB0096
FB009628.CDF
cdf-fecal
FB0096
FB009629.CDF
cdf-fecal
FB0096
FB009630.CDF
cdf-fecal
FB0096
FB009631.CDF
cdf-fecal
FB0096
FB009632.CDF
cdf-fecal
FB0096
FB009633.CDF
cdf-fecal
FB0096
FB009634.CDF
cdf-fecal
FB0096
FB009635.CDF
cdf-fecal
FB0096
FB009636.CDF
cdf-fecal
FB0096
FB009637.CDF
cdf-fecal
FB0097
FB009701.CDF
cdf-fecal
FB0097
FB009702.CDF
cdf-fecal
FB0097
FB009703.CDF
cdf-fecal
FB0097
FB009704.CDF
cdf-fecal
FB0097
FB009705.CDF
cdf-fecal
FB0097
FB009706.CDF
cdf-fecal
FB0097
FB009707.CDF
cdf-fecal
FB0097
FB009708.CDF
cdf-fecal
FB0097
FB009709.CDF
cdf-fecal
FB0097
FB009710.CDF
cdf-fecal
FB0097
FB009711.CDF
cdf-fecal
FB0097
FB009712.CDF
cdf-fecal
FB0097
FB009713.CDF
cdf-fecal
FB0097
FB009714.CDF
cdf-fecal
FB0097
FB009715.CDF
cdf-fecal
FB0097
FB009716.CDF
cdf-fecal
FB0097
FB009717.CDF
cdf-fecal
FB0097
FB009718.CDF
cdf-fecal
FB0097
FB009719.CDF
cdf-fecal
FB0097
FB009720.CDF
cdf-fecal
FB0097
FB009721.CDF
cdf-fecal
FB0097
FB009722.CDF
cdf-fecal
FB0097
FB009723.CDF
cdf-fecal
FB0097
FB009724.CDF
cdf-fecal
FB0097
FB009725.CDF
cdf-fecal
FB0097
FB009726.CDF
cdf-fecal
FB0097
FB009727.CDF
cdf-fecal
FB0097
FB009728.CDF
cdf-fecal
FB0097
FB009729.CDF
cdf-fecal
FB0097
FB009730.CDF
cdf-fecal
FB0097
FB009731.CDF
cdf-fecal
FB0097
FB009732.CDF
cdf-fecal
FB0097
FB009733.CDF
cdf-fecal
FB0097
FB009734.CDF
cdf-fecal
FB0097
FB009735.CDF
cdf-fecal
FB0097
FB009736.CDF
cdf-fecal
FB0097
FB009737.CDF
cdf-fecal
FB0098
FB009801.CDF
cdf-fecal
FB0098
FB009802.CDF
cdf-fecal
FB0098
FB009803.CDF
cdf-fecal
FB0098
FB009804.CDF
cdf-fecal
FB0098
FB009805.CDF
cdf-fecal
FB0098
FB009806.CDF
cdf-fecal
FB0098
FB009807.CDF
cdf-fecal
FB0098
FB009808.CDF
cdf-fecal
FB0098
FB009809.CDF
cdf-fecal
FB0098
FB009810.CDF
cdf-fecal
FB0098
FB009811.CDF
cdf-fecal
FB0098
FB009812.CDF
cdf-fecal
FB0098
FB009813.CDF
cdf-fecal
FB0098
FB009814.CDF
cdf-fecal
FB0098
FB009815.CDF
cdf-fecal
FB0098
FB009816.CDF
cdf-fecal
FB0098
FB009817.CDF
cdf-fecal
FB0098
FB009818.CDF
cdf-fecal
FB0098
FB009819.CDF
cdf-fecal
FB0098
FB009820.CDF
cdf-fecal
FB0098
FB009821.CDF
cdf-fecal
FB0098
FB009822.CDF
cdf-fecal
FB0098
FB009823.CDF
cdf-fecal
FB0098
FB009824.CDF
cdf-fecal
FB0098
FB009825.CDF
cdf-fecal
FB0098
FB009826.CDF
cdf-fecal
FB0098
FB009827.CDF
cdf-fecal
FB0098
FB009828.CDF
cdf-fecal
FB0098
FB009829.CDF
cdf-fecal
FB0098
FB009830.CDF
cdf-fecal
FB0098
FB009831.CDF
cdf-fecal
FB0098
FB009832.CDF
cdf-fecal
FB0098
FB009833.CDF
cdf-fecal
FB0098
FB009834.CDF
cdf-fecal
FB0098
FB009835.CDF
cdf-fecal
FB0098
FB009836.CDF
cdf-fecal
FB0098
FB009837.CDF
cdf-fecal
FB0099
FB009901.CDF
cdf-fecal
FB0099
FB009902.CDF
cdf-fecal
FB0099
FB009903.CDF
cdf-fecal
FB0099
FB009904.CDF
cdf-fecal
FB0099
FB009905.CDF
cdf-fecal
FB0099
FB009906.CDF
cdf-fecal
FB0099
FB009907.CDF
cdf-fecal
FB0099
FB009908.CDF
cdf-fecal
FB0099
FB009909.CDF
cdf-fecal
FB0099
FB009910.CDF
cdf-fecal
FB0099
FB009911.CDF
cdf-fecal
FB0099
FB009912.CDF
cdf-fecal
FB0099
FB009913.CDF
cdf-fecal
FB0099
FB009914.CDF
cdf-fecal
FB0099
FB009915.CDF
cdf-fecal
FB0099
FB009916.CDF
cdf-fecal
FB0099
FB009917.CDF
cdf-fecal
FB0099
FB009918.CDF
cdf-fecal
FB0099
FB009919.CDF
cdf-fecal
FB0099
FB009920.CDF
cdf-fecal
FB0099
FB009921.CDF
cdf-fecal
FB0099
FB009922.CDF
cdf-fecal
FB0099
FB009923.CDF
cdf-fecal
FB0099
FB009924.CDF
cdf-fecal
FB0099
FB009925.CDF
cdf-fecal
FB0099
FB009926.CDF
cdf-fecal
FB0099
FB009927.CDF
cdf-fecal
FB0099
FB009928.CDF
cdf-fecal
FB0099
FB009929.CDF
cdf-fecal
FB0099
FB009930.CDF
cdf-fecal
FB0099
FB009931.CDF
cdf-fecal
FB0099
FB009932.CDF
cdf-fecal
FB0099
FB009933.CDF
cdf-fecal
FB0099
FB009934.CDF
cdf-fecal
FB0099
FB009935.CDF
cdf-fecal
FB0099
FB009936.CDF
cdf-fecal
FB0099
FB009937.CDF
cdf-fecal
FB0100
FB010001.CDF
cdf-fecal
FB0100
FB010002.CDF
cdf-fecal
FB0100
FB010003.CDF
cdf-fecal
FB0100
FB010004.CDF
cdf-fecal
FB0100
FB010005.CDF
cdf-fecal
FB0100
FB010006.CDF
cdf-fecal
FB0100
FB010007.CDF
cdf-fecal
FB0100
FB010008.CDF
cdf-fecal
FB0100
FB010009.CDF
cdf-fecal
FB0100
FB010010.CDF
cdf-fecal
FB0100
FB010011.CDF
cdf-fecal
FB0100
FB010012.CDF
cdf-fecal
FB0100
FB010013.CDF
cdf-fecal
FB0100
FB010014.CDF
cdf-fecal
FB0100
FB010015.CDF
cdf-fecal
FB0100
FB010016.CDF
cdf-fecal
FB0100
FB010017.CDF
cdf-fecal
FB0100
FB010018.CDF
cdf-fecal
FB0100
FB010019.CDF
cdf-fecal
FB0100
FB010020.CDF
cdf-fecal
FB0100
FB010021.CDF
cdf-fecal
FB0100
FB010022.CDF
cdf-fecal
FB0100
FB010023.CDF
cdf-fecal
FB0100
FB010024.CDF
cdf-fecal
FB0100
FB010025.CDF
cdf-fecal
FB0100
FB010026.CDF
cdf-fecal
FB0100
FB010027.CDF
cdf-fecal
FB0100
FB010028.CDF
cdf-fecal
FB0100
FB010029.CDF
cdf-fecal
FB0100
FB010030.CDF
cdf-fecal
FB0100
FB010031.CDF
cdf-fecal
FB0100
FB010032.CDF
cdf-fecal
FB0100
FB010033.CDF
cdf-fecal
FB0100
FB010034.CDF
cdf-fecal
FB0100
FB010035.CDF
cdf-fecal
FB0100
FB010036.CDF
cdf-fecal
FB0100
FB010037.CDF
cdf-fecal
FB0101
FB010101.CDF
cdf-fecal
FB0101
FB010102.CDF
cdf-fecal
FB0101
FB010103.CDF
cdf-fecal
FB0101
FB010104.CDF
cdf-fecal
FB0101
FB010105.CDF
cdf-fecal
FB0101
FB010106.CDF
cdf-fecal
FB0101
FB010107.CDF
cdf-fecal
FB0101
FB010108.CDF
cdf-fecal
FB0101
FB010109.CDF
cdf-fecal
FB0101
FB010110.CDF
cdf-fecal
FB0101
FB010111.CDF
cdf-fecal
FB0101
FB010112.CDF
cdf-fecal
FB0101
FB010113.CDF
cdf-fecal
FB0101
FB010114.CDF
cdf-fecal
FB0101
FB010115.CDF
cdf-fecal
FB0101
FB010116.CDF
cdf-fecal
FB0101
FB010117.CDF
cdf-fecal
FB0101
FB010118.CDF
cdf-fecal
FB0101
FB010119.CDF
cdf-fecal
FB0101
FB010120.CDF
cdf-fecal
FB0101
FB010121.CDF
cdf-fecal
FB0101
FB010122.CDF
cdf-fecal
FB0101
FB010123.CDF
cdf-fecal
FB0101
FB010124.CDF
cdf-fecal
FB0101
FB010125.CDF
cdf-fecal
FB0101
FB010126.CDF
cdf-fecal
FB0101
FB010127.CDF
cdf-fecal
FB0101
FB010128.CDF
cdf-fecal
FB0101
FB010129.CDF
cdf-fecal
FB0101
FB010130.CDF
cdf-fecal
FB0101
FB010131.CDF
cdf-fecal
FB0101
FB010132.CDF
cdf-fecal
FB0101
FB010133.CDF
cdf-fecal
FB0101
FB010134.CDF
cdf-fecal
FB0101
FB010135.CDF
cdf-fecal
FB0101
FB010136.CDF
cdf-fecal
FB0101
FB010137.CDF
cdf-fecal
FB0102
FB010201.CDF
cdf-fecal
FB0102
FB010202.CDF
cdf-fecal
FB0102
FB010203.CDF
cdf-fecal
FB0102
FB010204.CDF
cdf-fecal
FB0102
FB010205.CDF
cdf-fecal
FB0102
FB010206.CDF
cdf-fecal
FB0102
FB010207.CDF
cdf-fecal
FB0102
FB010208.CDF
cdf-fecal
FB0102
FB010209.CDF
cdf-fecal
FB0102
FB010210.CDF
cdf-fecal
FB0102
FB010211.CDF
cdf-fecal
FB0102
FB010212.CDF
cdf-fecal
FB0102
FB010213.CDF
cdf-fecal
FB0102
FB010214.CDF
cdf-fecal
FB0102
FB010215.CDF
cdf-fecal
FB0102
FB010216.CDF
cdf-fecal
FB0102
FB010217.CDF
cdf-fecal
FB0102
FB010218.CDF
cdf-fecal
FB0102
FB010219.CDF
cdf-fecal
FB0102
FB010220.CDF
cdf-fecal
FB0102
FB010221.CDF
cdf-fecal
FB0102
FB010222.CDF
cdf-fecal
FB0102
FB010223.CDF
cdf-fecal
FB0102
FB010224.CDF
cdf-fecal
FB0102
FB010225.CDF
cdf-fecal
FB0102
FB010226.CDF
cdf-fecal
FB0102
FB010227.CDF
cdf-fecal
FB0102
FB010228.CDF
cdf-fecal
FB0102
FB010229.CDF
cdf-fecal
FB0102
FB010230.CDF
cdf-fecal
FB0102
FB010231.CDF
cdf-fecal
FB0102
FB010232.CDF
cdf-fecal
FB0102
FB010233.CDF
cdf-fecal
FB0102
FB010234.CDF
cdf-fecal
FB0102
FB010235.CDF
cdf-fecal
FB0102
FB010236.CDF
cdf-fecal
FB0102
FB010237.CDF
cdf-fecal
FB0103
FB010301.CDF
cdf-fecal
FB0103
FB010302.CDF
cdf-fecal
FB0103
FB010303.CDF
cdf-fecal
FB0103
FB010304.CDF
cdf-fecal
FB0103
FB010305.CDF
cdf-fecal
FB0103
FB010306.CDF
cdf-fecal
FB0103
FB010307.CDF
cdf-fecal
FB0103
FB010308.CDF
cdf-fecal
FB0103
FB010309.CDF
cdf-fecal
FB0103
FB010310.CDF
cdf-fecal
FB0103
FB010311.CDF
cdf-fecal
FB0103
FB010312.CDF
cdf-fecal
FB0103
FB010313.CDF
cdf-fecal
FB0103
FB010314.CDF
cdf-fecal
FB0103
FB010315.CDF
cdf-fecal
FB0103
FB010316.CDF
cdf-fecal
FB0103
FB010317.CDF
cdf-fecal
FB0103
FB010318.CDF
cdf-fecal
FB0103
FB010319.CDF
cdf-fecal
FB0103
FB010320.CDF
cdf-fecal
FB0103
FB010321.CDF
cdf-fecal
FB0103
FB010322.CDF
cdf-fecal
FB0103
FB010323.CDF
cdf-fecal
FB0103
FB010324.CDF
cdf-fecal
FB0103
FB010325.CDF
cdf-fecal
FB0103
FB010326.CDF
cdf-fecal
FB0103
FB010327.CDF
cdf-fecal
FB0103
FB010328.CDF
cdf-fecal
FB0103
FB010329.CDF
cdf-fecal
FB0103
FB010330.CDF
cdf-fecal
FB0103
FB010331.CDF
cdf-fecal
FB0103
FB010332.CDF
cdf-fecal
FB0103
FB010333.CDF
cdf-fecal
FB0103
FB010334.CDF
cdf-fecal
FB0103
FB010335.CDF
cdf-fecal
FB0103
FB010336.CDF
cdf-fecal
FB0103
FB010337.CDF
cdf-fecal
FB0104
FB010401.CDF
cdf-fecal
FB0104
FB010402.CDF
cdf-fecal
FB0104
FB010403.CDF
cdf-fecal
FB0104
FB010404.CDF
cdf-fecal
FB0104
FB010405.CDF
cdf-fecal
FB0104
FB010406.CDF
cdf-fecal
FB0104
FB010407.CDF
cdf-fecal
FB0104
FB010408.CDF
cdf-fecal
FB0104
FB010409.CDF
cdf-fecal
FB0104
FB010410.CDF
cdf-fecal
FB0104
FB010411.CDF
cdf-fecal
FB0104
FB010412.CDF
cdf-fecal
FB0104
FB010413.CDF
cdf-fecal
FB0104
FB010414.CDF
cdf-fecal
FB0104
FB010415.CDF
cdf-fecal
FB0104
FB010416.CDF
cdf-fecal
FB0104
FB010417.CDF
cdf-fecal
FB0104
FB010418.CDF
cdf-fecal
FB0104
FB010419.CDF
cdf-fecal
FB0104
FB010420.CDF
cdf-fecal
FB0104
FB010421.CDF
cdf-fecal
FB0104
FB010422.CDF
cdf-fecal
FB0104
FB010423.CDF
cdf-fecal
FB0104
FB010424.CDF
cdf-fecal
FB0104
FB010425.CDF
cdf-fecal
FB0104
FB010426.CDF
cdf-fecal
FB0104
FB010427.CDF
cdf-fecal
FB0104
FB010428.CDF
cdf-fecal
FB0104
FB010429.CDF
cdf-fecal
FB0104
FB010430.CDF
cdf-fecal
FB0104
FB010431.CDF
cdf-fecal
FB0104
FB010432.CDF
cdf-fecal
FB0104
FB010433.CDF
cdf-fecal
FB0104
FB010434.CDF
cdf-fecal
FB0104
FB010435.CDF
cdf-fecal
FB0104
FB010436.CDF
cdf-fecal
FB0104
FB010437.CDF
cdf-fecal
FB0105
FB010501.CDF
cdf-fecal
FB0105
FB010502.CDF
cdf-fecal
FB0105
FB010503.CDF
cdf-fecal
FB0105
FB010504.CDF
cdf-fecal
FB0105
FB010505.CDF
cdf-fecal
FB0105
FB010506.CDF
cdf-fecal
FB0105
FB010507.CDF
cdf-fecal
FB0105
FB010508.CDF
cdf-fecal
FB0105
FB010509.CDF
cdf-fecal
FB0105
FB010510.CDF
cdf-fecal
FB0105
FB010511.CDF
cdf-fecal
FB0105
FB010512.CDF
cdf-fecal
FB0105
FB010513.CDF
cdf-fecal
FB0105
FB010514.CDF
cdf-fecal
FB0105
FB010515.CDF
cdf-fecal
FB0105
FB010516.CDF
cdf-fecal
FB0105
FB010517.CDF
cdf-fecal
FB0105
FB010518.CDF
cdf-fecal
FB0105
FB010519.CDF
cdf-fecal
FB0105
FB010520.CDF
cdf-fecal
FB0105
FB010521.CDF
cdf-fecal
FB0105
FB010522.CDF
cdf-fecal
FB0105
FB010523.CDF
cdf-fecal
FB0105
FB010524.CDF
cdf-fecal
FB0105
FB010525.CDF
cdf-fecal
FB0105
FB010526.CDF
cdf-fecal
FB0105
FB010527.CDF
cdf-fecal
FB0105
FB010528.CDF
cdf-fecal
FB0105
FB010529.CDF
cdf-fecal
FB0105
FB010530.CDF
cdf-fecal
FB0105
FB010531.CDF
cdf-fecal
FB0105
FB010532.CDF
cdf-fecal
FB0105
FB010533.CDF
cdf-fecal
FB0105
FB010534.CDF
cdf-fecal
FB0105
FB010535.CDF
cdf-fecal
FB0105
FB010536.CDF
cdf-fecal
FB0105
FB010537.CDF
cdf-fecal
FB0106
FB010601.CDF
cdf-fecal
FB0106
FB010602.CDF
cdf-fecal
FB0106
FB010603.CDF
cdf-fecal
FB0106
FB010604.CDF
cdf-fecal
FB0106
FB010605.CDF
cdf-fecal
FB0106
FB010606.CDF
cdf-fecal
FB0106
FB010607.CDF
cdf-fecal
FB0106
FB010608.CDF
cdf-fecal
FB0106
FB010609.CDF
cdf-fecal
FB0106
FB010610.CDF
cdf-fecal
FB0106
FB010611.CDF
cdf-fecal
FB0106
FB010612.CDF
cdf-fecal
FB0106
FB010613.CDF
cdf-fecal
FB0106
FB010614.CDF
cdf-fecal
FB0106
FB010615.CDF
cdf-fecal
FB0106
FB010616.CDF
cdf-fecal
FB0106
FB010617.CDF
cdf-fecal
FB0106
FB010618.CDF
cdf-fecal
FB0106
FB010619.CDF
cdf-fecal
FB0106
FB010620.CDF
cdf-fecal
FB0106
FB010621.CDF
cdf-fecal
FB0106
FB010622.CDF
cdf-fecal
FB0106
FB010623.CDF
cdf-fecal
FB0106
FB010624.CDF
cdf-fecal
FB0106
FB010625.CDF
cdf-fecal
FB0106
FB010626.CDF
cdf-fecal
FB0106
FB010627.CDF
cdf-fecal
FB0106
FB010628.CDF
cdf-fecal
FB0106
FB010629.CDF
cdf-fecal
FB0106
FB010630.CDF
cdf-fecal
FB0106
FB010631.CDF
cdf-fecal
FB0106
FB010632.CDF
cdf-fecal
FB0106
FB010633.CDF
cdf-fecal
FB0106
FB010634.CDF
cdf-fecal
FB0106
FB010635.CDF
cdf-fecal
FB0106
FB010636.CDF
cdf-fecal
FB0106
FB010637.CDF
cdf-fecal
FB0107
FB010701.CDF
cdf-fecal
FB0107
FB010702.CDF
cdf-fecal
FB0107
FB010703.CDF
cdf-fecal
FB0107
FB010704.CDF
cdf-fecal
FB0107
FB010705.CDF
cdf-fecal
FB0107
FB010706.CDF
cdf-fecal
FB0107
FB010707.CDF
cdf-fecal
FB0107
FB010708.CDF
cdf-fecal
FB0107
FB010709.CDF
cdf-fecal
FB0107
FB010710.CDF
cdf-fecal
FB0107
FB010711.CDF
cdf-fecal
FB0107
FB010712.CDF
cdf-fecal
FB0107
FB010713.CDF
cdf-fecal
FB0107
FB010714.CDF
cdf-fecal
FB0107
FB010715.CDF
cdf-fecal
FB0107
FB010716.CDF
cdf-fecal
FB0107
FB010717.CDF
cdf-fecal
FB0107
FB010718.CDF
cdf-fecal
FB0107
FB010719.CDF
cdf-fecal
FB0107
FB010720.CDF
cdf-fecal
FB0107
FB010721.CDF
cdf-fecal
FB0107
FB010722.CDF
cdf-fecal
FB0107
FB010723.CDF
cdf-fecal
FB0107
FB010724.CDF
cdf-fecal
FB0107
FB010725.CDF
cdf-fecal
FB0107
FB010726.CDF
cdf-fecal
FB0107
FB010727.CDF
cdf-fecal
FB0107
FB010728.CDF
cdf-fecal
FB0107
FB010729.CDF
cdf-fecal
FB0107
FB010730.CDF
cdf-fecal
FB0107
FB010731.CDF
cdf-fecal
FB0107
FB010732.CDF
cdf-fecal
FB0107
FB010733.CDF
cdf-fecal
FB0107
FB010734.CDF
cdf-fecal
FB0107
FB010735.CDF
cdf-fecal
FB0107
FB010736.CDF
cdf-fecal
FB0107
FB010737.CDF
cdf-fecal
FB0108
FB010801.CDF
cdf-fecal
FB0108
FB010802.CDF
cdf-fecal
FB0108
FB010803.CDF
cdf-fecal
FB0108
FB010804.CDF
cdf-fecal
FB0108
FB010805.CDF
cdf-fecal
FB0108
FB010806.CDF
cdf-fecal
FB0108
FB010807.CDF
cdf-fecal
FB0108
FB010808.CDF
cdf-fecal
FB0108
FB010809.CDF
cdf-fecal
FB0108
FB010810.CDF
cdf-fecal
FB0108
FB010811.CDF
cdf-fecal
FB0108
FB010812.CDF
cdf-fecal
FB0108
FB010813.CDF
cdf-fecal
FB0108
FB010814.CDF
cdf-fecal
FB0108
FB010815.CDF
cdf-fecal
FB0108
FB010816.CDF
cdf-fecal
FB0108
FB010817.CDF
cdf-fecal
FB0108
FB010818.CDF
cdf-fecal
FB0108
FB010819.CDF
cdf-fecal
FB0108
FB010820.CDF
cdf-fecal
FB0108
FB010821.CDF
cdf-fecal
FB0108
FB010822.CDF
cdf-fecal
FB0108
FB010823.CDF
cdf-fecal
FB0108
FB010824.CDF
cdf-fecal
FB0108
FB010825.CDF
cdf-fecal
FB0108
FB010826.CDF
cdf-fecal
FB0108
FB010827.CDF
cdf-fecal
FB0108
FB010828.CDF
cdf-fecal
FB0108
FB010829.CDF
cdf-fecal
FB0108
FB010830.CDF
cdf-fecal
FB0108
FB010831.CDF
cdf-fecal
FB0108
FB010832.CDF
cdf-fecal
FB0108
FB010833.CDF
cdf-fecal
FB0108
FB010834.CDF
cdf-fecal
FB0108
FB010835.CDF
cdf-fecal
FB0108
FB010836.CDF
cdf-fecal
FB0108
FB010837.CDF
cdf-fecal
FB0109
FB010901.CDF
cdf-fecal
FB0109
FB010902.CDF
cdf-fecal
FB0109
FB010903.CDF
cdf-fecal
FB0109
FB010904.CDF
cdf-fecal
FB0109
FB010905.CDF
cdf-fecal
FB0109
FB010906.CDF
cdf-fecal
FB0109
FB010907.CDF
cdf-fecal
FB0109
FB010908.CDF
cdf-fecal
FB0109
FB010909.CDF
cdf-fecal
FB0109
FB010910.CDF
cdf-fecal
FB0109
FB010911.CDF
cdf-fecal
FB0109
FB010912.CDF
cdf-fecal
FB0109
FB010913.CDF
cdf-fecal
FB0109
FB010914.CDF
cdf-fecal
FB0109
FB010915.CDF
cdf-fecal
FB0109
FB010916.CDF
cdf-fecal
FB0109
FB010917.CDF
cdf-fecal
FB0109
FB010918.CDF
cdf-fecal
FB0109
FB010919.CDF
cdf-fecal
FB0109
FB010920.CDF
cdf-fecal
FB0109
FB010921.CDF
cdf-fecal
FB0109
FB010922.CDF
cdf-fecal
FB0109
FB010923.CDF
cdf-fecal
FB0109
FB010924.CDF
cdf-fecal
FB0109
FB010925.CDF
cdf-fecal
FB0109
FB010926.CDF
cdf-fecal
FB0109
FB010927.CDF
cdf-fecal
FB0109
FB010928.CDF
cdf-fecal
FB0109
FB010929.CDF
cdf-fecal
FB0109
FB010930.CDF
cdf-fecal
FB0109
FB010931.CDF
cdf-fecal
FB0109
FB010932.CDF
cdf-fecal
FB0109
FB010933.CDF
cdf-fecal
FB0109
FB010934.CDF
cdf-fecal
FB0109
FB010935.CDF
cdf-fecal
FB0109
FB010936.CDF
cdf-fecal
FB0109
FB010937.CDF
cdf-fecal
FB0110
FB011001.CDF
cdf-fecal
FB0110
FB011002.CDF
cdf-fecal
FB0110
FB011003.CDF
cdf-fecal
FB0110
FB011004.CDF
cdf-fecal
FB0110
FB011005.CDF
cdf-fecal
FB0110
FB011006.CDF
cdf-fecal
FB0110
FB011007.CDF
cdf-fecal
FB0110
FB011008.CDF
cdf-fecal
FB0110
FB011009.CDF
cdf-fecal
FB0110
FB011010.CDF
cdf-fecal
FB0110
FB011011.CDF
cdf-fecal
FB0110
FB011012.CDF
cdf-fecal
FB0110
FB011013.CDF
cdf-fecal
FB0110
FB011014.CDF
cdf-fecal
FB0110
FB011015.CDF
cdf-fecal
FB0110
FB011016.CDF
cdf-fecal
FB0110
FB011017.CDF
cdf-fecal
FB0110
FB011018.CDF
cdf-fecal
FB0110
FB011019.CDF
cdf-fecal
FB0110
FB011020.CDF
cdf-fecal
FB0110
FB011021.CDF
cdf-fecal
FB0110
FB011022.CDF
cdf-fecal
FB0110
FB011023.CDF
cdf-fecal
FB0110
FB011024.CDF
cdf-fecal
FB0110
FB011025.CDF
cdf-fecal
FB0110
FB011026.CDF
cdf-fecal
FB0110
FB011027.CDF
cdf-fecal
FB0110
FB011028.CDF
cdf-fecal
FB0110
FB011029.CDF
cdf-fecal
FB0110
FB011030.CDF
cdf-fecal
FB0110
FB011031.CDF
cdf-fecal
FB0110
FB011032.CDF
cdf-fecal
FB0110
FB011033.CDF
cdf-fecal
FB0110
FB011034.CDF
cdf-fecal
FB0110
FB011035.CDF
cdf-fecal
FB0110
FB011036.CDF
cdf-fecal
FB0110
FB011037.CDF
cdf-fecal
FB0111
FB011101.CDF
cdf-fecal
FB0111
FB011102.CDF
cdf-fecal
FB0111
FB011103.CDF
cdf-fecal
FB0111
FB011104.CDF
cdf-fecal
FB0111
FB011105.CDF
cdf-fecal
FB0111
FB011106.CDF
cdf-fecal
FB0111
FB011107.CDF
cdf-fecal
FB0111
FB011108.CDF
cdf-fecal
FB0111
FB011109.CDF
cdf-fecal
FB0111
FB011110.CDF
cdf-fecal
FB0111
FB011111.CDF
cdf-fecal
FB0111
FB011112.CDF
cdf-fecal
FB0111
FB011113.CDF
cdf-fecal
FB0111
FB011114.CDF
cdf-fecal
FB0111
FB011115.CDF
cdf-fecal
FB0111
FB011116.CDF
cdf-fecal
FB0111
FB011117.CDF
cdf-fecal
FB0111
FB011118.CDF
cdf-fecal
FB0111
FB011119.CDF
cdf-fecal
FB0111
FB011120.CDF
cdf-fecal
FB0111
FB011121.CDF
cdf-fecal
FB0111
FB011122.CDF
cdf-fecal
FB0111
FB011123.CDF
cdf-fecal
FB0111
FB011124.CDF
cdf-fecal
FB0111
FB011125.CDF
cdf-fecal
FB0111
FB011126.CDF
cdf-fecal
FB0111
FB011127.CDF
cdf-fecal
FB0111
FB011128.CDF
cdf-fecal
FB0111
FB011129.CDF
cdf-fecal
FB0111
FB011130.CDF
cdf-fecal
FB0111
FB011131.CDF
cdf-fecal
FB0111
FB011132.CDF
cdf-fecal
FB0111
FB011133.CDF
cdf-fecal
FB0111
FB011134.CDF
cdf-fecal
FB0111
FB011135.CDF
cdf-fecal
FB0111
FB011136.CDF
cdf-fecal
FB0111
FB011137.CDF
cdf-fecal
FB0112
FB011201.CDF
cdf-fecal
FB0112
FB011202.CDF
cdf-fecal
FB0112
FB011203.CDF
cdf-fecal
FB0112
FB011204.CDF
cdf-fecal
FB0112
FB011205.CDF
cdf-fecal
FB0112
FB011206.CDF
cdf-fecal
FB0112
FB011207.CDF
cdf-fecal
FB0112
FB011208.CDF
cdf-fecal
FB0112
FB011209.CDF
cdf-fecal
FB0112
FB011210.CDF
cdf-fecal
FB0112
FB011211.CDF
cdf-fecal
FB0112
FB011212.CDF
cdf-fecal
FB0112
FB011213.CDF
cdf-fecal
FB0112
FB011214.CDF
cdf-fecal
FB0112
FB011215.CDF
cdf-fecal
FB0112
FB011216.CDF
cdf-fecal
FB0112
FB011217.CDF
cdf-fecal
FB0112
FB011218.CDF
cdf-fecal
FB0112
FB011219.CDF
cdf-fecal
FB0112
FB011220.CDF
cdf-fecal
FB0112
FB011221.CDF
cdf-fecal
FB0112
FB011222.CDF
cdf-fecal
FB0112
FB011223.CDF
cdf-fecal
FB0112
FB011224.CDF
cdf-fecal
FB0112
FB011225.CDF
cdf-fecal
FB0112
FB011226.CDF
cdf-fecal
FB0112
FB011227.CDF
cdf-fecal
FB0112
FB011228.CDF
cdf-fecal
FB0112
FB011229.CDF
cdf-fecal
FB0112
FB011230.CDF
cdf-fecal
FB0112
FB011231.CDF
cdf-fecal
FB0112
FB011232.CDF
cdf-fecal
FB0112
FB011233.CDF
cdf-fecal
FB0112
FB011234.CDF
cdf-fecal
FB0112
FB011235.CDF
cdf-fecal
FB0112
FB011236.CDF
cdf-fecal
FB0112
FB011237.CDF
cdf-fecal
FB0113
FB011301.CDF
cdf-fecal
FB0113
FB011302.CDF
cdf-fecal
FB0113
FB011303.CDF
cdf-fecal
FB0113
FB011304.CDF
cdf-fecal
FB0113
FB011305.CDF
cdf-fecal
FB0113
FB011306.CDF
cdf-fecal
FB0113
FB011307.CDF
cdf-fecal
FB0113
FB011308.CDF
cdf-fecal
FB0113
FB011309.CDF
cdf-fecal
FB0113
FB011310.CDF
cdf-fecal
FB0113
FB011311.CDF
cdf-fecal
FB0113
FB011312.CDF
cdf-fecal
FB0113
FB011313.CDF
cdf-fecal
FB0113
FB011314.CDF
cdf-fecal
FB0113
FB011315.CDF
cdf-fecal
FB0113
FB011316.CDF
cdf-fecal
FB0113
FB011317.CDF
cdf-fecal
FB0113
FB011318.CDF
cdf-fecal
FB0113
FB011319.CDF
cdf-fecal
FB0113
FB011320.CDF
cdf-fecal
FB0113
FB011321.CDF
cdf-fecal
FB0113
FB011322.CDF
cdf-fecal
FB0113
FB011323.CDF
cdf-fecal
FB0113
FB011324.CDF
cdf-fecal
FB0113
FB011325.CDF
cdf-fecal
FB0113
FB011326.CDF
cdf-fecal
FB0113
FB011327.CDF
cdf-fecal
FB0113
FB011328.CDF
cdf-fecal
FB0113
FB011329.CDF
cdf-fecal
FB0113
FB011330.CDF
cdf-fecal
FB0113
FB011331.CDF
cdf-fecal
FB0113
FB011332.CDF
cdf-fecal
FB0113
FB011333.CDF
cdf-fecal
FB0113
FB011334.CDF
cdf-fecal
FB0113
FB011335.CDF
cdf-fecal
FB0113
FB011336.CDF
cdf-fecal
FB0113
FB011337.CDF
cdf-fecal
FB0114
FB011401.CDF
cdf-fecal
FB0114
FB011402.CDF
cdf-fecal
FB0114
FB011403.CDF
cdf-fecal
FB0114
FB011404.CDF
cdf-fecal
FB0114
FB011405.CDF
cdf-fecal
FB0114
FB011406.CDF
cdf-fecal
FB0114
FB011407.CDF
cdf-fecal
FB0114
FB011408.CDF
cdf-fecal
FB0114
FB011409.CDF
cdf-fecal
FB0114
FB011410.CDF
cdf-fecal
FB0114
FB011411.CDF
cdf-fecal
FB0114
FB011412.CDF
cdf-fecal
FB0114
FB011413.CDF
cdf-fecal
FB0114
FB011414.CDF
cdf-fecal
FB0114
FB011415.CDF
cdf-fecal
FB0114
FB011416.CDF
cdf-fecal
FB0114
FB011417.CDF
cdf-fecal
FB0114
FB011418.CDF
cdf-fecal
FB0114
FB011419.CDF
cdf-fecal
FB0114
FB011420.CDF
cdf-fecal
FB0114
FB011421.CDF
cdf-fecal
FB0114
FB011422.CDF
cdf-fecal
FB0114
FB011423.CDF
cdf-fecal
FB0114
FB011424.CDF
cdf-fecal
FB0114
FB011425.CDF
cdf-fecal
FB0114
FB011426.CDF
cdf-fecal
FB0114
FB011427.CDF
cdf-fecal
FB0114
FB011428.CDF
cdf-fecal
FB0114
FB011429.CDF
cdf-fecal
FB0114
FB011430.CDF
cdf-fecal
FB0114
FB011431.CDF
cdf-fecal
FB0114
FB011432.CDF
cdf-fecal
FB0114
FB011433.CDF
cdf-fecal
FB0114
FB011434.CDF
cdf-fecal
FB0114
FB011435.CDF
cdf-fecal
FB0114
FB011436.CDF
cdf-fecal
FB0114
FB011437.CDF
cdf-fecal
FB0115
FB011501.CDF
cdf-fecal
FB0115
FB011502.CDF
cdf-fecal
FB0115
FB011503.CDF
cdf-fecal
FB0115
FB011504.CDF
cdf-fecal
FB0115
FB011505.CDF
cdf-fecal
FB0115
FB011506.CDF
cdf-fecal
FB0115
FB011507.CDF
cdf-fecal
FB0115
FB011508.CDF
cdf-fecal
FB0115
FB011509.CDF
cdf-fecal
FB0115
FB011510.CDF
cdf-fecal
FB0115
FB011511.CDF
cdf-fecal
FB0115
FB011512.CDF
cdf-fecal
FB0115
FB011513.CDF
cdf-fecal
FB0115
FB011514.CDF
cdf-fecal
FB0115
FB011515.CDF
cdf-fecal
FB0115
FB011516.CDF
cdf-fecal
FB0115
FB011517.CDF
cdf-fecal
FB0115
FB011518.CDF
cdf-fecal
FB0115
FB011519.CDF
cdf-fecal
FB0115
FB011520.CDF
cdf-fecal
FB0115
FB011521.CDF
cdf-fecal
FB0115
FB011522.CDF
cdf-fecal
FB0115
FB011523.CDF
cdf-fecal
FB0115
FB011524.CDF
cdf-fecal
FB0115
FB011525.CDF
cdf-fecal
FB0115
FB011526.CDF
cdf-fecal
FB0115
FB011527.CDF
cdf-fecal
FB0115
FB011528.CDF
cdf-fecal
FB0115
FB011529.CDF
cdf-fecal
FB0115
FB011530.CDF
cdf-fecal
FB0115
FB011531.CDF
cdf-fecal
FB0115
FB011532.CDF
cdf-fecal
FB0115
FB011533.CDF
cdf-fecal
FB0115
FB011534.CDF
cdf-fecal
FB0115
FB011535.CDF
cdf-fecal
FB0115
FB011536.CDF
cdf-fecal
FB0115
FB011537.CDF
cdf-fecal
FB0116
FB011601.CDF
cdf-fecal
FB0116
FB011602.CDF
cdf-fecal
FB0116
FB011603.CDF
cdf-fecal
FB0116
FB011604.CDF
cdf-fecal
FB0116
FB011605.CDF
cdf-fecal
FB0116
FB011606.CDF
cdf-fecal
FB0116
FB011607.CDF
cdf-fecal
FB0116
FB011608.CDF
cdf-fecal
FB0116
FB011609.CDF
cdf-fecal
FB0116
FB011610.CDF
cdf-fecal
FB0116
FB011611.CDF
cdf-fecal
FB0116
FB011612.CDF
cdf-fecal
FB0116
FB011613.CDF
cdf-fecal
FB0116
FB011614.CDF
cdf-fecal
FB0116
FB011615.CDF
cdf-fecal
FB0116
FB011616.CDF
cdf-fecal
FB0116
FB011617.CDF
cdf-fecal
FB0116
FB011618.CDF
cdf-fecal
FB0116
FB011619.CDF
cdf-fecal
FB0116
FB011620.CDF
cdf-fecal
FB0116
FB011621.CDF
cdf-fecal
FB0116
FB011622.CDF
cdf-fecal
FB0116
FB011623.CDF
cdf-fecal
FB0116
FB011624.CDF
cdf-fecal
FB0116
FB011625.CDF
cdf-fecal
FB0116
FB011626.CDF
cdf-fecal
FB0116
FB011627.CDF
cdf-fecal
FB0116
FB011628.CDF
cdf-fecal
FB0116
FB011629.CDF
cdf-fecal
FB0116
FB011630.CDF
cdf-fecal
FB0116
FB011631.CDF
cdf-fecal
FB0116
FB011632.CDF
cdf-fecal
FB0116
FB011633.CDF
cdf-fecal
FB0116
FB011634.CDF
cdf-fecal
FB0116
FB011635.CDF
cdf-fecal
FB0116
FB011636.CDF
cdf-fecal
FB0116
FB011637.CDF
cdf-fecal
FB0117
FB011701.CDF
cdf-fecal
FB0117
FB011702.CDF
cdf-fecal
FB0117
FB011703.CDF
cdf-fecal
FB0117
FB011704.CDF
cdf-fecal
FB0117
FB011705.CDF
cdf-fecal
FB0117
FB011706.CDF
cdf-fecal
FB0117
FB011707.CDF
cdf-fecal
FB0117
FB011708.CDF
cdf-fecal
FB0117
FB011709.CDF
cdf-fecal
FB0117
FB011710.CDF
cdf-fecal
FB0117
FB011711.CDF
cdf-fecal
FB0117
FB011712.CDF
cdf-fecal
FB0117
FB011713.CDF
cdf-fecal
FB0117
FB011714.CDF
cdf-fecal
FB0117
FB011715.CDF
cdf-fecal
FB0117
FB011716.CDF
cdf-fecal
FB0117
FB011717.CDF
cdf-fecal
FB0117
FB011718.CDF
cdf-fecal
FB0117
FB011719.CDF
cdf-fecal
FB0117
FB011720.CDF
cdf-fecal
FB0117
FB011721.CDF
cdf-fecal
FB0117
FB011722.CDF
cdf-fecal
FB0117
FB011723.CDF
cdf-fecal
FB0117
FB011724.CDF
cdf-fecal
FB0117
FB011725.CDF
cdf-fecal
FB0117
FB011726.CDF
cdf-fecal
FB0117
FB011727.CDF
cdf-fecal
FB0117
FB011728.CDF
cdf-fecal
FB0117
FB011729.CDF
cdf-fecal
FB0117
FB011730.CDF
cdf-fecal
FB0117
FB011731.CDF
cdf-fecal
FB0117
FB011732.CDF
cdf-fecal
FB0117
FB011733.CDF
cdf-fecal
FB0117
FB011734.CDF
cdf-fecal
FB0117
FB011735.CDF
cdf-fecal
FB0117
FB011736.CDF
cdf-fecal
FB0117
FB011737.CDF
cdf-fecal
FB0118
FB011801.CDF
cdf-fecal
FB0118
FB011802.CDF
cdf-fecal
FB0118
FB011803.CDF
cdf-fecal
FB0118
FB011804.CDF
cdf-fecal
FB0118
FB011805.CDF
cdf-fecal
FB0118
FB011806.CDF
cdf-fecal
FB0118
FB011807.CDF
cdf-fecal
FB0118
FB011808.CDF
cdf-fecal
FB0118
FB011809.CDF
cdf-fecal
FB0118
FB011810.CDF
cdf-fecal
FB0118
FB011811.CDF
cdf-fecal
FB0118
FB011812.CDF
cdf-fecal
FB0118
FB011813.CDF
cdf-fecal
FB0118
FB011814.CDF
cdf-fecal
FB0118
FB011815.CDF
cdf-fecal
FB0118
FB011816.CDF
cdf-fecal
FB0118
FB011817.CDF
cdf-fecal
FB0118
FB011818.CDF
cdf-fecal
FB0118
FB011819.CDF
cdf-fecal
FB0118
FB011820.CDF
cdf-fecal
FB0118
FB011821.CDF
cdf-fecal
FB0118
FB011822.CDF
cdf-fecal
FB0118
FB011823.CDF
cdf-fecal
FB0118
FB011824.CDF
cdf-fecal
FB0118
FB011825.CDF
cdf-fecal
FB0118
FB011826.CDF
cdf-fecal
FB0118
FB011827.CDF
cdf-fecal
FB0118
FB011828.CDF
cdf-fecal
FB0118
FB011829.CDF
cdf-fecal
FB0118
FB011830.CDF
cdf-fecal
FB0118
FB011831.CDF
cdf-fecal
FB0118
FB011832.CDF
cdf-fecal
FB0118
FB011833.CDF
cdf-fecal
FB0118
FB011834.CDF
cdf-fecal
FB0118
FB011835.CDF
cdf-fecal
FB0118
FB011836.CDF
cdf-fecal
FB0118
FB011837.CDF
cdf-fecal
FB0119
FB011901.CDF
cdf-fecal
FB0119
FB011902.CDF
cdf-fecal
FB0119
FB011903.CDF
cdf-fecal
FB0119
FB011904.CDF
cdf-fecal
FB0119
FB011905.CDF
cdf-fecal
FB0119
FB011906.CDF
cdf-fecal
FB0119
FB011907.CDF
cdf-fecal
FB0119
FB011908.CDF
cdf-fecal
FB0119
FB011909.CDF
cdf-fecal
FB0119
FB011910.CDF
cdf-fecal
FB0119
FB011911.CDF
cdf-fecal
FB0119
FB011912.CDF
cdf-fecal
FB0119
FB011913.CDF
cdf-fecal
FB0119
FB011914.CDF
cdf-fecal
FB0119
FB011915.CDF
cdf-fecal
FB0119
FB011916.CDF
cdf-fecal
FB0119
FB011917.CDF
cdf-fecal
FB0119
FB011918.CDF
cdf-fecal
FB0119
FB011919.CDF
cdf-fecal
FB0119
FB011920.CDF
cdf-fecal
FB0119
FB011921.CDF
cdf-fecal
FB0119
FB011922.CDF
cdf-fecal
FB0119
FB011923.CDF
cdf-fecal
FB0119
FB011924.CDF
cdf-fecal
FB0119
FB011925.CDF
cdf-fecal
FB0119
FB011926.CDF
cdf-fecal
FB0119
FB011927.CDF
cdf-fecal
FB0119
FB011928.CDF
cdf-fecal
FB0119
FB011929.CDF
cdf-fecal
FB0119
FB011930.CDF
cdf-fecal
FB0119
FB011931.CDF
cdf-fecal
FB0119
FB011932.CDF
cdf-fecal
FB0119
FB011933.CDF
cdf-fecal
FB0119
FB011934.CDF
cdf-fecal
FB0119
FB011935.CDF
cdf-fecal
FB0119
FB011936.CDF
cdf-fecal
FB0119
FB011937.CDF
cdf-fecal
FB0120
FB012001.CDF
cdf-fecal
FB0120
FB012002.CDF
cdf-fecal
FB0120
FB012003.CDF
cdf-fecal
FB0120
FB012004.CDF
cdf-fecal
FB0120
FB012005.CDF
cdf-fecal
FB0120
FB012006.CDF
cdf-fecal
FB0120
FB012007.CDF
cdf-fecal
FB0120
FB012008.CDF
cdf-fecal
FB0120
FB012009.CDF
cdf-fecal
FB0120
FB012010.CDF
cdf-fecal
FB0120
FB012011.CDF
cdf-fecal
FB0120
FB012012.CDF
cdf-fecal
FB0120
FB012013.CDF
cdf-fecal
FB0120
FB012014.CDF
cdf-fecal
FB0120
FB012015.CDF
cdf-fecal
FB0120
FB012016.CDF
cdf-fecal
FB0120
FB012017.CDF
cdf-fecal
FB0120
FB012018.CDF
cdf-fecal
FB0120
FB012019.CDF
cdf-fecal
FB0120
FB012020.CDF
cdf-fecal
FB0120
FB012021.CDF
cdf-fecal
FB0120
FB012022.CDF
cdf-fecal
FB0120
FB012023.CDF
cdf-fecal
FB0120
FB012024.CDF
cdf-fecal
FB0120
FB012025.CDF
cdf-fecal
FB0120
FB012026.CDF
cdf-fecal
FB0120
FB012027.CDF
cdf-fecal
FB0120
FB012028.CDF
cdf-fecal
FB0120
FB012029.CDF
cdf-fecal
FB0120
FB012030.CDF
cdf-fecal
FB0120
FB012031.CDF
cdf-fecal
FB0120
FB012032.CDF
cdf-fecal
FB0120
FB012033.CDF
cdf-fecal
FB0120
FB012034.CDF
cdf-fecal
FB0120
FB012035.CDF
cdf-fecal
FB0120
FB012036.CDF
cdf-fecal
FB0120
FB012037.CDF
cdf-fecal
FB0121
FB012101.CDF
cdf-fecal
FB0121
FB012102.CDF
cdf-fecal
FB0121
FB012103.CDF
cdf-fecal
FB0121
FB012104.CDF
cdf-fecal
FB0121
FB012105.CDF
cdf-fecal
FB0121
FB012106.CDF
cdf-fecal
FB0121
FB012107.CDF
cdf-fecal
FB0121
FB012108.CDF
cdf-fecal
FB0121
FB012109.CDF
cdf-fecal
FB0121
FB012110.CDF
cdf-fecal
FB0121
FB012111.CDF
cdf-fecal
FB0121
FB012112.CDF
cdf-fecal
FB0121
FB012113.CDF
cdf-fecal
FB0121
FB012114.CDF
cdf-fecal
FB0121
FB012115.CDF
cdf-fecal
FB0121
FB012116.CDF
cdf-fecal
FB0121
FB012117.CDF
cdf-fecal
FB0121
FB012118.CDF
cdf-fecal
FB0121
FB012119.CDF
cdf-fecal
FB0121
FB012120.CDF
cdf-fecal
FB0121
FB012121.CDF
cdf-fecal
FB0121
FB012122.CDF
cdf-fecal
FB0121
FB012123.CDF
cdf-fecal
FB0121
FB012124.CDF
cdf-fecal
FB0121
FB012125.CDF
cdf-fecal
FB0121
FB012126.CDF
cdf-fecal
FB0121
FB012127.CDF
cdf-fecal
FB0121
FB012128.CDF
cdf-fecal
FB0121
FB012129.CDF
cdf-fecal
FB0121
FB012130.CDF
cdf-fecal
FB0121
FB012131.CDF
cdf-fecal
FB0121
FB012132.CDF
cdf-fecal
FB0121
FB012133.CDF
cdf-fecal
FB0121
FB012134.CDF
cdf-fecal
FB0121
FB012135.CDF
cdf-fecal
FB0121
FB012136.CDF
cdf-fecal
FB0121
FB012137.CDF
cdf-fecal
FB0122
FB012201.CDF
cdf-fecal
FB0122
FB012202.CDF
cdf-fecal
FB0122
FB012203.CDF
cdf-fecal
FB0122
FB012204.CDF
cdf-fecal
FB0122
FB012205.CDF
cdf-fecal
FB0122
FB012206.CDF
cdf-fecal
FB0122
FB012207.CDF
cdf-fecal
FB0122
FB012208.CDF
cdf-fecal
FB0122
FB012209.CDF
cdf-fecal
FB0122
FB012210.CDF
cdf-fecal
FB0122
FB012211.CDF
cdf-fecal
FB0122
FB012212.CDF
cdf-fecal
FB0122
FB012213.CDF
cdf-fecal
FB0122
FB012214.CDF
cdf-fecal
FB0122
FB012215.CDF
cdf-fecal
FB0122
FB012216.CDF
cdf-fecal
FB0122
FB012217.CDF
cdf-fecal
FB0122
FB012218.CDF
cdf-fecal
FB0122
FB012219.CDF
cdf-fecal
FB0122
FB012220.CDF
cdf-fecal
FB0122
FB012221.CDF
cdf-fecal
FB0122
FB012222.CDF
cdf-fecal
FB0122
FB012223.CDF
cdf-fecal
FB0122
FB012224.CDF
cdf-fecal
FB0122
FB012225.CDF
cdf-fecal
FB0122
FB012226.CDF
cdf-fecal
FB0122
FB012227.CDF
cdf-fecal
FB0122
FB012228.CDF
cdf-fecal
FB0122
FB012229.CDF
cdf-fecal
FB0122
FB012230.CDF
cdf-fecal
FB0122
FB012231.CDF
cdf-fecal
FB0122
FB012232.CDF
cdf-fecal
FB0122
FB012233.CDF
cdf-fecal
FB0122
FB012234.CDF
cdf-fecal
FB0122
FB012235.CDF
cdf-fecal
FB0122
FB012236.CDF
cdf-fecal
FB0122
FB012237.CDF
cdf-fecal
FB0123
FB012301.CDF
cdf-fecal
FB0123
FB012302.CDF
cdf-fecal
FB0123
FB012303.CDF
cdf-fecal
FB0123
FB012304.CDF
cdf-fecal
FB0123
FB012305.CDF
cdf-fecal
FB0123
FB012306.CDF
cdf-fecal
FB0123
FB012307.CDF
cdf-fecal
FB0123
FB012308.CDF
cdf-fecal
FB0123
FB012309.CDF
cdf-fecal
FB0123
FB012310.CDF
cdf-fecal
FB0123
FB012311.CDF
cdf-fecal
FB0123
FB012312.CDF
cdf-fecal
FB0123
FB012313.CDF
cdf-fecal
FB0123
FB012314.CDF
cdf-fecal
FB0123
FB012315.CDF
cdf-fecal
FB0123
FB012316.CDF
cdf-fecal
FB0123
FB012317.CDF
cdf-fecal
FB0123
FB012318.CDF
cdf-fecal
FB0123
FB012319.CDF
cdf-fecal
FB0123
FB012320.CDF
cdf-fecal
FB0123
FB012321.CDF
cdf-fecal
FB0123
FB012322.CDF
cdf-fecal
FB0123
FB012323.CDF
cdf-fecal
FB0123
FB012324.CDF
cdf-fecal
FB0123
FB012325.CDF
cdf-fecal
FB0123
FB012326.CDF
cdf-fecal
FB0123
FB012327.CDF
cdf-fecal
FB0123
FB012328.CDF
cdf-fecal
FB0123
FB012329.CDF
cdf-fecal
FB0123
FB012330.CDF
cdf-fecal
FB0123
FB012331.CDF
cdf-fecal
FB0123
FB012332.CDF
cdf-fecal
FB0123
FB012333.CDF
cdf-fecal
FB0123
FB012334.CDF
cdf-fecal
FB0123
FB012335.CDF
cdf-fecal
FB0123
FB012336.CDF
cdf-fecal
FB0123
FB012337.CDF
cdf-fecal
FB0124
FB012401.CDF
cdf-fecal
FB0124
FB012402.CDF
cdf-fecal
FB0124
FB012403.CDF
cdf-fecal
FB0124
FB012404.CDF
cdf-fecal
FB0124
FB012405.CDF
cdf-fecal
FB0124
FB012406.CDF
cdf-fecal
FB0124
FB012407.CDF
cdf-fecal
FB0124
FB012408.CDF
cdf-fecal
FB0124
FB012409.CDF
cdf-fecal
FB0124
FB012410.CDF
cdf-fecal
FB0124
FB012411.CDF
cdf-fecal
FB0124
FB012412.CDF
cdf-fecal
FB0124
FB012413.CDF
cdf-fecal
FB0124
FB012414.CDF
cdf-fecal
FB0124
FB012415.CDF
cdf-fecal
FB0124
FB012416.CDF
cdf-fecal
FB0124
FB012417.CDF
cdf-fecal
FB0124
FB012418.CDF
cdf-fecal
FB0124
FB012419.CDF
cdf-fecal
FB0124
FB012420.CDF
cdf-fecal
FB0124
FB012421.CDF
cdf-fecal
FB0124
FB012422.CDF
cdf-fecal
FB0124
FB012423.CDF
cdf-fecal
FB0124
FB012424.CDF
cdf-fecal
FB0124
FB012425.CDF
cdf-fecal
FB0124
FB012426.CDF
cdf-fecal
FB0124
FB012427.CDF
cdf-fecal
FB0124
FB012428.CDF
cdf-fecal
FB0124
FB012429.CDF
cdf-fecal
FB0124
FB012430.CDF
cdf-fecal
FB0124
FB012431.CDF
cdf-fecal
FB0124
FB012432.CDF
cdf-fecal
FB0124
FB012433.CDF
cdf-fecal
FB0124
FB012434.CDF
cdf-fecal
FB0124
FB012435.CDF
cdf-fecal
FB0124
FB012436.CDF
cdf-fecal
FB0124
FB012437.CDF
cdf-fecal
FB0125
FB012501.CDF
cdf-fecal
FB0125
FB012502.CDF
cdf-fecal
FB0125
FB012503.CDF
cdf-fecal
FB0125
FB012504.CDF
cdf-fecal
FB0125
FB012505.CDF
cdf-fecal
FB0125
FB012506.CDF
cdf-fecal
FB0125
FB012507.CDF
cdf-fecal
FB0125
FB012508.CDF
cdf-fecal
FB0125
FB012509.CDF
cdf-fecal
FB0125
FB012510.CDF
cdf-fecal
FB0125
FB012511.CDF
cdf-fecal
FB0125
FB012512.CDF
cdf-fecal
FB0125
FB012513.CDF
cdf-fecal
FB0125
FB012514.CDF
cdf-fecal
FB0125
FB012515.CDF
cdf-fecal
FB0125
FB012516.CDF
cdf-fecal
FB0125
FB012517.CDF
cdf-fecal
FB0125
FB012518.CDF
cdf-fecal
FB0125
FB012519.CDF
cdf-fecal
FB0125
FB012520.CDF
cdf-fecal
FB0125
FB012521.CDF
cdf-fecal
FB0125
FB012522.CDF
cdf-fecal
FB0125
FB012523.CDF
cdf-fecal
FB0125
FB012524.CDF
cdf-fecal
FB0125
FB012525.CDF
cdf-fecal
FB0125
FB012526.CDF
cdf-fecal
FB0125
FB012527.CDF
cdf-fecal
FB0125
FB012528.CDF
cdf-fecal
FB0125
FB012529.CDF
cdf-fecal
FB0125
FB012530.CDF
cdf-fecal
FB0125
FB012531.CDF
cdf-fecal
FB0125
FB012532.CDF
cdf-fecal
FB0125
FB012533.CDF
cdf-fecal
FB0125
FB012534.CDF
cdf-fecal
FB0125
FB012535.CDF
cdf-fecal
FB0125
FB012536.CDF
cdf-fecal
FB0125
FB012537.CDF
cdf-fecal
FB0126
FB012601.CDF
cdf-fecal
FB0126
FB012602.CDF
cdf-fecal
FB0126
FB012603.CDF
cdf-fecal
FB0126
FB012604.CDF
cdf-fecal
FB0126
FB012605.CDF
cdf-fecal
FB0126
FB012606.CDF
cdf-fecal
FB0126
FB012607.CDF
cdf-fecal
FB0126
FB012608.CDF
cdf-fecal
FB0126
FB012609.CDF
cdf-fecal
FB0126
FB012610.CDF
cdf-fecal
FB0126
FB012611.CDF
cdf-fecal
FB0126
FB012612.CDF
cdf-fecal
FB0126
FB012613.CDF
cdf-fecal
FB0126
FB012614.CDF
cdf-fecal
FB0126
FB012615.CDF
cdf-fecal
FB0126
FB012616.CDF
cdf-fecal
FB0126
FB012617.CDF
cdf-fecal
FB0126
FB012618.CDF
cdf-fecal
FB0126
FB012619.CDF
cdf-fecal
FB0126
FB012620.CDF
cdf-fecal
FB0126
FB012621.CDF
cdf-fecal
FB0126
FB012622.CDF
cdf-fecal
FB0126
FB012623.CDF
cdf-fecal
FB0126
FB012624.CDF
cdf-fecal
FB0126
FB012625.CDF
cdf-fecal
FB0126
FB012626.CDF
cdf-fecal
FB0126
FB012627.CDF
cdf-fecal
FB0126
FB012628.CDF
cdf-fecal
FB0126
FB012629.CDF
cdf-fecal
FB0126
FB012630.CDF
cdf-fecal
FB0126
FB012631.CDF
cdf-fecal
FB0126
FB012632.CDF
cdf-fecal
FB0126
FB012633.CDF
cdf-fecal
FB0126
FB012634.CDF
cdf-fecal
FB0126
FB012635.CDF
cdf-fecal
FB0126
FB012636.CDF
cdf-fecal
FB0126
FB012637.CDF
cdf-fecal
FB0127
FB012701.CDF
cdf-fecal
FB0127
FB012702.CDF
cdf-fecal
FB0127
FB012703.CDF
cdf-fecal
FB0127
FB012704.CDF
cdf-fecal
FB0127
FB012705.CDF
cdf-fecal
FB0127
FB012706.CDF
cdf-fecal
FB0127
FB012707.CDF
cdf-fecal
FB0127
FB012708.CDF
cdf-fecal
FB0127
FB012709.CDF
cdf-fecal
FB0127
FB012710.CDF
cdf-fecal
FB0127
FB012711.CDF
cdf-fecal
FB0127
FB012712.CDF
cdf-fecal
FB0127
FB012713.CDF
cdf-fecal
FB0127
FB012714.CDF
cdf-fecal
FB0127
FB012715.CDF
cdf-fecal
FB0127
FB012716.CDF
cdf-fecal
FB0127
FB012717.CDF
cdf-fecal
FB0127
FB012718.CDF
cdf-fecal
FB0127
FB012719.CDF
cdf-fecal
FB0127
FB012720.CDF
cdf-fecal
FB0127
FB012721.CDF
cdf-fecal
FB0127
FB012722.CDF
cdf-fecal
FB0127
FB012723.CDF
cdf-fecal
FB0127
FB012724.CDF
cdf-fecal
FB0127
FB012725.CDF
cdf-fecal
FB0127
FB012726.CDF
cdf-fecal
FB0127
FB012727.CDF
cdf-fecal
FB0127
FB012728.CDF
cdf-fecal
FB0127
FB012729.CDF
cdf-fecal
FB0127
FB012730.CDF
cdf-fecal
FB0127
FB012731.CDF
cdf-fecal
FB0127
FB012732.CDF
cdf-fecal
FB0127
FB012733.CDF
cdf-fecal
FB0127
FB012734.CDF
cdf-fecal
FB0127
FB012735.CDF
cdf-fecal
FB0127
FB012736.CDF
cdf-fecal
FB0127
FB012737.CDF
cdf-fecal
FB0128
FB012801.CDF
cdf-fecal
FB0128
FB012802.CDF
cdf-fecal
FB0128
FB012803.CDF
cdf-fecal
FB0128
FB012804.CDF
cdf-fecal
FB0128
FB012805.CDF
cdf-fecal
FB0128
FB012806.CDF
cdf-fecal
FB0128
FB012807.CDF
cdf-fecal
FB0128
FB012808.CDF
cdf-fecal
FB0128
FB012809.CDF
cdf-fecal
FB0128
FB012810.CDF
cdf-fecal
FB0128
FB012811.CDF
cdf-fecal
FB0128
FB012812.CDF
cdf-fecal
FB0128
FB012813.CDF
cdf-fecal
FB0128
FB012814.CDF
cdf-fecal
FB0128
FB012815.CDF
cdf-fecal
FB0128
FB012816.CDF
cdf-fecal
FB0128
FB012817.CDF
cdf-fecal
FB0128
FB012818.CDF
cdf-fecal
FB0128
FB012819.CDF
cdf-fecal
FB0128
FB012820.CDF
cdf-fecal
FB0128
FB012821.CDF
cdf-fecal
FB0128
FB012822.CDF
cdf-fecal
FB0128
FB012823.CDF
cdf-fecal
FB0128
FB012824.CDF
cdf-fecal
FB0128
FB012825.CDF
cdf-fecal
FB0128
FB012826.CDF
cdf-fecal
FB0128
FB012827.CDF
cdf-fecal
FB0128
FB012828.CDF
cdf-fecal
FB0128
FB012829.CDF
cdf-fecal
FB0128
FB012830.CDF
cdf-fecal
FB0128
FB012831.CDF
cdf-fecal
FB0128
FB012832.CDF
cdf-fecal
FB0128
FB012833.CDF
cdf-fecal
FB0128
FB012834.CDF
cdf-fecal
FB0128
FB012835.CDF
cdf-fecal
FB0128
FB012836.CDF
cdf-fecal
FB0128
FB012837.CDF
cdf-fecal
FB0129
FB012901.CDF
cdf-fecal
FB0129
FB012902.CDF
cdf-fecal
FB0129
FB012903.CDF
cdf-fecal
FB0129
FB012904.CDF
cdf-fecal
FB0129
FB012905.CDF
cdf-fecal
FB0129
FB012906.CDF
cdf-fecal
FB0129
FB012907.CDF
cdf-fecal
FB0129
FB012908.CDF
cdf-fecal
FB0129
FB012909.CDF
cdf-fecal
FB0129
FB012910.CDF
cdf-fecal
FB0129
FB012911.CDF
cdf-fecal
FB0129
FB012912.CDF
cdf-fecal
FB0129
FB012913.CDF
cdf-fecal
FB0129
FB012914.CDF
cdf-fecal
FB0129
FB012915.CDF
cdf-fecal
FB0129
FB012916.CDF
cdf-fecal
FB0129
FB012917.CDF
cdf-fecal
FB0129
FB012918.CDF
cdf-fecal
FB0129
FB012919.CDF
cdf-fecal
FB0129
FB012920.CDF
cdf-fecal
FB0129
FB012921.CDF
cdf-fecal
FB0129
FB012922.CDF
cdf-fecal
FB0129
FB012923.CDF
cdf-fecal
FB0129
FB012924.CDF
cdf-fecal
FB0129
FB012925.CDF
cdf-fecal
FB0129
FB012926.CDF
cdf-fecal
FB0129
FB012927.CDF
cdf-fecal
FB0129
FB012928.CDF
cdf-fecal
FB0129
FB012929.CDF
cdf-fecal
FB0129
FB012930.CDF
cdf-fecal
FB0129
FB012931.CDF
cdf-fecal
FB0129
FB012932.CDF
cdf-fecal
FB0129
FB012933.CDF
cdf-fecal
FB0129
FB012934.CDF
cdf-fecal
FB0129
FB012935.CDF
cdf-fecal
FB0129
FB012936.CDF
cdf-fecal
FB0129
FB012937.CDF
cdf-fecal
FB0130
FB013001.CDF
cdf-fecal
FB0130
FB013002.CDF
cdf-fecal
FB0130
FB013003.CDF
cdf-fecal
FB0130
FB013004.CDF
cdf-fecal
FB0130
FB013005.CDF
cdf-fecal
FB0130
FB013006.CDF
cdf-fecal
FB0130
FB013007.CDF
cdf-fecal
FB0130
FB013008.CDF
cdf-fecal
FB0130
FB013009.CDF
cdf-fecal
FB0130
FB013010.CDF
cdf-fecal
FB0130
FB013011.CDF
cdf-fecal
FB0130
FB013012.CDF
cdf-fecal
FB0130
FB013013.CDF
cdf-fecal
FB0130
FB013014.CDF
cdf-fecal
FB0130
FB013015.CDF
cdf-fecal
FB0130
FB013016.CDF
cdf-fecal
FB0130
FB013017.CDF
cdf-fecal
FB0130
FB013018.CDF
cdf-fecal
FB0130
FB013019.CDF
cdf-fecal
FB0130
FB013020.CDF
cdf-fecal
FB0130
FB013021.CDF
cdf-fecal
FB0130
FB013022.CDF
cdf-fecal
FB0130
FB013023.CDF
cdf-fecal
FB0130
FB013024.CDF
cdf-fecal
FB0130
FB013025.CDF
cdf-fecal
FB0130
FB013026.CDF
cdf-fecal
FB0130
FB013027.CDF
cdf-fecal
FB0130
FB013028.CDF
cdf-fecal
FB0130
FB013029.CDF
cdf-fecal
FB0130
FB013030.CDF
cdf-fecal
FB0130
FB013031.CDF
cdf-fecal
FB0130
FB013032.CDF
cdf-fecal
FB0130
FB013033.CDF
cdf-fecal
FB0130
FB013034.CDF
cdf-fecal
FB0130
FB013035.CDF
cdf-fecal
FB0130
FB013036.CDF
cdf-fecal
FB0130
FB013037.CDF
cdf-fecal
FB0131
FB013101.CDF
cdf-fecal
FB0131
FB013102.CDF
cdf-fecal
FB0131
FB013103.CDF
cdf-fecal
FB0131
FB013104.CDF
cdf-fecal
FB0131
FB013105.CDF
cdf-fecal
FB0131
FB013106.CDF
cdf-fecal
FB0131
FB013107.CDF
cdf-fecal
FB0131
FB013108.CDF
cdf-fecal
FB0131
FB013109.CDF
cdf-fecal
FB0131
FB013110.CDF
cdf-fecal
FB0131
FB013111.CDF
cdf-fecal
FB0131
FB013112.CDF
cdf-fecal
FB0131
FB013113.CDF
cdf-fecal
FB0131
FB013114.CDF
cdf-fecal
FB0131
FB013115.CDF
cdf-fecal
FB0131
FB013116.CDF
cdf-fecal
FB0131
FB013117.CDF
cdf-fecal
FB0131
FB013118.CDF
cdf-fecal
FB0131
FB013119.CDF
cdf-fecal
FB0131
FB013120.CDF
cdf-fecal
FB0131
FB013121.CDF
cdf-fecal
FB0131
FB013122.CDF
cdf-fecal
FB0131
FB013123.CDF
cdf-fecal
FB0131
FB013124.CDF
cdf-fecal
FB0131
FB013125.CDF
cdf-fecal
FB0131
FB013126.CDF
cdf-fecal
FB0131
FB013127.CDF
cdf-fecal
FB0131
FB013128.CDF
cdf-fecal
FB0131
FB013129.CDF
cdf-fecal
FB0131
FB013130.CDF
cdf-fecal
FB0131
FB013131.CDF
cdf-fecal
FB0131
FB013132.CDF
cdf-fecal
FB0131
FB013133.CDF
cdf-fecal
FB0131
FB013134.CDF
cdf-fecal
FB0131
FB013135.CDF
cdf-fecal
FB0131
FB013136.CDF
cdf-fecal
FB0131
FB013137.CDF
cdf-fecal
FB0132
FB013201.CDF
cdf-fecal
FB0132
FB013202.CDF
cdf-fecal
FB0132
FB013203.CDF
cdf-fecal
FB0132
FB013204.CDF
cdf-fecal
FB0132
FB013205.CDF
cdf-fecal
FB0132
FB013206.CDF
cdf-fecal
FB0132
FB013207.CDF
cdf-fecal
FB0132
FB013208.CDF
cdf-fecal
FB0132
FB013209.CDF
cdf-fecal
FB0132
FB013210.CDF
cdf-fecal
FB0132
FB013211.CDF
cdf-fecal
FB0132
FB013212.CDF
cdf-fecal
FB0132
FB013213.CDF
cdf-fecal
FB0132
FB013214.CDF
cdf-fecal
FB0132
FB013215.CDF
cdf-fecal
FB0132
FB013216.CDF
cdf-fecal
FB0132
FB013217.CDF
cdf-fecal
FB0132
FB013218.CDF
cdf-fecal
FB0132
FB013219.CDF
cdf-fecal
FB0132
FB013220.CDF
cdf-fecal
FB0132
FB013221.CDF
cdf-fecal
FB0132
FB013222.CDF
cdf-fecal
FB0132
FB013223.CDF
cdf-fecal
FB0132
FB013224.CDF
cdf-fecal
FB0132
FB013225.CDF
cdf-fecal
FB0132
FB013226.CDF
cdf-fecal
FB0132
FB013227.CDF
cdf-fecal
FB0132
FB013228.CDF
cdf-fecal
FB0132
FB013229.CDF
cdf-fecal
FB0132
FB013230.CDF
cdf-fecal
FB0132
FB013231.CDF
cdf-fecal
FB0132
FB013232.CDF
cdf-fecal
FB0132
FB013233.CDF
cdf-fecal
FB0132
FB013234.CDF
cdf-fecal
FB0132
FB013235.CDF
cdf-fecal
FB0132
FB013236.CDF
cdf-fecal
FB0132
FB013237.CDF
cdf-fecal
FB0133
FB013301.CDF
cdf-fecal
FB0133
FB013302.CDF
cdf-fecal
FB0133
FB013303.CDF
cdf-fecal
FB0133
FB013304.CDF
cdf-fecal
FB0133
FB013305.CDF
cdf-fecal
FB0133
FB013306.CDF
cdf-fecal
FB0133
FB013307.CDF
cdf-fecal
FB0133
FB013308.CDF
cdf-fecal
FB0133
FB013309.CDF
cdf-fecal
FB0133
FB013310.CDF
cdf-fecal
FB0133
FB013311.CDF
cdf-fecal
FB0133
FB013312.CDF
cdf-fecal
FB0133
FB013313.CDF
cdf-fecal
FB0133
FB013314.CDF
cdf-fecal
FB0133
FB013315.CDF
cdf-fecal
FB0133
FB013316.CDF
cdf-fecal
FB0133
FB013317.CDF
cdf-fecal
FB0133
FB013318.CDF
cdf-fecal
FB0133
FB013319.CDF
cdf-fecal
FB0133
FB013320.CDF
cdf-fecal
FB0133
FB013321.CDF
cdf-fecal
FB0133
FB013322.CDF
cdf-fecal
FB0133
FB013323.CDF
cdf-fecal
FB0133
FB013324.CDF
cdf-fecal
FB0133
FB013325.CDF
cdf-fecal
FB0133
FB013326.CDF
cdf-fecal
FB0133
FB013327.CDF
cdf-fecal
FB0133
FB013328.CDF
cdf-fecal
FB0133
FB013329.CDF
cdf-fecal
FB0133
FB013330.CDF
cdf-fecal
FB0133
FB013331.CDF
cdf-fecal
FB0133
FB013332.CDF
cdf-fecal
FB0133
FB013333.CDF
cdf-fecal
FB0133
FB013334.CDF
cdf-fecal
FB0133
FB013335.CDF
cdf-fecal
FB0133
FB013336.CDF
cdf-fecal
FB0133
FB013337.CDF
cdf-fecal
FB0134
FB013401.CDF
cdf-fecal
FB0134
FB013402.CDF
cdf-fecal
FB0134
FB013403.CDF
cdf-fecal
FB0134
FB013404.CDF
cdf-fecal
FB0134
FB013405.CDF
cdf-fecal
FB0134
FB013406.CDF
cdf-fecal
FB0134
FB013407.CDF
cdf-fecal
FB0134
FB013408.CDF
cdf-fecal
FB0134
FB013409.CDF
cdf-fecal
FB0134
FB013410.CDF
cdf-fecal
FB0134
FB013411.CDF
cdf-fecal
FB0134
FB013412.CDF
cdf-fecal
FB0134
FB013413.CDF
cdf-fecal
FB0134
FB013414.CDF
cdf-fecal
FB0134
FB013415.CDF
cdf-fecal
FB0134
FB013416.CDF
cdf-fecal
FB0134
FB013417.CDF
cdf-fecal
FB0134
FB013418.CDF
cdf-fecal
FB0134
FB013419.CDF
cdf-fecal
FB0134
FB013420.CDF
cdf-fecal
FB0134
FB013421.CDF
cdf-fecal
FB0134
FB013422.CDF
cdf-fecal
FB0134
FB013423.CDF
cdf-fecal
FB0134
FB013424.CDF
cdf-fecal
FB0134
FB013425.CDF
cdf-fecal
FB0134
FB013426.CDF
cdf-fecal
FB0134
FB013427.CDF
cdf-fecal
FB0134
FB013428.CDF
cdf-fecal
FB0134
FB013429.CDF
cdf-fecal
FB0134
FB013430.CDF
cdf-fecal
FB0134
FB013431.CDF
cdf-fecal
FB0134
FB013432.CDF
cdf-fecal
FB0134
FB013433.CDF
cdf-fecal
FB0134
FB013434.CDF
cdf-fecal
FB0134
FB013435.CDF
cdf-fecal
FB0134
FB013436.CDF
cdf-fecal
FB0134
FB013437.CDF
cdf-fecal
FB0135
FB013501.CDF
cdf-fecal
FB0135
FB013502.CDF
cdf-fecal
FB0135
FB013503.CDF
cdf-fecal
FB0135
FB013504.CDF
cdf-fecal
FB0135
FB013505.CDF
cdf-fecal
FB0135
FB013506.CDF
cdf-fecal
FB0135
FB013507.CDF
cdf-fecal
FB0135
FB013508.CDF
cdf-fecal
FB0135
FB013509.CDF
cdf-fecal
FB0135
FB013510.CDF
cdf-fecal
FB0135
FB013511.CDF
cdf-fecal
FB0135
FB013512.CDF
cdf-fecal
FB0135
FB013513.CDF
cdf-fecal
FB0135
FB013514.CDF
cdf-fecal
FB0135
FB013515.CDF
cdf-fecal
FB0135
FB013516.CDF
cdf-fecal
FB0135
FB013517.CDF
cdf-fecal
FB0135
FB013518.CDF
cdf-fecal
FB0135
FB013519.CDF
cdf-fecal
FB0135
FB013520.CDF
cdf-fecal
FB0135
FB013521.CDF
cdf-fecal
FB0135
FB013522.CDF
cdf-fecal
FB0135
FB013523.CDF
cdf-fecal
FB0135
FB013524.CDF
cdf-fecal
FB0135
FB013525.CDF
cdf-fecal
FB0135
FB013526.CDF
cdf-fecal
FB0135
FB013527.CDF
cdf-fecal
FB0135
FB013528.CDF
cdf-fecal
FB0135
FB013529.CDF
cdf-fecal
FB0135
FB013530.CDF
cdf-fecal
FB0135
FB013531.CDF
cdf-fecal
FB0135
FB013532.CDF
cdf-fecal
FB0135
FB013533.CDF
cdf-fecal
FB0135
FB013534.CDF
cdf-fecal
FB0135
FB013535.CDF
cdf-fecal
FB0135
FB013536.CDF
cdf-fecal
FB0135
FB013537.CDF
cdf-fecal
FB0136
FB013601.CDF
cdf-fecal
FB0136
FB013602.CDF
cdf-fecal
FB0136
FB013603.CDF
cdf-fecal
FB0136
FB013604.CDF
cdf-fecal
FB0136
FB013605.CDF
cdf-fecal
FB0136
FB013606.CDF
cdf-fecal
FB0136
FB013607.CDF
cdf-fecal
FB0136
FB013608.CDF
cdf-fecal
FB0136
FB013609.CDF
cdf-fecal
FB0136
FB013610.CDF
cdf-fecal
FB0136
FB013611.CDF
cdf-fecal
FB0136
FB013612.CDF
cdf-fecal
FB0136
FB013613.CDF
cdf-fecal
FB0136
FB013614.CDF
cdf-fecal
FB0136
FB013615.CDF
cdf-fecal
FB0136
FB013616.CDF
cdf-fecal
FB0136
FB013617.CDF
cdf-fecal
FB0136
FB013618.CDF
cdf-fecal
FB0136
FB013619.CDF
cdf-fecal
FB0136
FB013620.CDF
cdf-fecal
FB0136
FB013621.CDF
cdf-fecal
FB0136
FB013622.CDF
cdf-fecal
FB0136
FB013623.CDF
cdf-fecal
FB0136
FB013624.CDF
cdf-fecal
FB0136
FB013625.CDF
cdf-fecal
FB0136
FB013626.CDF
cdf-fecal
FB0136
FB013627.CDF
cdf-fecal
FB0136
FB013628.CDF
cdf-fecal
FB0136
FB013629.CDF
cdf-fecal
FB0136
FB013630.CDF
cdf-fecal
FB0136
FB013631.CDF
cdf-fecal
FB0136
FB013632.CDF
cdf-fecal
FB0136
FB013633.CDF
cdf-fecal
FB0136
FB013634.CDF
cdf-fecal
FB0136
FB013635.CDF
cdf-fecal
FB0136
FB013636.CDF
cdf-fecal
FB0136
FB013637.CDF
cdf-fecal
FB0137
FB013701.CDF
cdf-fecal
FB0137
FB013702.CDF
cdf-fecal
FB0137
FB013703.CDF
cdf-fecal
FB0137
FB013704.CDF
cdf-fecal
FB0137
FB013705.CDF
cdf-fecal
FB0137
FB013706.CDF
cdf-fecal
FB0137
FB013707.CDF
cdf-fecal
FB0137
FB013708.CDF
cdf-fecal
FB0137
FB013709.CDF
cdf-fecal
FB0137
FB013710.CDF
cdf-fecal
FB0137
FB013711.CDF
cdf-fecal
FB0137
FB013712.CDF
cdf-fecal
FB0137
FB013713.CDF
cdf-fecal
FB0137
FB013714.CDF
cdf-fecal
FB0137
FB013715.CDF
cdf-fecal
FB0137
FB013716.CDF
cdf-fecal
FB0137
FB013717.CDF
cdf-fecal
FB0137
FB013718.CDF
cdf-fecal
FB0137
FB013719.CDF
cdf-fecal
FB0137
FB013720.CDF
cdf-fecal
FB0137
FB013721.CDF
cdf-fecal
FB0137
FB013722.CDF
cdf-fecal
FB0137
FB013723.CDF
cdf-fecal
FB0137
FB013724.CDF
cdf-fecal
FB0137
FB013725.CDF
cdf-fecal
FB0137
FB013726.CDF
cdf-fecal
FB0137
FB013727.CDF
cdf-fecal
FB0137
FB013728.CDF
cdf-fecal
FB0137
FB013729.CDF
cdf-fecal
FB0137
FB013730.CDF
cdf-fecal
FB0137
FB013731.CDF
cdf-fecal
FB0137
FB013732.CDF
cdf-fecal
FB0137
FB013733.CDF
cdf-fecal
FB0137
FB013734.CDF
cdf-fecal
FB0137
FB013735.CDF
cdf-fecal
FB0137
FB013736.CDF
cdf-fecal
FB0137
FB013737.CDF
cdf-fecal
FB0138
FB013801.CDF
cdf-fecal
FB0138
FB013802.CDF
cdf-fecal
FB0138
FB013803.CDF
cdf-fecal
FB0138
FB013804.CDF
cdf-fecal
FB0138
FB013805.CDF
cdf-fecal
FB0138
FB013806.CDF
cdf-fecal
FB0138
FB013807.CDF
cdf-fecal
FB0138
FB013808.CDF
cdf-fecal
FB0138
FB013809.CDF
cdf-fecal
FB0138
FB013810.CDF
cdf-fecal
FB0138
FB013811.CDF
cdf-fecal
FB0138
FB013812.CDF
cdf-fecal
FB0138
FB013813.CDF
cdf-fecal
FB0138
FB013814.CDF
cdf-fecal
FB0138
FB013815.CDF
cdf-fecal
FB0138
FB013816.CDF
cdf-fecal
FB0138
FB013817.CDF
cdf-fecal
FB0138
FB013818.CDF
cdf-fecal
FB0138
FB013819.CDF
cdf-fecal
FB0138
FB013820.CDF
cdf-fecal
FB0138
FB013821.CDF
cdf-fecal
FB0138
FB013822.CDF
cdf-fecal
FB0138
FB013823.CDF
cdf-fecal
FB0138
FB013824.CDF
cdf-fecal
FB0138
FB013825.CDF
cdf-fecal
FB0138
FB013826.CDF
cdf-fecal
FB0138
FB013827.CDF
cdf-fecal
FB0138
FB013828.CDF
cdf-fecal
FB0138
FB013829.CDF
cdf-fecal
FB0138
FB013830.CDF
cdf-fecal
FB0138
FB013831.CDF
cdf-fecal
FB0138
FB013832.CDF
cdf-fecal
FB0138
FB013833.CDF
cdf-fecal
FB0138
FB013834.CDF
cdf-fecal
FB0138
FB013835.CDF
cdf-fecal
FB0138
FB013836.CDF
cdf-fecal
FB0138
FB013837.CDF
cdf-fecal
FB0139
FB013901.CDF
cdf-fecal
FB0139
FB013902.CDF
cdf-fecal
FB0139
FB013903.CDF
cdf-fecal
FB0139
FB013904.CDF
cdf-fecal
FB0139
FB013905.CDF
cdf-fecal
FB0139
FB013906.CDF
cdf-fecal
FB0139
FB013907.CDF
cdf-fecal
FB0139
FB013908.CDF
cdf-fecal
FB0139
FB013909.CDF
cdf-fecal
FB0139
FB013910.CDF
cdf-fecal
FB0139
FB013911.CDF
cdf-fecal
FB0139
FB013912.CDF
cdf-fecal
FB0139
FB013913.CDF
cdf-fecal
FB0139
FB013914.CDF
cdf-fecal
FB0139
FB013915.CDF
cdf-fecal
FB0139
FB013916.CDF
cdf-fecal
FB0139
FB013917.CDF
cdf-fecal
FB0139
FB013918.CDF
cdf-fecal
FB0139
FB013919.CDF
cdf-fecal
FB0139
FB013920.CDF
cdf-fecal
FB0139
FB013921.CDF
cdf-fecal
FB0139
FB013922.CDF
cdf-fecal
FB0139
FB013923.CDF
cdf-fecal
FB0139
FB013924.CDF
cdf-fecal
FB0139
FB013925.CDF
cdf-fecal
FB0139
FB013926.CDF
cdf-fecal
FB0139
FB013927.CDF
cdf-fecal
FB0139
FB013928.CDF
cdf-fecal
FB0139
FB013929.CDF
cdf-fecal
FB0139
FB013930.CDF
cdf-fecal
FB0139
FB013931.CDF
cdf-fecal
FB0139
FB013932.CDF
cdf-fecal
FB0139
FB013933.CDF
cdf-fecal
FB0139
FB013934.CDF
cdf-fecal
FB0139
FB013935.CDF
cdf-fecal
FB0139
FB013936.CDF
cdf-fecal
FB0139
FB013937.CDF
cdf-fecal
FB0140
FB014001.CDF
cdf-fecal
FB0140
FB014002.CDF
cdf-fecal
FB0140
FB014003.CDF
cdf-fecal
FB0140
FB014004.CDF
cdf-fecal
FB0140
FB014005.CDF
cdf-fecal
FB0140
FB014006.CDF
cdf-fecal
FB0140
FB014007.CDF
cdf-fecal
FB0140
FB014008.CDF
cdf-fecal
FB0140
FB014009.CDF
cdf-fecal
FB0140
FB014010.CDF
cdf-fecal
FB0140
FB014011.CDF
cdf-fecal
FB0140
FB014012.CDF
cdf-fecal
FB0140
FB014013.CDF
cdf-fecal
FB0140
FB014014.CDF
cdf-fecal
FB0140
FB014015.CDF
cdf-fecal
FB0140
FB014016.CDF
cdf-fecal
FB0140
FB014017.CDF
cdf-fecal
FB0140
FB014018.CDF
cdf-fecal
FB0140
FB014019.CDF
cdf-fecal
FB0140
FB014020.CDF
cdf-fecal
FB0140
FB014021.CDF
cdf-fecal
FB0140
FB014022.CDF
cdf-fecal
FB0140
FB014023.CDF
cdf-fecal
FB0140
FB014024.CDF
cdf-fecal
FB0140
FB014025.CDF
cdf-fecal
FB0140
FB014026.CDF
cdf-fecal
FB0140
FB014027.CDF
cdf-fecal
FB0140
FB014028.CDF
cdf-fecal
FB0140
FB014029.CDF
cdf-fecal
FB0140
FB014030.CDF
cdf-fecal
FB0140
FB014031.CDF
cdf-fecal
FB0140
FB014032.CDF
cdf-fecal
FB0140
FB014033.CDF
cdf-fecal
FB0140
FB014034.CDF
cdf-fecal
FB0140
FB014035.CDF
cdf-fecal
FB0140
FB014036.CDF
cdf-fecal
FB0140
FB014037.CDF
cdf-fecal
FB0141
FB014101.CDF
cdf-fecal
FB0141
FB014102.CDF
cdf-fecal
FB0141
FB014103.CDF
cdf-fecal
FB0141
FB014104.CDF
cdf-fecal
FB0141
FB014105.CDF
cdf-fecal
FB0141
FB014106.CDF
cdf-fecal
FB0141
FB014107.CDF
cdf-fecal
FB0141
FB014108.CDF
cdf-fecal
FB0141
FB014109.CDF
cdf-fecal
FB0141
FB014110.CDF
cdf-fecal
FB0141
FB014111.CDF
cdf-fecal
FB0141
FB014112.CDF
cdf-fecal
FB0141
FB014113.CDF
cdf-fecal
FB0141
FB014114.CDF
cdf-fecal
FB0141
FB014115.CDF
cdf-fecal
FB0141
FB014116.CDF
cdf-fecal
FB0141
FB014117.CDF
cdf-fecal
FB0141
FB014118.CDF
cdf-fecal
FB0141
FB014119.CDF
cdf-fecal
FB0141
FB014120.CDF
cdf-fecal
FB0141
FB014121.CDF
cdf-fecal
FB0141
FB014122.CDF
cdf-fecal
FB0141
FB014123.CDF
cdf-fecal
FB0141
FB014124.CDF
cdf-fecal
FB0141
FB014125.CDF
cdf-fecal
FB0141
FB014126.CDF
cdf-fecal
FB0141
FB014127.CDF
cdf-fecal
FB0141
FB014128.CDF
cdf-fecal
FB0141
FB014129.CDF
cdf-fecal
FB0141
FB014130.CDF
cdf-fecal
FB0141
FB014131.CDF
cdf-fecal
FB0141
FB014132.CDF
cdf-fecal
FB0141
FB014133.CDF
cdf-fecal
FB0141
FB014134.CDF
cdf-fecal
FB0141
FB014135.CDF
cdf-fecal
FB0141
FB014136.CDF
cdf-fecal
FB0141
FB014137.CDF
cdf-fecal
FB0142
FB014201.CDF
cdf-fecal
FB0142
FB014202.CDF
cdf-fecal
FB0142
FB014203.CDF
cdf-fecal
FB0142
FB014204.CDF
cdf-fecal
FB0142
FB014205.CDF
cdf-fecal
FB0142
FB014206.CDF
cdf-fecal
FB0142
FB014207.CDF
cdf-fecal
FB0142
FB014208.CDF
cdf-fecal
FB0142
FB014209.CDF
cdf-fecal
FB0142
FB014210.CDF
cdf-fecal
FB0142
FB014211.CDF
cdf-fecal
FB0142
FB014212.CDF
cdf-fecal
FB0142
FB014213.CDF
cdf-fecal
FB0142
FB014214.CDF
cdf-fecal
FB0142
FB014215.CDF
cdf-fecal
FB0142
FB014216.CDF
cdf-fecal
FB0142
FB014217.CDF
cdf-fecal
FB0142
FB014218.CDF
cdf-fecal
FB0142
FB014219.CDF
cdf-fecal
FB0142
FB014220.CDF
cdf-fecal
FB0142
FB014221.CDF
cdf-fecal
FB0142
FB014222.CDF
cdf-fecal
FB0142
FB014223.CDF
cdf-fecal
FB0142
FB014224.CDF
cdf-fecal
FB0142
FB014225.CDF
cdf-fecal
FB0142
FB014226.CDF
cdf-fecal
FB0142
FB014227.CDF
cdf-fecal
FB0142
FB014228.CDF
cdf-fecal
FB0142
FB014229.CDF
cdf-fecal
FB0142
FB014230.CDF
cdf-fecal
FB0142
FB014231.CDF
cdf-fecal
FB0142
FB014232.CDF
cdf-fecal
FB0142
FB014233.CDF
cdf-fecal
FB0142
FB014234.CDF
cdf-fecal
FB0142
FB014235.CDF
cdf-fecal
FB0142
FB014236.CDF
cdf-fecal
FB0142
FB014237.CDF
cdf-fecal
FB0143
FB014301.CDF
cdf-fecal
FB0143
FB014302.CDF
cdf-fecal
FB0143
FB014303.CDF
cdf-fecal
FB0143
FB014304.CDF
cdf-fecal
FB0143
FB014305.CDF
cdf-fecal
FB0143
FB014306.CDF
cdf-fecal
FB0143
FB014307.CDF
cdf-fecal
FB0143
FB014308.CDF
cdf-fecal
FB0143
FB014309.CDF
cdf-fecal
FB0143
FB014310.CDF
cdf-fecal
FB0143
FB014311.CDF
cdf-fecal
FB0143
FB014312.CDF
cdf-fecal
FB0143
FB014313.CDF
cdf-fecal
FB0143
FB014314.CDF
cdf-fecal
FB0143
FB014315.CDF
cdf-fecal
FB0143
FB014316.CDF
cdf-fecal
FB0143
FB014317.CDF
cdf-fecal
FB0143
FB014318.CDF
cdf-fecal
FB0143
FB014319.CDF
cdf-fecal
FB0143
FB014320.CDF
cdf-fecal
FB0143
FB014321.CDF
cdf-fecal
FB0143
FB014322.CDF
cdf-fecal
FB0143
FB014323.CDF
cdf-fecal
FB0143
FB014324.CDF
cdf-fecal
FB0143
FB014325.CDF
cdf-fecal
FB0143
FB014326.CDF
cdf-fecal
FB0143
FB014327.CDF
cdf-fecal
FB0143
FB014328.CDF
cdf-fecal
FB0143
FB014329.CDF
cdf-fecal
FB0143
FB014330.CDF
cdf-fecal
FB0143
FB014331.CDF
cdf-fecal
FB0143
FB014332.CDF
cdf-fecal
FB0143
FB014333.CDF
cdf-fecal
FB0143
FB014334.CDF
cdf-fecal
FB0143
FB014335.CDF
cdf-fecal
FB0143
FB014336.CDF
cdf-fecal
FB0143
FB014337.CDF
cdf-fecal
FB0144
FB014401.CDF
cdf-fecal
FB0144
FB014402.CDF
cdf-fecal
FB0144
FB014403.CDF
cdf-fecal
FB0144
FB014404.CDF
cdf-fecal
FB0144
FB014405.CDF
cdf-fecal
FB0144
FB014406.CDF
cdf-fecal
FB0144
FB014407.CDF
cdf-fecal
FB0144
FB014408.CDF
cdf-fecal
FB0144
FB014409.CDF
cdf-fecal
FB0144
FB014410.CDF
cdf-fecal
FB0144
FB014411.CDF
cdf-fecal
FB0144
FB014412.CDF
cdf-fecal
FB0144
FB014413.CDF
cdf-fecal
FB0144
FB014414.CDF
cdf-fecal
FB0144
FB014415.CDF
cdf-fecal
FB0144
FB014416.CDF
cdf-fecal
FB0144
FB014417.CDF
cdf-fecal
FB0144
FB014418.CDF
cdf-fecal
FB0144
FB014419.CDF
cdf-fecal
FB0144
FB014420.CDF
cdf-fecal
FB0144
FB014421.CDF
cdf-fecal
FB0144
FB014422.CDF
cdf-fecal
FB0144
FB014423.CDF
cdf-fecal
FB0144
FB014424.CDF
cdf-fecal
FB0144
FB014425.CDF
cdf-fecal
FB0144
FB014426.CDF
cdf-fecal
FB0144
FB014427.CDF
cdf-fecal
FB0144
FB014428.CDF
cdf-fecal
FB0144
FB014429.CDF
cdf-fecal
FB0144
FB014430.CDF
cdf-fecal
FB0144
FB014431.CDF
cdf-fecal
FB0144
FB014432.CDF
cdf-fecal
FB0144
FB014433.CDF
cdf-fecal
FB0144
FB014434.CDF
cdf-fecal
FB0144
FB014435.CDF
cdf-fecal
FB0144
FB014436.CDF
cdf-fecal
FB0144
FB014437.CDF
cdf-fecal
FB0145
FB014501.CDF
cdf-fecal
FB0145
FB014502.CDF
cdf-fecal
FB0145
FB014503.CDF
cdf-fecal
FB0145
FB014504.CDF
cdf-fecal
FB0145
FB014505.CDF
cdf-fecal
FB0145
FB014506.CDF
cdf-fecal
FB0145
FB014507.CDF
cdf-fecal
FB0145
FB014508.CDF
cdf-fecal
FB0145
FB014509.CDF
cdf-fecal
FB0145
FB014510.CDF
cdf-fecal
FB0145
FB014511.CDF
cdf-fecal
FB0145
FB014512.CDF
cdf-fecal
FB0145
FB014513.CDF
cdf-fecal
FB0145
FB014514.CDF
cdf-fecal
FB0145
FB014515.CDF
cdf-fecal
FB0145
FB014516.CDF
cdf-fecal
FB0145
FB014517.CDF
cdf-fecal
FB0145
FB014518.CDF
cdf-fecal
FB0145
FB014519.CDF
cdf-fecal
FB0145
FB014520.CDF
cdf-fecal
FB0145
FB014521.CDF
cdf-fecal
FB0145
FB014522.CDF
cdf-fecal
FB0145
FB014523.CDF
cdf-fecal
FB0145
FB014524.CDF
cdf-fecal
FB0145
FB014525.CDF
cdf-fecal
FB0145
FB014526.CDF
cdf-fecal
FB0145
FB014527.CDF
cdf-fecal
FB0145
FB014528.CDF
cdf-fecal
FB0145
FB014529.CDF
cdf-fecal
FB0145
FB014530.CDF
cdf-fecal
FB0145
FB014531.CDF
cdf-fecal
FB0145
FB014532.CDF
cdf-fecal
FB0145
FB014533.CDF
cdf-fecal
FB0145
FB014534.CDF
cdf-fecal
FB0145
FB014535.CDF
cdf-fecal
FB0145
FB014536.CDF
cdf-fecal
FB0145
FB014537.CDF
cdf-fecal
FB0146
FB014601.CDF
cdf-fecal
FB0146
FB014602.CDF
cdf-fecal
FB0146
FB014603.CDF
cdf-fecal
FB0146
FB014604.CDF
cdf-fecal
FB0146
FB014605.CDF
cdf-fecal
FB0146
FB014606.CDF
cdf-fecal
FB0146
FB014607.CDF
cdf-fecal
FB0146
FB014608.CDF
cdf-fecal
FB0146
FB014609.CDF
cdf-fecal
FB0146
FB014610.CDF
cdf-fecal
FB0146
FB014611.CDF
cdf-fecal
FB0146
FB014612.CDF
cdf-fecal
FB0146
FB014613.CDF
cdf-fecal
FB0146
FB014614.CDF
cdf-fecal
FB0146
FB014615.CDF
cdf-fecal
FB0146
FB014616.CDF
cdf-fecal
FB0146
FB014617.CDF
cdf-fecal
FB0146
FB014618.CDF
cdf-fecal
FB0146
FB014619.CDF
cdf-fecal
FB0146
FB014620.CDF
cdf-fecal
FB0146
FB014621.CDF
cdf-fecal
FB0146
FB014622.CDF
cdf-fecal
FB0146
FB014623.CDF
cdf-fecal
FB0146
FB014624.CDF
cdf-fecal
FB0146
FB014625.CDF
cdf-fecal
FB0146
FB014626.CDF
cdf-fecal
FB0146
FB014627.CDF
cdf-fecal
FB0146
FB014628.CDF
cdf-fecal
FB0146
FB014629.CDF
cdf-fecal
FB0146
FB014630.CDF
cdf-fecal
FB0146
FB014631.CDF
cdf-fecal
FB0146
FB014632.CDF
cdf-fecal
FB0146
FB014633.CDF
cdf-fecal
FB0146
FB014634.CDF
cdf-fecal
FB0146
FB014635.CDF
cdf-fecal
FB0146
FB014636.CDF
cdf-fecal
FB0146
FB014637.CDF
cdf-fecal
FB0147
FB014701.CDF
cdf-fecal
FB0147
FB014702.CDF
cdf-fecal
FB0147
FB014703.CDF
cdf-fecal
FB0147
FB014704.CDF
cdf-fecal
FB0147
FB014705.CDF
cdf-fecal
FB0147
FB014706.CDF
cdf-fecal
FB0147
FB014707.CDF
cdf-fecal
FB0147
FB014708.CDF
cdf-fecal
FB0147
FB014709.CDF
cdf-fecal
FB0147
FB014710.CDF
cdf-fecal
FB0147
FB014711.CDF
cdf-fecal
FB0147
FB014712.CDF
cdf-fecal
FB0147
FB014713.CDF
cdf-fecal
FB0147
FB014714.CDF
cdf-fecal
FB0147
FB014715.CDF
cdf-fecal
FB0147
FB014716.CDF
cdf-fecal
FB0147
FB014717.CDF
cdf-fecal
FB0147
FB014718.CDF
cdf-fecal
FB0147
FB014719.CDF
cdf-fecal
FB0147
FB014720.CDF
cdf-fecal
FB0147
FB014721.CDF
cdf-fecal
FB0147
FB014722.CDF
cdf-fecal
FB0147
FB014723.CDF
cdf-fecal
FB0147
FB014724.CDF
cdf-fecal
FB0147
FB014725.CDF
cdf-fecal
FB0147
FB014726.CDF
cdf-fecal
FB0147
FB014727.CDF
cdf-fecal
FB0147
FB014728.CDF
cdf-fecal
FB0147
FB014729.CDF
cdf-fecal
FB0147
FB014730.CDF
cdf-fecal
FB0147
FB014731.CDF
cdf-fecal
FB0147
FB014732.CDF
cdf-fecal
FB0147
FB014733.CDF
cdf-fecal
FB0147
FB014734.CDF
cdf-fecal
FB0147
FB014735.CDF
cdf-fecal
FB0147
FB014736.CDF
cdf-fecal
FB0147
FB014737.CDF
cdf-fecal
FB0148
FB014801.CDF
cdf-fecal
FB0148
FB014802.CDF
cdf-fecal
FB0148
FB014803.CDF
cdf-fecal
FB0148
FB014804.CDF
cdf-fecal
FB0148
FB014805.CDF
cdf-fecal
FB0148
FB014806.CDF
cdf-fecal
FB0148
FB014807.CDF
cdf-fecal
FB0148
FB014808.CDF
cdf-fecal
FB0148
FB014809.CDF
cdf-fecal
FB0148
FB014810.CDF
cdf-fecal
FB0148
FB014811.CDF
cdf-fecal
FB0148
FB014812.CDF
cdf-fecal
FB0148
FB014813.CDF
cdf-fecal
FB0148
FB014814.CDF
cdf-fecal
FB0148
FB014815.CDF
cdf-fecal
FB0148
FB014816.CDF
cdf-fecal
FB0148
FB014817.CDF
cdf-fecal
FB0148
FB014818.CDF
cdf-fecal
FB0148
FB014819.CDF
cdf-fecal
FB0148
FB014820.CDF
cdf-fecal
FB0148
FB014821.CDF
cdf-fecal
FB0148
FB014822.CDF
cdf-fecal
FB0148
FB014823.CDF
cdf-fecal
FB0148
FB014824.CDF
cdf-fecal
FB0148
FB014825.CDF
cdf-fecal
FB0148
FB014826.CDF
cdf-fecal
FB0148
FB014827.CDF
cdf-fecal
FB0148
FB014828.CDF
cdf-fecal
FB0148
FB014829.CDF
cdf-fecal
FB0148
FB014830.CDF
cdf-fecal
FB0148
FB014831.CDF
cdf-fecal
FB0148
FB014832.CDF
cdf-fecal
FB0148
FB014833.CDF
cdf-fecal
FB0148
FB014834.CDF
cdf-fecal
FB0148
FB014835.CDF
cdf-fecal
FB0148
FB014836.CDF
cdf-fecal
FB0148
FB014837.CDF
cdf-fecal
FB0149
FB014901.CDF
cdf-fecal
FB0149
FB014902.CDF
cdf-fecal
FB0149
FB014903.CDF
cdf-fecal
FB0149
FB014904.CDF
cdf-fecal
FB0149
FB014905.CDF
cdf-fecal
FB0149
FB014906.CDF
cdf-fecal
FB0149
FB014907.CDF
cdf-fecal
FB0149
FB014908.CDF
cdf-fecal
FB0149
FB014909.CDF
cdf-fecal
FB0149
FB014910.CDF
cdf-fecal
FB0149
FB014911.CDF
cdf-fecal
FB0149
FB014912.CDF
cdf-fecal
FB0149
FB014913.CDF
cdf-fecal
FB0149
FB014914.CDF
cdf-fecal
FB0149
FB014915.CDF
cdf-fecal
FB0149
FB014916.CDF
cdf-fecal
FB0149
FB014917.CDF
cdf-fecal
FB0149
FB014918.CDF
cdf-fecal
FB0149
FB014919.CDF
cdf-fecal
FB0149
FB014920.CDF
cdf-fecal
FB0149
FB014921.CDF
cdf-fecal
FB0149
FB014922.CDF
cdf-fecal
FB0149
FB014923.CDF
cdf-fecal
FB0149
FB014924.CDF
cdf-fecal
FB0149
FB014925.CDF
cdf-fecal
FB0149
FB014926.CDF
cdf-fecal
FB0149
FB014927.CDF
cdf-fecal
FB0149
FB014928.CDF
cdf-fecal
FB0149
FB014929.CDF
cdf-fecal
FB0149
FB014930.CDF
cdf-fecal
FB0149
FB014931.CDF
cdf-fecal
FB0149
FB014932.CDF
cdf-fecal
FB0149
FB014933.CDF
cdf-fecal
FB0149
FB014934.CDF
cdf-fecal
FB0149
FB014935.CDF
cdf-fecal
FB0149
FB014936.CDF
cdf-fecal
FB0149
FB014937.CDF
cdf-fecal
FB0150
FB015001.CDF
cdf-fecal
FB0150
FB015002.CDF
cdf-fecal
FB0150
FB015003.CDF
cdf-fecal
FB0150
FB015004.CDF
cdf-fecal
FB0150
FB015005.CDF
cdf-fecal
FB0150
FB015006.CDF
cdf-fecal
FB0150
FB015007.CDF
cdf-fecal
FB0150
FB015008.CDF
cdf-fecal
FB0150
FB015009.CDF
cdf-fecal
FB0150
FB015010.CDF
cdf-fecal
FB0150
FB015011.CDF
cdf-fecal
FB0150
FB015012.CDF
cdf-fecal
FB0150
FB015013.CDF
cdf-fecal
FB0150
FB015014.CDF
cdf-fecal
FB0150
FB015015.CDF
cdf-fecal
FB0150
FB015016.CDF
cdf-fecal
FB0150
FB015017.CDF
cdf-fecal
FB0150
FB015018.CDF
cdf-fecal
FB0150
FB015019.CDF
cdf-fecal
FB0150
FB015020.CDF
cdf-fecal
FB0150
FB015021.CDF
cdf-fecal
FB0150
FB015022.CDF
cdf-fecal
FB0150
FB015023.CDF
cdf-fecal
FB0150
FB015024.CDF
cdf-fecal
FB0150
FB015025.CDF
cdf-fecal
FB0150
FB015026.CDF
cdf-fecal
FB0150
FB015027.CDF
cdf-fecal
FB0150
FB015028.CDF
cdf-fecal
FB0150
FB015029.CDF
cdf-fecal
FB0150
FB015030.CDF
cdf-fecal
FB0150
FB015031.CDF
cdf-fecal
FB0150
FB015032.CDF
cdf-fecal
FB0150
FB015033.CDF
cdf-fecal
FB0150
FB015034.CDF
cdf-fecal
FB0150
FB015035.CDF
cdf-fecal
FB0150
FB015036.CDF
cdf-fecal
FB0150
FB015037.CDF
cdf-fecal
FB0151
FB015101.CDF
cdf-fecal
FB0151
FB015102.CDF
cdf-fecal
FB0151
FB015103.CDF
cdf-fecal
FB0151
FB015104.CDF
cdf-fecal
FB0151
FB015105.CDF
cdf-fecal
FB0151
FB015106.CDF
cdf-fecal
FB0151
FB015107.CDF
cdf-fecal
FB0151
FB015108.CDF
cdf-fecal
FB0151
FB015109.CDF
cdf-fecal
FB0151
FB015110.CDF
cdf-fecal
FB0151
FB015111.CDF
cdf-fecal
FB0151
FB015112.CDF
cdf-fecal
FB0151
FB015113.CDF
cdf-fecal
FB0151
FB015114.CDF
cdf-fecal
FB0151
FB015115.CDF
cdf-fecal
FB0151
FB015116.CDF
cdf-fecal
FB0151
FB015117.CDF
cdf-fecal
FB0151
FB015118.CDF
cdf-fecal
FB0151
FB015119.CDF
cdf-fecal
FB0151
FB015120.CDF
cdf-fecal
FB0151
FB015121.CDF
cdf-fecal
FB0151
FB015122.CDF
cdf-fecal
FB0151
FB015123.CDF
cdf-fecal
FB0151
FB015124.CDF
cdf-fecal
FB0151
FB015125.CDF
cdf-fecal
FB0151
FB015126.CDF
cdf-fecal
FB0151
FB015127.CDF
cdf-fecal
FB0151
FB015128.CDF
cdf-fecal
FB0151
FB015129.CDF
cdf-fecal
FB0151
FB015130.CDF
cdf-fecal
FB0151
FB015131.CDF
cdf-fecal
FB0151
FB015132.CDF
cdf-fecal
FB0151
FB015133.CDF
cdf-fecal
FB0151
FB015134.CDF
cdf-fecal
FB0151
FB015135.CDF
cdf-fecal
FB0151
FB015136.CDF
cdf-fecal
FB0151
FB015137.CDF
cdf-fecal
FB0152
FB015201.CDF
cdf-fecal
FB0152
FB015202.CDF
cdf-fecal
FB0152
FB015203.CDF
cdf-fecal
FB0152
FB015204.CDF
cdf-fecal
FB0152
FB015205.CDF
cdf-fecal
FB0152
FB015206.CDF
cdf-fecal
FB0152
FB015207.CDF
cdf-fecal
FB0152
FB015208.CDF
cdf-fecal
FB0152
FB015209.CDF
cdf-fecal
FB0152
FB015210.CDF
cdf-fecal
FB0152
FB015211.CDF
cdf-fecal
FB0152
FB015212.CDF
cdf-fecal
FB0152
FB015213.CDF
cdf-fecal
FB0152
FB015214.CDF
cdf-fecal
FB0152
FB015215.CDF
cdf-fecal
FB0152
FB015216.CDF
cdf-fecal
FB0152
FB015217.CDF
cdf-fecal
FB0152
FB015218.CDF
cdf-fecal
FB0152
FB015219.CDF
cdf-fecal
FB0152
FB015220.CDF
cdf-fecal
FB0152
FB015221.CDF
cdf-fecal
FB0152
FB015222.CDF
cdf-fecal
FB0152
FB015223.CDF
cdf-fecal
FB0152
FB015224.CDF
cdf-fecal
FB0152
FB015225.CDF
cdf-fecal
FB0152
FB015226.CDF
cdf-fecal
FB0152
FB015227.CDF
cdf-fecal
FB0152
FB015228.CDF
cdf-fecal
FB0152
FB015229.CDF
cdf-fecal
FB0152
FB015230.CDF
cdf-fecal
FB0152
FB015231.CDF
cdf-fecal
FB0152
FB015232.CDF
cdf-fecal
FB0152
FB015233.CDF
cdf-fecal
FB0152
FB015234.CDF
cdf-fecal
FB0152
FB015235.CDF
cdf-fecal
FB0152
FB015236.CDF
cdf-fecal
FB0152
FB015237.CDF
cdf-fecal
FB0153
FB015301.CDF
cdf-fecal
FB0153
FB015302.CDF
cdf-fecal
FB0153
FB015303.CDF
cdf-fecal
FB0153
FB015304.CDF
cdf-fecal
FB0153
FB015305.CDF
cdf-fecal
FB0153
FB015306.CDF
cdf-fecal
FB0153
FB015307.CDF
cdf-fecal
FB0153
FB015308.CDF
cdf-fecal
FB0153
FB015309.CDF
cdf-fecal
FB0153
FB015310.CDF
cdf-fecal
FB0153
FB015311.CDF
cdf-fecal
FB0153
FB015312.CDF
cdf-fecal
FB0153
FB015313.CDF
cdf-fecal
FB0153
FB015314.CDF
cdf-fecal
FB0153
FB015315.CDF
cdf-fecal
FB0153
FB015316.CDF
cdf-fecal
FB0153
FB015317.CDF
cdf-fecal
FB0153
FB015318.CDF
cdf-fecal
FB0153
FB015319.CDF
cdf-fecal
FB0153
FB015320.CDF
cdf-fecal
FB0153
FB015321.CDF
cdf-fecal
FB0153
FB015322.CDF
cdf-fecal
FB0153
FB015323.CDF
cdf-fecal
FB0153
FB015324.CDF
cdf-fecal
FB0153
FB015325.CDF
cdf-fecal
FB0153
FB015326.CDF
cdf-fecal
FB0153
FB015327.CDF
cdf-fecal
FB0153
FB015328.CDF
cdf-fecal
FB0153
FB015329.CDF
cdf-fecal
FB0153
FB015330.CDF
cdf-fecal
FB0153
FB015331.CDF
cdf-fecal
FB0153
FB015332.CDF
cdf-fecal
FB0153
FB015333.CDF
cdf-fecal
FB0153
FB015334.CDF
cdf-fecal
FB0153
FB015335.CDF
cdf-fecal
FB0153
FB015336.CDF
cdf-fecal
FB0153
FB015337.CDF
cdf-fecal
FB0154
FB015401.CDF
cdf-fecal
FB0154
FB015402.CDF
cdf-fecal
FB0154
FB015403.CDF
cdf-fecal
FB0154
FB015404.CDF
cdf-fecal
FB0154
FB015405.CDF
cdf-fecal
FB0154
FB015406.CDF
cdf-fecal
FB0154
FB015407.CDF
cdf-fecal
FB0154
FB015408.CDF
cdf-fecal
FB0154
FB015409.CDF
cdf-fecal
FB0154
FB015410.CDF
cdf-fecal
FB0154
FB015411.CDF
cdf-fecal
FB0154
FB015412.CDF
cdf-fecal
FB0154
FB015413.CDF
cdf-fecal
FB0154
FB015414.CDF
cdf-fecal
FB0154
FB015415.CDF
cdf-fecal
FB0154
FB015416.CDF
cdf-fecal
FB0154
FB015417.CDF
cdf-fecal
FB0154
FB015418.CDF
cdf-fecal
FB0154
FB015419.CDF
cdf-fecal
FB0154
FB015420.CDF
cdf-fecal
FB0154
FB015421.CDF
cdf-fecal
FB0154
FB015422.CDF
cdf-fecal
FB0154
FB015423.CDF
cdf-fecal
FB0154
FB015424.CDF
cdf-fecal
FB0154
FB015425.CDF
cdf-fecal
FB0154
FB015426.CDF
cdf-fecal
FB0154
FB015427.CDF
cdf-fecal
FB0154
FB015428.CDF
cdf-fecal
FB0154
FB015429.CDF
cdf-fecal
FB0154
FB015430.CDF
cdf-fecal
FB0154
FB015431.CDF
cdf-fecal
FB0154
FB015432.CDF
cdf-fecal
FB0154
FB015433.CDF
cdf-fecal
FB0154
FB015434.CDF
cdf-fecal
FB0154
FB015435.CDF
cdf-fecal
FB0154
FB015436.CDF
cdf-fecal
FB0154
FB015437.CDF
cdf-fecal
FB0155
FB015501.CDF
cdf-fecal
FB0155
FB015502.CDF
cdf-fecal
FB0155
FB015503.CDF
cdf-fecal
FB0155
FB015504.CDF
cdf-fecal
FB0155
FB015505.CDF
cdf-fecal
FB0155
FB015506.CDF
cdf-fecal
FB0155
FB015507.CDF
cdf-fecal
FB0155
FB015508.CDF
cdf-fecal
FB0155
FB015509.CDF
cdf-fecal
FB0155
FB015510.CDF
cdf-fecal
FB0155
FB015511.CDF
cdf-fecal
FB0155
FB015512.CDF
cdf-fecal
FB0155
FB015513.CDF
cdf-fecal
FB0155
FB015514.CDF
cdf-fecal
FB0155
FB015515.CDF
cdf-fecal
FB0155
FB015516.CDF
cdf-fecal
FB0155
FB015517.CDF
cdf-fecal
FB0155
FB015518.CDF
cdf-fecal
FB0155
FB015519.CDF
cdf-fecal
FB0155
FB015520.CDF
cdf-fecal
FB0155
FB015521.CDF
cdf-fecal
FB0155
FB015522.CDF
cdf-fecal
FB0155
FB015523.CDF
cdf-fecal
FB0155
FB015524.CDF
cdf-fecal
FB0155
FB015525.CDF
cdf-fecal
FB0155
FB015526.CDF
cdf-fecal
FB0155
FB015527.CDF
cdf-fecal
FB0155
FB015528.CDF
cdf-fecal
FB0155
FB015529.CDF
cdf-fecal
FB0155
FB015530.CDF
cdf-fecal
FB0155
FB015531.CDF
cdf-fecal
FB0155
FB015532.CDF
cdf-fecal
FB0155
FB015533.CDF
cdf-fecal
FB0155
FB015534.CDF
cdf-fecal
FB0155
FB015535.CDF
cdf-fecal
FB0155
FB015536.CDF
cdf-fecal
FB0155
FB015537.CDF
cdf-fecal
FB0156
FB015601.CDF
cdf-fecal
FB0156
FB015602.CDF
cdf-fecal
FB0156
FB015603.CDF
cdf-fecal
FB0156
FB015604.CDF
cdf-fecal
FB0156
FB015605.CDF
cdf-fecal
FB0156
FB015606.CDF
cdf-fecal
FB0156
FB015607.CDF
cdf-fecal
FB0156
FB015608.CDF
cdf-fecal
FB0156
FB015609.CDF
cdf-fecal
FB0156
FB015610.CDF
cdf-fecal
FB0156
FB015611.CDF
cdf-fecal
FB0156
FB015612.CDF
cdf-fecal
FB0156
FB015613.CDF
cdf-fecal
FB0156
FB015614.CDF
cdf-fecal
FB0156
FB015615.CDF
cdf-fecal
FB0156
FB015616.CDF
cdf-fecal
FB0156
FB015617.CDF
cdf-fecal
FB0156
FB015618.CDF
cdf-fecal
FB0156
FB015619.CDF
cdf-fecal
FB0156
FB015620.CDF
cdf-fecal
FB0156
FB015621.CDF
cdf-fecal
FB0156
FB015622.CDF
cdf-fecal
FB0156
FB015623.CDF
cdf-fecal
FB0156
FB015624.CDF
cdf-fecal
FB0156
FB015625.CDF
cdf-fecal
FB0156
FB015626.CDF
cdf-fecal
FB0156
FB015627.CDF
cdf-fecal
FB0156
FB015628.CDF
cdf-fecal
FB0156
FB015629.CDF
cdf-fecal
FB0156
FB015630.CDF
cdf-fecal
FB0156
FB015631.CDF
cdf-fecal
FB0156
FB015632.CDF
cdf-fecal
FB0156
FB015633.CDF
cdf-fecal
FB0156
FB015634.CDF
cdf-fecal
FB0156
FB015635.CDF
cdf-fecal
FB0156
FB015636.CDF
cdf-fecal
FB0156
FB015637.CDF
cdf-fecal
FB0157
FB015701.CDF
cdf-fecal
FB0157
FB015702.CDF
cdf-fecal
FB0157
FB015703.CDF
cdf-fecal
FB0157
FB015704.CDF
cdf-fecal
FB0157
FB015705.CDF
cdf-fecal
FB0157
FB015706.CDF
cdf-fecal
FB0157
FB015707.CDF
cdf-fecal
FB0157
FB015708.CDF
cdf-fecal
FB0157
FB015709.CDF
cdf-fecal
FB0157
FB015710.CDF
cdf-fecal
FB0157
FB015711.CDF
cdf-fecal
FB0157
FB015712.CDF
cdf-fecal
FB0157
FB015713.CDF
cdf-fecal
FB0157
FB015714.CDF
cdf-fecal
FB0157
FB015715.CDF
cdf-fecal
FB0157
FB015716.CDF
cdf-fecal
FB0157
FB015717.CDF
cdf-fecal
FB0157
FB015718.CDF
cdf-fecal
FB0157
FB015719.CDF
cdf-fecal
FB0157
FB015720.CDF
cdf-fecal
FB0157
FB015721.CDF
cdf-fecal
FB0157
FB015722.CDF
cdf-fecal
FB0157
FB015723.CDF
cdf-fecal
FB0157
FB015724.CDF
cdf-fecal
FB0157
FB015725.CDF
cdf-fecal
FB0157
FB015726.CDF
cdf-fecal
FB0157
FB015727.CDF
cdf-fecal
FB0157
FB015728.CDF
cdf-fecal
FB0157
FB015729.CDF
cdf-fecal
FB0157
FB015730.CDF
cdf-fecal
FB0157
FB015731.CDF
cdf-fecal
FB0157
FB015732.CDF
cdf-fecal
FB0157
FB015733.CDF
cdf-fecal
FB0157
FB015734.CDF
cdf-fecal
FB0157
FB015735.CDF
cdf-fecal
FB0157
FB015736.CDF
cdf-fecal
FB0157
FB015737.CDF
cdf-fecal
FB0158
FB015801.CDF
cdf-fecal
FB0158
FB015802.CDF
cdf-fecal
FB0158
FB015803.CDF
cdf-fecal
FB0158
FB015804.CDF
cdf-fecal
FB0158
FB015805.CDF
cdf-fecal
FB0158
FB015806.CDF
cdf-fecal
FB0158
FB015807.CDF
cdf-fecal
FB0158
FB015808.CDF
cdf-fecal
FB0158
FB015809.CDF
cdf-fecal
FB0158
FB015810.CDF
cdf-fecal
FB0158
FB015811.CDF
cdf-fecal
FB0158
FB015812.CDF
cdf-fecal
FB0158
FB015813.CDF
cdf-fecal
FB0158
FB015814.CDF
cdf-fecal
FB0158
FB015815.CDF
cdf-fecal
FB0158
FB015816.CDF
cdf-fecal
FB0158
FB015817.CDF
cdf-fecal
FB0158
FB015818.CDF
cdf-fecal
FB0158
FB015819.CDF
cdf-fecal
FB0158
FB015820.CDF
cdf-fecal
FB0158
FB015821.CDF
cdf-fecal
FB0158
FB015822.CDF
cdf-fecal
FB0158
FB015823.CDF
cdf-fecal
FB0158
FB015824.CDF
cdf-fecal
FB0158
FB015825.CDF
cdf-fecal
FB0158
FB015826.CDF
cdf-fecal
FB0158
FB015827.CDF
cdf-fecal
FB0158
FB015828.CDF
cdf-fecal
FB0158
FB015829.CDF
cdf-fecal
FB0158
FB015830.CDF
cdf-fecal
FB0158
FB015831.CDF
cdf-fecal
FB0158
FB015832.CDF
cdf-fecal
FB0158
FB015833.CDF
cdf-fecal
FB0158
FB015834.CDF
cdf-fecal
FB0158
FB015835.CDF
cdf-fecal
FB0158
FB015836.CDF
cdf-fecal
FB0158
FB015837.CDF
cdf-fecal
FB0159
FB015901.CDF
cdf-fecal
FB0159
FB015902.CDF
cdf-fecal
FB0159
FB015903.CDF
cdf-fecal
FB0159
FB015904.CDF
cdf-fecal
FB0159
FB015905.CDF
cdf-fecal
FB0159
FB015906.CDF
cdf-fecal
FB0159
FB015907.CDF
cdf-fecal
FB0159
FB015908.CDF
cdf-fecal
FB0159
FB015909.CDF
cdf-fecal
FB0159
FB015910.CDF
cdf-fecal
FB0159
FB015911.CDF
cdf-fecal
FB0159
FB015912.CDF
cdf-fecal
FB0159
FB015913.CDF
cdf-fecal
FB0159
FB015914.CDF
cdf-fecal
FB0159
FB015915.CDF
cdf-fecal
FB0159
FB015916.CDF
cdf-fecal
FB0159
FB015917.CDF
cdf-fecal
FB0159
FB015918.CDF
cdf-fecal
FB0159
FB015919.CDF
cdf-fecal
FB0159
FB015920.CDF
cdf-fecal
FB0159
FB015921.CDF
cdf-fecal
FB0159
FB015922.CDF
cdf-fecal
FB0159
FB015923.CDF
cdf-fecal
FB0159
FB015924.CDF
cdf-fecal
FB0159
FB015925.CDF
cdf-fecal
FB0159
FB015926.CDF
cdf-fecal
FB0159
FB015927.CDF
cdf-fecal
FB0159
FB015928.CDF
cdf-fecal
FB0159
FB015929.CDF
cdf-fecal
FB0159
FB015930.CDF
cdf-fecal
FB0159
FB015931.CDF
cdf-fecal
FB0159
FB015932.CDF
cdf-fecal
FB0159
FB015933.CDF
cdf-fecal
FB0159
FB015934.CDF
cdf-fecal
FB0159
FB015935.CDF
cdf-fecal
FB0159
FB015936.CDF
cdf-fecal
FB0159
FB015937.CDF
cdf-fecal
FB0160
FB016001.CDF
cdf-fecal
FB0160
FB016002.CDF
cdf-fecal
FB0160
FB016003.CDF
cdf-fecal
FB0160
FB016004.CDF
cdf-fecal
FB0160
FB016005.CDF
cdf-fecal
FB0160
FB016006.CDF
cdf-fecal
FB0160
FB016007.CDF
cdf-fecal
FB0160
FB016008.CDF
cdf-fecal
FB0160
FB016009.CDF
cdf-fecal
FB0160
FB016010.CDF
cdf-fecal
FB0160
FB016011.CDF
cdf-fecal
FB0160
FB016012.CDF
cdf-fecal
FB0160
FB016013.CDF
cdf-fecal
FB0160
FB016014.CDF
cdf-fecal
FB0160
FB016015.CDF
cdf-fecal
FB0160
FB016016.CDF
cdf-fecal
FB0160
FB016017.CDF
cdf-fecal
FB0160
FB016018.CDF
cdf-fecal
FB0160
FB016019.CDF
cdf-fecal
FB0160
FB016020.CDF
cdf-fecal
FB0160
FB016021.CDF
cdf-fecal
FB0160
FB016022.CDF
cdf-fecal
FB0160
FB016023.CDF
cdf-fecal
FB0160
FB016024.CDF
cdf-fecal
FB0160
FB016025.CDF
cdf-fecal
FB0160
FB016026.CDF
cdf-fecal
FB0160
FB016027.CDF
cdf-fecal
FB0160
FB016028.CDF
cdf-fecal
FB0160
FB016029.CDF
cdf-fecal
FB0160
FB016030.CDF
cdf-fecal
FB0160
FB016031.CDF
cdf-fecal
FB0160
FB016032.CDF
cdf-fecal
FB0160
FB016033.CDF
cdf-fecal
FB0160
FB016034.CDF
cdf-fecal
FB0160
FB016035.CDF
cdf-fecal
FB0160
FB016036.CDF
cdf-fecal
FB0160
FB016037.CDF
cdf-fecal
FB0161
FB016101.CDF
cdf-fecal
FB0161
FB016102.CDF
cdf-fecal
FB0161
FB016103.CDF
cdf-fecal
FB0161
FB016104.CDF
cdf-fecal
FB0161
FB016105.CDF
cdf-fecal
FB0161
FB016106.CDF
cdf-fecal
FB0161
FB016107.CDF
cdf-fecal
FB0161
FB016108.CDF
cdf-fecal
FB0161
FB016109.CDF
cdf-fecal
FB0161
FB016110.CDF
cdf-fecal
FB0161
FB016111.CDF
cdf-fecal
FB0161
FB016112.CDF
cdf-fecal
FB0161
FB016113.CDF
cdf-fecal
FB0161
FB016114.CDF
cdf-fecal
FB0161
FB016115.CDF
cdf-fecal
FB0161
FB016116.CDF
cdf-fecal
FB0161
FB016117.CDF
cdf-fecal
FB0161
FB016118.CDF
cdf-fecal
FB0161
FB016119.CDF
cdf-fecal
FB0161
FB016120.CDF
cdf-fecal
FB0161
FB016121.CDF
cdf-fecal
FB0161
FB016122.CDF
cdf-fecal
FB0161
FB016123.CDF
cdf-fecal
FB0161
FB016124.CDF
cdf-fecal
FB0161
FB016125.CDF
cdf-fecal
FB0161
FB016126.CDF
cdf-fecal
FB0161
FB016127.CDF
cdf-fecal
FB0161
FB016128.CDF
cdf-fecal
FB0161
FB016129.CDF
cdf-fecal
FB0161
FB016130.CDF
cdf-fecal
FB0161
FB016131.CDF
cdf-fecal
FB0161
FB016132.CDF
cdf-fecal
FB0161
FB016133.CDF
cdf-fecal
FB0161
FB016134.CDF
cdf-fecal
FB0161
FB016135.CDF
cdf-fecal
FB0161
FB016136.CDF
cdf-fecal
FB0161
FB016137.CDF
cdf-fecal
FB0162
FB016201.CDF
cdf-fecal
FB0162
FB016202.CDF
cdf-fecal
FB0162
FB016203.CDF
cdf-fecal
FB0162
FB016204.CDF
cdf-fecal
FB0162
FB016205.CDF
cdf-fecal
FB0162
FB016206.CDF
cdf-fecal
FB0162
FB016207.CDF
cdf-fecal
FB0162
FB016208.CDF
cdf-fecal
FB0162
FB016209.CDF
cdf-fecal
FB0162
FB016210.CDF
cdf-fecal
FB0162
FB016211.CDF
cdf-fecal
FB0162
FB016212.CDF
cdf-fecal
FB0162
FB016213.CDF
cdf-fecal
FB0162
FB016214.CDF
cdf-fecal
FB0162
FB016215.CDF
cdf-fecal
FB0162
FB016216.CDF
cdf-fecal
FB0162
FB016217.CDF
cdf-fecal
FB0162
FB016218.CDF
cdf-fecal
FB0162
FB016219.CDF
cdf-fecal
FB0162
FB016220.CDF
cdf-fecal
FB0162
FB016221.CDF
cdf-fecal
FB0162
FB016222.CDF
cdf-fecal
FB0162
FB016223.CDF
cdf-fecal
FB0162
FB016224.CDF
cdf-fecal
FB0162
FB016225.CDF
cdf-fecal
FB0162
FB016226.CDF
cdf-fecal
FB0162
FB016227.CDF
cdf-fecal
FB0162
FB016228.CDF
cdf-fecal
FB0162
FB016229.CDF
cdf-fecal
FB0162
FB016230.CDF
cdf-fecal
FB0162
FB016231.CDF
cdf-fecal
FB0162
FB016232.CDF
cdf-fecal
FB0162
FB016233.CDF
cdf-fecal
FB0162
FB016234.CDF
cdf-fecal
FB0162
FB016235.CDF
cdf-fecal
FB0162
FB016236.CDF
cdf-fecal
FB0162
FB016237.CDF
cdf-fecal
FB0163
FB016301.CDF
cdf-fecal
FB0163
FB016302.CDF
cdf-fecal
FB0163
FB016303.CDF
cdf-fecal
FB0163
FB016304.CDF
cdf-fecal
FB0163
FB016305.CDF
cdf-fecal
FB0163
FB016306.CDF
cdf-fecal
FB0163
FB016307.CDF
cdf-fecal
FB0163
FB016308.CDF
cdf-fecal
FB0163
FB016309.CDF
cdf-fecal
FB0163
FB016310.CDF
cdf-fecal
FB0163
FB016311.CDF
cdf-fecal
FB0163
FB016312.CDF
cdf-fecal
FB0163
FB016313.CDF
cdf-fecal
FB0163
FB016314.CDF
cdf-fecal
FB0163
FB016315.CDF
cdf-fecal
FB0163
FB016316.CDF
cdf-fecal
FB0163
FB016317.CDF
cdf-fecal
FB0163
FB016318.CDF
cdf-fecal
FB0163
FB016319.CDF
cdf-fecal
FB0163
FB016320.CDF
cdf-fecal
FB0163
FB016321.CDF
cdf-fecal
FB0163
FB016322.CDF
cdf-fecal
FB0163
FB016323.CDF
cdf-fecal
FB0163
FB016324.CDF
cdf-fecal
FB0163
FB016325.CDF
cdf-fecal
FB0163
FB016326.CDF
cdf-fecal
FB0163
FB016327.CDF
cdf-fecal
FB0163
FB016328.CDF
cdf-fecal
FB0163
FB016329.CDF
cdf-fecal
FB0163
FB016330.CDF
cdf-fecal
FB0163
FB016331.CDF
cdf-fecal
FB0163
FB016332.CDF
cdf-fecal
FB0163
FB016333.CDF
cdf-fecal
FB0163
FB016334.CDF
cdf-fecal
FB0163
FB016335.CDF
cdf-fecal
FB0163
FB016336.CDF
cdf-fecal
FB0163
FB016337.CDF
cdf-fecal
FB0164
FB016401.CDF
cdf-fecal
FB0164
FB016402.CDF
cdf-fecal
FB0164
FB016403.CDF
cdf-fecal
FB0164
FB016404.CDF
cdf-fecal
FB0164
FB016405.CDF
cdf-fecal
FB0164
FB016406.CDF
cdf-fecal
FB0164
FB016407.CDF
cdf-fecal
FB0164
FB016408.CDF
cdf-fecal
FB0164
FB016409.CDF
cdf-fecal
FB0164
FB016410.CDF
cdf-fecal
FB0164
FB016411.CDF
cdf-fecal
FB0164
FB016412.CDF
cdf-fecal
FB0164
FB016413.CDF
cdf-fecal
FB0164
FB016414.CDF
cdf-fecal
FB0164
FB016415.CDF
cdf-fecal
FB0164
FB016416.CDF
cdf-fecal
FB0164
FB016417.CDF
cdf-fecal
FB0164
FB016418.CDF
cdf-fecal
FB0164
FB016419.CDF
cdf-fecal
FB0164
FB016420.CDF
cdf-fecal
FB0164
FB016421.CDF
cdf-fecal
FB0164
FB016422.CDF
cdf-fecal
FB0164
FB016423.CDF
cdf-fecal
FB0164
FB016424.CDF
cdf-fecal
FB0164
FB016425.CDF
cdf-fecal
FB0164
FB016426.CDF
cdf-fecal
FB0164
FB016427.CDF
cdf-fecal
FB0164
FB016428.CDF
cdf-fecal
FB0164
FB016429.CDF
cdf-fecal
FB0164
FB016430.CDF
cdf-fecal
FB0164
FB016431.CDF
cdf-fecal
FB0164
FB016432.CDF
cdf-fecal
FB0164
FB016433.CDF
cdf-fecal
FB0164
FB016434.CDF
cdf-fecal
FB0164
FB016435.CDF
cdf-fecal
FB0164
FB016436.CDF
cdf-fecal
FB0164
FB016437.CDF
cdf-fecal
FB0165
FB016501.CDF
cdf-fecal
FB0165
FB016502.CDF
cdf-fecal
FB0165
FB016503.CDF
cdf-fecal
FB0165
FB016504.CDF
cdf-fecal
FB0165
FB016505.CDF
cdf-fecal
FB0165
FB016506.CDF
cdf-fecal
FB0165
FB016507.CDF
cdf-fecal
FB0165
FB016508.CDF
cdf-fecal
FB0165
FB016509.CDF
cdf-fecal
FB0165
FB016510.CDF
cdf-fecal
FB0165
FB016511.CDF
cdf-fecal
FB0165
FB016512.CDF
cdf-fecal
FB0165
FB016513.CDF
cdf-fecal
FB0165
FB016514.CDF
cdf-fecal
FB0165
FB016515.CDF
cdf-fecal
FB0165
FB016516.CDF
cdf-fecal
FB0165
FB016517.CDF
cdf-fecal
FB0165
FB016518.CDF
cdf-fecal
FB0165
FB016519.CDF
cdf-fecal
FB0165
FB016520.CDF
cdf-fecal
FB0165
FB016521.CDF
cdf-fecal
FB0165
FB016522.CDF
cdf-fecal
FB0165
FB016523.CDF
cdf-fecal
FB0165
FB016524.CDF
cdf-fecal
FB0165
FB016525.CDF
cdf-fecal
FB0165
FB016526.CDF
cdf-fecal
FB0165
FB016527.CDF
cdf-fecal
FB0165
FB016528.CDF
cdf-fecal
FB0165
FB016529.CDF
cdf-fecal
FB0165
FB016530.CDF
cdf-fecal
FB0165
FB016531.CDF
cdf-fecal
FB0165
FB016532.CDF
cdf-fecal
FB0165
FB016533.CDF
cdf-fecal
FB0165
FB016534.CDF
cdf-fecal
FB0165
FB016535.CDF
cdf-fecal
FB0165
FB016536.CDF
cdf-fecal
FB0165
FB016537.CDF
cdf-fecal
FB0166
FB016601.CDF
cdf-fecal
FB0166
FB016602.CDF
cdf-fecal
FB0166
FB016603.CDF
cdf-fecal
FB0166
FB016604.CDF
cdf-fecal
FB0166
FB016605.CDF
cdf-fecal
FB0166
FB016606.CDF
cdf-fecal
FB0166
FB016607.CDF
cdf-fecal
FB0166
FB016608.CDF
cdf-fecal
FB0166
FB016609.CDF
cdf-fecal
FB0166
FB016610.CDF
cdf-fecal
FB0166
FB016611.CDF
cdf-fecal
FB0166
FB016612.CDF
cdf-fecal
FB0166
FB016613.CDF
cdf-fecal
FB0166
FB016614.CDF
cdf-fecal
FB0166
FB016615.CDF
cdf-fecal
FB0166
FB016616.CDF
cdf-fecal
FB0166
FB016617.CDF
cdf-fecal
FB0166
FB016618.CDF
cdf-fecal
FB0166
FB016619.CDF
cdf-fecal
FB0166
FB016620.CDF
cdf-fecal
FB0166
FB016621.CDF
cdf-fecal
FB0166
FB016622.CDF
cdf-fecal
FB0166
FB016623.CDF
cdf-fecal
FB0166
FB016624.CDF
cdf-fecal
FB0166
FB016625.CDF
cdf-fecal
FB0166
FB016626.CDF
cdf-fecal
FB0166
FB016627.CDF
cdf-fecal
FB0166
FB016628.CDF
cdf-fecal
FB0166
FB016629.CDF
cdf-fecal
FB0166
FB016630.CDF
cdf-fecal
FB0166
FB016631.CDF
cdf-fecal
FB0166
FB016632.CDF
cdf-fecal
FB0166
FB016633.CDF
cdf-fecal
FB0166
FB016634.CDF
cdf-fecal
FB0166
FB016635.CDF
cdf-fecal
FB0166
FB016636.CDF
cdf-fecal
FB0166
FB016637.CDF
cdf-fecal
FB0167
FB016701.CDF
cdf-fecal
FB0167
FB016702.CDF
cdf-fecal
FB0167
FB016703.CDF
cdf-fecal
FB0167
FB016704.CDF
cdf-fecal
FB0167
FB016705.CDF
cdf-fecal
FB0167
FB016706.CDF
cdf-fecal
FB0167
FB016707.CDF
cdf-fecal
FB0167
FB016708.CDF
cdf-fecal
FB0167
FB016709.CDF
cdf-fecal
FB0167
FB016710.CDF
cdf-fecal
FB0167
FB016711.CDF
cdf-fecal
FB0167
FB016712.CDF
cdf-fecal
FB0167
FB016713.CDF
cdf-fecal
FB0167
FB016714.CDF
cdf-fecal
FB0167
FB016715.CDF
cdf-fecal
FB0167
FB016716.CDF
cdf-fecal
FB0167
FB016717.CDF
cdf-fecal
FB0167
FB016718.CDF
cdf-fecal
FB0167
FB016719.CDF
cdf-fecal
FB0167
FB016720.CDF
cdf-fecal
FB0167
FB016721.CDF
cdf-fecal
FB0167
FB016722.CDF
cdf-fecal
FB0167
FB016723.CDF
cdf-fecal
FB0167
FB016724.CDF
cdf-fecal
FB0167
FB016725.CDF
cdf-fecal
FB0167
FB016726.CDF
cdf-fecal
FB0167
FB016727.CDF
cdf-fecal
FB0167
FB016728.CDF
cdf-fecal
FB0167
FB016729.CDF
cdf-fecal
FB0167
FB016730.CDF
cdf-fecal
FB0167
FB016731.CDF
cdf-fecal
FB0167
FB016732.CDF
cdf-fecal
FB0167
FB016733.CDF
cdf-fecal
FB0167
FB016734.CDF
cdf-fecal
FB0167
FB016735.CDF
cdf-fecal
FB0167
FB016736.CDF
cdf-fecal
FB0167
FB016737.CDF
cdf-fecal
FB0168
FB016801.CDF
cdf-fecal
FB0168
FB016802.CDF
cdf-fecal
FB0168
FB016803.CDF
cdf-fecal
FB0168
FB016804.CDF
cdf-fecal
FB0168
FB016805.CDF
cdf-fecal
FB0168
FB016806.CDF
cdf-fecal
FB0168
FB016807.CDF
cdf-fecal
FB0168
FB016808.CDF
cdf-fecal
FB0168
FB016809.CDF
cdf-fecal
FB0168
FB016810.CDF
cdf-fecal
FB0168
FB016811.CDF
cdf-fecal
FB0168
FB016812.CDF
cdf-fecal
FB0168
FB016813.CDF
cdf-fecal
FB0168
FB016814.CDF
cdf-fecal
FB0168
FB016815.CDF
cdf-fecal
FB0168
FB016816.CDF
cdf-fecal
FB0168
FB016817.CDF
cdf-fecal
FB0168
FB016818.CDF
cdf-fecal
FB0168
FB016819.CDF
cdf-fecal
FB0168
FB016820.CDF
cdf-fecal
FB0168
FB016821.CDF
cdf-fecal
FB0168
FB016822.CDF
cdf-fecal
FB0168
FB016823.CDF
cdf-fecal
FB0168
FB016824.CDF
cdf-fecal
FB0168
FB016825.CDF
cdf-fecal
FB0168
FB016826.CDF
cdf-fecal
FB0168
FB016827.CDF
cdf-fecal
FB0168
FB016828.CDF
cdf-fecal
FB0168
FB016829.CDF
cdf-fecal
FB0168
FB016830.CDF
cdf-fecal
FB0168
FB016831.CDF
cdf-fecal
FB0168
FB016832.CDF
cdf-fecal
FB0168
FB016833.CDF
cdf-fecal
FB0168
FB016834.CDF
cdf-fecal
FB0168
FB016835.CDF
cdf-fecal
FB0168
FB016836.CDF
cdf-fecal
FB0168
FB016837.CDF
cdf-fecal
FB0169
FB016901.CDF
cdf-fecal
FB0169
FB016902.CDF
cdf-fecal
FB0169
FB016903.CDF
cdf-fecal
FB0169
FB016904.CDF
cdf-fecal
FB0169
FB016905.CDF
cdf-fecal
FB0169
FB016906.CDF
cdf-fecal
FB0169
FB016907.CDF
cdf-fecal
FB0169
FB016908.CDF
cdf-fecal
FB0169
FB016909.CDF
cdf-fecal
FB0169
FB016910.CDF
cdf-fecal
FB0169
FB016911.CDF
cdf-fecal
FB0169
FB016912.CDF
cdf-fecal
FB0169
FB016913.CDF
cdf-fecal
FB0169
FB016914.CDF
cdf-fecal
FB0169
FB016915.CDF
cdf-fecal
FB0169
FB016916.CDF
cdf-fecal
FB0169
FB016917.CDF
cdf-fecal
FB0169
FB016918.CDF
cdf-fecal
FB0169
FB016919.CDF
cdf-fecal
FB0169
FB016920.CDF
cdf-fecal
FB0169
FB016921.CDF
cdf-fecal
FB0169
FB016922.CDF
cdf-fecal
FB0169
FB016923.CDF
cdf-fecal
FB0169
FB016924.CDF
cdf-fecal
FB0169
FB016925.CDF
cdf-fecal
FB0169
FB016926.CDF
cdf-fecal
FB0169
FB016927.CDF
cdf-fecal
FB0169
FB016928.CDF
cdf-fecal
FB0169
FB016929.CDF
cdf-fecal
FB0169
FB016930.CDF
cdf-fecal
FB0169
FB016931.CDF
cdf-fecal
FB0169
FB016932.CDF
cdf-fecal
FB0169
FB016933.CDF
cdf-fecal
FB0169
FB016934.CDF
cdf-fecal
FB0169
FB016935.CDF
cdf-fecal
FB0169
FB016936.CDF
cdf-fecal
FB0169
FB016937.CDF
cdf-fecal
FB0170
FB017001.CDF
cdf-fecal
FB0170
FB017002.CDF
cdf-fecal
FB0170
FB017003.CDF
cdf-fecal
FB0170
FB017004.CDF
cdf-fecal
FB0170
FB017005.CDF
cdf-fecal
FB0170
FB017006.CDF
cdf-fecal
FB0170
FB017007.CDF
cdf-fecal
FB0170
FB017008.CDF
cdf-fecal
FB0170
FB017009.CDF
cdf-fecal
FB0170
FB017010.CDF
cdf-fecal
FB0170
FB017011.CDF
cdf-fecal
FB0170
FB017012.CDF
cdf-fecal
FB0170
FB017013.CDF
cdf-fecal
FB0170
FB017014.CDF
cdf-fecal
FB0170
FB017015.CDF
cdf-fecal
FB0170
FB017016.CDF
cdf-fecal
FB0170
FB017017.CDF
cdf-fecal
FB0170
FB017018.CDF
cdf-fecal
FB0170
FB017019.CDF
cdf-fecal
FB0170
FB017020.CDF
cdf-fecal
FB0170
FB017021.CDF
cdf-fecal
FB0170
FB017022.CDF
cdf-fecal
FB0170
FB017023.CDF
cdf-fecal
FB0170
FB017024.CDF
cdf-fecal
FB0170
FB017025.CDF
cdf-fecal
FB0170
FB017026.CDF
cdf-fecal
FB0170
FB017027.CDF
cdf-fecal
FB0170
FB017028.CDF
cdf-fecal
FB0170
FB017029.CDF
cdf-fecal
FB0170
FB017030.CDF
cdf-fecal
FB0170
FB017031.CDF
cdf-fecal
FB0170
FB017032.CDF
cdf-fecal
FB0170
FB017033.CDF
cdf-fecal
FB0170
FB017034.CDF
cdf-fecal
FB0170
FB017035.CDF
cdf-fecal
FB0170
FB017036.CDF
cdf-fecal
FB0170
FB017037.CDF
cdf-fecal
FB0171
FB017101.CDF
cdf-fecal
FB0171
FB017102.CDF
cdf-fecal
FB0171
FB017103.CDF
cdf-fecal
FB0171
FB017104.CDF
cdf-fecal
FB0171
FB017105.CDF
cdf-fecal
FB0171
FB017106.CDF
cdf-fecal
FB0171
FB017107.CDF
cdf-fecal
FB0171
FB017108.CDF
cdf-fecal
FB0171
FB017109.CDF
cdf-fecal
FB0171
FB017110.CDF
cdf-fecal
FB0171
FB017111.CDF
cdf-fecal
FB0171
FB017112.CDF
cdf-fecal
FB0171
FB017113.CDF
cdf-fecal
FB0171
FB017114.CDF
cdf-fecal
FB0171
FB017115.CDF
cdf-fecal
FB0171
FB017116.CDF
cdf-fecal
FB0171
FB017117.CDF
cdf-fecal
FB0171
FB017118.CDF
cdf-fecal
FB0171
FB017119.CDF
cdf-fecal
FB0171
FB017120.CDF
cdf-fecal
FB0171
FB017121.CDF
cdf-fecal
FB0171
FB017122.CDF
cdf-fecal
FB0171
FB017123.CDF
cdf-fecal
FB0171
FB017124.CDF
cdf-fecal
FB0171
FB017125.CDF
cdf-fecal
FB0171
FB017126.CDF
cdf-fecal
FB0171
FB017127.CDF
cdf-fecal
FB0171
FB017128.CDF
cdf-fecal
FB0171
FB017129.CDF
cdf-fecal
FB0171
FB017130.CDF
cdf-fecal
FB0171
FB017131.CDF
cdf-fecal
FB0171
FB017132.CDF
cdf-fecal
FB0171
FB017133.CDF
cdf-fecal
FB0171
FB017134.CDF
cdf-fecal
FB0171
FB017135.CDF
cdf-fecal
FB0171
FB017136.CDF
cdf-fecal
FB0171
FB017137.CDF
cdf-fecal
FB0172
FB017201.CDF
cdf-fecal
FB0172
FB017202.CDF
cdf-fecal
FB0172
FB017203.CDF
cdf-fecal
FB0172
FB017204.CDF
cdf-fecal
FB0172
FB017205.CDF
cdf-fecal
FB0172
FB017206.CDF
cdf-fecal
FB0172
FB017207.CDF
cdf-fecal
FB0172
FB017208.CDF
cdf-fecal
FB0172
FB017209.CDF
cdf-fecal
FB0172
FB017210.CDF
cdf-fecal
FB0172
FB017211.CDF
cdf-fecal
FB0172
FB017212.CDF
cdf-fecal
FB0172
FB017213.CDF
cdf-fecal
FB0172
FB017214.CDF
cdf-fecal
FB0172
FB017215.CDF
cdf-fecal
FB0172
FB017216.CDF
cdf-fecal
FB0172
FB017217.CDF
cdf-fecal
FB0172
FB017218.CDF
cdf-fecal
FB0172
FB017219.CDF
cdf-fecal
FB0172
FB017220.CDF
cdf-fecal
FB0172
FB017221.CDF
cdf-fecal
FB0172
FB017222.CDF
cdf-fecal
FB0172
FB017223.CDF
cdf-fecal
FB0172
FB017224.CDF
cdf-fecal
FB0172
FB017225.CDF
cdf-fecal
FB0172
FB017226.CDF
cdf-fecal
FB0172
FB017227.CDF
cdf-fecal
FB0172
FB017228.CDF
cdf-fecal
FB0172
FB017229.CDF
cdf-fecal
FB0172
FB017230.CDF
cdf-fecal
FB0172
FB017231.CDF
cdf-fecal
FB0172
FB017232.CDF
cdf-fecal
FB0172
FB017233.CDF
cdf-fecal
FB0172
FB017234.CDF
cdf-fecal
FB0172
FB017235.CDF
cdf-fecal
FB0172
FB017236.CDF
cdf-fecal
FB0172
FB017237.CDF
cdf-fecal
FB0173
FB017301.CDF
cdf-fecal
FB0173
FB017302.CDF
cdf-fecal
FB0173
FB017303.CDF
cdf-fecal
FB0173
FB017304.CDF
cdf-fecal
FB0173
FB017305.CDF
cdf-fecal
FB0173
FB017306.CDF
cdf-fecal
FB0173
FB017307.CDF
cdf-fecal
FB0173
FB017308.CDF
cdf-fecal
FB0173
FB017309.CDF
cdf-fecal
FB0173
FB017310.CDF
cdf-fecal
FB0173
FB017311.CDF
cdf-fecal
FB0173
FB017312.CDF
cdf-fecal
FB0173
FB017313.CDF
cdf-fecal
FB0173
FB017314.CDF
cdf-fecal
FB0173
FB017315.CDF
cdf-fecal
FB0173
FB017316.CDF
cdf-fecal
FB0173
FB017317.CDF
cdf-fecal
FB0173
FB017318.CDF
cdf-fecal
FB0173
FB017319.CDF
cdf-fecal
FB0173
FB017320.CDF
cdf-fecal
FB0173
FB017321.CDF
cdf-fecal
FB0173
FB017322.CDF
cdf-fecal
FB0173
FB017323.CDF
cdf-fecal
FB0173
FB017324.CDF
cdf-fecal
FB0173
FB017325.CDF
cdf-fecal
FB0173
FB017326.CDF
cdf-fecal
FB0173
FB017327.CDF
cdf-fecal
FB0173
FB017328.CDF
cdf-fecal
FB0173
FB017329.CDF
cdf-fecal
FB0173
FB017330.CDF
cdf-fecal
FB0173
FB017331.CDF
cdf-fecal
FB0173
FB017332.CDF
cdf-fecal
FB0173
FB017333.CDF
cdf-fecal
FB0173
FB017334.CDF
cdf-fecal
FB0173
FB017335.CDF
cdf-fecal
FB0173
FB017336.CDF
cdf-fecal
FB0173
FB017337.CDF
cdf-fecal
FB0174
FB017401.CDF
cdf-fecal
FB0174
FB017402.CDF
cdf-fecal
FB0174
FB017403.CDF
cdf-fecal
FB0174
FB017404.CDF
cdf-fecal
FB0174
FB017405.CDF
cdf-fecal
FB0174
FB017406.CDF
cdf-fecal
FB0174
FB017407.CDF
cdf-fecal
FB0174
FB017408.CDF
cdf-fecal
FB0174
FB017409.CDF
cdf-fecal
FB0174
FB017410.CDF
cdf-fecal
FB0174
FB017411.CDF
cdf-fecal
FB0174
FB017412.CDF
cdf-fecal
FB0174
FB017413.CDF
cdf-fecal
FB0174
FB017414.CDF
cdf-fecal
FB0174
FB017415.CDF
cdf-fecal
FB0174
FB017416.CDF
cdf-fecal
FB0174
FB017417.CDF
cdf-fecal
FB0174
FB017418.CDF
cdf-fecal
FB0174
FB017419.CDF
cdf-fecal
FB0174
FB017420.CDF
cdf-fecal
FB0174
FB017421.CDF
cdf-fecal
FB0174
FB017422.CDF
cdf-fecal
FB0174
FB017423.CDF
cdf-fecal
FB0174
FB017424.CDF
cdf-fecal
FB0174
FB017425.CDF
cdf-fecal
FB0174
FB017426.CDF
cdf-fecal
FB0174
FB017427.CDF
cdf-fecal
FB0174
FB017428.CDF
cdf-fecal
FB0174
FB017429.CDF
cdf-fecal
FB0174
FB017430.CDF
cdf-fecal
FB0174
FB017431.CDF
cdf-fecal
FB0174
FB017432.CDF
cdf-fecal
FB0174
FB017433.CDF
cdf-fecal
FB0174
FB017434.CDF
cdf-fecal
FB0174
FB017435.CDF
cdf-fecal
FB0174
FB017436.CDF
cdf-fecal
FB0174
FB017437.CDF
cdf-fecal
FB0175
FB017501.CDF
cdf-fecal
FB0175
FB017502.CDF
cdf-fecal
FB0175
FB017503.CDF
cdf-fecal
FB0175
FB017504.CDF
cdf-fecal
FB0175
FB017505.CDF
cdf-fecal
FB0175
FB017506.CDF
cdf-fecal
FB0175
FB017507.CDF
cdf-fecal
FB0175
FB017508.CDF
cdf-fecal
FB0175
FB017509.CDF
cdf-fecal
FB0175
FB017510.CDF
cdf-fecal
FB0175
FB017511.CDF
cdf-fecal
FB0175
FB017512.CDF
cdf-fecal
FB0175
FB017513.CDF
cdf-fecal
FB0175
FB017514.CDF
cdf-fecal
FB0175
FB017515.CDF
cdf-fecal
FB0175
FB017516.CDF
cdf-fecal
FB0175
FB017517.CDF
cdf-fecal
FB0175
FB017518.CDF
cdf-fecal
FB0175
FB017519.CDF
cdf-fecal
FB0175
FB017520.CDF
cdf-fecal
FB0175
FB017521.CDF
cdf-fecal
FB0175
FB017522.CDF
cdf-fecal
FB0175
FB017523.CDF
cdf-fecal
FB0175
FB017524.CDF
cdf-fecal
FB0175
FB017525.CDF
cdf-fecal
FB0175
FB017526.CDF
cdf-fecal
FB0175
FB017527.CDF
cdf-fecal
FB0175
FB017528.CDF
cdf-fecal
FB0175
FB017529.CDF
cdf-fecal
FB0175
FB017530.CDF
cdf-fecal
FB0175
FB017531.CDF
cdf-fecal
FB0175
FB017532.CDF
cdf-fecal
FB0175
FB017533.CDF
cdf-fecal
FB0175
FB017534.CDF
cdf-fecal
FB0175
FB017535.CDF
cdf-fecal
FB0175
FB017536.CDF
cdf-fecal
FB0175
FB017537.CDF
cdf-fecal
FB0176
FB017601.CDF
cdf-fecal
FB0176
FB017602.CDF
cdf-fecal
FB0176
FB017603.CDF
cdf-fecal
FB0176
FB017604.CDF
cdf-fecal
FB0176
FB017605.CDF
cdf-fecal
FB0176
FB017606.CDF
cdf-fecal
FB0176
FB017607.CDF
cdf-fecal
FB0176
FB017608.CDF
cdf-fecal
FB0176
FB017609.CDF
cdf-fecal
FB0176
FB017610.CDF
cdf-fecal
FB0176
FB017611.CDF
cdf-fecal
FB0176
FB017612.CDF
cdf-fecal
FB0176
FB017613.CDF
cdf-fecal
FB0176
FB017614.CDF
cdf-fecal
FB0176
FB017615.CDF
cdf-fecal
FB0176
FB017616.CDF
cdf-fecal
FB0176
FB017617.CDF
cdf-fecal
FB0176
FB017618.CDF
cdf-fecal
FB0176
FB017619.CDF
cdf-fecal
FB0176
FB017620.CDF
cdf-fecal
FB0176
FB017621.CDF
cdf-fecal
FB0176
FB017622.CDF
cdf-fecal
FB0176
FB017623.CDF
cdf-fecal
FB0176
FB017624.CDF
cdf-fecal
FB0176
FB017625.CDF
cdf-fecal
FB0176
FB017626.CDF
cdf-fecal
FB0176
FB017627.CDF
cdf-fecal
FB0176
FB017628.CDF
cdf-fecal
FB0176
FB017629.CDF
cdf-fecal
FB0176
FB017630.CDF
cdf-fecal
FB0176
FB017631.CDF
cdf-fecal
FB0176
FB017632.CDF
cdf-fecal
FB0176
FB017633.CDF
cdf-fecal
FB0176
FB017634.CDF
cdf-fecal
FB0176
FB017635.CDF
cdf-fecal
FB0176
FB017636.CDF
cdf-fecal
FB0176
FB017637.CDF
cdf-fecal
FB0177
FB017701.CDF
cdf-fecal
FB0177
FB017702.CDF
cdf-fecal
FB0177
FB017703.CDF
cdf-fecal
FB0177
FB017704.CDF
cdf-fecal
FB0177
FB017705.CDF
cdf-fecal
FB0177
FB017706.CDF
cdf-fecal
FB0177
FB017707.CDF
cdf-fecal
FB0177
FB017708.CDF
cdf-fecal
FB0177
FB017709.CDF
cdf-fecal
FB0177
FB017710.CDF
cdf-fecal
FB0177
FB017711.CDF
cdf-fecal
FB0177
FB017712.CDF
cdf-fecal
FB0177
FB017713.CDF
cdf-fecal
FB0177
FB017714.CDF
cdf-fecal
FB0177
FB017715.CDF
cdf-fecal
FB0177
FB017716.CDF
cdf-fecal
FB0177
FB017717.CDF
cdf-fecal
FB0177
FB017718.CDF
cdf-fecal
FB0177
FB017719.CDF
cdf-fecal
FB0177
FB017720.CDF
cdf-fecal
FB0177
FB017721.CDF
cdf-fecal
FB0177
FB017722.CDF
cdf-fecal
FB0177
FB017723.CDF
cdf-fecal
FB0177
FB017724.CDF
cdf-fecal
FB0177
FB017725.CDF
cdf-fecal
FB0177
FB017726.CDF
cdf-fecal
FB0177
FB017727.CDF
cdf-fecal
FB0177
FB017728.CDF
cdf-fecal
FB0177
FB017729.CDF
cdf-fecal
FB0177
FB017730.CDF
cdf-fecal
FB0177
FB017731.CDF
cdf-fecal
FB0177
FB017732.CDF
cdf-fecal
FB0177
FB017733.CDF
cdf-fecal
FB0177
FB017734.CDF
cdf-fecal
FB0177
FB017735.CDF
cdf-fecal
FB0177
FB017736.CDF
cdf-fecal
FB0177
FB017737.CDF
cdf-fecal
FB0178
FB017801.CDF
cdf-fecal
FB0178
FB017802.CDF
cdf-fecal
FB0178
FB017803.CDF
cdf-fecal
FB0178
FB017804.CDF
cdf-fecal
FB0178
FB017805.CDF
cdf-fecal
FB0178
FB017806.CDF
cdf-fecal
FB0178
FB017807.CDF
cdf-fecal
FB0178
FB017808.CDF
cdf-fecal
FB0178
FB017809.CDF
cdf-fecal
FB0178
FB017810.CDF
cdf-fecal
FB0178
FB017811.CDF
cdf-fecal
FB0178
FB017812.CDF
cdf-fecal
FB0178
FB017813.CDF
cdf-fecal
FB0178
FB017814.CDF
cdf-fecal
FB0178
FB017815.CDF
cdf-fecal
FB0178
FB017816.CDF
cdf-fecal
FB0178
FB017817.CDF
cdf-fecal
FB0178
FB017818.CDF
cdf-fecal
FB0178
FB017819.CDF
cdf-fecal
FB0178
FB017820.CDF
cdf-fecal
FB0178
FB017821.CDF
cdf-fecal
FB0178
FB017822.CDF
cdf-fecal
FB0178
FB017823.CDF
cdf-fecal
FB0178
FB017824.CDF
cdf-fecal
FB0178
FB017825.CDF
cdf-fecal
FB0178
FB017826.CDF
cdf-fecal
FB0178
FB017827.CDF
cdf-fecal
FB0178
FB017828.CDF
cdf-fecal
FB0178
FB017829.CDF
cdf-fecal
FB0178
FB017830.CDF
cdf-fecal
FB0178
FB017831.CDF
cdf-fecal
FB0178
FB017832.CDF
cdf-fecal
FB0178
FB017833.CDF
cdf-fecal
FB0178
FB017834.CDF
cdf-fecal
FB0178
FB017835.CDF
cdf-fecal
FB0178
FB017836.CDF
cdf-fecal
FB0178
FB017837.CDF
cdf-fecal
FB0179
FB017901.CDF
cdf-fecal
FB0179
FB017902.CDF
cdf-fecal
FB0179
FB017903.CDF
cdf-fecal
FB0179
FB017904.CDF
cdf-fecal
FB0179
FB017905.CDF
cdf-fecal
FB0179
FB017906.CDF
cdf-fecal
FB0179
FB017907.CDF
cdf-fecal
FB0179
FB017908.CDF
cdf-fecal
FB0179
FB017909.CDF
cdf-fecal
FB0179
FB017910.CDF
cdf-fecal
FB0179
FB017911.CDF
cdf-fecal
FB0179
FB017912.CDF
cdf-fecal
FB0179
FB017913.CDF
cdf-fecal
FB0179
FB017914.CDF
cdf-fecal
FB0179
FB017915.CDF
cdf-fecal
FB0179
FB017916.CDF
cdf-fecal
FB0179
FB017917.CDF
cdf-fecal
FB0179
FB017918.CDF
cdf-fecal
FB0179
FB017919.CDF
cdf-fecal
FB0179
FB017920.CDF
cdf-fecal
FB0179
FB017921.CDF
cdf-fecal
FB0179
FB017922.CDF
cdf-fecal
FB0179
FB017923.CDF
cdf-fecal
FB0179
FB017924.CDF
cdf-fecal
FB0179
FB017925.CDF
cdf-fecal
FB0179
FB017926.CDF
cdf-fecal
FB0179
FB017927.CDF
cdf-fecal
FB0179
FB017928.CDF
cdf-fecal
FB0179
FB017929.CDF
cdf-fecal
FB0179
FB017930.CDF
cdf-fecal
FB0179
FB017931.CDF
cdf-fecal
FB0179
FB017932.CDF
cdf-fecal
FB0179
FB017933.CDF
cdf-fecal
FB0179
FB017934.CDF
cdf-fecal
FB0179
FB017935.CDF
cdf-fecal
FB0179
FB017936.CDF
cdf-fecal
FB0179
FB017937.CDF
cdf-fecal
FB0180
FB018001.CDF
cdf-fecal
FB0180
FB018002.CDF
cdf-fecal
FB0180
FB018003.CDF
cdf-fecal
FB0180
FB018004.CDF
cdf-fecal
FB0180
FB018005.CDF
cdf-fecal
FB0180
FB018006.CDF
cdf-fecal
FB0180
FB018007.CDF
cdf-fecal
FB0180
FB018008.CDF
cdf-fecal
FB0180
FB018009.CDF
cdf-fecal
FB0180
FB018010.CDF
cdf-fecal
FB0180
FB018011.CDF
cdf-fecal
FB0180
FB018012.CDF
cdf-fecal
FB0180
FB018013.CDF
cdf-fecal
FB0180
FB018014.CDF
cdf-fecal
FB0180
FB018015.CDF
cdf-fecal
FB0180
FB018016.CDF
cdf-fecal
FB0180
FB018017.CDF
cdf-fecal
FB0180
FB018018.CDF
cdf-fecal
FB0180
FB018019.CDF
cdf-fecal
FB0180
FB018020.CDF
cdf-fecal
FB0180
FB018021.CDF
cdf-fecal
FB0180
FB018022.CDF
cdf-fecal
FB0180
FB018023.CDF
cdf-fecal
FB0180
FB018024.CDF
cdf-fecal
FB0180
FB018025.CDF
cdf-fecal
FB0180
FB018026.CDF
cdf-fecal
FB0180
FB018027.CDF
cdf-fecal
FB0180
FB018028.CDF
cdf-fecal
FB0180
FB018029.CDF
cdf-fecal
FB0180
FB018030.CDF
cdf-fecal
FB0180
FB018031.CDF
cdf-fecal
FB0180
FB018032.CDF
cdf-fecal
FB0180
FB018033.CDF
cdf-fecal
FB0180
FB018034.CDF
cdf-fecal
FB0180
FB018035.CDF
cdf-fecal
FB0180
FB018036.CDF
cdf-fecal
FB0180
FB018037.CDF
cdf-fecal
FB0181
FB018101.CDF
cdf-fecal
FB0181
FB018102.CDF
cdf-fecal
FB0181
FB018103.CDF
cdf-fecal
FB0181
FB018104.CDF
cdf-fecal
FB0181
FB018105.CDF
cdf-fecal
FB0181
FB018106.CDF
cdf-fecal
FB0181
FB018107.CDF
cdf-fecal
FB0181
FB018108.CDF
cdf-fecal
FB0181
FB018109.CDF
cdf-fecal
FB0181
FB018110.CDF
cdf-fecal
FB0181
FB018111.CDF
cdf-fecal
FB0181
FB018112.CDF
cdf-fecal
FB0181
FB018113.CDF
cdf-fecal
FB0181
FB018114.CDF
cdf-fecal
FB0181
FB018115.CDF
cdf-fecal
FB0181
FB018116.CDF
cdf-fecal
FB0181
FB018117.CDF
cdf-fecal
FB0181
FB018118.CDF
cdf-fecal
FB0181
FB018119.CDF
cdf-fecal
FB0181
FB018120.CDF
cdf-fecal
FB0181
FB018121.CDF
cdf-fecal
FB0181
FB018122.CDF
cdf-fecal
FB0181
FB018123.CDF
cdf-fecal
FB0181
FB018124.CDF
cdf-fecal
FB0181
FB018125.CDF
cdf-fecal
FB0181
FB018126.CDF
cdf-fecal
FB0181
FB018127.CDF
cdf-fecal
FB0181
FB018128.CDF
cdf-fecal
FB0181
FB018129.CDF
cdf-fecal
FB0181
FB018130.CDF
cdf-fecal
FB0181
FB018131.CDF
cdf-fecal
FB0181
FB018132.CDF
cdf-fecal
FB0181
FB018133.CDF
cdf-fecal
FB0181
FB018134.CDF
cdf-fecal
FB0181
FB018135.CDF
cdf-fecal
FB0181
FB018136.CDF
cdf-fecal
FB0181
FB018137.CDF
cdf-fecal
FB0182
FB018201.CDF
cdf-fecal
FB0182
FB018202.CDF
cdf-fecal
FB0182
FB018203.CDF
cdf-fecal
FB0182
FB018204.CDF
cdf-fecal
FB0182
FB018205.CDF
cdf-fecal
FB0182
FB018206.CDF
cdf-fecal
FB0182
FB018207.CDF
cdf-fecal
FB0182
FB018208.CDF
cdf-fecal
FB0182
FB018209.CDF
cdf-fecal
FB0182
FB018210.CDF
cdf-fecal
FB0182
FB018211.CDF
cdf-fecal
FB0182
FB018212.CDF
cdf-fecal
FB0182
FB018213.CDF
cdf-fecal
FB0182
FB018214.CDF
cdf-fecal
FB0182
FB018215.CDF
cdf-fecal
FB0182
FB018216.CDF
cdf-fecal
FB0182
FB018217.CDF
cdf-fecal
FB0182
FB018218.CDF
cdf-fecal
FB0182
FB018219.CDF
cdf-fecal
FB0182
FB018220.CDF
cdf-fecal
FB0182
FB018221.CDF
cdf-fecal
FB0182
FB018222.CDF
cdf-fecal
FB0182
FB018223.CDF
cdf-fecal
FB0182
FB018224.CDF
cdf-fecal
FB0182
FB018225.CDF
cdf-fecal
FB0182
FB018226.CDF
cdf-fecal
FB0182
FB018227.CDF
cdf-fecal
FB0182
FB018228.CDF
cdf-fecal
FB0182
FB018229.CDF
cdf-fecal
FB0182
FB018230.CDF
cdf-fecal
FB0182
FB018231.CDF
cdf-fecal
FB0182
FB018232.CDF
cdf-fecal
FB0182
FB018233.CDF
cdf-fecal
FB0182
FB018234.CDF
cdf-fecal
FB0182
FB018235.CDF
cdf-fecal
FB0182
FB018236.CDF
cdf-fecal
FB0182
FB018237.CDF
cdf-fecal
FB0183
FB018301.CDF
cdf-fecal
FB0183
FB018302.CDF
cdf-fecal
FB0183
FB018303.CDF
cdf-fecal
FB0183
FB018304.CDF
cdf-fecal
FB0183
FB018305.CDF
cdf-fecal
FB0183
FB018306.CDF
cdf-fecal
FB0183
FB018307.CDF
cdf-fecal
FB0183
FB018308.CDF
cdf-fecal
FB0183
FB018309.CDF
cdf-fecal
FB0183
FB018310.CDF
cdf-fecal
FB0183
FB018311.CDF
cdf-fecal
FB0183
FB018312.CDF
cdf-fecal
FB0183
FB018313.CDF
cdf-fecal
FB0183
FB018314.CDF
cdf-fecal
FB0183
FB018315.CDF
cdf-fecal
FB0183
FB018316.CDF
cdf-fecal
FB0183
FB018317.CDF
cdf-fecal
FB0183
FB018318.CDF
cdf-fecal
FB0183
FB018319.CDF
cdf-fecal
FB0183
FB018320.CDF
cdf-fecal
FB0183
FB018321.CDF
cdf-fecal
FB0183
FB018322.CDF
cdf-fecal
FB0183
FB018323.CDF
cdf-fecal
FB0183
FB018324.CDF
cdf-fecal
FB0183
FB018325.CDF
cdf-fecal
FB0183
FB018326.CDF
cdf-fecal
FB0183
FB018327.CDF
cdf-fecal
FB0183
FB018328.CDF
cdf-fecal
FB0183
FB018329.CDF
cdf-fecal
FB0183
FB018330.CDF
cdf-fecal
FB0183
FB018331.CDF
cdf-fecal
FB0183
FB018332.CDF
cdf-fecal
FB0183
FB018333.CDF
cdf-fecal
FB0183
FB018334.CDF
cdf-fecal
FB0183
FB018335.CDF
cdf-fecal
FB0183
FB018336.CDF
cdf-fecal
FB0183
FB018337.CDF
cdf-fecal
FB0184
FB018401.CDF
cdf-fecal
FB0184
FB018402.CDF
cdf-fecal
FB0184
FB018403.CDF
cdf-fecal
FB0184
FB018404.CDF
cdf-fecal
FB0184
FB018405.CDF
cdf-fecal
FB0184
FB018406.CDF
cdf-fecal
FB0184
FB018407.CDF
cdf-fecal
FB0184
FB018408.CDF
cdf-fecal
FB0184
FB018409.CDF
cdf-fecal
FB0184
FB018410.CDF
cdf-fecal
FB0184
FB018411.CDF
cdf-fecal
FB0184
FB018412.CDF
cdf-fecal
FB0184
FB018413.CDF
cdf-fecal
FB0184
FB018414.CDF
cdf-fecal
FB0184
FB018415.CDF
cdf-fecal
FB0184
FB018416.CDF
cdf-fecal
FB0184
FB018417.CDF
cdf-fecal
FB0184
FB018418.CDF
cdf-fecal
FB0184
FB018419.CDF
cdf-fecal
FB0184
FB018420.CDF
cdf-fecal
FB0184
FB018421.CDF
cdf-fecal
FB0184
FB018422.CDF
cdf-fecal
FB0184
FB018423.CDF
cdf-fecal
FB0184
FB018424.CDF
cdf-fecal
FB0184
FB018425.CDF
cdf-fecal
FB0184
FB018426.CDF
cdf-fecal
FB0184
FB018427.CDF
cdf-fecal
FB0184
FB018428.CDF
cdf-fecal
FB0184
FB018429.CDF
cdf-fecal
FB0184
FB018430.CDF
cdf-fecal
FB0184
FB018431.CDF
cdf-fecal
FB0184
FB018432.CDF
cdf-fecal
FB0184
FB018433.CDF
cdf-fecal
FB0184
FB018434.CDF
cdf-fecal
FB0184
FB018435.CDF
cdf-fecal
FB0184
FB018436.CDF
cdf-fecal
FB0184
FB018437.CDF
cdf-fecal
FB0185
FB018501.CDF
cdf-fecal
FB0185
FB018502.CDF
cdf-fecal
FB0185
FB018503.CDF
cdf-fecal
FB0185
FB018504.CDF
cdf-fecal
FB0185
FB018505.CDF
cdf-fecal
FB0185
FB018506.CDF
cdf-fecal
FB0185
FB018507.CDF
cdf-fecal
FB0185
FB018508.CDF
cdf-fecal
FB0185
FB018509.CDF
cdf-fecal
FB0185
FB018510.CDF
cdf-fecal
FB0185
FB018511.CDF
cdf-fecal
FB0185
FB018512.CDF
cdf-fecal
FB0185
FB018513.CDF
cdf-fecal
FB0185
FB018514.CDF
cdf-fecal
FB0185
FB018515.CDF
cdf-fecal
FB0185
FB018516.CDF
cdf-fecal
FB0185
FB018517.CDF
cdf-fecal
FB0185
FB018518.CDF
cdf-fecal
FB0185
FB018519.CDF
cdf-fecal
FB0185
FB018520.CDF
cdf-fecal
FB0185
FB018521.CDF
cdf-fecal
FB0185
FB018522.CDF
cdf-fecal
FB0185
FB018523.CDF
cdf-fecal
FB0185
FB018524.CDF
cdf-fecal
FB0185
FB018525.CDF
cdf-fecal
FB0185
FB018526.CDF
cdf-fecal
FB0185
FB018527.CDF
cdf-fecal
FB0185
FB018528.CDF
cdf-fecal
FB0185
FB018529.CDF
cdf-fecal
FB0185
FB018530.CDF
cdf-fecal
FB0185
FB018531.CDF
cdf-fecal
FB0185
FB018532.CDF
cdf-fecal
FB0185
FB018533.CDF
cdf-fecal
FB0185
FB018534.CDF
cdf-fecal
FB0185
FB018535.CDF
cdf-fecal
FB0185
FB018536.CDF
cdf-fecal
FB0185
FB018537.CDF
cdf-fecal
FB0186
FB018601.CDF
cdf-fecal
FB0186
FB018602.CDF
cdf-fecal
FB0186
FB018603.CDF
cdf-fecal
FB0186
FB018604.CDF
cdf-fecal
FB0186
FB018605.CDF
cdf-fecal
FB0186
FB018606.CDF
cdf-fecal
FB0186
FB018607.CDF
cdf-fecal
FB0186
FB018608.CDF
cdf-fecal
FB0186
FB018609.CDF
cdf-fecal
FB0186
FB018610.CDF
cdf-fecal
FB0186
FB018611.CDF
cdf-fecal
FB0186
FB018612.CDF
cdf-fecal
FB0186
FB018613.CDF
cdf-fecal
FB0186
FB018614.CDF
cdf-fecal
FB0186
FB018615.CDF
cdf-fecal
FB0186
FB018616.CDF
cdf-fecal
FB0186
FB018617.CDF
cdf-fecal
FB0186
FB018618.CDF
cdf-fecal
FB0186
FB018619.CDF
cdf-fecal
FB0186
FB018620.CDF
cdf-fecal
FB0186
FB018621.CDF
cdf-fecal
FB0186
FB018622.CDF
cdf-fecal
FB0186
FB018623.CDF
cdf-fecal
FB0186
FB018624.CDF
cdf-fecal
FB0186
FB018625.CDF
cdf-fecal
FB0186
FB018626.CDF
cdf-fecal
FB0186
FB018627.CDF
cdf-fecal
FB0186
FB018628.CDF
cdf-fecal
FB0186
FB018629.CDF
cdf-fecal
FB0186
FB018630.CDF
cdf-fecal
FB0186
FB018631.CDF
cdf-fecal
FB0186
FB018632.CDF
cdf-fecal
FB0186
FB018633.CDF
cdf-fecal
FB0186
FB018634.CDF
cdf-fecal
FB0186
FB018635.CDF
cdf-fecal
FB0186
FB018636.CDF
cdf-fecal
FB0186
FB018637.CDF
cdf-fecal
FB0187
FB018701.CDF
cdf-fecal
FB0187
FB018702.CDF
cdf-fecal
FB0187
FB018703.CDF
cdf-fecal
FB0187
FB018704.CDF
cdf-fecal
FB0187
FB018705.CDF
cdf-fecal
FB0187
FB018706.CDF
cdf-fecal
FB0187
FB018707.CDF
cdf-fecal
FB0187
FB018708.CDF
cdf-fecal
FB0187
FB018709.CDF
cdf-fecal
FB0187
FB018710.CDF
cdf-fecal
FB0187
FB018711.CDF
cdf-fecal
FB0187
FB018712.CDF
cdf-fecal
FB0187
FB018713.CDF
cdf-fecal
FB0187
FB018714.CDF
cdf-fecal
FB0187
FB018715.CDF
cdf-fecal
FB0187
FB018716.CDF
cdf-fecal
FB0187
FB018717.CDF
cdf-fecal
FB0187
FB018718.CDF
cdf-fecal
FB0187
FB018719.CDF
cdf-fecal
FB0187
FB018720.CDF
cdf-fecal
FB0187
FB018721.CDF
cdf-fecal
FB0187
FB018722.CDF
cdf-fecal
FB0187
FB018723.CDF
cdf-fecal
FB0187
FB018724.CDF
cdf-fecal
FB0187
FB018725.CDF
cdf-fecal
FB0187
FB018726.CDF
cdf-fecal
FB0187
FB018727.CDF
cdf-fecal
FB0187
FB018728.CDF
cdf-fecal
FB0187
FB018729.CDF
cdf-fecal
FB0187
FB018730.CDF
cdf-fecal
FB0187
FB018731.CDF
cdf-fecal
FB0187
FB018732.CDF
cdf-fecal
FB0187
FB018733.CDF
cdf-fecal
FB0187
FB018734.CDF
cdf-fecal
FB0187
FB018735.CDF
cdf-fecal
FB0187
FB018736.CDF
cdf-fecal
FB0187
FB018737.CDF
cdf-fecal
FB0188
FB018801.CDF
cdf-fecal
FB0188
FB018802.CDF
cdf-fecal
FB0188
FB018803.CDF
cdf-fecal
FB0188
FB018804.CDF
cdf-fecal
FB0188
FB018805.CDF
cdf-fecal
FB0188
FB018806.CDF
cdf-fecal
FB0188
FB018807.CDF
cdf-fecal
FB0188
FB018808.CDF
cdf-fecal
FB0188
FB018809.CDF
cdf-fecal
FB0188
FB018810.CDF
cdf-fecal
FB0188
FB018811.CDF
cdf-fecal
FB0188
FB018812.CDF
cdf-fecal
FB0188
FB018813.CDF
cdf-fecal
FB0188
FB018814.CDF
cdf-fecal
FB0188
FB018815.CDF
cdf-fecal
FB0188
FB018816.CDF
cdf-fecal
FB0188
FB018817.CDF
cdf-fecal
FB0188
FB018818.CDF
cdf-fecal
FB0188
FB018819.CDF
cdf-fecal
FB0188
FB018820.CDF
cdf-fecal
FB0188
FB018821.CDF
cdf-fecal
FB0188
FB018822.CDF
cdf-fecal
FB0188
FB018823.CDF
cdf-fecal
FB0188
FB018824.CDF
cdf-fecal
FB0188
FB018825.CDF
cdf-fecal
FB0188
FB018826.CDF
cdf-fecal
FB0188
FB018827.CDF
cdf-fecal
FB0188
FB018828.CDF
cdf-fecal
FB0188
FB018829.CDF
cdf-fecal
FB0188
FB018830.CDF
cdf-fecal
FB0188
FB018831.CDF
cdf-fecal
FB0188
FB018832.CDF
cdf-fecal
FB0188
FB018833.CDF
cdf-fecal
FB0188
FB018834.CDF
cdf-fecal
FB0188
FB018835.CDF
cdf-fecal
FB0188
FB018836.CDF
cdf-fecal
FB0188
FB018837.CDF
cdf-fecal
FB0189
FB018901.CDF
cdf-fecal
FB0189
FB018902.CDF
cdf-fecal
FB0189
FB018903.CDF
cdf-fecal
FB0189
FB018904.CDF
cdf-fecal
FB0189
FB018905.CDF
cdf-fecal
FB0189
FB018906.CDF
cdf-fecal
FB0189
FB018907.CDF
cdf-fecal
FB0189
FB018908.CDF
cdf-fecal
FB0189
FB018909.CDF
cdf-fecal
FB0189
FB018910.CDF
cdf-fecal
FB0189
FB018911.CDF
cdf-fecal
FB0189
FB018912.CDF
cdf-fecal
FB0189
FB018913.CDF
cdf-fecal
FB0189
FB018914.CDF
cdf-fecal
FB0189
FB018915.CDF
cdf-fecal
FB0189
FB018916.CDF
cdf-fecal
FB0189
FB018917.CDF
cdf-fecal
FB0189
FB018918.CDF
cdf-fecal
FB0189
FB018919.CDF
cdf-fecal
FB0189
FB018920.CDF
cdf-fecal
FB0189
FB018921.CDF
cdf-fecal
FB0189
FB018922.CDF
cdf-fecal
FB0189
FB018923.CDF
cdf-fecal
FB0189
FB018924.CDF
cdf-fecal
FB0189
FB018925.CDF
cdf-fecal
FB0189
FB018926.CDF
cdf-fecal
FB0189
FB018927.CDF
cdf-fecal
FB0189
FB018928.CDF
cdf-fecal
FB0189
FB018929.CDF
cdf-fecal
FB0189
FB018930.CDF
cdf-fecal
FB0189
FB018931.CDF
cdf-fecal
FB0189
FB018932.CDF
cdf-fecal
FB0189
FB018933.CDF
cdf-fecal
FB0189
FB018934.CDF
cdf-fecal
FB0189
FB018935.CDF
cdf-fecal
FB0189
FB018936.CDF
cdf-fecal
FB0189
FB018937.CDF
cdf-fecal
FB0190
FB019001.CDF
cdf-fecal
FB0190
FB019002.CDF
cdf-fecal
FB0190
FB019003.CDF
cdf-fecal
FB0190
FB019004.CDF
cdf-fecal
FB0190
FB019005.CDF
cdf-fecal
FB0190
FB019006.CDF
cdf-fecal
FB0190
FB019007.CDF
cdf-fecal
FB0190
FB019008.CDF
cdf-fecal
FB0190
FB019009.CDF
cdf-fecal
FB0190
FB019010.CDF
cdf-fecal
FB0190
FB019011.CDF
cdf-fecal
FB0190
FB019012.CDF
cdf-fecal
FB0190
FB019013.CDF
cdf-fecal
FB0190
FB019014.CDF
cdf-fecal
FB0190
FB019015.CDF
cdf-fecal
FB0190
FB019016.CDF
cdf-fecal
FB0190
FB019017.CDF
cdf-fecal
FB0190
FB019018.CDF
cdf-fecal
FB0190
FB019019.CDF
cdf-fecal
FB0190
FB019020.CDF
cdf-fecal
FB0190
FB019021.CDF
cdf-fecal
FB0190
FB019022.CDF
cdf-fecal
FB0190
FB019023.CDF
cdf-fecal
FB0190
FB019024.CDF
cdf-fecal
FB0190
FB019025.CDF
cdf-fecal
FB0190
FB019026.CDF
cdf-fecal
FB0190
FB019027.CDF
cdf-fecal
FB0190
FB019028.CDF
cdf-fecal
FB0190
FB019029.CDF
cdf-fecal
FB0190
FB019030.CDF
cdf-fecal
FB0190
FB019031.CDF
cdf-fecal
FB0190
FB019032.CDF
cdf-fecal
FB0190
FB019033.CDF
cdf-fecal
FB0190
FB019034.CDF
cdf-fecal
FB0190
FB019035.CDF
cdf-fecal
FB0190
FB019036.CDF
cdf-fecal
FB0190
FB019037.CDF
cdf-fecal
FB0191
FB019101.CDF
cdf-fecal
FB0191
FB019102.CDF
cdf-fecal
FB0191
FB019103.CDF
cdf-fecal
FB0191
FB019104.CDF
cdf-fecal
FB0191
FB019105.CDF
cdf-fecal
FB0191
FB019106.CDF
cdf-fecal
FB0191
FB019107.CDF
cdf-fecal
FB0191
FB019108.CDF
cdf-fecal
FB0191
FB019109.CDF
cdf-fecal
FB0191
FB019110.CDF
cdf-fecal
FB0191
FB019111.CDF
cdf-fecal
FB0191
FB019112.CDF
cdf-fecal
FB0191
FB019113.CDF
cdf-fecal
FB0191
FB019114.CDF
cdf-fecal
FB0191
FB019115.CDF
cdf-fecal
FB0191
FB019116.CDF
cdf-fecal
FB0191
FB019117.CDF
cdf-fecal
FB0191
FB019118.CDF
cdf-fecal
FB0191
FB019119.CDF
cdf-fecal
FB0191
FB019120.CDF
cdf-fecal
FB0191
FB019121.CDF
cdf-fecal
FB0191
FB019122.CDF
cdf-fecal
FB0191
FB019123.CDF
cdf-fecal
FB0191
FB019124.CDF
cdf-fecal
FB0191
FB019125.CDF
cdf-fecal
FB0191
FB019126.CDF
cdf-fecal
FB0191
FB019127.CDF
cdf-fecal
FB0191
FB019128.CDF
cdf-fecal
FB0191
FB019129.CDF
cdf-fecal
FB0191
FB019130.CDF
cdf-fecal
FB0191
FB019131.CDF
cdf-fecal
FB0191
FB019132.CDF
cdf-fecal
FB0191
FB019133.CDF
cdf-fecal
FB0191
FB019134.CDF
cdf-fecal
FB0191
FB019135.CDF
cdf-fecal
FB0191
FB019136.CDF
cdf-fecal
FB0191
FB019137.CDF
cdf-fecal
FB0192
FB019201.CDF
cdf-fecal
FB0192
FB019202.CDF
cdf-fecal
FB0192
FB019203.CDF
cdf-fecal
FB0192
FB019204.CDF
cdf-fecal
FB0192
FB019205.CDF
cdf-fecal
FB0192
FB019206.CDF
cdf-fecal
FB0192
FB019207.CDF
cdf-fecal
FB0192
FB019208.CDF
cdf-fecal
FB0192
FB019209.CDF
cdf-fecal
FB0192
FB019210.CDF
cdf-fecal
FB0192
FB019211.CDF
cdf-fecal
FB0192
FB019212.CDF
cdf-fecal
FB0192
FB019213.CDF
cdf-fecal
FB0192
FB019214.CDF
cdf-fecal
FB0192
FB019215.CDF
cdf-fecal
FB0192
FB019216.CDF
cdf-fecal
FB0192
FB019217.CDF
cdf-fecal
FB0192
FB019218.CDF
cdf-fecal
FB0192
FB019219.CDF
cdf-fecal
FB0192
FB019220.CDF
cdf-fecal
FB0192
FB019221.CDF
cdf-fecal
FB0192
FB019222.CDF
cdf-fecal
FB0192
FB019223.CDF
cdf-fecal
FB0192
FB019224.CDF
cdf-fecal
FB0192
FB019225.CDF
cdf-fecal
FB0192
FB019226.CDF
cdf-fecal
FB0192
FB019227.CDF
cdf-fecal
FB0192
FB019228.CDF
cdf-fecal
FB0192
FB019229.CDF
cdf-fecal
FB0192
FB019230.CDF
cdf-fecal
FB0192
FB019231.CDF
cdf-fecal
FB0192
FB019232.CDF
cdf-fecal
FB0192
FB019233.CDF
cdf-fecal
FB0192
FB019234.CDF
cdf-fecal
FB0192
FB019235.CDF
cdf-fecal
FB0192
FB019236.CDF
cdf-fecal
FB0192
FB019237.CDF
cdf-fecal
FB0193
FB019301.CDF
cdf-fecal
FB0193
FB019302.CDF
cdf-fecal
FB0193
FB019303.CDF
cdf-fecal
FB0193
FB019304.CDF
cdf-fecal
FB0193
FB019305.CDF
cdf-fecal
FB0193
FB019306.CDF
cdf-fecal
FB0193
FB019307.CDF
cdf-fecal
FB0193
FB019308.CDF
cdf-fecal
FB0193
FB019309.CDF
cdf-fecal
FB0193
FB019310.CDF
cdf-fecal
FB0193
FB019311.CDF
cdf-fecal
FB0193
FB019312.CDF
cdf-fecal
FB0193
FB019313.CDF
cdf-fecal
FB0193
FB019314.CDF
cdf-fecal
FB0193
FB019315.CDF
cdf-fecal
FB0193
FB019316.CDF
cdf-fecal
FB0193
FB019317.CDF
cdf-fecal
FB0193
FB019318.CDF
cdf-fecal
FB0193
FB019319.CDF
cdf-fecal
FB0193
FB019320.CDF
cdf-fecal
FB0193
FB019321.CDF
cdf-fecal
FB0193
FB019322.CDF
cdf-fecal
FB0193
FB019323.CDF
cdf-fecal
FB0193
FB019324.CDF
cdf-fecal
FB0193
FB019325.CDF
cdf-fecal
FB0193
FB019326.CDF
cdf-fecal
FB0193
FB019327.CDF
cdf-fecal
FB0193
FB019328.CDF
cdf-fecal
FB0193
FB019329.CDF
cdf-fecal
FB0193
FB019330.CDF
cdf-fecal
FB0193
FB019331.CDF
cdf-fecal
FB0193
FB019332.CDF
cdf-fecal
FB0193
FB019333.CDF
cdf-fecal
FB0193
FB019334.CDF
cdf-fecal
FB0193
FB019335.CDF
cdf-fecal
FB0193
FB019336.CDF
cdf-fecal
FB0193
FB019337.CDF
cdf-fecal
FB0194
FB019401.CDF
cdf-fecal
FB0194
FB019402.CDF
cdf-fecal
FB0194
FB019403.CDF
cdf-fecal
FB0194
FB019404.CDF
cdf-fecal
FB0194
FB019405.CDF
cdf-fecal
FB0194
FB019406.CDF
cdf-fecal
FB0194
FB019407.CDF
cdf-fecal
FB0194
FB019408.CDF
cdf-fecal
FB0194
FB019409.CDF
cdf-fecal
FB0194
FB019410.CDF
cdf-fecal
FB0194
FB019411.CDF
cdf-fecal
FB0194
FB019412.CDF
cdf-fecal
FB0194
FB019413.CDF
cdf-fecal
FB0194
FB019414.CDF
cdf-fecal
FB0194
FB019415.CDF
cdf-fecal
FB0194
FB019416.CDF
cdf-fecal
FB0194
FB019417.CDF
cdf-fecal
FB0194
FB019418.CDF
cdf-fecal
FB0194
FB019419.CDF
cdf-fecal
FB0194
FB019420.CDF
cdf-fecal
FB0194
FB019421.CDF
cdf-fecal
FB0194
FB019422.CDF
cdf-fecal
FB0194
FB019423.CDF
cdf-fecal
FB0194
FB019424.CDF
cdf-fecal
FB0194
FB019425.CDF
cdf-fecal
FB0194
FB019426.CDF
cdf-fecal
FB0194
FB019427.CDF
cdf-fecal
FB0194
FB019428.CDF
cdf-fecal
FB0194
FB019429.CDF
cdf-fecal
FB0194
FB019430.CDF
cdf-fecal
FB0194
FB019431.CDF
cdf-fecal
FB0194
FB019432.CDF
cdf-fecal
FB0194
FB019433.CDF
cdf-fecal
FB0194
FB019434.CDF
cdf-fecal
FB0194
FB019435.CDF
cdf-fecal
FB0194
FB019436.CDF
cdf-fecal
FB0194
FB019437.CDF
cdf-fecal
FB0195
FB019501.CDF
cdf-fecal
FB0195
FB019502.CDF
cdf-fecal
FB0195
FB019503.CDF
cdf-fecal
FB0195
FB019504.CDF
cdf-fecal
FB0195
FB019505.CDF
cdf-fecal
FB0195
FB019506.CDF
cdf-fecal
FB0195
FB019507.CDF
cdf-fecal
FB0195
FB019508.CDF
cdf-fecal
FB0195
FB019509.CDF
cdf-fecal
FB0195
FB019510.CDF
cdf-fecal
FB0195
FB019511.CDF
cdf-fecal
FB0195
FB019512.CDF
cdf-fecal
FB0195
FB019513.CDF
cdf-fecal
FB0195
FB019514.CDF
cdf-fecal
FB0195
FB019515.CDF
cdf-fecal
FB0195
FB019516.CDF
cdf-fecal
FB0195
FB019517.CDF
cdf-fecal
FB0195
FB019518.CDF
cdf-fecal
FB0195
FB019519.CDF
cdf-fecal
FB0195
FB019520.CDF
cdf-fecal
FB0195
FB019521.CDF
cdf-fecal
FB0195
FB019522.CDF
cdf-fecal
FB0195
FB019523.CDF
cdf-fecal
FB0195
FB019524.CDF
cdf-fecal
FB0195
FB019525.CDF
cdf-fecal
FB0195
FB019526.CDF
cdf-fecal
FB0195
FB019527.CDF
cdf-fecal
FB0195
FB019528.CDF
cdf-fecal
FB0195
FB019529.CDF
cdf-fecal
FB0195
FB019530.CDF
cdf-fecal
FB0195
FB019531.CDF
cdf-fecal
FB0195
FB019532.CDF
cdf-fecal
FB0195
FB019533.CDF
cdf-fecal
FB0195
FB019534.CDF
cdf-fecal
FB0195
FB019535.CDF
cdf-fecal
FB0195
FB019536.CDF
cdf-fecal
FB0195
FB019537.CDF
cdf-fecal
FB0196
FB019601.CDF
cdf-fecal
FB0196
FB019602.CDF
cdf-fecal
FB0196
FB019603.CDF
cdf-fecal
FB0196
FB019604.CDF
cdf-fecal
FB0196
FB019605.CDF
cdf-fecal
FB0196
FB019606.CDF
cdf-fecal
FB0196
FB019607.CDF
cdf-fecal
FB0196
FB019608.CDF
cdf-fecal
FB0196
FB019609.CDF
cdf-fecal
FB0196
FB019610.CDF
cdf-fecal
FB0196
FB019611.CDF
cdf-fecal
FB0196
FB019612.CDF
cdf-fecal
FB0196
FB019613.CDF
cdf-fecal
FB0196
FB019614.CDF
cdf-fecal
FB0196
FB019615.CDF
cdf-fecal
FB0196
FB019616.CDF
cdf-fecal
FB0196
FB019617.CDF
cdf-fecal
FB0196
FB019618.CDF
cdf-fecal
FB0196
FB019619.CDF
cdf-fecal
FB0196
FB019620.CDF
cdf-fecal
FB0196
FB019621.CDF
cdf-fecal
FB0196
FB019622.CDF
cdf-fecal
FB0196
FB019623.CDF
cdf-fecal
FB0196
FB019624.CDF
cdf-fecal
FB0196
FB019625.CDF
cdf-fecal
FB0196
FB019626.CDF
cdf-fecal
FB0196
FB019627.CDF
cdf-fecal
FB0196
FB019628.CDF
cdf-fecal
FB0196
FB019629.CDF
cdf-fecal
FB0196
FB019630.CDF
cdf-fecal
FB0196
FB019631.CDF
cdf-fecal
FB0196
FB019632.CDF
cdf-fecal
FB0196
FB019633.CDF
cdf-fecal
FB0196
FB019634.CDF
cdf-fecal
FB0196
FB019635.CDF
cdf-fecal
FB0196
FB019636.CDF
cdf-fecal
FB0196
FB019637.CDF
cdf-fecal
FB0197
FB019701.CDF
cdf-fecal
FB0197
FB019702.CDF
cdf-fecal
FB0197
FB019703.CDF
cdf-fecal
FB0197
FB019704.CDF
cdf-fecal
FB0197
FB019705.CDF
cdf-fecal
FB0197
FB019706.CDF
cdf-fecal
FB0197
FB019707.CDF
cdf-fecal
FB0197
FB019708.CDF
cdf-fecal
FB0197
FB019709.CDF
cdf-fecal
FB0197
FB019710.CDF
cdf-fecal
FB0197
FB019711.CDF
cdf-fecal
FB0197
FB019712.CDF
cdf-fecal
FB0197
FB019713.CDF
cdf-fecal
FB0197
FB019714.CDF
cdf-fecal
FB0197
FB019715.CDF
cdf-fecal
FB0197
FB019716.CDF
cdf-fecal
FB0197
FB019717.CDF
cdf-fecal
FB0197
FB019718.CDF
cdf-fecal
FB0197
FB019719.CDF
cdf-fecal
FB0197
FB019720.CDF
cdf-fecal
FB0197
FB019721.CDF
cdf-fecal
FB0197
FB019722.CDF
cdf-fecal
FB0197
FB019723.CDF
cdf-fecal
FB0197
FB019724.CDF
cdf-fecal
FB0197
FB019725.CDF
cdf-fecal
FB0197
FB019726.CDF
cdf-fecal
FB0197
FB019727.CDF
cdf-fecal
FB0197
FB019728.CDF
cdf-fecal
FB0197
FB019729.CDF
cdf-fecal
FB0197
FB019730.CDF
cdf-fecal
FB0197
FB019731.CDF
cdf-fecal
FB0197
FB019732.CDF
cdf-fecal
FB0197
FB019733.CDF
cdf-fecal
FB0197
FB019734.CDF
cdf-fecal
FB0197
FB019735.CDF
cdf-fecal
FB0197
FB019736.CDF
cdf-fecal
FB0197
FB019737.CDF
cdf-fecal
FB0198
FB019801.CDF
cdf-fecal
FB0198
FB019802.CDF
cdf-fecal
FB0198
FB019803.CDF
cdf-fecal
FB0198
FB019804.CDF
cdf-fecal
FB0198
FB019805.CDF
cdf-fecal
FB0198
FB019806.CDF
cdf-fecal
FB0198
FB019807.CDF
cdf-fecal
FB0198
FB019808.CDF
cdf-fecal
FB0198
FB019809.CDF
cdf-fecal
FB0198
FB019810.CDF
cdf-fecal
FB0198
FB019811.CDF
cdf-fecal
FB0198
FB019812.CDF
cdf-fecal
FB0198
FB019813.CDF
cdf-fecal
FB0198
FB019814.CDF
cdf-fecal
FB0198
FB019815.CDF
cdf-fecal
FB0198
FB019816.CDF
cdf-fecal
FB0198
FB019817.CDF
cdf-fecal
FB0198
FB019818.CDF
cdf-fecal
FB0198
FB019819.CDF
cdf-fecal
FB0198
FB019820.CDF
cdf-fecal
FB0198
FB019821.CDF
cdf-fecal
FB0198
FB019822.CDF
cdf-fecal
FB0198
FB019823.CDF
cdf-fecal
FB0198
FB019824.CDF
cdf-fecal
FB0198
FB019825.CDF
cdf-fecal
FB0198
FB019826.CDF
cdf-fecal
FB0198
FB019827.CDF
cdf-fecal
FB0198
FB019828.CDF
cdf-fecal
FB0198
FB019829.CDF
cdf-fecal
FB0198
FB019830.CDF
cdf-fecal
FB0198
FB019831.CDF
cdf-fecal
FB0198
FB019832.CDF
cdf-fecal
FB0198
FB019833.CDF
cdf-fecal
FB0198
FB019834.CDF
cdf-fecal
FB0198
FB019835.CDF
cdf-fecal
FB0198
FB019836.CDF
cdf-fecal
FB0198
FB019837.CDF
cdf-fecal
FB0199
FB019901.CDF
cdf-fecal
FB0199
FB019902.CDF
cdf-fecal
FB0199
FB019903.CDF
cdf-fecal
FB0199
FB019904.CDF
cdf-fecal
FB0199
FB019905.CDF
cdf-fecal
FB0199
FB019906.CDF
cdf-fecal
FB0199
FB019907.CDF
cdf-fecal
FB0199
FB019908.CDF
cdf-fecal
FB0199
FB019909.CDF
cdf-fecal
FB0199
FB019910.CDF
cdf-fecal
FB0199
FB019911.CDF
cdf-fecal
FB0199
FB019912.CDF
cdf-fecal
FB0199
FB019913.CDF
cdf-fecal
FB0199
FB019914.CDF
cdf-fecal
FB0199
FB019915.CDF
cdf-fecal
FB0199
FB019916.CDF
cdf-fecal
FB0199
FB019917.CDF
cdf-fecal
FB0199
FB019918.CDF
cdf-fecal
FB0199
FB019919.CDF
cdf-fecal
FB0199
FB019920.CDF
cdf-fecal
FB0199
FB019921.CDF
cdf-fecal
FB0199
FB019922.CDF
cdf-fecal
FB0199
FB019923.CDF
cdf-fecal
FB0199
FB019924.CDF
cdf-fecal
FB0199
FB019925.CDF
cdf-fecal
FB0199
FB019926.CDF
cdf-fecal
FB0199
FB019927.CDF
cdf-fecal
FB0199
FB019928.CDF
cdf-fecal
FB0199
FB019929.CDF
cdf-fecal
FB0199
FB019930.CDF
cdf-fecal
FB0199
FB019931.CDF
cdf-fecal
FB0199
FB019932.CDF
cdf-fecal
FB0199
FB019933.CDF
cdf-fecal
FB0199
FB019934.CDF
cdf-fecal
FB0199
FB019935.CDF
cdf-fecal
FB0199
FB019936.CDF
cdf-fecal
FB0199
FB019937.CDF
cdf-fecal
FB0200
FB020001.CDF
cdf-fecal
FB0200
FB020002.CDF
cdf-fecal
FB0200
FB020003.CDF
cdf-fecal
FB0200
FB020004.CDF
cdf-fecal
FB0200
FB020005.CDF
cdf-fecal
FB0200
FB020006.CDF
cdf-fecal
FB0200
FB020007.CDF
cdf-fecal
FB0200
FB020008.CDF
cdf-fecal
FB0200
FB020009.CDF
cdf-fecal
FB0200
FB020010.CDF
cdf-fecal
FB0200
FB020011.CDF
cdf-fecal
FB0200
FB020012.CDF
cdf-fecal
FB0200
FB020013.CDF
cdf-fecal
FB0200
FB020014.CDF
cdf-fecal
FB0200
FB020015.CDF
cdf-fecal
FB0200
FB020016.CDF
cdf-fecal
FB0200
FB020017.CDF
cdf-fecal
FB0200
FB020018.CDF
cdf-fecal
FB0200
FB020019.CDF
cdf-fecal
FB0200
FB020020.CDF
cdf-fecal
FB0200
FB020021.CDF
cdf-fecal
FB0200
FB020022.CDF
cdf-fecal
FB0200
FB020023.CDF
cdf-fecal
FB0200
FB020024.CDF
cdf-fecal
FB0200
FB020025.CDF
cdf-fecal
FB0200
FB020026.CDF
cdf-fecal
FB0200
FB020027.CDF
cdf-fecal
FB0200
FB020028.CDF
cdf-fecal
FB0200
FB020029.CDF
cdf-fecal
FB0200
FB020030.CDF
cdf-fecal
FB0200
FB020031.CDF
cdf-fecal
FB0200
FB020032.CDF
cdf-fecal
FB0200
FB020033.CDF
cdf-fecal
FB0200
FB020034.CDF
cdf-fecal
FB0200
FB020035.CDF
cdf-fecal
FB0200
FB020036.CDF
cdf-fecal
FB0200
FB020037.CDF
cdf-fecal
FB0201
FB020101.CDF
cdf-fecal
FB0201
FB020102.CDF
cdf-fecal
FB0201
FB020103.CDF
cdf-fecal
FB0201
FB020104.CDF
cdf-fecal
FB0201
FB020105.CDF
cdf-fecal
FB0201
FB020106.CDF
cdf-fecal
FB0201
FB020107.CDF
cdf-fecal
FB0201
FB020108.CDF
cdf-fecal
FB0201
FB020109.CDF
cdf-fecal
FB0201
FB020110.CDF
cdf-fecal
FB0201
FB020111.CDF
cdf-fecal
FB0201
FB020112.CDF
cdf-fecal
FB0201
FB020113.CDF
cdf-fecal
FB0201
FB020114.CDF
cdf-fecal
FB0201
FB020115.CDF
cdf-fecal
FB0201
FB020116.CDF
cdf-fecal
FB0201
FB020117.CDF
cdf-fecal
FB0201
FB020118.CDF
cdf-fecal
FB0201
FB020119.CDF
cdf-fecal
FB0201
FB020120.CDF
cdf-fecal
FB0201
FB020121.CDF
cdf-fecal
FB0201
FB020122.CDF
cdf-fecal
FB0201
FB020123.CDF
cdf-fecal
FB0201
FB020124.CDF
cdf-fecal
FB0201
FB020125.CDF
cdf-fecal
FB0201
FB020126.CDF
cdf-fecal
FB0201
FB020127.CDF
cdf-fecal
FB0201
FB020128.CDF
cdf-fecal
FB0201
FB020129.CDF
cdf-fecal
FB0201
FB020130.CDF
cdf-fecal
FB0201
FB020131.CDF
cdf-fecal
FB0201
FB020132.CDF
cdf-fecal
FB0201
FB020133.CDF
cdf-fecal
FB0201
FB020134.CDF
cdf-fecal
FB0201
FB020135.CDF
cdf-fecal
FB0201
FB020136.CDF
cdf-fecal
FB0201
FB020137.CDF
cdf-fecal
FB0202
FB020201.CDF
cdf-fecal
FB0202
FB020202.CDF
cdf-fecal
FB0202
FB020203.CDF
cdf-fecal
FB0202
FB020204.CDF
cdf-fecal
FB0202
FB020205.CDF
cdf-fecal
FB0202
FB020206.CDF
cdf-fecal
FB0202
FB020207.CDF
cdf-fecal
FB0202
FB020208.CDF
cdf-fecal
FB0202
FB020209.CDF
cdf-fecal
FB0202
FB020210.CDF
cdf-fecal
FB0202
FB020211.CDF
cdf-fecal
FB0202
FB020212.CDF
cdf-fecal
FB0202
FB020213.CDF
cdf-fecal
FB0202
FB020214.CDF
cdf-fecal
FB0202
FB020215.CDF
cdf-fecal
FB0202
FB020216.CDF
cdf-fecal
FB0202
FB020217.CDF
cdf-fecal
FB0202
FB020218.CDF
cdf-fecal
FB0202
FB020219.CDF
cdf-fecal
FB0202
FB020220.CDF
cdf-fecal
FB0202
FB020221.CDF
cdf-fecal
FB0202
FB020222.CDF
cdf-fecal
FB0202
FB020223.CDF
cdf-fecal
FB0202
FB020224.CDF
cdf-fecal
FB0202
FB020225.CDF
cdf-fecal
FB0202
FB020226.CDF
cdf-fecal
FB0202
FB020227.CDF
cdf-fecal
FB0202
FB020228.CDF
cdf-fecal
FB0202
FB020229.CDF
cdf-fecal
FB0202
FB020230.CDF
cdf-fecal
FB0202
FB020231.CDF
cdf-fecal
FB0202
FB020232.CDF
cdf-fecal
FB0202
FB020233.CDF
cdf-fecal
FB0202
FB020234.CDF
cdf-fecal
FB0202
FB020235.CDF
cdf-fecal
FB0202
FB020236.CDF
cdf-fecal
FB0202
FB020237.CDF
cdf-fecal
FB0203
FB020301.CDF
cdf-fecal
FB0203
FB020302.CDF
cdf-fecal
FB0203
FB020303.CDF
cdf-fecal
FB0203
FB020304.CDF
cdf-fecal
FB0203
FB020305.CDF
cdf-fecal
FB0203
FB020306.CDF
cdf-fecal
FB0203
FB020307.CDF
cdf-fecal
FB0203
FB020308.CDF
cdf-fecal
FB0203
FB020309.CDF
cdf-fecal
FB0203
FB020310.CDF
cdf-fecal
FB0203
FB020311.CDF
cdf-fecal
FB0203
FB020312.CDF
cdf-fecal
FB0203
FB020313.CDF
cdf-fecal
FB0203
FB020314.CDF
cdf-fecal
FB0203
FB020315.CDF
cdf-fecal
FB0203
FB020316.CDF
cdf-fecal
FB0203
FB020317.CDF
cdf-fecal
FB0203
FB020318.CDF
cdf-fecal
FB0203
FB020319.CDF
cdf-fecal
FB0203
FB020320.CDF
cdf-fecal
FB0203
FB020321.CDF
cdf-fecal
FB0203
FB020322.CDF
cdf-fecal
FB0203
FB020323.CDF
cdf-fecal
FB0203
FB020324.CDF
cdf-fecal
FB0203
FB020325.CDF
cdf-fecal
FB0203
FB020326.CDF
cdf-fecal
FB0203
FB020327.CDF
cdf-fecal
FB0203
FB020328.CDF
cdf-fecal
FB0203
FB020329.CDF
cdf-fecal
FB0203
FB020330.CDF
cdf-fecal
FB0203
FB020331.CDF
cdf-fecal
FB0203
FB020332.CDF
cdf-fecal
FB0203
FB020333.CDF
cdf-fecal
FB0203
FB020334.CDF
cdf-fecal
FB0203
FB020335.CDF
cdf-fecal
FB0203
FB020336.CDF
cdf-fecal
FB0203
FB020337.CDF
cdf-fecal
FB0204
FB020401.CDF
cdf-fecal
FB0204
FB020402.CDF
cdf-fecal
FB0204
FB020403.CDF
cdf-fecal
FB0204
FB020404.CDF
cdf-fecal
FB0204
FB020405.CDF
cdf-fecal
FB0204
FB020406.CDF
cdf-fecal
FB0204
FB020407.CDF
cdf-fecal
FB0204
FB020408.CDF
cdf-fecal
FB0204
FB020409.CDF
cdf-fecal
FB0204
FB020410.CDF
cdf-fecal
FB0204
FB020411.CDF
cdf-fecal
FB0204
FB020412.CDF
cdf-fecal
FB0204
FB020413.CDF
cdf-fecal
FB0204
FB020414.CDF
cdf-fecal
FB0204
FB020415.CDF
cdf-fecal
FB0204
FB020416.CDF
cdf-fecal
FB0204
FB020417.CDF
cdf-fecal
FB0204
FB020418.CDF
cdf-fecal
FB0204
FB020419.CDF
cdf-fecal
FB0204
FB020420.CDF
cdf-fecal
FB0204
FB020421.CDF
cdf-fecal
FB0204
FB020422.CDF
cdf-fecal
FB0204
FB020423.CDF
cdf-fecal
FB0204
FB020424.CDF
cdf-fecal
FB0204
FB020425.CDF
cdf-fecal
FB0204
FB020426.CDF
cdf-fecal
FB0204
FB020427.CDF
cdf-fecal
FB0204
FB020428.CDF
cdf-fecal
FB0204
FB020429.CDF
cdf-fecal
FB0204
FB020430.CDF
cdf-fecal
FB0204
FB020431.CDF
cdf-fecal
FB0204
FB020432.CDF
cdf-fecal
FB0204
FB020433.CDF
cdf-fecal
FB0204
FB020434.CDF
cdf-fecal
FB0204
FB020435.CDF
cdf-fecal
FB0204
FB020436.CDF
cdf-fecal
FB0204
FB020437.CDF
cdf-fecal
FB0205
FB020501.CDF
cdf-fecal
FB0205
FB020502.CDF
cdf-fecal
FB0205
FB020503.CDF
cdf-fecal
FB0205
FB020504.CDF
cdf-fecal
FB0205
FB020505.CDF
cdf-fecal
FB0205
FB020506.CDF
cdf-fecal
FB0205
FB020507.CDF
cdf-fecal
FB0205
FB020508.CDF
cdf-fecal
FB0205
FB020509.CDF
cdf-fecal
FB0205
FB020510.CDF
cdf-fecal
FB0205
FB020511.CDF
cdf-fecal
FB0205
FB020512.CDF
cdf-fecal
FB0205
FB020513.CDF
cdf-fecal
FB0205
FB020514.CDF
cdf-fecal
FB0205
FB020515.CDF
cdf-fecal
FB0205
FB020516.CDF
cdf-fecal
FB0205
FB020517.CDF
cdf-fecal
FB0205
FB020518.CDF
cdf-fecal
FB0205
FB020519.CDF
cdf-fecal
FB0205
FB020520.CDF
cdf-fecal
FB0205
FB020521.CDF
cdf-fecal
FB0205
FB020522.CDF
cdf-fecal
FB0205
FB020523.CDF
cdf-fecal
FB0205
FB020524.CDF
cdf-fecal
FB0205
FB020525.CDF
cdf-fecal
FB0205
FB020526.CDF
cdf-fecal
FB0205
FB020527.CDF
cdf-fecal
FB0205
FB020528.CDF
cdf-fecal
FB0205
FB020529.CDF
cdf-fecal
FB0205
FB020530.CDF
cdf-fecal
FB0205
FB020531.CDF
cdf-fecal
FB0205
FB020532.CDF
cdf-fecal
FB0205
FB020533.CDF
cdf-fecal
FB0205
FB020534.CDF
cdf-fecal
FB0205
FB020535.CDF
cdf-fecal
FB0205
FB020536.CDF
cdf-fecal
FB0205
FB020537.CDF
cdf-fecal
FB0206
FB020601.CDF
cdf-fecal
FB0206
FB020602.CDF
cdf-fecal
FB0206
FB020603.CDF
cdf-fecal
FB0206
FB020604.CDF
cdf-fecal
FB0206
FB020605.CDF
cdf-fecal
FB0206
FB020606.CDF
cdf-fecal
FB0206
FB020607.CDF
cdf-fecal
FB0206
FB020608.CDF
cdf-fecal
FB0206
FB020609.CDF
cdf-fecal
FB0206
FB020610.CDF
cdf-fecal
FB0206
FB020611.CDF
cdf-fecal
FB0206
FB020612.CDF
cdf-fecal
FB0206
FB020613.CDF
cdf-fecal
FB0206
FB020614.CDF
cdf-fecal
FB0206
FB020615.CDF
cdf-fecal
FB0206
FB020616.CDF
cdf-fecal
FB0206
FB020617.CDF
cdf-fecal
FB0206
FB020618.CDF
cdf-fecal
FB0206
FB020619.CDF
cdf-fecal
FB0206
FB020620.CDF
cdf-fecal
FB0206
FB020621.CDF
cdf-fecal
FB0206
FB020622.CDF
cdf-fecal
FB0206
FB020623.CDF
cdf-fecal
FB0206
FB020624.CDF
cdf-fecal
FB0206
FB020625.CDF
cdf-fecal
FB0206
FB020626.CDF
cdf-fecal
FB0206
FB020627.CDF
cdf-fecal
FB0206
FB020628.CDF
cdf-fecal
FB0206
FB020629.CDF
cdf-fecal
FB0206
FB020630.CDF
cdf-fecal
FB0206
FB020631.CDF
cdf-fecal
FB0206
FB020632.CDF
cdf-fecal
FB0206
FB020633.CDF
cdf-fecal
FB0206
FB020634.CDF
cdf-fecal
FB0206
FB020635.CDF
cdf-fecal
FB0206
FB020636.CDF
cdf-fecal
FB0206
FB020637.CDF
cdf-fecal
FB0207
FB020701.CDF
cdf-fecal
FB0207
FB020702.CDF
cdf-fecal
FB0207
FB020703.CDF
cdf-fecal
FB0207
FB020704.CDF
cdf-fecal
FB0207
FB020705.CDF
cdf-fecal
FB0207
FB020706.CDF
cdf-fecal
FB0207
FB020707.CDF
cdf-fecal
FB0207
FB020708.CDF
cdf-fecal
FB0207
FB020709.CDF
cdf-fecal
FB0207
FB020710.CDF
cdf-fecal
FB0207
FB020711.CDF
cdf-fecal
FB0207
FB020712.CDF
cdf-fecal
FB0207
FB020713.CDF
cdf-fecal
FB0207
FB020714.CDF
cdf-fecal
FB0207
FB020715.CDF
cdf-fecal
FB0207
FB020716.CDF
cdf-fecal
FB0207
FB020717.CDF
cdf-fecal
FB0207
FB020718.CDF
cdf-fecal
FB0207
FB020719.CDF
cdf-fecal
FB0207
FB020720.CDF
cdf-fecal
FB0207
FB020721.CDF
cdf-fecal
FB0207
FB020722.CDF
cdf-fecal
FB0207
FB020723.CDF
cdf-fecal
FB0207
FB020724.CDF
cdf-fecal
FB0207
FB020725.CDF
cdf-fecal
FB0207
FB020726.CDF
cdf-fecal
FB0207
FB020727.CDF
cdf-fecal
FB0207
FB020728.CDF
cdf-fecal
FB0207
FB020729.CDF
cdf-fecal
FB0207
FB020730.CDF
cdf-fecal
FB0207
FB020731.CDF
cdf-fecal
FB0207
FB020732.CDF
cdf-fecal
FB0207
FB020733.CDF
cdf-fecal
FB0207
FB020734.CDF
cdf-fecal
FB0207
FB020735.CDF
cdf-fecal
FB0207
FB020736.CDF
cdf-fecal
FB0207
FB020737.CDF
cdf-fecal
FB0208
FB020801.CDF
cdf-fecal
FB0208
FB020802.CDF
cdf-fecal
FB0208
FB020803.CDF
cdf-fecal
FB0208
FB020804.CDF
cdf-fecal
FB0208
FB020805.CDF
cdf-fecal
FB0208
FB020806.CDF
cdf-fecal
FB0208
FB020807.CDF
cdf-fecal
FB0208
FB020808.CDF
cdf-fecal
FB0208
FB020809.CDF
cdf-fecal
FB0208
FB020810.CDF
cdf-fecal
FB0208
FB020811.CDF
cdf-fecal
FB0208
FB020812.CDF
cdf-fecal
FB0208
FB020813.CDF
cdf-fecal
FB0208
FB020814.CDF
cdf-fecal
FB0208
FB020815.CDF
cdf-fecal
FB0208
FB020816.CDF
cdf-fecal
FB0208
FB020817.CDF
cdf-fecal
FB0208
FB020818.CDF
cdf-fecal
FB0208
FB020819.CDF
cdf-fecal
FB0208
FB020820.CDF
cdf-fecal
FB0208
FB020821.CDF
cdf-fecal
FB0208
FB020822.CDF
cdf-fecal
FB0208
FB020823.CDF
cdf-fecal
FB0208
FB020824.CDF
cdf-fecal
FB0208
FB020825.CDF
cdf-fecal
FB0208
FB020826.CDF
cdf-fecal
FB0208
FB020827.CDF
cdf-fecal
FB0208
FB020828.CDF
cdf-fecal
FB0208
FB020829.CDF
cdf-fecal
FB0208
FB020830.CDF
cdf-fecal
FB0208
FB020831.CDF
cdf-fecal
FB0208
FB020832.CDF
cdf-fecal
FB0208
FB020833.CDF
cdf-fecal
FB0208
FB020834.CDF
cdf-fecal
FB0208
FB020835.CDF
cdf-fecal
FB0208
FB020836.CDF
cdf-fecal
FB0208
FB020837.CDF
cdf-fecal
FB0209
FB020901.CDF
cdf-fecal
FB0209
FB020902.CDF
cdf-fecal
FB0209
FB020903.CDF
cdf-fecal
FB0209
FB020904.CDF
cdf-fecal
FB0209
FB020905.CDF
cdf-fecal
FB0209
FB020906.CDF
cdf-fecal
FB0209
FB020907.CDF
cdf-fecal
FB0209
FB020908.CDF
cdf-fecal
FB0209
FB020909.CDF
cdf-fecal
FB0209
FB020910.CDF
cdf-fecal
FB0209
FB020911.CDF
cdf-fecal
FB0209
FB020912.CDF
cdf-fecal
FB0209
FB020913.CDF
cdf-fecal
FB0209
FB020914.CDF
cdf-fecal
FB0209
FB020915.CDF
cdf-fecal
FB0209
FB020916.CDF
cdf-fecal
FB0209
FB020917.CDF
cdf-fecal
FB0209
FB020918.CDF
cdf-fecal
FB0209
FB020919.CDF
cdf-fecal
FB0209
FB020920.CDF
cdf-fecal
FB0209
FB020921.CDF
cdf-fecal
FB0209
FB020922.CDF
cdf-fecal
FB0209
FB020923.CDF
cdf-fecal
FB0209
FB020924.CDF
cdf-fecal
FB0209
FB020925.CDF
cdf-fecal
FB0209
FB020926.CDF
cdf-fecal
FB0209
FB020927.CDF
cdf-fecal
FB0209
FB020928.CDF
cdf-fecal
FB0209
FB020929.CDF
cdf-fecal
FB0209
FB020930.CDF
cdf-fecal
FB0209
FB020931.CDF
cdf-fecal
FB0209
FB020932.CDF
cdf-fecal
FB0209
FB020933.CDF
cdf-fecal
FB0209
FB020934.CDF
cdf-fecal
FB0209
FB020935.CDF
cdf-fecal
FB0209
FB020936.CDF
cdf-fecal
FB0209
FB020937.CDF
cdf-fecal
FB0210
FB021001.CDF
cdf-fecal
FB0210
FB021002.CDF
cdf-fecal
FB0210
FB021003.CDF
cdf-fecal
FB0210
FB021004.CDF
cdf-fecal
FB0210
FB021005.CDF
cdf-fecal
FB0210
FB021006.CDF
cdf-fecal
FB0210
FB021007.CDF
cdf-fecal
FB0210
FB021008.CDF
cdf-fecal
FB0210
FB021009.CDF
cdf-fecal
FB0210
FB021010.CDF
cdf-fecal
FB0210
FB021011.CDF
cdf-fecal
FB0210
FB021012.CDF
cdf-fecal
FB0210
FB021013.CDF
cdf-fecal
FB0210
FB021014.CDF
cdf-fecal
FB0210
FB021015.CDF
cdf-fecal
FB0210
FB021016.CDF
cdf-fecal
FB0210
FB021017.CDF
cdf-fecal
FB0210
FB021018.CDF
cdf-fecal
FB0210
FB021019.CDF
cdf-fecal
FB0210
FB021020.CDF
cdf-fecal
FB0210
FB021021.CDF
cdf-fecal
FB0210
FB021022.CDF
cdf-fecal
FB0210
FB021023.CDF
cdf-fecal
FB0210
FB021024.CDF
cdf-fecal
FB0210
FB021025.CDF
cdf-fecal
FB0210
FB021026.CDF
cdf-fecal
FB0210
FB021027.CDF
cdf-fecal
FB0210
FB021028.CDF
cdf-fecal
FB0210
FB021029.CDF
cdf-fecal
FB0210
FB021030.CDF
cdf-fecal
FB0210
FB021031.CDF
cdf-fecal
FB0210
FB021032.CDF
cdf-fecal
FB0210
FB021033.CDF
cdf-fecal
FB0210
FB021034.CDF
cdf-fecal
FB0210
FB021035.CDF
cdf-fecal
FB0210
FB021036.CDF
cdf-fecal
FB0210
FB021037.CDF
cdf-fecal
FB0211
FB021101.CDF
cdf-fecal
FB0211
FB021102.CDF
cdf-fecal
FB0211
FB021103.CDF
cdf-fecal
FB0211
FB021104.CDF
cdf-fecal
FB0211
FB021105.CDF
cdf-fecal
FB0211
FB021106.CDF
cdf-fecal
FB0211
FB021107.CDF
cdf-fecal
FB0211
FB021108.CDF
cdf-fecal
FB0211
FB021109.CDF
cdf-fecal
FB0211
FB021110.CDF
cdf-fecal
FB0211
FB021111.CDF
cdf-fecal
FB0211
FB021112.CDF
cdf-fecal
FB0211
FB021113.CDF
cdf-fecal
FB0211
FB021114.CDF
cdf-fecal
FB0211
FB021115.CDF
cdf-fecal
FB0211
FB021116.CDF
cdf-fecal
FB0211
FB021117.CDF
cdf-fecal
FB0211
FB021118.CDF
cdf-fecal
FB0211
FB021119.CDF
cdf-fecal
FB0211
FB021120.CDF
cdf-fecal
FB0211
FB021121.CDF
cdf-fecal
FB0211
FB021122.CDF
cdf-fecal
FB0211
FB021123.CDF
cdf-fecal
FB0211
FB021124.CDF
cdf-fecal
FB0211
FB021125.CDF
cdf-fecal
FB0211
FB021126.CDF
cdf-fecal
FB0211
FB021127.CDF
cdf-fecal
FB0211
FB021128.CDF
cdf-fecal
FB0211
FB021129.CDF
cdf-fecal
FB0211
FB021130.CDF
cdf-fecal
FB0211
FB021131.CDF
cdf-fecal
FB0211
FB021132.CDF
cdf-fecal
FB0211
FB021133.CDF
cdf-fecal
FB0211
FB021134.CDF
cdf-fecal
FB0211
FB021135.CDF
cdf-fecal
FB0211
FB021136.CDF
cdf-fecal
FB0211
FB021137.CDF
cdf-fecal
FB0212
FB021201.CDF
cdf-fecal
FB0212
FB021202.CDF
cdf-fecal
FB0212
FB021203.CDF
cdf-fecal
FB0212
FB021204.CDF
cdf-fecal
FB0212
FB021205.CDF
cdf-fecal
FB0212
FB021206.CDF
cdf-fecal
FB0212
FB021207.CDF
cdf-fecal
FB0212
FB021208.CDF
cdf-fecal
FB0212
FB021209.CDF
cdf-fecal
FB0212
FB021210.CDF
cdf-fecal
FB0212
FB021211.CDF
cdf-fecal
FB0212
FB021212.CDF
cdf-fecal
FB0212
FB021213.CDF
cdf-fecal
FB0212
FB021214.CDF
cdf-fecal
FB0212
FB021215.CDF
cdf-fecal
FB0212
FB021216.CDF
cdf-fecal
FB0212
FB021217.CDF
cdf-fecal
FB0212
FB021218.CDF
cdf-fecal
FB0212
FB021219.CDF
cdf-fecal
FB0212
FB021220.CDF
cdf-fecal
FB0212
FB021221.CDF
cdf-fecal
FB0212
FB021222.CDF
cdf-fecal
FB0212
FB021223.CDF
cdf-fecal
FB0212
FB021224.CDF
cdf-fecal
FB0212
FB021225.CDF
cdf-fecal
FB0212
FB021226.CDF
cdf-fecal
FB0212
FB021227.CDF
cdf-fecal
FB0212
FB021228.CDF
cdf-fecal
FB0212
FB021229.CDF
cdf-fecal
FB0212
FB021230.CDF
cdf-fecal
FB0212
FB021231.CDF
cdf-fecal
FB0212
FB021232.CDF
cdf-fecal
FB0212
FB021233.CDF
cdf-fecal
FB0212
FB021234.CDF
cdf-fecal
FB0212
FB021235.CDF
cdf-fecal
FB0212
FB021236.CDF
cdf-fecal
FB0212
FB021237.CDF
cdf-fecal
FB0213
FB021301.CDF
cdf-fecal
FB0213
FB021302.CDF
cdf-fecal
FB0213
FB021303.CDF
cdf-fecal
FB0213
FB021304.CDF
cdf-fecal
FB0213
FB021305.CDF
cdf-fecal
FB0213
FB021306.CDF
cdf-fecal
FB0213
FB021307.CDF
cdf-fecal
FB0213
FB021308.CDF
cdf-fecal
FB0213
FB021309.CDF
cdf-fecal
FB0213
FB021310.CDF
cdf-fecal
FB0213
FB021311.CDF
cdf-fecal
FB0213
FB021312.CDF
cdf-fecal
FB0213
FB021313.CDF
cdf-fecal
FB0213
FB021314.CDF
cdf-fecal
FB0213
FB021315.CDF
cdf-fecal
FB0213
FB021316.CDF
cdf-fecal
FB0213
FB021317.CDF
cdf-fecal
FB0213
FB021318.CDF
cdf-fecal
FB0213
FB021319.CDF
cdf-fecal
FB0213
FB021320.CDF
cdf-fecal
FB0213
FB021321.CDF
cdf-fecal
FB0213
FB021322.CDF
cdf-fecal
FB0213
FB021323.CDF
cdf-fecal
FB0213
FB021324.CDF
cdf-fecal
FB0213
FB021325.CDF
cdf-fecal
FB0213
FB021326.CDF
cdf-fecal
FB0213
FB021327.CDF
cdf-fecal
FB0213
FB021328.CDF
cdf-fecal
FB0213
FB021329.CDF
cdf-fecal
FB0213
FB021330.CDF
cdf-fecal
FB0213
FB021331.CDF
cdf-fecal
FB0213
FB021332.CDF
cdf-fecal
FB0213
FB021333.CDF
cdf-fecal
FB0213
FB021334.CDF
cdf-fecal
FB0213
FB021335.CDF
cdf-fecal
FB0213
FB021336.CDF
cdf-fecal
FB0213
FB021337.CDF
cdf-fecal
FB0214
FB021401.CDF
cdf-fecal
FB0214
FB021402.CDF
cdf-fecal
FB0214
FB021403.CDF
cdf-fecal
FB0214
FB021404.CDF
cdf-fecal
FB0214
FB021405.CDF
cdf-fecal
FB0214
FB021406.CDF
cdf-fecal
FB0214
FB021407.CDF
cdf-fecal
FB0214
FB021408.CDF
cdf-fecal
FB0214
FB021409.CDF
cdf-fecal
FB0214
FB021410.CDF
cdf-fecal
FB0214
FB021411.CDF
cdf-fecal
FB0214
FB021412.CDF
cdf-fecal
FB0214
FB021413.CDF
cdf-fecal
FB0214
FB021414.CDF
cdf-fecal
FB0214
FB021415.CDF
cdf-fecal
FB0214
FB021416.CDF
cdf-fecal
FB0214
FB021417.CDF
cdf-fecal
FB0214
FB021418.CDF
cdf-fecal
FB0214
FB021419.CDF
cdf-fecal
FB0214
FB021420.CDF
cdf-fecal
FB0214
FB021421.CDF
cdf-fecal
FB0214
FB021422.CDF
cdf-fecal
FB0214
FB021423.CDF
cdf-fecal
FB0214
FB021424.CDF
cdf-fecal
FB0214
FB021425.CDF
cdf-fecal
FB0214
FB021426.CDF
cdf-fecal
FB0214
FB021427.CDF
cdf-fecal
FB0214
FB021428.CDF
cdf-fecal
FB0214
FB021429.CDF
cdf-fecal
FB0214
FB021430.CDF
cdf-fecal
FB0214
FB021431.CDF
cdf-fecal
FB0214
FB021432.CDF
cdf-fecal
FB0214
FB021433.CDF
cdf-fecal
FB0214
FB021434.CDF
cdf-fecal
FB0214
FB021435.CDF
cdf-fecal
FB0214
FB021436.CDF
cdf-fecal
FB0214
FB021437.CDF
cdf-fecal
FB0215
FB021501.CDF
cdf-fecal
FB0215
FB021502.CDF
cdf-fecal
FB0215
FB021503.CDF
cdf-fecal
FB0215
FB021504.CDF
cdf-fecal
FB0215
FB021505.CDF
cdf-fecal
FB0215
FB021506.CDF
cdf-fecal
FB0215
FB021507.CDF
cdf-fecal
FB0215
FB021508.CDF
cdf-fecal
FB0215
FB021509.CDF
cdf-fecal
FB0215
FB021510.CDF
cdf-fecal
FB0215
FB021511.CDF
cdf-fecal
FB0215
FB021512.CDF
cdf-fecal
FB0215
FB021513.CDF
cdf-fecal
FB0215
FB021514.CDF
cdf-fecal
FB0215
FB021515.CDF
cdf-fecal
FB0215
FB021516.CDF
cdf-fecal
FB0215
FB021517.CDF
cdf-fecal
FB0215
FB021518.CDF
cdf-fecal
FB0215
FB021519.CDF
cdf-fecal
FB0215
FB021520.CDF
cdf-fecal
FB0215
FB021521.CDF
cdf-fecal
FB0215
FB021522.CDF
cdf-fecal
FB0215
FB021523.CDF
cdf-fecal
FB0215
FB021524.CDF
cdf-fecal
FB0215
FB021525.CDF
cdf-fecal
FB0215
FB021526.CDF
cdf-fecal
FB0215
FB021527.CDF
cdf-fecal
FB0215
FB021528.CDF
cdf-fecal
FB0215
FB021529.CDF
cdf-fecal
FB0215
FB021530.CDF
cdf-fecal
FB0215
FB021531.CDF
cdf-fecal
FB0215
FB021532.CDF
cdf-fecal
FB0215
FB021533.CDF
cdf-fecal
FB0215
FB021534.CDF
cdf-fecal
FB0215
FB021535.CDF
cdf-fecal
FB0215
FB021536.CDF
cdf-fecal
FB0215
FB021537.CDF
cdf-fecal
FB0216
FB021601.CDF
cdf-fecal
FB0216
FB021602.CDF
cdf-fecal
FB0216
FB021603.CDF
cdf-fecal
FB0216
FB021604.CDF
cdf-fecal
FB0216
FB021605.CDF
cdf-fecal
FB0216
FB021606.CDF
cdf-fecal
FB0216
FB021607.CDF
cdf-fecal
FB0216
FB021608.CDF
cdf-fecal
FB0216
FB021609.CDF
cdf-fecal
FB0216
FB021610.CDF
cdf-fecal
FB0216
FB021611.CDF
cdf-fecal
FB0216
FB021612.CDF
cdf-fecal
FB0216
FB021613.CDF
cdf-fecal
FB0216
FB021614.CDF
cdf-fecal
FB0216
FB021615.CDF
cdf-fecal
FB0216
FB021616.CDF
cdf-fecal
FB0216
FB021617.CDF
cdf-fecal
FB0216
FB021618.CDF
cdf-fecal
FB0216
FB021619.CDF
cdf-fecal
FB0216
FB021620.CDF
cdf-fecal
FB0216
FB021621.CDF
cdf-fecal
FB0216
FB021622.CDF
cdf-fecal
FB0216
FB021623.CDF
cdf-fecal
FB0216
FB021624.CDF
cdf-fecal
FB0216
FB021625.CDF
cdf-fecal
FB0216
FB021626.CDF
cdf-fecal
FB0216
FB021627.CDF
cdf-fecal
FB0216
FB021628.CDF
cdf-fecal
FB0216
FB021629.CDF
cdf-fecal
FB0216
FB021630.CDF
cdf-fecal
FB0216
FB021631.CDF
cdf-fecal
FB0216
FB021632.CDF
cdf-fecal
FB0216
FB021633.CDF
cdf-fecal
FB0216
FB021634.CDF
cdf-fecal
FB0216
FB021635.CDF
cdf-fecal
FB0216
FB021636.CDF
cdf-fecal
FB0216
FB021637.CDF
cdf-fecal
FB0217
FB021701.CDF
cdf-fecal
FB0217
FB021702.CDF
cdf-fecal
FB0217
FB021703.CDF
cdf-fecal
FB0217
FB021704.CDF
cdf-fecal
FB0217
FB021705.CDF
cdf-fecal
FB0217
FB021706.CDF
cdf-fecal
FB0217
FB021707.CDF
cdf-fecal
FB0217
FB021708.CDF
cdf-fecal
FB0217
FB021709.CDF
cdf-fecal
FB0217
FB021710.CDF
cdf-fecal
FB0217
FB021711.CDF
cdf-fecal
FB0217
FB021712.CDF
cdf-fecal
FB0217
FB021713.CDF
cdf-fecal
FB0217
FB021714.CDF
cdf-fecal
FB0217
FB021715.CDF
cdf-fecal
FB0217
FB021716.CDF
cdf-fecal
FB0217
FB021717.CDF
cdf-fecal
FB0217
FB021718.CDF
cdf-fecal
FB0217
FB021719.CDF
cdf-fecal
FB0217
FB021720.CDF
cdf-fecal
FB0217
FB021721.CDF
cdf-fecal
FB0217
FB021722.CDF
cdf-fecal
FB0217
FB021723.CDF
cdf-fecal
FB0217
FB021724.CDF
cdf-fecal
FB0217
FB021725.CDF
cdf-fecal
FB0217
FB021726.CDF
cdf-fecal
FB0217
FB021727.CDF
cdf-fecal
FB0217
FB021728.CDF
cdf-fecal
FB0217
FB021729.CDF
cdf-fecal
FB0217
FB021730.CDF
cdf-fecal
FB0217
FB021731.CDF
cdf-fecal
FB0217
FB021732.CDF
cdf-fecal
FB0217
FB021733.CDF
cdf-fecal
FB0217
FB021734.CDF
cdf-fecal
FB0217
FB021735.CDF
cdf-fecal
FB0217
FB021736.CDF
cdf-fecal
FB0217
FB021737.CDF
cdf-fecal
FB0218
FB021801.CDF
cdf-fecal
FB0218
FB021802.CDF
cdf-fecal
FB0218
FB021803.CDF
cdf-fecal
FB0218
FB021804.CDF
cdf-fecal
FB0218
FB021805.CDF
cdf-fecal
FB0218
FB021806.CDF
cdf-fecal
FB0218
FB021807.CDF
cdf-fecal
FB0218
FB021808.CDF
cdf-fecal
FB0218
FB021809.CDF
cdf-fecal
FB0218
FB021810.CDF
cdf-fecal
FB0218
FB021811.CDF
cdf-fecal
FB0218
FB021812.CDF
cdf-fecal
FB0218
FB021813.CDF
cdf-fecal
FB0218
FB021814.CDF
cdf-fecal
FB0218
FB021815.CDF
cdf-fecal
FB0218
FB021816.CDF
cdf-fecal
FB0218
FB021817.CDF
cdf-fecal
FB0218
FB021818.CDF
cdf-fecal
FB0218
FB021819.CDF
cdf-fecal
FB0218
FB021820.CDF
cdf-fecal
FB0218
FB021821.CDF
cdf-fecal
FB0218
FB021822.CDF
cdf-fecal
FB0218
FB021823.CDF
cdf-fecal
FB0218
FB021824.CDF
cdf-fecal
FB0218
FB021825.CDF
cdf-fecal
FB0218
FB021826.CDF
cdf-fecal
FB0218
FB021827.CDF
cdf-fecal
FB0218
FB021828.CDF
cdf-fecal
FB0218
FB021829.CDF
cdf-fecal
FB0218
FB021830.CDF
cdf-fecal
FB0218
FB021831.CDF
cdf-fecal
FB0218
FB021832.CDF
cdf-fecal
FB0218
FB021833.CDF
cdf-fecal
FB0218
FB021834.CDF
cdf-fecal
FB0218
FB021835.CDF
cdf-fecal
FB0218
FB021836.CDF
cdf-fecal
FB0218
FB021837.CDF
cdf-fecal
FB0219
FB021901.CDF
cdf-fecal
FB0219
FB021902.CDF
cdf-fecal
FB0219
FB021903.CDF
cdf-fecal
FB0219
FB021904.CDF
cdf-fecal
FB0219
FB021905.CDF
cdf-fecal
FB0219
FB021906.CDF
cdf-fecal
FB0219
FB021907.CDF
cdf-fecal
FB0219
FB021908.CDF
cdf-fecal
FB0219
FB021909.CDF
cdf-fecal
FB0219
FB021910.CDF
cdf-fecal
FB0219
FB021911.CDF
cdf-fecal
FB0219
FB021912.CDF
cdf-fecal
FB0219
FB021913.CDF
cdf-fecal
FB0219
FB021914.CDF
cdf-fecal
FB0219
FB021915.CDF
cdf-fecal
FB0219
FB021916.CDF
cdf-fecal
FB0219
FB021917.CDF
cdf-fecal
FB0219
FB021918.CDF
cdf-fecal
FB0219
FB021919.CDF
cdf-fecal
FB0219
FB021920.CDF
cdf-fecal
FB0219
FB021921.CDF
cdf-fecal
FB0219
FB021922.CDF
cdf-fecal
FB0219
FB021923.CDF
cdf-fecal
FB0219
FB021924.CDF
cdf-fecal
FB0219
FB021925.CDF
cdf-fecal
FB0219
FB021926.CDF
cdf-fecal
FB0219
FB021927.CDF
cdf-fecal
FB0219
FB021928.CDF
cdf-fecal
FB0219
FB021929.CDF
cdf-fecal
FB0219
FB021930.CDF
cdf-fecal
FB0219
FB021931.CDF
cdf-fecal
FB0219
FB021932.CDF
cdf-fecal
FB0219
FB021933.CDF
cdf-fecal
FB0219
FB021934.CDF
cdf-fecal
FB0219
FB021935.CDF
cdf-fecal
FB0219
FB021936.CDF
cdf-fecal
FB0219
FB021937.CDF
cdf-fecal
FB0220
FB022001.CDF
cdf-fecal
FB0220
FB022002.CDF
cdf-fecal
FB0220
FB022003.CDF
cdf-fecal
FB0220
FB022004.CDF
cdf-fecal
FB0220
FB022005.CDF
cdf-fecal
FB0220
FB022006.CDF
cdf-fecal
FB0220
FB022007.CDF
cdf-fecal
FB0220
FB022008.CDF
cdf-fecal
FB0220
FB022009.CDF
cdf-fecal
FB0220
FB022010.CDF
cdf-fecal
FB0220
FB022011.CDF
cdf-fecal
FB0220
FB022012.CDF
cdf-fecal
FB0220
FB022013.CDF
cdf-fecal
FB0220
FB022014.CDF
cdf-fecal
FB0220
FB022015.CDF
cdf-fecal
FB0220
FB022016.CDF
cdf-fecal
FB0220
FB022017.CDF
cdf-fecal
FB0220
FB022018.CDF
cdf-fecal
FB0220
FB022019.CDF
cdf-fecal
FB0220
FB022020.CDF
cdf-fecal
FB0220
FB022021.CDF
cdf-fecal
FB0220
FB022022.CDF
cdf-fecal
FB0220
FB022023.CDF
cdf-fecal
FB0220
FB022024.CDF
cdf-fecal
FB0220
FB022025.CDF
cdf-fecal
FB0220
FB022026.CDF
cdf-fecal
FB0220
FB022027.CDF
cdf-fecal
FB0220
FB022028.CDF
cdf-fecal
FB0220
FB022029.CDF
cdf-fecal
FB0220
FB022030.CDF
cdf-fecal
FB0220
FB022031.CDF
cdf-fecal
FB0220
FB022032.CDF
cdf-fecal
FB0220
FB022033.CDF
cdf-fecal
FB0220
FB022034.CDF
cdf-fecal
FB0220
FB022035.CDF
cdf-fecal
FB0220
FB022036.CDF
cdf-fecal
FB0220
FB022037.CDF
cdf-fecal
FB0221
FB022101.CDF
cdf-fecal
FB0221
FB022102.CDF
cdf-fecal
FB0221
FB022103.CDF
cdf-fecal
FB0221
FB022104.CDF
cdf-fecal
FB0221
FB022105.CDF
cdf-fecal
FB0221
FB022106.CDF
cdf-fecal
FB0221
FB022107.CDF
cdf-fecal
FB0221
FB022108.CDF
cdf-fecal
FB0221
FB022109.CDF
cdf-fecal
FB0221
FB022110.CDF
cdf-fecal
FB0221
FB022111.CDF
cdf-fecal
FB0221
FB022112.CDF
cdf-fecal
FB0221
FB022113.CDF
cdf-fecal
FB0221
FB022114.CDF
cdf-fecal
FB0221
FB022115.CDF
cdf-fecal
FB0221
FB022116.CDF
cdf-fecal
FB0221
FB022117.CDF
cdf-fecal
FB0221
FB022118.CDF
cdf-fecal
FB0221
FB022119.CDF
cdf-fecal
FB0221
FB022120.CDF
cdf-fecal
FB0221
FB022121.CDF
cdf-fecal
FB0221
FB022122.CDF
cdf-fecal
FB0221
FB022123.CDF
cdf-fecal
FB0221
FB022124.CDF
cdf-fecal
FB0221
FB022125.CDF
cdf-fecal
FB0221
FB022126.CDF
cdf-fecal
FB0221
FB022127.CDF
cdf-fecal
FB0221
FB022128.CDF
cdf-fecal
FB0221
FB022129.CDF
cdf-fecal
FB0221
FB022130.CDF
cdf-fecal
FB0221
FB022131.CDF
cdf-fecal
FB0221
FB022132.CDF
cdf-fecal
FB0221
FB022133.CDF
cdf-fecal
FB0221
FB022134.CDF
cdf-fecal
FB0221
FB022135.CDF
cdf-fecal
FB0221
FB022136.CDF
cdf-fecal
FB0221
FB022137.CDF
cdf-fecal
FB0222
FB022201.CDF
cdf-fecal
FB0222
FB022202.CDF
cdf-fecal
FB0222
FB022203.CDF
cdf-fecal
FB0222
FB022204.CDF
cdf-fecal
FB0222
FB022205.CDF
cdf-fecal
FB0222
FB022206.CDF
cdf-fecal
FB0222
FB022207.CDF
cdf-fecal
FB0222
FB022208.CDF
cdf-fecal
FB0222
FB022209.CDF
cdf-fecal
FB0222
FB022210.CDF
cdf-fecal
FB0222
FB022211.CDF
cdf-fecal
FB0222
FB022212.CDF
cdf-fecal
FB0222
FB022213.CDF
cdf-fecal
FB0222
FB022214.CDF
cdf-fecal
FB0222
FB022215.CDF
cdf-fecal
FB0222
FB022216.CDF
cdf-fecal
FB0222
FB022217.CDF
cdf-fecal
FB0222
FB022218.CDF
cdf-fecal
FB0222
FB022219.CDF
cdf-fecal
FB0222
FB022220.CDF
cdf-fecal
FB0222
FB022221.CDF
cdf-fecal
FB0222
FB022222.CDF
cdf-fecal
FB0222
FB022223.CDF
cdf-fecal
FB0222
FB022224.CDF
cdf-fecal
FB0222
FB022225.CDF
cdf-fecal
FB0222
FB022226.CDF
cdf-fecal
FB0222
FB022227.CDF
cdf-fecal
FB0222
FB022228.CDF
cdf-fecal
FB0222
FB022229.CDF
cdf-fecal
FB0222
FB022230.CDF
cdf-fecal
FB0222
FB022231.CDF
cdf-fecal
FB0222
FB022232.CDF
cdf-fecal
FB0222
FB022233.CDF
cdf-fecal
FB0222
FB022234.CDF
cdf-fecal
FB0222
FB022235.CDF
cdf-fecal
FB0222
FB022236.CDF
cdf-fecal
FB0222
FB022237.CDF
cdf-fecal
FB0223
FB022301.CDF
cdf-fecal
FB0223
FB022302.CDF
cdf-fecal
FB0223
FB022303.CDF
cdf-fecal
FB0223
FB022304.CDF
cdf-fecal
FB0223
FB022305.CDF
cdf-fecal
FB0223
FB022306.CDF
cdf-fecal
FB0223
FB022307.CDF
cdf-fecal
FB0223
FB022308.CDF
cdf-fecal
FB0223
FB022309.CDF
cdf-fecal
FB0223
FB022310.CDF
cdf-fecal
FB0223
FB022311.CDF
cdf-fecal
FB0223
FB022312.CDF
cdf-fecal
FB0223
FB022313.CDF
cdf-fecal
FB0223
FB022314.CDF
cdf-fecal
FB0223
FB022315.CDF
cdf-fecal
FB0223
FB022316.CDF
cdf-fecal
FB0223
FB022317.CDF
cdf-fecal
FB0223
FB022318.CDF
cdf-fecal
FB0223
FB022319.CDF
cdf-fecal
FB0223
FB022320.CDF
cdf-fecal
FB0223
FB022321.CDF
cdf-fecal
FB0223
FB022322.CDF
cdf-fecal
FB0223
FB022323.CDF
cdf-fecal
FB0223
FB022324.CDF
cdf-fecal
FB0223
FB022325.CDF
cdf-fecal
FB0223
FB022326.CDF
cdf-fecal
FB0223
FB022327.CDF
cdf-fecal
FB0223
FB022328.CDF
cdf-fecal
FB0223
FB022329.CDF
cdf-fecal
FB0223
FB022330.CDF
cdf-fecal
FB0223
FB022331.CDF
cdf-fecal
FB0223
FB022332.CDF
cdf-fecal
FB0223
FB022333.CDF
cdf-fecal
FB0223
FB022334.CDF
cdf-fecal
FB0223
FB022335.CDF
cdf-fecal
FB0223
FB022336.CDF
cdf-fecal
FB0223
FB022337.CDF
cdf-fecal
FB0224
FB022401.CDF
cdf-fecal
FB0224
FB022402.CDF
cdf-fecal
FB0224
FB022403.CDF
cdf-fecal
FB0224
FB022404.CDF
cdf-fecal
FB0224
FB022405.CDF
cdf-fecal
FB0224
FB022406.CDF
cdf-fecal
FB0224
FB022407.CDF
cdf-fecal
FB0224
FB022408.CDF
cdf-fecal
FB0224
FB022409.CDF
cdf-fecal
FB0224
FB022410.CDF
cdf-fecal
FB0224
FB022411.CDF
cdf-fecal
FB0224
FB022412.CDF
cdf-fecal
FB0224
FB022413.CDF
cdf-fecal
FB0224
FB022414.CDF
cdf-fecal
FB0224
FB022415.CDF
cdf-fecal
FB0224
FB022416.CDF
cdf-fecal
FB0224
FB022417.CDF
cdf-fecal
FB0224
FB022418.CDF
cdf-fecal
FB0224
FB022419.CDF
cdf-fecal
FB0224
FB022420.CDF
cdf-fecal
FB0224
FB022421.CDF
cdf-fecal
FB0224
FB022422.CDF
cdf-fecal
FB0224
FB022423.CDF
cdf-fecal
FB0224
FB022424.CDF
cdf-fecal
FB0224
FB022425.CDF
cdf-fecal
FB0224
FB022426.CDF
cdf-fecal
FB0224
FB022427.CDF
cdf-fecal
FB0224
FB022428.CDF
cdf-fecal
FB0224
FB022429.CDF
cdf-fecal
FB0224
FB022430.CDF
cdf-fecal
FB0224
FB022431.CDF
cdf-fecal
FB0224
FB022432.CDF
cdf-fecal
FB0224
FB022433.CDF
cdf-fecal
FB0224
FB022434.CDF
cdf-fecal
FB0224
FB022435.CDF
cdf-fecal
FB0224
FB022436.CDF
cdf-fecal
FB0224
FB022437.CDF
cdf-fecal
FB0225
FB022501.CDF
cdf-fecal
FB0225
FB022502.CDF
cdf-fecal
FB0225
FB022503.CDF
cdf-fecal
FB0225
FB022504.CDF
cdf-fecal
FB0225
FB022505.CDF
cdf-fecal
FB0225
FB022506.CDF
cdf-fecal
FB0225
FB022507.CDF
cdf-fecal
FB0225
FB022508.CDF
cdf-fecal
FB0225
FB022509.CDF
cdf-fecal
FB0225
FB022510.CDF
cdf-fecal
FB0225
FB022511.CDF
cdf-fecal
FB0225
FB022512.CDF
cdf-fecal
FB0225
FB022513.CDF
cdf-fecal
FB0225
FB022514.CDF
cdf-fecal
FB0225
FB022515.CDF
cdf-fecal
FB0225
FB022516.CDF
cdf-fecal
FB0225
FB022517.CDF
cdf-fecal
FB0225
FB022518.CDF
cdf-fecal
FB0225
FB022519.CDF
cdf-fecal
FB0225
FB022520.CDF
cdf-fecal
FB0225
FB022521.CDF
cdf-fecal
FB0225
FB022522.CDF
cdf-fecal
FB0225
FB022523.CDF
cdf-fecal
FB0225
FB022524.CDF
cdf-fecal
FB0225
FB022525.CDF
cdf-fecal
FB0225
FB022526.CDF
cdf-fecal
FB0225
FB022527.CDF
cdf-fecal
FB0225
FB022528.CDF
cdf-fecal
FB0225
FB022529.CDF
cdf-fecal
FB0225
FB022530.CDF
cdf-fecal
FB0225
FB022531.CDF
cdf-fecal
FB0225
FB022532.CDF
cdf-fecal
FB0225
FB022533.CDF
cdf-fecal
FB0225
FB022534.CDF
cdf-fecal
FB0225
FB022535.CDF
cdf-fecal
FB0225
FB022536.CDF
cdf-fecal
FB0225
FB022537.CDF
cdf-fecal
FB0226
FB022601.CDF
cdf-fecal
FB0226
FB022602.CDF
cdf-fecal
FB0226
FB022603.CDF
cdf-fecal
FB0226
FB022604.CDF
cdf-fecal
FB0226
FB022605.CDF
cdf-fecal
FB0226
FB022606.CDF
cdf-fecal
FB0226
FB022607.CDF
cdf-fecal
FB0226
FB022608.CDF
cdf-fecal
FB0226
FB022609.CDF
cdf-fecal
FB0226
FB022610.CDF
cdf-fecal
FB0226
FB022611.CDF
cdf-fecal
FB0226
FB022612.CDF
cdf-fecal
FB0226
FB022613.CDF
cdf-fecal
FB0226
FB022614.CDF
cdf-fecal
FB0226
FB022615.CDF
cdf-fecal
FB0226
FB022616.CDF
cdf-fecal
FB0226
FB022617.CDF
cdf-fecal
FB0226
FB022618.CDF
cdf-fecal
FB0226
FB022619.CDF
cdf-fecal
FB0226
FB022620.CDF
cdf-fecal
FB0226
FB022621.CDF
cdf-fecal
FB0226
FB022622.CDF
cdf-fecal
FB0226
FB022623.CDF
cdf-fecal
FB0226
FB022624.CDF
cdf-fecal
FB0226
FB022625.CDF
cdf-fecal
FB0226
FB022626.CDF
cdf-fecal
FB0226
FB022627.CDF
cdf-fecal
FB0226
FB022628.CDF
cdf-fecal
FB0226
FB022629.CDF
cdf-fecal
FB0226
FB022630.CDF
cdf-fecal
FB0226
FB022631.CDF
cdf-fecal
FB0226
FB022632.CDF
cdf-fecal
FB0226
FB022633.CDF
cdf-fecal
FB0226
FB022634.CDF
cdf-fecal
FB0226
FB022635.CDF
cdf-fecal
FB0226
FB022636.CDF
cdf-fecal
FB0226
FB022637.CDF
cdf-fecal
FB0227
FB022701.CDF
cdf-fecal
FB0227
FB022702.CDF
cdf-fecal
FB0227
FB022703.CDF
cdf-fecal
FB0227
FB022704.CDF
cdf-fecal
FB0227
FB022705.CDF
cdf-fecal
FB0227
FB022706.CDF
cdf-fecal
FB0227
FB022707.CDF
cdf-fecal
FB0227
FB022708.CDF
cdf-fecal
FB0227
FB022709.CDF
cdf-fecal
FB0227
FB022710.CDF
cdf-fecal
FB0227
FB022711.CDF
cdf-fecal
FB0227
FB022712.CDF
cdf-fecal
FB0227
FB022713.CDF
cdf-fecal
FB0227
FB022714.CDF
cdf-fecal
FB0227
FB022715.CDF
cdf-fecal
FB0227
FB022716.CDF
cdf-fecal
FB0227
FB022717.CDF
cdf-fecal
FB0227
FB022718.CDF
cdf-fecal
FB0227
FB022719.CDF
cdf-fecal
FB0227
FB022720.CDF
cdf-fecal
FB0227
FB022721.CDF
cdf-fecal
FB0227
FB022722.CDF
cdf-fecal
FB0227
FB022723.CDF
cdf-fecal
FB0227
FB022724.CDF
cdf-fecal
FB0227
FB022725.CDF
cdf-fecal
FB0227
FB022726.CDF
cdf-fecal
FB0227
FB022727.CDF
cdf-fecal
FB0227
FB022728.CDF
cdf-fecal
FB0227
FB022729.CDF
cdf-fecal
FB0227
FB022730.CDF
cdf-fecal
FB0227
FB022731.CDF
cdf-fecal
FB0227
FB022732.CDF
cdf-fecal
FB0227
FB022733.CDF
cdf-fecal
FB0227
FB022734.CDF
cdf-fecal
FB0227
FB022735.CDF
cdf-fecal
FB0227
FB022736.CDF
cdf-fecal
FB0227
FB022737.CDF
cdf-fecal
FB0228
FB022801.CDF
cdf-fecal
FB0228
FB022802.CDF
cdf-fecal
FB0228
FB022803.CDF
cdf-fecal
FB0228
FB022804.CDF
cdf-fecal
FB0228
FB022805.CDF
cdf-fecal
FB0228
FB022806.CDF
cdf-fecal
FB0228
FB022807.CDF
cdf-fecal
FB0228
FB022808.CDF
cdf-fecal
FB0228
FB022809.CDF
cdf-fecal
FB0228
FB022810.CDF
cdf-fecal
FB0228
FB022811.CDF
cdf-fecal
FB0228
FB022812.CDF
cdf-fecal
FB0228
FB022813.CDF
cdf-fecal
FB0228
FB022814.CDF
cdf-fecal
FB0228
FB022815.CDF
cdf-fecal
FB0228
FB022816.CDF
cdf-fecal
FB0228
FB022817.CDF
cdf-fecal
FB0228
FB022818.CDF
cdf-fecal
FB0228
FB022819.CDF
cdf-fecal
FB0228
FB022820.CDF
cdf-fecal
FB0228
FB022821.CDF
cdf-fecal
FB0228
FB022822.CDF
cdf-fecal
FB0228
FB022823.CDF
cdf-fecal
FB0228
FB022824.CDF
cdf-fecal
FB0228
FB022825.CDF
cdf-fecal
FB0228
FB022826.CDF
cdf-fecal
FB0228
FB022827.CDF
cdf-fecal
FB0228
FB022828.CDF
cdf-fecal
FB0228
FB022829.CDF
cdf-fecal
FB0228
FB022830.CDF
cdf-fecal
FB0228
FB022831.CDF
cdf-fecal
FB0228
FB022832.CDF
cdf-fecal
FB0228
FB022833.CDF
cdf-fecal
FB0228
FB022834.CDF
cdf-fecal
FB0228
FB022835.CDF
cdf-fecal
FB0228
FB022836.CDF
cdf-fecal
FB0228
FB022837.CDF
cdf-fecal
FB0229
FB022901.CDF
cdf-fecal
FB0229
FB022902.CDF
cdf-fecal
FB0229
FB022903.CDF
cdf-fecal
FB0229
FB022904.CDF
cdf-fecal
FB0229
FB022905.CDF
cdf-fecal
FB0229
FB022906.CDF
cdf-fecal
FB0229
FB022907.CDF
cdf-fecal
FB0229
FB022908.CDF
cdf-fecal
FB0229
FB022909.CDF
cdf-fecal
FB0229
FB022910.CDF
cdf-fecal
FB0229
FB022911.CDF
cdf-fecal
FB0229
FB022912.CDF
cdf-fecal
FB0229
FB022913.CDF
cdf-fecal
FB0229
FB022914.CDF
cdf-fecal
FB0229
FB022915.CDF
cdf-fecal
FB0229
FB022916.CDF
cdf-fecal
FB0229
FB022917.CDF
cdf-fecal
FB0229
FB022918.CDF
cdf-fecal
FB0229
FB022919.CDF
cdf-fecal
FB0229
FB022920.CDF
cdf-fecal
FB0229
FB022921.CDF
cdf-fecal
FB0229
FB022922.CDF
cdf-fecal
FB0229
FB022923.CDF
cdf-fecal
FB0229
FB022924.CDF
cdf-fecal
FB0229
FB022925.CDF
cdf-fecal
FB0229
FB022926.CDF
cdf-fecal
FB0229
FB022927.CDF
cdf-fecal
FB0229
FB022928.CDF
cdf-fecal
FB0229
FB022929.CDF
cdf-fecal
FB0229
FB022930.CDF
cdf-fecal
FB0229
FB022931.CDF
cdf-fecal
FB0229
FB022932.CDF
cdf-fecal
FB0229
FB022933.CDF
cdf-fecal
FB0229
FB022934.CDF
cdf-fecal
FB0229
FB022935.CDF
cdf-fecal
FB0229
FB022936.CDF
cdf-fecal
FB0229
FB022937.CDF
cdf-fecal
FB0230
FB023001.CDF
cdf-fecal
FB0230
FB023002.CDF
cdf-fecal
FB0230
FB023003.CDF
cdf-fecal
FB0230
FB023004.CDF
cdf-fecal
FB0230
FB023005.CDF
cdf-fecal
FB0230
FB023006.CDF
cdf-fecal
FB0230
FB023007.CDF
cdf-fecal
FB0230
FB023008.CDF
cdf-fecal
FB0230
FB023009.CDF
cdf-fecal
FB0230
FB023010.CDF
cdf-fecal
FB0230
FB023011.CDF
cdf-fecal
FB0230
FB023012.CDF
cdf-fecal
FB0230
FB023013.CDF
cdf-fecal
FB0230
FB023014.CDF
cdf-fecal
FB0230
FB023015.CDF
cdf-fecal
FB0230
FB023016.CDF
cdf-fecal
FB0230
FB023017.CDF
cdf-fecal
FB0230
FB023018.CDF
cdf-fecal
FB0230
FB023019.CDF
cdf-fecal
FB0230
FB023020.CDF
cdf-fecal
FB0230
FB023021.CDF
cdf-fecal
FB0230
FB023022.CDF
cdf-fecal
FB0230
FB023023.CDF
cdf-fecal
FB0230
FB023024.CDF
cdf-fecal
FB0230
FB023025.CDF
cdf-fecal
FB0230
FB023026.CDF
cdf-fecal
FB0230
FB023027.CDF
cdf-fecal
FB0230
FB023028.CDF
cdf-fecal
FB0230
FB023029.CDF
cdf-fecal
FB0230
FB023030.CDF
cdf-fecal
FB0230
FB023031.CDF
cdf-fecal
FB0230
FB023032.CDF
cdf-fecal
FB0230
FB023033.CDF
cdf-fecal
FB0230
FB023034.CDF
cdf-fecal
FB0230
FB023035.CDF
cdf-fecal
FB0230
FB023036.CDF
cdf-fecal
FB0230
FB023037.CDF
cdf-fecal
FB0231
FB023101.CDF
cdf-fecal
FB0231
FB023102.CDF
cdf-fecal
FB0231
FB023103.CDF
cdf-fecal
FB0231
FB023104.CDF
cdf-fecal
FB0231
FB023105.CDF
cdf-fecal
FB0231
FB023106.CDF
cdf-fecal
FB0231
FB023107.CDF
cdf-fecal
FB0231
FB023108.CDF
cdf-fecal
FB0231
FB023109.CDF
cdf-fecal
FB0231
FB023110.CDF
cdf-fecal
FB0231
FB023111.CDF
cdf-fecal
FB0231
FB023112.CDF
cdf-fecal
FB0231
FB023113.CDF
cdf-fecal
FB0231
FB023114.CDF
cdf-fecal
FB0231
FB023115.CDF
cdf-fecal
FB0231
FB023116.CDF
cdf-fecal
FB0231
FB023117.CDF
cdf-fecal
FB0231
FB023118.CDF
cdf-fecal
FB0231
FB023119.CDF
cdf-fecal
FB0231
FB023120.CDF
cdf-fecal
FB0231
FB023121.CDF
cdf-fecal
FB0231
FB023122.CDF
cdf-fecal
FB0231
FB023123.CDF
cdf-fecal
FB0231
FB023124.CDF
cdf-fecal
FB0231
FB023125.CDF
cdf-fecal
FB0231
FB023126.CDF
cdf-fecal
FB0231
FB023127.CDF
cdf-fecal
FB0231
FB023128.CDF
cdf-fecal
FB0231
FB023129.CDF
cdf-fecal
FB0231
FB023130.CDF
cdf-fecal
FB0231
FB023131.CDF
cdf-fecal
FB0231
FB023132.CDF
cdf-fecal
FB0231
FB023133.CDF
cdf-fecal
FB0231
FB023134.CDF
cdf-fecal
FB0231
FB023135.CDF
cdf-fecal
FB0231
FB023136.CDF
cdf-fecal
FB0231
FB023137.CDF
cdf-fecal
FB0232
FB023201.CDF
cdf-fecal
FB0232
FB023202.CDF
cdf-fecal
FB0232
FB023203.CDF
cdf-fecal
FB0232
FB023204.CDF
cdf-fecal
FB0232
FB023205.CDF
cdf-fecal
FB0232
FB023206.CDF
cdf-fecal
FB0232
FB023207.CDF
cdf-fecal
FB0232
FB023208.CDF
cdf-fecal
FB0232
FB023209.CDF
cdf-fecal
FB0232
FB023210.CDF
cdf-fecal
FB0232
FB023211.CDF
cdf-fecal
FB0232
FB023212.CDF
cdf-fecal
FB0232
FB023213.CDF
cdf-fecal
FB0232
FB023214.CDF
cdf-fecal
FB0232
FB023215.CDF
cdf-fecal
FB0232
FB023216.CDF
cdf-fecal
FB0232
FB023217.CDF
cdf-fecal
FB0232
FB023218.CDF
cdf-fecal
FB0232
FB023219.CDF
cdf-fecal
FB0232
FB023220.CDF
cdf-fecal
FB0232
FB023221.CDF
cdf-fecal
FB0232
FB023222.CDF
cdf-fecal
FB0232
FB023223.CDF
cdf-fecal
FB0232
FB023224.CDF
cdf-fecal
FB0232
FB023225.CDF
cdf-fecal
FB0232
FB023226.CDF
cdf-fecal
FB0232
FB023227.CDF
cdf-fecal
FB0232
FB023228.CDF
cdf-fecal
FB0232
FB023229.CDF
cdf-fecal
FB0232
FB023230.CDF
cdf-fecal
FB0232
FB023231.CDF
cdf-fecal
FB0232
FB023232.CDF
cdf-fecal
FB0232
FB023233.CDF
cdf-fecal
FB0232
FB023234.CDF
cdf-fecal
FB0232
FB023235.CDF
cdf-fecal
FB0232
FB023236.CDF
cdf-fecal
FB0232
FB023237.CDF
cdf-fecal
FB0233
FB023301.CDF
cdf-fecal
FB0233
FB023302.CDF
cdf-fecal
FB0233
FB023303.CDF
cdf-fecal
FB0233
FB023304.CDF
cdf-fecal
FB0233
FB023305.CDF
cdf-fecal
FB0233
FB023306.CDF
cdf-fecal
FB0233
FB023307.CDF
cdf-fecal
FB0233
FB023308.CDF
cdf-fecal
FB0233
FB023309.CDF
cdf-fecal
FB0233
FB023310.CDF
cdf-fecal
FB0233
FB023311.CDF
cdf-fecal
FB0233
FB023312.CDF
cdf-fecal
FB0233
FB023313.CDF
cdf-fecal
FB0233
FB023314.CDF
cdf-fecal
FB0233
FB023315.CDF
cdf-fecal
FB0233
FB023316.CDF
cdf-fecal
FB0233
FB023317.CDF
cdf-fecal
FB0233
FB023318.CDF
cdf-fecal
FB0233
FB023319.CDF
cdf-fecal
FB0233
FB023320.CDF
cdf-fecal
FB0233
FB023321.CDF
cdf-fecal
FB0233
FB023322.CDF
cdf-fecal
FB0233
FB023323.CDF
cdf-fecal
FB0233
FB023324.CDF
cdf-fecal
FB0233
FB023325.CDF
cdf-fecal
FB0233
FB023326.CDF
cdf-fecal
FB0233
FB023327.CDF
cdf-fecal
FB0233
FB023328.CDF
cdf-fecal
FB0233
FB023329.CDF
cdf-fecal
FB0233
FB023330.CDF
cdf-fecal
FB0233
FB023331.CDF
cdf-fecal
FB0233
FB023332.CDF
cdf-fecal
FB0233
FB023333.CDF
cdf-fecal
FB0233
FB023334.CDF
cdf-fecal
FB0233
FB023335.CDF
cdf-fecal
FB0233
FB023336.CDF
cdf-fecal
FB0233
FB023337.CDF
cdf-fecal
FB0234
FB023401.CDF
cdf-fecal
FB0234
FB023402.CDF
cdf-fecal
FB0234
FB023403.CDF
cdf-fecal
FB0234
FB023404.CDF
cdf-fecal
FB0234
FB023405.CDF
cdf-fecal
FB0234
FB023406.CDF
cdf-fecal
FB0234
FB023407.CDF
cdf-fecal
FB0234
FB023408.CDF
cdf-fecal
FB0234
FB023409.CDF
cdf-fecal
FB0234
FB023410.CDF
cdf-fecal
FB0234
FB023411.CDF
cdf-fecal
FB0234
FB023412.CDF
cdf-fecal
FB0234
FB023413.CDF
cdf-fecal
FB0234
FB023414.CDF
cdf-fecal
FB0234
FB023415.CDF
cdf-fecal
FB0234
FB023416.CDF
cdf-fecal
FB0234
FB023417.CDF
cdf-fecal
FB0234
FB023418.CDF
cdf-fecal
FB0234
FB023419.CDF
cdf-fecal
FB0234
FB023420.CDF
cdf-fecal
FB0234
FB023421.CDF
cdf-fecal
FB0234
FB023422.CDF
cdf-fecal
FB0234
FB023423.CDF
cdf-fecal
FB0234
FB023424.CDF
cdf-fecal
FB0234
FB023425.CDF
cdf-fecal
FB0234
FB023426.CDF
cdf-fecal
FB0234
FB023427.CDF
cdf-fecal
FB0234
FB023428.CDF
cdf-fecal
FB0234
FB023429.CDF
cdf-fecal
FB0234
FB023430.CDF
cdf-fecal
FB0234
FB023431.CDF
cdf-fecal
FB0234
FB023432.CDF
cdf-fecal
FB0234
FB023433.CDF
cdf-fecal
FB0234
FB023434.CDF
cdf-fecal
FB0234
FB023435.CDF
cdf-fecal
FB0234
FB023436.CDF
cdf-fecal
FB0234
FB023437.CDF
cdf-fecal
FB0235
FB023501.CDF
cdf-fecal
FB0235
FB023502.CDF
cdf-fecal
FB0235
FB023503.CDF
cdf-fecal
FB0235
FB023504.CDF
cdf-fecal
FB0235
FB023505.CDF
cdf-fecal
FB0235
FB023506.CDF
cdf-fecal
FB0235
FB023507.CDF
cdf-fecal
FB0235
FB023508.CDF
cdf-fecal
FB0235
FB023509.CDF
cdf-fecal
FB0235
FB023510.CDF
cdf-fecal
FB0235
FB023511.CDF
cdf-fecal
FB0235
FB023512.CDF
cdf-fecal
FB0235
FB023513.CDF
cdf-fecal
FB0235
FB023514.CDF
cdf-fecal
FB0235
FB023515.CDF
cdf-fecal
FB0235
FB023516.CDF
cdf-fecal
FB0235
FB023517.CDF
cdf-fecal
FB0235
FB023518.CDF
cdf-fecal
FB0235
FB023519.CDF
cdf-fecal
FB0235
FB023520.CDF
cdf-fecal
FB0235
FB023521.CDF
cdf-fecal
FB0235
FB023522.CDF
cdf-fecal
FB0235
FB023523.CDF
cdf-fecal
FB0235
FB023524.CDF
cdf-fecal
FB0235
FB023525.CDF
cdf-fecal
FB0235
FB023526.CDF
cdf-fecal
FB0235
FB023527.CDF
cdf-fecal
FB0235
FB023528.CDF
cdf-fecal
FB0235
FB023529.CDF
cdf-fecal
FB0235
FB023530.CDF
cdf-fecal
FB0235
FB023531.CDF
cdf-fecal
FB0235
FB023532.CDF
cdf-fecal
FB0235
FB023533.CDF
cdf-fecal
FB0235
FB023534.CDF
cdf-fecal
FB0235
FB023535.CDF
cdf-fecal
FB0235
FB023536.CDF
cdf-fecal
FB0235
FB023537.CDF
cdf-fecal
FB0236
FB023601.CDF
cdf-fecal
FB0236
FB023602.CDF
cdf-fecal
FB0236
FB023603.CDF
cdf-fecal
FB0236
FB023604.CDF
cdf-fecal
FB0236
FB023605.CDF
cdf-fecal
FB0236
FB023606.CDF
cdf-fecal
FB0236
FB023607.CDF
cdf-fecal
FB0236
FB023608.CDF
cdf-fecal
FB0236
FB023609.CDF
cdf-fecal
FB0236
FB023610.CDF
cdf-fecal
FB0236
FB023611.CDF
cdf-fecal
FB0236
FB023612.CDF
cdf-fecal
FB0236
FB023613.CDF
cdf-fecal
FB0236
FB023614.CDF
cdf-fecal
FB0236
FB023615.CDF
cdf-fecal
FB0236
FB023616.CDF
cdf-fecal
FB0236
FB023617.CDF
cdf-fecal
FB0236
FB023618.CDF
cdf-fecal
FB0236
FB023619.CDF
cdf-fecal
FB0236
FB023620.CDF
cdf-fecal
FB0236
FB023621.CDF
cdf-fecal
FB0236
FB023622.CDF
cdf-fecal
FB0236
FB023623.CDF
cdf-fecal
FB0236
FB023624.CDF
cdf-fecal
FB0236
FB023625.CDF
cdf-fecal
FB0236
FB023626.CDF
cdf-fecal
FB0236
FB023627.CDF
cdf-fecal
FB0236
FB023628.CDF
cdf-fecal
FB0236
FB023629.CDF
cdf-fecal
FB0236
FB023630.CDF
cdf-fecal
FB0236
FB023631.CDF
cdf-fecal
FB0236
FB023632.CDF
cdf-fecal
FB0236
FB023633.CDF
cdf-fecal
FB0236
FB023634.CDF
cdf-fecal
FB0236
FB023635.CDF
cdf-fecal
FB0236
FB023636.CDF
cdf-fecal
FB0236
FB023637.CDF
cdf-fecal
FB0237
FB023701.CDF
cdf-fecal
FB0237
FB023702.CDF
cdf-fecal
FB0237
FB023703.CDF
cdf-fecal
FB0237
FB023704.CDF
cdf-fecal
FB0237
FB023705.CDF
cdf-fecal
FB0237
FB023706.CDF
cdf-fecal
FB0237
FB023707.CDF
cdf-fecal
FB0237
FB023708.CDF
cdf-fecal
FB0237
FB023709.CDF
cdf-fecal
FB0237
FB023710.CDF
cdf-fecal
FB0237
FB023711.CDF
cdf-fecal
FB0237
FB023712.CDF
cdf-fecal
FB0237
FB023713.CDF
cdf-fecal
FB0237
FB023714.CDF
cdf-fecal
FB0237
FB023715.CDF
cdf-fecal
FB0237
FB023716.CDF
cdf-fecal
FB0237
FB023717.CDF
cdf-fecal
FB0237
FB023718.CDF
cdf-fecal
FB0237
FB023719.CDF
cdf-fecal
FB0237
FB023720.CDF
cdf-fecal
FB0237
FB023721.CDF
cdf-fecal
FB0237
FB023722.CDF
cdf-fecal
FB0237
FB023723.CDF
cdf-fecal
FB0237
FB023724.CDF
cdf-fecal
FB0237
FB023725.CDF
cdf-fecal
FB0237
FB023726.CDF
cdf-fecal
FB0237
FB023727.CDF
cdf-fecal
FB0237
FB023728.CDF
cdf-fecal
FB0237
FB023729.CDF
cdf-fecal
FB0237
FB023730.CDF
cdf-fecal
FB0237
FB023731.CDF
cdf-fecal
FB0237
FB023732.CDF
cdf-fecal
FB0237
FB023733.CDF
cdf-fecal
FB0237
FB023734.CDF
cdf-fecal
FB0237
FB023735.CDF
cdf-fecal
FB0237
FB023736.CDF
cdf-fecal
FB0237
FB023737.CDF
cdf-fecal
FB0238
FB023801.CDF
cdf-fecal
FB0238
FB023802.CDF
cdf-fecal
FB0238
FB023803.CDF
cdf-fecal
FB0238
FB023804.CDF
cdf-fecal
FB0238
FB023805.CDF
cdf-fecal
FB0238
FB023806.CDF
cdf-fecal
FB0238
FB023807.CDF
cdf-fecal
FB0238
FB023808.CDF
cdf-fecal
FB0238
FB023809.CDF
cdf-fecal
FB0238
FB023810.CDF
cdf-fecal
FB0238
FB023811.CDF
cdf-fecal
FB0238
FB023812.CDF
cdf-fecal
FB0238
FB023813.CDF
cdf-fecal
FB0238
FB023814.CDF
cdf-fecal
FB0238
FB023815.CDF
cdf-fecal
FB0238
FB023816.CDF
cdf-fecal
FB0238
FB023817.CDF
cdf-fecal
FB0238
FB023818.CDF
cdf-fecal
FB0238
FB023819.CDF
cdf-fecal
FB0238
FB023820.CDF
cdf-fecal
FB0238
FB023821.CDF
cdf-fecal
FB0238
FB023822.CDF
cdf-fecal
FB0238
FB023823.CDF
cdf-fecal
FB0238
FB023824.CDF
cdf-fecal
FB0238
FB023825.CDF
cdf-fecal
FB0238
FB023826.CDF
cdf-fecal
FB0238
FB023827.CDF
cdf-fecal
FB0238
FB023828.CDF
cdf-fecal
FB0238
FB023829.CDF
cdf-fecal
FB0238
FB023830.CDF
cdf-fecal
FB0238
FB023831.CDF
cdf-fecal
FB0238
FB023832.CDF
cdf-fecal
FB0238
FB023833.CDF
cdf-fecal
FB0238
FB023834.CDF
cdf-fecal
FB0238
FB023835.CDF
cdf-fecal
FB0238
FB023836.CDF
cdf-fecal
FB0238
FB023837.CDF
cdf-fecal
FB0239
FB023901.CDF
cdf-fecal
FB0239
FB023902.CDF
cdf-fecal
FB0239
FB023903.CDF
cdf-fecal
FB0239
FB023904.CDF
cdf-fecal
FB0239
FB023905.CDF
cdf-fecal
FB0239
FB023906.CDF
cdf-fecal
FB0239
FB023907.CDF
cdf-fecal
FB0239
FB023908.CDF
cdf-fecal
FB0239
FB023909.CDF
cdf-fecal
FB0239
FB023910.CDF
cdf-fecal
FB0239
FB023911.CDF
cdf-fecal
FB0239
FB023912.CDF
cdf-fecal
FB0239
FB023913.CDF
cdf-fecal
FB0239
FB023914.CDF
cdf-fecal
FB0239
FB023915.CDF
cdf-fecal
FB0239
FB023916.CDF
cdf-fecal
FB0239
FB023917.CDF
cdf-fecal
FB0239
FB023918.CDF
cdf-fecal
FB0239
FB023919.CDF
cdf-fecal
FB0239
FB023920.CDF
cdf-fecal
FB0239
FB023921.CDF
cdf-fecal
FB0239
FB023922.CDF
cdf-fecal
FB0239
FB023923.CDF
cdf-fecal
FB0239
FB023924.CDF
cdf-fecal
FB0239
FB023925.CDF
cdf-fecal
FB0239
FB023926.CDF
cdf-fecal
FB0239
FB023927.CDF
cdf-fecal
FB0239
FB023928.CDF
cdf-fecal
FB0239
FB023929.CDF
cdf-fecal
FB0239
FB023930.CDF
cdf-fecal
FB0239
FB023931.CDF
cdf-fecal
FB0239
FB023932.CDF
cdf-fecal
FB0239
FB023933.CDF
cdf-fecal
FB0239
FB023934.CDF
cdf-fecal
FB0239
FB023935.CDF
cdf-fecal
FB0239
FB023936.CDF
cdf-fecal
FB0239
FB023937.CDF
cdf-fecal
FB0240
FB024001.CDF
cdf-fecal
FB0240
FB024002.CDF
cdf-fecal
FB0240
FB024003.CDF
cdf-fecal
FB0240
FB024004.CDF
cdf-fecal
FB0240
FB024005.CDF
cdf-fecal
FB0240
FB024006.CDF
cdf-fecal
FB0240
FB024007.CDF
cdf-fecal
FB0240
FB024008.CDF
cdf-fecal
FB0240
FB024009.CDF
cdf-fecal
FB0240
FB024010.CDF
cdf-fecal
FB0240
FB024011.CDF
cdf-fecal
FB0240
FB024012.CDF
cdf-fecal
FB0240
FB024013.CDF
cdf-fecal
FB0240
FB024014.CDF
cdf-fecal
FB0240
FB024015.CDF
cdf-fecal
FB0240
FB024016.CDF
cdf-fecal
FB0240
FB024017.CDF
cdf-fecal
FB0240
FB024018.CDF
cdf-fecal
FB0240
FB024019.CDF
cdf-fecal
FB0240
FB024020.CDF
cdf-fecal
FB0240
FB024021.CDF
cdf-fecal
FB0240
FB024022.CDF
cdf-fecal
FB0240
FB024023.CDF
cdf-fecal
FB0240
FB024024.CDF
cdf-fecal
FB0240
FB024025.CDF
cdf-fecal
FB0240
FB024026.CDF
cdf-fecal
FB0240
FB024027.CDF
cdf-fecal
FB0240
FB024028.CDF
cdf-fecal
FB0240
FB024029.CDF
cdf-fecal
FB0240
FB024030.CDF
cdf-fecal
FB0240
FB024031.CDF
cdf-fecal
FB0240
FB024032.CDF
cdf-fecal
FB0240
FB024033.CDF
cdf-fecal
FB0240
FB024034.CDF
cdf-fecal
FB0240
FB024035.CDF
cdf-fecal
FB0240
FB024036.CDF
cdf-fecal
FB0240
FB024037.CDF
cdf-fecal
FB0241
FB024101.CDF
cdf-fecal
FB0241
FB024102.CDF
cdf-fecal
FB0241
FB024103.CDF
cdf-fecal
FB0241
FB024104.CDF
cdf-fecal
FB0241
FB024105.CDF
cdf-fecal
FB0241
FB024106.CDF
cdf-fecal
FB0241
FB024107.CDF
cdf-fecal
FB0241
FB024108.CDF
cdf-fecal
FB0241
FB024109.CDF
cdf-fecal
FB0241
FB024110.CDF
cdf-fecal
FB0241
FB024111.CDF
cdf-fecal
FB0241
FB024112.CDF
cdf-fecal
FB0241
FB024113.CDF
cdf-fecal
FB0241
FB024114.CDF
cdf-fecal
FB0241
FB024115.CDF
cdf-fecal
FB0241
FB024116.CDF
cdf-fecal
FB0241
FB024117.CDF
cdf-fecal
FB0241
FB024118.CDF
cdf-fecal
FB0241
FB024119.CDF
cdf-fecal
FB0241
FB024120.CDF
cdf-fecal
FB0241
FB024121.CDF
cdf-fecal
FB0241
FB024122.CDF
cdf-fecal
FB0241
FB024123.CDF
cdf-fecal
FB0241
FB024124.CDF
cdf-fecal
FB0241
FB024125.CDF
cdf-fecal
FB0241
FB024126.CDF
cdf-fecal
FB0241
FB024127.CDF
cdf-fecal
FB0241
FB024128.CDF
cdf-fecal
FB0241
FB024129.CDF
cdf-fecal
FB0241
FB024130.CDF
cdf-fecal
FB0241
FB024131.CDF
cdf-fecal
FB0241
FB024132.CDF
cdf-fecal
FB0241
FB024133.CDF
cdf-fecal
FB0241
FB024134.CDF
cdf-fecal
FB0241
FB024135.CDF
cdf-fecal
FB0241
FB024136.CDF
cdf-fecal
FB0241
FB024137.CDF
cdf-fecal
FB0242
FB024201.CDF
cdf-fecal
FB0242
FB024202.CDF
cdf-fecal
FB0242
FB024203.CDF
cdf-fecal
FB0242
FB024204.CDF
cdf-fecal
FB0242
FB024205.CDF
cdf-fecal
FB0242
FB024206.CDF
cdf-fecal
FB0242
FB024207.CDF
cdf-fecal
FB0242
FB024208.CDF
cdf-fecal
FB0242
FB024209.CDF
cdf-fecal
FB0242
FB024210.CDF
cdf-fecal
FB0242
FB024211.CDF
cdf-fecal
FB0242
FB024212.CDF
cdf-fecal
FB0242
FB024213.CDF
cdf-fecal
FB0242
FB024214.CDF
cdf-fecal
FB0242
FB024215.CDF
cdf-fecal
FB0242
FB024216.CDF
cdf-fecal
FB0242
FB024217.CDF
cdf-fecal
FB0242
FB024218.CDF
cdf-fecal
FB0242
FB024219.CDF
cdf-fecal
FB0242
FB024220.CDF
cdf-fecal
FB0242
FB024221.CDF
cdf-fecal
FB0242
FB024222.CDF
cdf-fecal
FB0242
FB024223.CDF
cdf-fecal
FB0242
FB024224.CDF
cdf-fecal
FB0242
FB024225.CDF
cdf-fecal
FB0242
FB024226.CDF
cdf-fecal
FB0242
FB024227.CDF
cdf-fecal
FB0242
FB024228.CDF
cdf-fecal
FB0242
FB024229.CDF
cdf-fecal
FB0242
FB024230.CDF
cdf-fecal
FB0242
FB024231.CDF
cdf-fecal
FB0242
FB024232.CDF
cdf-fecal
FB0242
FB024233.CDF
cdf-fecal
FB0242
FB024234.CDF
cdf-fecal
FB0242
FB024235.CDF
cdf-fecal
FB0242
FB024236.CDF
cdf-fecal
FB0242
FB024237.CDF
cdf-fecal
FB0243
FB024301.CDF
cdf-fecal
FB0243
FB024302.CDF
cdf-fecal
FB0243
FB024303.CDF
cdf-fecal
FB0243
FB024304.CDF
cdf-fecal
FB0243
FB024305.CDF
cdf-fecal
FB0243
FB024306.CDF
cdf-fecal
FB0243
FB024307.CDF
cdf-fecal
FB0243
FB024308.CDF
cdf-fecal
FB0243
FB024309.CDF
cdf-fecal
FB0243
FB024310.CDF
cdf-fecal
FB0243
FB024311.CDF
cdf-fecal
FB0243
FB024312.CDF
cdf-fecal
FB0243
FB024313.CDF
cdf-fecal
FB0243
FB024314.CDF
cdf-fecal
FB0243
FB024315.CDF
cdf-fecal
FB0243
FB024316.CDF
cdf-fecal
FB0243
FB024317.CDF
cdf-fecal
FB0243
FB024318.CDF
cdf-fecal
FB0243
FB024319.CDF
cdf-fecal
FB0243
FB024320.CDF
cdf-fecal
FB0243
FB024321.CDF
cdf-fecal
FB0243
FB024322.CDF
cdf-fecal
FB0243
FB024323.CDF
cdf-fecal
FB0243
FB024324.CDF
cdf-fecal
FB0243
FB024325.CDF
cdf-fecal
FB0243
FB024326.CDF
cdf-fecal
FB0243
FB024327.CDF
cdf-fecal
FB0243
FB024328.CDF
cdf-fecal
FB0243
FB024329.CDF
cdf-fecal
FB0243
FB024330.CDF
cdf-fecal
FB0243
FB024331.CDF
cdf-fecal
FB0243
FB024332.CDF
cdf-fecal
FB0243
FB024333.CDF
cdf-fecal
FB0243
FB024334.CDF
cdf-fecal
FB0243
FB024335.CDF
cdf-fecal
FB0243
FB024336.CDF
cdf-fecal
FB0243
FB024337.CDF
cdf-fecal
FB0244
FB024401.CDF
cdf-fecal
FB0244
FB024402.CDF
cdf-fecal
FB0244
FB024403.CDF
cdf-fecal
FB0244
FB024404.CDF
cdf-fecal
FB0244
FB024405.CDF
cdf-fecal
FB0244
FB024406.CDF
cdf-fecal
FB0244
FB024407.CDF
cdf-fecal
FB0244
FB024408.CDF
cdf-fecal
FB0244
FB024409.CDF
cdf-fecal
FB0244
FB024410.CDF
cdf-fecal
FB0244
FB024411.CDF
cdf-fecal
FB0244
FB024412.CDF
cdf-fecal
FB0244
FB024413.CDF
cdf-fecal
FB0244
FB024414.CDF
cdf-fecal
FB0244
FB024415.CDF
cdf-fecal
FB0244
FB024416.CDF
cdf-fecal
FB0244
FB024417.CDF
cdf-fecal
FB0244
FB024418.CDF
cdf-fecal
FB0244
FB024419.CDF
cdf-fecal
FB0244
FB024420.CDF
cdf-fecal
FB0244
FB024421.CDF
cdf-fecal
FB0244
FB024422.CDF
cdf-fecal
FB0244
FB024423.CDF
cdf-fecal
FB0244
FB024424.CDF
cdf-fecal
FB0244
FB024425.CDF
cdf-fecal
FB0244
FB024426.CDF
cdf-fecal
FB0244
FB024427.CDF
cdf-fecal
FB0244
FB024428.CDF
cdf-fecal
FB0244
FB024429.CDF
cdf-fecal
FB0244
FB024430.CDF
cdf-fecal
FB0244
FB024431.CDF
cdf-fecal
FB0244
FB024432.CDF
cdf-fecal
FB0244
FB024433.CDF
cdf-fecal
FB0244
FB024434.CDF
cdf-fecal
FB0244
FB024435.CDF
cdf-fecal
FB0244
FB024436.CDF
cdf-fecal
FB0244
FB024437.CDF
cdf-fecal
FB0245
FB024501.CDF
cdf-fecal
FB0245
FB024502.CDF
cdf-fecal
FB0245
FB024503.CDF
cdf-fecal
FB0245
FB024504.CDF
cdf-fecal
FB0245
FB024505.CDF
cdf-fecal
FB0245
FB024506.CDF
cdf-fecal
FB0245
FB024507.CDF
cdf-fecal
FB0245
FB024508.CDF
cdf-fecal
FB0245
FB024509.CDF
cdf-fecal
FB0245
FB024510.CDF
cdf-fecal
FB0245
FB024511.CDF
cdf-fecal
FB0245
FB024512.CDF
cdf-fecal
FB0245
FB024513.CDF
cdf-fecal
FB0245
FB024514.CDF
cdf-fecal
FB0245
FB024515.CDF
cdf-fecal
FB0245
FB024516.CDF
cdf-fecal
FB0245
FB024517.CDF
cdf-fecal
FB0245
FB024518.CDF
cdf-fecal
FB0245
FB024519.CDF
cdf-fecal
FB0245
FB024520.CDF
cdf-fecal
FB0245
FB024521.CDF
cdf-fecal
FB0245
FB024522.CDF
cdf-fecal
FB0245
FB024523.CDF
cdf-fecal
FB0245
FB024524.CDF
cdf-fecal
FB0245
FB024525.CDF
cdf-fecal
FB0245
FB024526.CDF
cdf-fecal
FB0245
FB024527.CDF
cdf-fecal
FB0245
FB024528.CDF
cdf-fecal
FB0245
FB024529.CDF
cdf-fecal
FB0245
FB024530.CDF
cdf-fecal
FB0245
FB024531.CDF
cdf-fecal
FB0245
FB024532.CDF
cdf-fecal
FB0245
FB024533.CDF
cdf-fecal
FB0245
FB024534.CDF
cdf-fecal
FB0245
FB024535.CDF
cdf-fecal
FB0245
FB024536.CDF
cdf-fecal
FB0245
FB024537.CDF
cdf-fecal
FB0246
FB024601.CDF
cdf-fecal
FB0246
FB024602.CDF
cdf-fecal
FB0246
FB024603.CDF
cdf-fecal
FB0246
FB024604.CDF
cdf-fecal
FB0246
FB024605.CDF
cdf-fecal
FB0246
FB024606.CDF
cdf-fecal
FB0246
FB024607.CDF
cdf-fecal
FB0246
FB024608.CDF
cdf-fecal
FB0246
FB024609.CDF
cdf-fecal
FB0246
FB024610.CDF
cdf-fecal
FB0246
FB024611.CDF
cdf-fecal
FB0246
FB024612.CDF
cdf-fecal
FB0246
FB024613.CDF
cdf-fecal
FB0246
FB024614.CDF
cdf-fecal
FB0246
FB024615.CDF
cdf-fecal
FB0246
FB024616.CDF
cdf-fecal
FB0246
FB024617.CDF
cdf-fecal
FB0246
FB024618.CDF
cdf-fecal
FB0246
FB024619.CDF
cdf-fecal
FB0246
FB024620.CDF
cdf-fecal
FB0246
FB024621.CDF
cdf-fecal
FB0246
FB024622.CDF
cdf-fecal
FB0246
FB024623.CDF
cdf-fecal
FB0246
FB024624.CDF
cdf-fecal
FB0246
FB024625.CDF
cdf-fecal
FB0246
FB024626.CDF
cdf-fecal
FB0246
FB024627.CDF
cdf-fecal
FB0246
FB024628.CDF
cdf-fecal
FB0246
FB024629.CDF
cdf-fecal
FB0246
FB024630.CDF
cdf-fecal
FB0246
FB024631.CDF
cdf-fecal
FB0246
FB024632.CDF
cdf-fecal
FB0246
FB024633.CDF
cdf-fecal
FB0246
FB024634.CDF
cdf-fecal
FB0246
FB024635.CDF
cdf-fecal
FB0246
FB024636.CDF
cdf-fecal
FB0246
FB024637.CDF
cdf-fecal
FB0247
FB024701.CDF
cdf-fecal
FB0247
FB024702.CDF
cdf-fecal
FB0247
FB024703.CDF
cdf-fecal
FB0247
FB024704.CDF
cdf-fecal
FB0247
FB024705.CDF
cdf-fecal
FB0247
FB024706.CDF
cdf-fecal
FB0247
FB024707.CDF
cdf-fecal
FB0247
FB024708.CDF
cdf-fecal
FB0247
FB024709.CDF
cdf-fecal
FB0247
FB024710.CDF
cdf-fecal
FB0247
FB024711.CDF
cdf-fecal
FB0247
FB024712.CDF
cdf-fecal
FB0247
FB024713.CDF
cdf-fecal
FB0247
FB024714.CDF
cdf-fecal
FB0247
FB024715.CDF
cdf-fecal
FB0247
FB024716.CDF
cdf-fecal
FB0247
FB024717.CDF
cdf-fecal
FB0247
FB024718.CDF
cdf-fecal
FB0247
FB024719.CDF
cdf-fecal
FB0247
FB024720.CDF
cdf-fecal
FB0247
FB024721.CDF
cdf-fecal
FB0247
FB024722.CDF
cdf-fecal
FB0247
FB024723.CDF
cdf-fecal
FB0247
FB024724.CDF
cdf-fecal
FB0247
FB024725.CDF
cdf-fecal
FB0247
FB024726.CDF
cdf-fecal
FB0247
FB024727.CDF
cdf-fecal
FB0247
FB024728.CDF
cdf-fecal
FB0247
FB024729.CDF
cdf-fecal
FB0247
FB024730.CDF
cdf-fecal
FB0247
FB024731.CDF
cdf-fecal
FB0247
FB024732.CDF
cdf-fecal
FB0247
FB024733.CDF
cdf-fecal
FB0247
FB024734.CDF
cdf-fecal
FB0247
FB024735.CDF
cdf-fecal
FB0247
FB024736.CDF
cdf-fecal
FB0247
FB024737.CDF
cdf-fecal
FB0248
FB024801.CDF
cdf-fecal
FB0248
FB024802.CDF
cdf-fecal
FB0248
FB024803.CDF
cdf-fecal
FB0248
FB024804.CDF
cdf-fecal
FB0248
FB024805.CDF
cdf-fecal
FB0248
FB024806.CDF
cdf-fecal
FB0248
FB024807.CDF
cdf-fecal
FB0248
FB024808.CDF
cdf-fecal
FB0248
FB024809.CDF
cdf-fecal
FB0248
FB024810.CDF
cdf-fecal
FB0248
FB024811.CDF
cdf-fecal
FB0248
FB024812.CDF
cdf-fecal
FB0248
FB024813.CDF
cdf-fecal
FB0248
FB024814.CDF
cdf-fecal
FB0248
FB024815.CDF
cdf-fecal
FB0248
FB024816.CDF
cdf-fecal
FB0248
FB024817.CDF
cdf-fecal
FB0248
FB024818.CDF
cdf-fecal
FB0248
FB024819.CDF
cdf-fecal
FB0248
FB024820.CDF
cdf-fecal
FB0248
FB024821.CDF
cdf-fecal
FB0248
FB024822.CDF
cdf-fecal
FB0248
FB024823.CDF
cdf-fecal
FB0248
FB024824.CDF
cdf-fecal
FB0248
FB024825.CDF
cdf-fecal
FB0248
FB024826.CDF
cdf-fecal
FB0248
FB024827.CDF
cdf-fecal
FB0248
FB024828.CDF
cdf-fecal
FB0248
FB024829.CDF
cdf-fecal
FB0248
FB024830.CDF
cdf-fecal
FB0248
FB024831.CDF
cdf-fecal
FB0248
FB024832.CDF
cdf-fecal
FB0248
FB024833.CDF
cdf-fecal
FB0248
FB024834.CDF
cdf-fecal
FB0248
FB024835.CDF
cdf-fecal
FB0248
FB024836.CDF
cdf-fecal
FB0248
FB024837.CDF
cdf-fecal
FB0249
FB024901.CDF
cdf-fecal
FB0249
FB024902.CDF
cdf-fecal
FB0249
FB024903.CDF
cdf-fecal
FB0249
FB024904.CDF
cdf-fecal
FB0249
FB024905.CDF
cdf-fecal
FB0249
FB024906.CDF
cdf-fecal
FB0249
FB024907.CDF
cdf-fecal
FB0249
FB024908.CDF
cdf-fecal
FB0249
FB024909.CDF
cdf-fecal
FB0249
FB024910.CDF
cdf-fecal
FB0249
FB024911.CDF
cdf-fecal
FB0249
FB024912.CDF
cdf-fecal
FB0249
FB024913.CDF
cdf-fecal
FB0249
FB024914.CDF
cdf-fecal
FB0249
FB024915.CDF
cdf-fecal
FB0249
FB024916.CDF
cdf-fecal
FB0249
FB024917.CDF
cdf-fecal
FB0249
FB024918.CDF
cdf-fecal
FB0249
FB024919.CDF
cdf-fecal
FB0249
FB024920.CDF
cdf-fecal
FB0249
FB024921.CDF
cdf-fecal
FB0249
FB024922.CDF
cdf-fecal
FB0249
FB024923.CDF
cdf-fecal
FB0249
FB024924.CDF
cdf-fecal
FB0249
FB024925.CDF
cdf-fecal
FB0249
FB024926.CDF
cdf-fecal
FB0249
FB024927.CDF
cdf-fecal
FB0249
FB024928.CDF
cdf-fecal
FB0249
FB024929.CDF
cdf-fecal
FB0249
FB024930.CDF
cdf-fecal
FB0249
FB024931.CDF
cdf-fecal
FB0249
FB024932.CDF
cdf-fecal
FB0249
FB024933.CDF
cdf-fecal
FB0249
FB024934.CDF
cdf-fecal
FB0249
FB024935.CDF
cdf-fecal
FB0249
FB024936.CDF
cdf-fecal
FB0249
FB024937.CDF
cdf-fecal
FB0250
FB025001.CDF
cdf-fecal
FB0250
FB025002.CDF
cdf-fecal
FB0250
FB025003.CDF
cdf-fecal
FB0250
FB025004.CDF
cdf-fecal
FB0250
FB025005.CDF
cdf-fecal
FB0250
FB025006.CDF
cdf-fecal
FB0250
FB025007.CDF
cdf-fecal
FB0250
FB025008.CDF
cdf-fecal
FB0250
FB025009.CDF
cdf-fecal
FB0250
FB025010.CDF
cdf-fecal
FB0250
FB025011.CDF
cdf-fecal
FB0250
FB025012.CDF
cdf-fecal
FB0250
FB025013.CDF
cdf-fecal
FB0250
FB025014.CDF
cdf-fecal
FB0250
FB025015.CDF
cdf-fecal
FB0250
FB025016.CDF
cdf-fecal
FB0250
FB025017.CDF
cdf-fecal
FB0250
FB025018.CDF
cdf-fecal
FB0250
FB025019.CDF
cdf-fecal
FB0250
FB025020.CDF
cdf-fecal
FB0250
FB025021.CDF
cdf-fecal
FB0250
FB025022.CDF
cdf-fecal
FB0250
FB025023.CDF
cdf-fecal
FB0250
FB025024.CDF
cdf-fecal
FB0250
FB025025.CDF
cdf-fecal
FB0250
FB025026.CDF
cdf-fecal
FB0250
FB025027.CDF
cdf-fecal
FB0250
FB025028.CDF
cdf-fecal
FB0250
FB025029.CDF
cdf-fecal
FB0250
FB025030.CDF
cdf-fecal
FB0250
FB025031.CDF
cdf-fecal
FB0250
FB025032.CDF
cdf-fecal
FB0250
FB025033.CDF
cdf-fecal
FB0250
FB025034.CDF
cdf-fecal
FB0250
FB025035.CDF
cdf-fecal
FB0250
FB025036.CDF
cdf-fecal
FB0250
FB025037.CDF
cdf-fecal
FB0251
FB025101.CDF
cdf-fecal
FB0251
FB025102.CDF
cdf-fecal
FB0251
FB025103.CDF
cdf-fecal
FB0251
FB025104.CDF
cdf-fecal
FB0251
FB025105.CDF
cdf-fecal
FB0251
FB025106.CDF
cdf-fecal
FB0251
FB025107.CDF
cdf-fecal
FB0251
FB025108.CDF
cdf-fecal
FB0251
FB025109.CDF
cdf-fecal
FB0251
FB025110.CDF
cdf-fecal
FB0251
FB025111.CDF
cdf-fecal
FB0251
FB025112.CDF
cdf-fecal
FB0251
FB025113.CDF
cdf-fecal
FB0251
FB025114.CDF
cdf-fecal
FB0251
FB025115.CDF
cdf-fecal
FB0251
FB025116.CDF
cdf-fecal
FB0251
FB025117.CDF
cdf-fecal
FB0251
FB025118.CDF
cdf-fecal
FB0251
FB025119.CDF
cdf-fecal
FB0251
FB025120.CDF
cdf-fecal
FB0251
FB025121.CDF
cdf-fecal
FB0251
FB025122.CDF
cdf-fecal
FB0251
FB025123.CDF
cdf-fecal
FB0251
FB025124.CDF
cdf-fecal
FB0251
FB025125.CDF
cdf-fecal
FB0251
FB025126.CDF
cdf-fecal
FB0251
FB025127.CDF
cdf-fecal
FB0251
FB025128.CDF
cdf-fecal
FB0251
FB025129.CDF
cdf-fecal
FB0251
FB025130.CDF
cdf-fecal
FB0251
FB025131.CDF
cdf-fecal
FB0251
FB025132.CDF
cdf-fecal
FB0251
FB025133.CDF
cdf-fecal
FB0251
FB025134.CDF
cdf-fecal
FB0251
FB025135.CDF
cdf-fecal
FB0251
FB025136.CDF
cdf-fecal
FB0251
FB025137.CDF
cdf-fecal
FB0252
FB025201.CDF
cdf-fecal
FB0252
FB025202.CDF
cdf-fecal
FB0252
FB025203.CDF
cdf-fecal
FB0252
FB025204.CDF
cdf-fecal
FB0252
FB025205.CDF
cdf-fecal
FB0252
FB025206.CDF
cdf-fecal
FB0252
FB025207.CDF
cdf-fecal
FB0252
FB025208.CDF
cdf-fecal
FB0252
FB025209.CDF
cdf-fecal
FB0252
FB025210.CDF
cdf-fecal
FB0252
FB025211.CDF
cdf-fecal
FB0252
FB025212.CDF
cdf-fecal
FB0252
FB025213.CDF
cdf-fecal
FB0252
FB025214.CDF
cdf-fecal
FB0252
FB025215.CDF
cdf-fecal
FB0252
FB025216.CDF
cdf-fecal
FB0252
FB025217.CDF
cdf-fecal
FB0252
FB025218.CDF
cdf-fecal
FB0252
FB025219.CDF
cdf-fecal
FB0252
FB025220.CDF
cdf-fecal
FB0252
FB025221.CDF
cdf-fecal
FB0252
FB025222.CDF
cdf-fecal
FB0252
FB025223.CDF
cdf-fecal
FB0252
FB025224.CDF
cdf-fecal
FB0252
FB025225.CDF
cdf-fecal
FB0252
FB025226.CDF
cdf-fecal
FB0252
FB025227.CDF
cdf-fecal
FB0252
FB025228.CDF
cdf-fecal
FB0252
FB025229.CDF
cdf-fecal
FB0252
FB025230.CDF
cdf-fecal
FB0252
FB025231.CDF
cdf-fecal
FB0252
FB025232.CDF
cdf-fecal
FB0252
FB025233.CDF
cdf-fecal
FB0252
FB025234.CDF
cdf-fecal
FB0252
FB025235.CDF
cdf-fecal
FB0252
FB025236.CDF
cdf-fecal
FB0252
FB025237.CDF
cdf-fecal
FB0253
FB025301.CDF
cdf-fecal
FB0253
FB025302.CDF
cdf-fecal
FB0253
FB025303.CDF
cdf-fecal
FB0253
FB025304.CDF
cdf-fecal
FB0253
FB025305.CDF
cdf-fecal
FB0253
FB025306.CDF
cdf-fecal
FB0253
FB025307.CDF
cdf-fecal
FB0253
FB025308.CDF
cdf-fecal
FB0253
FB025309.CDF
cdf-fecal
FB0253
FB025310.CDF
cdf-fecal
FB0253
FB025311.CDF
cdf-fecal
FB0253
FB025312.CDF
cdf-fecal
FB0253
FB025313.CDF
cdf-fecal
FB0253
FB025314.CDF
cdf-fecal
FB0253
FB025315.CDF
cdf-fecal
FB0253
FB025316.CDF
cdf-fecal
FB0253
FB025317.CDF
cdf-fecal
FB0253
FB025318.CDF
cdf-fecal
FB0253
FB025319.CDF
cdf-fecal
FB0253
FB025320.CDF
cdf-fecal
FB0253
FB025321.CDF
cdf-fecal
FB0253
FB025322.CDF
cdf-fecal
FB0253
FB025323.CDF
cdf-fecal
FB0253
FB025324.CDF
cdf-fecal
FB0253
FB025325.CDF
cdf-fecal
FB0253
FB025326.CDF
cdf-fecal
FB0253
FB025327.CDF
cdf-fecal
FB0253
FB025328.CDF
cdf-fecal
FB0253
FB025329.CDF
cdf-fecal
FB0253
FB025330.CDF
cdf-fecal
FB0253
FB025331.CDF
cdf-fecal
FB0253
FB025332.CDF
cdf-fecal
FB0253
FB025333.CDF
cdf-fecal
FB0253
FB025334.CDF
cdf-fecal
FB0253
FB025335.CDF
cdf-fecal
FB0253
FB025336.CDF
cdf-fecal
FB0253
FB025337.CDF
cdf-fecal
FB0254
FB025401.CDF
cdf-fecal
FB0254
FB025402.CDF
cdf-fecal
FB0254
FB025403.CDF
cdf-fecal
FB0254
FB025404.CDF
cdf-fecal
FB0254
FB025405.CDF
cdf-fecal
FB0254
FB025406.CDF
cdf-fecal
FB0254
FB025407.CDF
cdf-fecal
FB0254
FB025408.CDF
cdf-fecal
FB0254
FB025409.CDF
cdf-fecal
FB0254
FB025410.CDF
cdf-fecal
FB0254
FB025411.CDF
cdf-fecal
FB0254
FB025412.CDF
cdf-fecal
FB0254
FB025413.CDF
cdf-fecal
FB0254
FB025414.CDF
cdf-fecal
FB0254
FB025415.CDF
cdf-fecal
FB0254
FB025416.CDF
cdf-fecal
FB0254
FB025417.CDF
cdf-fecal
FB0254
FB025418.CDF
cdf-fecal
FB0254
FB025419.CDF
cdf-fecal
FB0254
FB025420.CDF
cdf-fecal
FB0254
FB025421.CDF
cdf-fecal
FB0254
FB025422.CDF
cdf-fecal
FB0254
FB025423.CDF
cdf-fecal
FB0254
FB025424.CDF
cdf-fecal
FB0254
FB025425.CDF
cdf-fecal
FB0254
FB025426.CDF
cdf-fecal
FB0254
FB025427.CDF
cdf-fecal
FB0254
FB025428.CDF
cdf-fecal
FB0254
FB025429.CDF
cdf-fecal
FB0254
FB025430.CDF
cdf-fecal
FB0254
FB025431.CDF
cdf-fecal
FB0254
FB025432.CDF
cdf-fecal
FB0254
FB025433.CDF
cdf-fecal
FB0254
FB025434.CDF
cdf-fecal
FB0254
FB025435.CDF
cdf-fecal
FB0254
FB025436.CDF
cdf-fecal
FB0254
FB025437.CDF
cdf-fecal
FB0255
FB025501.CDF
cdf-fecal
FB0255
FB025502.CDF
cdf-fecal
FB0255
FB025503.CDF
cdf-fecal
FB0255
FB025504.CDF
cdf-fecal
FB0255
FB025505.CDF
cdf-fecal
FB0255
FB025506.CDF
cdf-fecal
FB0255
FB025507.CDF
cdf-fecal
FB0255
FB025508.CDF
cdf-fecal
FB0255
FB025509.CDF
cdf-fecal
FB0255
FB025510.CDF
cdf-fecal
FB0255
FB025511.CDF
cdf-fecal
FB0255
FB025512.CDF
cdf-fecal
FB0255
FB025513.CDF
cdf-fecal
FB0255
FB025514.CDF
cdf-fecal
FB0255
FB025515.CDF
cdf-fecal
FB0255
FB025516.CDF
cdf-fecal
FB0255
FB025517.CDF
cdf-fecal
FB0255
FB025518.CDF
cdf-fecal
FB0255
FB025519.CDF
cdf-fecal
FB0255
FB025520.CDF
cdf-fecal
FB0255
FB025521.CDF
cdf-fecal
FB0255
FB025522.CDF
cdf-fecal
FB0255
FB025523.CDF
cdf-fecal
FB0255
FB025524.CDF
cdf-fecal
FB0255
FB025525.CDF
cdf-fecal
FB0255
FB025526.CDF
cdf-fecal
FB0255
FB025527.CDF
cdf-fecal
FB0255
FB025528.CDF
cdf-fecal
FB0255
FB025529.CDF
cdf-fecal
FB0255
FB025530.CDF
cdf-fecal
FB0255
FB025531.CDF
cdf-fecal
FB0255
FB025532.CDF
cdf-fecal
FB0255
FB025533.CDF
cdf-fecal
FB0255
FB025534.CDF
cdf-fecal
FB0255
FB025535.CDF
cdf-fecal
FB0255
FB025536.CDF
cdf-fecal
FB0255
FB025537.CDF
cdf-fecal
FB0256
FB025601.CDF
cdf-fecal
FB0256
FB025602.CDF
cdf-fecal
FB0256
FB025603.CDF
cdf-fecal
FB0256
FB025604.CDF
cdf-fecal
FB0256
FB025605.CDF
cdf-fecal
FB0256
FB025606.CDF
cdf-fecal
FB0256
FB025607.CDF
cdf-fecal
FB0256
FB025608.CDF
cdf-fecal
FB0256
FB025609.CDF
cdf-fecal
FB0256
FB025610.CDF
cdf-fecal
FB0256
FB025611.CDF
cdf-fecal
FB0256
FB025612.CDF
cdf-fecal
FB0256
FB025613.CDF
cdf-fecal
FB0256
FB025614.CDF
cdf-fecal
FB0256
FB025615.CDF
cdf-fecal
FB0256
FB025616.CDF
cdf-fecal
FB0256
FB025617.CDF
cdf-fecal
FB0256
FB025618.CDF
cdf-fecal
FB0256
FB025619.CDF
cdf-fecal
FB0256
FB025620.CDF
cdf-fecal
FB0256
FB025621.CDF
cdf-fecal
FB0256
FB025622.CDF
cdf-fecal
FB0256
FB025623.CDF
cdf-fecal
FB0256
FB025624.CDF
cdf-fecal
FB0256
FB025625.CDF
cdf-fecal
FB0256
FB025626.CDF
cdf-fecal
FB0256
FB025627.CDF
cdf-fecal
FB0256
FB025628.CDF
cdf-fecal
FB0256
FB025629.CDF
cdf-fecal
FB0256
FB025630.CDF
cdf-fecal
FB0256
FB025631.CDF
cdf-fecal
FB0256
FB025632.CDF
cdf-fecal
FB0256
FB025633.CDF
cdf-fecal
FB0256
FB025634.CDF
cdf-fecal
FB0256
FB025635.CDF
cdf-fecal
FB0256
FB025636.CDF
cdf-fecal
FB0256
FB025637.CDF
cdf-fecal
FB0257
FB025701.CDF
cdf-fecal
FB0257
FB025702.CDF
cdf-fecal
FB0257
FB025703.CDF
cdf-fecal
FB0257
FB025704.CDF
cdf-fecal
FB0257
FB025705.CDF
cdf-fecal
FB0257
FB025706.CDF
cdf-fecal
FB0257
FB025707.CDF
cdf-fecal
FB0257
FB025708.CDF
cdf-fecal
FB0257
FB025709.CDF
cdf-fecal
FB0257
FB025710.CDF
cdf-fecal
FB0257
FB025711.CDF
cdf-fecal
FB0257
FB025712.CDF
cdf-fecal
FB0257
FB025713.CDF
cdf-fecal
FB0257
FB025714.CDF
cdf-fecal
FB0257
FB025715.CDF
cdf-fecal
FB0257
FB025716.CDF
cdf-fecal
FB0257
FB025717.CDF
cdf-fecal
FB0257
FB025718.CDF
cdf-fecal
FB0257
FB025719.CDF
cdf-fecal
FB0257
FB025720.CDF
cdf-fecal
FB0257
FB025721.CDF
cdf-fecal
FB0257
FB025722.CDF
cdf-fecal
FB0257
FB025723.CDF
cdf-fecal
FB0257
FB025724.CDF
cdf-fecal
FB0257
FB025725.CDF
cdf-fecal
FB0257
FB025726.CDF
cdf-fecal
FB0257
FB025727.CDF
cdf-fecal
FB0257
FB025728.CDF
cdf-fecal
FB0257
FB025729.CDF
cdf-fecal
FB0257
FB025730.CDF
cdf-fecal
FB0257
FB025731.CDF
cdf-fecal
FB0257
FB025732.CDF
cdf-fecal
FB0257
FB025733.CDF
cdf-fecal
FB0257
FB025734.CDF
cdf-fecal
FB0257
FB025735.CDF
cdf-fecal
FB0257
FB025736.CDF
cdf-fecal
FB0257
FB025737.CDF
cdf-fecal
FB0258
FB025801.CDF
cdf-fecal
FB0258
FB025802.CDF
cdf-fecal
FB0258
FB025803.CDF
cdf-fecal
FB0258
FB025804.CDF
cdf-fecal
FB0258
FB025805.CDF
cdf-fecal
FB0258
FB025806.CDF
cdf-fecal
FB0258
FB025807.CDF
cdf-fecal
FB0258
FB025808.CDF
cdf-fecal
FB0258
FB025809.CDF
cdf-fecal
FB0258
FB025810.CDF
cdf-fecal
FB0258
FB025811.CDF
cdf-fecal
FB0258
FB025812.CDF
cdf-fecal
FB0258
FB025813.CDF
cdf-fecal
FB0258
FB025814.CDF
cdf-fecal
FB0258
FB025815.CDF
cdf-fecal
FB0258
FB025816.CDF
cdf-fecal
FB0258
FB025817.CDF
cdf-fecal
FB0258
FB025818.CDF
cdf-fecal
FB0258
FB025819.CDF
cdf-fecal
FB0258
FB025820.CDF
cdf-fecal
FB0258
FB025821.CDF
cdf-fecal
FB0258
FB025822.CDF
cdf-fecal
FB0258
FB025823.CDF
cdf-fecal
FB0258
FB025824.CDF
cdf-fecal
FB0258
FB025825.CDF
cdf-fecal
FB0258
FB025826.CDF
cdf-fecal
FB0258
FB025827.CDF
cdf-fecal
FB0258
FB025828.CDF
cdf-fecal
FB0258
FB025829.CDF
cdf-fecal
FB0258
FB025830.CDF
cdf-fecal
FB0258
FB025831.CDF
cdf-fecal
FB0258
FB025832.CDF
cdf-fecal
FB0258
FB025833.CDF
cdf-fecal
FB0258
FB025834.CDF
cdf-fecal
FB0258
FB025835.CDF
cdf-fecal
FB0258
FB025836.CDF
cdf-fecal
FB0258
FB025837.CDF
cdf-fecal
FB0259
FB025901.CDF
cdf-fecal
FB0259
FB025902.CDF
cdf-fecal
FB0259
FB025903.CDF
cdf-fecal
FB0259
FB025904.CDF
cdf-fecal
FB0259
FB025905.CDF
cdf-fecal
FB0259
FB025906.CDF
cdf-fecal
FB0259
FB025907.CDF
cdf-fecal
FB0259
FB025908.CDF
cdf-fecal
FB0259
FB025909.CDF
cdf-fecal
FB0259
FB025910.CDF
cdf-fecal
FB0259
FB025911.CDF
cdf-fecal
FB0259
FB025912.CDF
cdf-fecal
FB0259
FB025913.CDF
cdf-fecal
FB0259
FB025914.CDF
cdf-fecal
FB0259
FB025915.CDF
cdf-fecal
FB0259
FB025916.CDF
cdf-fecal
FB0259
FB025917.CDF
cdf-fecal
FB0259
FB025918.CDF
cdf-fecal
FB0259
FB025919.CDF
cdf-fecal
FB0259
FB025920.CDF
cdf-fecal
FB0259
FB025921.CDF
cdf-fecal
FB0259
FB025922.CDF
cdf-fecal
FB0259
FB025923.CDF
cdf-fecal
FB0259
FB025924.CDF
cdf-fecal
FB0259
FB025925.CDF
cdf-fecal
FB0259
FB025926.CDF
cdf-fecal
FB0259
FB025927.CDF
cdf-fecal
FB0259
FB025928.CDF
cdf-fecal
FB0259
FB025929.CDF
cdf-fecal
FB0259
FB025930.CDF
cdf-fecal
FB0259
FB025931.CDF
cdf-fecal
FB0259
FB025932.CDF
cdf-fecal
FB0259
FB025933.CDF
cdf-fecal
FB0259
FB025934.CDF
cdf-fecal
FB0259
FB025935.CDF
cdf-fecal
FB0259
FB025936.CDF
cdf-fecal
FB0259
FB025937.CDF
cdf-fecal
FB0260
FB026001.CDF
cdf-fecal
FB0260
FB026002.CDF
cdf-fecal
FB0260
FB026003.CDF
cdf-fecal
FB0260
FB026004.CDF
cdf-fecal
FB0260
FB026005.CDF
cdf-fecal
FB0260
FB026006.CDF
cdf-fecal
FB0260
FB026007.CDF
cdf-fecal
FB0260
FB026008.CDF
cdf-fecal
FB0260
FB026009.CDF
cdf-fecal
FB0260
FB026010.CDF
cdf-fecal
FB0260
FB026011.CDF
cdf-fecal
FB0260
FB026012.CDF
cdf-fecal
FB0260
FB026013.CDF
cdf-fecal
FB0260
FB026014.CDF
cdf-fecal
FB0260
FB026015.CDF
cdf-fecal
FB0260
FB026016.CDF
cdf-fecal
FB0260
FB026017.CDF
cdf-fecal
FB0260
FB026018.CDF
cdf-fecal
FB0260
FB026019.CDF
cdf-fecal
FB0260
FB026020.CDF
cdf-fecal
FB0260
FB026021.CDF
cdf-fecal
FB0260
FB026022.CDF
cdf-fecal
FB0260
FB026023.CDF
cdf-fecal
FB0260
FB026024.CDF
cdf-fecal
FB0260
FB026025.CDF
cdf-fecal
FB0260
FB026026.CDF
cdf-fecal
FB0260
FB026027.CDF
cdf-fecal
FB0260
FB026028.CDF
cdf-fecal
FB0260
FB026029.CDF
cdf-fecal
FB0260
FB026030.CDF
cdf-fecal
FB0260
FB026031.CDF
cdf-fecal
FB0260
FB026032.CDF
cdf-fecal
FB0260
FB026033.CDF
cdf-fecal
FB0260
FB026034.CDF
cdf-fecal
FB0260
FB026035.CDF
cdf-fecal
FB0260
FB026036.CDF
cdf-fecal
FB0260
FB026037.CDF
cdf-fecal
FB0261
FB026101.CDF
cdf-fecal
FB0261
FB026102.CDF
cdf-fecal
FB0261
FB026103.CDF
cdf-fecal
FB0261
FB026104.CDF
cdf-fecal
FB0261
FB026105.CDF
cdf-fecal
FB0261
FB026106.CDF
cdf-fecal
FB0261
FB026107.CDF
cdf-fecal
FB0261
FB026108.CDF
cdf-fecal
FB0261
FB026109.CDF
cdf-fecal
FB0261
FB026110.CDF
cdf-fecal
FB0261
FB026111.CDF
cdf-fecal
FB0261
FB026112.CDF
cdf-fecal
FB0261
FB026113.CDF
cdf-fecal
FB0261
FB026114.CDF
cdf-fecal
FB0261
FB026115.CDF
cdf-fecal
FB0261
FB026116.CDF
cdf-fecal
FB0261
FB026117.CDF
cdf-fecal
FB0261
FB026118.CDF
cdf-fecal
FB0261
FB026119.CDF
cdf-fecal
FB0261
FB026120.CDF
cdf-fecal
FB0261
FB026121.CDF
cdf-fecal
FB0261
FB026122.CDF
cdf-fecal
FB0261
FB026123.CDF
cdf-fecal
FB0261
FB026124.CDF
cdf-fecal
FB0261
FB026125.CDF
cdf-fecal
FB0261
FB026126.CDF
cdf-fecal
FB0261
FB026127.CDF
cdf-fecal
FB0261
FB026128.CDF
cdf-fecal
FB0261
FB026129.CDF
cdf-fecal
FB0261
FB026130.CDF
cdf-fecal
FB0261
FB026131.CDF
cdf-fecal
FB0261
FB026132.CDF
cdf-fecal
FB0261
FB026133.CDF
cdf-fecal
FB0261
FB026134.CDF
cdf-fecal
FB0261
FB026135.CDF
cdf-fecal
FB0261
FB026136.CDF
cdf-fecal
FB0261
FB026137.CDF
cdf-fecal
FB0262
FB026201.CDF
cdf-fecal
FB0262
FB026202.CDF
cdf-fecal
FB0262
FB026203.CDF
cdf-fecal
FB0262
FB026204.CDF
cdf-fecal
FB0262
FB026205.CDF
cdf-fecal
FB0262
FB026206.CDF
cdf-fecal
FB0262
FB026207.CDF
cdf-fecal
FB0262
FB026208.CDF
cdf-fecal
FB0262
FB026209.CDF
cdf-fecal
FB0262
FB026210.CDF
cdf-fecal
FB0262
FB026211.CDF
cdf-fecal
FB0262
FB026212.CDF
cdf-fecal
FB0262
FB026213.CDF
cdf-fecal
FB0262
FB026214.CDF
cdf-fecal
FB0262
FB026215.CDF
cdf-fecal
FB0262
FB026216.CDF
cdf-fecal
FB0262
FB026217.CDF
cdf-fecal
FB0262
FB026218.CDF
cdf-fecal
FB0262
FB026219.CDF
cdf-fecal
FB0262
FB026220.CDF
cdf-fecal
FB0262
FB026221.CDF
cdf-fecal
FB0262
FB026222.CDF
cdf-fecal
FB0262
FB026223.CDF
cdf-fecal
FB0262
FB026224.CDF
cdf-fecal
FB0262
FB026225.CDF
cdf-fecal
FB0262
FB026226.CDF
cdf-fecal
FB0262
FB026227.CDF
cdf-fecal
FB0262
FB026228.CDF
cdf-fecal
FB0262
FB026229.CDF
cdf-fecal
FB0262
FB026230.CDF
cdf-fecal
FB0262
FB026231.CDF
cdf-fecal
FB0262
FB026232.CDF
cdf-fecal
FB0262
FB026233.CDF
cdf-fecal
FB0262
FB026234.CDF
cdf-fecal
FB0262
FB026235.CDF
cdf-fecal
FB0262
FB026236.CDF
cdf-fecal
FB0262
FB026237.CDF
cdf-fecal
FB0263
FB026301.CDF
cdf-fecal
FB0263
FB026302.CDF
cdf-fecal
FB0263
FB026303.CDF
cdf-fecal
FB0263
FB026304.CDF
cdf-fecal
FB0263
FB026305.CDF
cdf-fecal
FB0263
FB026306.CDF
cdf-fecal
FB0263
FB026307.CDF
cdf-fecal
FB0263
FB026308.CDF
cdf-fecal
FB0263
FB026309.CDF
cdf-fecal
FB0263
FB026310.CDF
cdf-fecal
FB0263
FB026311.CDF
cdf-fecal
FB0263
FB026312.CDF
cdf-fecal
FB0263
FB026313.CDF
cdf-fecal
FB0263
FB026314.CDF
cdf-fecal
FB0263
FB026315.CDF
cdf-fecal
FB0263
FB026316.CDF
cdf-fecal
FB0263
FB026317.CDF
cdf-fecal
FB0263
FB026318.CDF
cdf-fecal
FB0263
FB026319.CDF
cdf-fecal
FB0263
FB026320.CDF
cdf-fecal
FB0263
FB026321.CDF
cdf-fecal
FB0263
FB026322.CDF
cdf-fecal
FB0263
FB026323.CDF
cdf-fecal
FB0263
FB026324.CDF
cdf-fecal
FB0263
FB026325.CDF
cdf-fecal
FB0263
FB026326.CDF
cdf-fecal
FB0263
FB026327.CDF
cdf-fecal
FB0263
FB026328.CDF
cdf-fecal
FB0263
FB026329.CDF
cdf-fecal
FB0263
FB026330.CDF
cdf-fecal
FB0263
FB026331.CDF
cdf-fecal
FB0263
FB026332.CDF
cdf-fecal
FB0263
FB026333.CDF
cdf-fecal
FB0263
FB026334.CDF
cdf-fecal
FB0263
FB026335.CDF
cdf-fecal
FB0263
FB026336.CDF
cdf-fecal
FB0263
FB026337.CDF
cdf-fecal
FB0264
FB026401.CDF
cdf-fecal
FB0264
FB026402.CDF
cdf-fecal
FB0264
FB026403.CDF
cdf-fecal
FB0264
FB026404.CDF
cdf-fecal
FB0264
FB026405.CDF
cdf-fecal
FB0264
FB026406.CDF
cdf-fecal
FB0264
FB026407.CDF
cdf-fecal
FB0264
FB026408.CDF
cdf-fecal
FB0264
FB026409.CDF
cdf-fecal
FB0264
FB026410.CDF
cdf-fecal
FB0264
FB026411.CDF
cdf-fecal
FB0264
FB026412.CDF
cdf-fecal
FB0264
FB026413.CDF
cdf-fecal
FB0264
FB026414.CDF
cdf-fecal
FB0264
FB026415.CDF
cdf-fecal
FB0264
FB026416.CDF
cdf-fecal
FB0264
FB026417.CDF
cdf-fecal
FB0264
FB026418.CDF
cdf-fecal
FB0264
FB026419.CDF
cdf-fecal
FB0264
FB026420.CDF
cdf-fecal
FB0264
FB026421.CDF
cdf-fecal
FB0264
FB026422.CDF
cdf-fecal
FB0264
FB026423.CDF
cdf-fecal
FB0264
FB026424.CDF
cdf-fecal
FB0264
FB026425.CDF
cdf-fecal
FB0264
FB026426.CDF
cdf-fecal
FB0264
FB026427.CDF
cdf-fecal
FB0264
FB026428.CDF
cdf-fecal
FB0264
FB026429.CDF
cdf-fecal
FB0264
FB026430.CDF
cdf-fecal
FB0264
FB026431.CDF
cdf-fecal
FB0264
FB026432.CDF
cdf-fecal
FB0264
FB026433.CDF
cdf-fecal
FB0264
FB026434.CDF
cdf-fecal
FB0264
FB026435.CDF
cdf-fecal
FB0264
FB026436.CDF
cdf-fecal
FB0264
FB026437.CDF
cdf-fecal
FB0265
FB026501.CDF
cdf-fecal
FB0265
FB026502.CDF
cdf-fecal
FB0265
FB026503.CDF
cdf-fecal
FB0265
FB026504.CDF
cdf-fecal
FB0265
FB026505.CDF
cdf-fecal
FB0265
FB026506.CDF
cdf-fecal
FB0265
FB026507.CDF
cdf-fecal
FB0265
FB026508.CDF
cdf-fecal
FB0265
FB026509.CDF
cdf-fecal
FB0265
FB026510.CDF
cdf-fecal
FB0265
FB026511.CDF
cdf-fecal
FB0265
FB026512.CDF
cdf-fecal
FB0265
FB026513.CDF
cdf-fecal
FB0265
FB026514.CDF
cdf-fecal
FB0265
FB026515.CDF
cdf-fecal
FB0265
FB026516.CDF
cdf-fecal
FB0265
FB026517.CDF
cdf-fecal
FB0265
FB026518.CDF
cdf-fecal
FB0265
FB026519.CDF
cdf-fecal
FB0265
FB026520.CDF
cdf-fecal
FB0265
FB026521.CDF
cdf-fecal
FB0265
FB026522.CDF
cdf-fecal
FB0265
FB026523.CDF
cdf-fecal
FB0265
FB026524.CDF
cdf-fecal
FB0265
FB026525.CDF
cdf-fecal
FB0265
FB026526.CDF
cdf-fecal
FB0265
FB026527.CDF
cdf-fecal
FB0265
FB026528.CDF
cdf-fecal
FB0265
FB026529.CDF
cdf-fecal
FB0265
FB026530.CDF
cdf-fecal
FB0265
FB026531.CDF
cdf-fecal
FB0265
FB026532.CDF
cdf-fecal
FB0265
FB026533.CDF
cdf-fecal
FB0265
FB026534.CDF
cdf-fecal
FB0265
FB026535.CDF
cdf-fecal
FB0265
FB026536.CDF
cdf-fecal
FB0265
FB026537.CDF
cdf-fecal
FB0266
FB026601.CDF
cdf-fecal
FB0266
FB026602.CDF
cdf-fecal
FB0266
FB026603.CDF
cdf-fecal
FB0266
FB026604.CDF
cdf-fecal
FB0266
FB026605.CDF
cdf-fecal
FB0266
FB026606.CDF
cdf-fecal
FB0266
FB026607.CDF
cdf-fecal
FB0266
FB026608.CDF
cdf-fecal
FB0266
FB026609.CDF
cdf-fecal
FB0266
FB026610.CDF
cdf-fecal
FB0266
FB026611.CDF
cdf-fecal
FB0266
FB026612.CDF
cdf-fecal
FB0266
FB026613.CDF
cdf-fecal
FB0266
FB026614.CDF
cdf-fecal
FB0266
FB026615.CDF
cdf-fecal
FB0266
FB026616.CDF
cdf-fecal
FB0266
FB026617.CDF
cdf-fecal
FB0266
FB026618.CDF
cdf-fecal
FB0266
FB026619.CDF
cdf-fecal
FB0266
FB026620.CDF
cdf-fecal
FB0266
FB026621.CDF
cdf-fecal
FB0266
FB026622.CDF
cdf-fecal
FB0266
FB026623.CDF
cdf-fecal
FB0266
FB026624.CDF
cdf-fecal
FB0266
FB026625.CDF
cdf-fecal
FB0266
FB026626.CDF
cdf-fecal
FB0266
FB026627.CDF
cdf-fecal
FB0266
FB026628.CDF
cdf-fecal
FB0266
FB026629.CDF
cdf-fecal
FB0266
FB026630.CDF
cdf-fecal
FB0266
FB026631.CDF
cdf-fecal
FB0266
FB026632.CDF
cdf-fecal
FB0266
FB026633.CDF
cdf-fecal
FB0266
FB026634.CDF
cdf-fecal
FB0266
FB026635.CDF
cdf-fecal
FB0266
FB026636.CDF
cdf-fecal
FB0266
FB026637.CDF
cdf-fecal
FB0267
FB026701.CDF
cdf-fecal
FB0267
FB026702.CDF
cdf-fecal
FB0267
FB026703.CDF
cdf-fecal
FB0267
FB026704.CDF
cdf-fecal
FB0267
FB026705.CDF
cdf-fecal
FB0267
FB026706.CDF
cdf-fecal
FB0267
FB026707.CDF
cdf-fecal
FB0267
FB026708.CDF
cdf-fecal
FB0267
FB026709.CDF
cdf-fecal
FB0267
FB026710.CDF
cdf-fecal
FB0267
FB026711.CDF
cdf-fecal
FB0267
FB026712.CDF
cdf-fecal
FB0267
FB026713.CDF
cdf-fecal
FB0267
FB026714.CDF
cdf-fecal
FB0267
FB026715.CDF
cdf-fecal
FB0267
FB026716.CDF
cdf-fecal
FB0267
FB026717.CDF
cdf-fecal
FB0267
FB026718.CDF
cdf-fecal
FB0267
FB026719.CDF
cdf-fecal
FB0267
FB026720.CDF
cdf-fecal
FB0267
FB026721.CDF
cdf-fecal
FB0267
FB026722.CDF
cdf-fecal
FB0267
FB026723.CDF
cdf-fecal
FB0267
FB026724.CDF
cdf-fecal
FB0267
FB026725.CDF
cdf-fecal
FB0267
FB026726.CDF
cdf-fecal
FB0267
FB026727.CDF
cdf-fecal
FB0267
FB026728.CDF
cdf-fecal
FB0267
FB026729.CDF
cdf-fecal
FB0267
FB026730.CDF
cdf-fecal
FB0267
FB026731.CDF
cdf-fecal
FB0267
FB026732.CDF
cdf-fecal
FB0267
FB026733.CDF
cdf-fecal
FB0267
FB026734.CDF
cdf-fecal
FB0267
FB026735.CDF
cdf-fecal
FB0267
FB026736.CDF
cdf-fecal
FB0267
FB026737.CDF
cdf-fecal
FB0268
FB026801.CDF
cdf-fecal
FB0268
FB026802.CDF
cdf-fecal
FB0268
FB026803.CDF
cdf-fecal
FB0268
FB026804.CDF
cdf-fecal
FB0268
FB026805.CDF
cdf-fecal
FB0268
FB026806.CDF
cdf-fecal
FB0268
FB026807.CDF
cdf-fecal
FB0268
FB026808.CDF
cdf-fecal
FB0268
FB026809.CDF
cdf-fecal
FB0268
FB026810.CDF
cdf-fecal
FB0268
FB026811.CDF
cdf-fecal
FB0268
FB026812.CDF
cdf-fecal
FB0268
FB026813.CDF
cdf-fecal
FB0268
FB026814.CDF
cdf-fecal
FB0268
FB026815.CDF
cdf-fecal
FB0268
FB026816.CDF
cdf-fecal
FB0268
FB026817.CDF
cdf-fecal
FB0268
FB026818.CDF
cdf-fecal
FB0268
FB026819.CDF
cdf-fecal
FB0268
FB026820.CDF
cdf-fecal
FB0268
FB026821.CDF
cdf-fecal
FB0268
FB026822.CDF
cdf-fecal
FB0268
FB026823.CDF
cdf-fecal
FB0268
FB026824.CDF
cdf-fecal
FB0268
FB026825.CDF
cdf-fecal
FB0268
FB026826.CDF
cdf-fecal
FB0268
FB026827.CDF
cdf-fecal
FB0268
FB026828.CDF
cdf-fecal
FB0268
FB026829.CDF
cdf-fecal
FB0268
FB026830.CDF
cdf-fecal
FB0268
FB026831.CDF
cdf-fecal
FB0268
FB026832.CDF
cdf-fecal
FB0268
FB026833.CDF
cdf-fecal
FB0268
FB026834.CDF
cdf-fecal
FB0268
FB026835.CDF
cdf-fecal
FB0268
FB026836.CDF
cdf-fecal
FB0268
FB026837.CDF
cdf-fecal
FB0269
FB026901.CDF
cdf-fecal
FB0269
FB026902.CDF
cdf-fecal
FB0269
FB026903.CDF
cdf-fecal
FB0269
FB026904.CDF
cdf-fecal
FB0269
FB026905.CDF
cdf-fecal
FB0269
FB026906.CDF
cdf-fecal
FB0269
FB026907.CDF
cdf-fecal
FB0269
FB026908.CDF
cdf-fecal
FB0269
FB026909.CDF
cdf-fecal
FB0269
FB026910.CDF
cdf-fecal
FB0269
FB026911.CDF
cdf-fecal
FB0269
FB026912.CDF
cdf-fecal
FB0269
FB026913.CDF
cdf-fecal
FB0269
FB026914.CDF
cdf-fecal
FB0269
FB026915.CDF
cdf-fecal
FB0269
FB026916.CDF
cdf-fecal
FB0269
FB026917.CDF
cdf-fecal
FB0269
FB026918.CDF
cdf-fecal
FB0269
FB026919.CDF
cdf-fecal
FB0269
FB026920.CDF
cdf-fecal
FB0269
FB026921.CDF
cdf-fecal
FB0269
FB026922.CDF
cdf-fecal
FB0269
FB026923.CDF
cdf-fecal
FB0269
FB026924.CDF
cdf-fecal
FB0269
FB026925.CDF
cdf-fecal
FB0269
FB026926.CDF
cdf-fecal
FB0269
FB026927.CDF
cdf-fecal
FB0269
FB026928.CDF
cdf-fecal
FB0269
FB026929.CDF
cdf-fecal
FB0269
FB026930.CDF
cdf-fecal
FB0269
FB026931.CDF
cdf-fecal
FB0269
FB026932.CDF
cdf-fecal
FB0269
FB026933.CDF
cdf-fecal
FB0269
FB026934.CDF
cdf-fecal
FB0269
FB026935.CDF
cdf-fecal
FB0269
FB026936.CDF
cdf-fecal
FB0269
FB026937.CDF
cdf-fecal
FB0270
FB027001.CDF
cdf-fecal
FB0270
FB027002.CDF
cdf-fecal
FB0270
FB027003.CDF
cdf-fecal
FB0270
FB027004.CDF
cdf-fecal
FB0270
FB027005.CDF
cdf-fecal
FB0270
FB027006.CDF
cdf-fecal
FB0270
FB027007.CDF
cdf-fecal
FB0270
FB027008.CDF
cdf-fecal
FB0270
FB027009.CDF
cdf-fecal
FB0270
FB027010.CDF
cdf-fecal
FB0270
FB027011.CDF
cdf-fecal
FB0270
FB027012.CDF
cdf-fecal
FB0270
FB027013.CDF
cdf-fecal
FB0270
FB027014.CDF
cdf-fecal
FB0270
FB027015.CDF
cdf-fecal
FB0270
FB027016.CDF
cdf-fecal
FB0270
FB027017.CDF
cdf-fecal
FB0270
FB027018.CDF
cdf-fecal
FB0270
FB027019.CDF
cdf-fecal
FB0270
FB027020.CDF
cdf-fecal
FB0270
FB027021.CDF
cdf-fecal
FB0270
FB027022.CDF
cdf-fecal
FB0270
FB027023.CDF
cdf-fecal
FB0270
FB027024.CDF
cdf-fecal
FB0270
FB027025.CDF
cdf-fecal
FB0270
FB027026.CDF
cdf-fecal
FB0270
FB027027.CDF
cdf-fecal
FB0270
FB027028.CDF
cdf-fecal
FB0270
FB027029.CDF
cdf-fecal
FB0270
FB027030.CDF
cdf-fecal
FB0270
FB027031.CDF
cdf-fecal
FB0270
FB027032.CDF
cdf-fecal
FB0270
FB027033.CDF
cdf-fecal
FB0270
FB027034.CDF
cdf-fecal
FB0270
FB027035.CDF
cdf-fecal
FB0270
FB027036.CDF
cdf-fecal
FB0270
FB027037.CDF
cdf-fecal
FB0271
FB027101.CDF
cdf-fecal
FB0271
FB027102.CDF
cdf-fecal
FB0271
FB027103.CDF
cdf-fecal
FB0271
FB027104.CDF
cdf-fecal
FB0271
FB027105.CDF
cdf-fecal
FB0271
FB027106.CDF
cdf-fecal
FB0271
FB027107.CDF
cdf-fecal
FB0271
FB027108.CDF
cdf-fecal
FB0271
FB027109.CDF
cdf-fecal
FB0271
FB027110.CDF
cdf-fecal
FB0271
FB027111.CDF
cdf-fecal
FB0271
FB027112.CDF
cdf-fecal
FB0271
FB027113.CDF
cdf-fecal
FB0271
FB027114.CDF
cdf-fecal
FB0271
FB027115.CDF
cdf-fecal
FB0271
FB027116.CDF
cdf-fecal
FB0271
FB027117.CDF
cdf-fecal
FB0271
FB027118.CDF
cdf-fecal
FB0271
FB027119.CDF
cdf-fecal
FB0271
FB027120.CDF
cdf-fecal
FB0271
FB027121.CDF
cdf-fecal
FB0271
FB027122.CDF
cdf-fecal
FB0271
FB027123.CDF
cdf-fecal
FB0271
FB027124.CDF
cdf-fecal
FB0271
FB027125.CDF
cdf-fecal
FB0271
FB027126.CDF
cdf-fecal
FB0271
FB027127.CDF
cdf-fecal
FB0271
FB027128.CDF
cdf-fecal
FB0271
FB027129.CDF
cdf-fecal
FB0271
FB027130.CDF
cdf-fecal
FB0271
FB027131.CDF
cdf-fecal
FB0271
FB027132.CDF
cdf-fecal
FB0271
FB027133.CDF
cdf-fecal
FB0271
FB027134.CDF
cdf-fecal
FB0271
FB027135.CDF
cdf-fecal
FB0271
FB027136.CDF
cdf-fecal
FB0271
FB027137.CDF
cdf-fecal
FB0272
FB027201.CDF
cdf-fecal
FB0272
FB027202.CDF
cdf-fecal
FB0272
FB027203.CDF
cdf-fecal
FB0272
FB027204.CDF
cdf-fecal
FB0272
FB027205.CDF
cdf-fecal
FB0272
FB027206.CDF
cdf-fecal
FB0272
FB027207.CDF
cdf-fecal
FB0272
FB027208.CDF
cdf-fecal
FB0272
FB027209.CDF
cdf-fecal
FB0272
FB027210.CDF
cdf-fecal
FB0272
FB027211.CDF
cdf-fecal
FB0272
FB027212.CDF
cdf-fecal
FB0272
FB027213.CDF
cdf-fecal
FB0272
FB027214.CDF
cdf-fecal
FB0272
FB027215.CDF
cdf-fecal
FB0272
FB027216.CDF
cdf-fecal
FB0272
FB027217.CDF
cdf-fecal
FB0272
FB027218.CDF
cdf-fecal
FB0272
FB027219.CDF
cdf-fecal
FB0272
FB027220.CDF
cdf-fecal
FB0272
FB027221.CDF
cdf-fecal
FB0272
FB027222.CDF
cdf-fecal
FB0272
FB027223.CDF
cdf-fecal
FB0272
FB027224.CDF
cdf-fecal
FB0272
FB027225.CDF
cdf-fecal
FB0272
FB027226.CDF
cdf-fecal
FB0272
FB027227.CDF
cdf-fecal
FB0272
FB027228.CDF
cdf-fecal
FB0272
FB027229.CDF
cdf-fecal
FB0272
FB027230.CDF
cdf-fecal
FB0272
FB027231.CDF
cdf-fecal
FB0272
FB027232.CDF
cdf-fecal
FB0272
FB027233.CDF
cdf-fecal
FB0272
FB027234.CDF
cdf-fecal
FB0272
FB027235.CDF
cdf-fecal
FB0272
FB027236.CDF
cdf-fecal
FB0272
FB027237.CDF
cdf-fecal
FB0273
FB027301.CDF
cdf-fecal
FB0273
FB027302.CDF
cdf-fecal
FB0273
FB027303.CDF
cdf-fecal
FB0273
FB027304.CDF
cdf-fecal
FB0273
FB027305.CDF
cdf-fecal
FB0273
FB027306.CDF
cdf-fecal
FB0273
FB027307.CDF
cdf-fecal
FB0273
FB027308.CDF
cdf-fecal
FB0273
FB027309.CDF
cdf-fecal
FB0273
FB027310.CDF
cdf-fecal
FB0273
FB027311.CDF
cdf-fecal
FB0273
FB027312.CDF
cdf-fecal
FB0273
FB027313.CDF
cdf-fecal
FB0273
FB027314.CDF
cdf-fecal
FB0273
FB027315.CDF
cdf-fecal
FB0273
FB027316.CDF
cdf-fecal
FB0273
FB027317.CDF
cdf-fecal
FB0273
FB027318.CDF
cdf-fecal
FB0273
FB027319.CDF
cdf-fecal
FB0273
FB027320.CDF
cdf-fecal
FB0273
FB027321.CDF
cdf-fecal
FB0273
FB027322.CDF
cdf-fecal
FB0273
FB027323.CDF
cdf-fecal
FB0273
FB027324.CDF
cdf-fecal
FB0273
FB027325.CDF
cdf-fecal
FB0273
FB027326.CDF
cdf-fecal
FB0273
FB027327.CDF
cdf-fecal
FB0273
FB027328.CDF
cdf-fecal
FB0273
FB027329.CDF
cdf-fecal
FB0273
FB027330.CDF
cdf-fecal
FB0273
FB027331.CDF
cdf-fecal
FB0273
FB027332.CDF
cdf-fecal
FB0273
FB027333.CDF
cdf-fecal
FB0273
FB027334.CDF
cdf-fecal
FB0273
FB027335.CDF
cdf-fecal
FB0273
FB027336.CDF
cdf-fecal
FB0273
FB027337.CDF
cdf-fecal
FB0274
FB027401.CDF
cdf-fecal
FB0274
FB027402.CDF
cdf-fecal
FB0274
FB027403.CDF
cdf-fecal
FB0274
FB027404.CDF
cdf-fecal
FB0274
FB027405.CDF
cdf-fecal
FB0274
FB027406.CDF
cdf-fecal
FB0274
FB027407.CDF
cdf-fecal
FB0274
FB027408.CDF
cdf-fecal
FB0274
FB027409.CDF
cdf-fecal
FB0274
FB027410.CDF
cdf-fecal
FB0274
FB027411.CDF
cdf-fecal
FB0274
FB027412.CDF
cdf-fecal
FB0274
FB027413.CDF
cdf-fecal
FB0274
FB027414.CDF
cdf-fecal
FB0274
FB027415.CDF
cdf-fecal
FB0274
FB027416.CDF
cdf-fecal
FB0274
FB027417.CDF
cdf-fecal
FB0274
FB027418.CDF
cdf-fecal
FB0274
FB027419.CDF
cdf-fecal
FB0274
FB027420.CDF
cdf-fecal
FB0274
FB027421.CDF
cdf-fecal
FB0274
FB027422.CDF
cdf-fecal
FB0274
FB027423.CDF
cdf-fecal
FB0274
FB027424.CDF
cdf-fecal
FB0274
FB027425.CDF
cdf-fecal
FB0274
FB027426.CDF
cdf-fecal
FB0274
FB027427.CDF
cdf-fecal
FB0274
FB027428.CDF
cdf-fecal
FB0274
FB027429.CDF
cdf-fecal
FB0274
FB027430.CDF
cdf-fecal
FB0274
FB027431.CDF
cdf-fecal
FB0274
FB027432.CDF
cdf-fecal
FB0274
FB027433.CDF
cdf-fecal
FB0274
FB027434.CDF
cdf-fecal
FB0274
FB027435.CDF
cdf-fecal
FB0274
FB027436.CDF
cdf-fecal
FB0274
FB027437.CDF
cdf-fecal
FB0275
FB027501.CDF
cdf-fecal
FB0275
FB027502.CDF
cdf-fecal
FB0275
FB027503.CDF
cdf-fecal
FB0275
FB027504.CDF
cdf-fecal
FB0275
FB027505.CDF
cdf-fecal
FB0275
FB027506.CDF
cdf-fecal
FB0275
FB027507.CDF
cdf-fecal
FB0275
FB027508.CDF
cdf-fecal
FB0275
FB027509.CDF
cdf-fecal
FB0275
FB027510.CDF
cdf-fecal
FB0275
FB027511.CDF
cdf-fecal
FB0275
FB027512.CDF
cdf-fecal
FB0275
FB027513.CDF
cdf-fecal
FB0275
FB027514.CDF
cdf-fecal
FB0275
FB027515.CDF
cdf-fecal
FB0275
FB027516.CDF
cdf-fecal
FB0275
FB027517.CDF
cdf-fecal
FB0275
FB027518.CDF
cdf-fecal
FB0275
FB027519.CDF
cdf-fecal
FB0275
FB027520.CDF
cdf-fecal
FB0275
FB027521.CDF
cdf-fecal
FB0275
FB027522.CDF
cdf-fecal
FB0275
FB027523.CDF
cdf-fecal
FB0275
FB027524.CDF
cdf-fecal
FB0275
FB027525.CDF
cdf-fecal
FB0275
FB027526.CDF
cdf-fecal
FB0275
FB027527.CDF
cdf-fecal
FB0275
FB027528.CDF
cdf-fecal
FB0275
FB027529.CDF
cdf-fecal
FB0275
FB027530.CDF
cdf-fecal
FB0275
FB027531.CDF
cdf-fecal
FB0275
FB027532.CDF
cdf-fecal
FB0275
FB027533.CDF
cdf-fecal
FB0275
FB027534.CDF
cdf-fecal
FB0275
FB027535.CDF
cdf-fecal
FB0275
FB027536.CDF
cdf-fecal
FB0275
FB027537.CDF
cdf-fecal
FB0276
FB027601.CDF
cdf-fecal
FB0276
FB027602.CDF
cdf-fecal
FB0276
FB027603.CDF
cdf-fecal
FB0276
FB027604.CDF
cdf-fecal
FB0276
FB027605.CDF
cdf-fecal
FB0276
FB027606.CDF
cdf-fecal
FB0276
FB027607.CDF
cdf-fecal
FB0276
FB027608.CDF
cdf-fecal
FB0276
FB027609.CDF
cdf-fecal
FB0276
FB027610.CDF
cdf-fecal
FB0276
FB027611.CDF
cdf-fecal
FB0276
FB027612.CDF
cdf-fecal
FB0276
FB027613.CDF
cdf-fecal
FB0276
FB027614.CDF
cdf-fecal
FB0276
FB027615.CDF
cdf-fecal
FB0276
FB027616.CDF
cdf-fecal
FB0276
FB027617.CDF
cdf-fecal
FB0276
FB027618.CDF
cdf-fecal
FB0276
FB027619.CDF
cdf-fecal
FB0276
FB027620.CDF
cdf-fecal
FB0276
FB027621.CDF
cdf-fecal
FB0276
FB027622.CDF
cdf-fecal
FB0276
FB027623.CDF
cdf-fecal
FB0276
FB027624.CDF
cdf-fecal
FB0276
FB027625.CDF
cdf-fecal
FB0276
FB027626.CDF
cdf-fecal
FB0276
FB027627.CDF
cdf-fecal
FB0276
FB027628.CDF
cdf-fecal
FB0276
FB027629.CDF
cdf-fecal
FB0276
FB027630.CDF
cdf-fecal
FB0276
FB027631.CDF
cdf-fecal
FB0276
FB027632.CDF
cdf-fecal
FB0276
FB027633.CDF
cdf-fecal
FB0276
FB027634.CDF
cdf-fecal
FB0276
FB027635.CDF
cdf-fecal
FB0276
FB027636.CDF
cdf-fecal
FB0276
FB027637.CDF
cdf-fecal
FB0277
FB027701.CDF
cdf-fecal
FB0277
FB027702.CDF
cdf-fecal
FB0277
FB027703.CDF
cdf-fecal
FB0277
FB027704.CDF
cdf-fecal
FB0277
FB027705.CDF
cdf-fecal
FB0277
FB027706.CDF
cdf-fecal
FB0277
FB027707.CDF
cdf-fecal
FB0277
FB027708.CDF
cdf-fecal
FB0277
FB027709.CDF
cdf-fecal
FB0277
FB027710.CDF
cdf-fecal
FB0277
FB027711.CDF
cdf-fecal
FB0277
FB027712.CDF
cdf-fecal
FB0277
FB027713.CDF
cdf-fecal
FB0277
FB027714.CDF
cdf-fecal
FB0277
FB027715.CDF
cdf-fecal
FB0277
FB027716.CDF
cdf-fecal
FB0277
FB027717.CDF
cdf-fecal
FB0277
FB027718.CDF
cdf-fecal
FB0277
FB027719.CDF
cdf-fecal
FB0277
FB027720.CDF
cdf-fecal
FB0277
FB027721.CDF
cdf-fecal
FB0277
FB027722.CDF
cdf-fecal
FB0277
FB027723.CDF
cdf-fecal
FB0277
FB027724.CDF
cdf-fecal
FB0277
FB027725.CDF
cdf-fecal
FB0277
FB027726.CDF
cdf-fecal
FB0277
FB027727.CDF
cdf-fecal
FB0277
FB027728.CDF
cdf-fecal
FB0277
FB027729.CDF
cdf-fecal
FB0277
FB027730.CDF
cdf-fecal
FB0277
FB027731.CDF
cdf-fecal
FB0277
FB027732.CDF
cdf-fecal
FB0277
FB027733.CDF
cdf-fecal
FB0277
FB027734.CDF
cdf-fecal
FB0277
FB027735.CDF
cdf-fecal
FB0277
FB027736.CDF
cdf-fecal
FB0277
FB027737.CDF
cdf-fecal
FB0278
FB027801.CDF
cdf-fecal
FB0278
FB027802.CDF
cdf-fecal
FB0278
FB027803.CDF
cdf-fecal
FB0278
FB027804.CDF
cdf-fecal
FB0278
FB027805.CDF
cdf-fecal
FB0278
FB027806.CDF
cdf-fecal
FB0278
FB027807.CDF
cdf-fecal
FB0278
FB027808.CDF
cdf-fecal
FB0278
FB027809.CDF
cdf-fecal
FB0278
FB027810.CDF
cdf-fecal
FB0278
FB027811.CDF
cdf-fecal
FB0278
FB027812.CDF
cdf-fecal
FB0278
FB027813.CDF
cdf-fecal
FB0278
FB027814.CDF
cdf-fecal
FB0278
FB027815.CDF
cdf-fecal
FB0278
FB027816.CDF
cdf-fecal
FB0278
FB027817.CDF
cdf-fecal
FB0278
FB027818.CDF
cdf-fecal
FB0278
FB027819.CDF
cdf-fecal
FB0278
FB027820.CDF
cdf-fecal
FB0278
FB027821.CDF
cdf-fecal
FB0278
FB027822.CDF
cdf-fecal
FB0278
FB027823.CDF
cdf-fecal
FB0278
FB027824.CDF
cdf-fecal
FB0278
FB027825.CDF
cdf-fecal
FB0278
FB027826.CDF
cdf-fecal
FB0278
FB027827.CDF
cdf-fecal
FB0278
FB027828.CDF
cdf-fecal
FB0278
FB027829.CDF
cdf-fecal
FB0278
FB027830.CDF
cdf-fecal
FB0278
FB027831.CDF
cdf-fecal
FB0278
FB027832.CDF
cdf-fecal
FB0278
FB027833.CDF
cdf-fecal
FB0278
FB027834.CDF
cdf-fecal
FB0278
FB027835.CDF
cdf-fecal
FB0278
FB027836.CDF
cdf-fecal
FB0278
FB027837.CDF
cdf-fecal
FB0279
FB027901.CDF
cdf-fecal
FB0279
FB027902.CDF
cdf-fecal
FB0279
FB027903.CDF
cdf-fecal
FB0279
FB027904.CDF
cdf-fecal
FB0279
FB027905.CDF
cdf-fecal
FB0279
FB027906.CDF
cdf-fecal
FB0279
FB027907.CDF
cdf-fecal
FB0279
FB027908.CDF
cdf-fecal
FB0279
FB027909.CDF
cdf-fecal
FB0279
FB027910.CDF
cdf-fecal
FB0279
FB027911.CDF
cdf-fecal
FB0279
FB027912.CDF
cdf-fecal
FB0279
FB027913.CDF
cdf-fecal
FB0279
FB027914.CDF
cdf-fecal
FB0279
FB027915.CDF
cdf-fecal
FB0279
FB027916.CDF
cdf-fecal
FB0279
FB027917.CDF
cdf-fecal
FB0279
FB027918.CDF
cdf-fecal
FB0279
FB027919.CDF
cdf-fecal
FB0279
FB027920.CDF
cdf-fecal
FB0279
FB027921.CDF
cdf-fecal
FB0279
FB027922.CDF
cdf-fecal
FB0279
FB027923.CDF
cdf-fecal
FB0279
FB027924.CDF
cdf-fecal
FB0279
FB027925.CDF
cdf-fecal
FB0279
FB027926.CDF
cdf-fecal
FB0279
FB027927.CDF
cdf-fecal
FB0279
FB027928.CDF
cdf-fecal
FB0279
FB027929.CDF
cdf-fecal
FB0279
FB027930.CDF
cdf-fecal
FB0279
FB027931.CDF
cdf-fecal
FB0279
FB027932.CDF
cdf-fecal
FB0279
FB027933.CDF
cdf-fecal
FB0279
FB027934.CDF
cdf-fecal
FB0279
FB027935.CDF
cdf-fecal
FB0279
FB027936.CDF
cdf-fecal
FB0279
FB027937.CDF
cdf-fecal
FB0280
FB028001.CDF
cdf-fecal
FB0280
FB028002.CDF
cdf-fecal
FB0280
FB028003.CDF
cdf-fecal
FB0280
FB028004.CDF
cdf-fecal
FB0280
FB028005.CDF
cdf-fecal
FB0280
FB028006.CDF
cdf-fecal
FB0280
FB028007.CDF
cdf-fecal
FB0280
FB028008.CDF
cdf-fecal
FB0280
FB028009.CDF
cdf-fecal
FB0280
FB028010.CDF
cdf-fecal
FB0280
FB028011.CDF
cdf-fecal
FB0280
FB028012.CDF
cdf-fecal
FB0280
FB028013.CDF
cdf-fecal
FB0280
FB028014.CDF
cdf-fecal
FB0280
FB028015.CDF
cdf-fecal
FB0280
FB028016.CDF
cdf-fecal
FB0280
FB028017.CDF
cdf-fecal
FB0280
FB028018.CDF
cdf-fecal
FB0280
FB028019.CDF
cdf-fecal
FB0280
FB028020.CDF
cdf-fecal
FB0280
FB028021.CDF
cdf-fecal
FB0280
FB028022.CDF
cdf-fecal
FB0280
FB028023.CDF
cdf-fecal
FB0280
FB028024.CDF
cdf-fecal
FB0280
FB028025.CDF
cdf-fecal
FB0280
FB028026.CDF
cdf-fecal
FB0280
FB028027.CDF
cdf-fecal
FB0280
FB028028.CDF
cdf-fecal
FB0280
FB028029.CDF
cdf-fecal
FB0280
FB028030.CDF
cdf-fecal
FB0280
FB028031.CDF
cdf-fecal
FB0280
FB028032.CDF
cdf-fecal
FB0280
FB028033.CDF
cdf-fecal
FB0280
FB028034.CDF
cdf-fecal
FB0280
FB028035.CDF
cdf-fecal
FB0280
FB028036.CDF
cdf-fecal
FB0280
FB028037.CDF
cdf-fecal
FB0281
FB028101.CDF
cdf-fecal
FB0281
FB028102.CDF
cdf-fecal
FB0281
FB028103.CDF
cdf-fecal
FB0281
FB028104.CDF
cdf-fecal
FB0281
FB028105.CDF
cdf-fecal
FB0281
FB028106.CDF
cdf-fecal
FB0281
FB028107.CDF
cdf-fecal
FB0281
FB028108.CDF
cdf-fecal
FB0281
FB028109.CDF
cdf-fecal
FB0281
FB028110.CDF
cdf-fecal
FB0281
FB028111.CDF
cdf-fecal
FB0281
FB028112.CDF
cdf-fecal
FB0281
FB028113.CDF
cdf-fecal
FB0281
FB028114.CDF
cdf-fecal
FB0281
FB028115.CDF
cdf-fecal
FB0281
FB028116.CDF
cdf-fecal
FB0281
FB028117.CDF
cdf-fecal
FB0281
FB028118.CDF
cdf-fecal
FB0281
FB028119.CDF
cdf-fecal
FB0281
FB028120.CDF
cdf-fecal
FB0281
FB028121.CDF
cdf-fecal
FB0281
FB028122.CDF
cdf-fecal
FB0281
FB028123.CDF
cdf-fecal
FB0281
FB028124.CDF
cdf-fecal
FB0281
FB028125.CDF
cdf-fecal
FB0281
FB028126.CDF
cdf-fecal
FB0281
FB028127.CDF
cdf-fecal
FB0281
FB028128.CDF
cdf-fecal
FB0281
FB028129.CDF
cdf-fecal
FB0281
FB028130.CDF
cdf-fecal
FB0281
FB028131.CDF
cdf-fecal
FB0281
FB028132.CDF
cdf-fecal
FB0281
FB028133.CDF
cdf-fecal
FB0281
FB028134.CDF
cdf-fecal
FB0281
FB028135.CDF
cdf-fecal
FB0281
FB028136.CDF
cdf-fecal
FB0281
FB028137.CDF
cdf-fecal
FB0282
FB028201.CDF
cdf-fecal
FB0282
FB028202.CDF
cdf-fecal
FB0282
FB028203.CDF
cdf-fecal
FB0282
FB028204.CDF
cdf-fecal
FB0282
FB028205.CDF
cdf-fecal
FB0282
FB028206.CDF
cdf-fecal
FB0282
FB028207.CDF
cdf-fecal
FB0282
FB028208.CDF
cdf-fecal
FB0282
FB028209.CDF
cdf-fecal
FB0282
FB028210.CDF
cdf-fecal
FB0282
FB028211.CDF
cdf-fecal
FB0282
FB028212.CDF
cdf-fecal
FB0282
FB028213.CDF
cdf-fecal
FB0282
FB028214.CDF
cdf-fecal
FB0282
FB028215.CDF
cdf-fecal
FB0282
FB028216.CDF
cdf-fecal
FB0282
FB028217.CDF
cdf-fecal
FB0282
FB028218.CDF
cdf-fecal
FB0282
FB028219.CDF
cdf-fecal
FB0282
FB028220.CDF
cdf-fecal
FB0282
FB028221.CDF
cdf-fecal
FB0282
FB028222.CDF
cdf-fecal
FB0282
FB028223.CDF
cdf-fecal
FB0282
FB028224.CDF
cdf-fecal
FB0282
FB028225.CDF
cdf-fecal
FB0282
FB028226.CDF
cdf-fecal
FB0282
FB028227.CDF
cdf-fecal
FB0282
FB028228.CDF
cdf-fecal
FB0282
FB028229.CDF
cdf-fecal
FB0282
FB028230.CDF
cdf-fecal
FB0282
FB028231.CDF
cdf-fecal
FB0282
FB028232.CDF
cdf-fecal
FB0282
FB028233.CDF
cdf-fecal
FB0282
FB028234.CDF
cdf-fecal
FB0282
FB028235.CDF
cdf-fecal
FB0282
FB028236.CDF
cdf-fecal
FB0282
FB028237.CDF
cdf-fecal
FB0283
FB028301.CDF
cdf-fecal
FB0283
FB028302.CDF
cdf-fecal
FB0283
FB028303.CDF
cdf-fecal
FB0283
FB028304.CDF
cdf-fecal
FB0283
FB028305.CDF
cdf-fecal
FB0283
FB028306.CDF
cdf-fecal
FB0283
FB028307.CDF
cdf-fecal
FB0283
FB028308.CDF
cdf-fecal
FB0283
FB028309.CDF
cdf-fecal
FB0283
FB028310.CDF
cdf-fecal
FB0283
FB028311.CDF
cdf-fecal
FB0283
FB028312.CDF
cdf-fecal
FB0283
FB028313.CDF
cdf-fecal
FB0283
FB028314.CDF
cdf-fecal
FB0283
FB028315.CDF
cdf-fecal
FB0283
FB028316.CDF
cdf-fecal
FB0283
FB028317.CDF
cdf-fecal
FB0283
FB028318.CDF
cdf-fecal
FB0283
FB028319.CDF
cdf-fecal
FB0283
FB028320.CDF
cdf-fecal
FB0283
FB028321.CDF
cdf-fecal
FB0283
FB028322.CDF
cdf-fecal
FB0283
FB028323.CDF
cdf-fecal
FB0283
FB028324.CDF
cdf-fecal
FB0283
FB028325.CDF
cdf-fecal
FB0283
FB028326.CDF
cdf-fecal
FB0283
FB028327.CDF
cdf-fecal
FB0283
FB028328.CDF
cdf-fecal
FB0283
FB028329.CDF
cdf-fecal
FB0283
FB028330.CDF
cdf-fecal
FB0283
FB028331.CDF
cdf-fecal
FB0283
FB028332.CDF
cdf-fecal
FB0283
FB028333.CDF
cdf-fecal
FB0283
FB028334.CDF
cdf-fecal
FB0283
FB028335.CDF
cdf-fecal
FB0283
FB028336.CDF
cdf-fecal
FB0283
FB028337.CDF
cdf-fecal
FB0284
FB028401.CDF
cdf-fecal
FB0284
FB028402.CDF
cdf-fecal
FB0284
FB028403.CDF
cdf-fecal
FB0284
FB028404.CDF
cdf-fecal
FB0284
FB028405.CDF
cdf-fecal
FB0284
FB028406.CDF
cdf-fecal
FB0284
FB028407.CDF
cdf-fecal
FB0284
FB028408.CDF
cdf-fecal
FB0284
FB028409.CDF
cdf-fecal
FB0284
FB028410.CDF
cdf-fecal
FB0284
FB028411.CDF
cdf-fecal
FB0284
FB028412.CDF
cdf-fecal
FB0284
FB028413.CDF
cdf-fecal
FB0284
FB028414.CDF
cdf-fecal
FB0284
FB028415.CDF
cdf-fecal
FB0284
FB028416.CDF
cdf-fecal
FB0284
FB028417.CDF
cdf-fecal
FB0284
FB028418.CDF
cdf-fecal
FB0284
FB028419.CDF
cdf-fecal
FB0284
FB028420.CDF
cdf-fecal
FB0284
FB028421.CDF
cdf-fecal
FB0284
FB028422.CDF
cdf-fecal
FB0284
FB028423.CDF
cdf-fecal
FB0284
FB028424.CDF
cdf-fecal
FB0284
FB028425.CDF
cdf-fecal
FB0284
FB028426.CDF
cdf-fecal
FB0284
FB028427.CDF
cdf-fecal
FB0284
FB028428.CDF
cdf-fecal
FB0284
FB028429.CDF
cdf-fecal
FB0284
FB028430.CDF
cdf-fecal
FB0284
FB028431.CDF
cdf-fecal
FB0284
FB028432.CDF
cdf-fecal
FB0284
FB028433.CDF
cdf-fecal
FB0284
FB028434.CDF
cdf-fecal
FB0284
FB028435.CDF
cdf-fecal
FB0284
FB028436.CDF
cdf-fecal
FB0284
FB028437.CDF
cdf-fecal
FB0285
FB028501.CDF
cdf-fecal
FB0285
FB028502.CDF
cdf-fecal
FB0285
FB028503.CDF
cdf-fecal
FB0285
FB028504.CDF
cdf-fecal
FB0285
FB028505.CDF
cdf-fecal
FB0285
FB028506.CDF
cdf-fecal
FB0285
FB028507.CDF
cdf-fecal
FB0285
FB028508.CDF
cdf-fecal
FB0285
FB028509.CDF
cdf-fecal
FB0285
FB028510.CDF
cdf-fecal
FB0285
FB028511.CDF
cdf-fecal
FB0285
FB028512.CDF
cdf-fecal
FB0285
FB028513.CDF
cdf-fecal
FB0285
FB028514.CDF
cdf-fecal
FB0285
FB028515.CDF
cdf-fecal
FB0285
FB028516.CDF
cdf-fecal
FB0285
FB028517.CDF
cdf-fecal
FB0285
FB028518.CDF
cdf-fecal
FB0285
FB028519.CDF
cdf-fecal
FB0285
FB028520.CDF
cdf-fecal
FB0285
FB028521.CDF
cdf-fecal
FB0285
FB028522.CDF
cdf-fecal
FB0285
FB028523.CDF
cdf-fecal
FB0285
FB028524.CDF
cdf-fecal
FB0285
FB028525.CDF
cdf-fecal
FB0285
FB028526.CDF
cdf-fecal
FB0285
FB028527.CDF
cdf-fecal
FB0285
FB028528.CDF
cdf-fecal
FB0285
FB028529.CDF
cdf-fecal
FB0285
FB028530.CDF
cdf-fecal
FB0285
FB028531.CDF
cdf-fecal
FB0285
FB028532.CDF
cdf-fecal
FB0285
FB028533.CDF
cdf-fecal
FB0285
FB028534.CDF
cdf-fecal
FB0285
FB028535.CDF
cdf-fecal
FB0285
FB028536.CDF
cdf-fecal
FB0285
FB028537.CDF
cdf-fecal
FB0286
FB028601.CDF
cdf-fecal
FB0286
FB028602.CDF
cdf-fecal
FB0286
FB028603.CDF
cdf-fecal
FB0286
FB028604.CDF
cdf-fecal
FB0286
FB028605.CDF
cdf-fecal
FB0286
FB028606.CDF
cdf-fecal
FB0286
FB028607.CDF
cdf-fecal
FB0286
FB028608.CDF
cdf-fecal
FB0286
FB028609.CDF
cdf-fecal
FB0286
FB028610.CDF
cdf-fecal
FB0286
FB028611.CDF
cdf-fecal
FB0286
FB028612.CDF
cdf-fecal
FB0286
FB028613.CDF
cdf-fecal
FB0286
FB028614.CDF
cdf-fecal
FB0286
FB028615.CDF
cdf-fecal
FB0286
FB028616.CDF
cdf-fecal
FB0286
FB028617.CDF
cdf-fecal
FB0286
FB028618.CDF
cdf-fecal
FB0286
FB028619.CDF
cdf-fecal
FB0286
FB028620.CDF
cdf-fecal
FB0286
FB028621.CDF
cdf-fecal
FB0286
FB028622.CDF
cdf-fecal
FB0286
FB028623.CDF
cdf-fecal
FB0286
FB028624.CDF
cdf-fecal
FB0286
FB028625.CDF
cdf-fecal
FB0286
FB028626.CDF
cdf-fecal
FB0286
FB028627.CDF
cdf-fecal
FB0286
FB028628.CDF
cdf-fecal
FB0286
FB028629.CDF
cdf-fecal
FB0286
FB028630.CDF
cdf-fecal
FB0286
FB028631.CDF
cdf-fecal
FB0286
FB028632.CDF
cdf-fecal
FB0286
FB028633.CDF
cdf-fecal
FB0286
FB028634.CDF
cdf-fecal
FB0286
FB028635.CDF
cdf-fecal
FB0286
FB028636.CDF
cdf-fecal
FB0286
FB028637.CDF
cdf-fecal
FB0287
FB028701.CDF
cdf-fecal
FB0287
FB028702.CDF
cdf-fecal
FB0287
FB028703.CDF
cdf-fecal
FB0287
FB028704.CDF
cdf-fecal
FB0287
FB028705.CDF
cdf-fecal
FB0287
FB028706.CDF
cdf-fecal
FB0287
FB028707.CDF
cdf-fecal
FB0287
FB028708.CDF
cdf-fecal
FB0287
FB028709.CDF
cdf-fecal
FB0287
FB028710.CDF
cdf-fecal
FB0287
FB028711.CDF
cdf-fecal
FB0287
FB028712.CDF
cdf-fecal
FB0287
FB028713.CDF
cdf-fecal
FB0287
FB028714.CDF
cdf-fecal
FB0287
FB028715.CDF
cdf-fecal
FB0287
FB028716.CDF
cdf-fecal
FB0287
FB028717.CDF
cdf-fecal
FB0287
FB028718.CDF
cdf-fecal
FB0287
FB028719.CDF
cdf-fecal
FB0287
FB028720.CDF
cdf-fecal
FB0287
FB028721.CDF
cdf-fecal
FB0287
FB028722.CDF
cdf-fecal
FB0287
FB028723.CDF
cdf-fecal
FB0287
FB028724.CDF
cdf-fecal
FB0287
FB028725.CDF
cdf-fecal
FB0287
FB028726.CDF
cdf-fecal
FB0287
FB028727.CDF
cdf-fecal
FB0287
FB028728.CDF
cdf-fecal
FB0287
FB028729.CDF
cdf-fecal
FB0287
FB028730.CDF
cdf-fecal
FB0287
FB028731.CDF
cdf-fecal
FB0287
FB028732.CDF
cdf-fecal
FB0287
FB028733.CDF
cdf-fecal
FB0287
FB028734.CDF
cdf-fecal
FB0287
FB028735.CDF
cdf-fecal
FB0287
FB028736.CDF
cdf-fecal
FB0287
FB028737.CDF
cdf-fecal
FB0288
FB028801.CDF
cdf-fecal
FB0288
FB028802.CDF
cdf-fecal
FB0288
FB028803.CDF
cdf-fecal
FB0288
FB028804.CDF
cdf-fecal
FB0288
FB028805.CDF
cdf-fecal
FB0288
FB028806.CDF
cdf-fecal
FB0288
FB028807.CDF
cdf-fecal
FB0288
FB028808.CDF
cdf-fecal
FB0288
FB028809.CDF
cdf-fecal
FB0288
FB028810.CDF
cdf-fecal
FB0288
FB028811.CDF
cdf-fecal
FB0288
FB028812.CDF
cdf-fecal
FB0288
FB028813.CDF
cdf-fecal
FB0288
FB028814.CDF
cdf-fecal
FB0288
FB028815.CDF
cdf-fecal
FB0288
FB028816.CDF
cdf-fecal
FB0288
FB028817.CDF
cdf-fecal
FB0288
FB028818.CDF
cdf-fecal
FB0288
FB028819.CDF
cdf-fecal
FB0288
FB028820.CDF
cdf-fecal
FB0288
FB028821.CDF
cdf-fecal
FB0288
FB028822.CDF
cdf-fecal
FB0288
FB028823.CDF
cdf-fecal
FB0288
FB028824.CDF
cdf-fecal
FB0288
FB028825.CDF
cdf-fecal
FB0288
FB028826.CDF
cdf-fecal
FB0288
FB028827.CDF
cdf-fecal
FB0288
FB028828.CDF
cdf-fecal
FB0288
FB028829.CDF
cdf-fecal
FB0288
FB028830.CDF
cdf-fecal
FB0288
FB028831.CDF
cdf-fecal
FB0288
FB028832.CDF
cdf-fecal
FB0288
FB028833.CDF
cdf-fecal
FB0288
FB028834.CDF
cdf-fecal
FB0288
FB028835.CDF
cdf-fecal
FB0288
FB028836.CDF
cdf-fecal
FB0288
FB028837.CDF
cdf-fecal
FB0289
FB028901.CDF
cdf-fecal
FB0289
FB028902.CDF
cdf-fecal
FB0289
FB028903.CDF
cdf-fecal
FB0289
FB028904.CDF
cdf-fecal
FB0289
FB028905.CDF
cdf-fecal
FB0289
FB028906.CDF
cdf-fecal
FB0289
FB028907.CDF
cdf-fecal
FB0289
FB028908.CDF
cdf-fecal
FB0289
FB028909.CDF
cdf-fecal
FB0289
FB028910.CDF
cdf-fecal
FB0289
FB028911.CDF
cdf-fecal
FB0289
FB028912.CDF
cdf-fecal
FB0289
FB028913.CDF
cdf-fecal
FB0289
FB028914.CDF
cdf-fecal
FB0289
FB028915.CDF
cdf-fecal
FB0289
FB028916.CDF
cdf-fecal
FB0289
FB028917.CDF
cdf-fecal
FB0289
FB028918.CDF
cdf-fecal
FB0289
FB028919.CDF
cdf-fecal
FB0289
FB028920.CDF
cdf-fecal
FB0289
FB028921.CDF
cdf-fecal
FB0289
FB028922.CDF
cdf-fecal
FB0289
FB028923.CDF
cdf-fecal
FB0289
FB028924.CDF
cdf-fecal
FB0289
FB028925.CDF
cdf-fecal
FB0289
FB028926.CDF
cdf-fecal
FB0289
FB028927.CDF
cdf-fecal
FB0289
FB028928.CDF
cdf-fecal
FB0289
FB028929.CDF
cdf-fecal
FB0289
FB028930.CDF
cdf-fecal
FB0289
FB028931.CDF
cdf-fecal
FB0289
FB028932.CDF
cdf-fecal
FB0289
FB028933.CDF
cdf-fecal
FB0289
FB028934.CDF
cdf-fecal
FB0289
FB028935.CDF
cdf-fecal
FB0289
FB028936.CDF
cdf-fecal
FB0289
FB028937.CDF
cdf-fecal
FB0290
FB029001.CDF
cdf-fecal
FB0290
FB029002.CDF
cdf-fecal
FB0290
FB029003.CDF
cdf-fecal
FB0290
FB029004.CDF
cdf-fecal
FB0290
FB029005.CDF
cdf-fecal
FB0290
FB029006.CDF
cdf-fecal
FB0290
FB029007.CDF
cdf-fecal
FB0290
FB029008.CDF
cdf-fecal
FB0290
FB029009.CDF
cdf-fecal
FB0290
FB029010.CDF
cdf-fecal
FB0290
FB029011.CDF
cdf-fecal
FB0290
FB029012.CDF
cdf-fecal
FB0290
FB029013.CDF
cdf-fecal
FB0290
FB029014.CDF
cdf-fecal
FB0290
FB029015.CDF
cdf-fecal
FB0290
FB029016.CDF
cdf-fecal
FB0290
FB029017.CDF
cdf-fecal
FB0290
FB029018.CDF
cdf-fecal
FB0290
FB029019.CDF
cdf-fecal
FB0290
FB029020.CDF
cdf-fecal
FB0290
FB029021.CDF
cdf-fecal
FB0290
FB029022.CDF
cdf-fecal
FB0290
FB029023.CDF
cdf-fecal
FB0290
FB029024.CDF
cdf-fecal
FB0290
FB029025.CDF
cdf-fecal
FB0290
FB029026.CDF
cdf-fecal
FB0290
FB029027.CDF
cdf-fecal
FB0290
FB029028.CDF
cdf-fecal
FB0290
FB029029.CDF
cdf-fecal
FB0290
FB029030.CDF
cdf-fecal
FB0290
FB029031.CDF
cdf-fecal
FB0290
FB029032.CDF
cdf-fecal
FB0290
FB029033.CDF
cdf-fecal
FB0290
FB029034.CDF
cdf-fecal
FB0290
FB029035.CDF
cdf-fecal
FB0290
FB029036.CDF
cdf-fecal
FB0290
FB029037.CDF
cdf-fecal
FB0291
FB029101.CDF
cdf-fecal
FB0291
FB029102.CDF
cdf-fecal
FB0291
FB029103.CDF
cdf-fecal
FB0291
FB029104.CDF
cdf-fecal
FB0291
FB029105.CDF
cdf-fecal
FB0291
FB029106.CDF
cdf-fecal
FB0291
FB029107.CDF
cdf-fecal
FB0291
FB029108.CDF
cdf-fecal
FB0291
FB029109.CDF
cdf-fecal
FB0291
FB029110.CDF
cdf-fecal
FB0291
FB029111.CDF
cdf-fecal
FB0291
FB029112.CDF
cdf-fecal
FB0291
FB029113.CDF
cdf-fecal
FB0291
FB029114.CDF
cdf-fecal
FB0291
FB029115.CDF
cdf-fecal
FB0291
FB029116.CDF
cdf-fecal
FB0291
FB029117.CDF
cdf-fecal
FB0291
FB029118.CDF
cdf-fecal
FB0291
FB029119.CDF
cdf-fecal
FB0291
FB029120.CDF
cdf-fecal
FB0291
FB029121.CDF
cdf-fecal
FB0291
FB029122.CDF
cdf-fecal
FB0291
FB029123.CDF
cdf-fecal
FB0291
FB029124.CDF
cdf-fecal
FB0291
FB029125.CDF
cdf-fecal
FB0291
FB029126.CDF
cdf-fecal
FB0291
FB029127.CDF
cdf-fecal
FB0291
FB029128.CDF
cdf-fecal
FB0291
FB029129.CDF
cdf-fecal
FB0291
FB029130.CDF
cdf-fecal
FB0291
FB029131.CDF
cdf-fecal
FB0291
FB029132.CDF
cdf-fecal
FB0291
FB029133.CDF
cdf-fecal
FB0291
FB029134.CDF
cdf-fecal
FB0291
FB029135.CDF
cdf-fecal
FB0291
FB029136.CDF
cdf-fecal
FB0291
FB029137.CDF
cdf-fecal
FB0292
FB029201.CDF
cdf-fecal
FB0292
FB029202.CDF
cdf-fecal
FB0292
FB029203.CDF
cdf-fecal
FB0292
FB029204.CDF
cdf-fecal
FB0292
FB029205.CDF
cdf-fecal
FB0292
FB029206.CDF
cdf-fecal
FB0292
FB029207.CDF
cdf-fecal
FB0292
FB029208.CDF
cdf-fecal
FB0292
FB029209.CDF
cdf-fecal
FB0292
FB029210.CDF
cdf-fecal
FB0292
FB029211.CDF
cdf-fecal
FB0292
FB029212.CDF
cdf-fecal
FB0292
FB029213.CDF
cdf-fecal
FB0292
FB029214.CDF
cdf-fecal
FB0292
FB029215.CDF
cdf-fecal
FB0292
FB029216.CDF
cdf-fecal
FB0292
FB029217.CDF
cdf-fecal
FB0292
FB029218.CDF
cdf-fecal
FB0292
FB029219.CDF
cdf-fecal
FB0292
FB029220.CDF
cdf-fecal
FB0292
FB029221.CDF
cdf-fecal
FB0292
FB029222.CDF
cdf-fecal
FB0292
FB029223.CDF
cdf-fecal
FB0292
FB029224.CDF
cdf-fecal
FB0292
FB029225.CDF
cdf-fecal
FB0292
FB029226.CDF
cdf-fecal
FB0292
FB029227.CDF
cdf-fecal
FB0292
FB029228.CDF
cdf-fecal
FB0292
FB029229.CDF
cdf-fecal
FB0292
FB029230.CDF
cdf-fecal
FB0292
FB029231.CDF
cdf-fecal
FB0292
FB029232.CDF
cdf-fecal
FB0292
FB029233.CDF
cdf-fecal
FB0292
FB029234.CDF
cdf-fecal
FB0292
FB029235.CDF
cdf-fecal
FB0292
FB029236.CDF
cdf-fecal
FB0292
FB029237.CDF
cdf-fecal
FB0293
FB029301.CDF
cdf-fecal
FB0293
FB029302.CDF
cdf-fecal
FB0293
FB029303.CDF
cdf-fecal
FB0293
FB029304.CDF
cdf-fecal
FB0293
FB029305.CDF
cdf-fecal
FB0293
FB029306.CDF
cdf-fecal
FB0293
FB029307.CDF
cdf-fecal
FB0293
FB029308.CDF
cdf-fecal
FB0293
FB029309.CDF
cdf-fecal
FB0293
FB029310.CDF
cdf-fecal
FB0293
FB029311.CDF
cdf-fecal
FB0293
FB029312.CDF
cdf-fecal
FB0293
FB029313.CDF
cdf-fecal
FB0293
FB029314.CDF
cdf-fecal
FB0293
FB029315.CDF
cdf-fecal
FB0293
FB029316.CDF
cdf-fecal
FB0293
FB029317.CDF
cdf-fecal
FB0293
FB029318.CDF
cdf-fecal
FB0293
FB029319.CDF
cdf-fecal
FB0293
FB029320.CDF
cdf-fecal
FB0293
FB029321.CDF
cdf-fecal
FB0293
FB029322.CDF
cdf-fecal
FB0293
FB029323.CDF
cdf-fecal
FB0293
FB029324.CDF
cdf-fecal
FB0293
FB029325.CDF
cdf-fecal
FB0293
FB029326.CDF
cdf-fecal
FB0293
FB029327.CDF
cdf-fecal
FB0293
FB029328.CDF
cdf-fecal
FB0293
FB029329.CDF
cdf-fecal
FB0293
FB029330.CDF
cdf-fecal
FB0293
FB029331.CDF
cdf-fecal
FB0293
FB029332.CDF
cdf-fecal
FB0293
FB029333.CDF
cdf-fecal
FB0293
FB029334.CDF
cdf-fecal
FB0293
FB029335.CDF
cdf-fecal
FB0293
FB029336.CDF
cdf-fecal
FB0293
FB029337.CDF
cdf-fecal
FB0294
FB029401.CDF
cdf-fecal
FB0294
FB029402.CDF
cdf-fecal
FB0294
FB029403.CDF
cdf-fecal
FB0294
FB029404.CDF
cdf-fecal
FB0294
FB029405.CDF
cdf-fecal
FB0294
FB029406.CDF
cdf-fecal
FB0294
FB029407.CDF
cdf-fecal
FB0294
FB029408.CDF
cdf-fecal
FB0294
FB029409.CDF
cdf-fecal
FB0294
FB029410.CDF
cdf-fecal
FB0294
FB029411.CDF
cdf-fecal
FB0294
FB029412.CDF
cdf-fecal
FB0294
FB029413.CDF
cdf-fecal
FB0294
FB029414.CDF
cdf-fecal
FB0294
FB029415.CDF
cdf-fecal
FB0294
FB029416.CDF
cdf-fecal
FB0294
FB029417.CDF
cdf-fecal
FB0294
FB029418.CDF
cdf-fecal
FB0294
FB029419.CDF
cdf-fecal
FB0294
FB029420.CDF
cdf-fecal
FB0294
FB029421.CDF
cdf-fecal
FB0294
FB029422.CDF
cdf-fecal
FB0294
FB029423.CDF
cdf-fecal
FB0294
FB029424.CDF
cdf-fecal
FB0294
FB029425.CDF
cdf-fecal
FB0294
FB029426.CDF
cdf-fecal
FB0294
FB029427.CDF
cdf-fecal
FB0294
FB029428.CDF
cdf-fecal
FB0294
FB029429.CDF
cdf-fecal
FB0294
FB029430.CDF
cdf-fecal
FB0294
FB029431.CDF
cdf-fecal
FB0294
FB029432.CDF
cdf-fecal
FB0294
FB029433.CDF
cdf-fecal
FB0294
FB029434.CDF
cdf-fecal
FB0294
FB029435.CDF
cdf-fecal
FB0294
FB029436.CDF
cdf-fecal
FB0294
FB029437.CDF
cdf-fecal
FB0295
FB029501.CDF
cdf-fecal
FB0295
FB029502.CDF
cdf-fecal
FB0295
FB029503.CDF
cdf-fecal
FB0295
FB029504.CDF
cdf-fecal
FB0295
FB029505.CDF
cdf-fecal
FB0295
FB029506.CDF
cdf-fecal
FB0295
FB029507.CDF
cdf-fecal
FB0295
FB029508.CDF
cdf-fecal
FB0295
FB029509.CDF
cdf-fecal
FB0295
FB029510.CDF
cdf-fecal
FB0295
FB029511.CDF
cdf-fecal
FB0295
FB029512.CDF
cdf-fecal
FB0295
FB029513.CDF
cdf-fecal
FB0295
FB029514.CDF
cdf-fecal
FB0295
FB029515.CDF
cdf-fecal
FB0295
FB029516.CDF
cdf-fecal
FB0295
FB029517.CDF
cdf-fecal
FB0295
FB029518.CDF
cdf-fecal
FB0295
FB029519.CDF
cdf-fecal
FB0295
FB029520.CDF
cdf-fecal
FB0295
FB029521.CDF
cdf-fecal
FB0295
FB029522.CDF
cdf-fecal
FB0295
FB029523.CDF
cdf-fecal
FB0295
FB029524.CDF
cdf-fecal
FB0295
FB029525.CDF
cdf-fecal
FB0295
FB029526.CDF
cdf-fecal
FB0295
FB029527.CDF
cdf-fecal
FB0295
FB029528.CDF
cdf-fecal
FB0295
FB029529.CDF
cdf-fecal
FB0295
FB029530.CDF
cdf-fecal
FB0295
FB029531.CDF
cdf-fecal
FB0295
FB029532.CDF
cdf-fecal
FB0295
FB029533.CDF
cdf-fecal
FB0295
FB029534.CDF
cdf-fecal
FB0295
FB029535.CDF
cdf-fecal
FB0295
FB029536.CDF
cdf-fecal
FB0295
FB029537.CDF
cdf-fecal
FB0296
FB029601.CDF
cdf-fecal
FB0296
FB029602.CDF
cdf-fecal
FB0296
FB029603.CDF
cdf-fecal
FB0296
FB029604.CDF
cdf-fecal
FB0296
FB029605.CDF
cdf-fecal
FB0296
FB029606.CDF
cdf-fecal
FB0296
FB029607.CDF
cdf-fecal
FB0296
FB029608.CDF
cdf-fecal
FB0296
FB029609.CDF
cdf-fecal
FB0296
FB029610.CDF
cdf-fecal
FB0296
FB029611.CDF
cdf-fecal
FB0296
FB029612.CDF
cdf-fecal
FB0296
FB029613.CDF
cdf-fecal
FB0296
FB029614.CDF
cdf-fecal
FB0296
FB029615.CDF
cdf-fecal
FB0296
FB029616.CDF
cdf-fecal
FB0296
FB029617.CDF
cdf-fecal
FB0296
FB029618.CDF
cdf-fecal
FB0296
FB029619.CDF
cdf-fecal
FB0296
FB029620.CDF
cdf-fecal
FB0296
FB029621.CDF
cdf-fecal
FB0296
FB029622.CDF
cdf-fecal
FB0296
FB029623.CDF
cdf-fecal
FB0296
FB029624.CDF
cdf-fecal
FB0296
FB029625.CDF
cdf-fecal
FB0296
FB029626.CDF
cdf-fecal
FB0296
FB029627.CDF
cdf-fecal
FB0296
FB029628.CDF
cdf-fecal
FB0296
FB029629.CDF
cdf-fecal
FB0296
FB029630.CDF
cdf-fecal
FB0296
FB029631.CDF
cdf-fecal
FB0296
FB029632.CDF
cdf-fecal
FB0296
FB029633.CDF
cdf-fecal
FB0296
FB029634.CDF
cdf-fecal
FB0296
FB029635.CDF
cdf-fecal
FB0296
FB029636.CDF
cdf-fecal
FB0296
FB029637.CDF
cdf-fecal
FB0297
FB029701.CDF
cdf-fecal
FB0297
FB029702.CDF
cdf-fecal
FB0297
FB029703.CDF
cdf-fecal
FB0297
FB029704.CDF
cdf-fecal
FB0297
FB029705.CDF
cdf-fecal
FB0297
FB029706.CDF
cdf-fecal
FB0297
FB029707.CDF
cdf-fecal
FB0297
FB029708.CDF
cdf-fecal
FB0297
FB029709.CDF
cdf-fecal
FB0297
FB029710.CDF
cdf-fecal
FB0297
FB029711.CDF
cdf-fecal
FB0297
FB029712.CDF
cdf-fecal
FB0297
FB029713.CDF
cdf-fecal
FB0297
FB029714.CDF
cdf-fecal
FB0297
FB029715.CDF
cdf-fecal
FB0297
FB029716.CDF
cdf-fecal
FB0297
FB029717.CDF
cdf-fecal
FB0297
FB029718.CDF
cdf-fecal
FB0297
FB029719.CDF
cdf-fecal
FB0297
FB029720.CDF
cdf-fecal
FB0297
FB029721.CDF
cdf-fecal
FB0297
FB029722.CDF
cdf-fecal
FB0297
FB029723.CDF
cdf-fecal
FB0297
FB029724.CDF
cdf-fecal
FB0297
FB029725.CDF
cdf-fecal
FB0297
FB029726.CDF
cdf-fecal
FB0297
FB029727.CDF
cdf-fecal
FB0297
FB029728.CDF
cdf-fecal
FB0297
FB029729.CDF
cdf-fecal
FB0297
FB029730.CDF
cdf-fecal
FB0297
FB029731.CDF
cdf-fecal
FB0297
FB029732.CDF
cdf-fecal
FB0297
FB029733.CDF
cdf-fecal
FB0297
FB029734.CDF
cdf-fecal
FB0297
FB029735.CDF
cdf-fecal
FB0297
FB029736.CDF
cdf-fecal
FB0297
FB029737.CDF
cdf-fecal
FB0298
FB029801.CDF
cdf-fecal
FB0298
FB029802.CDF
cdf-fecal
FB0298
FB029803.CDF
cdf-fecal
FB0298
FB029804.CDF
cdf-fecal
FB0298
FB029805.CDF
cdf-fecal
FB0298
FB029806.CDF
cdf-fecal
FB0298
FB029807.CDF
cdf-fecal
FB0298
FB029808.CDF
cdf-fecal
FB0298
FB029809.CDF
cdf-fecal
FB0298
FB029810.CDF
cdf-fecal
FB0298
FB029811.CDF
cdf-fecal
FB0298
FB029812.CDF
cdf-fecal
FB0298
FB029813.CDF
cdf-fecal
FB0298
FB029814.CDF
cdf-fecal
FB0298
FB029815.CDF
cdf-fecal
FB0298
FB029816.CDF
cdf-fecal
FB0298
FB029817.CDF
cdf-fecal
FB0298
FB029818.CDF
cdf-fecal
FB0298
FB029819.CDF
cdf-fecal
FB0298
FB029820.CDF
cdf-fecal
FB0298
FB029821.CDF
cdf-fecal
FB0298
FB029822.CDF
cdf-fecal
FB0298
FB029823.CDF
cdf-fecal
FB0298
FB029824.CDF
cdf-fecal
FB0298
FB029825.CDF
cdf-fecal
FB0298
FB029826.CDF
cdf-fecal
FB0298
FB029827.CDF
cdf-fecal
FB0298
FB029828.CDF
cdf-fecal
FB0298
FB029829.CDF
cdf-fecal
FB0298
FB029830.CDF
cdf-fecal
FB0298
FB029831.CDF
cdf-fecal
FB0298
FB029832.CDF
cdf-fecal
FB0298
FB029833.CDF
cdf-fecal
FB0298
FB029834.CDF
cdf-fecal
FB0298
FB029835.CDF
cdf-fecal
FB0298
FB029836.CDF
cdf-fecal
FB0298
FB029837.CDF
cdf-fecal
FB0299
FB029901.CDF
cdf-fecal
FB0299
FB029902.CDF
cdf-fecal
FB0299
FB029903.CDF
cdf-fecal
FB0299
FB029904.CDF
cdf-fecal
FB0299
FB029905.CDF
cdf-fecal
FB0299
FB029906.CDF
cdf-fecal
FB0299
FB029907.CDF
cdf-fecal
FB0299
FB029908.CDF
cdf-fecal
FB0299
FB029909.CDF
cdf-fecal
FB0299
FB029910.CDF
cdf-fecal
FB0299
FB029911.CDF
cdf-fecal
FB0299
FB029912.CDF
cdf-fecal
FB0299
FB029913.CDF
cdf-fecal
FB0299
FB029914.CDF
cdf-fecal
FB0299
FB029915.CDF
cdf-fecal
FB0299
FB029916.CDF
cdf-fecal
FB0299
FB029917.CDF
cdf-fecal
FB0299
FB029918.CDF
cdf-fecal
FB0299
FB029919.CDF
cdf-fecal
FB0299
FB029920.CDF
cdf-fecal
FB0299
FB029921.CDF
cdf-fecal
FB0299
FB029922.CDF
cdf-fecal
FB0299
FB029923.CDF
cdf-fecal
FB0299
FB029924.CDF
cdf-fecal
FB0299
FB029925.CDF
cdf-fecal
FB0299
FB029926.CDF
cdf-fecal
FB0299
FB029927.CDF
cdf-fecal
FB0299
FB029928.CDF
cdf-fecal
FB0299
FB029929.CDF
cdf-fecal
FB0299
FB029930.CDF
cdf-fecal
FB0299
FB029931.CDF
cdf-fecal
FB0299
FB029932.CDF
cdf-fecal
FB0299
FB029933.CDF
cdf-fecal
FB0299
FB029934.CDF
cdf-fecal
FB0299
FB029935.CDF
cdf-fecal
FB0299
FB029936.CDF
cdf-fecal
FB0299
FB029937.CDF
cdf-fecal
FB0300
FB030001.CDF
cdf-fecal
FB0300
FB030002.CDF
cdf-fecal
FB0300
FB030003.CDF
cdf-fecal
FB0300
FB030004.CDF
cdf-fecal
FB0300
FB030005.CDF
cdf-fecal
FB0300
FB030006.CDF
cdf-fecal
FB0300
FB030007.CDF
cdf-fecal
FB0300
FB030008.CDF
cdf-fecal
FB0300
FB030009.CDF
cdf-fecal
FB0300
FB030010.CDF
cdf-fecal
FB0300
FB030011.CDF
cdf-fecal
FB0300
FB030012.CDF
cdf-fecal
FB0300
FB030013.CDF
cdf-fecal
FB0300
FB030014.CDF
cdf-fecal
FB0300
FB030015.CDF
cdf-fecal
FB0300
FB030016.CDF
cdf-fecal
FB0300
FB030017.CDF
cdf-fecal
FB0300
FB030018.CDF
cdf-fecal
FB0300
FB030019.CDF
cdf-fecal
FB0300
FB030020.CDF
cdf-fecal
FB0300
FB030021.CDF
cdf-fecal
FB0300
FB030022.CDF
cdf-fecal
FB0300
FB030023.CDF
cdf-fecal
FB0300
FB030024.CDF
cdf-fecal
FB0300
FB030025.CDF
cdf-fecal
FB0300
FB030026.CDF
cdf-fecal
FB0300
FB030027.CDF
cdf-fecal
FB0300
FB030028.CDF
cdf-fecal
FB0300
FB030029.CDF
cdf-fecal
FB0300
FB030030.CDF
cdf-fecal
FB0300
FB030031.CDF
cdf-fecal
FB0300
FB030032.CDF
cdf-fecal
FB0300
FB030033.CDF
cdf-fecal
FB0300
FB030034.CDF
cdf-fecal
FB0300
FB030035.CDF
cdf-fecal
FB0300
FB030036.CDF
cdf-fecal
FB0300
FB030037.CDF
cdf-fecal
FB0301
FB030101.CDF
cdf-fecal
FB0301
FB030102.CDF
cdf-fecal
FB0301
FB030103.CDF
cdf-fecal
FB0301
FB030104.CDF
cdf-fecal
FB0301
FB030105.CDF
cdf-fecal
FB0301
FB030106.CDF
cdf-fecal
FB0301
FB030107.CDF
cdf-fecal
FB0301
FB030108.CDF
cdf-fecal
FB0301
FB030109.CDF
cdf-fecal
FB0301
FB030110.CDF
cdf-fecal
FB0301
FB030111.CDF
cdf-fecal
FB0301
FB030112.CDF
cdf-fecal
FB0301
FB030113.CDF
cdf-fecal
FB0301
FB030114.CDF
cdf-fecal
FB0301
FB030115.CDF
cdf-fecal
FB0301
FB030116.CDF
cdf-fecal
FB0301
FB030117.CDF
cdf-fecal
FB0301
FB030118.CDF
cdf-fecal
FB0301
FB030119.CDF
cdf-fecal
FB0301
FB030120.CDF
cdf-fecal
FB0301
FB030121.CDF
cdf-fecal
FB0301
FB030122.CDF
cdf-fecal
FB0301
FB030123.CDF
cdf-fecal
FB0301
FB030124.CDF
cdf-fecal
FB0301
FB030125.CDF
cdf-fecal
FB0301
FB030126.CDF
cdf-fecal
FB0301
FB030127.CDF
cdf-fecal
FB0301
FB030128.CDF
cdf-fecal
FB0301
FB030129.CDF
cdf-fecal
FB0301
FB030130.CDF
cdf-fecal
FB0301
FB030131.CDF
cdf-fecal
FB0301
FB030132.CDF
cdf-fecal
FB0301
FB030133.CDF
cdf-fecal
FB0301
FB030134.CDF
cdf-fecal
FB0301
FB030135.CDF
cdf-fecal
FB0301
FB030136.CDF
cdf-fecal
FB0301
FB030137.CDF
cdf-fecal
FB0302
FB030201.CDF
cdf-fecal
FB0302
FB030202.CDF
cdf-fecal
FB0302
FB030203.CDF
cdf-fecal
FB0302
FB030204.CDF
cdf-fecal
FB0302
FB030205.CDF
cdf-fecal
FB0302
FB030206.CDF
cdf-fecal
FB0302
FB030207.CDF
cdf-fecal
FB0302
FB030208.CDF
cdf-fecal
FB0302
FB030209.CDF
cdf-fecal
FB0302
FB030210.CDF
cdf-fecal
FB0302
FB030211.CDF
cdf-fecal
FB0302
FB030212.CDF
cdf-fecal
FB0302
FB030213.CDF
cdf-fecal
FB0302
FB030214.CDF
cdf-fecal
FB0302
FB030215.CDF
cdf-fecal
FB0302
FB030216.CDF
cdf-fecal
FB0302
FB030217.CDF
cdf-fecal
FB0302
FB030218.CDF
cdf-fecal
FB0302
FB030219.CDF
cdf-fecal
FB0302
FB030220.CDF
cdf-fecal
FB0302
FB030221.CDF
cdf-fecal
FB0302
FB030222.CDF
cdf-fecal
FB0302
FB030223.CDF
cdf-fecal
FB0302
FB030224.CDF
cdf-fecal
FB0302
FB030225.CDF
cdf-fecal
FB0302
FB030226.CDF
cdf-fecal
FB0302
FB030227.CDF
cdf-fecal
FB0302
FB030228.CDF
cdf-fecal
FB0302
FB030229.CDF
cdf-fecal
FB0302
FB030230.CDF
cdf-fecal
FB0302
FB030231.CDF
cdf-fecal
FB0302
FB030232.CDF
cdf-fecal
FB0302
FB030233.CDF
cdf-fecal
FB0302
FB030234.CDF
cdf-fecal
FB0302
FB030235.CDF
cdf-fecal
FB0302
FB030236.CDF
cdf-fecal
FB0302
FB030237.CDF
cdf-fecal
FB0303
FB030301.CDF
cdf-fecal
FB0303
FB030302.CDF
cdf-fecal
FB0303
FB030303.CDF
cdf-fecal
FB0303
FB030304.CDF
cdf-fecal
FB0303
FB030305.CDF
cdf-fecal
FB0303
FB030306.CDF
cdf-fecal
FB0303
FB030307.CDF
cdf-fecal
FB0303
FB030308.CDF
cdf-fecal
FB0303
FB030309.CDF
cdf-fecal
FB0303
FB030310.CDF
cdf-fecal
FB0303
FB030311.CDF
cdf-fecal
FB0303
FB030312.CDF
cdf-fecal
FB0303
FB030313.CDF
cdf-fecal
FB0303
FB030314.CDF
cdf-fecal
FB0303
FB030315.CDF
cdf-fecal
FB0303
FB030316.CDF
cdf-fecal
FB0303
FB030317.CDF
cdf-fecal
FB0303
FB030318.CDF
cdf-fecal
FB0303
FB030319.CDF
cdf-fecal
FB0303
FB030320.CDF
cdf-fecal
FB0303
FB030321.CDF
cdf-fecal
FB0303
FB030322.CDF
cdf-fecal
FB0303
FB030323.CDF
cdf-fecal
FB0303
FB030324.CDF
cdf-fecal
FB0303
FB030325.CDF
cdf-fecal
FB0303
FB030326.CDF
cdf-fecal
FB0303
FB030327.CDF
cdf-fecal
FB0303
FB030328.CDF
cdf-fecal
FB0303
FB030329.CDF
cdf-fecal
FB0303
FB030330.CDF
cdf-fecal
FB0303
FB030331.CDF
cdf-fecal
FB0303
FB030332.CDF
cdf-fecal
FB0303
FB030333.CDF
cdf-fecal
FB0303
FB030334.CDF
cdf-fecal
FB0303
FB030335.CDF
cdf-fecal
FB0303
FB030336.CDF
cdf-fecal
FB0303
FB030337.CDF
cdf-fecal
FB0304
FB030401.CDF
cdf-fecal
FB0304
FB030402.CDF
cdf-fecal
FB0304
FB030403.CDF
cdf-fecal
FB0304
FB030404.CDF
cdf-fecal
FB0304
FB030405.CDF
cdf-fecal
FB0304
FB030406.CDF
cdf-fecal
FB0304
FB030407.CDF
cdf-fecal
FB0304
FB030408.CDF
cdf-fecal
FB0304
FB030409.CDF
cdf-fecal
FB0304
FB030410.CDF
cdf-fecal
FB0304
FB030411.CDF
cdf-fecal
FB0304
FB030412.CDF
cdf-fecal
FB0304
FB030413.CDF
cdf-fecal
FB0304
FB030414.CDF
cdf-fecal
FB0304
FB030415.CDF
cdf-fecal
FB0304
FB030416.CDF
cdf-fecal
FB0304
FB030417.CDF
cdf-fecal
FB0304
FB030418.CDF
cdf-fecal
FB0304
FB030419.CDF
cdf-fecal
FB0304
FB030420.CDF
cdf-fecal
FB0304
FB030421.CDF
cdf-fecal
FB0304
FB030422.CDF
cdf-fecal
FB0304
FB030423.CDF
cdf-fecal
FB0304
FB030424.CDF
cdf-fecal
FB0304
FB030425.CDF
cdf-fecal
FB0304
FB030426.CDF
cdf-fecal
FB0304
FB030427.CDF
cdf-fecal
FB0304
FB030428.CDF
cdf-fecal
FB0304
FB030429.CDF
cdf-fecal
FB0304
FB030430.CDF
cdf-fecal
FB0304
FB030431.CDF
cdf-fecal
FB0304
FB030432.CDF
cdf-fecal
FB0304
FB030433.CDF
cdf-fecal
FB0304
FB030434.CDF
cdf-fecal
FB0304
FB030435.CDF
cdf-fecal
FB0304
FB030436.CDF
cdf-fecal
FB0304
FB030437.CDF
cdf-fecal
FB0305
FB030501.CDF
cdf-fecal
FB0305
FB030502.CDF
cdf-fecal
FB0305
FB030503.CDF
cdf-fecal
FB0305
FB030504.CDF
cdf-fecal
FB0305
FB030505.CDF
cdf-fecal
FB0305
FB030506.CDF
cdf-fecal
FB0305
FB030507.CDF
cdf-fecal
FB0305
FB030508.CDF
cdf-fecal
FB0305
FB030509.CDF
cdf-fecal
FB0305
FB030510.CDF
cdf-fecal
FB0305
FB030511.CDF
cdf-fecal
FB0305
FB030512.CDF
cdf-fecal
FB0305
FB030513.CDF
cdf-fecal
FB0305
FB030514.CDF
cdf-fecal
FB0305
FB030515.CDF
cdf-fecal
FB0305
FB030516.CDF
cdf-fecal
FB0305
FB030517.CDF
cdf-fecal
FB0305
FB030518.CDF
cdf-fecal
FB0305
FB030519.CDF
cdf-fecal
FB0305
FB030520.CDF
cdf-fecal
FB0305
FB030521.CDF
cdf-fecal
FB0305
FB030522.CDF
cdf-fecal
FB0305
FB030523.CDF
cdf-fecal
FB0305
FB030524.CDF
cdf-fecal
FB0305
FB030525.CDF
cdf-fecal
FB0305
FB030526.CDF
cdf-fecal
FB0305
FB030527.CDF
cdf-fecal
FB0305
FB030528.CDF
cdf-fecal
FB0305
FB030529.CDF
cdf-fecal
FB0305
FB030530.CDF
cdf-fecal
FB0305
FB030531.CDF
cdf-fecal
FB0305
FB030532.CDF
cdf-fecal
FB0305
FB030533.CDF
cdf-fecal
FB0305
FB030534.CDF
cdf-fecal
FB0305
FB030535.CDF
cdf-fecal
FB0305
FB030536.CDF
cdf-fecal
FB0305
FB030537.CDF
cdf-fecal
FB0306
FB030601.CDF
cdf-fecal
FB0306
FB030602.CDF
cdf-fecal
FB0306
FB030603.CDF
cdf-fecal
FB0306
FB030604.CDF
cdf-fecal
FB0306
FB030605.CDF
cdf-fecal
FB0306
FB030606.CDF
cdf-fecal
FB0306
FB030607.CDF
cdf-fecal
FB0306
FB030608.CDF
cdf-fecal
FB0306
FB030609.CDF
cdf-fecal
FB0306
FB030610.CDF
cdf-fecal
FB0306
FB030611.CDF
cdf-fecal
FB0306
FB030612.CDF
cdf-fecal
FB0306
FB030613.CDF
cdf-fecal
FB0306
FB030614.CDF
cdf-fecal
FB0306
FB030615.CDF
cdf-fecal
FB0306
FB030616.CDF
cdf-fecal
FB0306
FB030617.CDF
cdf-fecal
FB0306
FB030618.CDF
cdf-fecal
FB0306
FB030619.CDF
cdf-fecal
FB0306
FB030620.CDF
cdf-fecal
FB0306
FB030621.CDF
cdf-fecal
FB0306
FB030622.CDF
cdf-fecal
FB0306
FB030623.CDF
cdf-fecal
FB0306
FB030624.CDF
cdf-fecal
FB0306
FB030625.CDF
cdf-fecal
FB0306
FB030626.CDF
cdf-fecal
FB0306
FB030627.CDF
cdf-fecal
FB0306
FB030628.CDF
cdf-fecal
FB0306
FB030629.CDF
cdf-fecal
FB0306
FB030630.CDF
cdf-fecal
FB0306
FB030631.CDF
cdf-fecal
FB0306
FB030632.CDF
cdf-fecal
FB0306
FB030633.CDF
cdf-fecal
FB0306
FB030634.CDF
cdf-fecal
FB0306
FB030635.CDF
cdf-fecal
FB0306
FB030636.CDF
cdf-fecal
FB0306
FB030637.CDF
cdf-fecal
FB0307
FB030701.CDF
cdf-fecal
FB0307
FB030702.CDF
cdf-fecal
FB0307
FB030703.CDF
cdf-fecal
FB0307
FB030704.CDF
cdf-fecal
FB0307
FB030705.CDF
cdf-fecal
FB0307
FB030706.CDF
cdf-fecal
FB0307
FB030707.CDF
cdf-fecal
FB0307
FB030708.CDF
cdf-fecal
FB0307
FB030709.CDF
cdf-fecal
FB0307
FB030710.CDF
cdf-fecal
FB0307
FB030711.CDF
cdf-fecal
FB0307
FB030712.CDF
cdf-fecal
FB0307
FB030713.CDF
cdf-fecal
FB0307
FB030714.CDF
cdf-fecal
FB0307
FB030715.CDF
cdf-fecal
FB0307
FB030716.CDF
cdf-fecal
FB0307
FB030717.CDF
cdf-fecal
FB0307
FB030718.CDF
cdf-fecal
FB0307
FB030719.CDF
cdf-fecal
FB0307
FB030720.CDF
cdf-fecal
FB0307
FB030721.CDF
cdf-fecal
FB0307
FB030722.CDF
cdf-fecal
FB0307
FB030723.CDF
cdf-fecal
FB0307
FB030724.CDF
cdf-fecal
FB0307
FB030725.CDF
cdf-fecal
FB0307
FB030726.CDF
cdf-fecal
FB0307
FB030727.CDF
cdf-fecal
FB0307
FB030728.CDF
cdf-fecal
FB0307
FB030729.CDF
cdf-fecal
FB0307
FB030730.CDF
cdf-fecal
FB0307
FB030731.CDF
cdf-fecal
FB0307
FB030732.CDF
cdf-fecal
FB0307
FB030733.CDF
cdf-fecal
FB0307
FB030734.CDF
cdf-fecal
FB0307
FB030735.CDF
cdf-fecal
FB0307
FB030736.CDF
cdf-fecal
FB0307
FB030737.CDF
cdf-fecal
FB0308
FB030801.CDF
cdf-fecal
FB0308
FB030802.CDF
cdf-fecal
FB0308
FB030803.CDF
cdf-fecal
FB0308
FB030804.CDF
cdf-fecal
FB0308
FB030805.CDF
cdf-fecal
FB0308
FB030806.CDF
cdf-fecal
FB0308
FB030807.CDF
cdf-fecal
FB0308
FB030808.CDF
cdf-fecal
FB0308
FB030809.CDF
cdf-fecal
FB0308
FB030810.CDF
cdf-fecal
FB0308
FB030811.CDF
cdf-fecal
FB0308
FB030812.CDF
cdf-fecal
FB0308
FB030813.CDF
cdf-fecal
FB0308
FB030814.CDF
cdf-fecal
FB0308
FB030815.CDF
cdf-fecal
FB0308
FB030816.CDF
cdf-fecal
FB0308
FB030817.CDF
cdf-fecal
FB0308
FB030818.CDF
cdf-fecal
FB0308
FB030819.CDF
cdf-fecal
FB0308
FB030820.CDF
cdf-fecal
FB0308
FB030821.CDF
cdf-fecal
FB0308
FB030822.CDF
cdf-fecal
FB0308
FB030823.CDF
cdf-fecal
FB0308
FB030824.CDF
cdf-fecal
FB0308
FB030825.CDF
cdf-fecal
FB0308
FB030826.CDF
cdf-fecal
FB0308
FB030827.CDF
cdf-fecal
FB0308
FB030828.CDF
cdf-fecal
FB0308
FB030829.CDF
cdf-fecal
FB0308
FB030830.CDF
cdf-fecal
FB0308
FB030831.CDF
cdf-fecal
FB0308
FB030832.CDF
cdf-fecal
FB0308
FB030833.CDF
cdf-fecal
FB0308
FB030834.CDF
cdf-fecal
FB0308
FB030835.CDF
cdf-fecal
FB0308
FB030836.CDF
cdf-fecal
FB0308
FB030837.CDF
cdf-fecal
FB0309
FB030901.CDF
cdf-fecal
FB0309
FB030902.CDF
cdf-fecal
FB0309
FB030903.CDF
cdf-fecal
FB0309
FB030904.CDF
cdf-fecal
FB0309
FB030905.CDF
cdf-fecal
FB0309
FB030906.CDF
cdf-fecal
FB0309
FB030907.CDF
cdf-fecal
FB0309
FB030908.CDF
cdf-fecal
FB0309
FB030909.CDF
cdf-fecal
FB0309
FB030910.CDF
cdf-fecal
FB0309
FB030911.CDF
cdf-fecal
FB0309
FB030912.CDF
cdf-fecal
FB0309
FB030913.CDF
cdf-fecal
FB0309
FB030914.CDF
cdf-fecal
FB0309
FB030915.CDF
cdf-fecal
FB0309
FB030916.CDF
cdf-fecal
FB0309
FB030917.CDF
cdf-fecal
FB0309
FB030918.CDF
cdf-fecal
FB0309
FB030919.CDF
cdf-fecal
FB0309
FB030920.CDF
cdf-fecal
FB0309
FB030921.CDF
cdf-fecal
FB0309
FB030922.CDF
cdf-fecal
FB0309
FB030923.CDF
cdf-fecal
FB0309
FB030924.CDF
cdf-fecal
FB0309
FB030925.CDF
cdf-fecal
FB0309
FB030926.CDF
cdf-fecal
FB0309
FB030927.CDF
cdf-fecal
FB0309
FB030928.CDF
cdf-fecal
FB0309
FB030929.CDF
cdf-fecal
FB0309
FB030930.CDF
cdf-fecal
FB0309
FB030931.CDF
cdf-fecal
FB0309
FB030932.CDF
cdf-fecal
FB0309
FB030933.CDF
cdf-fecal
FB0309
FB030934.CDF
cdf-fecal
FB0309
FB030935.CDF
cdf-fecal
FB0309
FB030936.CDF
cdf-fecal
FB0309
FB030937.CDF
cdf-fecal
FB0310
FB031001.CDF
cdf-fecal
FB0310
FB031002.CDF
cdf-fecal
FB0310
FB031003.CDF
cdf-fecal
FB0310
FB031004.CDF
cdf-fecal
FB0310
FB031005.CDF
cdf-fecal
FB0310
FB031006.CDF
cdf-fecal
FB0310
FB031007.CDF
cdf-fecal
FB0310
FB031008.CDF
cdf-fecal
FB0310
FB031009.CDF
cdf-fecal
FB0310
FB031010.CDF
cdf-fecal
FB0310
FB031011.CDF
cdf-fecal
FB0310
FB031012.CDF
cdf-fecal
FB0310
FB031013.CDF
cdf-fecal
FB0310
FB031014.CDF
cdf-fecal
FB0310
FB031015.CDF
cdf-fecal
FB0310
FB031016.CDF
cdf-fecal
FB0310
FB031017.CDF
cdf-fecal
FB0310
FB031018.CDF
cdf-fecal
FB0310
FB031019.CDF
cdf-fecal
FB0310
FB031020.CDF
cdf-fecal
FB0310
FB031021.CDF
cdf-fecal
FB0310
FB031022.CDF
cdf-fecal
FB0310
FB031023.CDF
cdf-fecal
FB0310
FB031024.CDF
cdf-fecal
FB0310
FB031025.CDF
cdf-fecal
FB0310
FB031026.CDF
cdf-fecal
FB0310
FB031027.CDF
cdf-fecal
FB0310
FB031028.CDF
cdf-fecal
FB0310
FB031029.CDF
cdf-fecal
FB0310
FB031030.CDF
cdf-fecal
FB0310
FB031031.CDF
cdf-fecal
FB0310
FB031032.CDF
cdf-fecal
FB0310
FB031033.CDF
cdf-fecal
FB0310
FB031034.CDF
cdf-fecal
FB0310
FB031035.CDF
cdf-fecal
FB0310
FB031036.CDF
cdf-fecal
FB0310
FB031037.CDF
cdf-fecal
FB0311
FB031101.CDF
cdf-fecal
FB0311
FB031102.CDF
cdf-fecal
FB0311
FB031103.CDF
cdf-fecal
FB0311
FB031104.CDF
cdf-fecal
FB0311
FB031105.CDF
cdf-fecal
FB0311
FB031106.CDF
cdf-fecal
FB0311
FB031107.CDF
cdf-fecal
FB0311
FB031108.CDF
cdf-fecal
FB0311
FB031109.CDF
cdf-fecal
FB0311
FB031110.CDF
cdf-fecal
FB0311
FB031111.CDF
cdf-fecal
FB0311
FB031112.CDF
cdf-fecal
FB0311
FB031113.CDF
cdf-fecal
FB0311
FB031114.CDF
cdf-fecal
FB0311
FB031115.CDF
cdf-fecal
FB0311
FB031116.CDF
cdf-fecal
FB0311
FB031117.CDF
cdf-fecal
FB0311
FB031118.CDF
cdf-fecal
FB0311
FB031119.CDF
cdf-fecal
FB0311
FB031120.CDF
cdf-fecal
FB0311
FB031121.CDF
cdf-fecal
FB0311
FB031122.CDF
cdf-fecal
FB0311
FB031123.CDF
cdf-fecal
FB0311
FB031124.CDF
cdf-fecal
FB0311
FB031125.CDF
cdf-fecal
FB0311
FB031126.CDF
cdf-fecal
FB0311
FB031127.CDF
cdf-fecal
FB0311
FB031128.CDF
cdf-fecal
FB0311
FB031129.CDF
cdf-fecal
FB0311
FB031130.CDF
cdf-fecal
FB0311
FB031131.CDF
cdf-fecal
FB0311
FB031132.CDF
cdf-fecal
FB0311
FB031133.CDF
cdf-fecal
FB0311
FB031134.CDF
cdf-fecal
FB0311
FB031135.CDF
cdf-fecal
FB0311
FB031136.CDF
cdf-fecal
FB0311
FB031137.CDF
cdf-fecal
FB0312
FB031201.CDF
cdf-fecal
FB0312
FB031202.CDF
cdf-fecal
FB0312
FB031203.CDF
cdf-fecal
FB0312
FB031204.CDF
cdf-fecal
FB0312
FB031205.CDF
cdf-fecal
FB0312
FB031206.CDF
cdf-fecal
FB0312
FB031207.CDF
cdf-fecal
FB0312
FB031208.CDF
cdf-fecal
FB0312
FB031209.CDF
cdf-fecal
FB0312
FB031210.CDF
cdf-fecal
FB0312
FB031211.CDF
cdf-fecal
FB0312
FB031212.CDF
cdf-fecal
FB0312
FB031213.CDF
cdf-fecal
FB0312
FB031214.CDF
cdf-fecal
FB0312
FB031215.CDF
cdf-fecal
FB0312
FB031216.CDF
cdf-fecal
FB0312
FB031217.CDF
cdf-fecal
FB0312
FB031218.CDF
cdf-fecal
FB0312
FB031219.CDF
cdf-fecal
FB0312
FB031220.CDF
cdf-fecal
FB0312
FB031221.CDF
cdf-fecal
FB0312
FB031222.CDF
cdf-fecal
FB0312
FB031223.CDF
cdf-fecal
FB0312
FB031224.CDF
cdf-fecal
FB0312
FB031225.CDF
cdf-fecal
FB0312
FB031226.CDF
cdf-fecal
FB0312
FB031227.CDF
cdf-fecal
FB0312
FB031228.CDF
cdf-fecal
FB0312
FB031229.CDF
cdf-fecal
FB0312
FB031230.CDF
cdf-fecal
FB0312
FB031231.CDF
cdf-fecal
FB0312
FB031232.CDF
cdf-fecal
FB0312
FB031233.CDF
cdf-fecal
FB0312
FB031234.CDF
cdf-fecal
FB0312
FB031235.CDF
cdf-fecal
FB0312
FB031236.CDF
cdf-fecal
FB0312
FB031237.CDF
cdf-fecal
FB0313
FB031301.CDF
cdf-fecal
FB0313
FB031302.CDF
cdf-fecal
FB0313
FB031303.CDF
cdf-fecal
FB0313
FB031304.CDF
cdf-fecal
FB0313
FB031305.CDF
cdf-fecal
FB0313
FB031306.CDF
cdf-fecal
FB0313
FB031307.CDF
cdf-fecal
FB0313
FB031308.CDF
cdf-fecal
FB0313
FB031309.CDF
cdf-fecal
FB0313
FB031310.CDF
cdf-fecal
FB0313
FB031311.CDF
cdf-fecal
FB0313
FB031312.CDF
cdf-fecal
FB0313
FB031313.CDF
cdf-fecal
FB0313
FB031314.CDF
cdf-fecal
FB0313
FB031315.CDF
cdf-fecal
FB0313
FB031316.CDF
cdf-fecal
FB0313
FB031317.CDF
cdf-fecal
FB0313
FB031318.CDF
cdf-fecal
FB0313
FB031319.CDF
cdf-fecal
FB0313
FB031320.CDF
cdf-fecal
FB0313
FB031321.CDF
cdf-fecal
FB0313
FB031322.CDF
cdf-fecal
FB0313
FB031323.CDF
cdf-fecal
FB0313
FB031324.CDF
cdf-fecal
FB0313
FB031325.CDF
cdf-fecal
FB0313
FB031326.CDF
cdf-fecal
FB0313
FB031327.CDF
cdf-fecal
FB0313
FB031328.CDF
cdf-fecal
FB0313
FB031329.CDF
cdf-fecal
FB0313
FB031330.CDF
cdf-fecal
FB0313
FB031331.CDF
cdf-fecal
FB0313
FB031332.CDF
cdf-fecal
FB0313
FB031333.CDF
cdf-fecal
FB0313
FB031334.CDF
cdf-fecal
FB0313
FB031335.CDF
cdf-fecal
FB0313
FB031336.CDF
cdf-fecal
FB0313
FB031337.CDF
cdf-fecal
FB0314
FB031401.CDF
cdf-fecal
FB0314
FB031402.CDF
cdf-fecal
FB0314
FB031403.CDF
cdf-fecal
FB0314
FB031404.CDF
cdf-fecal
FB0314
FB031405.CDF
cdf-fecal
FB0314
FB031406.CDF
cdf-fecal
FB0314
FB031407.CDF
cdf-fecal
FB0314
FB031408.CDF
cdf-fecal
FB0314
FB031409.CDF
cdf-fecal
FB0314
FB031410.CDF
cdf-fecal
FB0314
FB031411.CDF
cdf-fecal
FB0314
FB031412.CDF
cdf-fecal
FB0314
FB031413.CDF
cdf-fecal
FB0314
FB031414.CDF
cdf-fecal
FB0314
FB031415.CDF
cdf-fecal
FB0314
FB031416.CDF
cdf-fecal
FB0314
FB031417.CDF
cdf-fecal
FB0314
FB031418.CDF
cdf-fecal
FB0314
FB031419.CDF
cdf-fecal
FB0314
FB031420.CDF
cdf-fecal
FB0314
FB031421.CDF
cdf-fecal
FB0314
FB031422.CDF
cdf-fecal
FB0314
FB031423.CDF
cdf-fecal
FB0314
FB031424.CDF
cdf-fecal
FB0314
FB031425.CDF
cdf-fecal
FB0314
FB031426.CDF
cdf-fecal
FB0314
FB031427.CDF
cdf-fecal
FB0314
FB031428.CDF
cdf-fecal
FB0314
FB031429.CDF
cdf-fecal
FB0314
FB031430.CDF
cdf-fecal
FB0314
FB031431.CDF
cdf-fecal
FB0314
FB031432.CDF
cdf-fecal
FB0314
FB031433.CDF
cdf-fecal
FB0314
FB031434.CDF
cdf-fecal
FB0314
FB031435.CDF
cdf-fecal
FB0314
FB031436.CDF
cdf-fecal
FB0314
FB031437.CDF
cdf-fecal
FB0315
FB031501.CDF
cdf-fecal
FB0315
FB031502.CDF
cdf-fecal
FB0315
FB031503.CDF
cdf-fecal
FB0315
FB031504.CDF
cdf-fecal
FB0315
FB031505.CDF
cdf-fecal
FB0315
FB031506.CDF
cdf-fecal
FB0315
FB031507.CDF
cdf-fecal
FB0315
FB031508.CDF
cdf-fecal
FB0315
FB031509.CDF
cdf-fecal
FB0315
FB031510.CDF
cdf-fecal
FB0315
FB031511.CDF
cdf-fecal
FB0315
FB031512.CDF
cdf-fecal
FB0315
FB031513.CDF
cdf-fecal
FB0315
FB031514.CDF
cdf-fecal
FB0315
FB031515.CDF
cdf-fecal
FB0315
FB031516.CDF
cdf-fecal
FB0315
FB031517.CDF
cdf-fecal
FB0315
FB031518.CDF
cdf-fecal
FB0315
FB031519.CDF
cdf-fecal
FB0315
FB031520.CDF
cdf-fecal
FB0315
FB031521.CDF
cdf-fecal
FB0315
FB031522.CDF
cdf-fecal
FB0315
FB031523.CDF
cdf-fecal
FB0315
FB031524.CDF
cdf-fecal
FB0315
FB031525.CDF
cdf-fecal
FB0315
FB031526.CDF
cdf-fecal
FB0315
FB031527.CDF
cdf-fecal
FB0315
FB031528.CDF
cdf-fecal
FB0315
FB031529.CDF
cdf-fecal
FB0315
FB031530.CDF
cdf-fecal
FB0315
FB031531.CDF
cdf-fecal
FB0315
FB031532.CDF
cdf-fecal
FB0315
FB031533.CDF
cdf-fecal
FB0315
FB031534.CDF
cdf-fecal
FB0315
FB031535.CDF
cdf-fecal
FB0315
FB031536.CDF
cdf-fecal
FB0315
FB031537.CDF
cdf-fecal
FB0316
FB031601.CDF
cdf-fecal
FB0316
FB031602.CDF
cdf-fecal
FB0316
FB031603.CDF
cdf-fecal
FB0316
FB031604.CDF
cdf-fecal
FB0316
FB031605.CDF
cdf-fecal
FB0316
FB031606.CDF
cdf-fecal
FB0316
FB031607.CDF
cdf-fecal
FB0316
FB031608.CDF
cdf-fecal
FB0316
FB031609.CDF
cdf-fecal
FB0316
FB031610.CDF
cdf-fecal
FB0316
FB031611.CDF
cdf-fecal
FB0316
FB031612.CDF
cdf-fecal
FB0316
FB031613.CDF
cdf-fecal
FB0316
FB031614.CDF
cdf-fecal
FB0316
FB031615.CDF
cdf-fecal
FB0316
FB031616.CDF
cdf-fecal
FB0316
FB031617.CDF
cdf-fecal
FB0316
FB031618.CDF
cdf-fecal
FB0316
FB031619.CDF
cdf-fecal
FB0316
FB031620.CDF
cdf-fecal
FB0316
FB031621.CDF
cdf-fecal
FB0316
FB031622.CDF
cdf-fecal
FB0316
FB031623.CDF
cdf-fecal
FB0316
FB031624.CDF
cdf-fecal
FB0316
FB031625.CDF
cdf-fecal
FB0316
FB031626.CDF
cdf-fecal
FB0316
FB031627.CDF
cdf-fecal
FB0316
FB031628.CDF
cdf-fecal
FB0316
FB031629.CDF
cdf-fecal
FB0316
FB031630.CDF
cdf-fecal
FB0316
FB031631.CDF
cdf-fecal
FB0316
FB031632.CDF
cdf-fecal
FB0316
FB031633.CDF
cdf-fecal
FB0316
FB031634.CDF
cdf-fecal
FB0316
FB031635.CDF
cdf-fecal
FB0316
FB031636.CDF
cdf-fecal
FB0316
FB031637.CDF
cdf-fecal
FB0317
FB031701.CDF
cdf-fecal
FB0317
FB031702.CDF
cdf-fecal
FB0317
FB031703.CDF
cdf-fecal
FB0317
FB031704.CDF
cdf-fecal
FB0317
FB031705.CDF
cdf-fecal
FB0317
FB031706.CDF
cdf-fecal
FB0317
FB031707.CDF
cdf-fecal
FB0317
FB031708.CDF
cdf-fecal
FB0317
FB031709.CDF
cdf-fecal
FB0317
FB031710.CDF
cdf-fecal
FB0317
FB031711.CDF
cdf-fecal
FB0317
FB031712.CDF
cdf-fecal
FB0317
FB031713.CDF
cdf-fecal
FB0317
FB031714.CDF
cdf-fecal
FB0317
FB031715.CDF
cdf-fecal
FB0317
FB031716.CDF
cdf-fecal
FB0317
FB031717.CDF
cdf-fecal
FB0317
FB031718.CDF
cdf-fecal
FB0317
FB031719.CDF
cdf-fecal
FB0317
FB031720.CDF
cdf-fecal
FB0317
FB031721.CDF
cdf-fecal
FB0317
FB031722.CDF
cdf-fecal
FB0317
FB031723.CDF
cdf-fecal
FB0317
FB031724.CDF
cdf-fecal
FB0317
FB031725.CDF
cdf-fecal
FB0317
FB031726.CDF
cdf-fecal
FB0317
FB031727.CDF
cdf-fecal
FB0317
FB031728.CDF
cdf-fecal
FB0317
FB031729.CDF
cdf-fecal
FB0317
FB031730.CDF
cdf-fecal
FB0317
FB031731.CDF
cdf-fecal
FB0317
FB031732.CDF
cdf-fecal
FB0317
FB031733.CDF
cdf-fecal
FB0317
FB031734.CDF
cdf-fecal
FB0317
FB031735.CDF
cdf-fecal
FB0317
FB031736.CDF
cdf-fecal
FB0317
FB031737.CDF
cdf-fecal
FB0318
FB031801.CDF
cdf-fecal
FB0318
FB031802.CDF
cdf-fecal
FB0318
FB031803.CDF
cdf-fecal
FB0318
FB031804.CDF
cdf-fecal
FB0318
FB031805.CDF
cdf-fecal
FB0318
FB031806.CDF
cdf-fecal
FB0318
FB031807.CDF
cdf-fecal
FB0318
FB031808.CDF
cdf-fecal
FB0318
FB031809.CDF
cdf-fecal
FB0318
FB031810.CDF
cdf-fecal
FB0318
FB031811.CDF
cdf-fecal
FB0318
FB031812.CDF
cdf-fecal
FB0318
FB031813.CDF
cdf-fecal
FB0318
FB031814.CDF
cdf-fecal
FB0318
FB031815.CDF
cdf-fecal
FB0318
FB031816.CDF
cdf-fecal
FB0318
FB031817.CDF
cdf-fecal
FB0318
FB031818.CDF
cdf-fecal
FB0318
FB031819.CDF
cdf-fecal
FB0318
FB031820.CDF
cdf-fecal
FB0318
FB031821.CDF
cdf-fecal
FB0318
FB031822.CDF
cdf-fecal
FB0318
FB031823.CDF
cdf-fecal
FB0318
FB031824.CDF
cdf-fecal
FB0318
FB031825.CDF
cdf-fecal
FB0318
FB031826.CDF
cdf-fecal
FB0318
FB031827.CDF
cdf-fecal
FB0318
FB031828.CDF
cdf-fecal
FB0318
FB031829.CDF
cdf-fecal
FB0318
FB031830.CDF
cdf-fecal
FB0318
FB031831.CDF
cdf-fecal
FB0318
FB031832.CDF
cdf-fecal
FB0318
FB031833.CDF
cdf-fecal
FB0318
FB031834.CDF
cdf-fecal
FB0318
FB031835.CDF
cdf-fecal
FB0318
FB031836.CDF
cdf-fecal
FB0318
FB031837.CDF
cdf-fecal
FB0319
FB031901.CDF
cdf-fecal
FB0319
FB031902.CDF
cdf-fecal
FB0319
FB031903.CDF
cdf-fecal
FB0319
FB031904.CDF
cdf-fecal
FB0319
FB031905.CDF
cdf-fecal
FB0319
FB031906.CDF
cdf-fecal
FB0319
FB031907.CDF
cdf-fecal
FB0319
FB031908.CDF
cdf-fecal
FB0319
FB031909.CDF
cdf-fecal
FB0319
FB031910.CDF
cdf-fecal
FB0319
FB031911.CDF
cdf-fecal
FB0319
FB031912.CDF
cdf-fecal
FB0319
FB031913.CDF
cdf-fecal
FB0319
FB031914.CDF
cdf-fecal
FB0319
FB031915.CDF
cdf-fecal
FB0319
FB031916.CDF
cdf-fecal
FB0319
FB031917.CDF
cdf-fecal
FB0319
FB031918.CDF
cdf-fecal
FB0319
FB031919.CDF
cdf-fecal
FB0319
FB031920.CDF
cdf-fecal
FB0319
FB031921.CDF
cdf-fecal
FB0319
FB031922.CDF
cdf-fecal
FB0319
FB031923.CDF
cdf-fecal
FB0319
FB031924.CDF
cdf-fecal
FB0319
FB031925.CDF
cdf-fecal
FB0319
FB031926.CDF
cdf-fecal
FB0319
FB031927.CDF
cdf-fecal
FB0319
FB031928.CDF
cdf-fecal
FB0319
FB031929.CDF
cdf-fecal
FB0319
FB031930.CDF
cdf-fecal
FB0319
FB031931.CDF
cdf-fecal
FB0319
FB031932.CDF
cdf-fecal
FB0319
FB031933.CDF
cdf-fecal
FB0319
FB031934.CDF
cdf-fecal
FB0319
FB031935.CDF
cdf-fecal
FB0319
FB031936.CDF
cdf-fecal
FB0319
FB031937.CDF
cdf-fecal
FB0320
FB032001.CDF
cdf-fecal
FB0320
FB032002.CDF
cdf-fecal
FB0320
FB032003.CDF
cdf-fecal
FB0320
FB032004.CDF
cdf-fecal
FB0320
FB032005.CDF
cdf-fecal
FB0320
FB032006.CDF
cdf-fecal
FB0320
FB032007.CDF
cdf-fecal
FB0320
FB032008.CDF
cdf-fecal
FB0320
FB032009.CDF
cdf-fecal
FB0320
FB032010.CDF
cdf-fecal
FB0320
FB032011.CDF
cdf-fecal
FB0320
FB032012.CDF
cdf-fecal
FB0320
FB032013.CDF
cdf-fecal
FB0320
FB032014.CDF
cdf-fecal
FB0320
FB032015.CDF
cdf-fecal
FB0320
FB032016.CDF
cdf-fecal
FB0320
FB032017.CDF
cdf-fecal
FB0320
FB032018.CDF
cdf-fecal
FB0320
FB032019.CDF
cdf-fecal
FB0320
FB032020.CDF
cdf-fecal
FB0320
FB032021.CDF
cdf-fecal
FB0320
FB032022.CDF
cdf-fecal
FB0320
FB032023.CDF
cdf-fecal
FB0320
FB032024.CDF
cdf-fecal
FB0320
FB032025.CDF
cdf-fecal
FB0320
FB032026.CDF
cdf-fecal
FB0320
FB032027.CDF
cdf-fecal
FB0320
FB032028.CDF
cdf-fecal
FB0320
FB032029.CDF
cdf-fecal
FB0320
FB032030.CDF
cdf-fecal
FB0320
FB032031.CDF
cdf-fecal
FB0320
FB032032.CDF
cdf-fecal
FB0320
FB032033.CDF
cdf-fecal
FB0320
FB032034.CDF
cdf-fecal
FB0320
FB032035.CDF
cdf-fecal
FB0320
FB032036.CDF
cdf-fecal
FB0320
FB032037.CDF
cdf-fecal
FB0321
FB032101.CDF
cdf-fecal
FB0321
FB032102.CDF
cdf-fecal
FB0321
FB032103.CDF
cdf-fecal
FB0321
FB032104.CDF
cdf-fecal
FB0321
FB032105.CDF
cdf-fecal
FB0321
FB032106.CDF
cdf-fecal
FB0321
FB032107.CDF
cdf-fecal
FB0321
FB032108.CDF
cdf-fecal
FB0321
FB032109.CDF
cdf-fecal
FB0321
FB032110.CDF
cdf-fecal
FB0321
FB032111.CDF
cdf-fecal
FB0321
FB032112.CDF
cdf-fecal
FB0321
FB032113.CDF
cdf-fecal
FB0321
FB032114.CDF
cdf-fecal
FB0321
FB032115.CDF
cdf-fecal
FB0321
FB032116.CDF
cdf-fecal
FB0321
FB032117.CDF
cdf-fecal
FB0321
FB032118.CDF
cdf-fecal
FB0321
FB032119.CDF
cdf-fecal
FB0321
FB032120.CDF
cdf-fecal
FB0321
FB032121.CDF
cdf-fecal
FB0321
FB032122.CDF
cdf-fecal
FB0321
FB032123.CDF
cdf-fecal
FB0321
FB032124.CDF
cdf-fecal
FB0321
FB032125.CDF
cdf-fecal
FB0321
FB032126.CDF
cdf-fecal
FB0321
FB032127.CDF
cdf-fecal
FB0321
FB032128.CDF
cdf-fecal
FB0321
FB032129.CDF
cdf-fecal
FB0321
FB032130.CDF
cdf-fecal
FB0321
FB032131.CDF
cdf-fecal
FB0321
FB032132.CDF
cdf-fecal
FB0321
FB032133.CDF
cdf-fecal
FB0321
FB032134.CDF
cdf-fecal
FB0321
FB032135.CDF
cdf-fecal
FB0321
FB032136.CDF
cdf-fecal
FB0321
FB032137.CDF
cdf-fecal
FB0322
FB032201.CDF
cdf-fecal
FB0322
FB032202.CDF
cdf-fecal
FB0322
FB032203.CDF
cdf-fecal
FB0322
FB032204.CDF
cdf-fecal
FB0322
FB032205.CDF
cdf-fecal
FB0322
FB032206.CDF
cdf-fecal
FB0322
FB032207.CDF
cdf-fecal
FB0322
FB032208.CDF
cdf-fecal
FB0322
FB032209.CDF
cdf-fecal
FB0322
FB032210.CDF
cdf-fecal
FB0322
FB032211.CDF
cdf-fecal
FB0322
FB032212.CDF
cdf-fecal
FB0322
FB032213.CDF
cdf-fecal
FB0322
FB032214.CDF
cdf-fecal
FB0322
FB032215.CDF
cdf-fecal
FB0322
FB032216.CDF
cdf-fecal
FB0322
FB032217.CDF
cdf-fecal
FB0322
FB032218.CDF
cdf-fecal
FB0322
FB032219.CDF
cdf-fecal
FB0322
FB032220.CDF
cdf-fecal
FB0322
FB032221.CDF
cdf-fecal
FB0322
FB032222.CDF
cdf-fecal
FB0322
FB032223.CDF
cdf-fecal
FB0322
FB032224.CDF
cdf-fecal
FB0322
FB032225.CDF
cdf-fecal
FB0322
FB032226.CDF
cdf-fecal
FB0322
FB032227.CDF
cdf-fecal
FB0322
FB032228.CDF
cdf-fecal
FB0322
FB032229.CDF
cdf-fecal
FB0322
FB032230.CDF
cdf-fecal
FB0322
FB032231.CDF
cdf-fecal
FB0322
FB032232.CDF
cdf-fecal
FB0322
FB032233.CDF
cdf-fecal
FB0322
FB032234.CDF
cdf-fecal
FB0322
FB032235.CDF
cdf-fecal
FB0322
FB032236.CDF
cdf-fecal
FB0322
FB032237.CDF
cdf-fecal
FB0323
FB032301.CDF
cdf-fecal
FB0323
FB032302.CDF
cdf-fecal
FB0323
FB032303.CDF
cdf-fecal
FB0323
FB032304.CDF
cdf-fecal
FB0323
FB032305.CDF
cdf-fecal
FB0323
FB032306.CDF
cdf-fecal
FB0323
FB032307.CDF
cdf-fecal
FB0323
FB032308.CDF
cdf-fecal
FB0323
FB032309.CDF
cdf-fecal
FB0323
FB032310.CDF
cdf-fecal
FB0323
FB032311.CDF
cdf-fecal
FB0323
FB032312.CDF
cdf-fecal
FB0323
FB032313.CDF
cdf-fecal
FB0323
FB032314.CDF
cdf-fecal
FB0323
FB032315.CDF
cdf-fecal
FB0323
FB032316.CDF
cdf-fecal
FB0323
FB032317.CDF
cdf-fecal
FB0323
FB032318.CDF
cdf-fecal
FB0323
FB032319.CDF
cdf-fecal
FB0323
FB032320.CDF
cdf-fecal
FB0323
FB032321.CDF
cdf-fecal
FB0323
FB032322.CDF
cdf-fecal
FB0323
FB032323.CDF
cdf-fecal
FB0323
FB032324.CDF
cdf-fecal
FB0323
FB032325.CDF
cdf-fecal
FB0323
FB032326.CDF
cdf-fecal
FB0323
FB032327.CDF
cdf-fecal
FB0323
FB032328.CDF
cdf-fecal
FB0323
FB032329.CDF
cdf-fecal
FB0323
FB032330.CDF
cdf-fecal
FB0323
FB032331.CDF
cdf-fecal
FB0323
FB032332.CDF
cdf-fecal
FB0323
FB032333.CDF
cdf-fecal
FB0323
FB032334.CDF
cdf-fecal
FB0323
FB032335.CDF
cdf-fecal
FB0323
FB032336.CDF
cdf-fecal
FB0323
FB032337.CDF
cdf-fecal
FB0324
FB032401.CDF
cdf-fecal
FB0324
FB032402.CDF
cdf-fecal
FB0324
FB032403.CDF
cdf-fecal
FB0324
FB032404.CDF
cdf-fecal
FB0324
FB032405.CDF
cdf-fecal
FB0324
FB032406.CDF
cdf-fecal
FB0324
FB032407.CDF
cdf-fecal
FB0324
FB032408.CDF
cdf-fecal
FB0324
FB032409.CDF
cdf-fecal
FB0324
FB032410.CDF
cdf-fecal
FB0324
FB032411.CDF
cdf-fecal
FB0324
FB032412.CDF
cdf-fecal
FB0324
FB032413.CDF
cdf-fecal
FB0324
FB032414.CDF
cdf-fecal
FB0324
FB032415.CDF
cdf-fecal
FB0324
FB032416.CDF
cdf-fecal
FB0324
FB032417.CDF
cdf-fecal
FB0324
FB032418.CDF
cdf-fecal
FB0324
FB032419.CDF
cdf-fecal
FB0324
FB032420.CDF
cdf-fecal
FB0324
FB032421.CDF
cdf-fecal
FB0324
FB032422.CDF
cdf-fecal
FB0324
FB032423.CDF
cdf-fecal
FB0324
FB032424.CDF
cdf-fecal
FB0324
FB032425.CDF
cdf-fecal
FB0324
FB032426.CDF
cdf-fecal
FB0324
FB032427.CDF
cdf-fecal
FB0324
FB032428.CDF
cdf-fecal
FB0324
FB032429.CDF
cdf-fecal
FB0324
FB032430.CDF
cdf-fecal
FB0324
FB032431.CDF
cdf-fecal
FB0324
FB032432.CDF
cdf-fecal
FB0324
FB032433.CDF
cdf-fecal
FB0324
FB032434.CDF
cdf-fecal
FB0324
FB032435.CDF
cdf-fecal
FB0324
FB032436.CDF
cdf-fecal
FB0324
FB032437.CDF
cdf-fecal
FB0325
FB032501.CDF
cdf-fecal
FB0325
FB032502.CDF
cdf-fecal
FB0325
FB032503.CDF
cdf-fecal
FB0325
FB032504.CDF
cdf-fecal
FB0325
FB032505.CDF
cdf-fecal
FB0325
FB032506.CDF
cdf-fecal
FB0325
FB032507.CDF
cdf-fecal
FB0325
FB032508.CDF
cdf-fecal
FB0325
FB032509.CDF
cdf-fecal
FB0325
FB032510.CDF
cdf-fecal
FB0325
FB032511.CDF
cdf-fecal
FB0325
FB032512.CDF
cdf-fecal
FB0325
FB032513.CDF
cdf-fecal
FB0325
FB032514.CDF
cdf-fecal
FB0325
FB032515.CDF
cdf-fecal
FB0325
FB032516.CDF
cdf-fecal
FB0325
FB032517.CDF
cdf-fecal
FB0325
FB032518.CDF
cdf-fecal
FB0325
FB032519.CDF
cdf-fecal
FB0325
FB032520.CDF
cdf-fecal
FB0325
FB032521.CDF
cdf-fecal
FB0325
FB032522.CDF
cdf-fecal
FB0325
FB032523.CDF
cdf-fecal
FB0325
FB032524.CDF
cdf-fecal
FB0325
FB032525.CDF
cdf-fecal
FB0325
FB032526.CDF
cdf-fecal
FB0325
FB032527.CDF
cdf-fecal
FB0325
FB032528.CDF
cdf-fecal
FB0325
FB032529.CDF
cdf-fecal
FB0325
FB032530.CDF
cdf-fecal
FB0325
FB032531.CDF
cdf-fecal
FB0325
FB032532.CDF
cdf-fecal
FB0325
FB032533.CDF
cdf-fecal
FB0325
FB032534.CDF
cdf-fecal
FB0325
FB032535.CDF
cdf-fecal
FB0325
FB032536.CDF
cdf-fecal
FB0325
FB032537.CDF
cdf-fecal
FB0326
FB032601.CDF
cdf-fecal
FB0326
FB032602.CDF
cdf-fecal
FB0326
FB032603.CDF
cdf-fecal
FB0326
FB032604.CDF
cdf-fecal
FB0326
FB032605.CDF
cdf-fecal
FB0326
FB032606.CDF
cdf-fecal
FB0326
FB032607.CDF
cdf-fecal
FB0326
FB032608.CDF
cdf-fecal
FB0326
FB032609.CDF
cdf-fecal
FB0326
FB032610.CDF
cdf-fecal
FB0326
FB032611.CDF
cdf-fecal
FB0326
FB032612.CDF
cdf-fecal
FB0326
FB032613.CDF
cdf-fecal
FB0326
FB032614.CDF
cdf-fecal
FB0326
FB032615.CDF
cdf-fecal
FB0326
FB032616.CDF
cdf-fecal
FB0326
FB032617.CDF
cdf-fecal
FB0326
FB032618.CDF
cdf-fecal
FB0326
FB032619.CDF
cdf-fecal
FB0326
FB032620.CDF
cdf-fecal
FB0326
FB032621.CDF
cdf-fecal
FB0326
FB032622.CDF
cdf-fecal
FB0326
FB032623.CDF
cdf-fecal
FB0326
FB032624.CDF
cdf-fecal
FB0326
FB032625.CDF
cdf-fecal
FB0326
FB032626.CDF
cdf-fecal
FB0326
FB032627.CDF
cdf-fecal
FB0326
FB032628.CDF
cdf-fecal
FB0326
FB032629.CDF
cdf-fecal
FB0326
FB032630.CDF
cdf-fecal
FB0326
FB032631.CDF
cdf-fecal
FB0326
FB032632.CDF
cdf-fecal
FB0326
FB032633.CDF
cdf-fecal
FB0326
FB032634.CDF
cdf-fecal
FB0326
FB032635.CDF
cdf-fecal
FB0326
FB032636.CDF
cdf-fecal
FB0326
FB032637.CDF
cdf-fecal
FB0327
FB032701.CDF
cdf-fecal
FB0327
FB032702.CDF
cdf-fecal
FB0327
FB032703.CDF
cdf-fecal
FB0327
FB032704.CDF
cdf-fecal
FB0327
FB032705.CDF
cdf-fecal
FB0327
FB032706.CDF
cdf-fecal
FB0327
FB032707.CDF
cdf-fecal
FB0327
FB032708.CDF
cdf-fecal
FB0327
FB032709.CDF
cdf-fecal
FB0327
FB032710.CDF
cdf-fecal
FB0327
FB032711.CDF
cdf-fecal
FB0327
FB032712.CDF
cdf-fecal
FB0327
FB032713.CDF
cdf-fecal
FB0327
FB032714.CDF
cdf-fecal
FB0327
FB032715.CDF
cdf-fecal
FB0327
FB032716.CDF
cdf-fecal
FB0327
FB032717.CDF
cdf-fecal
FB0327
FB032718.CDF
cdf-fecal
FB0327
FB032719.CDF
cdf-fecal
FB0327
FB032720.CDF
cdf-fecal
FB0327
FB032721.CDF
cdf-fecal
FB0327
FB032722.CDF
cdf-fecal
FB0327
FB032723.CDF
cdf-fecal
FB0327
FB032724.CDF
cdf-fecal
FB0327
FB032725.CDF
cdf-fecal
FB0327
FB032726.CDF
cdf-fecal
FB0327
FB032727.CDF
cdf-fecal
FB0327
FB032728.CDF
cdf-fecal
FB0327
FB032729.CDF
cdf-fecal
FB0327
FB032730.CDF
cdf-fecal
FB0327
FB032731.CDF
cdf-fecal
FB0327
FB032732.CDF
cdf-fecal
FB0327
FB032733.CDF
cdf-fecal
FB0327
FB032734.CDF
cdf-fecal
FB0327
FB032735.CDF
cdf-fecal
FB0327
FB032736.CDF
cdf-fecal
FB0327
FB032737.CDF
cdf-fecal
FB0328
FB032801.CDF
cdf-fecal
FB0328
FB032802.CDF
cdf-fecal
FB0328
FB032803.CDF
cdf-fecal
FB0328
FB032804.CDF
cdf-fecal
FB0328
FB032805.CDF
cdf-fecal
FB0328
FB032806.CDF
cdf-fecal
FB0328
FB032807.CDF
cdf-fecal
FB0328
FB032808.CDF
cdf-fecal
FB0328
FB032809.CDF
cdf-fecal
FB0328
FB032810.CDF
cdf-fecal
FB0328
FB032811.CDF
cdf-fecal
FB0328
FB032812.CDF
cdf-fecal
FB0328
FB032813.CDF
cdf-fecal
FB0328
FB032814.CDF
cdf-fecal
FB0328
FB032815.CDF
cdf-fecal
FB0328
FB032816.CDF
cdf-fecal
FB0328
FB032817.CDF
cdf-fecal
FB0328
FB032818.CDF
cdf-fecal
FB0328
FB032819.CDF
cdf-fecal
FB0328
FB032820.CDF
cdf-fecal
FB0328
FB032821.CDF
cdf-fecal
FB0328
FB032822.CDF
cdf-fecal
FB0328
FB032823.CDF
cdf-fecal
FB0328
FB032824.CDF
cdf-fecal
FB0328
FB032825.CDF
cdf-fecal
FB0328
FB032826.CDF
cdf-fecal
FB0328
FB032827.CDF
cdf-fecal
FB0328
FB032828.CDF
cdf-fecal
FB0328
FB032829.CDF
cdf-fecal
FB0328
FB032830.CDF
cdf-fecal
FB0328
FB032831.CDF
cdf-fecal
FB0328
FB032832.CDF
cdf-fecal
FB0328
FB032833.CDF
cdf-fecal
FB0328
FB032834.CDF
cdf-fecal
FB0328
FB032835.CDF
cdf-fecal
FB0328
FB032836.CDF
cdf-fecal
FB0328
FB032837.CDF
cdf-fecal
FB0329
FB032901.CDF
cdf-fecal
FB0329
FB032902.CDF
cdf-fecal
FB0329
FB032903.CDF
cdf-fecal
FB0329
FB032904.CDF
cdf-fecal
FB0329
FB032905.CDF
cdf-fecal
FB0329
FB032906.CDF
cdf-fecal
FB0329
FB032907.CDF
cdf-fecal
FB0329
FB032908.CDF
cdf-fecal
FB0329
FB032909.CDF
cdf-fecal
FB0329
FB032910.CDF
cdf-fecal
FB0329
FB032911.CDF
cdf-fecal
FB0329
FB032912.CDF
cdf-fecal
FB0329
FB032913.CDF
cdf-fecal
FB0329
FB032914.CDF
cdf-fecal
FB0329
FB032915.CDF
cdf-fecal
FB0329
FB032916.CDF
cdf-fecal
FB0329
FB032917.CDF
cdf-fecal
FB0329
FB032918.CDF
cdf-fecal
FB0329
FB032919.CDF
cdf-fecal
FB0329
FB032920.CDF
cdf-fecal
FB0329
FB032921.CDF
cdf-fecal
FB0329
FB032922.CDF
cdf-fecal
FB0329
FB032923.CDF
cdf-fecal
FB0329
FB032924.CDF
cdf-fecal
FB0329
FB032925.CDF
cdf-fecal
FB0329
FB032926.CDF
cdf-fecal
FB0329
FB032927.CDF
cdf-fecal
FB0329
FB032928.CDF
cdf-fecal
FB0329
FB032929.CDF
cdf-fecal
FB0329
FB032930.CDF
cdf-fecal
FB0329
FB032931.CDF
cdf-fecal
FB0329
FB032932.CDF
cdf-fecal
FB0329
FB032933.CDF
cdf-fecal
FB0329
FB032934.CDF
cdf-fecal
FB0329
FB032935.CDF
cdf-fecal
FB0329
FB032936.CDF
cdf-fecal
FB0329
FB032937.CDF
cdf-fecal
FB0330
FB033001.CDF
cdf-fecal
FB0330
FB033002.CDF
cdf-fecal
FB0330
FB033003.CDF
cdf-fecal
FB0330
FB033004.CDF
cdf-fecal
FB0330
FB033005.CDF
cdf-fecal
FB0330
FB033006.CDF
cdf-fecal
FB0330
FB033007.CDF
cdf-fecal
FB0330
FB033008.CDF
cdf-fecal
FB0330
FB033009.CDF
cdf-fecal
FB0330
FB033010.CDF
cdf-fecal
FB0330
FB033011.CDF
cdf-fecal
FB0330
FB033012.CDF
cdf-fecal
FB0330
FB033013.CDF
cdf-fecal
FB0330
FB033014.CDF
cdf-fecal
FB0330
FB033015.CDF
cdf-fecal
FB0330
FB033016.CDF
cdf-fecal
FB0330
FB033017.CDF
cdf-fecal
FB0330
FB033018.CDF
cdf-fecal
FB0330
FB033019.CDF
cdf-fecal
FB0330
FB033020.CDF
cdf-fecal
FB0330
FB033021.CDF
cdf-fecal
FB0330
FB033022.CDF
cdf-fecal
FB0330
FB033023.CDF
cdf-fecal
FB0330
FB033024.CDF
cdf-fecal
FB0330
FB033025.CDF
cdf-fecal
FB0330
FB033026.CDF
cdf-fecal
FB0330
FB033027.CDF
cdf-fecal
FB0330
FB033028.CDF
cdf-fecal
FB0330
FB033029.CDF
cdf-fecal
FB0330
FB033030.CDF
cdf-fecal
FB0330
FB033031.CDF
cdf-fecal
FB0330
FB033032.CDF
cdf-fecal
FB0330
FB033033.CDF
cdf-fecal
FB0330
FB033034.CDF
cdf-fecal
FB0330
FB033035.CDF
cdf-fecal
FB0330
FB033036.CDF
cdf-fecal
FB0330
FB033037.CDF
cdf-fecal
FB0331
FB033101.CDF
cdf-fecal
FB0331
FB033102.CDF
cdf-fecal
FB0331
FB033103.CDF
cdf-fecal
FB0331
FB033104.CDF
cdf-fecal
FB0331
FB033105.CDF
cdf-fecal
FB0331
FB033106.CDF
cdf-fecal
FB0331
FB033107.CDF
cdf-fecal
FB0331
FB033108.CDF
cdf-fecal
FB0331
FB033109.CDF
cdf-fecal
FB0331
FB033110.CDF
cdf-fecal
FB0331
FB033111.CDF
cdf-fecal
FB0331
FB033112.CDF
cdf-fecal
FB0331
FB033113.CDF
cdf-fecal
FB0331
FB033114.CDF
cdf-fecal
FB0331
FB033115.CDF
cdf-fecal
FB0331
FB033116.CDF
cdf-fecal
FB0331
FB033117.CDF
cdf-fecal
FB0331
FB033118.CDF
cdf-fecal
FB0331
FB033119.CDF
cdf-fecal
FB0331
FB033120.CDF
cdf-fecal
FB0331
FB033121.CDF
cdf-fecal
FB0331
FB033122.CDF
cdf-fecal
FB0331
FB033123.CDF
cdf-fecal
FB0331
FB033124.CDF
cdf-fecal
FB0331
FB033125.CDF
cdf-fecal
FB0331
FB033126.CDF
cdf-fecal
FB0331
FB033127.CDF
cdf-fecal
FB0331
FB033128.CDF
cdf-fecal
FB0331
FB033129.CDF
cdf-fecal
FB0331
FB033130.CDF
cdf-fecal
FB0331
FB033131.CDF
cdf-fecal
FB0331
FB033132.CDF
cdf-fecal
FB0331
FB033133.CDF
cdf-fecal
FB0331
FB033134.CDF
cdf-fecal
FB0331
FB033135.CDF
cdf-fecal
FB0331
FB033136.CDF
cdf-fecal
FB0331
FB033137.CDF
cdf-fecal
FB0332
FB033201.CDF
cdf-fecal
FB0332
FB033202.CDF
cdf-fecal
FB0332
FB033203.CDF
cdf-fecal
FB0332
FB033204.CDF
cdf-fecal
FB0332
FB033205.CDF
cdf-fecal
FB0332
FB033206.CDF
cdf-fecal
FB0332
FB033207.CDF
cdf-fecal
FB0332
FB033208.CDF
cdf-fecal
FB0332
FB033209.CDF
cdf-fecal
FB0332
FB033210.CDF
cdf-fecal
FB0332
FB033211.CDF
cdf-fecal
FB0332
FB033212.CDF
cdf-fecal
FB0332
FB033213.CDF
cdf-fecal
FB0332
FB033214.CDF
cdf-fecal
FB0332
FB033215.CDF
cdf-fecal
FB0332
FB033216.CDF
cdf-fecal
FB0332
FB033217.CDF
cdf-fecal
FB0332
FB033218.CDF
cdf-fecal
FB0332
FB033219.CDF
cdf-fecal
FB0332
FB033220.CDF
cdf-fecal
FB0332
FB033221.CDF
cdf-fecal
FB0332
FB033222.CDF
cdf-fecal
FB0332
FB033223.CDF
cdf-fecal
FB0332
FB033224.CDF
cdf-fecal
FB0332
FB033225.CDF
cdf-fecal
FB0332
FB033226.CDF
cdf-fecal
FB0332
FB033227.CDF
cdf-fecal
FB0332
FB033228.CDF
cdf-fecal
FB0332
FB033229.CDF
cdf-fecal
FB0332
FB033230.CDF
cdf-fecal
FB0332
FB033231.CDF
cdf-fecal
FB0332
FB033232.CDF
cdf-fecal
FB0332
FB033233.CDF
cdf-fecal
FB0332
FB033234.CDF
cdf-fecal
FB0332
FB033235.CDF
cdf-fecal
FB0332
FB033236.CDF
cdf-fecal
FB0332
FB033237.CDF
cdf-fecal
FB0333
FB033301.CDF
cdf-fecal
FB0333
FB033302.CDF
cdf-fecal
FB0333
FB033303.CDF
cdf-fecal
FB0333
FB033304.CDF
cdf-fecal
FB0333
FB033305.CDF
cdf-fecal
FB0333
FB033306.CDF
cdf-fecal
FB0333
FB033307.CDF
cdf-fecal
FB0333
FB033308.CDF
cdf-fecal
FB0333
FB033309.CDF
cdf-fecal
FB0333
FB033310.CDF
cdf-fecal
FB0333
FB033311.CDF
cdf-fecal
FB0333
FB033312.CDF
cdf-fecal
FB0333
FB033313.CDF
cdf-fecal
FB0333
FB033314.CDF
cdf-fecal
FB0333
FB033315.CDF
cdf-fecal
FB0333
FB033316.CDF
cdf-fecal
FB0333
FB033317.CDF
cdf-fecal
FB0333
FB033318.CDF
cdf-fecal
FB0333
FB033319.CDF
cdf-fecal
FB0333
FB033320.CDF
cdf-fecal
FB0333
FB033321.CDF
cdf-fecal
FB0333
FB033322.CDF
cdf-fecal
FB0333
FB033323.CDF
cdf-fecal
FB0333
FB033324.CDF
cdf-fecal
FB0333
FB033325.CDF
cdf-fecal
FB0333
FB033326.CDF
cdf-fecal
FB0333
FB033327.CDF
cdf-fecal
FB0333
FB033328.CDF
cdf-fecal
FB0333
FB033329.CDF
cdf-fecal
FB0333
FB033330.CDF
cdf-fecal
FB0333
FB033331.CDF
cdf-fecal
FB0333
FB033332.CDF
cdf-fecal
FB0333
FB033333.CDF
cdf-fecal
FB0333
FB033334.CDF
cdf-fecal
FB0333
FB033335.CDF
cdf-fecal
FB0333
FB033336.CDF
cdf-fecal
FB0333
FB033337.CDF
cdf-fecal
FB0334
FB033401.CDF
cdf-fecal
FB0334
FB033402.CDF
cdf-fecal
FB0334
FB033403.CDF
cdf-fecal
FB0334
FB033404.CDF
cdf-fecal
FB0334
FB033405.CDF
cdf-fecal
FB0334
FB033406.CDF
cdf-fecal
FB0334
FB033407.CDF
cdf-fecal
FB0334
FB033408.CDF
cdf-fecal
FB0334
FB033409.CDF
cdf-fecal
FB0334
FB033410.CDF
cdf-fecal
FB0334
FB033411.CDF
cdf-fecal
FB0334
FB033412.CDF
cdf-fecal
FB0334
FB033413.CDF
cdf-fecal
FB0334
FB033414.CDF
cdf-fecal
FB0334
FB033415.CDF
cdf-fecal
FB0334
FB033416.CDF
cdf-fecal
FB0334
FB033417.CDF
cdf-fecal
FB0334
FB033418.CDF
cdf-fecal
FB0334
FB033419.CDF
cdf-fecal
FB0334
FB033420.CDF
cdf-fecal
FB0334
FB033421.CDF
cdf-fecal
FB0334
FB033422.CDF
cdf-fecal
FB0334
FB033423.CDF
cdf-fecal
FB0334
FB033424.CDF
cdf-fecal
FB0334
FB033425.CDF
cdf-fecal
FB0334
FB033426.CDF
cdf-fecal
FB0334
FB033427.CDF
cdf-fecal
FB0334
FB033428.CDF
cdf-fecal
FB0334
FB033429.CDF
cdf-fecal
FB0334
FB033430.CDF
cdf-fecal
FB0334
FB033431.CDF
cdf-fecal
FB0334
FB033432.CDF
cdf-fecal
FB0334
FB033433.CDF
cdf-fecal
FB0334
FB033434.CDF
cdf-fecal
FB0334
FB033435.CDF
cdf-fecal
FB0334
FB033436.CDF
cdf-fecal
FB0334
FB033437.CDF
cdf-fecal
FB0335
FB033501.CDF
cdf-fecal
FB0335
FB033502.CDF
cdf-fecal
FB0335
FB033503.CDF
cdf-fecal
FB0335
FB033504.CDF
cdf-fecal
FB0335
FB033505.CDF
cdf-fecal
FB0335
FB033506.CDF
cdf-fecal
FB0335
FB033507.CDF
cdf-fecal
FB0335
FB033508.CDF
cdf-fecal
FB0335
FB033509.CDF
cdf-fecal
FB0335
FB033510.CDF
cdf-fecal
FB0335
FB033511.CDF
cdf-fecal
FB0335
FB033512.CDF
cdf-fecal
FB0335
FB033513.CDF
cdf-fecal
FB0335
FB033514.CDF
cdf-fecal
FB0335
FB033515.CDF
cdf-fecal
FB0335
FB033516.CDF
cdf-fecal
FB0335
FB033517.CDF
cdf-fecal
FB0335
FB033518.CDF
cdf-fecal
FB0335
FB033519.CDF
cdf-fecal
FB0335
FB033520.CDF
cdf-fecal
FB0335
FB033521.CDF
cdf-fecal
FB0335
FB033522.CDF
cdf-fecal
FB0335
FB033523.CDF
cdf-fecal
FB0335
FB033524.CDF
cdf-fecal
FB0335
FB033525.CDF
cdf-fecal
FB0335
FB033526.CDF
cdf-fecal
FB0335
FB033527.CDF
cdf-fecal
FB0335
FB033528.CDF
cdf-fecal
FB0335
FB033529.CDF
cdf-fecal
FB0335
FB033530.CDF
cdf-fecal
FB0335
FB033531.CDF
cdf-fecal
FB0335
FB033532.CDF
cdf-fecal
FB0335
FB033533.CDF
cdf-fecal
FB0335
FB033534.CDF
cdf-fecal
FB0335
FB033535.CDF
cdf-fecal
FB0335
FB033536.CDF
cdf-fecal
FB0335
FB033537.CDF
cdf-fecal
FB0336
FB033601.CDF
cdf-fecal
FB0336
FB033602.CDF
cdf-fecal
FB0336
FB033603.CDF
cdf-fecal
FB0336
FB033604.CDF
cdf-fecal
FB0336
FB033605.CDF
cdf-fecal
FB0336
FB033606.CDF
cdf-fecal
FB0336
FB033607.CDF
cdf-fecal
FB0336
FB033608.CDF
cdf-fecal
FB0336
FB033609.CDF
cdf-fecal
FB0336
FB033610.CDF
cdf-fecal
FB0336
FB033611.CDF
cdf-fecal
FB0336
FB033612.CDF
cdf-fecal
FB0336
FB033613.CDF
cdf-fecal
FB0336
FB033614.CDF
cdf-fecal
FB0336
FB033615.CDF
cdf-fecal
FB0336
FB033616.CDF
cdf-fecal
FB0336
FB033617.CDF
cdf-fecal
FB0336
FB033618.CDF
cdf-fecal
FB0336
FB033619.CDF
cdf-fecal
FB0336
FB033620.CDF
cdf-fecal
FB0336
FB033621.CDF
cdf-fecal
FB0336
FB033622.CDF
cdf-fecal
FB0336
FB033623.CDF
cdf-fecal
FB0336
FB033624.CDF
cdf-fecal
FB0336
FB033625.CDF
cdf-fecal
FB0336
FB033626.CDF
cdf-fecal
FB0336
FB033627.CDF
cdf-fecal
FB0336
FB033628.CDF
cdf-fecal
FB0336
FB033629.CDF
cdf-fecal
FB0336
FB033630.CDF
cdf-fecal
FB0336
FB033631.CDF
cdf-fecal
FB0336
FB033632.CDF
cdf-fecal
FB0336
FB033633.CDF
cdf-fecal
FB0336
FB033634.CDF
cdf-fecal
FB0336
FB033635.CDF
cdf-fecal
FB0336
FB033636.CDF
cdf-fecal
FB0336
FB033637.CDF
cdf-fecal
FB0337
FB033701.CDF
cdf-fecal
FB0337
FB033702.CDF
cdf-fecal
FB0337
FB033703.CDF
cdf-fecal
FB0337
FB033704.CDF
cdf-fecal
FB0337
FB033705.CDF
cdf-fecal
FB0337
FB033706.CDF
cdf-fecal
FB0337
FB033707.CDF
cdf-fecal
FB0337
FB033708.CDF
cdf-fecal
FB0337
FB033709.CDF
cdf-fecal
FB0337
FB033710.CDF
cdf-fecal
FB0337
FB033711.CDF
cdf-fecal
FB0337
FB033712.CDF
cdf-fecal
FB0337
FB033713.CDF
cdf-fecal
FB0337
FB033714.CDF
cdf-fecal
FB0337
FB033715.CDF
cdf-fecal
FB0337
FB033716.CDF
cdf-fecal
FB0337
FB033717.CDF
cdf-fecal
FB0337
FB033718.CDF
cdf-fecal
FB0337
FB033719.CDF
cdf-fecal
FB0337
FB033720.CDF
cdf-fecal
FB0337
FB033721.CDF
cdf-fecal
FB0337
FB033722.CDF
cdf-fecal
FB0337
FB033723.CDF
cdf-fecal
FB0337
FB033724.CDF
cdf-fecal
FB0337
FB033725.CDF
cdf-fecal
FB0337
FB033726.CDF
cdf-fecal
FB0337
FB033727.CDF
cdf-fecal
FB0337
FB033728.CDF
cdf-fecal
FB0337
FB033729.CDF
cdf-fecal
FB0337
FB033730.CDF
cdf-fecal
FB0337
FB033731.CDF
cdf-fecal
FB0337
FB033732.CDF
cdf-fecal
FB0337
FB033733.CDF
cdf-fecal
FB0337
FB033734.CDF
cdf-fecal
FB0337
FB033735.CDF
cdf-fecal
FB0337
FB033736.CDF
cdf-fecal
FB0337
FB033737.CDF
cdf-fecal
FB0338
FB033801.CDF
cdf-fecal
FB0338
FB033802.CDF
cdf-fecal
FB0338
FB033803.CDF
cdf-fecal
FB0338
FB033804.CDF
cdf-fecal
FB0338
FB033805.CDF
cdf-fecal
FB0338
FB033806.CDF
cdf-fecal
FB0338
FB033807.CDF
cdf-fecal
FB0338
FB033808.CDF
cdf-fecal
FB0338
FB033809.CDF
cdf-fecal
FB0338
FB033810.CDF
cdf-fecal
FB0338
FB033811.CDF
cdf-fecal
FB0338
FB033812.CDF
cdf-fecal
FB0338
FB033813.CDF
cdf-fecal
FB0338
FB033814.CDF
cdf-fecal
FB0338
FB033815.CDF
cdf-fecal
FB0338
FB033816.CDF
cdf-fecal
FB0338
FB033817.CDF
cdf-fecal
FB0338
FB033818.CDF
cdf-fecal
FB0338
FB033819.CDF
cdf-fecal
FB0338
FB033820.CDF
cdf-fecal
FB0338
FB033821.CDF
cdf-fecal
FB0338
FB033822.CDF
cdf-fecal
FB0338
FB033823.CDF
cdf-fecal
FB0338
FB033824.CDF
cdf-fecal
FB0338
FB033825.CDF
cdf-fecal
FB0338
FB033826.CDF
cdf-fecal
FB0338
FB033827.CDF
cdf-fecal
FB0338
FB033828.CDF
cdf-fecal
FB0338
FB033829.CDF
cdf-fecal
FB0338
FB033830.CDF
cdf-fecal
FB0338
FB033831.CDF
cdf-fecal
FB0338
FB033832.CDF
cdf-fecal
FB0338
FB033833.CDF
cdf-fecal
FB0338
FB033834.CDF
cdf-fecal
FB0338
FB033835.CDF
cdf-fecal
FB0338
FB033836.CDF
cdf-fecal
FB0338
FB033837.CDF
cdf-fecal
FB0339
FB033901.CDF
cdf-fecal
FB0339
FB033902.CDF
cdf-fecal
FB0339
FB033903.CDF
cdf-fecal
FB0339
FB033904.CDF
cdf-fecal
FB0339
FB033905.CDF
cdf-fecal
FB0339
FB033906.CDF
cdf-fecal
FB0339
FB033907.CDF
cdf-fecal
FB0339
FB033908.CDF
cdf-fecal
FB0339
FB033909.CDF
cdf-fecal
FB0339
FB033910.CDF
cdf-fecal
FB0339
FB033911.CDF
cdf-fecal
FB0339
FB033912.CDF
cdf-fecal
FB0339
FB033913.CDF
cdf-fecal
FB0339
FB033914.CDF
cdf-fecal
FB0339
FB033915.CDF
cdf-fecal
FB0339
FB033916.CDF
cdf-fecal
FB0339
FB033917.CDF
cdf-fecal
FB0339
FB033918.CDF
cdf-fecal
FB0339
FB033919.CDF
cdf-fecal
FB0339
FB033920.CDF
cdf-fecal
FB0339
FB033921.CDF
cdf-fecal
FB0339
FB033922.CDF
cdf-fecal
FB0339
FB033923.CDF
cdf-fecal
FB0339
FB033924.CDF
cdf-fecal
FB0339
FB033925.CDF
cdf-fecal
FB0339
FB033926.CDF
cdf-fecal
FB0339
FB033927.CDF
cdf-fecal
FB0339
FB033928.CDF
cdf-fecal
FB0339
FB033929.CDF
cdf-fecal
FB0339
FB033930.CDF
cdf-fecal
FB0339
FB033931.CDF
cdf-fecal
FB0339
FB033932.CDF
cdf-fecal
FB0339
FB033933.CDF
cdf-fecal
FB0339
FB033934.CDF
cdf-fecal
FB0339
FB033935.CDF
cdf-fecal
FB0339
FB033936.CDF
cdf-fecal
FB0339
FB033937.CDF
cdf-fecal
FB0340
FB034001.CDF
cdf-fecal
FB0340
FB034002.CDF
cdf-fecal
FB0340
FB034003.CDF
cdf-fecal
FB0340
FB034004.CDF
cdf-fecal
FB0340
FB034005.CDF
cdf-fecal
FB0340
FB034006.CDF
cdf-fecal
FB0340
FB034007.CDF
cdf-fecal
FB0340
FB034008.CDF
cdf-fecal
FB0340
FB034009.CDF
cdf-fecal
FB0340
FB034010.CDF
cdf-fecal
FB0340
FB034011.CDF
cdf-fecal
FB0340
FB034012.CDF
cdf-fecal
FB0340
FB034013.CDF
cdf-fecal
FB0340
FB034014.CDF
cdf-fecal
FB0340
FB034015.CDF
cdf-fecal
FB0340
FB034016.CDF
cdf-fecal
FB0340
FB034017.CDF
cdf-fecal
FB0340
FB034018.CDF
cdf-fecal
FB0340
FB034019.CDF
cdf-fecal
FB0340
FB034020.CDF
cdf-fecal
FB0340
FB034021.CDF
cdf-fecal
FB0340
FB034022.CDF
cdf-fecal
FB0340
FB034023.CDF
cdf-fecal
FB0340
FB034024.CDF
cdf-fecal
FB0340
FB034025.CDF
cdf-fecal
FB0340
FB034026.CDF
cdf-fecal
FB0340
FB034027.CDF
cdf-fecal
FB0340
FB034028.CDF
cdf-fecal
FB0340
FB034029.CDF
cdf-fecal
FB0340
FB034030.CDF
cdf-fecal
FB0340
FB034031.CDF
cdf-fecal
FB0340
FB034032.CDF
cdf-fecal
FB0340
FB034033.CDF
cdf-fecal
FB0340
FB034034.CDF
cdf-fecal
FB0340
FB034035.CDF
cdf-fecal
FB0340
FB034036.CDF
cdf-fecal
FB0340
FB034037.CDF
cdf-fecal
FB0341
FB034101.CDF
cdf-fecal
FB0341
FB034102.CDF
cdf-fecal
FB0341
FB034103.CDF
cdf-fecal
FB0341
FB034104.CDF
cdf-fecal
FB0341
FB034105.CDF
cdf-fecal
FB0341
FB034106.CDF
cdf-fecal
FB0341
FB034107.CDF
cdf-fecal
FB0341
FB034108.CDF
cdf-fecal
FB0341
FB034109.CDF
cdf-fecal
FB0341
FB034110.CDF
cdf-fecal
FB0341
FB034111.CDF
cdf-fecal
FB0341
FB034112.CDF
cdf-fecal
FB0341
FB034113.CDF
cdf-fecal
FB0341
FB034114.CDF
cdf-fecal
FB0341
FB034115.CDF
cdf-fecal
FB0341
FB034116.CDF
cdf-fecal
FB0341
FB034117.CDF
cdf-fecal
FB0341
FB034118.CDF
cdf-fecal
FB0341
FB034119.CDF
cdf-fecal
FB0341
FB034120.CDF
cdf-fecal
FB0341
FB034121.CDF
cdf-fecal
FB0341
FB034122.CDF
cdf-fecal
FB0341
FB034123.CDF
cdf-fecal
FB0341
FB034124.CDF
cdf-fecal
FB0341
FB034125.CDF
cdf-fecal
FB0341
FB034126.CDF
cdf-fecal
FB0341
FB034127.CDF
cdf-fecal
FB0341
FB034128.CDF
cdf-fecal
FB0341
FB034129.CDF
cdf-fecal
FB0341
FB034130.CDF
cdf-fecal
FB0341
FB034131.CDF
cdf-fecal
FB0341
FB034132.CDF
cdf-fecal
FB0341
FB034133.CDF
cdf-fecal
FB0341
FB034134.CDF
cdf-fecal
FB0341
FB034135.CDF
cdf-fecal
FB0341
FB034136.CDF
cdf-fecal
FB0341
FB034137.CDF
cdf-fecal
FB0342
FB034201.CDF
cdf-fecal
FB0342
FB034202.CDF
cdf-fecal
FB0342
FB034203.CDF
cdf-fecal
FB0342
FB034204.CDF
cdf-fecal
FB0342
FB034205.CDF
cdf-fecal
FB0342
FB034206.CDF
cdf-fecal
FB0342
FB034207.CDF
cdf-fecal
FB0342
FB034208.CDF
cdf-fecal
FB0342
FB034209.CDF
cdf-fecal
FB0342
FB034210.CDF
cdf-fecal
FB0342
FB034211.CDF
cdf-fecal
FB0342
FB034212.CDF
cdf-fecal
FB0342
FB034213.CDF
cdf-fecal
FB0342
FB034214.CDF
cdf-fecal
FB0342
FB034215.CDF
cdf-fecal
FB0342
FB034216.CDF
cdf-fecal
FB0342
FB034217.CDF
cdf-fecal
FB0342
FB034218.CDF
cdf-fecal
FB0342
FB034219.CDF
cdf-fecal
FB0342
FB034220.CDF
cdf-fecal
FB0342
FB034221.CDF
cdf-fecal
FB0342
FB034222.CDF
cdf-fecal
FB0342
FB034223.CDF
cdf-fecal
FB0342
FB034224.CDF
cdf-fecal
FB0342
FB034225.CDF
cdf-fecal
FB0342
FB034226.CDF
cdf-fecal
FB0342
FB034227.CDF
cdf-fecal
FB0342
FB034228.CDF
cdf-fecal
FB0342
FB034229.CDF
cdf-fecal
FB0342
FB034230.CDF
cdf-fecal
FB0342
FB034231.CDF
cdf-fecal
FB0342
FB034232.CDF
cdf-fecal
FB0342
FB034233.CDF
cdf-fecal
FB0342
FB034234.CDF
cdf-fecal
FB0342
FB034235.CDF
cdf-fecal
FB0342
FB034236.CDF
cdf-fecal
FB0342
FB034237.CDF
cdf-fecal
FB0343
FB034301.CDF
cdf-fecal
FB0343
FB034302.CDF
cdf-fecal
FB0343
FB034303.CDF
cdf-fecal
FB0343
FB034304.CDF
cdf-fecal
FB0343
FB034305.CDF
cdf-fecal
FB0343
FB034306.CDF
cdf-fecal
FB0343
FB034307.CDF
cdf-fecal
FB0343
FB034308.CDF
cdf-fecal
FB0343
FB034309.CDF
cdf-fecal
FB0343
FB034310.CDF
cdf-fecal
FB0343
FB034311.CDF
cdf-fecal
FB0343
FB034312.CDF
cdf-fecal
FB0343
FB034313.CDF
cdf-fecal
FB0343
FB034314.CDF
cdf-fecal
FB0343
FB034315.CDF
cdf-fecal
FB0343
FB034316.CDF
cdf-fecal
FB0343
FB034317.CDF
cdf-fecal
FB0343
FB034318.CDF
cdf-fecal
FB0343
FB034319.CDF
cdf-fecal
FB0343
FB034320.CDF
cdf-fecal
FB0343
FB034321.CDF
cdf-fecal
FB0343
FB034322.CDF
cdf-fecal
FB0343
FB034323.CDF
cdf-fecal
FB0343
FB034324.CDF
cdf-fecal
FB0343
FB034325.CDF
cdf-fecal
FB0343
FB034326.CDF
cdf-fecal
FB0343
FB034327.CDF
cdf-fecal
FB0343
FB034328.CDF
cdf-fecal
FB0343
FB034329.CDF
cdf-fecal
FB0343
FB034330.CDF
cdf-fecal
FB0343
FB034331.CDF
cdf-fecal
FB0343
FB034332.CDF
cdf-fecal
FB0343
FB034333.CDF
cdf-fecal
FB0343
FB034334.CDF
cdf-fecal
FB0343
FB034335.CDF
cdf-fecal
FB0343
FB034336.CDF
cdf-fecal
FB0343
FB034337.CDF
cdf-fecal
FB0344
FB034401.CDF
cdf-fecal
FB0344
FB034402.CDF
cdf-fecal
FB0344
FB034403.CDF
cdf-fecal
FB0344
FB034404.CDF
cdf-fecal
FB0344
FB034405.CDF
cdf-fecal
FB0344
FB034406.CDF
cdf-fecal
FB0344
FB034407.CDF
cdf-fecal
FB0344
FB034408.CDF
cdf-fecal
FB0344
FB034409.CDF
cdf-fecal
FB0344
FB034410.CDF
cdf-fecal
FB0344
FB034411.CDF
cdf-fecal
FB0344
FB034412.CDF
cdf-fecal
FB0344
FB034413.CDF
cdf-fecal
FB0344
FB034414.CDF
cdf-fecal
FB0344
FB034415.CDF
cdf-fecal
FB0344
FB034416.CDF
cdf-fecal
FB0344
FB034417.CDF
cdf-fecal
FB0344
FB034418.CDF
cdf-fecal
FB0344
FB034419.CDF
cdf-fecal
FB0344
FB034420.CDF
cdf-fecal
FB0344
FB034421.CDF
cdf-fecal
FB0344
FB034422.CDF
cdf-fecal
FB0344
FB034423.CDF
cdf-fecal
FB0344
FB034424.CDF
cdf-fecal
FB0344
FB034425.CDF
cdf-fecal
FB0344
FB034426.CDF
cdf-fecal
FB0344
FB034427.CDF
cdf-fecal
FB0344
FB034428.CDF
cdf-fecal
FB0344
FB034429.CDF
cdf-fecal
FB0344
FB034430.CDF
cdf-fecal
FB0344
FB034431.CDF
cdf-fecal
FB0344
FB034432.CDF
cdf-fecal
FB0344
FB034433.CDF
cdf-fecal
FB0344
FB034434.CDF
cdf-fecal
FB0344
FB034435.CDF
cdf-fecal
FB0344
FB034436.CDF
cdf-fecal
FB0344
FB034437.CDF
cdf-fecal
FB0345
FB034501.CDF
cdf-fecal
FB0345
FB034502.CDF
cdf-fecal
FB0345
FB034503.CDF
cdf-fecal
FB0345
FB034504.CDF
cdf-fecal
FB0345
FB034505.CDF
cdf-fecal
FB0345
FB034506.CDF
cdf-fecal
FB0345
FB034507.CDF
cdf-fecal
FB0345
FB034508.CDF
cdf-fecal
FB0345
FB034509.CDF
cdf-fecal
FB0345
FB034510.CDF
cdf-fecal
FB0345
FB034511.CDF
cdf-fecal
FB0345
FB034512.CDF
cdf-fecal
FB0345
FB034513.CDF
cdf-fecal
FB0345
FB034514.CDF
cdf-fecal
FB0345
FB034515.CDF
cdf-fecal
FB0345
FB034516.CDF
cdf-fecal
FB0345
FB034517.CDF
cdf-fecal
FB0345
FB034518.CDF
cdf-fecal
FB0345
FB034519.CDF
cdf-fecal
FB0345
FB034520.CDF
cdf-fecal
FB0345
FB034521.CDF
cdf-fecal
FB0345
FB034522.CDF
cdf-fecal
FB0345
FB034523.CDF
cdf-fecal
FB0345
FB034524.CDF
cdf-fecal
FB0345
FB034525.CDF
cdf-fecal
FB0345
FB034526.CDF
cdf-fecal
FB0345
FB034527.CDF
cdf-fecal
FB0345
FB034528.CDF
cdf-fecal
FB0345
FB034529.CDF
cdf-fecal
FB0345
FB034530.CDF
cdf-fecal
FB0345
FB034531.CDF
cdf-fecal
FB0345
FB034532.CDF
cdf-fecal
FB0345
FB034533.CDF
cdf-fecal
FB0345
FB034534.CDF
cdf-fecal
FB0345
FB034535.CDF
cdf-fecal
FB0345
FB034536.CDF
cdf-fecal
FB0345
FB034537.CDF
cdf-fecal
FB0346
FB034601.CDF
cdf-fecal
FB0346
FB034602.CDF
cdf-fecal
FB0346
FB034603.CDF
cdf-fecal
FB0346
FB034604.CDF
cdf-fecal
FB0346
FB034605.CDF
cdf-fecal
FB0346
FB034606.CDF
cdf-fecal
FB0346
FB034607.CDF
cdf-fecal
FB0346
FB034608.CDF
cdf-fecal
FB0346
FB034609.CDF
cdf-fecal
FB0346
FB034610.CDF
cdf-fecal
FB0346
FB034611.CDF
cdf-fecal
FB0346
FB034612.CDF
cdf-fecal
FB0346
FB034613.CDF
cdf-fecal
FB0346
FB034614.CDF
cdf-fecal
FB0346
FB034615.CDF
cdf-fecal
FB0346
FB034616.CDF
cdf-fecal
FB0346
FB034617.CDF
cdf-fecal
FB0346
FB034618.CDF
cdf-fecal
FB0346
FB034619.CDF
cdf-fecal
FB0346
FB034620.CDF
cdf-fecal
FB0346
FB034621.CDF
cdf-fecal
FB0346
FB034622.CDF
cdf-fecal
FB0346
FB034623.CDF
cdf-fecal
FB0346
FB034624.CDF
cdf-fecal
FB0346
FB034625.CDF
cdf-fecal
FB0346
FB034626.CDF
cdf-fecal
FB0346
FB034627.CDF
cdf-fecal
FB0346
FB034628.CDF
cdf-fecal
FB0346
FB034629.CDF
cdf-fecal
FB0346
FB034630.CDF
cdf-fecal
FB0346
FB034631.CDF
cdf-fecal
FB0346
FB034632.CDF
cdf-fecal
FB0346
FB034633.CDF
cdf-fecal
FB0346
FB034634.CDF
cdf-fecal
FB0346
FB034635.CDF
cdf-fecal
FB0346
FB034636.CDF
cdf-fecal
FB0346
FB034637.CDF
cdf-fecal
FB0347
FB034701.CDF
cdf-fecal
FB0347
FB034702.CDF
cdf-fecal
FB0347
FB034703.CDF
cdf-fecal
FB0347
FB034704.CDF
cdf-fecal
FB0347
FB034705.CDF
cdf-fecal
FB0347
FB034706.CDF
cdf-fecal
FB0347
FB034707.CDF
cdf-fecal
FB0347
FB034708.CDF
cdf-fecal
FB0347
FB034709.CDF
cdf-fecal
FB0347
FB034710.CDF
cdf-fecal
FB0347
FB034711.CDF
cdf-fecal
FB0347
FB034712.CDF
cdf-fecal
FB0347
FB034713.CDF
cdf-fecal
FB0347
FB034714.CDF
cdf-fecal
FB0347
FB034715.CDF
cdf-fecal
FB0347
FB034716.CDF
cdf-fecal
FB0347
FB034717.CDF
cdf-fecal
FB0347
FB034718.CDF
cdf-fecal
FB0347
FB034719.CDF
cdf-fecal
FB0347
FB034720.CDF
cdf-fecal
FB0347
FB034721.CDF
cdf-fecal
FB0347
FB034722.CDF
cdf-fecal
FB0347
FB034723.CDF
cdf-fecal
FB0347
FB034724.CDF
cdf-fecal
FB0347
FB034725.CDF
cdf-fecal
FB0347
FB034726.CDF
cdf-fecal
FB0347
FB034727.CDF
cdf-fecal
FB0347
FB034728.CDF
cdf-fecal
FB0347
FB034729.CDF
cdf-fecal
FB0347
FB034730.CDF
cdf-fecal
FB0347
FB034731.CDF
cdf-fecal
FB0347
FB034732.CDF
cdf-fecal
FB0347
FB034733.CDF
cdf-fecal
FB0347
FB034734.CDF
cdf-fecal
FB0347
FB034735.CDF
cdf-fecal
FB0347
FB034736.CDF
cdf-fecal
FB0347
FB034737.CDF
cdf-fecal
FB0348
FB034801.CDF
cdf-fecal
FB0348
FB034802.CDF
cdf-fecal
FB0348
FB034803.CDF
cdf-fecal
FB0348
FB034804.CDF
cdf-fecal
FB0348
FB034805.CDF
cdf-fecal
FB0348
FB034806.CDF
cdf-fecal
FB0348
FB034807.CDF
cdf-fecal
FB0348
FB034808.CDF
cdf-fecal
FB0348
FB034809.CDF
cdf-fecal
FB0348
FB034810.CDF
cdf-fecal
FB0348
FB034811.CDF
cdf-fecal
FB0348
FB034812.CDF
cdf-fecal
FB0348
FB034813.CDF
cdf-fecal
FB0348
FB034814.CDF
cdf-fecal
FB0348
FB034815.CDF
cdf-fecal
FB0348
FB034816.CDF
cdf-fecal
FB0348
FB034817.CDF
cdf-fecal
FB0348
FB034818.CDF
cdf-fecal
FB0348
FB034819.CDF
cdf-fecal
FB0348
FB034820.CDF
cdf-fecal
FB0348
FB034821.CDF
cdf-fecal
FB0348
FB034822.CDF
cdf-fecal
FB0348
FB034823.CDF
cdf-fecal
FB0348
FB034824.CDF
cdf-fecal
FB0348
FB034825.CDF
cdf-fecal
FB0348
FB034826.CDF
cdf-fecal
FB0348
FB034827.CDF
cdf-fecal
FB0348
FB034828.CDF
cdf-fecal
FB0348
FB034829.CDF
cdf-fecal
FB0348
FB034830.CDF
cdf-fecal
FB0348
FB034831.CDF
cdf-fecal
FB0348
FB034832.CDF
cdf-fecal
FB0348
FB034833.CDF
cdf-fecal
FB0348
FB034834.CDF
cdf-fecal
FB0348
FB034835.CDF
cdf-fecal
FB0348
FB034836.CDF
cdf-fecal
FB0348
FB034837.CDF
cdf-fecal
FB0349
FB034901.CDF
cdf-fecal
FB0349
FB034902.CDF
cdf-fecal
FB0349
FB034903.CDF
cdf-fecal
FB0349
FB034904.CDF
cdf-fecal
FB0349
FB034905.CDF
cdf-fecal
FB0349
FB034906.CDF
cdf-fecal
FB0349
FB034907.CDF
cdf-fecal
FB0349
FB034908.CDF
cdf-fecal
FB0349
FB034909.CDF
cdf-fecal
FB0349
FB034910.CDF
cdf-fecal
FB0349
FB034911.CDF
cdf-fecal
FB0349
FB034912.CDF
cdf-fecal
FB0349
FB034913.CDF
cdf-fecal
FB0349
FB034914.CDF
cdf-fecal
FB0349
FB034915.CDF
cdf-fecal
FB0349
FB034916.CDF
cdf-fecal
FB0349
FB034917.CDF
cdf-fecal
FB0349
FB034918.CDF
cdf-fecal
FB0349
FB034919.CDF
cdf-fecal
FB0349
FB034920.CDF
cdf-fecal
FB0349
FB034921.CDF
cdf-fecal
FB0349
FB034922.CDF
cdf-fecal
FB0349
FB034923.CDF
cdf-fecal
FB0349
FB034924.CDF
cdf-fecal
FB0349
FB034925.CDF
cdf-fecal
FB0349
FB034926.CDF
cdf-fecal
FB0349
FB034927.CDF
cdf-fecal
FB0349
FB034928.CDF
cdf-fecal
FB0349
FB034929.CDF
cdf-fecal
FB0349
FB034930.CDF
cdf-fecal
FB0349
FB034931.CDF
cdf-fecal
FB0349
FB034932.CDF
cdf-fecal
FB0349
FB034933.CDF
cdf-fecal
FB0349
FB034934.CDF
cdf-fecal
FB0349
FB034935.CDF
cdf-fecal
FB0349
FB034936.CDF
cdf-fecal
FB0349
FB034937.CDF
cdf-fecal
FB0350
FB035001.CDF
cdf-fecal
FB0350
FB035002.CDF
cdf-fecal
FB0350
FB035003.CDF
cdf-fecal
FB0350
FB035004.CDF
cdf-fecal
FB0350
FB035005.CDF
cdf-fecal
FB0350
FB035006.CDF
cdf-fecal
FB0350
FB035007.CDF
cdf-fecal
FB0350
FB035008.CDF
cdf-fecal
FB0350
FB035009.CDF
cdf-fecal
FB0350
FB035010.CDF
cdf-fecal
FB0350
FB035011.CDF
cdf-fecal
FB0350
FB035012.CDF
cdf-fecal
FB0350
FB035013.CDF
cdf-fecal
FB0350
FB035014.CDF
cdf-fecal
FB0350
FB035015.CDF
cdf-fecal
FB0350
FB035016.CDF
cdf-fecal
FB0350
FB035017.CDF
cdf-fecal
FB0350
FB035018.CDF
cdf-fecal
FB0350
FB035019.CDF
cdf-fecal
FB0350
FB035020.CDF
cdf-fecal
FB0350
FB035021.CDF
cdf-fecal
FB0350
FB035022.CDF
cdf-fecal
FB0350
FB035023.CDF
cdf-fecal
FB0350
FB035024.CDF
cdf-fecal
FB0350
FB035025.CDF
cdf-fecal
FB0350
FB035026.CDF
cdf-fecal
FB0350
FB035027.CDF
cdf-fecal
FB0350
FB035028.CDF
cdf-fecal
FB0350
FB035029.CDF
cdf-fecal
FB0350
FB035030.CDF
cdf-fecal
FB0350
FB035031.CDF
cdf-fecal
FB0350
FB035032.CDF
cdf-fecal
FB0350
FB035033.CDF
cdf-fecal
FB0350
FB035034.CDF
cdf-fecal
FB0350
FB035035.CDF
cdf-fecal
FB0350
FB035036.CDF
cdf-fecal
FB0350
FB035037.CDF
cdf-fecal
FB0351
FB035101.CDF
cdf-fecal
FB0351
FB035102.CDF
cdf-fecal
FB0351
FB035103.CDF
cdf-fecal
FB0351
FB035104.CDF
cdf-fecal
FB0351
FB035105.CDF
cdf-fecal
FB0351
FB035106.CDF
cdf-fecal
FB0351
FB035107.CDF
cdf-fecal
FB0351
FB035108.CDF
cdf-fecal
FB0351
FB035109.CDF
cdf-fecal
FB0351
FB035110.CDF
cdf-fecal
FB0351
FB035111.CDF
cdf-fecal
FB0351
FB035112.CDF
cdf-fecal
FB0351
FB035113.CDF
cdf-fecal
FB0351
FB035114.CDF
cdf-fecal
FB0351
FB035115.CDF
cdf-fecal
FB0351
FB035116.CDF
cdf-fecal
FB0351
FB035117.CDF
cdf-fecal
FB0351
FB035118.CDF
cdf-fecal
FB0351
FB035119.CDF
cdf-fecal
FB0351
FB035120.CDF
cdf-fecal
FB0351
FB035121.CDF
cdf-fecal
FB0351
FB035122.CDF
cdf-fecal
FB0351
FB035123.CDF
cdf-fecal
FB0351
FB035124.CDF
cdf-fecal
FB0351
FB035125.CDF
cdf-fecal
FB0351
FB035126.CDF
cdf-fecal
FB0351
FB035127.CDF
cdf-fecal
FB0351
FB035128.CDF
cdf-fecal
FB0351
FB035129.CDF
cdf-fecal
FB0351
FB035130.CDF
cdf-fecal
FB0351
FB035131.CDF
cdf-fecal
FB0351
FB035132.CDF
cdf-fecal
FB0351
FB035133.CDF
cdf-fecal
FB0351
FB035134.CDF
cdf-fecal
FB0351
FB035135.CDF
cdf-fecal
FB0351
FB035136.CDF
cdf-fecal
FB0351
FB035137.CDF
cdf-fecal
FB0352
FB035201.CDF
cdf-fecal
FB0352
FB035202.CDF
cdf-fecal
FB0352
FB035203.CDF
cdf-fecal
FB0352
FB035204.CDF
cdf-fecal
FB0352
FB035205.CDF
cdf-fecal
FB0352
FB035206.CDF
cdf-fecal
FB0352
FB035207.CDF
cdf-fecal
FB0352
FB035208.CDF
cdf-fecal
FB0352
FB035209.CDF
cdf-fecal
FB0352
FB035210.CDF
cdf-fecal
FB0352
FB035211.CDF
cdf-fecal
FB0352
FB035212.CDF
cdf-fecal
FB0352
FB035213.CDF
cdf-fecal
FB0352
FB035214.CDF
cdf-fecal
FB0352
FB035215.CDF
cdf-fecal
FB0352
FB035216.CDF
cdf-fecal
FB0352
FB035217.CDF
cdf-fecal
FB0352
FB035218.CDF
cdf-fecal
FB0352
FB035219.CDF
cdf-fecal
FB0352
FB035220.CDF
cdf-fecal
FB0352
FB035221.CDF
cdf-fecal
FB0352
FB035222.CDF
cdf-fecal
FB0352
FB035223.CDF
cdf-fecal
FB0352
FB035224.CDF
cdf-fecal
FB0352
FB035225.CDF
cdf-fecal
FB0352
FB035226.CDF
cdf-fecal
FB0352
FB035227.CDF
cdf-fecal
FB0352
FB035228.CDF
cdf-fecal
FB0352
FB035229.CDF
cdf-fecal
FB0352
FB035230.CDF
cdf-fecal
FB0352
FB035231.CDF
cdf-fecal
FB0352
FB035232.CDF
cdf-fecal
FB0352
FB035233.CDF
cdf-fecal
FB0352
FB035234.CDF
cdf-fecal
FB0352
FB035235.CDF
cdf-fecal
FB0352
FB035236.CDF
cdf-fecal
FB0352
FB035237.CDF
cdf-fecal
FB0353
FB035301.CDF
cdf-fecal
FB0353
FB035302.CDF
cdf-fecal
FB0353
FB035303.CDF
cdf-fecal
FB0353
FB035304.CDF
cdf-fecal
FB0353
FB035305.CDF
cdf-fecal
FB0353
FB035306.CDF
cdf-fecal
FB0353
FB035307.CDF
cdf-fecal
FB0353
FB035308.CDF
cdf-fecal
FB0353
FB035309.CDF
cdf-fecal
FB0353
FB035310.CDF
cdf-fecal
FB0353
FB035311.CDF
cdf-fecal
FB0353
FB035312.CDF
cdf-fecal
FB0353
FB035313.CDF
cdf-fecal
FB0353
FB035314.CDF
cdf-fecal
FB0353
FB035315.CDF
cdf-fecal
FB0353
FB035316.CDF
cdf-fecal
FB0353
FB035317.CDF
cdf-fecal
FB0353
FB035318.CDF
cdf-fecal
FB0353
FB035319.CDF
cdf-fecal
FB0353
FB035320.CDF
cdf-fecal
FB0353
FB035321.CDF
cdf-fecal
FB0353
FB035322.CDF
cdf-fecal
FB0353
FB035323.CDF
cdf-fecal
FB0353
FB035324.CDF
cdf-fecal
FB0353
FB035325.CDF
cdf-fecal
FB0353
FB035326.CDF
cdf-fecal
FB0353
FB035327.CDF
cdf-fecal
FB0353
FB035328.CDF
cdf-fecal
FB0353
FB035329.CDF
cdf-fecal
FB0353
FB035330.CDF
cdf-fecal
FB0353
FB035331.CDF
cdf-fecal
FB0353
FB035332.CDF
cdf-fecal
FB0353
FB035333.CDF
cdf-fecal
FB0353
FB035334.CDF
cdf-fecal
FB0353
FB035335.CDF
cdf-fecal
FB0353
FB035336.CDF
cdf-fecal
FB0353
FB035337.CDF
cdf-fecal
FB0354
FB035401.CDF
cdf-fecal
FB0354
FB035402.CDF
cdf-fecal
FB0354
FB035403.CDF
cdf-fecal
FB0354
FB035404.CDF
cdf-fecal
FB0354
FB035405.CDF
cdf-fecal
FB0354
FB035406.CDF
cdf-fecal
FB0354
FB035407.CDF
cdf-fecal
FB0354
FB035408.CDF
cdf-fecal
FB0354
FB035409.CDF
cdf-fecal
FB0354
FB035410.CDF
cdf-fecal
FB0354
FB035411.CDF
cdf-fecal
FB0354
FB035412.CDF
cdf-fecal
FB0354
FB035413.CDF
cdf-fecal
FB0354
FB035414.CDF
cdf-fecal
FB0354
FB035415.CDF
cdf-fecal
FB0354
FB035416.CDF
cdf-fecal
FB0354
FB035417.CDF
cdf-fecal
FB0354
FB035418.CDF
cdf-fecal
FB0354
FB035419.CDF
cdf-fecal
FB0354
FB035420.CDF
cdf-fecal
FB0354
FB035421.CDF
cdf-fecal
FB0354
FB035422.CDF
cdf-fecal
FB0354
FB035423.CDF
cdf-fecal
FB0354
FB035424.CDF
cdf-fecal
FB0354
FB035425.CDF
cdf-fecal
FB0354
FB035426.CDF
cdf-fecal
FB0354
FB035427.CDF
cdf-fecal
FB0354
FB035428.CDF
cdf-fecal
FB0354
FB035429.CDF
cdf-fecal
FB0354
FB035430.CDF
cdf-fecal
FB0354
FB035431.CDF
cdf-fecal
FB0354
FB035432.CDF
cdf-fecal
FB0354
FB035433.CDF
cdf-fecal
FB0354
FB035434.CDF
cdf-fecal
FB0354
FB035435.CDF
cdf-fecal
FB0354
FB035436.CDF
cdf-fecal
FB0354
FB035437.CDF
cdf-fecal
FB0355
FB035501.CDF
cdf-fecal
FB0355
FB035502.CDF
cdf-fecal
FB0355
FB035503.CDF
cdf-fecal
FB0355
FB035504.CDF
cdf-fecal
FB0355
FB035505.CDF
cdf-fecal
FB0355
FB035506.CDF
cdf-fecal
FB0355
FB035507.CDF
cdf-fecal
FB0355
FB035508.CDF
cdf-fecal
FB0355
FB035509.CDF
cdf-fecal
FB0355
FB035510.CDF
cdf-fecal
FB0355
FB035511.CDF
cdf-fecal
FB0355
FB035512.CDF
cdf-fecal
FB0355
FB035513.CDF
cdf-fecal
FB0355
FB035514.CDF
cdf-fecal
FB0355
FB035515.CDF
cdf-fecal
FB0355
FB035516.CDF
cdf-fecal
FB0355
FB035517.CDF
cdf-fecal
FB0355
FB035518.CDF
cdf-fecal
FB0355
FB035519.CDF
cdf-fecal
FB0355
FB035520.CDF
cdf-fecal
FB0355
FB035521.CDF
cdf-fecal
FB0355
FB035522.CDF
cdf-fecal
FB0355
FB035523.CDF
cdf-fecal
FB0355
FB035524.CDF
cdf-fecal
FB0355
FB035525.CDF
cdf-fecal
FB0355
FB035526.CDF
cdf-fecal
FB0355
FB035527.CDF
cdf-fecal
FB0355
FB035528.CDF
cdf-fecal
FB0355
FB035529.CDF
cdf-fecal
FB0355
FB035530.CDF
cdf-fecal
FB0355
FB035531.CDF
cdf-fecal
FB0355
FB035532.CDF
cdf-fecal
FB0355
FB035533.CDF
cdf-fecal
FB0355
FB035534.CDF
cdf-fecal
FB0355
FB035535.CDF
cdf-fecal
FB0355
FB035536.CDF
cdf-fecal
FB0355
FB035537.CDF
cdf-fecal
FB0356
FB035601.CDF
cdf-fecal
FB0356
FB035602.CDF
cdf-fecal
FB0356
FB035603.CDF
cdf-fecal
FB0356
FB035604.CDF
cdf-fecal
FB0356
FB035605.CDF
cdf-fecal
FB0356
FB035606.CDF
cdf-fecal
FB0356
FB035607.CDF
cdf-fecal
FB0356
FB035608.CDF
cdf-fecal
FB0356
FB035609.CDF
cdf-fecal
FB0356
FB035610.CDF
cdf-fecal
FB0356
FB035611.CDF
cdf-fecal
FB0356
FB035612.CDF
cdf-fecal
FB0356
FB035613.CDF
cdf-fecal
FB0356
FB035614.CDF
cdf-fecal
FB0356
FB035615.CDF
cdf-fecal
FB0356
FB035616.CDF
cdf-fecal
FB0356
FB035617.CDF
cdf-fecal
FB0356
FB035618.CDF
cdf-fecal
FB0356
FB035619.CDF
cdf-fecal
FB0356
FB035620.CDF
cdf-fecal
FB0356
FB035621.CDF
cdf-fecal
FB0356
FB035622.CDF
cdf-fecal
FB0356
FB035623.CDF
cdf-fecal
FB0356
FB035624.CDF
cdf-fecal
FB0356
FB035625.CDF
cdf-fecal
FB0356
FB035626.CDF
cdf-fecal
FB0356
FB035627.CDF
cdf-fecal
FB0356
FB035628.CDF
cdf-fecal
FB0356
FB035629.CDF
cdf-fecal
FB0356
FB035630.CDF
cdf-fecal
FB0356
FB035631.CDF
cdf-fecal
FB0356
FB035632.CDF
cdf-fecal
FB0356
FB035633.CDF
cdf-fecal
FB0356
FB035634.CDF
cdf-fecal
FB0356
FB035635.CDF
cdf-fecal
FB0356
FB035636.CDF
cdf-fecal
FB0356
FB035637.CDF
cdf-fecal
FB0357
FB035701.CDF
cdf-fecal
FB0357
FB035702.CDF
cdf-fecal
FB0357
FB035703.CDF
cdf-fecal
FB0357
FB035704.CDF
cdf-fecal
FB0357
FB035705.CDF
cdf-fecal
FB0357
FB035706.CDF
cdf-fecal
FB0357
FB035707.CDF
cdf-fecal
FB0357
FB035708.CDF
cdf-fecal
FB0357
FB035709.CDF
cdf-fecal
FB0357
FB035710.CDF
cdf-fecal
FB0357
FB035711.CDF
cdf-fecal
FB0357
FB035712.CDF
cdf-fecal
FB0357
FB035713.CDF
cdf-fecal
FB0357
FB035714.CDF
cdf-fecal
FB0357
FB035715.CDF
cdf-fecal
FB0357
FB035716.CDF
cdf-fecal
FB0357
FB035717.CDF
cdf-fecal
FB0357
FB035718.CDF
cdf-fecal
FB0357
FB035719.CDF
cdf-fecal
FB0357
FB035720.CDF
cdf-fecal
FB0357
FB035721.CDF
cdf-fecal
FB0357
FB035722.CDF
cdf-fecal
FB0357
FB035723.CDF
cdf-fecal
FB0357
FB035724.CDF
cdf-fecal
FB0357
FB035725.CDF
cdf-fecal
FB0357
FB035726.CDF
cdf-fecal
FB0357
FB035727.CDF
cdf-fecal
FB0357
FB035728.CDF
cdf-fecal
FB0357
FB035729.CDF
cdf-fecal
FB0357
FB035730.CDF
cdf-fecal
FB0357
FB035731.CDF
cdf-fecal
FB0357
FB035732.CDF
cdf-fecal
FB0357
FB035733.CDF
cdf-fecal
FB0357
FB035734.CDF
cdf-fecal
FB0357
FB035735.CDF
cdf-fecal
FB0357
FB035736.CDF
cdf-fecal
FB0357
FB035737.CDF
cdf-fecal
FB0358
FB035801.CDF
cdf-fecal
FB0358
FB035802.CDF
cdf-fecal
FB0358
FB035803.CDF
cdf-fecal
FB0358
FB035804.CDF
cdf-fecal
FB0358
FB035805.CDF
cdf-fecal
FB0358
FB035806.CDF
cdf-fecal
FB0358
FB035807.CDF
cdf-fecal
FB0358
FB035808.CDF
cdf-fecal
FB0358
FB035809.CDF
cdf-fecal
FB0358
FB035810.CDF
cdf-fecal
FB0358
FB035811.CDF
cdf-fecal
FB0358
FB035812.CDF
cdf-fecal
FB0358
FB035813.CDF
cdf-fecal
FB0358
FB035814.CDF
cdf-fecal
FB0358
FB035815.CDF
cdf-fecal
FB0358
FB035816.CDF
cdf-fecal
FB0358
FB035817.CDF
cdf-fecal
FB0358
FB035818.CDF
cdf-fecal
FB0358
FB035819.CDF
cdf-fecal
FB0358
FB035820.CDF
cdf-fecal
FB0358
FB035821.CDF
cdf-fecal
FB0358
FB035822.CDF
cdf-fecal
FB0358
FB035823.CDF
cdf-fecal
FB0358
FB035824.CDF
cdf-fecal
FB0358
FB035825.CDF
cdf-fecal
FB0358
FB035826.CDF
cdf-fecal
FB0358
FB035827.CDF
cdf-fecal
FB0358
FB035828.CDF
cdf-fecal
FB0358
FB035829.CDF
cdf-fecal
FB0358
FB035830.CDF
cdf-fecal
FB0358
FB035831.CDF
cdf-fecal
FB0358
FB035832.CDF
cdf-fecal
FB0358
FB035833.CDF
cdf-fecal
FB0358
FB035834.CDF
cdf-fecal
FB0358
FB035835.CDF
cdf-fecal
FB0358
FB035836.CDF
cdf-fecal
FB0358
FB035837.CDF
cdf-fecal
FB0359
FB035901.CDF
cdf-fecal
FB0359
FB035902.CDF
cdf-fecal
FB0359
FB035903.CDF
cdf-fecal
FB0359
FB035904.CDF
cdf-fecal
FB0359
FB035905.CDF
cdf-fecal
FB0359
FB035906.CDF
cdf-fecal
FB0359
FB035907.CDF
cdf-fecal
FB0359
FB035908.CDF
cdf-fecal
FB0359
FB035909.CDF
cdf-fecal
FB0359
FB035910.CDF
cdf-fecal
FB0359
FB035911.CDF
cdf-fecal
FB0359
FB035912.CDF
cdf-fecal
FB0359
FB035913.CDF
cdf-fecal
FB0359
FB035914.CDF
cdf-fecal
FB0359
FB035915.CDF
cdf-fecal
FB0359
FB035916.CDF
cdf-fecal
FB0359
FB035917.CDF
cdf-fecal
FB0359
FB035918.CDF
cdf-fecal
FB0359
FB035919.CDF
cdf-fecal
FB0359
FB035920.CDF
cdf-fecal
FB0359
FB035921.CDF
cdf-fecal
FB0359
FB035922.CDF
cdf-fecal
FB0359
FB035923.CDF
cdf-fecal
FB0359
FB035924.CDF
cdf-fecal
FB0359
FB035925.CDF
cdf-fecal
FB0359
FB035926.CDF
cdf-fecal
FB0359
FB035927.CDF
cdf-fecal
FB0359
FB035928.CDF
cdf-fecal
FB0359
FB035929.CDF
cdf-fecal
FB0359
FB035930.CDF
cdf-fecal
FB0359
FB035931.CDF
cdf-fecal
FB0359
FB035932.CDF
cdf-fecal
FB0359
FB035933.CDF
cdf-fecal
FB0359
FB035934.CDF
cdf-fecal
FB0359
FB035935.CDF
cdf-fecal
FB0359
FB035936.CDF
cdf-fecal
FB0359
FB035937.CDF
cdf-fecal
FB0360
FB036001.CDF
cdf-fecal
FB0360
FB036002.CDF
cdf-fecal
FB0360
FB036003.CDF
cdf-fecal
FB0360
FB036004.CDF
cdf-fecal
FB0360
FB036005.CDF
cdf-fecal
FB0360
FB036006.CDF
cdf-fecal
FB0360
FB036007.CDF
cdf-fecal
FB0360
FB036008.CDF
cdf-fecal
FB0360
FB036009.CDF
cdf-fecal
FB0360
FB036010.CDF
cdf-fecal
FB0360
FB036011.CDF
cdf-fecal
FB0360
FB036012.CDF
cdf-fecal
FB0360
FB036013.CDF
cdf-fecal
FB0360
FB036014.CDF
cdf-fecal
FB0360
FB036015.CDF
cdf-fecal
FB0360
FB036016.CDF
cdf-fecal
FB0360
FB036017.CDF
cdf-fecal
FB0360
FB036018.CDF
cdf-fecal
FB0360
FB036019.CDF
cdf-fecal
FB0360
FB036020.CDF
cdf-fecal
FB0360
FB036021.CDF
cdf-fecal
FB0360
FB036022.CDF
cdf-fecal
FB0360
FB036023.CDF
cdf-fecal
FB0360
FB036024.CDF
cdf-fecal
FB0360
FB036025.CDF
cdf-fecal
FB0360
FB036026.CDF
cdf-fecal
FB0360
FB036027.CDF
cdf-fecal
FB0360
FB036028.CDF
cdf-fecal
FB0360
FB036029.CDF
cdf-fecal
FB0360
FB036030.CDF
cdf-fecal
FB0360
FB036031.CDF
cdf-fecal
FB0360
FB036032.CDF
cdf-fecal
FB0360
FB036033.CDF
cdf-fecal
FB0360
FB036034.CDF
cdf-fecal
FB0360
FB036035.CDF
cdf-fecal
FB0360
FB036036.CDF
cdf-fecal
FB0360
FB036037.CDF
cdf-fecal
FB0361
FB036101.CDF
cdf-fecal
FB0361
FB036102.CDF
cdf-fecal
FB0361
FB036103.CDF
cdf-fecal
FB0361
FB036104.CDF
cdf-fecal
FB0361
FB036105.CDF
cdf-fecal
FB0361
FB036106.CDF
cdf-fecal
FB0361
FB036107.CDF
cdf-fecal
FB0361
FB036108.CDF
cdf-fecal
FB0361
FB036109.CDF
cdf-fecal
FB0361
FB036110.CDF
cdf-fecal
FB0361
FB036111.CDF
cdf-fecal
FB0361
FB036112.CDF
cdf-fecal
FB0361
FB036113.CDF
cdf-fecal
FB0361
FB036114.CDF
cdf-fecal
FB0361
FB036115.CDF
cdf-fecal
FB0361
FB036116.CDF
cdf-fecal
FB0361
FB036117.CDF
cdf-fecal
FB0361
FB036118.CDF
cdf-fecal
FB0361
FB036119.CDF
cdf-fecal
FB0361
FB036120.CDF
cdf-fecal
FB0361
FB036121.CDF
cdf-fecal
FB0361
FB036122.CDF
cdf-fecal
FB0361
FB036123.CDF
cdf-fecal
FB0361
FB036124.CDF
cdf-fecal
FB0361
FB036125.CDF
cdf-fecal
FB0361
FB036126.CDF
cdf-fecal
FB0361
FB036127.CDF
cdf-fecal
FB0361
FB036128.CDF
cdf-fecal
FB0361
FB036129.CDF
cdf-fecal
FB0361
FB036130.CDF
cdf-fecal
FB0361
FB036131.CDF
cdf-fecal
FB0361
FB036132.CDF
cdf-fecal
FB0361
FB036133.CDF
cdf-fecal
FB0361
FB036134.CDF
cdf-fecal
FB0361
FB036135.CDF
cdf-fecal
FB0361
FB036136.CDF
cdf-fecal
FB0361
FB036137.CDF
cdf-fecal
FB0362
FB036201.CDF
cdf-fecal
FB0362
FB036202.CDF
cdf-fecal
FB0362
FB036203.CDF
cdf-fecal
FB0362
FB036204.CDF
cdf-fecal
FB0362
FB036205.CDF
cdf-fecal
FB0362
FB036206.CDF
cdf-fecal
FB0362
FB036207.CDF
cdf-fecal
FB0362
FB036208.CDF
cdf-fecal
FB0362
FB036209.CDF
cdf-fecal
FB0362
FB036210.CDF
cdf-fecal
FB0362
FB036211.CDF
cdf-fecal
FB0362
FB036212.CDF
cdf-fecal
FB0362
FB036213.CDF
cdf-fecal
FB0362
FB036214.CDF
cdf-fecal
FB0362
FB036215.CDF
cdf-fecal
FB0362
FB036216.CDF
cdf-fecal
FB0362
FB036217.CDF
cdf-fecal
FB0362
FB036218.CDF
cdf-fecal
FB0362
FB036219.CDF
cdf-fecal
FB0362
FB036220.CDF
cdf-fecal
FB0362
FB036221.CDF
cdf-fecal
FB0362
FB036222.CDF
cdf-fecal
FB0362
FB036223.CDF
cdf-fecal
FB0362
FB036224.CDF
cdf-fecal
FB0362
FB036225.CDF
cdf-fecal
FB0362
FB036226.CDF
cdf-fecal
FB0362
FB036227.CDF
cdf-fecal
FB0362
FB036228.CDF
cdf-fecal
FB0362
FB036229.CDF
cdf-fecal
FB0362
FB036230.CDF
cdf-fecal
FB0362
FB036231.CDF
cdf-fecal
FB0362
FB036232.CDF
cdf-fecal
FB0362
FB036233.CDF
cdf-fecal
FB0362
FB036234.CDF
cdf-fecal
FB0362
FB036235.CDF
cdf-fecal
FB0362
FB036236.CDF
cdf-fecal
FB0362
FB036237.CDF
cdf-fecal
FB0363
FB036301.CDF
cdf-fecal
FB0363
FB036302.CDF
cdf-fecal
FB0363
FB036303.CDF
cdf-fecal
FB0363
FB036304.CDF
cdf-fecal
FB0363
FB036305.CDF
cdf-fecal
FB0363
FB036306.CDF
cdf-fecal
FB0363
FB036307.CDF
cdf-fecal
FB0363
FB036308.CDF
cdf-fecal
FB0363
FB036309.CDF
cdf-fecal
FB0363
FB036310.CDF
cdf-fecal
FB0363
FB036311.CDF
cdf-fecal
FB0363
FB036312.CDF
cdf-fecal
FB0363
FB036313.CDF
cdf-fecal
FB0363
FB036314.CDF
cdf-fecal
FB0363
FB036315.CDF
cdf-fecal
FB0363
FB036316.CDF
cdf-fecal
FB0363
FB036317.CDF
cdf-fecal
FB0363
FB036318.CDF
cdf-fecal
FB0363
FB036319.CDF
cdf-fecal
FB0363
FB036320.CDF
cdf-fecal
FB0363
FB036321.CDF
cdf-fecal
FB0363
FB036322.CDF
cdf-fecal
FB0363
FB036323.CDF
cdf-fecal
FB0363
FB036324.CDF
cdf-fecal
FB0363
FB036325.CDF
cdf-fecal
FB0363
FB036326.CDF
cdf-fecal
FB0363
FB036327.CDF
cdf-fecal
FB0363
FB036328.CDF
cdf-fecal
FB0363
FB036329.CDF
cdf-fecal
FB0363
FB036330.CDF
cdf-fecal
FB0363
FB036331.CDF
cdf-fecal
FB0363
FB036332.CDF
cdf-fecal
FB0363
FB036333.CDF
cdf-fecal
FB0363
FB036334.CDF
cdf-fecal
FB0363
FB036335.CDF
cdf-fecal
FB0363
FB036336.CDF
cdf-fecal
FB0363
FB036337.CDF
cdf-fecal
FB0364
FB036401.CDF
cdf-fecal
FB0364
FB036402.CDF
cdf-fecal
FB0364
FB036403.CDF
cdf-fecal
FB0364
FB036404.CDF
cdf-fecal
FB0364
FB036405.CDF
cdf-fecal
FB0364
FB036406.CDF
cdf-fecal
FB0364
FB036407.CDF
cdf-fecal
FB0364
FB036408.CDF
cdf-fecal
FB0364
FB036409.CDF
cdf-fecal
FB0364
FB036410.CDF
cdf-fecal
FB0364
FB036411.CDF
cdf-fecal
FB0364
FB036412.CDF
cdf-fecal
FB0364
FB036413.CDF
cdf-fecal
FB0364
FB036414.CDF
cdf-fecal
FB0364
FB036415.CDF
cdf-fecal
FB0364
FB036416.CDF
cdf-fecal
FB0364
FB036417.CDF
cdf-fecal
FB0364
FB036418.CDF
cdf-fecal
FB0364
FB036419.CDF
cdf-fecal
FB0364
FB036420.CDF
cdf-fecal
FB0364
FB036421.CDF
cdf-fecal
FB0364
FB036422.CDF
cdf-fecal
FB0364
FB036423.CDF
cdf-fecal
FB0364
FB036424.CDF
cdf-fecal
FB0364
FB036425.CDF
cdf-fecal
FB0364
FB036426.CDF
cdf-fecal
FB0364
FB036427.CDF
cdf-fecal
FB0364
FB036428.CDF
cdf-fecal
FB0364
FB036429.CDF
cdf-fecal
FB0364
FB036430.CDF
cdf-fecal
FB0364
FB036431.CDF
cdf-fecal
FB0364
FB036432.CDF
cdf-fecal
FB0364
FB036433.CDF
cdf-fecal
FB0364
FB036434.CDF
cdf-fecal
FB0364
FB036435.CDF
cdf-fecal
FB0364
FB036436.CDF
cdf-fecal
FB0364
FB036437.CDF
cdf-fecal
FB0365
FB036501.CDF
cdf-fecal
FB0365
FB036502.CDF
cdf-fecal
FB0365
FB036503.CDF
cdf-fecal
FB0365
FB036504.CDF
cdf-fecal
FB0365
FB036505.CDF
cdf-fecal
FB0365
FB036506.CDF
cdf-fecal
FB0365
FB036507.CDF
cdf-fecal
FB0365
FB036508.CDF
cdf-fecal
FB0365
FB036509.CDF
cdf-fecal
FB0365
FB036510.CDF
cdf-fecal
FB0365
FB036511.CDF
cdf-fecal
FB0365
FB036512.CDF
cdf-fecal
FB0365
FB036513.CDF
cdf-fecal
FB0365
FB036514.CDF
cdf-fecal
FB0365
FB036515.CDF
cdf-fecal
FB0365
FB036516.CDF
cdf-fecal
FB0365
FB036517.CDF
cdf-fecal
FB0365
FB036518.CDF
cdf-fecal
FB0365
FB036519.CDF
cdf-fecal
FB0365
FB036520.CDF
cdf-fecal
FB0365
FB036521.CDF
cdf-fecal
FB0365
FB036522.CDF
cdf-fecal
FB0365
FB036523.CDF
cdf-fecal
FB0365
FB036524.CDF
cdf-fecal
FB0365
FB036525.CDF
cdf-fecal
FB0365
FB036526.CDF
cdf-fecal
FB0365
FB036527.CDF
cdf-fecal
FB0365
FB036528.CDF
cdf-fecal
FB0365
FB036529.CDF
cdf-fecal
FB0365
FB036530.CDF
cdf-fecal
FB0365
FB036531.CDF
cdf-fecal
FB0365
FB036532.CDF
cdf-fecal
FB0365
FB036533.CDF
cdf-fecal
FB0365
FB036534.CDF
cdf-fecal
FB0365
FB036535.CDF
cdf-fecal
FB0365
FB036536.CDF
cdf-fecal
FB0365
FB036537.CDF
cdf-fecal
FB0366
FB036601.CDF
cdf-fecal
FB0366
FB036602.CDF
cdf-fecal
FB0366
FB036603.CDF
cdf-fecal
FB0366
FB036604.CDF
cdf-fecal
FB0366
FB036605.CDF
cdf-fecal
FB0366
FB036606.CDF
cdf-fecal
FB0366
FB036607.CDF
cdf-fecal
FB0366
FB036608.CDF
cdf-fecal
FB0366
FB036609.CDF
cdf-fecal
FB0366
FB036610.CDF
cdf-fecal
FB0366
FB036611.CDF
cdf-fecal
FB0366
FB036612.CDF
cdf-fecal
FB0366
FB036613.CDF
cdf-fecal
FB0366
FB036614.CDF
cdf-fecal
FB0366
FB036615.CDF
cdf-fecal
FB0366
FB036616.CDF
cdf-fecal
FB0366
FB036617.CDF
cdf-fecal
FB0366
FB036618.CDF
cdf-fecal
FB0366
FB036619.CDF
cdf-fecal
FB0366
FB036620.CDF
cdf-fecal
FB0366
FB036621.CDF
cdf-fecal
FB0366
FB036622.CDF
cdf-fecal
FB0366
FB036623.CDF
cdf-fecal
FB0366
FB036624.CDF
cdf-fecal
FB0366
FB036625.CDF
cdf-fecal
FB0366
FB036626.CDF
cdf-fecal
FB0366
FB036627.CDF
cdf-fecal
FB0366
FB036628.CDF
cdf-fecal
FB0366
FB036629.CDF
cdf-fecal
FB0366
FB036630.CDF
cdf-fecal
FB0366
FB036631.CDF
cdf-fecal
FB0366
FB036632.CDF
cdf-fecal
FB0366
FB036633.CDF
cdf-fecal
FB0366
FB036634.CDF
cdf-fecal
FB0366
FB036635.CDF
cdf-fecal
FB0366
FB036636.CDF
cdf-fecal
FB0366
FB036637.CDF
cdf-fecal
FB0367
FB036701.CDF
cdf-fecal
FB0367
FB036702.CDF
cdf-fecal
FB0367
FB036703.CDF
cdf-fecal
FB0367
FB036704.CDF
cdf-fecal
FB0367
FB036705.CDF
cdf-fecal
FB0367
FB036706.CDF
cdf-fecal
FB0367
FB036707.CDF
cdf-fecal
FB0367
FB036708.CDF
cdf-fecal
FB0367
FB036709.CDF
cdf-fecal
FB0367
FB036710.CDF
cdf-fecal
FB0367
FB036711.CDF
cdf-fecal
FB0367
FB036712.CDF
cdf-fecal
FB0367
FB036713.CDF
cdf-fecal
FB0367
FB036714.CDF
cdf-fecal
FB0367
FB036715.CDF
cdf-fecal
FB0367
FB036716.CDF
cdf-fecal
FB0367
FB036717.CDF
cdf-fecal
FB0367
FB036718.CDF
cdf-fecal
FB0367
FB036719.CDF
cdf-fecal
FB0367
FB036720.CDF
cdf-fecal
FB0367
FB036721.CDF
cdf-fecal
FB0367
FB036722.CDF
cdf-fecal
FB0367
FB036723.CDF
cdf-fecal
FB0367
FB036724.CDF
cdf-fecal
FB0367
FB036725.CDF
cdf-fecal
FB0367
FB036726.CDF
cdf-fecal
FB0367
FB036727.CDF
cdf-fecal
FB0367
FB036728.CDF
cdf-fecal
FB0367
FB036729.CDF
cdf-fecal
FB0367
FB036730.CDF
cdf-fecal
FB0367
FB036731.CDF
cdf-fecal
FB0367
FB036732.CDF
cdf-fecal
FB0367
FB036733.CDF
cdf-fecal
FB0367
FB036734.CDF
cdf-fecal
FB0367
FB036735.CDF
cdf-fecal
FB0367
FB036736.CDF
cdf-fecal
FB0367
FB036737.CDF
cdf-fecal
FB0368
FB036801.CDF
cdf-fecal
FB0368
FB036802.CDF
cdf-fecal
FB0368
FB036803.CDF
cdf-fecal
FB0368
FB036804.CDF
cdf-fecal
FB0368
FB036805.CDF
cdf-fecal
FB0368
FB036806.CDF
cdf-fecal
FB0368
FB036807.CDF
cdf-fecal
FB0368
FB036808.CDF
cdf-fecal
FB0368
FB036809.CDF
cdf-fecal
FB0368
FB036810.CDF
cdf-fecal
FB0368
FB036811.CDF
cdf-fecal
FB0368
FB036812.CDF
cdf-fecal
FB0368
FB036813.CDF
cdf-fecal
FB0368
FB036814.CDF
cdf-fecal
FB0368
FB036815.CDF
cdf-fecal
FB0368
FB036816.CDF
cdf-fecal
FB0368
FB036817.CDF
cdf-fecal
FB0368
FB036818.CDF
cdf-fecal
FB0368
FB036819.CDF
cdf-fecal
FB0368
FB036820.CDF
cdf-fecal
FB0368
FB036821.CDF
cdf-fecal
FB0368
FB036822.CDF
cdf-fecal
FB0368
FB036823.CDF
cdf-fecal
FB0368
FB036824.CDF
cdf-fecal
FB0368
FB036825.CDF
cdf-fecal
FB0368
FB036826.CDF
cdf-fecal
FB0368
FB036827.CDF
cdf-fecal
FB0368
FB036828.CDF
cdf-fecal
FB0368
FB036829.CDF
cdf-fecal
FB0368
FB036830.CDF
cdf-fecal
FB0368
FB036831.CDF
cdf-fecal
FB0368
FB036832.CDF
cdf-fecal
FB0368
FB036833.CDF
cdf-fecal
FB0368
FB036834.CDF
cdf-fecal
FB0368
FB036835.CDF
cdf-fecal
FB0368
FB036836.CDF
cdf-fecal
FB0368
FB036837.CDF
cdf-fecal
FB0369
FB036901.CDF
cdf-fecal
FB0369
FB036902.CDF
cdf-fecal
FB0369
FB036903.CDF
cdf-fecal
FB0369
FB036904.CDF
cdf-fecal
FB0369
FB036905.CDF
cdf-fecal
FB0369
FB036906.CDF
cdf-fecal
FB0369
FB036907.CDF
cdf-fecal
FB0369
FB036908.CDF
cdf-fecal
FB0369
FB036909.CDF
cdf-fecal
FB0369
FB036910.CDF
cdf-fecal
FB0369
FB036911.CDF
cdf-fecal
FB0369
FB036912.CDF
cdf-fecal
FB0369
FB036913.CDF
cdf-fecal
FB0369
FB036914.CDF
cdf-fecal
FB0369
FB036915.CDF
cdf-fecal
FB0369
FB036916.CDF
cdf-fecal
FB0369
FB036917.CDF
cdf-fecal
FB0369
FB036918.CDF
cdf-fecal
FB0369
FB036919.CDF
cdf-fecal
FB0369
FB036920.CDF
cdf-fecal
FB0369
FB036921.CDF
cdf-fecal
FB0369
FB036922.CDF
cdf-fecal
FB0369
FB036923.CDF
cdf-fecal
FB0369
FB036924.CDF
cdf-fecal
FB0369
FB036925.CDF
cdf-fecal
FB0369
FB036926.CDF
cdf-fecal
FB0369
FB036927.CDF
cdf-fecal
FB0369
FB036928.CDF
cdf-fecal
FB0369
FB036929.CDF
cdf-fecal
FB0369
FB036930.CDF
cdf-fecal
FB0369
FB036931.CDF
cdf-fecal
FB0369
FB036932.CDF
cdf-fecal
FB0369
FB036933.CDF
cdf-fecal
FB0369
FB036934.CDF
cdf-fecal
FB0369
FB036935.CDF
cdf-fecal
FB0369
FB036936.CDF
cdf-fecal
FB0369
FB036937.CDF
cdf-fecal
FB0370
FB037001.CDF
cdf-fecal
FB0370
FB037002.CDF
cdf-fecal
FB0370
FB037003.CDF
cdf-fecal
FB0370
FB037004.CDF
cdf-fecal
FB0370
FB037005.CDF
cdf-fecal
FB0370
FB037006.CDF
cdf-fecal
FB0370
FB037007.CDF
cdf-fecal
FB0370
FB037008.CDF
cdf-fecal
FB0370
FB037009.CDF
cdf-fecal
FB0370
FB037010.CDF
cdf-fecal
FB0370
FB037011.CDF
cdf-fecal
FB0370
FB037012.CDF
cdf-fecal
FB0370
FB037013.CDF
cdf-fecal
FB0370
FB037014.CDF
cdf-fecal
FB0370
FB037015.CDF
cdf-fecal
FB0370
FB037016.CDF
cdf-fecal
FB0370
FB037017.CDF
cdf-fecal
FB0370
FB037018.CDF
cdf-fecal
FB0370
FB037019.CDF
cdf-fecal
FB0370
FB037020.CDF
cdf-fecal
FB0370
FB037021.CDF
cdf-fecal
FB0370
FB037022.CDF
cdf-fecal
FB0370
FB037023.CDF
cdf-fecal
FB0370
FB037024.CDF
cdf-fecal
FB0370
FB037025.CDF
cdf-fecal
FB0370
FB037026.CDF
cdf-fecal
FB0370
FB037027.CDF
cdf-fecal
FB0370
FB037028.CDF
cdf-fecal
FB0370
FB037029.CDF
cdf-fecal
FB0370
FB037030.CDF
cdf-fecal
FB0370
FB037031.CDF
cdf-fecal
FB0370
FB037032.CDF
cdf-fecal
FB0370
FB037033.CDF
cdf-fecal
FB0370
FB037034.CDF
cdf-fecal
FB0370
FB037035.CDF
cdf-fecal
FB0370
FB037036.CDF
cdf-fecal
FB0370
FB037037.CDF
cdf-fecal
FB0371
FB037101.CDF
cdf-fecal
FB0371
FB037102.CDF
cdf-fecal
FB0371
FB037103.CDF
cdf-fecal
FB0371
FB037104.CDF
cdf-fecal
FB0371
FB037105.CDF
cdf-fecal
FB0371
FB037106.CDF
cdf-fecal
FB0371
FB037107.CDF
cdf-fecal
FB0371
FB037108.CDF
cdf-fecal
FB0371
FB037109.CDF
cdf-fecal
FB0371
FB037110.CDF
cdf-fecal
FB0371
FB037111.CDF
cdf-fecal
FB0371
FB037112.CDF
cdf-fecal
FB0371
FB037113.CDF
cdf-fecal
FB0371
FB037114.CDF
cdf-fecal
FB0371
FB037115.CDF
cdf-fecal
FB0371
FB037116.CDF
cdf-fecal
FB0371
FB037117.CDF
cdf-fecal
FB0371
FB037118.CDF
cdf-fecal
FB0371
FB037119.CDF
cdf-fecal
FB0371
FB037120.CDF
cdf-fecal
FB0371
FB037121.CDF
cdf-fecal
FB0371
FB037122.CDF
cdf-fecal
FB0371
FB037123.CDF
cdf-fecal
FB0371
FB037124.CDF
cdf-fecal
FB0371
FB037125.CDF
cdf-fecal
FB0371
FB037126.CDF
cdf-fecal
FB0371
FB037127.CDF
cdf-fecal
FB0371
FB037128.CDF
cdf-fecal
FB0371
FB037129.CDF
cdf-fecal
FB0371
FB037130.CDF
cdf-fecal
FB0371
FB037131.CDF
cdf-fecal
FB0371
FB037132.CDF
cdf-fecal
FB0371
FB037133.CDF
cdf-fecal
FB0371
FB037134.CDF
cdf-fecal
FB0371
FB037135.CDF
cdf-fecal
FB0371
FB037136.CDF
cdf-fecal
FB0371
FB037137.CDF
cdf-fecal
FB0372
FB037201.CDF
cdf-fecal
FB0372
FB037202.CDF
cdf-fecal
FB0372
FB037203.CDF
cdf-fecal
FB0372
FB037204.CDF
cdf-fecal
FB0372
FB037205.CDF
cdf-fecal
FB0372
FB037206.CDF
cdf-fecal
FB0372
FB037207.CDF
cdf-fecal
FB0372
FB037208.CDF
cdf-fecal
FB0372
FB037209.CDF
cdf-fecal
FB0372
FB037210.CDF
cdf-fecal
FB0372
FB037211.CDF
cdf-fecal
FB0372
FB037212.CDF
cdf-fecal
FB0372
FB037213.CDF
cdf-fecal
FB0372
FB037214.CDF
cdf-fecal
FB0372
FB037215.CDF
cdf-fecal
FB0372
FB037216.CDF
cdf-fecal
FB0372
FB037217.CDF
cdf-fecal
FB0372
FB037218.CDF
cdf-fecal
FB0372
FB037219.CDF
cdf-fecal
FB0372
FB037220.CDF
cdf-fecal
FB0372
FB037221.CDF
cdf-fecal
FB0372
FB037222.CDF
cdf-fecal
FB0372
FB037223.CDF
cdf-fecal
FB0372
FB037224.CDF
cdf-fecal
FB0372
FB037225.CDF
cdf-fecal
FB0372
FB037226.CDF
cdf-fecal
FB0372
FB037227.CDF
cdf-fecal
FB0372
FB037228.CDF
cdf-fecal
FB0372
FB037229.CDF
cdf-fecal
FB0372
FB037230.CDF
cdf-fecal
FB0372
FB037231.CDF
cdf-fecal
FB0372
FB037232.CDF
cdf-fecal
FB0372
FB037233.CDF
cdf-fecal
FB0372
FB037234.CDF
cdf-fecal
FB0372
FB037235.CDF
cdf-fecal
FB0372
FB037236.CDF
cdf-fecal
FB0372
FB037237.CDF
cdf-fecal
FB0373
FB037301.CDF
cdf-fecal
FB0373
FB037302.CDF
cdf-fecal
FB0373
FB037303.CDF
cdf-fecal
FB0373
FB037304.CDF
cdf-fecal
FB0373
FB037305.CDF
cdf-fecal
FB0373
FB037306.CDF
cdf-fecal
FB0373
FB037307.CDF
cdf-fecal
FB0373
FB037308.CDF
cdf-fecal
FB0373
FB037309.CDF
cdf-fecal
FB0373
FB037310.CDF
cdf-fecal
FB0373
FB037311.CDF
cdf-fecal
FB0373
FB037312.CDF
cdf-fecal
FB0373
FB037313.CDF
cdf-fecal
FB0373
FB037314.CDF
cdf-fecal
FB0373
FB037315.CDF
cdf-fecal
FB0373
FB037316.CDF
cdf-fecal
FB0373
FB037317.CDF
cdf-fecal
FB0373
FB037318.CDF
cdf-fecal
FB0373
FB037319.CDF
cdf-fecal
FB0373
FB037320.CDF
cdf-fecal
FB0373
FB037321.CDF
cdf-fecal
FB0373
FB037322.CDF
cdf-fecal
FB0373
FB037323.CDF
cdf-fecal
FB0373
FB037324.CDF
cdf-fecal
FB0373
FB037325.CDF
cdf-fecal
FB0373
FB037326.CDF
cdf-fecal
FB0373
FB037327.CDF
cdf-fecal
FB0373
FB037328.CDF
cdf-fecal
FB0373
FB037329.CDF
cdf-fecal
FB0373
FB037330.CDF
cdf-fecal
FB0373
FB037331.CDF
cdf-fecal
FB0373
FB037332.CDF
cdf-fecal
FB0373
FB037333.CDF
cdf-fecal
FB0373
FB037334.CDF
cdf-fecal
FB0373
FB037335.CDF
cdf-fecal
FB0373
FB037336.CDF
cdf-fecal
FB0373
FB037337.CDF
cdf-fecal
FB0374
FB037401.CDF
cdf-fecal
FB0374
FB037402.CDF
cdf-fecal
FB0374
FB037403.CDF
cdf-fecal
FB0374
FB037404.CDF
cdf-fecal
FB0374
FB037405.CDF
cdf-fecal
FB0374
FB037406.CDF
cdf-fecal
FB0374
FB037407.CDF
cdf-fecal
FB0374
FB037408.CDF
cdf-fecal
FB0374
FB037409.CDF
cdf-fecal
FB0374
FB037410.CDF
cdf-fecal
FB0374
FB037411.CDF
cdf-fecal
FB0374
FB037412.CDF
cdf-fecal
FB0374
FB037413.CDF
cdf-fecal
FB0374
FB037414.CDF
cdf-fecal
FB0374
FB037415.CDF
cdf-fecal
FB0374
FB037416.CDF
cdf-fecal
FB0374
FB037417.CDF
cdf-fecal
FB0374
FB037418.CDF
cdf-fecal
FB0374
FB037419.CDF
cdf-fecal
FB0374
FB037420.CDF
cdf-fecal
FB0374
FB037421.CDF
cdf-fecal
FB0374
FB037422.CDF
cdf-fecal
FB0374
FB037423.CDF
cdf-fecal
FB0374
FB037424.CDF
cdf-fecal
FB0374
FB037425.CDF
cdf-fecal
FB0374
FB037426.CDF
cdf-fecal
FB0374
FB037427.CDF
cdf-fecal
FB0374
FB037428.CDF
cdf-fecal
FB0374
FB037429.CDF
cdf-fecal
FB0374
FB037430.CDF
cdf-fecal
FB0374
FB037431.CDF
cdf-fecal
FB0374
FB037432.CDF
cdf-fecal
FB0374
FB037433.CDF
cdf-fecal
FB0374
FB037434.CDF
cdf-fecal
FB0374
FB037435.CDF
cdf-fecal
FB0374
FB037436.CDF
cdf-fecal
FB0374
FB037437.CDF
cdf-fecal
FB0375
FB037501.CDF
cdf-fecal
FB0375
FB037502.CDF
cdf-fecal
FB0375
FB037503.CDF
cdf-fecal
FB0375
FB037504.CDF
cdf-fecal
FB0375
FB037505.CDF
cdf-fecal
FB0375
FB037506.CDF
cdf-fecal
FB0375
FB037507.CDF
cdf-fecal
FB0375
FB037508.CDF
cdf-fecal
FB0375
FB037509.CDF
cdf-fecal
FB0375
FB037510.CDF
cdf-fecal
FB0375
FB037511.CDF
cdf-fecal
FB0375
FB037512.CDF
cdf-fecal
FB0375
FB037513.CDF
cdf-fecal
FB0375
FB037514.CDF
cdf-fecal
FB0375
FB037515.CDF
cdf-fecal
FB0375
FB037516.CDF
cdf-fecal
FB0375
FB037517.CDF
cdf-fecal
FB0375
FB037518.CDF
cdf-fecal
FB0375
FB037519.CDF
cdf-fecal
FB0375
FB037520.CDF
cdf-fecal
FB0375
FB037521.CDF
cdf-fecal
FB0375
FB037522.CDF
cdf-fecal
FB0375
FB037523.CDF
cdf-fecal
FB0375
FB037524.CDF
cdf-fecal
FB0375
FB037525.CDF
cdf-fecal
FB0375
FB037526.CDF
cdf-fecal
FB0375
FB037527.CDF
cdf-fecal
FB0375
FB037528.CDF
cdf-fecal
FB0375
FB037529.CDF
cdf-fecal
FB0375
FB037530.CDF
cdf-fecal
FB0375
FB037531.CDF
cdf-fecal
FB0375
FB037532.CDF
cdf-fecal
FB0375
FB037533.CDF
cdf-fecal
FB0375
FB037534.CDF
cdf-fecal
FB0375
FB037535.CDF
cdf-fecal
FB0375
FB037536.CDF
cdf-fecal
FB0375
FB037537.CDF
cdf-fecal
FB0376
FB037601.CDF
cdf-fecal
FB0376
FB037602.CDF
cdf-fecal
FB0376
FB037603.CDF
cdf-fecal
FB0376
FB037604.CDF
cdf-fecal
FB0376
FB037605.CDF
cdf-fecal
FB0376
FB037606.CDF
cdf-fecal
FB0376
FB037607.CDF
cdf-fecal
FB0376
FB037608.CDF
cdf-fecal
FB0376
FB037609.CDF
cdf-fecal
FB0376
FB037610.CDF
cdf-fecal
FB0376
FB037611.CDF
cdf-fecal
FB0376
FB037612.CDF
cdf-fecal
FB0376
FB037613.CDF
cdf-fecal
FB0376
FB037614.CDF
cdf-fecal
FB0376
FB037615.CDF
cdf-fecal
FB0376
FB037616.CDF
cdf-fecal
FB0376
FB037617.CDF
cdf-fecal
FB0376
FB037618.CDF
cdf-fecal
FB0376
FB037619.CDF
cdf-fecal
FB0376
FB037620.CDF
cdf-fecal
FB0376
FB037621.CDF
cdf-fecal
FB0376
FB037622.CDF
cdf-fecal
FB0376
FB037623.CDF
cdf-fecal
FB0376
FB037624.CDF
cdf-fecal
FB0376
FB037625.CDF
cdf-fecal
FB0376
FB037626.CDF
cdf-fecal
FB0376
FB037627.CDF
cdf-fecal
FB0376
FB037628.CDF
cdf-fecal
FB0376
FB037629.CDF
cdf-fecal
FB0376
FB037630.CDF
cdf-fecal
FB0376
FB037631.CDF
cdf-fecal
FB0376
FB037632.CDF
cdf-fecal
FB0376
FB037633.CDF
cdf-fecal
FB0376
FB037634.CDF
cdf-fecal
FB0376
FB037635.CDF
cdf-fecal
FB0376
FB037636.CDF
cdf-fecal
FB0376
FB037637.CDF
cdf-fecal
FB0377
FB037701.CDF
cdf-fecal
FB0377
FB037702.CDF
cdf-fecal
FB0377
FB037703.CDF
cdf-fecal
FB0377
FB037704.CDF
cdf-fecal
FB0377
FB037705.CDF
cdf-fecal
FB0377
FB037706.CDF
cdf-fecal
FB0377
FB037707.CDF
cdf-fecal
FB0377
FB037708.CDF
cdf-fecal
FB0377
FB037709.CDF
cdf-fecal
FB0377
FB037710.CDF
cdf-fecal
FB0377
FB037711.CDF
cdf-fecal
FB0377
FB037712.CDF
cdf-fecal
FB0377
FB037713.CDF
cdf-fecal
FB0377
FB037714.CDF
cdf-fecal
FB0377
FB037715.CDF
cdf-fecal
FB0377
FB037716.CDF
cdf-fecal
FB0377
FB037717.CDF
cdf-fecal
FB0377
FB037718.CDF
cdf-fecal
FB0377
FB037719.CDF
cdf-fecal
FB0377
FB037720.CDF
cdf-fecal
FB0377
FB037721.CDF
cdf-fecal
FB0377
FB037722.CDF
cdf-fecal
FB0377
FB037723.CDF
cdf-fecal
FB0377
FB037724.CDF
cdf-fecal
FB0377
FB037725.CDF
cdf-fecal
FB0377
FB037726.CDF
cdf-fecal
FB0377
FB037727.CDF
cdf-fecal
FB0377
FB037728.CDF
cdf-fecal
FB0377
FB037729.CDF
cdf-fecal
FB0377
FB037730.CDF
cdf-fecal
FB0377
FB037731.CDF
cdf-fecal
FB0377
FB037732.CDF
cdf-fecal
FB0377
FB037733.CDF
cdf-fecal
FB0377
FB037734.CDF
cdf-fecal
FB0377
FB037735.CDF
cdf-fecal
FB0377
FB037736.CDF
cdf-fecal
FB0377
FB037737.CDF
cdf-fecal
FB0378
FB037801.CDF
cdf-fecal
FB0378
FB037802.CDF
cdf-fecal
FB0378
FB037803.CDF
cdf-fecal
FB0378
FB037804.CDF
cdf-fecal
FB0378
FB037805.CDF
cdf-fecal
FB0378
FB037806.CDF
cdf-fecal
FB0378
FB037807.CDF
cdf-fecal
FB0378
FB037808.CDF
cdf-fecal
FB0378
FB037809.CDF
cdf-fecal
FB0378
FB037810.CDF
cdf-fecal
FB0378
FB037811.CDF
cdf-fecal
FB0378
FB037812.CDF
cdf-fecal
FB0378
FB037813.CDF
cdf-fecal
FB0378
FB037814.CDF
cdf-fecal
FB0378
FB037815.CDF
cdf-fecal
FB0378
FB037816.CDF
cdf-fecal
FB0378
FB037817.CDF
cdf-fecal
FB0378
FB037818.CDF
cdf-fecal
FB0378
FB037819.CDF
cdf-fecal
FB0378
FB037820.CDF
cdf-fecal
FB0378
FB037821.CDF
cdf-fecal
FB0378
FB037822.CDF
cdf-fecal
FB0378
FB037823.CDF
cdf-fecal
FB0378
FB037824.CDF
cdf-fecal
FB0378
FB037825.CDF
cdf-fecal
FB0378
FB037826.CDF
cdf-fecal
FB0378
FB037827.CDF
cdf-fecal
FB0378
FB037828.CDF
cdf-fecal
FB0378
FB037829.CDF
cdf-fecal
FB0378
FB037830.CDF
cdf-fecal
FB0378
FB037831.CDF
cdf-fecal
FB0378
FB037832.CDF
cdf-fecal
FB0378
FB037833.CDF
cdf-fecal
FB0378
FB037834.CDF
cdf-fecal
FB0378
FB037835.CDF
cdf-fecal
FB0378
FB037836.CDF
cdf-fecal
FB0378
FB037837.CDF
cdf-fecal
FB0379
FB037901.CDF
cdf-fecal
FB0379
FB037902.CDF
cdf-fecal
FB0379
FB037903.CDF
cdf-fecal
FB0379
FB037904.CDF
cdf-fecal
FB0379
FB037905.CDF
cdf-fecal
FB0379
FB037906.CDF
cdf-fecal
FB0379
FB037907.CDF
cdf-fecal
FB0379
FB037908.CDF
cdf-fecal
FB0379
FB037909.CDF
cdf-fecal
FB0379
FB037910.CDF
cdf-fecal
FB0379
FB037911.CDF
cdf-fecal
FB0379
FB037912.CDF
cdf-fecal
FB0379
FB037913.CDF
cdf-fecal
FB0379
FB037914.CDF
cdf-fecal
FB0379
FB037915.CDF
cdf-fecal
FB0379
FB037916.CDF
cdf-fecal
FB0379
FB037917.CDF
cdf-fecal
FB0379
FB037918.CDF
cdf-fecal
FB0379
FB037919.CDF
cdf-fecal
FB0379
FB037920.CDF
cdf-fecal
FB0379
FB037921.CDF
cdf-fecal
FB0379
FB037922.CDF
cdf-fecal
FB0379
FB037923.CDF
cdf-fecal
FB0379
FB037924.CDF
cdf-fecal
FB0379
FB037925.CDF
cdf-fecal
FB0379
FB037926.CDF
cdf-fecal
FB0379
FB037927.CDF
cdf-fecal
FB0379
FB037928.CDF
cdf-fecal
FB0379
FB037929.CDF
cdf-fecal
FB0379
FB037930.CDF
cdf-fecal
FB0379
FB037931.CDF
cdf-fecal
FB0379
FB037932.CDF
cdf-fecal
FB0379
FB037933.CDF
cdf-fecal
FB0379
FB037934.CDF
cdf-fecal
FB0379
FB037935.CDF
cdf-fecal
FB0379
FB037936.CDF
cdf-fecal
FB0379
FB037937.CDF
cdf-fecal
FB0380
FB038001.CDF
cdf-fecal
FB0380
FB038002.CDF
cdf-fecal
FB0380
FB038003.CDF
cdf-fecal
FB0380
FB038004.CDF
cdf-fecal
FB0380
FB038005.CDF
cdf-fecal
FB0380
FB038006.CDF
cdf-fecal
FB0380
FB038007.CDF
cdf-fecal
FB0380
FB038008.CDF
cdf-fecal
FB0380
FB038009.CDF
cdf-fecal
FB0380
FB038010.CDF
cdf-fecal
FB0380
FB038011.CDF
cdf-fecal
FB0380
FB038012.CDF
cdf-fecal
FB0380
FB038013.CDF
cdf-fecal
FB0380
FB038014.CDF
cdf-fecal
FB0380
FB038015.CDF
cdf-fecal
FB0380
FB038016.CDF
cdf-fecal
FB0380
FB038017.CDF
cdf-fecal
FB0380
FB038018.CDF
cdf-fecal
FB0380
FB038019.CDF
cdf-fecal
FB0380
FB038020.CDF
cdf-fecal
FB0380
FB038021.CDF
cdf-fecal
FB0380
FB038022.CDF
cdf-fecal
FB0380
FB038023.CDF
cdf-fecal
FB0380
FB038024.CDF
cdf-fecal
FB0380
FB038025.CDF
cdf-fecal
FB0380
FB038026.CDF
cdf-fecal
FB0380
FB038027.CDF
cdf-fecal
FB0380
FB038028.CDF
cdf-fecal
FB0380
FB038029.CDF
cdf-fecal
FB0380
FB038030.CDF
cdf-fecal
FB0380
FB038031.CDF
cdf-fecal
FB0380
FB038032.CDF
cdf-fecal
FB0380
FB038033.CDF
cdf-fecal
FB0380
FB038034.CDF
cdf-fecal
FB0380
FB038035.CDF
cdf-fecal
FB0380
FB038036.CDF
cdf-fecal
FB0380
FB038037.CDF
cdf-fecal
FB0381
FB038101.CDF
cdf-fecal
FB0381
FB038102.CDF
cdf-fecal
FB0381
FB038103.CDF
cdf-fecal
FB0381
FB038104.CDF
cdf-fecal
FB0381
FB038105.CDF
cdf-fecal
FB0381
FB038106.CDF
cdf-fecal
FB0381
FB038107.CDF
cdf-fecal
FB0381
FB038108.CDF
cdf-fecal
FB0381
FB038109.CDF
cdf-fecal
FB0381
FB038110.CDF
cdf-fecal
FB0381
FB038111.CDF
cdf-fecal
FB0381
FB038112.CDF
cdf-fecal
FB0381
FB038113.CDF
cdf-fecal
FB0381
FB038114.CDF
cdf-fecal
FB0381
FB038115.CDF
cdf-fecal
FB0381
FB038116.CDF
cdf-fecal
FB0381
FB038117.CDF
cdf-fecal
FB0381
FB038118.CDF
cdf-fecal
FB0381
FB038119.CDF
cdf-fecal
FB0381
FB038120.CDF
cdf-fecal
FB0381
FB038121.CDF
cdf-fecal
FB0381
FB038122.CDF
cdf-fecal
FB0381
FB038123.CDF
cdf-fecal
FB0381
FB038124.CDF
cdf-fecal
FB0381
FB038125.CDF
cdf-fecal
FB0381
FB038126.CDF
cdf-fecal
FB0381
FB038127.CDF
cdf-fecal
FB0381
FB038128.CDF
cdf-fecal
FB0381
FB038129.CDF
cdf-fecal
FB0381
FB038130.CDF
cdf-fecal
FB0381
FB038131.CDF
cdf-fecal
FB0381
FB038132.CDF
cdf-fecal
FB0381
FB038133.CDF
cdf-fecal
FB0381
FB038134.CDF
cdf-fecal
FB0381
FB038135.CDF
cdf-fecal
FB0381
FB038136.CDF
cdf-fecal
FB0381
FB038137.CDF
cdf-fecal
FB0382
FB038201.CDF
cdf-fecal
FB0382
FB038202.CDF
cdf-fecal
FB0382
FB038203.CDF
cdf-fecal
FB0382
FB038204.CDF
cdf-fecal
FB0382
FB038205.CDF
cdf-fecal
FB0382
FB038206.CDF
cdf-fecal
FB0382
FB038207.CDF
cdf-fecal
FB0382
FB038208.CDF
cdf-fecal
FB0382
FB038209.CDF
cdf-fecal
FB0382
FB038210.CDF
cdf-fecal
FB0382
FB038211.CDF
cdf-fecal
FB0382
FB038212.CDF
cdf-fecal
FB0382
FB038213.CDF
cdf-fecal
FB0382
FB038214.CDF
cdf-fecal
FB0382
FB038215.CDF
cdf-fecal
FB0382
FB038216.CDF
cdf-fecal
FB0382
FB038217.CDF
cdf-fecal
FB0382
FB038218.CDF
cdf-fecal
FB0382
FB038219.CDF
cdf-fecal
FB0382
FB038220.CDF
cdf-fecal
FB0382
FB038221.CDF
cdf-fecal
FB0382
FB038222.CDF
cdf-fecal
FB0382
FB038223.CDF
cdf-fecal
FB0382
FB038224.CDF
cdf-fecal
FB0382
FB038225.CDF
cdf-fecal
FB0382
FB038226.CDF
cdf-fecal
FB0382
FB038227.CDF
cdf-fecal
FB0382
FB038228.CDF
cdf-fecal
FB0382
FB038229.CDF
cdf-fecal
FB0382
FB038230.CDF
cdf-fecal
FB0382
FB038231.CDF
cdf-fecal
FB0382
FB038232.CDF
cdf-fecal
FB0382
FB038233.CDF
cdf-fecal
FB0382
FB038234.CDF
cdf-fecal
FB0382
FB038235.CDF
cdf-fecal
FB0382
FB038236.CDF
cdf-fecal
FB0382
FB038237.CDF
cdf-fecal
FB0383
FB038301.CDF
cdf-fecal
FB0383
FB038302.CDF
cdf-fecal
FB0383
FB038303.CDF
cdf-fecal
FB0383
FB038304.CDF
cdf-fecal
FB0383
FB038305.CDF
cdf-fecal
FB0383
FB038306.CDF
cdf-fecal
FB0383
FB038307.CDF
cdf-fecal
FB0383
FB038308.CDF
cdf-fecal
FB0383
FB038309.CDF
cdf-fecal
FB0383
FB038310.CDF
cdf-fecal
FB0383
FB038311.CDF
cdf-fecal
FB0383
FB038312.CDF
cdf-fecal
FB0383
FB038313.CDF
cdf-fecal
FB0383
FB038314.CDF
cdf-fecal
FB0383
FB038315.CDF
cdf-fecal
FB0383
FB038316.CDF
cdf-fecal
FB0383
FB038317.CDF
cdf-fecal
FB0383
FB038318.CDF
cdf-fecal
FB0383
FB038319.CDF
cdf-fecal
FB0383
FB038320.CDF
cdf-fecal
FB0383
FB038321.CDF
cdf-fecal
FB0383
FB038322.CDF
cdf-fecal
FB0383
FB038323.CDF
cdf-fecal
FB0383
FB038324.CDF
cdf-fecal
FB0383
FB038325.CDF
cdf-fecal
FB0383
FB038326.CDF
cdf-fecal
FB0383
FB038327.CDF
cdf-fecal
FB0383
FB038328.CDF
cdf-fecal
FB0383
FB038329.CDF
cdf-fecal
FB0383
FB038330.CDF
cdf-fecal
FB0383
FB038331.CDF
cdf-fecal
FB0383
FB038332.CDF
cdf-fecal
FB0383
FB038333.CDF
cdf-fecal
FB0383
FB038334.CDF
cdf-fecal
FB0383
FB038335.CDF
cdf-fecal
FB0383
FB038336.CDF
cdf-fecal
FB0383
FB038337.CDF
cdf-fecal
FB0384
FB038401.CDF
cdf-fecal
FB0384
FB038402.CDF
cdf-fecal
FB0384
FB038403.CDF
cdf-fecal
FB0384
FB038404.CDF
cdf-fecal
FB0384
FB038405.CDF
cdf-fecal
FB0384
FB038406.CDF
cdf-fecal
FB0384
FB038407.CDF
cdf-fecal
FB0384
FB038408.CDF
cdf-fecal
FB0384
FB038409.CDF
cdf-fecal
FB0384
FB038410.CDF
cdf-fecal
FB0384
FB038411.CDF
cdf-fecal
FB0384
FB038412.CDF
cdf-fecal
FB0384
FB038413.CDF
cdf-fecal
FB0384
FB038414.CDF
cdf-fecal
FB0384
FB038415.CDF
cdf-fecal
FB0384
FB038416.CDF
cdf-fecal
FB0384
FB038417.CDF
cdf-fecal
FB0384
FB038418.CDF
cdf-fecal
FB0384
FB038419.CDF
cdf-fecal
FB0384
FB038420.CDF
cdf-fecal
FB0384
FB038421.CDF
cdf-fecal
FB0384
FB038422.CDF
cdf-fecal
FB0384
FB038423.CDF
cdf-fecal
FB0384
FB038424.CDF
cdf-fecal
FB0384
FB038425.CDF
cdf-fecal
FB0384
FB038426.CDF
cdf-fecal
FB0384
FB038427.CDF
cdf-fecal
FB0384
FB038428.CDF
cdf-fecal
FB0384
FB038429.CDF
cdf-fecal
FB0384
FB038430.CDF
cdf-fecal
FB0384
FB038431.CDF
cdf-fecal
FB0384
FB038432.CDF
cdf-fecal
FB0384
FB038433.CDF
cdf-fecal
FB0384
FB038434.CDF
cdf-fecal
FB0384
FB038435.CDF
cdf-fecal
FB0384
FB038436.CDF
cdf-fecal
FB0384
FB038437.CDF
cdf-fecal
FB0385
FB038501.CDF
cdf-fecal
FB0385
FB038502.CDF
cdf-fecal
FB0385
FB038503.CDF
cdf-fecal
FB0385
FB038504.CDF
cdf-fecal
FB0385
FB038505.CDF
cdf-fecal
FB0385
FB038506.CDF
cdf-fecal
FB0385
FB038507.CDF
cdf-fecal
FB0385
FB038508.CDF
cdf-fecal
FB0385
FB038509.CDF
cdf-fecal
FB0385
FB038510.CDF
cdf-fecal
FB0385
FB038511.CDF
cdf-fecal
FB0385
FB038512.CDF
cdf-fecal
FB0385
FB038513.CDF
cdf-fecal
FB0385
FB038514.CDF
cdf-fecal
FB0385
FB038515.CDF
cdf-fecal
FB0385
FB038516.CDF
cdf-fecal
FB0385
FB038517.CDF
cdf-fecal
FB0385
FB038518.CDF
cdf-fecal
FB0385
FB038519.CDF
cdf-fecal
FB0385
FB038520.CDF
cdf-fecal
FB0385
FB038521.CDF
cdf-fecal
FB0385
FB038522.CDF
cdf-fecal
FB0385
FB038523.CDF
cdf-fecal
FB0385
FB038524.CDF
cdf-fecal
FB0385
FB038525.CDF
cdf-fecal
FB0385
FB038526.CDF
cdf-fecal
FB0385
FB038527.CDF
cdf-fecal
FB0385
FB038528.CDF
cdf-fecal
FB0385
FB038529.CDF
cdf-fecal
FB0385
FB038530.CDF
cdf-fecal
FB0385
FB038531.CDF
cdf-fecal
FB0385
FB038532.CDF
cdf-fecal
FB0385
FB038533.CDF
cdf-fecal
FB0385
FB038534.CDF
cdf-fecal
FB0385
FB038535.CDF
cdf-fecal
FB0385
FB038536.CDF
cdf-fecal
FB0385
FB038537.CDF
cdf-fecal
FB0386
FB038601.CDF
cdf-fecal
FB0386
FB038602.CDF
cdf-fecal
FB0386
FB038603.CDF
cdf-fecal
FB0386
FB038604.CDF
cdf-fecal
FB0386
FB038605.CDF
cdf-fecal
FB0386
FB038606.CDF
cdf-fecal
FB0386
FB038607.CDF
cdf-fecal
FB0386
FB038608.CDF
cdf-fecal
FB0386
FB038609.CDF
cdf-fecal
FB0386
FB038610.CDF
cdf-fecal
FB0386
FB038611.CDF
cdf-fecal
FB0386
FB038612.CDF
cdf-fecal
FB0386
FB038613.CDF
cdf-fecal
FB0386
FB038614.CDF
cdf-fecal
FB0386
FB038615.CDF
cdf-fecal
FB0386
FB038616.CDF
cdf-fecal
FB0386
FB038617.CDF
cdf-fecal
FB0386
FB038618.CDF
cdf-fecal
FB0386
FB038619.CDF
cdf-fecal
FB0386
FB038620.CDF
cdf-fecal
FB0386
FB038621.CDF
cdf-fecal
FB0386
FB038622.CDF
cdf-fecal
FB0386
FB038623.CDF
cdf-fecal
FB0386
FB038624.CDF
cdf-fecal
FB0386
FB038625.CDF
cdf-fecal
FB0386
FB038626.CDF
cdf-fecal
FB0386
FB038627.CDF
cdf-fecal
FB0386
FB038628.CDF
cdf-fecal
FB0386
FB038629.CDF
cdf-fecal
FB0386
FB038630.CDF
cdf-fecal
FB0386
FB038631.CDF
cdf-fecal
FB0386
FB038632.CDF
cdf-fecal
FB0386
FB038633.CDF
cdf-fecal
FB0386
FB038634.CDF
cdf-fecal
FB0386
FB038635.CDF
cdf-fecal
FB0386
FB038636.CDF
cdf-fecal
FB0386
FB038637.CDF
cdf-fecal
FB0387
FB038701.CDF
cdf-fecal
FB0387
FB038702.CDF
cdf-fecal
FB0387
FB038703.CDF
cdf-fecal
FB0387
FB038704.CDF
cdf-fecal
FB0387
FB038705.CDF
cdf-fecal
FB0387
FB038706.CDF
cdf-fecal
FB0387
FB038707.CDF
cdf-fecal
FB0387
FB038708.CDF
cdf-fecal
FB0387
FB038709.CDF
cdf-fecal
FB0387
FB038710.CDF
cdf-fecal
FB0387
FB038711.CDF
cdf-fecal
FB0387
FB038712.CDF
cdf-fecal
FB0387
FB038713.CDF
cdf-fecal
FB0387
FB038714.CDF
cdf-fecal
FB0387
FB038715.CDF
cdf-fecal
FB0387
FB038716.CDF
cdf-fecal
FB0387
FB038717.CDF
cdf-fecal
FB0387
FB038718.CDF
cdf-fecal
FB0387
FB038719.CDF
cdf-fecal
FB0387
FB038720.CDF
cdf-fecal
FB0387
FB038721.CDF
cdf-fecal
FB0387
FB038722.CDF
cdf-fecal
FB0387
FB038723.CDF
cdf-fecal
FB0387
FB038724.CDF
cdf-fecal
FB0387
FB038725.CDF
cdf-fecal
FB0387
FB038726.CDF
cdf-fecal
FB0387
FB038727.CDF
cdf-fecal
FB0387
FB038728.CDF
cdf-fecal
FB0387
FB038729.CDF
cdf-fecal
FB0387
FB038730.CDF
cdf-fecal
FB0387
FB038731.CDF
cdf-fecal
FB0387
FB038732.CDF
cdf-fecal
FB0387
FB038733.CDF
cdf-fecal
FB0387
FB038734.CDF
cdf-fecal
FB0387
FB038735.CDF
cdf-fecal
FB0387
FB038736.CDF
cdf-fecal
FB0387
FB038737.CDF
cdf-fecal
FB0388
FB038801.CDF
cdf-fecal
FB0388
FB038802.CDF
cdf-fecal
FB0388
FB038803.CDF
cdf-fecal
FB0388
FB038804.CDF
cdf-fecal
FB0388
FB038805.CDF
cdf-fecal
FB0388
FB038806.CDF
cdf-fecal
FB0388
FB038807.CDF
cdf-fecal
FB0388
FB038808.CDF
cdf-fecal
FB0388
FB038809.CDF
cdf-fecal
FB0388
FB038810.CDF
cdf-fecal
FB0388
FB038811.CDF
cdf-fecal
FB0388
FB038812.CDF
cdf-fecal
FB0388
FB038813.CDF
cdf-fecal
FB0388
FB038814.CDF
cdf-fecal
FB0388
FB038815.CDF
cdf-fecal
FB0388
FB038816.CDF
cdf-fecal
FB0388
FB038817.CDF
cdf-fecal
FB0388
FB038818.CDF
cdf-fecal
FB0388
FB038819.CDF
cdf-fecal
FB0388
FB038820.CDF
cdf-fecal
FB0388
FB038821.CDF
cdf-fecal
FB0388
FB038822.CDF
cdf-fecal
FB0388
FB038823.CDF
cdf-fecal
FB0388
FB038824.CDF
cdf-fecal
FB0388
FB038825.CDF
cdf-fecal
FB0388
FB038826.CDF
cdf-fecal
FB0388
FB038827.CDF
cdf-fecal
FB0388
FB038828.CDF
cdf-fecal
FB0388
FB038829.CDF
cdf-fecal
FB0388
FB038830.CDF
cdf-fecal
FB0388
FB038831.CDF
cdf-fecal
FB0388
FB038832.CDF
cdf-fecal
FB0388
FB038833.CDF
cdf-fecal
FB0388
FB038834.CDF
cdf-fecal
FB0388
FB038835.CDF
cdf-fecal
FB0388
FB038836.CDF
cdf-fecal
FB0388
FB038837.CDF
cdf-fecal
FB0389
FB038901.CDF
cdf-fecal
FB0389
FB038902.CDF
cdf-fecal
FB0389
FB038903.CDF
cdf-fecal
FB0389
FB038904.CDF
cdf-fecal
FB0389
FB038905.CDF
cdf-fecal
FB0389
FB038906.CDF
cdf-fecal
FB0389
FB038907.CDF
cdf-fecal
FB0389
FB038908.CDF
cdf-fecal
FB0389
FB038909.CDF
cdf-fecal
FB0389
FB038910.CDF
cdf-fecal
FB0389
FB038911.CDF
cdf-fecal
FB0389
FB038912.CDF
cdf-fecal
FB0389
FB038913.CDF
cdf-fecal
FB0389
FB038914.CDF
cdf-fecal
FB0389
FB038915.CDF
cdf-fecal
FB0389
FB038916.CDF
cdf-fecal
FB0389
FB038917.CDF
cdf-fecal
FB0389
FB038918.CDF
cdf-fecal
FB0389
FB038919.CDF
cdf-fecal
FB0389
FB038920.CDF
cdf-fecal
FB0389
FB038921.CDF
cdf-fecal
FB0389
FB038922.CDF
cdf-fecal
FB0389
FB038923.CDF
cdf-fecal
FB0389
FB038924.CDF
cdf-fecal
FB0389
FB038925.CDF
cdf-fecal
FB0389
FB038926.CDF
cdf-fecal
FB0389
FB038927.CDF
cdf-fecal
FB0389
FB038928.CDF
cdf-fecal
FB0389
FB038929.CDF
cdf-fecal
FB0389
FB038930.CDF
cdf-fecal
FB0389
FB038931.CDF
cdf-fecal
FB0389
FB038932.CDF
cdf-fecal
FB0389
FB038933.CDF
cdf-fecal
FB0389
FB038934.CDF
cdf-fecal
FB0389
FB038935.CDF
cdf-fecal
FB0389
FB038936.CDF
cdf-fecal
FB0389
FB038937.CDF
cdf-fecal
FB0390
FB039001.CDF
cdf-fecal
FB0390
FB039002.CDF
cdf-fecal
FB0390
FB039003.CDF
cdf-fecal
FB0390
FB039004.CDF
cdf-fecal
FB0390
FB039005.CDF
cdf-fecal
FB0390
FB039006.CDF
cdf-fecal
FB0390
FB039007.CDF
cdf-fecal
FB0390
FB039008.CDF
cdf-fecal
FB0390
FB039009.CDF
cdf-fecal
FB0390
FB039010.CDF
cdf-fecal
FB0390
FB039011.CDF
cdf-fecal
FB0390
FB039012.CDF
cdf-fecal
FB0390
FB039013.CDF
cdf-fecal
FB0390
FB039014.CDF
cdf-fecal
FB0390
FB039015.CDF
cdf-fecal
FB0390
FB039016.CDF
cdf-fecal
FB0390
FB039017.CDF
cdf-fecal
FB0390
FB039018.CDF
cdf-fecal
FB0390
FB039019.CDF
cdf-fecal
FB0390
FB039020.CDF
cdf-fecal
FB0390
FB039021.CDF
cdf-fecal
FB0390
FB039022.CDF
cdf-fecal
FB0390
FB039023.CDF
cdf-fecal
FB0390
FB039024.CDF
cdf-fecal
FB0390
FB039025.CDF
cdf-fecal
FB0390
FB039026.CDF
cdf-fecal
FB0390
FB039027.CDF
cdf-fecal
FB0390
FB039028.CDF
cdf-fecal
FB0390
FB039029.CDF
cdf-fecal
FB0390
FB039030.CDF
cdf-fecal
FB0390
FB039031.CDF
cdf-fecal
FB0390
FB039032.CDF
cdf-fecal
FB0390
FB039033.CDF
cdf-fecal
FB0390
FB039034.CDF
cdf-fecal
FB0390
FB039035.CDF
cdf-fecal
FB0390
FB039036.CDF
cdf-fecal
FB0390
FB039037.CDF
cdf-fecal
FB0391
FB039101.CDF
cdf-fecal
FB0391
FB039102.CDF
cdf-fecal
FB0391
FB039103.CDF
cdf-fecal
FB0391
FB039104.CDF
cdf-fecal
FB0391
FB039105.CDF
cdf-fecal
FB0391
FB039106.CDF
cdf-fecal
FB0391
FB039107.CDF
cdf-fecal
FB0391
FB039108.CDF
cdf-fecal
FB0391
FB039109.CDF
cdf-fecal
FB0391
FB039110.CDF
cdf-fecal
FB0391
FB039111.CDF
cdf-fecal
FB0391
FB039112.CDF
cdf-fecal
FB0391
FB039113.CDF
cdf-fecal
FB0391
FB039114.CDF
cdf-fecal
FB0391
FB039115.CDF
cdf-fecal
FB0391
FB039116.CDF
cdf-fecal
FB0391
FB039117.CDF
cdf-fecal
FB0391
FB039118.CDF
cdf-fecal
FB0391
FB039119.CDF
cdf-fecal
FB0391
FB039120.CDF
cdf-fecal
FB0391
FB039121.CDF
cdf-fecal
FB0391
FB039122.CDF
cdf-fecal
FB0391
FB039123.CDF
cdf-fecal
FB0391
FB039124.CDF
cdf-fecal
FB0391
FB039125.CDF
cdf-fecal
FB0391
FB039126.CDF
cdf-fecal
FB0391
FB039127.CDF
cdf-fecal
FB0391
FB039128.CDF
cdf-fecal
FB0391
FB039129.CDF
cdf-fecal
FB0391
FB039130.CDF
cdf-fecal
FB0391
FB039131.CDF
cdf-fecal
FB0391
FB039132.CDF
cdf-fecal
FB0391
FB039133.CDF
cdf-fecal
FB0391
FB039134.CDF
cdf-fecal
FB0391
FB039135.CDF
cdf-fecal
FB0391
FB039136.CDF
cdf-fecal
FB0391
FB039137.CDF
cdf-fecal
FB0392
FB039201.CDF
cdf-fecal
FB0392
FB039202.CDF
cdf-fecal
FB0392
FB039203.CDF
cdf-fecal
FB0392
FB039204.CDF
cdf-fecal
FB0392
FB039205.CDF
cdf-fecal
FB0392
FB039206.CDF
cdf-fecal
FB0392
FB039207.CDF
cdf-fecal
FB0392
FB039208.CDF
cdf-fecal
FB0392
FB039209.CDF
cdf-fecal
FB0392
FB039210.CDF
cdf-fecal
FB0392
FB039211.CDF
cdf-fecal
FB0392
FB039212.CDF
cdf-fecal
FB0392
FB039213.CDF
cdf-fecal
FB0392
FB039214.CDF
cdf-fecal
FB0392
FB039215.CDF
cdf-fecal
FB0392
FB039216.CDF
cdf-fecal
FB0392
FB039217.CDF
cdf-fecal
FB0392
FB039218.CDF
cdf-fecal
FB0392
FB039219.CDF
cdf-fecal
FB0392
FB039220.CDF
cdf-fecal
FB0392
FB039221.CDF
cdf-fecal
FB0392
FB039222.CDF
cdf-fecal
FB0392
FB039223.CDF
cdf-fecal
FB0392
FB039224.CDF
cdf-fecal
FB0392
FB039225.CDF
cdf-fecal
FB0392
FB039226.CDF
cdf-fecal
FB0392
FB039227.CDF
cdf-fecal
FB0392
FB039228.CDF
cdf-fecal
FB0392
FB039229.CDF
cdf-fecal
FB0392
FB039230.CDF
cdf-fecal
FB0392
FB039231.CDF
cdf-fecal
FB0392
FB039232.CDF
cdf-fecal
FB0392
FB039233.CDF
cdf-fecal
FB0392
FB039234.CDF
cdf-fecal
FB0392
FB039235.CDF
cdf-fecal
FB0392
FB039236.CDF
cdf-fecal
FB0392
FB039237.CDF
cdf-fecal
FB0393
FB039301.CDF
cdf-fecal
FB0393
FB039302.CDF
cdf-fecal
FB0393
FB039303.CDF
cdf-fecal
FB0393
FB039304.CDF
cdf-fecal
FB0393
FB039305.CDF
cdf-fecal
FB0393
FB039306.CDF
cdf-fecal
FB0393
FB039307.CDF
cdf-fecal
FB0393
FB039308.CDF
cdf-fecal
FB0393
FB039309.CDF
cdf-fecal
FB0393
FB039310.CDF
cdf-fecal
FB0393
FB039311.CDF
cdf-fecal
FB0393
FB039312.CDF
cdf-fecal
FB0393
FB039313.CDF
cdf-fecal
FB0393
FB039314.CDF
cdf-fecal
FB0393
FB039315.CDF
cdf-fecal
FB0393
FB039316.CDF
cdf-fecal
FB0393
FB039317.CDF
cdf-fecal
FB0393
FB039318.CDF
cdf-fecal
FB0393
FB039319.CDF
cdf-fecal
FB0393
FB039320.CDF
cdf-fecal
FB0393
FB039321.CDF
cdf-fecal
FB0393
FB039322.CDF
cdf-fecal
FB0393
FB039323.CDF
cdf-fecal
FB0393
FB039324.CDF
cdf-fecal
FB0393
FB039325.CDF
cdf-fecal
FB0393
FB039326.CDF
cdf-fecal
FB0393
FB039327.CDF
cdf-fecal
FB0393
FB039328.CDF
cdf-fecal
FB0393
FB039329.CDF
cdf-fecal
FB0393
FB039330.CDF
cdf-fecal
FB0393
FB039331.CDF
cdf-fecal
FB0393
FB039332.CDF
cdf-fecal
FB0393
FB039333.CDF
cdf-fecal
FB0393
FB039334.CDF
cdf-fecal
FB0393
FB039335.CDF
cdf-fecal
FB0393
FB039336.CDF
cdf-fecal
FB0393
FB039337.CDF
cdf-fecal
FB0394
FB039401.CDF
cdf-fecal
FB0394
FB039402.CDF
cdf-fecal
FB0394
FB039403.CDF
cdf-fecal
FB0394
FB039404.CDF
cdf-fecal
FB0394
FB039405.CDF
cdf-fecal
FB0394
FB039406.CDF
cdf-fecal
FB0394
FB039407.CDF
cdf-fecal
FB0394
FB039408.CDF
cdf-fecal
FB0394
FB039409.CDF
cdf-fecal
FB0394
FB039410.CDF
cdf-fecal
FB0394
FB039411.CDF
cdf-fecal
FB0394
FB039412.CDF
cdf-fecal
FB0394
FB039413.CDF
cdf-fecal
FB0394
FB039414.CDF
cdf-fecal
FB0394
FB039415.CDF
cdf-fecal
FB0394
FB039416.CDF
cdf-fecal
FB0394
FB039417.CDF
cdf-fecal
FB0394
FB039418.CDF
cdf-fecal
FB0394
FB039419.CDF
cdf-fecal
FB0394
FB039420.CDF
cdf-fecal
FB0394
FB039421.CDF
cdf-fecal
FB0394
FB039422.CDF
cdf-fecal
FB0394
FB039423.CDF
cdf-fecal
FB0394
FB039424.CDF
cdf-fecal
FB0394
FB039425.CDF
cdf-fecal
FB0394
FB039426.CDF
cdf-fecal
FB0394
FB039427.CDF
cdf-fecal
FB0394
FB039428.CDF
cdf-fecal
FB0394
FB039429.CDF
cdf-fecal
FB0394
FB039430.CDF
cdf-fecal
FB0394
FB039431.CDF
cdf-fecal
FB0394
FB039432.CDF
cdf-fecal
FB0394
FB039433.CDF
cdf-fecal
FB0394
FB039434.CDF
cdf-fecal
FB0394
FB039435.CDF
cdf-fecal
FB0394
FB039436.CDF
cdf-fecal
FB0394
FB039437.CDF
cdf-fecal
FB0395
FB039501.CDF
cdf-fecal
FB0395
FB039502.CDF
cdf-fecal
FB0395
FB039503.CDF
cdf-fecal
FB0395
FB039504.CDF
cdf-fecal
FB0395
FB039505.CDF
cdf-fecal
FB0395
FB039506.CDF
cdf-fecal
FB0395
FB039507.CDF
cdf-fecal
FB0395
FB039508.CDF
cdf-fecal
FB0395
FB039509.CDF
cdf-fecal
FB0395
FB039510.CDF
cdf-fecal
FB0395
FB039511.CDF
cdf-fecal
FB0395
FB039512.CDF
cdf-fecal
FB0395
FB039513.CDF
cdf-fecal
FB0395
FB039514.CDF
cdf-fecal
FB0395
FB039515.CDF
cdf-fecal
FB0395
FB039516.CDF
cdf-fecal
FB0395
FB039517.CDF
cdf-fecal
FB0395
FB039518.CDF
cdf-fecal
FB0395
FB039519.CDF
cdf-fecal
FB0395
FB039520.CDF
cdf-fecal
FB0395
FB039521.CDF
cdf-fecal
FB0395
FB039522.CDF
cdf-fecal
FB0395
FB039523.CDF
cdf-fecal
FB0395
FB039524.CDF
cdf-fecal
FB0395
FB039525.CDF
cdf-fecal
FB0395
FB039526.CDF
cdf-fecal
FB0395
FB039527.CDF
cdf-fecal
FB0395
FB039528.CDF
cdf-fecal
FB0395
FB039529.CDF
cdf-fecal
FB0395
FB039530.CDF
cdf-fecal
FB0395
FB039531.CDF
cdf-fecal
FB0395
FB039532.CDF
cdf-fecal
FB0395
FB039533.CDF
cdf-fecal
FB0395
FB039534.CDF
cdf-fecal
FB0395
FB039535.CDF
cdf-fecal
FB0395
FB039536.CDF
cdf-fecal
FB0395
FB039537.CDF
cdf-fecal
FB0396
FB039601.CDF
cdf-fecal
FB0396
FB039602.CDF
cdf-fecal
FB0396
FB039603.CDF
cdf-fecal
FB0396
FB039604.CDF
cdf-fecal
FB0396
FB039605.CDF
cdf-fecal
FB0396
FB039606.CDF
cdf-fecal
FB0396
FB039607.CDF
cdf-fecal
FB0396
FB039608.CDF
cdf-fecal
FB0396
FB039609.CDF
cdf-fecal
FB0396
FB039610.CDF
cdf-fecal
FB0396
FB039611.CDF
cdf-fecal
FB0396
FB039612.CDF
cdf-fecal
FB0396
FB039613.CDF
cdf-fecal
FB0396
FB039614.CDF
cdf-fecal
FB0396
FB039615.CDF
cdf-fecal
FB0396
FB039616.CDF
cdf-fecal
FB0396
FB039617.CDF
cdf-fecal
FB0396
FB039618.CDF
cdf-fecal
FB0396
FB039619.CDF
cdf-fecal
FB0396
FB039620.CDF
cdf-fecal
FB0396
FB039621.CDF
cdf-fecal
FB0396
FB039622.CDF
cdf-fecal
FB0396
FB039623.CDF
cdf-fecal
FB0396
FB039624.CDF
cdf-fecal
FB0396
FB039625.CDF
cdf-fecal
FB0396
FB039626.CDF
cdf-fecal
FB0396
FB039627.CDF
cdf-fecal
FB0396
FB039628.CDF
cdf-fecal
FB0396
FB039629.CDF
cdf-fecal
FB0396
FB039630.CDF
cdf-fecal
FB0396
FB039631.CDF
cdf-fecal
FB0396
FB039632.CDF
cdf-fecal
FB0396
FB039633.CDF
cdf-fecal
FB0396
FB039634.CDF
cdf-fecal
FB0396
FB039635.CDF
cdf-fecal
FB0396
FB039636.CDF
cdf-fecal
FB0396
FB039637.CDF
cdf-fecal
FB0397
FB039701.CDF
cdf-fecal
FB0397
FB039702.CDF
cdf-fecal
FB0397
FB039703.CDF
cdf-fecal
FB0397
FB039704.CDF
cdf-fecal
FB0397
FB039705.CDF
cdf-fecal
FB0397
FB039706.CDF
cdf-fecal
FB0397
FB039707.CDF
cdf-fecal
FB0397
FB039708.CDF
cdf-fecal
FB0397
FB039709.CDF
cdf-fecal
FB0397
FB039710.CDF
cdf-fecal
FB0397
FB039711.CDF
cdf-fecal
FB0397
FB039712.CDF
cdf-fecal
FB0397
FB039713.CDF
cdf-fecal
FB0397
FB039714.CDF
cdf-fecal
FB0397
FB039715.CDF
cdf-fecal
FB0397
FB039716.CDF
cdf-fecal
FB0397
FB039717.CDF
cdf-fecal
FB0397
FB039718.CDF
cdf-fecal
FB0397
FB039719.CDF
cdf-fecal
FB0397
FB039720.CDF
cdf-fecal
FB0397
FB039721.CDF
cdf-fecal
FB0397
FB039722.CDF
cdf-fecal
FB0397
FB039723.CDF
cdf-fecal
FB0397
FB039724.CDF
cdf-fecal
FB0397
FB039725.CDF
cdf-fecal
FB0397
FB039726.CDF
cdf-fecal
FB0397
FB039727.CDF
cdf-fecal
FB0397
FB039728.CDF
cdf-fecal
FB0397
FB039729.CDF
cdf-fecal
FB0397
FB039730.CDF
cdf-fecal
FB0397
FB039731.CDF
cdf-fecal
FB0397
FB039732.CDF
cdf-fecal
FB0397
FB039733.CDF
cdf-fecal
FB0397
FB039734.CDF
cdf-fecal
FB0397
FB039735.CDF
cdf-fecal
FB0397
FB039736.CDF
cdf-fecal
FB0397
FB039737.CDF
cdf-fecal
FB0398
FB039801.CDF
cdf-fecal
FB0398
FB039802.CDF
cdf-fecal
FB0398
FB039803.CDF
cdf-fecal
FB0398
FB039804.CDF
cdf-fecal
FB0398
FB039805.CDF
cdf-fecal
FB0398
FB039806.CDF
cdf-fecal
FB0398
FB039807.CDF
cdf-fecal
FB0398
FB039808.CDF
cdf-fecal
FB0398
FB039809.CDF
cdf-fecal
FB0398
FB039810.CDF
cdf-fecal
FB0398
FB039811.CDF
cdf-fecal
FB0398
FB039812.CDF
cdf-fecal
FB0398
FB039813.CDF
cdf-fecal
FB0398
FB039814.CDF
cdf-fecal
FB0398
FB039815.CDF
cdf-fecal
FB0398
FB039816.CDF
cdf-fecal
FB0398
FB039817.CDF
cdf-fecal
FB0398
FB039818.CDF
cdf-fecal
FB0398
FB039819.CDF
cdf-fecal
FB0398
FB039820.CDF
cdf-fecal
FB0398
FB039821.CDF
cdf-fecal
FB0398
FB039822.CDF
cdf-fecal
FB0398
FB039823.CDF
cdf-fecal
FB0398
FB039824.CDF
cdf-fecal
FB0398
FB039825.CDF
cdf-fecal
FB0398
FB039826.CDF
cdf-fecal
FB0398
FB039827.CDF
cdf-fecal
FB0398
FB039828.CDF
cdf-fecal
FB0398
FB039829.CDF
cdf-fecal
FB0398
FB039830.CDF
cdf-fecal
FB0398
FB039831.CDF
cdf-fecal
FB0398
FB039832.CDF
cdf-fecal
FB0398
FB039833.CDF
cdf-fecal
FB0398
FB039834.CDF
cdf-fecal
FB0398
FB039835.CDF
cdf-fecal
FB0398
FB039836.CDF
cdf-fecal
FB0398
FB039837.CDF
cdf-fecal
FB0399
FB039901.CDF
cdf-fecal
FB0399
FB039902.CDF
cdf-fecal
FB0399
FB039903.CDF
cdf-fecal
FB0399
FB039904.CDF
cdf-fecal
FB0399
FB039905.CDF
cdf-fecal
FB0399
FB039906.CDF
cdf-fecal
FB0399
FB039907.CDF
cdf-fecal
FB0399
FB039908.CDF
cdf-fecal
FB0399
FB039909.CDF
cdf-fecal
FB0399
FB039910.CDF
cdf-fecal
FB0399
FB039911.CDF
cdf-fecal
FB0399
FB039912.CDF
cdf-fecal
FB0399
FB039913.CDF
cdf-fecal
FB0399
FB039914.CDF
cdf-fecal
FB0399
FB039915.CDF
cdf-fecal
FB0399
FB039916.CDF
cdf-fecal
FB0399
FB039917.CDF
cdf-fecal
FB0399
FB039918.CDF
cdf-fecal
FB0399
FB039919.CDF
cdf-fecal
FB0399
FB039920.CDF
cdf-fecal
FB0399
FB039921.CDF
cdf-fecal
FB0399
FB039922.CDF
cdf-fecal
FB0399
FB039923.CDF
cdf-fecal
FB0399
FB039924.CDF
cdf-fecal
FB0399
FB039925.CDF
cdf-fecal
FB0399
FB039926.CDF
cdf-fecal
FB0399
FB039927.CDF
cdf-fecal
FB0399
FB039928.CDF
cdf-fecal
FB0399
FB039929.CDF
cdf-fecal
FB0399
FB039930.CDF
cdf-fecal
FB0399
FB039931.CDF
cdf-fecal
FB0399
FB039932.CDF
cdf-fecal
FB0399
FB039933.CDF
cdf-fecal
FB0399
FB039934.CDF
cdf-fecal
FB0399
FB039935.CDF
cdf-fecal
FB0399
FB039936.CDF
cdf-fecal
FB0399
FB039937.CDF
cdf-fecal
FB0400
FB040001.CDF
cdf-fecal
FB0400
FB040002.CDF
cdf-fecal
FB0400
FB040003.CDF
cdf-fecal
FB0400
FB040004.CDF
cdf-fecal
FB0400
FB040005.CDF
cdf-fecal
FB0400
FB040006.CDF
cdf-fecal
FB0400
FB040007.CDF
cdf-fecal
FB0400
FB040008.CDF
cdf-fecal
FB0400
FB040009.CDF
cdf-fecal
FB0400
FB040010.CDF
cdf-fecal
FB0400
FB040011.CDF
cdf-fecal
FB0400
FB040012.CDF
cdf-fecal
FB0400
FB040013.CDF
cdf-fecal
FB0400
FB040014.CDF
cdf-fecal
FB0400
FB040015.CDF
cdf-fecal
FB0400
FB040016.CDF
cdf-fecal
FB0400
FB040017.CDF
cdf-fecal
FB0400
FB040018.CDF
cdf-fecal
FB0400
FB040019.CDF
cdf-fecal
FB0400
FB040020.CDF
cdf-fecal
FB0400
FB040021.CDF
cdf-fecal
FB0400
FB040022.CDF
cdf-fecal
FB0400
FB040023.CDF
cdf-fecal
FB0400
FB040024.CDF
cdf-fecal
FB0400
FB040025.CDF
cdf-fecal
FB0400
FB040026.CDF
cdf-fecal
FB0400
FB040027.CDF
cdf-fecal
FB0400
FB040028.CDF
cdf-fecal
FB0400
FB040029.CDF
cdf-fecal
FB0400
FB040030.CDF
cdf-fecal
FB0400
FB040031.CDF
cdf-fecal
FB0400
FB040032.CDF
cdf-fecal
FB0400
FB040033.CDF
cdf-fecal
FB0400
FB040034.CDF
cdf-fecal
FB0400
FB040035.CDF
cdf-fecal
FB0400
FB040036.CDF
cdf-fecal
FB0400
FB040037.CDF
cdf-fecal
FB0401
FB040101.CDF
cdf-fecal
FB0401
FB040102.CDF
cdf-fecal
FB0401
FB040103.CDF
cdf-fecal
FB0401
FB040104.CDF
cdf-fecal
FB0401
FB040105.CDF
cdf-fecal
FB0401
FB040106.CDF
cdf-fecal
FB0401
FB040107.CDF
cdf-fecal
FB0401
FB040108.CDF
cdf-fecal
FB0401
FB040109.CDF
cdf-fecal
FB0401
FB040110.CDF
cdf-fecal
FB0401
FB040111.CDF
cdf-fecal
FB0401
FB040112.CDF
cdf-fecal
FB0401
FB040113.CDF
cdf-fecal
FB0401
FB040114.CDF
cdf-fecal
FB0401
FB040115.CDF
cdf-fecal
FB0401
FB040116.CDF
cdf-fecal
FB0401
FB040117.CDF
cdf-fecal
FB0401
FB040118.CDF
cdf-fecal
FB0401
FB040119.CDF
cdf-fecal
FB0401
FB040120.CDF
cdf-fecal
FB0401
FB040121.CDF
cdf-fecal
FB0401
FB040122.CDF
cdf-fecal
FB0401
FB040123.CDF
cdf-fecal
FB0401
FB040124.CDF
cdf-fecal
FB0401
FB040125.CDF
cdf-fecal
FB0401
FB040126.CDF
cdf-fecal
FB0401
FB040127.CDF
cdf-fecal
FB0401
FB040128.CDF
cdf-fecal
FB0401
FB040129.CDF
cdf-fecal
FB0401
FB040130.CDF
cdf-fecal
FB0401
FB040131.CDF
cdf-fecal
FB0401
FB040132.CDF
cdf-fecal
FB0401
FB040133.CDF
cdf-fecal
FB0401
FB040134.CDF
cdf-fecal
FB0401
FB040135.CDF
cdf-fecal
FB0401
FB040136.CDF
cdf-fecal
FB0401
FB040137.CDF
cdf-fecal
FB0402
FB040201.CDF
cdf-fecal
FB0402
FB040202.CDF
cdf-fecal
FB0402
FB040203.CDF
cdf-fecal
FB0402
FB040204.CDF
cdf-fecal
FB0402
FB040205.CDF
cdf-fecal
FB0402
FB040206.CDF
cdf-fecal
FB0402
FB040207.CDF
cdf-fecal
FB0402
FB040208.CDF
cdf-fecal
FB0402
FB040209.CDF
cdf-fecal
FB0402
FB040210.CDF
cdf-fecal
FB0402
FB040211.CDF
cdf-fecal
FB0402
FB040212.CDF
cdf-fecal
FB0402
FB040213.CDF
cdf-fecal
FB0402
FB040214.CDF
cdf-fecal
FB0402
FB040215.CDF
cdf-fecal
FB0402
FB040216.CDF
cdf-fecal
FB0402
FB040217.CDF
cdf-fecal
FB0402
FB040218.CDF
cdf-fecal
FB0402
FB040219.CDF
cdf-fecal
FB0402
FB040220.CDF
cdf-fecal
FB0402
FB040221.CDF
cdf-fecal
FB0402
FB040222.CDF
cdf-fecal
FB0402
FB040223.CDF
cdf-fecal
FB0402
FB040224.CDF
cdf-fecal
FB0402
FB040225.CDF
cdf-fecal
FB0402
FB040226.CDF
cdf-fecal
FB0402
FB040227.CDF
cdf-fecal
FB0402
FB040228.CDF
cdf-fecal
FB0402
FB040229.CDF
cdf-fecal
FB0402
FB040230.CDF
cdf-fecal
FB0402
FB040231.CDF
cdf-fecal
FB0402
FB040232.CDF
cdf-fecal
FB0402
FB040233.CDF
cdf-fecal
FB0402
FB040234.CDF
cdf-fecal
FB0402
FB040235.CDF
cdf-fecal
FB0402
FB040236.CDF
cdf-fecal
FB0402
FB040237.CDF
cdf-fecal
FB0403
FB040301.CDF
cdf-fecal
FB0403
FB040302.CDF
cdf-fecal
FB0403
FB040303.CDF
cdf-fecal
FB0403
FB040304.CDF
cdf-fecal
FB0403
FB040305.CDF
cdf-fecal
FB0403
FB040306.CDF
cdf-fecal
FB0403
FB040307.CDF
cdf-fecal
FB0403
FB040308.CDF
cdf-fecal
FB0403
FB040309.CDF
cdf-fecal
FB0403
FB040310.CDF
cdf-fecal
FB0403
FB040311.CDF
cdf-fecal
FB0403
FB040312.CDF
cdf-fecal
FB0403
FB040313.CDF
cdf-fecal
FB0403
FB040314.CDF
cdf-fecal
FB0403
FB040315.CDF
cdf-fecal
FB0403
FB040316.CDF
cdf-fecal
FB0403
FB040317.CDF
cdf-fecal
FB0403
FB040318.CDF
cdf-fecal
FB0403
FB040319.CDF
cdf-fecal
FB0403
FB040320.CDF
cdf-fecal
FB0403
FB040321.CDF
cdf-fecal
FB0403
FB040322.CDF
cdf-fecal
FB0403
FB040323.CDF
cdf-fecal
FB0403
FB040324.CDF
cdf-fecal
FB0403
FB040325.CDF
cdf-fecal
FB0403
FB040326.CDF
cdf-fecal
FB0403
FB040327.CDF
cdf-fecal
FB0403
FB040328.CDF
cdf-fecal
FB0403
FB040329.CDF
cdf-fecal
FB0403
FB040330.CDF
cdf-fecal
FB0403
FB040331.CDF
cdf-fecal
FB0403
FB040332.CDF
cdf-fecal
FB0403
FB040333.CDF
cdf-fecal
FB0403
FB040334.CDF
cdf-fecal
FB0403
FB040335.CDF
cdf-fecal
FB0403
FB040336.CDF
cdf-fecal
FB0403
FB040337.CDF
cdf-fecal
FB0404
FB040401.CDF
cdf-fecal
FB0404
FB040402.CDF
cdf-fecal
FB0404
FB040403.CDF
cdf-fecal
FB0404
FB040404.CDF
cdf-fecal
FB0404
FB040405.CDF
cdf-fecal
FB0404
FB040406.CDF
cdf-fecal
FB0404
FB040407.CDF
cdf-fecal
FB0404
FB040408.CDF
cdf-fecal
FB0404
FB040409.CDF
cdf-fecal
FB0404
FB040410.CDF
cdf-fecal
FB0404
FB040411.CDF
cdf-fecal
FB0404
FB040412.CDF
cdf-fecal
FB0404
FB040413.CDF
cdf-fecal
FB0404
FB040414.CDF
cdf-fecal
FB0404
FB040415.CDF
cdf-fecal
FB0404
FB040416.CDF
cdf-fecal
FB0404
FB040417.CDF
cdf-fecal
FB0404
FB040418.CDF
cdf-fecal
FB0404
FB040419.CDF
cdf-fecal
FB0404
FB040420.CDF
cdf-fecal
FB0404
FB040421.CDF
cdf-fecal
FB0404
FB040422.CDF
cdf-fecal
FB0404
FB040423.CDF
cdf-fecal
FB0404
FB040424.CDF
cdf-fecal
FB0404
FB040425.CDF
cdf-fecal
FB0404
FB040426.CDF
cdf-fecal
FB0404
FB040427.CDF
cdf-fecal
FB0404
FB040428.CDF
cdf-fecal
FB0404
FB040429.CDF
cdf-fecal
FB0404
FB040430.CDF
cdf-fecal
FB0404
FB040431.CDF
cdf-fecal
FB0404
FB040432.CDF
cdf-fecal
FB0404
FB040433.CDF
cdf-fecal
FB0404
FB040434.CDF
cdf-fecal
FB0404
FB040435.CDF
cdf-fecal
FB0404
FB040436.CDF
cdf-fecal
FB0404
FB040437.CDF
cdf-fecal
FB0405
FB040501.CDF
cdf-fecal
FB0405
FB040502.CDF
cdf-fecal
FB0405
FB040503.CDF
cdf-fecal
FB0405
FB040504.CDF
cdf-fecal
FB0405
FB040505.CDF
cdf-fecal
FB0405
FB040506.CDF
cdf-fecal
FB0405
FB040507.CDF
cdf-fecal
FB0405
FB040508.CDF
cdf-fecal
FB0405
FB040509.CDF
cdf-fecal
FB0405
FB040510.CDF
cdf-fecal
FB0405
FB040511.CDF
cdf-fecal
FB0405
FB040512.CDF
cdf-fecal
FB0405
FB040513.CDF
cdf-fecal
FB0405
FB040514.CDF
cdf-fecal
FB0405
FB040515.CDF
cdf-fecal
FB0405
FB040516.CDF
cdf-fecal
FB0405
FB040517.CDF
cdf-fecal
FB0405
FB040518.CDF
cdf-fecal
FB0405
FB040519.CDF
cdf-fecal
FB0405
FB040520.CDF
cdf-fecal
FB0405
FB040521.CDF
cdf-fecal
FB0405
FB040522.CDF
cdf-fecal
FB0405
FB040523.CDF
cdf-fecal
FB0405
FB040524.CDF
cdf-fecal
FB0405
FB040525.CDF
cdf-fecal
FB0405
FB040526.CDF
cdf-fecal
FB0405
FB040527.CDF
cdf-fecal
FB0405
FB040528.CDF
cdf-fecal
FB0405
FB040529.CDF
cdf-fecal
FB0405
FB040530.CDF
cdf-fecal
FB0405
FB040531.CDF
cdf-fecal
FB0405
FB040532.CDF
cdf-fecal
FB0405
FB040533.CDF
cdf-fecal
FB0405
FB040534.CDF
cdf-fecal
FB0405
FB040535.CDF
cdf-fecal
FB0405
FB040536.CDF
cdf-fecal
FB0405
FB040537.CDF
cdf-fecal
FB0406
FB040601.CDF
cdf-fecal
FB0406
FB040602.CDF
cdf-fecal
FB0406
FB040603.CDF
cdf-fecal
FB0406
FB040604.CDF
cdf-fecal
FB0406
FB040605.CDF
cdf-fecal
FB0406
FB040606.CDF
cdf-fecal
FB0406
FB040607.CDF
cdf-fecal
FB0406
FB040608.CDF
cdf-fecal
FB0406
FB040609.CDF
cdf-fecal
FB0406
FB040610.CDF
cdf-fecal
FB0406
FB040611.CDF
cdf-fecal
FB0406
FB040612.CDF
cdf-fecal
FB0406
FB040613.CDF
cdf-fecal
FB0406
FB040614.CDF
cdf-fecal
FB0406
FB040615.CDF
cdf-fecal
FB0406
FB040616.CDF
cdf-fecal
FB0406
FB040617.CDF
cdf-fecal
FB0406
FB040618.CDF
cdf-fecal
FB0406
FB040619.CDF
cdf-fecal
FB0406
FB040620.CDF
cdf-fecal
FB0406
FB040621.CDF
cdf-fecal
FB0406
FB040622.CDF
cdf-fecal
FB0406
FB040623.CDF
cdf-fecal
FB0406
FB040624.CDF
cdf-fecal
FB0406
FB040625.CDF
cdf-fecal
FB0406
FB040626.CDF
cdf-fecal
FB0406
FB040627.CDF
cdf-fecal
FB0406
FB040628.CDF
cdf-fecal
FB0406
FB040629.CDF
cdf-fecal
FB0406
FB040630.CDF
cdf-fecal
FB0406
FB040631.CDF
cdf-fecal
FB0406
FB040632.CDF
cdf-fecal
FB0406
FB040633.CDF
cdf-fecal
FB0406
FB040634.CDF
cdf-fecal
FB0406
FB040635.CDF
cdf-fecal
FB0406
FB040636.CDF
cdf-fecal
FB0406
FB040637.CDF
cdf-fecal
FB0407
FB040701.CDF
cdf-fecal
FB0407
FB040702.CDF
cdf-fecal
FB0407
FB040703.CDF
cdf-fecal
FB0407
FB040704.CDF
cdf-fecal
FB0407
FB040705.CDF
cdf-fecal
FB0407
FB040706.CDF
cdf-fecal
FB0407
FB040707.CDF
cdf-fecal
FB0407
FB040708.CDF
cdf-fecal
FB0407
FB040709.CDF
cdf-fecal
FB0407
FB040710.CDF
cdf-fecal
FB0407
FB040711.CDF
cdf-fecal
FB0407
FB040712.CDF
cdf-fecal
FB0407
FB040713.CDF
cdf-fecal
FB0407
FB040714.CDF
cdf-fecal
FB0407
FB040715.CDF
cdf-fecal
FB0407
FB040716.CDF
cdf-fecal
FB0407
FB040717.CDF
cdf-fecal
FB0407
FB040718.CDF
cdf-fecal
FB0407
FB040719.CDF
cdf-fecal
FB0407
FB040720.CDF
cdf-fecal
FB0407
FB040721.CDF
cdf-fecal
FB0407
FB040722.CDF
cdf-fecal
FB0407
FB040723.CDF
cdf-fecal
FB0407
FB040724.CDF
cdf-fecal
FB0407
FB040725.CDF
cdf-fecal
FB0407
FB040726.CDF
cdf-fecal
FB0407
FB040727.CDF
cdf-fecal
FB0407
FB040728.CDF
cdf-fecal
FB0407
FB040729.CDF
cdf-fecal
FB0407
FB040730.CDF
cdf-fecal
FB0407
FB040731.CDF
cdf-fecal
FB0407
FB040732.CDF
cdf-fecal
FB0407
FB040733.CDF
cdf-fecal
FB0407
FB040734.CDF
cdf-fecal
FB0407
FB040735.CDF
cdf-fecal
FB0407
FB040736.CDF
cdf-fecal
FB0407
FB040737.CDF
cdf-fecal
FB0408
FB040801.CDF
cdf-fecal
FB0408
FB040802.CDF
cdf-fecal
FB0408
FB040803.CDF
cdf-fecal
FB0408
FB040804.CDF
cdf-fecal
FB0408
FB040805.CDF
cdf-fecal
FB0408
FB040806.CDF
cdf-fecal
FB0408
FB040807.CDF
cdf-fecal
FB0408
FB040808.CDF
cdf-fecal
FB0408
FB040809.CDF
cdf-fecal
FB0408
FB040810.CDF
cdf-fecal
FB0408
FB040811.CDF
cdf-fecal
FB0408
FB040812.CDF
cdf-fecal
FB0408
FB040813.CDF
cdf-fecal
FB0408
FB040814.CDF
cdf-fecal
FB0408
FB040815.CDF
cdf-fecal
FB0408
FB040816.CDF
cdf-fecal
FB0408
FB040817.CDF
cdf-fecal
FB0408
FB040818.CDF
cdf-fecal
FB0408
FB040819.CDF
cdf-fecal
FB0408
FB040820.CDF
cdf-fecal
FB0408
FB040821.CDF
cdf-fecal
FB0408
FB040822.CDF
cdf-fecal
FB0408
FB040823.CDF
cdf-fecal
FB0408
FB040824.CDF
cdf-fecal
FB0408
FB040825.CDF
cdf-fecal
FB0408
FB040826.CDF
cdf-fecal
FB0408
FB040827.CDF
cdf-fecal
FB0408
FB040828.CDF
cdf-fecal
FB0408
FB040829.CDF
cdf-fecal
FB0408
FB040830.CDF
cdf-fecal
FB0408
FB040831.CDF
cdf-fecal
FB0408
FB040832.CDF
cdf-fecal
FB0408
FB040833.CDF
cdf-fecal
FB0408
FB040834.CDF
cdf-fecal
FB0408
FB040835.CDF
cdf-fecal
FB0408
FB040836.CDF
cdf-fecal
FB0408
FB040837.CDF
cdf-fecal
FB0409
FB040901.CDF
cdf-fecal
FB0409
FB040902.CDF
cdf-fecal
FB0409
FB040903.CDF
cdf-fecal
FB0409
FB040904.CDF
cdf-fecal
FB0409
FB040905.CDF
cdf-fecal
FB0409
FB040906.CDF
cdf-fecal
FB0409
FB040907.CDF
cdf-fecal
FB0409
FB040908.CDF
cdf-fecal
FB0409
FB040909.CDF
cdf-fecal
FB0409
FB040910.CDF
cdf-fecal
FB0409
FB040911.CDF
cdf-fecal
FB0409
FB040912.CDF
cdf-fecal
FB0409
FB040913.CDF
cdf-fecal
FB0409
FB040914.CDF
cdf-fecal
FB0409
FB040915.CDF
cdf-fecal
FB0409
FB040916.CDF
cdf-fecal
FB0409
FB040917.CDF
cdf-fecal
FB0409
FB040918.CDF
cdf-fecal
FB0409
FB040919.CDF
cdf-fecal
FB0409
FB040920.CDF
cdf-fecal
FB0409
FB040921.CDF
cdf-fecal
FB0409
FB040922.CDF
cdf-fecal
FB0409
FB040923.CDF
cdf-fecal
FB0409
FB040924.CDF
cdf-fecal
FB0409
FB040925.CDF
cdf-fecal
FB0409
FB040926.CDF
cdf-fecal
FB0409
FB040927.CDF
cdf-fecal
FB0409
FB040928.CDF
cdf-fecal
FB0409
FB040929.CDF
cdf-fecal
FB0409
FB040930.CDF
cdf-fecal
FB0409
FB040931.CDF
cdf-fecal
FB0409
FB040932.CDF
cdf-fecal
FB0409
FB040933.CDF
cdf-fecal
FB0409
FB040934.CDF
cdf-fecal
FB0409
FB040935.CDF
cdf-fecal
FB0409
FB040936.CDF
cdf-fecal
FB0409
FB040937.CDF
cdf-fecal
FB0410
FB041001.CDF
cdf-fecal
FB0410
FB041002.CDF
cdf-fecal
FB0410
FB041003.CDF
cdf-fecal
FB0410
FB041004.CDF
cdf-fecal
FB0410
FB041005.CDF
cdf-fecal
FB0410
FB041006.CDF
cdf-fecal
FB0410
FB041007.CDF
cdf-fecal
FB0410
FB041008.CDF
cdf-fecal
FB0410
FB041009.CDF
cdf-fecal
FB0410
FB041010.CDF
cdf-fecal
FB0410
FB041011.CDF
cdf-fecal
FB0410
FB041012.CDF
cdf-fecal
FB0410
FB041013.CDF
cdf-fecal
FB0410
FB041014.CDF
cdf-fecal
FB0410
FB041015.CDF
cdf-fecal
FB0410
FB041016.CDF
cdf-fecal
FB0410
FB041017.CDF
cdf-fecal
FB0410
FB041018.CDF
cdf-fecal
FB0410
FB041019.CDF
cdf-fecal
FB0410
FB041020.CDF
cdf-fecal
FB0410
FB041021.CDF
cdf-fecal
FB0410
FB041022.CDF
cdf-fecal
FB0410
FB041023.CDF
cdf-fecal
FB0410
FB041024.CDF
cdf-fecal
FB0410
FB041025.CDF
cdf-fecal
FB0410
FB041026.CDF
cdf-fecal
FB0410
FB041027.CDF
cdf-fecal
FB0410
FB041028.CDF
cdf-fecal
FB0410
FB041029.CDF
cdf-fecal
FB0410
FB041030.CDF
cdf-fecal
FB0410
FB041031.CDF
cdf-fecal
FB0410
FB041032.CDF
cdf-fecal
FB0410
FB041033.CDF
cdf-fecal
FB0410
FB041034.CDF
cdf-fecal
FB0410
FB041035.CDF
cdf-fecal
FB0410
FB041036.CDF
cdf-fecal
FB0410
FB041037.CDF
cdf-fecal
FB0411
FB041101.CDF
cdf-fecal
FB0411
FB041102.CDF
cdf-fecal
FB0411
FB041103.CDF
cdf-fecal
FB0411
FB041104.CDF
cdf-fecal
FB0411
FB041105.CDF
cdf-fecal
FB0411
FB041106.CDF
cdf-fecal
FB0411
FB041107.CDF
cdf-fecal
FB0411
FB041108.CDF
cdf-fecal
FB0411
FB041109.CDF
cdf-fecal
FB0411
FB041110.CDF
cdf-fecal
FB0411
FB041111.CDF
cdf-fecal
FB0411
FB041112.CDF
cdf-fecal
FB0411
FB041113.CDF
cdf-fecal
FB0411
FB041114.CDF
cdf-fecal
FB0411
FB041115.CDF
cdf-fecal
FB0411
FB041116.CDF
cdf-fecal
FB0411
FB041117.CDF
cdf-fecal
FB0411
FB041118.CDF
cdf-fecal
FB0411
FB041119.CDF
cdf-fecal
FB0411
FB041120.CDF
cdf-fecal
FB0411
FB041121.CDF
cdf-fecal
FB0411
FB041122.CDF
cdf-fecal
FB0411
FB041123.CDF
cdf-fecal
FB0411
FB041124.CDF
cdf-fecal
FB0411
FB041125.CDF
cdf-fecal
FB0411
FB041126.CDF
cdf-fecal
FB0411
FB041127.CDF
cdf-fecal
FB0411
FB041128.CDF
cdf-fecal
FB0411
FB041129.CDF
cdf-fecal
FB0411
FB041130.CDF
cdf-fecal
FB0411
FB041131.CDF
cdf-fecal
FB0411
FB041132.CDF
cdf-fecal
FB0411
FB041133.CDF
cdf-fecal
FB0411
FB041134.CDF
cdf-fecal
FB0411
FB041135.CDF
cdf-fecal
FB0411
FB041136.CDF
cdf-fecal
FB0411
FB041137.CDF
cdf-fecal
FB0412
FB041201.CDF
cdf-fecal
FB0412
FB041202.CDF
cdf-fecal
FB0412
FB041203.CDF
cdf-fecal
FB0412
FB041204.CDF
cdf-fecal
FB0412
FB041205.CDF
cdf-fecal
FB0412
FB041206.CDF
cdf-fecal
FB0412
FB041207.CDF
cdf-fecal
FB0412
FB041208.CDF
cdf-fecal
FB0412
FB041209.CDF
cdf-fecal
FB0412
FB041210.CDF
cdf-fecal
FB0412
FB041211.CDF
cdf-fecal
FB0412
FB041212.CDF
cdf-fecal
FB0412
FB041213.CDF
cdf-fecal
FB0412
FB041214.CDF
cdf-fecal
FB0412
FB041215.CDF
cdf-fecal
FB0412
FB041216.CDF
cdf-fecal
FB0412
FB041217.CDF
cdf-fecal
FB0412
FB041218.CDF
cdf-fecal
FB0412
FB041219.CDF
cdf-fecal
FB0412
FB041220.CDF
cdf-fecal
FB0412
FB041221.CDF
cdf-fecal
FB0412
FB041222.CDF
cdf-fecal
FB0412
FB041223.CDF
cdf-fecal
FB0412
FB041224.CDF
cdf-fecal
FB0412
FB041225.CDF
cdf-fecal
FB0412
FB041226.CDF
cdf-fecal
FB0412
FB041227.CDF
cdf-fecal
FB0412
FB041228.CDF
cdf-fecal
FB0412
FB041229.CDF
cdf-fecal
FB0412
FB041230.CDF
cdf-fecal
FB0412
FB041231.CDF
cdf-fecal
FB0412
FB041232.CDF
cdf-fecal
FB0412
FB041233.CDF
cdf-fecal
FB0412
FB041234.CDF
cdf-fecal
FB0412
FB041235.CDF
cdf-fecal
FB0412
FB041236.CDF
cdf-fecal
FB0412
FB041237.CDF
cdf-fecal
FB0413
FB041301.CDF
cdf-fecal
FB0413
FB041302.CDF
cdf-fecal
FB0413
FB041303.CDF
cdf-fecal
FB0413
FB041304.CDF
cdf-fecal
FB0413
FB041305.CDF
cdf-fecal
FB0413
FB041306.CDF
cdf-fecal
FB0413
FB041307.CDF
cdf-fecal
FB0413
FB041308.CDF
cdf-fecal
FB0413
FB041309.CDF
cdf-fecal
FB0413
FB041310.CDF
cdf-fecal
FB0413
FB041311.CDF
cdf-fecal
FB0413
FB041312.CDF
cdf-fecal
FB0413
FB041313.CDF
cdf-fecal
FB0413
FB041314.CDF
cdf-fecal
FB0413
FB041315.CDF
cdf-fecal
FB0413
FB041316.CDF
cdf-fecal
FB0413
FB041317.CDF
cdf-fecal
FB0413
FB041318.CDF
cdf-fecal
FB0413
FB041319.CDF
cdf-fecal
FB0413
FB041320.CDF
cdf-fecal
FB0413
FB041321.CDF
cdf-fecal
FB0413
FB041322.CDF
cdf-fecal
FB0413
FB041323.CDF
cdf-fecal
FB0413
FB041324.CDF
cdf-fecal
FB0413
FB041325.CDF
cdf-fecal
FB0413
FB041326.CDF
cdf-fecal
FB0413
FB041327.CDF
cdf-fecal
FB0413
FB041328.CDF
cdf-fecal
FB0413
FB041329.CDF
cdf-fecal
FB0413
FB041330.CDF
cdf-fecal
FB0413
FB041331.CDF
cdf-fecal
FB0413
FB041332.CDF
cdf-fecal
FB0413
FB041333.CDF
cdf-fecal
FB0413
FB041334.CDF
cdf-fecal
FB0413
FB041335.CDF
cdf-fecal
FB0413
FB041336.CDF
cdf-fecal
FB0413
FB041337.CDF
cdf-fecal
FB0414
FB041401.CDF
cdf-fecal
FB0414
FB041402.CDF
cdf-fecal
FB0414
FB041403.CDF
cdf-fecal
FB0414
FB041404.CDF
cdf-fecal
FB0414
FB041405.CDF
cdf-fecal
FB0414
FB041406.CDF
cdf-fecal
FB0414
FB041407.CDF
cdf-fecal
FB0414
FB041408.CDF
cdf-fecal
FB0414
FB041409.CDF
cdf-fecal
FB0414
FB041410.CDF
cdf-fecal
FB0414
FB041411.CDF
cdf-fecal
FB0414
FB041412.CDF
cdf-fecal
FB0414
FB041413.CDF
cdf-fecal
FB0414
FB041414.CDF
cdf-fecal
FB0414
FB041415.CDF
cdf-fecal
FB0414
FB041416.CDF
cdf-fecal
FB0414
FB041417.CDF
cdf-fecal
FB0414
FB041418.CDF
cdf-fecal
FB0414
FB041419.CDF
cdf-fecal
FB0414
FB041420.CDF
cdf-fecal
FB0414
FB041421.CDF
cdf-fecal
FB0414
FB041422.CDF
cdf-fecal
FB0414
FB041423.CDF
cdf-fecal
FB0414
FB041424.CDF
cdf-fecal
FB0414
FB041425.CDF
cdf-fecal
FB0414
FB041426.CDF
cdf-fecal
FB0414
FB041427.CDF
cdf-fecal
FB0414
FB041428.CDF
cdf-fecal
FB0414
FB041429.CDF
cdf-fecal
FB0414
FB041430.CDF
cdf-fecal
FB0414
FB041431.CDF
cdf-fecal
FB0414
FB041432.CDF
cdf-fecal
FB0414
FB041433.CDF
cdf-fecal
FB0414
FB041434.CDF
cdf-fecal
FB0414
FB041435.CDF
cdf-fecal
FB0414
FB041436.CDF
cdf-fecal
FB0414
FB041437.CDF
cdf-fecal
FB0415
FB041501.CDF
cdf-fecal
FB0415
FB041502.CDF
cdf-fecal
FB0415
FB041503.CDF
cdf-fecal
FB0415
FB041504.CDF
cdf-fecal
FB0415
FB041505.CDF
cdf-fecal
FB0415
FB041506.CDF
cdf-fecal
FB0415
FB041507.CDF
cdf-fecal
FB0415
FB041508.CDF
cdf-fecal
FB0415
FB041509.CDF
cdf-fecal
FB0415
FB041510.CDF
cdf-fecal
FB0415
FB041511.CDF
cdf-fecal
FB0415
FB041512.CDF
cdf-fecal
FB0415
FB041513.CDF
cdf-fecal
FB0415
FB041514.CDF
cdf-fecal
FB0415
FB041515.CDF
cdf-fecal
FB0415
FB041516.CDF
cdf-fecal
FB0415
FB041517.CDF
cdf-fecal
FB0415
FB041518.CDF
cdf-fecal
FB0415
FB041519.CDF
cdf-fecal
FB0415
FB041520.CDF
cdf-fecal
FB0415
FB041521.CDF
cdf-fecal
FB0415
FB041522.CDF
cdf-fecal
FB0415
FB041523.CDF
cdf-fecal
FB0415
FB041524.CDF
cdf-fecal
FB0415
FB041525.CDF
cdf-fecal
FB0415
FB041526.CDF
cdf-fecal
FB0415
FB041527.CDF
cdf-fecal
FB0415
FB041528.CDF
cdf-fecal
FB0415
FB041529.CDF
cdf-fecal
FB0415
FB041530.CDF
cdf-fecal
FB0415
FB041531.CDF
cdf-fecal
FB0415
FB041532.CDF
cdf-fecal
FB0415
FB041533.CDF
cdf-fecal
FB0415
FB041534.CDF
cdf-fecal
FB0415
FB041535.CDF
cdf-fecal
FB0415
FB041536.CDF
cdf-fecal
FB0415
FB041537.CDF
cdf-fecal
FB0416
FB041601.CDF
cdf-fecal
FB0416
FB041602.CDF
cdf-fecal
FB0416
FB041603.CDF
cdf-fecal
FB0416
FB041604.CDF
cdf-fecal
FB0416
FB041605.CDF
cdf-fecal
FB0416
FB041606.CDF
cdf-fecal
FB0416
FB041607.CDF
cdf-fecal
FB0416
FB041608.CDF
cdf-fecal
FB0416
FB041609.CDF
cdf-fecal
FB0416
FB041610.CDF
cdf-fecal
FB0416
FB041611.CDF
cdf-fecal
FB0416
FB041612.CDF
cdf-fecal
FB0416
FB041613.CDF
cdf-fecal
FB0416
FB041614.CDF
cdf-fecal
FB0416
FB041615.CDF
cdf-fecal
FB0416
FB041616.CDF
cdf-fecal
FB0416
FB041617.CDF
cdf-fecal
FB0416
FB041618.CDF
cdf-fecal
FB0416
FB041619.CDF
cdf-fecal
FB0416
FB041620.CDF
cdf-fecal
FB0416
FB041621.CDF
cdf-fecal
FB0416
FB041622.CDF
cdf-fecal
FB0416
FB041623.CDF
cdf-fecal
FB0416
FB041624.CDF
cdf-fecal
FB0416
FB041625.CDF
cdf-fecal
FB0416
FB041626.CDF
cdf-fecal
FB0416
FB041627.CDF
cdf-fecal
FB0416
FB041628.CDF
cdf-fecal
FB0416
FB041629.CDF
cdf-fecal
FB0416
FB041630.CDF
cdf-fecal
FB0416
FB041631.CDF
cdf-fecal
FB0416
FB041632.CDF
cdf-fecal
FB0416
FB041633.CDF
cdf-fecal
FB0416
FB041634.CDF
cdf-fecal
FB0416
FB041635.CDF
cdf-fecal
FB0416
FB041636.CDF
cdf-fecal
FB0416
FB041637.CDF
cdf-fecal
FB0417
FB041701.CDF
cdf-fecal
FB0417
FB041702.CDF
cdf-fecal
FB0417
FB041703.CDF
cdf-fecal
FB0417
FB041704.CDF
cdf-fecal
FB0417
FB041705.CDF
cdf-fecal
FB0417
FB041706.CDF
cdf-fecal
FB0417
FB041707.CDF
cdf-fecal
FB0417
FB041708.CDF
cdf-fecal
FB0417
FB041709.CDF
cdf-fecal
FB0417
FB041710.CDF
cdf-fecal
FB0417
FB041711.CDF
cdf-fecal
FB0417
FB041712.CDF
cdf-fecal
FB0417
FB041713.CDF
cdf-fecal
FB0417
FB041714.CDF
cdf-fecal
FB0417
FB041715.CDF
cdf-fecal
FB0417
FB041716.CDF
cdf-fecal
FB0417
FB041717.CDF
cdf-fecal
FB0417
FB041718.CDF
cdf-fecal
FB0417
FB041719.CDF
cdf-fecal
FB0417
FB041720.CDF
cdf-fecal
FB0417
FB041721.CDF
cdf-fecal
FB0417
FB041722.CDF
cdf-fecal
FB0417
FB041723.CDF
cdf-fecal
FB0417
FB041724.CDF
cdf-fecal
FB0417
FB041725.CDF
cdf-fecal
FB0417
FB041726.CDF
cdf-fecal
FB0417
FB041727.CDF
cdf-fecal
FB0417
FB041728.CDF
cdf-fecal
FB0417
FB041729.CDF
cdf-fecal
FB0417
FB041730.CDF
cdf-fecal
FB0417
FB041731.CDF
cdf-fecal
FB0417
FB041732.CDF
cdf-fecal
FB0417
FB041733.CDF
cdf-fecal
FB0417
FB041734.CDF
cdf-fecal
FB0417
FB041735.CDF
cdf-fecal
FB0417
FB041736.CDF
cdf-fecal
FB0417
FB041737.CDF
cdf-fecal
FB0418
FB041801.CDF
cdf-fecal
FB0418
FB041802.CDF
cdf-fecal
FB0418
FB041803.CDF
cdf-fecal
FB0418
FB041804.CDF
cdf-fecal
FB0418
FB041805.CDF
cdf-fecal
FB0418
FB041806.CDF
cdf-fecal
FB0418
FB041807.CDF
cdf-fecal
FB0418
FB041808.CDF
cdf-fecal
FB0418
FB041809.CDF
cdf-fecal
FB0418
FB041810.CDF
cdf-fecal
FB0418
FB041811.CDF
cdf-fecal
FB0418
FB041812.CDF
cdf-fecal
FB0418
FB041813.CDF
cdf-fecal
FB0418
FB041814.CDF
cdf-fecal
FB0418
FB041815.CDF
cdf-fecal
FB0418
FB041816.CDF
cdf-fecal
FB0418
FB041817.CDF
cdf-fecal
FB0418
FB041818.CDF
cdf-fecal
FB0418
FB041819.CDF
cdf-fecal
FB0418
FB041820.CDF
cdf-fecal
FB0418
FB041821.CDF
cdf-fecal
FB0418
FB041822.CDF
cdf-fecal
FB0418
FB041823.CDF
cdf-fecal
FB0418
FB041824.CDF
cdf-fecal
FB0418
FB041825.CDF
cdf-fecal
FB0418
FB041826.CDF
cdf-fecal
FB0418
FB041827.CDF
cdf-fecal
FB0418
FB041828.CDF
cdf-fecal
FB0418
FB041829.CDF
cdf-fecal
FB0418
FB041830.CDF
cdf-fecal
FB0418
FB041831.CDF
cdf-fecal
FB0418
FB041832.CDF
cdf-fecal
FB0418
FB041833.CDF
cdf-fecal
FB0418
FB041834.CDF
cdf-fecal
FB0418
FB041835.CDF
cdf-fecal
FB0418
FB041836.CDF
cdf-fecal
FB0418
FB041837.CDF
cdf-fecal
FB0419
FB041901.CDF
cdf-fecal
FB0419
FB041902.CDF
cdf-fecal
FB0419
FB041903.CDF
cdf-fecal
FB0419
FB041904.CDF
cdf-fecal
FB0419
FB041905.CDF
cdf-fecal
FB0419
FB041906.CDF
cdf-fecal
FB0419
FB041907.CDF
cdf-fecal
FB0419
FB041908.CDF
cdf-fecal
FB0419
FB041909.CDF
cdf-fecal
FB0419
FB041910.CDF
cdf-fecal
FB0419
FB041911.CDF
cdf-fecal
FB0419
FB041912.CDF
cdf-fecal
FB0419
FB041913.CDF
cdf-fecal
FB0419
FB041914.CDF
cdf-fecal
FB0419
FB041915.CDF
cdf-fecal
FB0419
FB041916.CDF
cdf-fecal
FB0419
FB041917.CDF
cdf-fecal
FB0419
FB041918.CDF
cdf-fecal
FB0419
FB041919.CDF
cdf-fecal
FB0419
FB041920.CDF
cdf-fecal
FB0419
FB041921.CDF
cdf-fecal
FB0419
FB041922.CDF
cdf-fecal
FB0419
FB041923.CDF
cdf-fecal
FB0419
FB041924.CDF
cdf-fecal
FB0419
FB041925.CDF
cdf-fecal
FB0419
FB041926.CDF
cdf-fecal
FB0419
FB041927.CDF
cdf-fecal
FB0419
FB041928.CDF
cdf-fecal
FB0419
FB041929.CDF
cdf-fecal
FB0419
FB041930.CDF
cdf-fecal
FB0419
FB041931.CDF
cdf-fecal
FB0419
FB041932.CDF
cdf-fecal
FB0419
FB041933.CDF
cdf-fecal
FB0419
FB041934.CDF
cdf-fecal
FB0419
FB041935.CDF
cdf-fecal
FB0419
FB041936.CDF
cdf-fecal
FB0419
FB041937.CDF
cdf-fecal
FB0420
FB042001.CDF
cdf-fecal
FB0420
FB042002.CDF
cdf-fecal
FB0420
FB042003.CDF
cdf-fecal
FB0420
FB042004.CDF
cdf-fecal
FB0420
FB042005.CDF
cdf-fecal
FB0420
FB042006.CDF
cdf-fecal
FB0420
FB042007.CDF
cdf-fecal
FB0420
FB042008.CDF
cdf-fecal
FB0420
FB042009.CDF
cdf-fecal
FB0420
FB042010.CDF
cdf-fecal
FB0420
FB042011.CDF
cdf-fecal
FB0420
FB042012.CDF
cdf-fecal
FB0420
FB042013.CDF
cdf-fecal
FB0420
FB042014.CDF
cdf-fecal
FB0420
FB042015.CDF
cdf-fecal
FB0420
FB042016.CDF
cdf-fecal
FB0420
FB042017.CDF
cdf-fecal
FB0420
FB042018.CDF
cdf-fecal
FB0420
FB042019.CDF
cdf-fecal
FB0420
FB042020.CDF
cdf-fecal
FB0420
FB042021.CDF
cdf-fecal
FB0420
FB042022.CDF
cdf-fecal
FB0420
FB042023.CDF
cdf-fecal
FB0420
FB042024.CDF
cdf-fecal
FB0420
FB042025.CDF
cdf-fecal
FB0420
FB042026.CDF
cdf-fecal
FB0420
FB042027.CDF
cdf-fecal
FB0420
FB042028.CDF
cdf-fecal
FB0420
FB042029.CDF
cdf-fecal
FB0420
FB042030.CDF
cdf-fecal
FB0420
FB042031.CDF
cdf-fecal
FB0420
FB042032.CDF
cdf-fecal
FB0420
FB042033.CDF
cdf-fecal
FB0420
FB042034.CDF
cdf-fecal
FB0420
FB042035.CDF
cdf-fecal
FB0420
FB042036.CDF
cdf-fecal
FB0420
FB042037.CDF
cdf-fecal
FB0421
FB042101.CDF
cdf-fecal
FB0421
FB042102.CDF
cdf-fecal
FB0421
FB042103.CDF
cdf-fecal
FB0421
FB042104.CDF
cdf-fecal
FB0421
FB042105.CDF
cdf-fecal
FB0421
FB042106.CDF
cdf-fecal
FB0421
FB042107.CDF
cdf-fecal
FB0421
FB042108.CDF
cdf-fecal
FB0421
FB042109.CDF
cdf-fecal
FB0421
FB042110.CDF
cdf-fecal
FB0421
FB042111.CDF
cdf-fecal
FB0421
FB042112.CDF
cdf-fecal
FB0421
FB042113.CDF
cdf-fecal
FB0421
FB042114.CDF
cdf-fecal
FB0421
FB042115.CDF
cdf-fecal
FB0421
FB042116.CDF
cdf-fecal
FB0421
FB042117.CDF
cdf-fecal
FB0421
FB042118.CDF
cdf-fecal
FB0421
FB042119.CDF
cdf-fecal
FB0421
FB042120.CDF
cdf-fecal
FB0421
FB042121.CDF
cdf-fecal
FB0421
FB042122.CDF
cdf-fecal
FB0421
FB042123.CDF
cdf-fecal
FB0421
FB042124.CDF
cdf-fecal
FB0421
FB042125.CDF
cdf-fecal
FB0421
FB042126.CDF
cdf-fecal
FB0421
FB042127.CDF
cdf-fecal
FB0421
FB042128.CDF
cdf-fecal
FB0421
FB042129.CDF
cdf-fecal
FB0421
FB042130.CDF
cdf-fecal
FB0421
FB042131.CDF
cdf-fecal
FB0421
FB042132.CDF
cdf-fecal
FB0421
FB042133.CDF
cdf-fecal
FB0421
FB042134.CDF
cdf-fecal
FB0421
FB042135.CDF
cdf-fecal
FB0421
FB042136.CDF
cdf-fecal
FB0421
FB042137.CDF
cdf-fecal
FB0422
FB042201.CDF
cdf-fecal
FB0422
FB042202.CDF
cdf-fecal
FB0422
FB042203.CDF
cdf-fecal
FB0422
FB042204.CDF
cdf-fecal
FB0422
FB042205.CDF
cdf-fecal
FB0422
FB042206.CDF
cdf-fecal
FB0422
FB042207.CDF
cdf-fecal
FB0422
FB042208.CDF
cdf-fecal
FB0422
FB042209.CDF
cdf-fecal
FB0422
FB042210.CDF
cdf-fecal
FB0422
FB042211.CDF
cdf-fecal
FB0422
FB042212.CDF
cdf-fecal
FB0422
FB042213.CDF
cdf-fecal
FB0422
FB042214.CDF
cdf-fecal
FB0422
FB042215.CDF
cdf-fecal
FB0422
FB042216.CDF
cdf-fecal
FB0422
FB042217.CDF
cdf-fecal
FB0422
FB042218.CDF
cdf-fecal
FB0422
FB042219.CDF
cdf-fecal
FB0422
FB042220.CDF
cdf-fecal
FB0422
FB042221.CDF
cdf-fecal
FB0422
FB042222.CDF
cdf-fecal
FB0422
FB042223.CDF
cdf-fecal
FB0422
FB042224.CDF
cdf-fecal
FB0422
FB042225.CDF
cdf-fecal
FB0422
FB042226.CDF
cdf-fecal
FB0422
FB042227.CDF
cdf-fecal
FB0422
FB042228.CDF
cdf-fecal
FB0422
FB042229.CDF
cdf-fecal
FB0422
FB042230.CDF
cdf-fecal
FB0422
FB042231.CDF
cdf-fecal
FB0422
FB042232.CDF
cdf-fecal
FB0422
FB042233.CDF
cdf-fecal
FB0422
FB042234.CDF
cdf-fecal
FB0422
FB042235.CDF
cdf-fecal
FB0422
FB042236.CDF
cdf-fecal
FB0422
FB042237.CDF
cdf-fecal
FB0423
FB042301.CDF
cdf-fecal
FB0423
FB042302.CDF
cdf-fecal
FB0423
FB042303.CDF
cdf-fecal
FB0423
FB042304.CDF
cdf-fecal
FB0423
FB042305.CDF
cdf-fecal
FB0423
FB042306.CDF
cdf-fecal
FB0423
FB042307.CDF
cdf-fecal
FB0423
FB042308.CDF
cdf-fecal
FB0423
FB042309.CDF
cdf-fecal
FB0423
FB042310.CDF
cdf-fecal
FB0423
FB042311.CDF
cdf-fecal
FB0423
FB042312.CDF
cdf-fecal
FB0423
FB042313.CDF
cdf-fecal
FB0423
FB042314.CDF
cdf-fecal
FB0423
FB042315.CDF
cdf-fecal
FB0423
FB042316.CDF
cdf-fecal
FB0423
FB042317.CDF
cdf-fecal
FB0423
FB042318.CDF
cdf-fecal
FB0423
FB042319.CDF
cdf-fecal
FB0423
FB042320.CDF
cdf-fecal
FB0423
FB042321.CDF
cdf-fecal
FB0423
FB042322.CDF
cdf-fecal
FB0423
FB042323.CDF
cdf-fecal
FB0423
FB042324.CDF
cdf-fecal
FB0423
FB042325.CDF
cdf-fecal
FB0423
FB042326.CDF
cdf-fecal
FB0423
FB042327.CDF
cdf-fecal
FB0423
FB042328.CDF
cdf-fecal
FB0423
FB042329.CDF
cdf-fecal
FB0423
FB042330.CDF
cdf-fecal
FB0423
FB042331.CDF
cdf-fecal
FB0423
FB042332.CDF
cdf-fecal
FB0423
FB042333.CDF
cdf-fecal
FB0423
FB042334.CDF
cdf-fecal
FB0423
FB042335.CDF
cdf-fecal
FB0423
FB042336.CDF
cdf-fecal
FB0423
FB042337.CDF
cdf-fecal
FB0424
FB042401.CDF
cdf-fecal
FB0424
FB042402.CDF
cdf-fecal
FB0424
FB042403.CDF
cdf-fecal
FB0424
FB042404.CDF
cdf-fecal
FB0424
FB042405.CDF
cdf-fecal
FB0424
FB042406.CDF
cdf-fecal
FB0424
FB042407.CDF
cdf-fecal
FB0424
FB042408.CDF
cdf-fecal
FB0424
FB042409.CDF
cdf-fecal
FB0424
FB042410.CDF
cdf-fecal
FB0424
FB042411.CDF
cdf-fecal
FB0424
FB042412.CDF
cdf-fecal
FB0424
FB042413.CDF
cdf-fecal
FB0424
FB042414.CDF
cdf-fecal
FB0424
FB042415.CDF
cdf-fecal
FB0424
FB042416.CDF
cdf-fecal
FB0424
FB042417.CDF
cdf-fecal
FB0424
FB042418.CDF
cdf-fecal
FB0424
FB042419.CDF
cdf-fecal
FB0424
FB042420.CDF
cdf-fecal
FB0424
FB042421.CDF
cdf-fecal
FB0424
FB042422.CDF
cdf-fecal
FB0424
FB042423.CDF
cdf-fecal
FB0424
FB042424.CDF
cdf-fecal
FB0424
FB042425.CDF
cdf-fecal
FB0424
FB042426.CDF
cdf-fecal
FB0424
FB042427.CDF
cdf-fecal
FB0424
FB042428.CDF
cdf-fecal
FB0424
FB042429.CDF
cdf-fecal
FB0424
FB042430.CDF
cdf-fecal
FB0424
FB042431.CDF
cdf-fecal
FB0424
FB042432.CDF
cdf-fecal
FB0424
FB042433.CDF
cdf-fecal
FB0424
FB042434.CDF
cdf-fecal
FB0424
FB042435.CDF
cdf-fecal
FB0424
FB042436.CDF
cdf-fecal
FB0424
FB042437.CDF
cdf-fecal
FB0425
FB042501.CDF
cdf-fecal
FB0425
FB042502.CDF
cdf-fecal
FB0425
FB042503.CDF
cdf-fecal
FB0425
FB042504.CDF
cdf-fecal
FB0425
FB042505.CDF
cdf-fecal
FB0425
FB042506.CDF
cdf-fecal
FB0425
FB042507.CDF
cdf-fecal
FB0425
FB042508.CDF
cdf-fecal
FB0425
FB042509.CDF
cdf-fecal
FB0425
FB042510.CDF
cdf-fecal
FB0425
FB042511.CDF
cdf-fecal
FB0425
FB042512.CDF
cdf-fecal
FB0425
FB042513.CDF
cdf-fecal
FB0425
FB042514.CDF
cdf-fecal
FB0425
FB042515.CDF
cdf-fecal
FB0425
FB042516.CDF
cdf-fecal
FB0425
FB042517.CDF
cdf-fecal
FB0425
FB042518.CDF
cdf-fecal
FB0425
FB042519.CDF
cdf-fecal
FB0425
FB042520.CDF
cdf-fecal
FB0425
FB042521.CDF
cdf-fecal
FB0425
FB042522.CDF
cdf-fecal
FB0425
FB042523.CDF
cdf-fecal
FB0425
FB042524.CDF
cdf-fecal
FB0425
FB042525.CDF
cdf-fecal
FB0425
FB042526.CDF
cdf-fecal
FB0425
FB042527.CDF
cdf-fecal
FB0425
FB042528.CDF
cdf-fecal
FB0425
FB042529.CDF
cdf-fecal
FB0425
FB042530.CDF
cdf-fecal
FB0425
FB042531.CDF
cdf-fecal
FB0425
FB042532.CDF
cdf-fecal
FB0425
FB042533.CDF
cdf-fecal
FB0425
FB042534.CDF
cdf-fecal
FB0425
FB042535.CDF
cdf-fecal
FB0425
FB042536.CDF
cdf-fecal
FB0425
FB042537.CDF
cdf-fecal
FB0426
FB042601.CDF
cdf-fecal
FB0426
FB042602.CDF
cdf-fecal
FB0426
FB042603.CDF
cdf-fecal
FB0426
FB042604.CDF
cdf-fecal
FB0426
FB042605.CDF
cdf-fecal
FB0426
FB042606.CDF
cdf-fecal
FB0426
FB042607.CDF
cdf-fecal
FB0426
FB042608.CDF
cdf-fecal
FB0426
FB042609.CDF
cdf-fecal
FB0426
FB042610.CDF
cdf-fecal
FB0426
FB042611.CDF
cdf-fecal
FB0426
FB042612.CDF
cdf-fecal
FB0426
FB042613.CDF
cdf-fecal
FB0426
FB042614.CDF
cdf-fecal
FB0426
FB042615.CDF
cdf-fecal
FB0426
FB042616.CDF
cdf-fecal
FB0426
FB042617.CDF
cdf-fecal
FB0426
FB042618.CDF
cdf-fecal
FB0426
FB042619.CDF
cdf-fecal
FB0426
FB042620.CDF
cdf-fecal
FB0426
FB042621.CDF
cdf-fecal
FB0426
FB042622.CDF
cdf-fecal
FB0426
FB042623.CDF
cdf-fecal
FB0426
FB042624.CDF
cdf-fecal
FB0426
FB042625.CDF
cdf-fecal
FB0426
FB042626.CDF
cdf-fecal
FB0426
FB042627.CDF
cdf-fecal
FB0426
FB042628.CDF
cdf-fecal
FB0426
FB042629.CDF
cdf-fecal
FB0426
FB042630.CDF
cdf-fecal
FB0426
FB042631.CDF
cdf-fecal
FB0426
FB042632.CDF
cdf-fecal
FB0426
FB042633.CDF
cdf-fecal
FB0426
FB042634.CDF
cdf-fecal
FB0426
FB042635.CDF
cdf-fecal
FB0426
FB042636.CDF
cdf-fecal
FB0426
FB042637.CDF
cdf-fecal
FB0427
FB042701.CDF
cdf-fecal
FB0427
FB042702.CDF
cdf-fecal
FB0427
FB042703.CDF
cdf-fecal
FB0427
FB042704.CDF
cdf-fecal
FB0427
FB042705.CDF
cdf-fecal
FB0427
FB042706.CDF
cdf-fecal
FB0427
FB042707.CDF
cdf-fecal
FB0427
FB042708.CDF
cdf-fecal
FB0427
FB042709.CDF
cdf-fecal
FB0427
FB042710.CDF
cdf-fecal
FB0427
FB042711.CDF
cdf-fecal
FB0427
FB042712.CDF
cdf-fecal
FB0427
FB042713.CDF
cdf-fecal
FB0427
FB042714.CDF
cdf-fecal
FB0427
FB042715.CDF
cdf-fecal
FB0427
FB042716.CDF
cdf-fecal
FB0427
FB042717.CDF
cdf-fecal
FB0427
FB042718.CDF
cdf-fecal
FB0427
FB042719.CDF
cdf-fecal
FB0427
FB042720.CDF
cdf-fecal
FB0427
FB042721.CDF
cdf-fecal
FB0427
FB042722.CDF
cdf-fecal
FB0427
FB042723.CDF
cdf-fecal
FB0427
FB042724.CDF
cdf-fecal
FB0427
FB042725.CDF
cdf-fecal
FB0427
FB042726.CDF
cdf-fecal
FB0427
FB042727.CDF
cdf-fecal
FB0427
FB042728.CDF
cdf-fecal
FB0427
FB042729.CDF
cdf-fecal
FB0427
FB042730.CDF
cdf-fecal
FB0427
FB042731.CDF
cdf-fecal
FB0427
FB042732.CDF
cdf-fecal
FB0427
FB042733.CDF
cdf-fecal
FB0427
FB042734.CDF
cdf-fecal
FB0427
FB042735.CDF
cdf-fecal
FB0427
FB042736.CDF
cdf-fecal
FB0427
FB042737.CDF
cdf-fecal
FB0428
FB042801.CDF
cdf-fecal
FB0428
FB042802.CDF
cdf-fecal
FB0428
FB042803.CDF
cdf-fecal
FB0428
FB042804.CDF
cdf-fecal
FB0428
FB042805.CDF
cdf-fecal
FB0428
FB042806.CDF
cdf-fecal
FB0428
FB042807.CDF
cdf-fecal
FB0428
FB042808.CDF
cdf-fecal
FB0428
FB042809.CDF
cdf-fecal
FB0428
FB042810.CDF
cdf-fecal
FB0428
FB042811.CDF
cdf-fecal
FB0428
FB042812.CDF
cdf-fecal
FB0428
FB042813.CDF
cdf-fecal
FB0428
FB042814.CDF
cdf-fecal
FB0428
FB042815.CDF
cdf-fecal
FB0428
FB042816.CDF
cdf-fecal
FB0428
FB042817.CDF
cdf-fecal
FB0428
FB042818.CDF
cdf-fecal
FB0428
FB042819.CDF
cdf-fecal
FB0428
FB042820.CDF
cdf-fecal
FB0428
FB042821.CDF
cdf-fecal
FB0428
FB042822.CDF
cdf-fecal
FB0428
FB042823.CDF
cdf-fecal
FB0428
FB042824.CDF
cdf-fecal
FB0428
FB042825.CDF
cdf-fecal
FB0428
FB042826.CDF
cdf-fecal
FB0428
FB042827.CDF
cdf-fecal
FB0428
FB042828.CDF
cdf-fecal
FB0428
FB042829.CDF
cdf-fecal
FB0428
FB042830.CDF
cdf-fecal
FB0428
FB042831.CDF
cdf-fecal
FB0428
FB042832.CDF
cdf-fecal
FB0428
FB042833.CDF
cdf-fecal
FB0428
FB042834.CDF
cdf-fecal
FB0428
FB042835.CDF
cdf-fecal
FB0428
FB042836.CDF
cdf-fecal
FB0428
FB042837.CDF
cdf-fecal
FB0429
FB042901.CDF
cdf-fecal
FB0429
FB042902.CDF
cdf-fecal
FB0429
FB042903.CDF
cdf-fecal
FB0429
FB042904.CDF
cdf-fecal
FB0429
FB042905.CDF
cdf-fecal
FB0429
FB042906.CDF
cdf-fecal
FB0429
FB042907.CDF
cdf-fecal
FB0429
FB042908.CDF
cdf-fecal
FB0429
FB042909.CDF
cdf-fecal
FB0429
FB042910.CDF
cdf-fecal
FB0429
FB042911.CDF
cdf-fecal
FB0429
FB042912.CDF
cdf-fecal
FB0429
FB042913.CDF
cdf-fecal
FB0429
FB042914.CDF
cdf-fecal
FB0429
FB042915.CDF
cdf-fecal
FB0429
FB042916.CDF
cdf-fecal
FB0429
FB042917.CDF
cdf-fecal
FB0429
FB042918.CDF
cdf-fecal
FB0429
FB042919.CDF
cdf-fecal
FB0429
FB042920.CDF
cdf-fecal
FB0429
FB042921.CDF
cdf-fecal
FB0429
FB042922.CDF
cdf-fecal
FB0429
FB042923.CDF
cdf-fecal
FB0429
FB042924.CDF
cdf-fecal
FB0429
FB042925.CDF
cdf-fecal
FB0429
FB042926.CDF
cdf-fecal
FB0429
FB042927.CDF
cdf-fecal
FB0429
FB042928.CDF
cdf-fecal
FB0429
FB042929.CDF
cdf-fecal
FB0429
FB042930.CDF
cdf-fecal
FB0429
FB042931.CDF
cdf-fecal
FB0429
FB042932.CDF
cdf-fecal
FB0429
FB042933.CDF
cdf-fecal
FB0429
FB042934.CDF
cdf-fecal
FB0429
FB042935.CDF
cdf-fecal
FB0429
FB042936.CDF
cdf-fecal
FB0429
FB042937.CDF
cdf-fecal
FB0430
FB043001.CDF
cdf-fecal
FB0430
FB043002.CDF
cdf-fecal
FB0430
FB043003.CDF
cdf-fecal
FB0430
FB043004.CDF
cdf-fecal
FB0430
FB043005.CDF
cdf-fecal
FB0430
FB043006.CDF
cdf-fecal
FB0430
FB043007.CDF
cdf-fecal
FB0430
FB043008.CDF
cdf-fecal
FB0430
FB043009.CDF
cdf-fecal
FB0430
FB043010.CDF
cdf-fecal
FB0430
FB043011.CDF
cdf-fecal
FB0430
FB043012.CDF
cdf-fecal
FB0430
FB043013.CDF
cdf-fecal
FB0430
FB043014.CDF
cdf-fecal
FB0430
FB043015.CDF
cdf-fecal
FB0430
FB043016.CDF
cdf-fecal
FB0430
FB043017.CDF
cdf-fecal
FB0430
FB043018.CDF
cdf-fecal
FB0430
FB043019.CDF
cdf-fecal
FB0430
FB043020.CDF
cdf-fecal
FB0430
FB043021.CDF
cdf-fecal
FB0430
FB043022.CDF
cdf-fecal
FB0430
FB043023.CDF
cdf-fecal
FB0430
FB043024.CDF
cdf-fecal
FB0430
FB043025.CDF
cdf-fecal
FB0430
FB043026.CDF
cdf-fecal
FB0430
FB043027.CDF
cdf-fecal
FB0430
FB043028.CDF
cdf-fecal
FB0430
FB043029.CDF
cdf-fecal
FB0430
FB043030.CDF
cdf-fecal
FB0430
FB043031.CDF
cdf-fecal
FB0430
FB043032.CDF
cdf-fecal
FB0430
FB043033.CDF
cdf-fecal
FB0430
FB043034.CDF
cdf-fecal
FB0430
FB043035.CDF
cdf-fecal
FB0430
FB043036.CDF
cdf-fecal
FB0430
FB043037.CDF
cdf-fecal
FB0431
FB043101.CDF
cdf-fecal
FB0431
FB043102.CDF
cdf-fecal
FB0431
FB043103.CDF
cdf-fecal
FB0431
FB043104.CDF
cdf-fecal
FB0431
FB043105.CDF
cdf-fecal
FB0431
FB043106.CDF
cdf-fecal
FB0431
FB043107.CDF
cdf-fecal
FB0431
FB043108.CDF
cdf-fecal
FB0431
FB043109.CDF
cdf-fecal
FB0431
FB043110.CDF
cdf-fecal
FB0431
FB043111.CDF
cdf-fecal
FB0431
FB043112.CDF
cdf-fecal
FB0431
FB043113.CDF
cdf-fecal
FB0431
FB043114.CDF
cdf-fecal
FB0431
FB043115.CDF
cdf-fecal
FB0431
FB043116.CDF
cdf-fecal
FB0431
FB043117.CDF
cdf-fecal
FB0431
FB043118.CDF
cdf-fecal
FB0431
FB043119.CDF
cdf-fecal
FB0431
FB043120.CDF
cdf-fecal
FB0431
FB043121.CDF
cdf-fecal
FB0431
FB043122.CDF
cdf-fecal
FB0431
FB043123.CDF
cdf-fecal
FB0431
FB043124.CDF
cdf-fecal
FB0431
FB043125.CDF
cdf-fecal
FB0431
FB043126.CDF
cdf-fecal
FB0431
FB043127.CDF
cdf-fecal
FB0431
FB043128.CDF
cdf-fecal
FB0431
FB043129.CDF
cdf-fecal
FB0431
FB043130.CDF
cdf-fecal
FB0431
FB043131.CDF
cdf-fecal
FB0431
FB043132.CDF
cdf-fecal
FB0431
FB043133.CDF
cdf-fecal
FB0431
FB043134.CDF
cdf-fecal
FB0431
FB043135.CDF
cdf-fecal
FB0431
FB043136.CDF
cdf-fecal
FB0431
FB043137.CDF
cdf-fecal
FB0432
FB043201.CDF
cdf-fecal
FB0432
FB043202.CDF
cdf-fecal
FB0432
FB043203.CDF
cdf-fecal
FB0432
FB043204.CDF
cdf-fecal
FB0432
FB043205.CDF
cdf-fecal
FB0432
FB043206.CDF
cdf-fecal
FB0432
FB043207.CDF
cdf-fecal
FB0432
FB043208.CDF
cdf-fecal
FB0432
FB043209.CDF
cdf-fecal
FB0432
FB043210.CDF
cdf-fecal
FB0432
FB043211.CDF
cdf-fecal
FB0432
FB043212.CDF
cdf-fecal
FB0432
FB043213.CDF
cdf-fecal
FB0432
FB043214.CDF
cdf-fecal
FB0432
FB043215.CDF
cdf-fecal
FB0432
FB043216.CDF
cdf-fecal
FB0432
FB043217.CDF
cdf-fecal
FB0432
FB043218.CDF
cdf-fecal
FB0432
FB043219.CDF
cdf-fecal
FB0432
FB043220.CDF
cdf-fecal
FB0432
FB043221.CDF
cdf-fecal
FB0432
FB043222.CDF
cdf-fecal
FB0432
FB043223.CDF
cdf-fecal
FB0432
FB043224.CDF
cdf-fecal
FB0432
FB043225.CDF
cdf-fecal
FB0432
FB043226.CDF
cdf-fecal
FB0432
FB043227.CDF
cdf-fecal
FB0432
FB043228.CDF
cdf-fecal
FB0432
FB043229.CDF
cdf-fecal
FB0432
FB043230.CDF
cdf-fecal
FB0432
FB043231.CDF
cdf-fecal
FB0432
FB043232.CDF
cdf-fecal
FB0432
FB043233.CDF
cdf-fecal
FB0432
FB043234.CDF
cdf-fecal
FB0432
FB043235.CDF
cdf-fecal
FB0432
FB043236.CDF
cdf-fecal
FB0432
FB043237.CDF
cdf-fecal
FB0433
FB043301.CDF
cdf-fecal
FB0433
FB043302.CDF
cdf-fecal
FB0433
FB043303.CDF
cdf-fecal
FB0433
FB043304.CDF
cdf-fecal
FB0433
FB043305.CDF
cdf-fecal
FB0433
FB043306.CDF
cdf-fecal
FB0433
FB043307.CDF
cdf-fecal
FB0433
FB043308.CDF
cdf-fecal
FB0433
FB043309.CDF
cdf-fecal
FB0433
FB043310.CDF
cdf-fecal
FB0433
FB043311.CDF
cdf-fecal
FB0433
FB043312.CDF
cdf-fecal
FB0433
FB043313.CDF
cdf-fecal
FB0433
FB043314.CDF
cdf-fecal
FB0433
FB043315.CDF
cdf-fecal
FB0433
FB043316.CDF
cdf-fecal
FB0433
FB043317.CDF
cdf-fecal
FB0433
FB043318.CDF
cdf-fecal
FB0433
FB043319.CDF
cdf-fecal
FB0433
FB043320.CDF
cdf-fecal
FB0433
FB043321.CDF
cdf-fecal
FB0433
FB043322.CDF
cdf-fecal
FB0433
FB043323.CDF
cdf-fecal
FB0433
FB043324.CDF
cdf-fecal
FB0433
FB043325.CDF
cdf-fecal
FB0433
FB043326.CDF
cdf-fecal
FB0433
FB043327.CDF
cdf-fecal
FB0433
FB043328.CDF
cdf-fecal
FB0433
FB043329.CDF
cdf-fecal
FB0433
FB043330.CDF
cdf-fecal
FB0433
FB043331.CDF
cdf-fecal
FB0433
FB043332.CDF
cdf-fecal
FB0433
FB043333.CDF
cdf-fecal
FB0433
FB043334.CDF
cdf-fecal
FB0433
FB043335.CDF
cdf-fecal
FB0433
FB043336.CDF
cdf-fecal
FB0433
FB043337.CDF
cdf-fecal
FB0434
FB043401.CDF
cdf-fecal
FB0434
FB043402.CDF
cdf-fecal
FB0434
FB043403.CDF
cdf-fecal
FB0434
FB043404.CDF
cdf-fecal
FB0434
FB043405.CDF
cdf-fecal
FB0434
FB043406.CDF
cdf-fecal
FB0434
FB043407.CDF
cdf-fecal
FB0434
FB043408.CDF
cdf-fecal
FB0434
FB043409.CDF
cdf-fecal
FB0434
FB043410.CDF
cdf-fecal
FB0434
FB043411.CDF
cdf-fecal
FB0434
FB043412.CDF
cdf-fecal
FB0434
FB043413.CDF
cdf-fecal
FB0434
FB043414.CDF
cdf-fecal
FB0434
FB043415.CDF
cdf-fecal
FB0434
FB043416.CDF
cdf-fecal
FB0434
FB043417.CDF
cdf-fecal
FB0434
FB043418.CDF
cdf-fecal
FB0434
FB043419.CDF
cdf-fecal
FB0434
FB043420.CDF
cdf-fecal
FB0434
FB043421.CDF
cdf-fecal
FB0434
FB043422.CDF
cdf-fecal
FB0434
FB043423.CDF
cdf-fecal
FB0434
FB043424.CDF
cdf-fecal
FB0434
FB043425.CDF
cdf-fecal
FB0434
FB043426.CDF
cdf-fecal
FB0434
FB043427.CDF
cdf-fecal
FB0434
FB043428.CDF
cdf-fecal
FB0434
FB043429.CDF
cdf-fecal
FB0434
FB043430.CDF
cdf-fecal
FB0434
FB043431.CDF
cdf-fecal
FB0434
FB043432.CDF
cdf-fecal
FB0434
FB043433.CDF
cdf-fecal
FB0434
FB043434.CDF
cdf-fecal
FB0434
FB043435.CDF
cdf-fecal
FB0434
FB043436.CDF
cdf-fecal
FB0434
FB043437.CDF
cdf-fecal
FB0435
FB043501.CDF
cdf-fecal
FB0435
FB043502.CDF
cdf-fecal
FB0435
FB043503.CDF
cdf-fecal
FB0435
FB043504.CDF
cdf-fecal
FB0435
FB043505.CDF
cdf-fecal
FB0435
FB043506.CDF
cdf-fecal
FB0435
FB043507.CDF
cdf-fecal
FB0435
FB043508.CDF
cdf-fecal
FB0435
FB043509.CDF
cdf-fecal
FB0435
FB043510.CDF
cdf-fecal
FB0435
FB043511.CDF
cdf-fecal
FB0435
FB043512.CDF
cdf-fecal
FB0435
FB043513.CDF
cdf-fecal
FB0435
FB043514.CDF
cdf-fecal
FB0435
FB043515.CDF
cdf-fecal
FB0435
FB043516.CDF
cdf-fecal
FB0435
FB043517.CDF
cdf-fecal
FB0435
FB043518.CDF
cdf-fecal
FB0435
FB043519.CDF
cdf-fecal
FB0435
FB043520.CDF
cdf-fecal
FB0435
FB043521.CDF
cdf-fecal
FB0435
FB043522.CDF
cdf-fecal
FB0435
FB043523.CDF
cdf-fecal
FB0435
FB043524.CDF
cdf-fecal
FB0435
FB043525.CDF
cdf-fecal
FB0435
FB043526.CDF
cdf-fecal
FB0435
FB043527.CDF
cdf-fecal
FB0435
FB043528.CDF
cdf-fecal
FB0435
FB043529.CDF
cdf-fecal
FB0435
FB043530.CDF
cdf-fecal
FB0435
FB043531.CDF
cdf-fecal
FB0435
FB043532.CDF
cdf-fecal
FB0435
FB043533.CDF
cdf-fecal
FB0435
FB043534.CDF
cdf-fecal
FB0435
FB043535.CDF
cdf-fecal
FB0435
FB043536.CDF
cdf-fecal
FB0435
FB043537.CDF
cdf-fecal
FB0436
FB043601.CDF
cdf-fecal
FB0436
FB043602.CDF
cdf-fecal
FB0436
FB043603.CDF
cdf-fecal
FB0436
FB043604.CDF
cdf-fecal
FB0436
FB043605.CDF
cdf-fecal
FB0436
FB043606.CDF
cdf-fecal
FB0436
FB043607.CDF
cdf-fecal
FB0436
FB043608.CDF
cdf-fecal
FB0436
FB043609.CDF
cdf-fecal
FB0436
FB043610.CDF
cdf-fecal
FB0436
FB043611.CDF
cdf-fecal
FB0436
FB043612.CDF
cdf-fecal
FB0436
FB043613.CDF
cdf-fecal
FB0436
FB043614.CDF
cdf-fecal
FB0436
FB043615.CDF
cdf-fecal
FB0436
FB043616.CDF
cdf-fecal
FB0436
FB043617.CDF
cdf-fecal
FB0436
FB043618.CDF
cdf-fecal
FB0436
FB043619.CDF
cdf-fecal
FB0436
FB043620.CDF
cdf-fecal
FB0436
FB043621.CDF
cdf-fecal
FB0436
FB043622.CDF
cdf-fecal
FB0436
FB043623.CDF
cdf-fecal
FB0436
FB043624.CDF
cdf-fecal
FB0436
FB043625.CDF
cdf-fecal
FB0436
FB043626.CDF
cdf-fecal
FB0436
FB043627.CDF
cdf-fecal
FB0436
FB043628.CDF
cdf-fecal
FB0436
FB043629.CDF
cdf-fecal
FB0436
FB043630.CDF
cdf-fecal
FB0436
FB043631.CDF
cdf-fecal
FB0436
FB043632.CDF
cdf-fecal
FB0436
FB043633.CDF
cdf-fecal
FB0436
FB043634.CDF
cdf-fecal
FB0436
FB043635.CDF
cdf-fecal
FB0436
FB043636.CDF
cdf-fecal
FB0436
FB043637.CDF
cdf-fecal
FB0437
FB043701.CDF
cdf-fecal
FB0437
FB043702.CDF
cdf-fecal
FB0437
FB043703.CDF
cdf-fecal
FB0437
FB043704.CDF
cdf-fecal
FB0437
FB043705.CDF
cdf-fecal
FB0437
FB043706.CDF
cdf-fecal
FB0437
FB043707.CDF
cdf-fecal
FB0437
FB043708.CDF
cdf-fecal
FB0437
FB043709.CDF
cdf-fecal
FB0437
FB043710.CDF
cdf-fecal
FB0437
FB043711.CDF
cdf-fecal
FB0437
FB043712.CDF
cdf-fecal
FB0437
FB043713.CDF
cdf-fecal
FB0437
FB043714.CDF
cdf-fecal
FB0437
FB043715.CDF
cdf-fecal
FB0437
FB043716.CDF
cdf-fecal
FB0437
FB043717.CDF
cdf-fecal
FB0437
FB043718.CDF
cdf-fecal
FB0437
FB043719.CDF
cdf-fecal
FB0437
FB043720.CDF
cdf-fecal
FB0437
FB043721.CDF
cdf-fecal
FB0437
FB043722.CDF
cdf-fecal
FB0437
FB043723.CDF
cdf-fecal
FB0437
FB043724.CDF
cdf-fecal
FB0437
FB043725.CDF
cdf-fecal
FB0437
FB043726.CDF
cdf-fecal
FB0437
FB043727.CDF
cdf-fecal
FB0437
FB043728.CDF
cdf-fecal
FB0437
FB043729.CDF
cdf-fecal
FB0437
FB043730.CDF
cdf-fecal
FB0437
FB043731.CDF
cdf-fecal
FB0437
FB043732.CDF
cdf-fecal
FB0437
FB043733.CDF
cdf-fecal
FB0437
FB043734.CDF
cdf-fecal
FB0437
FB043735.CDF
cdf-fecal
FB0437
FB043736.CDF
cdf-fecal
FB0437
FB043737.CDF
cdf-fecal
FB0438
FB043801.CDF
cdf-fecal
FB0438
FB043802.CDF
cdf-fecal
FB0438
FB043803.CDF
cdf-fecal
FB0438
FB043804.CDF
cdf-fecal
FB0438
FB043805.CDF
cdf-fecal
FB0438
FB043806.CDF
cdf-fecal
FB0438
FB043807.CDF
cdf-fecal
FB0438
FB043808.CDF
cdf-fecal
FB0438
FB043809.CDF
cdf-fecal
FB0438
FB043810.CDF
cdf-fecal
FB0438
FB043811.CDF
cdf-fecal
FB0438
FB043812.CDF
cdf-fecal
FB0438
FB043813.CDF
cdf-fecal
FB0438
FB043814.CDF
cdf-fecal
FB0438
FB043815.CDF
cdf-fecal
FB0438
FB043816.CDF
cdf-fecal
FB0438
FB043817.CDF
cdf-fecal
FB0438
FB043818.CDF
cdf-fecal
FB0438
FB043819.CDF
cdf-fecal
FB0438
FB043820.CDF
cdf-fecal
FB0438
FB043821.CDF
cdf-fecal
FB0438
FB043822.CDF
cdf-fecal
FB0438
FB043823.CDF
cdf-fecal
FB0438
FB043824.CDF
cdf-fecal
FB0438
FB043825.CDF
cdf-fecal
FB0438
FB043826.CDF
cdf-fecal
FB0438
FB043827.CDF
cdf-fecal
FB0438
FB043828.CDF
cdf-fecal
FB0438
FB043829.CDF
cdf-fecal
FB0438
FB043830.CDF
cdf-fecal
FB0438
FB043831.CDF
cdf-fecal
FB0438
FB043832.CDF
cdf-fecal
FB0438
FB043833.CDF
cdf-fecal
FB0438
FB043834.CDF
cdf-fecal
FB0438
FB043835.CDF
cdf-fecal
FB0438
FB043836.CDF
cdf-fecal
FB0438
FB043837.CDF
cdf-fecal
FB0439
FB043901.CDF
cdf-fecal
FB0439
FB043902.CDF
cdf-fecal
FB0439
FB043903.CDF
cdf-fecal
FB0439
FB043904.CDF
cdf-fecal
FB0439
FB043905.CDF
cdf-fecal
FB0439
FB043906.CDF
cdf-fecal
FB0439
FB043907.CDF
cdf-fecal
FB0439
FB043908.CDF
cdf-fecal
FB0439
FB043909.CDF
cdf-fecal
FB0439
FB043910.CDF
cdf-fecal
FB0439
FB043911.CDF
cdf-fecal
FB0439
FB043912.CDF
cdf-fecal
FB0439
FB043913.CDF
cdf-fecal
FB0439
FB043914.CDF
cdf-fecal
FB0439
FB043915.CDF
cdf-fecal
FB0439
FB043916.CDF
cdf-fecal
FB0439
FB043917.CDF
cdf-fecal
FB0439
FB043918.CDF
cdf-fecal
FB0439
FB043919.CDF
cdf-fecal
FB0439
FB043920.CDF
cdf-fecal
FB0439
FB043921.CDF
cdf-fecal
FB0439
FB043922.CDF
cdf-fecal
FB0439
FB043923.CDF
cdf-fecal
FB0439
FB043924.CDF
cdf-fecal
FB0439
FB043925.CDF
cdf-fecal
FB0439
FB043926.CDF
cdf-fecal
FB0439
FB043927.CDF
cdf-fecal
FB0439
FB043928.CDF
cdf-fecal
FB0439
FB043929.CDF
cdf-fecal
FB0439
FB043930.CDF
cdf-fecal
FB0439
FB043931.CDF
cdf-fecal
FB0439
FB043932.CDF
cdf-fecal
FB0439
FB043933.CDF
cdf-fecal
FB0439
FB043934.CDF
cdf-fecal
FB0439
FB043935.CDF
cdf-fecal
FB0439
FB043936.CDF
cdf-fecal
FB0439
FB043937.CDF
cdf-fecal
FB0440
FB044001.CDF
cdf-fecal
FB0440
FB044002.CDF
cdf-fecal
FB0440
FB044003.CDF
cdf-fecal
FB0440
FB044004.CDF
cdf-fecal
FB0440
FB044005.CDF
cdf-fecal
FB0440
FB044006.CDF
cdf-fecal
FB0440
FB044007.CDF
cdf-fecal
FB0440
FB044008.CDF
cdf-fecal
FB0440
FB044009.CDF
cdf-fecal
FB0440
FB044010.CDF
cdf-fecal
FB0440
FB044011.CDF
cdf-fecal
FB0440
FB044012.CDF
cdf-fecal
FB0440
FB044013.CDF
cdf-fecal
FB0440
FB044014.CDF
cdf-fecal
FB0440
FB044015.CDF
cdf-fecal
FB0440
FB044016.CDF
cdf-fecal
FB0440
FB044017.CDF
cdf-fecal
FB0440
FB044018.CDF
cdf-fecal
FB0440
FB044019.CDF
cdf-fecal
FB0440
FB044020.CDF
cdf-fecal
FB0440
FB044021.CDF
cdf-fecal
FB0440
FB044022.CDF
cdf-fecal
FB0440
FB044023.CDF
cdf-fecal
FB0440
FB044024.CDF
cdf-fecal
FB0440
FB044025.CDF
cdf-fecal
FB0440
FB044026.CDF
cdf-fecal
FB0440
FB044027.CDF
cdf-fecal
FB0440
FB044028.CDF
cdf-fecal
FB0440
FB044029.CDF
cdf-fecal
FB0440
FB044030.CDF
cdf-fecal
FB0440
FB044031.CDF
cdf-fecal
FB0440
FB044032.CDF
cdf-fecal
FB0440
FB044033.CDF
cdf-fecal
FB0440
FB044034.CDF
cdf-fecal
FB0440
FB044035.CDF
cdf-fecal
FB0440
FB044036.CDF
cdf-fecal
FB0440
FB044037.CDF
cdf-fecal
FB0441
FB044101.CDF
cdf-fecal
FB0441
FB044102.CDF
cdf-fecal
FB0441
FB044103.CDF
cdf-fecal
FB0441
FB044104.CDF
cdf-fecal
FB0441
FB044105.CDF
cdf-fecal
FB0441
FB044106.CDF
cdf-fecal
FB0441
FB044107.CDF
cdf-fecal
FB0441
FB044108.CDF
cdf-fecal
FB0441
FB044109.CDF
cdf-fecal
FB0441
FB044110.CDF
cdf-fecal
FB0441
FB044111.CDF
cdf-fecal
FB0441
FB044112.CDF
cdf-fecal
FB0441
FB044113.CDF
cdf-fecal
FB0441
FB044114.CDF
cdf-fecal
FB0441
FB044115.CDF
cdf-fecal
FB0441
FB044116.CDF
cdf-fecal
FB0441
FB044117.CDF
cdf-fecal
FB0441
FB044118.CDF
cdf-fecal
FB0441
FB044119.CDF
cdf-fecal
FB0441
FB044120.CDF
cdf-fecal
FB0441
FB044121.CDF
cdf-fecal
FB0441
FB044122.CDF
cdf-fecal
FB0441
FB044123.CDF
cdf-fecal
FB0441
FB044124.CDF
cdf-fecal
FB0441
FB044125.CDF
cdf-fecal
FB0441
FB044126.CDF
cdf-fecal
FB0441
FB044127.CDF
cdf-fecal
FB0441
FB044128.CDF
cdf-fecal
FB0441
FB044129.CDF
cdf-fecal
FB0441
FB044130.CDF
cdf-fecal
FB0441
FB044131.CDF
cdf-fecal
FB0441
FB044132.CDF
cdf-fecal
FB0441
FB044133.CDF
cdf-fecal
FB0441
FB044134.CDF
cdf-fecal
FB0441
FB044135.CDF
cdf-fecal
FB0441
FB044136.CDF
cdf-fecal
FB0441
FB044137.CDF
cdf-fecal
FB0442
FB044201.CDF
cdf-fecal
FB0442
FB044202.CDF
cdf-fecal
FB0442
FB044203.CDF
cdf-fecal
FB0442
FB044204.CDF
cdf-fecal
FB0442
FB044205.CDF
cdf-fecal
FB0442
FB044206.CDF
cdf-fecal
FB0442
FB044207.CDF
cdf-fecal
FB0442
FB044208.CDF
cdf-fecal
FB0442
FB044209.CDF
cdf-fecal
FB0442
FB044210.CDF
cdf-fecal
FB0442
FB044211.CDF
cdf-fecal
FB0442
FB044212.CDF
cdf-fecal
FB0442
FB044213.CDF
cdf-fecal
FB0442
FB044214.CDF
cdf-fecal
FB0442
FB044215.CDF
cdf-fecal
FB0442
FB044216.CDF
cdf-fecal
FB0442
FB044217.CDF
cdf-fecal
FB0442
FB044218.CDF
cdf-fecal
FB0442
FB044219.CDF
cdf-fecal
FB0442
FB044220.CDF
cdf-fecal
FB0442
FB044221.CDF
cdf-fecal
FB0442
FB044222.CDF
cdf-fecal
FB0442
FB044223.CDF
cdf-fecal
FB0442
FB044224.CDF
cdf-fecal
FB0442
FB044225.CDF
cdf-fecal
FB0442
FB044226.CDF
cdf-fecal
FB0442
FB044227.CDF
cdf-fecal
FB0442
FB044228.CDF
cdf-fecal
FB0442
FB044229.CDF
cdf-fecal
FB0442
FB044230.CDF
cdf-fecal
FB0442
FB044231.CDF
cdf-fecal
FB0442
FB044232.CDF
cdf-fecal
FB0442
FB044233.CDF
cdf-fecal
FB0442
FB044234.CDF
cdf-fecal
FB0442
FB044235.CDF
cdf-fecal
FB0442
FB044236.CDF
cdf-fecal
FB0442
FB044237.CDF
cdf-fecal
FB0443
FB044301.CDF
cdf-fecal
FB0443
FB044302.CDF
cdf-fecal
FB0443
FB044303.CDF
cdf-fecal
FB0443
FB044304.CDF
cdf-fecal
FB0443
FB044305.CDF
cdf-fecal
FB0443
FB044306.CDF
cdf-fecal
FB0443
FB044307.CDF
cdf-fecal
FB0443
FB044308.CDF
cdf-fecal
FB0443
FB044309.CDF
cdf-fecal
FB0443
FB044310.CDF
cdf-fecal
FB0443
FB044311.CDF
cdf-fecal
FB0443
FB044312.CDF
cdf-fecal
FB0443
FB044313.CDF
cdf-fecal
FB0443
FB044314.CDF
cdf-fecal
FB0443
FB044315.CDF
cdf-fecal
FB0443
FB044316.CDF
cdf-fecal
FB0443
FB044317.CDF
cdf-fecal
FB0443
FB044318.CDF
cdf-fecal
FB0443
FB044319.CDF
cdf-fecal
FB0443
FB044320.CDF
cdf-fecal
FB0443
FB044321.CDF
cdf-fecal
FB0443
FB044322.CDF
cdf-fecal
FB0443
FB044323.CDF
cdf-fecal
FB0443
FB044324.CDF
cdf-fecal
FB0443
FB044325.CDF
cdf-fecal
FB0443
FB044326.CDF
cdf-fecal
FB0443
FB044327.CDF
cdf-fecal
FB0443
FB044328.CDF
cdf-fecal
FB0443
FB044329.CDF
cdf-fecal
FB0443
FB044330.CDF
cdf-fecal
FB0443
FB044331.CDF
cdf-fecal
FB0443
FB044332.CDF
cdf-fecal
FB0443
FB044333.CDF
cdf-fecal
FB0443
FB044334.CDF
cdf-fecal
FB0443
FB044335.CDF
cdf-fecal
FB0443
FB044336.CDF
cdf-fecal
FB0443
FB044337.CDF
cdf-fecal
FB0444
FB044401.CDF
cdf-fecal
FB0444
FB044402.CDF
cdf-fecal
FB0444
FB044403.CDF
cdf-fecal
FB0444
FB044404.CDF
cdf-fecal
FB0444
FB044405.CDF
cdf-fecal
FB0444
FB044406.CDF
cdf-fecal
FB0444
FB044407.CDF
cdf-fecal
FB0444
FB044408.CDF
cdf-fecal
FB0444
FB044409.CDF
cdf-fecal
FB0444
FB044410.CDF
cdf-fecal
FB0444
FB044411.CDF
cdf-fecal
FB0444
FB044412.CDF
cdf-fecal
FB0444
FB044413.CDF
cdf-fecal
FB0444
FB044414.CDF
cdf-fecal
FB0444
FB044415.CDF
cdf-fecal
FB0444
FB044416.CDF
cdf-fecal
FB0444
FB044417.CDF
cdf-fecal
FB0444
FB044418.CDF
cdf-fecal
FB0444
FB044419.CDF
cdf-fecal
FB0444
FB044420.CDF
cdf-fecal
FB0444
FB044421.CDF
cdf-fecal
FB0444
FB044422.CDF
cdf-fecal
FB0444
FB044423.CDF
cdf-fecal
FB0444
FB044424.CDF
cdf-fecal
FB0444
FB044425.CDF
cdf-fecal
FB0444
FB044426.CDF
cdf-fecal
FB0444
FB044427.CDF
cdf-fecal
FB0444
FB044428.CDF
cdf-fecal
FB0444
FB044429.CDF
cdf-fecal
FB0444
FB044430.CDF
cdf-fecal
FB0444
FB044431.CDF
cdf-fecal
FB0444
FB044432.CDF
cdf-fecal
FB0444
FB044433.CDF
cdf-fecal
FB0444
FB044434.CDF
cdf-fecal
FB0444
FB044435.CDF
cdf-fecal
FB0444
FB044436.CDF
cdf-fecal
FB0444
FB044437.CDF
cdf-fecal
FB0445
FB044501.CDF
cdf-fecal
FB0445
FB044502.CDF
cdf-fecal
FB0445
FB044503.CDF
cdf-fecal
FB0445
FB044504.CDF
cdf-fecal
FB0445
FB044505.CDF
cdf-fecal
FB0445
FB044506.CDF
cdf-fecal
FB0445
FB044507.CDF
cdf-fecal
FB0445
FB044508.CDF
cdf-fecal
FB0445
FB044509.CDF
cdf-fecal
FB0445
FB044510.CDF
cdf-fecal
FB0445
FB044511.CDF
cdf-fecal
FB0445
FB044512.CDF
cdf-fecal
FB0445
FB044513.CDF
cdf-fecal
FB0445
FB044514.CDF
cdf-fecal
FB0445
FB044515.CDF
cdf-fecal
FB0445
FB044516.CDF
cdf-fecal
FB0445
FB044517.CDF
cdf-fecal
FB0445
FB044518.CDF
cdf-fecal
FB0445
FB044519.CDF
cdf-fecal
FB0445
FB044520.CDF
cdf-fecal
FB0445
FB044521.CDF
cdf-fecal
FB0445
FB044522.CDF
cdf-fecal
FB0445
FB044523.CDF
cdf-fecal
FB0445
FB044524.CDF
cdf-fecal
FB0445
FB044525.CDF
cdf-fecal
FB0445
FB044526.CDF
cdf-fecal
FB0445
FB044527.CDF
cdf-fecal
FB0445
FB044528.CDF
cdf-fecal
FB0445
FB044529.CDF
cdf-fecal
FB0445
FB044530.CDF
cdf-fecal
FB0445
FB044531.CDF
cdf-fecal
FB0445
FB044532.CDF
cdf-fecal
FB0445
FB044533.CDF
cdf-fecal
FB0445
FB044534.CDF
cdf-fecal
FB0445
FB044535.CDF
cdf-fecal
FB0445
FB044536.CDF
cdf-fecal
FB0445
FB044537.CDF
cdf-fecal
FB0446
FB044601.CDF
cdf-fecal
FB0446
FB044602.CDF
cdf-fecal
FB0446
FB044603.CDF
cdf-fecal
FB0446
FB044604.CDF
cdf-fecal
FB0446
FB044605.CDF
cdf-fecal
FB0446
FB044606.CDF
cdf-fecal
FB0446
FB044607.CDF
cdf-fecal
FB0446
FB044608.CDF
cdf-fecal
FB0446
FB044609.CDF
cdf-fecal
FB0446
FB044610.CDF
cdf-fecal
FB0446
FB044611.CDF
cdf-fecal
FB0446
FB044612.CDF
cdf-fecal
FB0446
FB044613.CDF
cdf-fecal
FB0446
FB044614.CDF
cdf-fecal
FB0446
FB044615.CDF
cdf-fecal
FB0446
FB044616.CDF
cdf-fecal
FB0446
FB044617.CDF
cdf-fecal
FB0446
FB044618.CDF
cdf-fecal
FB0446
FB044619.CDF
cdf-fecal
FB0446
FB044620.CDF
cdf-fecal
FB0446
FB044621.CDF
cdf-fecal
FB0446
FB044622.CDF
cdf-fecal
FB0446
FB044623.CDF
cdf-fecal
FB0446
FB044624.CDF
cdf-fecal
FB0446
FB044625.CDF
cdf-fecal
FB0446
FB044626.CDF
cdf-fecal
FB0446
FB044627.CDF
cdf-fecal
FB0446
FB044628.CDF
cdf-fecal
FB0446
FB044629.CDF
cdf-fecal
FB0446
FB044630.CDF
cdf-fecal
FB0446
FB044631.CDF
cdf-fecal
FB0446
FB044632.CDF
cdf-fecal
FB0446
FB044633.CDF
cdf-fecal
FB0446
FB044634.CDF
cdf-fecal
FB0446
FB044635.CDF
cdf-fecal
FB0446
FB044636.CDF
cdf-fecal
FB0446
FB044637.CDF
cdf-fecal
FB0447
FB044701.CDF
cdf-fecal
FB0447
FB044702.CDF
cdf-fecal
FB0447
FB044703.CDF
cdf-fecal
FB0447
FB044704.CDF
cdf-fecal
FB0447
FB044705.CDF
cdf-fecal
FB0447
FB044706.CDF
cdf-fecal
FB0447
FB044707.CDF
cdf-fecal
FB0447
FB044708.CDF
cdf-fecal
FB0447
FB044709.CDF
cdf-fecal
FB0447
FB044710.CDF
cdf-fecal
FB0447
FB044711.CDF
cdf-fecal
FB0447
FB044712.CDF
cdf-fecal
FB0447
FB044713.CDF
cdf-fecal
FB0447
FB044714.CDF
cdf-fecal
FB0447
FB044715.CDF
cdf-fecal
FB0447
FB044716.CDF
cdf-fecal
FB0447
FB044717.CDF
cdf-fecal
FB0447
FB044718.CDF
cdf-fecal
FB0447
FB044719.CDF
cdf-fecal
FB0447
FB044720.CDF
cdf-fecal
FB0447
FB044721.CDF
cdf-fecal
FB0447
FB044722.CDF
cdf-fecal
FB0447
FB044723.CDF
cdf-fecal
FB0447
FB044724.CDF
cdf-fecal
FB0447
FB044725.CDF
cdf-fecal
FB0447
FB044726.CDF
cdf-fecal
FB0447
FB044727.CDF
cdf-fecal
FB0447
FB044728.CDF
cdf-fecal
FB0447
FB044729.CDF
cdf-fecal
FB0447
FB044730.CDF
cdf-fecal
FB0447
FB044731.CDF
cdf-fecal
FB0447
FB044732.CDF
cdf-fecal
FB0447
FB044733.CDF
cdf-fecal
FB0447
FB044734.CDF
cdf-fecal
FB0447
FB044735.CDF
cdf-fecal
FB0447
FB044736.CDF
cdf-fecal
FB0447
FB044737.CDF
cdf-fecal
FB0448
FB044801.CDF
cdf-fecal
FB0448
FB044802.CDF
cdf-fecal
FB0448
FB044803.CDF
cdf-fecal
FB0448
FB044804.CDF
cdf-fecal
FB0448
FB044805.CDF
cdf-fecal
FB0448
FB044806.CDF
cdf-fecal
FB0448
FB044807.CDF
cdf-fecal
FB0448
FB044808.CDF
cdf-fecal
FB0448
FB044809.CDF
cdf-fecal
FB0448
FB044810.CDF
cdf-fecal
FB0448
FB044811.CDF
cdf-fecal
FB0448
FB044812.CDF
cdf-fecal
FB0448
FB044813.CDF
cdf-fecal
FB0448
FB044814.CDF
cdf-fecal
FB0448
FB044815.CDF
cdf-fecal
FB0448
FB044816.CDF
cdf-fecal
FB0448
FB044817.CDF
cdf-fecal
FB0448
FB044818.CDF
cdf-fecal
FB0448
FB044819.CDF
cdf-fecal
FB0448
FB044820.CDF
cdf-fecal
FB0448
FB044821.CDF
cdf-fecal
FB0448
FB044822.CDF
cdf-fecal
FB0448
FB044823.CDF
cdf-fecal
FB0448
FB044824.CDF
cdf-fecal
FB0448
FB044825.CDF
cdf-fecal
FB0448
FB044826.CDF
cdf-fecal
FB0448
FB044827.CDF
cdf-fecal
FB0448
FB044828.CDF
cdf-fecal
FB0448
FB044829.CDF
cdf-fecal
FB0448
FB044830.CDF
cdf-fecal
FB0448
FB044831.CDF
cdf-fecal
FB0448
FB044832.CDF
cdf-fecal
FB0448
FB044833.CDF
cdf-fecal
FB0448
FB044834.CDF
cdf-fecal
FB0448
FB044835.CDF
cdf-fecal
FB0448
FB044836.CDF
cdf-fecal
FB0448
FB044837.CDF
cdf-fecal
FB0449
FB044901.CDF
cdf-fecal
FB0449
FB044902.CDF
cdf-fecal
FB0449
FB044903.CDF
cdf-fecal
FB0449
FB044904.CDF
cdf-fecal
FB0449
FB044905.CDF
cdf-fecal
FB0449
FB044906.CDF
cdf-fecal
FB0449
FB044907.CDF
cdf-fecal
FB0449
FB044908.CDF
cdf-fecal
FB0449
FB044909.CDF
cdf-fecal
FB0449
FB044910.CDF
cdf-fecal
FB0449
FB044911.CDF
cdf-fecal
FB0449
FB044912.CDF
cdf-fecal
FB0449
FB044913.CDF
cdf-fecal
FB0449
FB044914.CDF
cdf-fecal
FB0449
FB044915.CDF
cdf-fecal
FB0449
FB044916.CDF
cdf-fecal
FB0449
FB044917.CDF
cdf-fecal
FB0449
FB044918.CDF
cdf-fecal
FB0449
FB044919.CDF
cdf-fecal
FB0449
FB044920.CDF
cdf-fecal
FB0449
FB044921.CDF
cdf-fecal
FB0449
FB044922.CDF
cdf-fecal
FB0449
FB044923.CDF
cdf-fecal
FB0449
FB044924.CDF
cdf-fecal
FB0449
FB044925.CDF
cdf-fecal
FB0449
FB044926.CDF
cdf-fecal
FB0449
FB044927.CDF
cdf-fecal
FB0449
FB044928.CDF
cdf-fecal
FB0449
FB044929.CDF
cdf-fecal
FB0449
FB044930.CDF
cdf-fecal
FB0449
FB044931.CDF
cdf-fecal
FB0449
FB044932.CDF
cdf-fecal
FB0449
FB044933.CDF
cdf-fecal
FB0449
FB044934.CDF
cdf-fecal
FB0449
FB044935.CDF
cdf-fecal
FB0449
FB044936.CDF
cdf-fecal
FB0449
FB044937.CDF
cdf-fecal
FB0450
FB045001.CDF
cdf-fecal
FB0450
FB045002.CDF
cdf-fecal
FB0450
FB045003.CDF
cdf-fecal
FB0450
FB045004.CDF
cdf-fecal
FB0450
FB045005.CDF
cdf-fecal
FB0450
FB045006.CDF
cdf-fecal
FB0450
FB045007.CDF
cdf-fecal
FB0450
FB045008.CDF
cdf-fecal
FB0450
FB045009.CDF
cdf-fecal
FB0450
FB045010.CDF
cdf-fecal
FB0450
FB045011.CDF
cdf-fecal
FB0450
FB045012.CDF
cdf-fecal
FB0450
FB045013.CDF
cdf-fecal
FB0450
FB045014.CDF
cdf-fecal
FB0450
FB045015.CDF
cdf-fecal
FB0450
FB045016.CDF
cdf-fecal
FB0450
FB045017.CDF
cdf-fecal
FB0450
FB045018.CDF
cdf-fecal
FB0450
FB045019.CDF
cdf-fecal
FB0450
FB045020.CDF
cdf-fecal
FB0450
FB045021.CDF
cdf-fecal
FB0450
FB045022.CDF
cdf-fecal
FB0450
FB045023.CDF
cdf-fecal
FB0450
FB045024.CDF
cdf-fecal
FB0450
FB045025.CDF
cdf-fecal
FB0450
FB045026.CDF
cdf-fecal
FB0450
FB045027.CDF
cdf-fecal
FB0450
FB045028.CDF
cdf-fecal
FB0450
FB045029.CDF
cdf-fecal
FB0450
FB045030.CDF
cdf-fecal
FB0450
FB045031.CDF
cdf-fecal
FB0450
FB045032.CDF
cdf-fecal
FB0450
FB045033.CDF
cdf-fecal
FB0450
FB045034.CDF
cdf-fecal
FB0450
FB045035.CDF
cdf-fecal
FB0450
FB045036.CDF
cdf-fecal
FB0450
FB045037.CDF
cdf-fecal
FB0451
FB045101.CDF
cdf-fecal
FB0451
FB045102.CDF
cdf-fecal
FB0451
FB045103.CDF
cdf-fecal
FB0451
FB045104.CDF
cdf-fecal
FB0451
FB045105.CDF
cdf-fecal
FB0451
FB045106.CDF
cdf-fecal
FB0451
FB045107.CDF
cdf-fecal
FB0451
FB045108.CDF
cdf-fecal
FB0451
FB045109.CDF
cdf-fecal
FB0451
FB045110.CDF
cdf-fecal
FB0451
FB045111.CDF
cdf-fecal
FB0451
FB045112.CDF
cdf-fecal
FB0451
FB045113.CDF
cdf-fecal
FB0451
FB045114.CDF
cdf-fecal
FB0451
FB045115.CDF
cdf-fecal
FB0451
FB045116.CDF
cdf-fecal
FB0451
FB045117.CDF
cdf-fecal
FB0451
FB045118.CDF
cdf-fecal
FB0451
FB045119.CDF
cdf-fecal
FB0451
FB045120.CDF
cdf-fecal
FB0451
FB045121.CDF
cdf-fecal
FB0451
FB045122.CDF
cdf-fecal
FB0451
FB045123.CDF
cdf-fecal
FB0451
FB045124.CDF
cdf-fecal
FB0451
FB045125.CDF
cdf-fecal
FB0451
FB045126.CDF
cdf-fecal
FB0451
FB045127.CDF
cdf-fecal
FB0451
FB045128.CDF
cdf-fecal
FB0451
FB045129.CDF
cdf-fecal
FB0451
FB045130.CDF
cdf-fecal
FB0451
FB045131.CDF
cdf-fecal
FB0451
FB045132.CDF
cdf-fecal
FB0451
FB045133.CDF
cdf-fecal
FB0451
FB045134.CDF
cdf-fecal
FB0451
FB045135.CDF
cdf-fecal
FB0451
FB045136.CDF
cdf-fecal
FB0451
FB045137.CDF
cdf-fecal
FB0452
FB045201.CDF
cdf-fecal
FB0452
FB045202.CDF
cdf-fecal
FB0452
FB045203.CDF
cdf-fecal
FB0452
FB045204.CDF
cdf-fecal
FB0452
FB045205.CDF
cdf-fecal
FB0452
FB045206.CDF
cdf-fecal
FB0452
FB045207.CDF
cdf-fecal
FB0452
FB045208.CDF
cdf-fecal
FB0452
FB045209.CDF
cdf-fecal
FB0452
FB045210.CDF
cdf-fecal
FB0452
FB045211.CDF
cdf-fecal
FB0452
FB045212.CDF
cdf-fecal
FB0452
FB045213.CDF
cdf-fecal
FB0452
FB045214.CDF
cdf-fecal
FB0452
FB045215.CDF
cdf-fecal
FB0452
FB045216.CDF
cdf-fecal
FB0452
FB045217.CDF
cdf-fecal
FB0452
FB045218.CDF
cdf-fecal
FB0452
FB045219.CDF
cdf-fecal
FB0452
FB045220.CDF
cdf-fecal
FB0452
FB045221.CDF
cdf-fecal
FB0452
FB045222.CDF
cdf-fecal
FB0452
FB045223.CDF
cdf-fecal
FB0452
FB045224.CDF
cdf-fecal
FB0452
FB045225.CDF
cdf-fecal
FB0452
FB045226.CDF
cdf-fecal
FB0452
FB045227.CDF
cdf-fecal
FB0452
FB045228.CDF
cdf-fecal
FB0452
FB045229.CDF
cdf-fecal
FB0452
FB045230.CDF
cdf-fecal
FB0452
FB045231.CDF
cdf-fecal
FB0452
FB045232.CDF
cdf-fecal
FB0452
FB045233.CDF
cdf-fecal
FB0452
FB045234.CDF
cdf-fecal
FB0452
FB045235.CDF
cdf-fecal
FB0452
FB045236.CDF
cdf-fecal
FB0452
FB045237.CDF
cdf-fecal
FB0453
FB045301.CDF
cdf-fecal
FB0453
FB045302.CDF
cdf-fecal
FB0453
FB045303.CDF
cdf-fecal
FB0453
FB045304.CDF
cdf-fecal
FB0453
FB045305.CDF
cdf-fecal
FB0453
FB045306.CDF
cdf-fecal
FB0453
FB045307.CDF
cdf-fecal
FB0453
FB045308.CDF
cdf-fecal
FB0453
FB045309.CDF
cdf-fecal
FB0453
FB045310.CDF
cdf-fecal
FB0453
FB045311.CDF
cdf-fecal
FB0453
FB045312.CDF
cdf-fecal
FB0453
FB045313.CDF
cdf-fecal
FB0453
FB045314.CDF
cdf-fecal
FB0453
FB045315.CDF
cdf-fecal
FB0453
FB045316.CDF
cdf-fecal
FB0453
FB045317.CDF
cdf-fecal
FB0453
FB045318.CDF
cdf-fecal
FB0453
FB045319.CDF
cdf-fecal
FB0453
FB045320.CDF
cdf-fecal
FB0453
FB045321.CDF
cdf-fecal
FB0453
FB045322.CDF
cdf-fecal
FB0453
FB045323.CDF
cdf-fecal
FB0453
FB045324.CDF
cdf-fecal
FB0453
FB045325.CDF
cdf-fecal
FB0453
FB045326.CDF
cdf-fecal
FB0453
FB045327.CDF
cdf-fecal
FB0453
FB045328.CDF
cdf-fecal
FB0453
FB045329.CDF
cdf-fecal
FB0453
FB045330.CDF
cdf-fecal
FB0453
FB045331.CDF
cdf-fecal
FB0453
FB045332.CDF
cdf-fecal
FB0453
FB045333.CDF
cdf-fecal
FB0453
FB045334.CDF
cdf-fecal
FB0453
FB045335.CDF
cdf-fecal
FB0453
FB045336.CDF
cdf-fecal
FB0453
FB045337.CDF
cdf-fecal
FB0454
FB045401.CDF
cdf-fecal
FB0454
FB045402.CDF
cdf-fecal
FB0454
FB045403.CDF
cdf-fecal
FB0454
FB045404.CDF
cdf-fecal
FB0454
FB045405.CDF
cdf-fecal
FB0454
FB045406.CDF
cdf-fecal
FB0454
FB045407.CDF
cdf-fecal
FB0454
FB045408.CDF
cdf-fecal
FB0454
FB045409.CDF
cdf-fecal
FB0454
FB045410.CDF
cdf-fecal
FB0454
FB045411.CDF
cdf-fecal
FB0454
FB045412.CDF
cdf-fecal
FB0454
FB045413.CDF
cdf-fecal
FB0454
FB045414.CDF
cdf-fecal
FB0454
FB045415.CDF
cdf-fecal
FB0454
FB045416.CDF
cdf-fecal
FB0454
FB045417.CDF
cdf-fecal
FB0454
FB045418.CDF
cdf-fecal
FB0454
FB045419.CDF
cdf-fecal
FB0454
FB045420.CDF
cdf-fecal
FB0454
FB045421.CDF
cdf-fecal
FB0454
FB045422.CDF
cdf-fecal
FB0454
FB045423.CDF
cdf-fecal
FB0454
FB045424.CDF
cdf-fecal
FB0454
FB045425.CDF
cdf-fecal
FB0454
FB045426.CDF
cdf-fecal
FB0454
FB045427.CDF
cdf-fecal
FB0454
FB045428.CDF
cdf-fecal
FB0454
FB045429.CDF
cdf-fecal
FB0454
FB045430.CDF
cdf-fecal
FB0454
FB045431.CDF
cdf-fecal
FB0454
FB045432.CDF
cdf-fecal
FB0454
FB045433.CDF
cdf-fecal
FB0454
FB045434.CDF
cdf-fecal
FB0454
FB045435.CDF
cdf-fecal
FB0454
FB045436.CDF
cdf-fecal
FB0454
FB045437.CDF
cdf-fecal
FB0455
FB045501.CDF
cdf-fecal
FB0455
FB045502.CDF
cdf-fecal
FB0455
FB045503.CDF
cdf-fecal
FB0455
FB045504.CDF
cdf-fecal
FB0455
FB045505.CDF
cdf-fecal
FB0455
FB045506.CDF
cdf-fecal
FB0455
FB045507.CDF
cdf-fecal
FB0455
FB045508.CDF
cdf-fecal
FB0455
FB045509.CDF
cdf-fecal
FB0455
FB045510.CDF
cdf-fecal
FB0455
FB045511.CDF
cdf-fecal
FB0455
FB045512.CDF
cdf-fecal
FB0455
FB045513.CDF
cdf-fecal
FB0455
FB045514.CDF
cdf-fecal
FB0455
FB045515.CDF
cdf-fecal
FB0455
FB045516.CDF
cdf-fecal
FB0455
FB045517.CDF
cdf-fecal
FB0455
FB045518.CDF
cdf-fecal
FB0455
FB045519.CDF
cdf-fecal
FB0455
FB045520.CDF
cdf-fecal
FB0455
FB045521.CDF
cdf-fecal
FB0455
FB045522.CDF
cdf-fecal
FB0455
FB045523.CDF
cdf-fecal
FB0455
FB045524.CDF
cdf-fecal
FB0455
FB045525.CDF
cdf-fecal
FB0455
FB045526.CDF
cdf-fecal
FB0455
FB045527.CDF
cdf-fecal
FB0455
FB045528.CDF
cdf-fecal
FB0455
FB045529.CDF
cdf-fecal
FB0455
FB045530.CDF
cdf-fecal
FB0455
FB045531.CDF
cdf-fecal
FB0455
FB045532.CDF
cdf-fecal
FB0455
FB045533.CDF
cdf-fecal
FB0455
FB045534.CDF
cdf-fecal
FB0455
FB045535.CDF
cdf-fecal
FB0455
FB045536.CDF
cdf-fecal
FB0455
FB045537.CDF
cdf-fecal
FB0456
FB045601.CDF
cdf-fecal
FB0456
FB045602.CDF
cdf-fecal
FB0456
FB045603.CDF
cdf-fecal
FB0456
FB045604.CDF
cdf-fecal
FB0456
FB045605.CDF
cdf-fecal
FB0456
FB045606.CDF
cdf-fecal
FB0456
FB045607.CDF
cdf-fecal
FB0456
FB045608.CDF
cdf-fecal
FB0456
FB045609.CDF
cdf-fecal
FB0456
FB045610.CDF
cdf-fecal
FB0456
FB045611.CDF
cdf-fecal
FB0456
FB045612.CDF
cdf-fecal
FB0456
FB045613.CDF
cdf-fecal
FB0456
FB045614.CDF
cdf-fecal
FB0456
FB045615.CDF
cdf-fecal
FB0456
FB045616.CDF
cdf-fecal
FB0456
FB045617.CDF
cdf-fecal
FB0456
FB045618.CDF
cdf-fecal
FB0456
FB045619.CDF
cdf-fecal
FB0456
FB045620.CDF
cdf-fecal
FB0456
FB045621.CDF
cdf-fecal
FB0456
FB045622.CDF
cdf-fecal
FB0456
FB045623.CDF
cdf-fecal
FB0456
FB045624.CDF
cdf-fecal
FB0456
FB045625.CDF
cdf-fecal
FB0456
FB045626.CDF
cdf-fecal
FB0456
FB045627.CDF
cdf-fecal
FB0456
FB045628.CDF
cdf-fecal
FB0456
FB045629.CDF
cdf-fecal
FB0456
FB045630.CDF
cdf-fecal
FB0456
FB045631.CDF
cdf-fecal
FB0456
FB045632.CDF
cdf-fecal
FB0456
FB045633.CDF
cdf-fecal
FB0456
FB045634.CDF
cdf-fecal
FB0456
FB045635.CDF
cdf-fecal
FB0456
FB045636.CDF
cdf-fecal
FB0456
FB045637.CDF
cdf-fecal
FB0457
FB045701.CDF
cdf-fecal
FB0457
FB045702.CDF
cdf-fecal
FB0457
FB045703.CDF
cdf-fecal
FB0457
FB045704.CDF
cdf-fecal
FB0457
FB045705.CDF
cdf-fecal
FB0457
FB045706.CDF
cdf-fecal
FB0457
FB045707.CDF
cdf-fecal
FB0457
FB045708.CDF
cdf-fecal
FB0457
FB045709.CDF
cdf-fecal
FB0457
FB045710.CDF
cdf-fecal
FB0457
FB045711.CDF
cdf-fecal
FB0457
FB045712.CDF
cdf-fecal
FB0457
FB045713.CDF
cdf-fecal
FB0457
FB045714.CDF
cdf-fecal
FB0457
FB045715.CDF
cdf-fecal
FB0457
FB045716.CDF
cdf-fecal
FB0457
FB045717.CDF
cdf-fecal
FB0457
FB045718.CDF
cdf-fecal
FB0457
FB045719.CDF
cdf-fecal
FB0457
FB045720.CDF
cdf-fecal
FB0457
FB045721.CDF
cdf-fecal
FB0457
FB045722.CDF
cdf-fecal
FB0457
FB045723.CDF
cdf-fecal
FB0457
FB045724.CDF
cdf-fecal
FB0457
FB045725.CDF
cdf-fecal
FB0457
FB045726.CDF
cdf-fecal
FB0457
FB045727.CDF
cdf-fecal
FB0457
FB045728.CDF
cdf-fecal
FB0457
FB045729.CDF
cdf-fecal
FB0457
FB045730.CDF
cdf-fecal
FB0457
FB045731.CDF
cdf-fecal
FB0457
FB045732.CDF
cdf-fecal
FB0457
FB045733.CDF
cdf-fecal
FB0457
FB045734.CDF
cdf-fecal
FB0457
FB045735.CDF
cdf-fecal
FB0457
FB045736.CDF
cdf-fecal
FB0457
FB045737.CDF
cdf-fecal
FB0458
FB045801.CDF
cdf-fecal
FB0458
FB045802.CDF
cdf-fecal
FB0458
FB045803.CDF
cdf-fecal
FB0458
FB045804.CDF
cdf-fecal
FB0458
FB045805.CDF
cdf-fecal
FB0458
FB045806.CDF
cdf-fecal
FB0458
FB045807.CDF
cdf-fecal
FB0458
FB045808.CDF
cdf-fecal
FB0458
FB045809.CDF
cdf-fecal
FB0458
FB045810.CDF
cdf-fecal
FB0458
FB045811.CDF
cdf-fecal
FB0458
FB045812.CDF
cdf-fecal
FB0458
FB045813.CDF
cdf-fecal
FB0458
FB045814.CDF
cdf-fecal
FB0458
FB045815.CDF
cdf-fecal
FB0458
FB045816.CDF
cdf-fecal
FB0458
FB045817.CDF
cdf-fecal
FB0458
FB045818.CDF
cdf-fecal
FB0458
FB045819.CDF
cdf-fecal
FB0458
FB045820.CDF
cdf-fecal
FB0458
FB045821.CDF
cdf-fecal
FB0458
FB045822.CDF
cdf-fecal
FB0458
FB045823.CDF
cdf-fecal
FB0458
FB045824.CDF
cdf-fecal
FB0458
FB045825.CDF
cdf-fecal
FB0458
FB045826.CDF
cdf-fecal
FB0458
FB045827.CDF
cdf-fecal
FB0458
FB045828.CDF
cdf-fecal
FB0458
FB045829.CDF
cdf-fecal
FB0458
FB045830.CDF
cdf-fecal
FB0458
FB045831.CDF
cdf-fecal
FB0458
FB045832.CDF
cdf-fecal
FB0458
FB045833.CDF
cdf-fecal
FB0458
FB045834.CDF
cdf-fecal
FB0458
FB045835.CDF
cdf-fecal
FB0458
FB045836.CDF
cdf-fecal
FB0458
FB045837.CDF
cdf-fecal
FB0459
FB045901.CDF
cdf-fecal
FB0459
FB045902.CDF
cdf-fecal
FB0459
FB045903.CDF
cdf-fecal
FB0459
FB045904.CDF
cdf-fecal
FB0459
FB045905.CDF
cdf-fecal
FB0459
FB045906.CDF
cdf-fecal
FB0459
FB045907.CDF
cdf-fecal
FB0459
FB045908.CDF
cdf-fecal
FB0459
FB045909.CDF
cdf-fecal
FB0459
FB045910.CDF
cdf-fecal
FB0459
FB045911.CDF
cdf-fecal
FB0459
FB045912.CDF
cdf-fecal
FB0459
FB045913.CDF
cdf-fecal
FB0459
FB045914.CDF
cdf-fecal
FB0459
FB045915.CDF
cdf-fecal
FB0459
FB045916.CDF
cdf-fecal
FB0459
FB045917.CDF
cdf-fecal
FB0459
FB045918.CDF
cdf-fecal
FB0459
FB045919.CDF
cdf-fecal
FB0459
FB045920.CDF
cdf-fecal
FB0459
FB045921.CDF
cdf-fecal
FB0459
FB045922.CDF
cdf-fecal
FB0459
FB045923.CDF
cdf-fecal
FB0459
FB045924.CDF
cdf-fecal
FB0459
FB045925.CDF
cdf-fecal
FB0459
FB045926.CDF
cdf-fecal
FB0459
FB045927.CDF
cdf-fecal
FB0459
FB045928.CDF
cdf-fecal
FB0459
FB045929.CDF
cdf-fecal
FB0459
FB045930.CDF
cdf-fecal
FB0459
FB045931.CDF
cdf-fecal
FB0459
FB045932.CDF
cdf-fecal
FB0459
FB045933.CDF
cdf-fecal
FB0459
FB045934.CDF
cdf-fecal
FB0459
FB045935.CDF
cdf-fecal
FB0459
FB045936.CDF
cdf-fecal
FB0459
FB045937.CDF
cdf-fecal
FB0460
FB046001.CDF
cdf-fecal
FB0460
FB046002.CDF
cdf-fecal
FB0460
FB046003.CDF
cdf-fecal
FB0460
FB046004.CDF
cdf-fecal
FB0460
FB046005.CDF
cdf-fecal
FB0460
FB046006.CDF
cdf-fecal
FB0460
FB046007.CDF
cdf-fecal
FB0460
FB046008.CDF
cdf-fecal
FB0460
FB046009.CDF
cdf-fecal
FB0460
FB046010.CDF
cdf-fecal
FB0460
FB046011.CDF
cdf-fecal
FB0460
FB046012.CDF
cdf-fecal
FB0460
FB046013.CDF
cdf-fecal
FB0460
FB046014.CDF
cdf-fecal
FB0460
FB046015.CDF
cdf-fecal
FB0460
FB046016.CDF
cdf-fecal
FB0460
FB046017.CDF
cdf-fecal
FB0460
FB046018.CDF
cdf-fecal
FB0460
FB046019.CDF
cdf-fecal
FB0460
FB046020.CDF
cdf-fecal
FB0460
FB046021.CDF
cdf-fecal
FB0460
FB046022.CDF
cdf-fecal
FB0460
FB046023.CDF
cdf-fecal
FB0460
FB046024.CDF
cdf-fecal
FB0460
FB046025.CDF
cdf-fecal
FB0460
FB046026.CDF
cdf-fecal
FB0460
FB046027.CDF
cdf-fecal
FB0460
FB046028.CDF
cdf-fecal
FB0460
FB046029.CDF
cdf-fecal
FB0460
FB046030.CDF
cdf-fecal
FB0460
FB046031.CDF
cdf-fecal
FB0460
FB046032.CDF
cdf-fecal
FB0460
FB046033.CDF
cdf-fecal
FB0460
FB046034.CDF
cdf-fecal
FB0460
FB046035.CDF
cdf-fecal
FB0460
FB046036.CDF
cdf-fecal
FB0460
FB046037.CDF
cdf-fecal
FB0461
FB046101.CDF
cdf-fecal
FB0461
FB046102.CDF
cdf-fecal
FB0461
FB046103.CDF
cdf-fecal
FB0461
FB046104.CDF
cdf-fecal
FB0461
FB046105.CDF
cdf-fecal
FB0461
FB046106.CDF
cdf-fecal
FB0461
FB046107.CDF
cdf-fecal
FB0461
FB046108.CDF
cdf-fecal
FB0461
FB046109.CDF
cdf-fecal
FB0461
FB046110.CDF
cdf-fecal
FB0461
FB046111.CDF
cdf-fecal
FB0461
FB046112.CDF
cdf-fecal
FB0461
FB046113.CDF
cdf-fecal
FB0461
FB046114.CDF
cdf-fecal
FB0461
FB046115.CDF
cdf-fecal
FB0461
FB046116.CDF
cdf-fecal
FB0461
FB046117.CDF
cdf-fecal
FB0461
FB046118.CDF
cdf-fecal
FB0461
FB046119.CDF
cdf-fecal
FB0461
FB046120.CDF
cdf-fecal
FB0461
FB046121.CDF
cdf-fecal
FB0461
FB046122.CDF
cdf-fecal
FB0461
FB046123.CDF
cdf-fecal
FB0461
FB046124.CDF
cdf-fecal
FB0461
FB046125.CDF
cdf-fecal
FB0461
FB046126.CDF
cdf-fecal
FB0461
FB046127.CDF
cdf-fecal
FB0461
FB046128.CDF
cdf-fecal
FB0461
FB046129.CDF
cdf-fecal
FB0461
FB046130.CDF
cdf-fecal
FB0461
FB046131.CDF
cdf-fecal
FB0461
FB046132.CDF
cdf-fecal
FB0461
FB046133.CDF
cdf-fecal
FB0461
FB046134.CDF
cdf-fecal
FB0461
FB046135.CDF
cdf-fecal
FB0461
FB046136.CDF
cdf-fecal
FB0461
FB046137.CDF
cdf-fecal
FB0462
FB046201.CDF
cdf-fecal
FB0462
FB046202.CDF
cdf-fecal
FB0462
FB046203.CDF
cdf-fecal
FB0462
FB046204.CDF
cdf-fecal
FB0462
FB046205.CDF
cdf-fecal
FB0462
FB046206.CDF
cdf-fecal
FB0462
FB046207.CDF
cdf-fecal
FB0462
FB046208.CDF
cdf-fecal
FB0462
FB046209.CDF
cdf-fecal
FB0462
FB046210.CDF
cdf-fecal
FB0462
FB046211.CDF
cdf-fecal
FB0462
FB046212.CDF
cdf-fecal
FB0462
FB046213.CDF
cdf-fecal
FB0462
FB046214.CDF
cdf-fecal
FB0462
FB046215.CDF
cdf-fecal
FB0462
FB046216.CDF
cdf-fecal
FB0462
FB046217.CDF
cdf-fecal
FB0462
FB046218.CDF
cdf-fecal
FB0462
FB046219.CDF
cdf-fecal
FB0462
FB046220.CDF
cdf-fecal
FB0462
FB046221.CDF
cdf-fecal
FB0462
FB046222.CDF
cdf-fecal
FB0462
FB046223.CDF
cdf-fecal
FB0462
FB046224.CDF
cdf-fecal
FB0462
FB046225.CDF
cdf-fecal
FB0462
FB046226.CDF
cdf-fecal
FB0462
FB046227.CDF
cdf-fecal
FB0462
FB046228.CDF
cdf-fecal
FB0462
FB046229.CDF
cdf-fecal
FB0462
FB046230.CDF
cdf-fecal
FB0462
FB046231.CDF
cdf-fecal
FB0462
FB046232.CDF
cdf-fecal
FB0462
FB046233.CDF
cdf-fecal
FB0462
FB046234.CDF
cdf-fecal
FB0462
FB046235.CDF
cdf-fecal
FB0462
FB046236.CDF
cdf-fecal
FB0462
FB046237.CDF
cdf-fecal
FB0463
FB046301.CDF
cdf-fecal
FB0463
FB046302.CDF
cdf-fecal
FB0463
FB046303.CDF
cdf-fecal
FB0463
FB046304.CDF
cdf-fecal
FB0463
FB046305.CDF
cdf-fecal
FB0463
FB046306.CDF
cdf-fecal
FB0463
FB046307.CDF
cdf-fecal
FB0463
FB046308.CDF
cdf-fecal
FB0463
FB046309.CDF
cdf-fecal
FB0463
FB046310.CDF
cdf-fecal
FB0463
FB046311.CDF
cdf-fecal
FB0463
FB046312.CDF
cdf-fecal
FB0463
FB046313.CDF
cdf-fecal
FB0463
FB046314.CDF
cdf-fecal
FB0463
FB046315.CDF
cdf-fecal
FB0463
FB046316.CDF
cdf-fecal
FB0463
FB046317.CDF
cdf-fecal
FB0463
FB046318.CDF
cdf-fecal
FB0463
FB046319.CDF
cdf-fecal
FB0463
FB046320.CDF
cdf-fecal
FB0463
FB046321.CDF
cdf-fecal
FB0463
FB046322.CDF
cdf-fecal
FB0463
FB046323.CDF
cdf-fecal
FB0463
FB046324.CDF
cdf-fecal
FB0463
FB046325.CDF
cdf-fecal
FB0463
FB046326.CDF
cdf-fecal
FB0463
FB046327.CDF
cdf-fecal
FB0463
FB046328.CDF
cdf-fecal
FB0463
FB046329.CDF
cdf-fecal
FB0463
FB046330.CDF
cdf-fecal
FB0463
FB046331.CDF
cdf-fecal
FB0463
FB046332.CDF
cdf-fecal
FB0463
FB046333.CDF
cdf-fecal
FB0463
FB046334.CDF
cdf-fecal
FB0463
FB046335.CDF
cdf-fecal
FB0463
FB046336.CDF
cdf-fecal
FB0463
FB046337.CDF
cdf-fecal
FB0464
FB046401.CDF
cdf-fecal
FB0464
FB046402.CDF
cdf-fecal
FB0464
FB046403.CDF
cdf-fecal
FB0464
FB046404.CDF
cdf-fecal
FB0464
FB046405.CDF
cdf-fecal
FB0464
FB046406.CDF
cdf-fecal
FB0464
FB046407.CDF
cdf-fecal
FB0464
FB046408.CDF
cdf-fecal
FB0464
FB046409.CDF
cdf-fecal
FB0464
FB046410.CDF
cdf-fecal
FB0464
FB046411.CDF
cdf-fecal
FB0464
FB046412.CDF
cdf-fecal
FB0464
FB046413.CDF
cdf-fecal
FB0464
FB046414.CDF
cdf-fecal
FB0464
FB046415.CDF
cdf-fecal
FB0464
FB046416.CDF
cdf-fecal
FB0464
FB046417.CDF
cdf-fecal
FB0464
FB046418.CDF
cdf-fecal
FB0464
FB046419.CDF
cdf-fecal
FB0464
FB046420.CDF
cdf-fecal
FB0464
FB046421.CDF
cdf-fecal
FB0464
FB046422.CDF
cdf-fecal
FB0464
FB046423.CDF
cdf-fecal
FB0464
FB046424.CDF
cdf-fecal
FB0464
FB046425.CDF
cdf-fecal
FB0464
FB046426.CDF
cdf-fecal
FB0464
FB046427.CDF
cdf-fecal
FB0464
FB046428.CDF
cdf-fecal
FB0464
FB046429.CDF
cdf-fecal
FB0464
FB046430.CDF
cdf-fecal
FB0464
FB046431.CDF
cdf-fecal
FB0464
FB046432.CDF
cdf-fecal
FB0464
FB046433.CDF
cdf-fecal
FB0464
FB046434.CDF
cdf-fecal
FB0464
FB046435.CDF
cdf-fecal
FB0464
FB046436.CDF
cdf-fecal
FB0464
FB046437.CDF
cdf-fecal
FB0465
FB046501.CDF
cdf-fecal
FB0465
FB046502.CDF
cdf-fecal
FB0465
FB046503.CDF
cdf-fecal
FB0465
FB046504.CDF
cdf-fecal
FB0465
FB046505.CDF
cdf-fecal
FB0465
FB046506.CDF
cdf-fecal
FB0465
FB046507.CDF
cdf-fecal
FB0465
FB046508.CDF
cdf-fecal
FB0465
FB046509.CDF
cdf-fecal
FB0465
FB046510.CDF
cdf-fecal
FB0465
FB046511.CDF
cdf-fecal
FB0465
FB046512.CDF
cdf-fecal
FB0465
FB046513.CDF
cdf-fecal
FB0465
FB046514.CDF
cdf-fecal
FB0465
FB046515.CDF
cdf-fecal
FB0465
FB046516.CDF
cdf-fecal
FB0465
FB046517.CDF
cdf-fecal
FB0465
FB046518.CDF
cdf-fecal
FB0465
FB046519.CDF
cdf-fecal
FB0465
FB046520.CDF
cdf-fecal
FB0465
FB046521.CDF
cdf-fecal
FB0465
FB046522.CDF
cdf-fecal
FB0465
FB046523.CDF
cdf-fecal
FB0465
FB046524.CDF
cdf-fecal
FB0465
FB046525.CDF
cdf-fecal
FB0465
FB046526.CDF
cdf-fecal
FB0465
FB046527.CDF
cdf-fecal
FB0465
FB046528.CDF
cdf-fecal
FB0465
FB046529.CDF
cdf-fecal
FB0465
FB046530.CDF
cdf-fecal
FB0465
FB046531.CDF
cdf-fecal
FB0465
FB046532.CDF
cdf-fecal
FB0465
FB046533.CDF
cdf-fecal
FB0465
FB046534.CDF
cdf-fecal
FB0465
FB046535.CDF
cdf-fecal
FB0465
FB046536.CDF
cdf-fecal
FB0465
FB046537.CDF
cdf-fecal
FB0466
FB046601.CDF
cdf-fecal
FB0466
FB046602.CDF
cdf-fecal
FB0466
FB046603.CDF
cdf-fecal
FB0466
FB046604.CDF
cdf-fecal
FB0466
FB046605.CDF
cdf-fecal
FB0466
FB046606.CDF
cdf-fecal
FB0466
FB046607.CDF
cdf-fecal
FB0466
FB046608.CDF
cdf-fecal
FB0466
FB046609.CDF
cdf-fecal
FB0466
FB046610.CDF
cdf-fecal
FB0466
FB046611.CDF
cdf-fecal
FB0466
FB046612.CDF
cdf-fecal
FB0466
FB046613.CDF
cdf-fecal
FB0466
FB046614.CDF
cdf-fecal
FB0466
FB046615.CDF
cdf-fecal
FB0466
FB046616.CDF
cdf-fecal
FB0466
FB046617.CDF
cdf-fecal
FB0466
FB046618.CDF
cdf-fecal
FB0466
FB046619.CDF
cdf-fecal
FB0466
FB046620.CDF
cdf-fecal
FB0466
FB046621.CDF
cdf-fecal
FB0466
FB046622.CDF
cdf-fecal
FB0466
FB046623.CDF
cdf-fecal
FB0466
FB046624.CDF
cdf-fecal
FB0466
FB046625.CDF
cdf-fecal
FB0466
FB046626.CDF
cdf-fecal
FB0466
FB046627.CDF
cdf-fecal
FB0466
FB046628.CDF
cdf-fecal
FB0466
FB046629.CDF
cdf-fecal
FB0466
FB046630.CDF
cdf-fecal
FB0466
FB046631.CDF
cdf-fecal
FB0466
FB046632.CDF
cdf-fecal
FB0466
FB046633.CDF
cdf-fecal
FB0466
FB046634.CDF
cdf-fecal
FB0466
FB046635.CDF
cdf-fecal
FB0466
FB046636.CDF
cdf-fecal
FB0466
FB046637.CDF
cdf-fecal
FB0467
FB046701.CDF
cdf-fecal
FB0467
FB046702.CDF
cdf-fecal
FB0467
FB046703.CDF
cdf-fecal
FB0467
FB046704.CDF
cdf-fecal
FB0467
FB046705.CDF
cdf-fecal
FB0467
FB046706.CDF
cdf-fecal
FB0467
FB046707.CDF
cdf-fecal
FB0467
FB046708.CDF
cdf-fecal
FB0467
FB046709.CDF
cdf-fecal
FB0467
FB046710.CDF
cdf-fecal
FB0467
FB046711.CDF
cdf-fecal
FB0467
FB046712.CDF
cdf-fecal
FB0467
FB046713.CDF
cdf-fecal
FB0467
FB046714.CDF
cdf-fecal
FB0467
FB046715.CDF
cdf-fecal
FB0467
FB046716.CDF
cdf-fecal
FB0467
FB046717.CDF
cdf-fecal
FB0467
FB046718.CDF
cdf-fecal
FB0467
FB046719.CDF
cdf-fecal
FB0467
FB046720.CDF
cdf-fecal
FB0467
FB046721.CDF
cdf-fecal
FB0467
FB046722.CDF
cdf-fecal
FB0467
FB046723.CDF
cdf-fecal
FB0467
FB046724.CDF
cdf-fecal
FB0467
FB046725.CDF
cdf-fecal
FB0467
FB046726.CDF
cdf-fecal
FB0467
FB046727.CDF
cdf-fecal
FB0467
FB046728.CDF
cdf-fecal
FB0467
FB046729.CDF
cdf-fecal
FB0467
FB046730.CDF
cdf-fecal
FB0467
FB046731.CDF
cdf-fecal
FB0467
FB046732.CDF
cdf-fecal
FB0467
FB046733.CDF
cdf-fecal
FB0467
FB046734.CDF
cdf-fecal
FB0467
FB046735.CDF
cdf-fecal
FB0467
FB046736.CDF
cdf-fecal
FB0467
FB046737.CDF
cdf-fecal
FB0468
FB046801.CDF
cdf-fecal
FB0468
FB046802.CDF
cdf-fecal
FB0468
FB046803.CDF
cdf-fecal
FB0468
FB046804.CDF
cdf-fecal
FB0468
FB046805.CDF
cdf-fecal
FB0468
FB046806.CDF
cdf-fecal
FB0468
FB046807.CDF
cdf-fecal
FB0468
FB046808.CDF
cdf-fecal
FB0468
FB046809.CDF
cdf-fecal
FB0468
FB046810.CDF
cdf-fecal
FB0468
FB046811.CDF
cdf-fecal
FB0468
FB046812.CDF
cdf-fecal
FB0468
FB046813.CDF
cdf-fecal
FB0468
FB046814.CDF
cdf-fecal
FB0468
FB046815.CDF
cdf-fecal
FB0468
FB046816.CDF
cdf-fecal
FB0468
FB046817.CDF
cdf-fecal
FB0468
FB046818.CDF
cdf-fecal
FB0468
FB046819.CDF
cdf-fecal
FB0468
FB046820.CDF
cdf-fecal
FB0468
FB046821.CDF
cdf-fecal
FB0468
FB046822.CDF
cdf-fecal
FB0468
FB046823.CDF
cdf-fecal
FB0468
FB046824.CDF
cdf-fecal
FB0468
FB046825.CDF
cdf-fecal
FB0468
FB046826.CDF
cdf-fecal
FB0468
FB046827.CDF
cdf-fecal
FB0468
FB046828.CDF
cdf-fecal
FB0468
FB046829.CDF
cdf-fecal
FB0468
FB046830.CDF
cdf-fecal
FB0468
FB046831.CDF
cdf-fecal
FB0468
FB046832.CDF
cdf-fecal
FB0468
FB046833.CDF
cdf-fecal
FB0468
FB046834.CDF
cdf-fecal
FB0468
FB046835.CDF
cdf-fecal
FB0468
FB046836.CDF
cdf-fecal
FB0468
FB046837.CDF
cdf-fecal
FB0469
FB046901.CDF
cdf-fecal
FB0469
FB046902.CDF
cdf-fecal
FB0469
FB046903.CDF
cdf-fecal
FB0469
FB046904.CDF
cdf-fecal
FB0469
FB046905.CDF
cdf-fecal
FB0469
FB046906.CDF
cdf-fecal
FB0469
FB046907.CDF
cdf-fecal
FB0469
FB046908.CDF
cdf-fecal
FB0469
FB046909.CDF
cdf-fecal
FB0469
FB046910.CDF
cdf-fecal
FB0469
FB046911.CDF
cdf-fecal
FB0469
FB046912.CDF
cdf-fecal
FB0469
FB046913.CDF
cdf-fecal
FB0469
FB046914.CDF
cdf-fecal
FB0469
FB046915.CDF
cdf-fecal
FB0469
FB046916.CDF
cdf-fecal
FB0469
FB046917.CDF
cdf-fecal
FB0469
FB046918.CDF
cdf-fecal
FB0469
FB046919.CDF
cdf-fecal
FB0469
FB046920.CDF
cdf-fecal
FB0469
FB046921.CDF
cdf-fecal
FB0469
FB046922.CDF
cdf-fecal
FB0469
FB046923.CDF
cdf-fecal
FB0469
FB046924.CDF
cdf-fecal
FB0469
FB046925.CDF
cdf-fecal
FB0469
FB046926.CDF
cdf-fecal
FB0469
FB046927.CDF
cdf-fecal
FB0469
FB046928.CDF
cdf-fecal
FB0469
FB046929.CDF
cdf-fecal
FB0469
FB046930.CDF
cdf-fecal
FB0469
FB046931.CDF
cdf-fecal
FB0469
FB046932.CDF
cdf-fecal
FB0469
FB046933.CDF
cdf-fecal
FB0469
FB046934.CDF
cdf-fecal
FB0469
FB046935.CDF
cdf-fecal
FB0469
FB046936.CDF
cdf-fecal
FB0469
FB046937.CDF
cdf-fecal
FB0470
FB047001.CDF
cdf-fecal
FB0470
FB047002.CDF
cdf-fecal
FB0470
FB047003.CDF
cdf-fecal
FB0470
FB047004.CDF
cdf-fecal
FB0470
FB047005.CDF
cdf-fecal
FB0470
FB047006.CDF
cdf-fecal
FB0470
FB047007.CDF
cdf-fecal
FB0470
FB047008.CDF
cdf-fecal
FB0470
FB047009.CDF
cdf-fecal
FB0470
FB047010.CDF
cdf-fecal
FB0470
FB047011.CDF
cdf-fecal
FB0470
FB047012.CDF
cdf-fecal
FB0470
FB047013.CDF
cdf-fecal
FB0470
FB047014.CDF
cdf-fecal
FB0470
FB047015.CDF
cdf-fecal
FB0470
FB047016.CDF
cdf-fecal
FB0470
FB047017.CDF
cdf-fecal
FB0470
FB047018.CDF
cdf-fecal
FB0470
FB047019.CDF
cdf-fecal
FB0470
FB047020.CDF
cdf-fecal
FB0470
FB047021.CDF
cdf-fecal
FB0470
FB047022.CDF
cdf-fecal
FB0470
FB047023.CDF
cdf-fecal
FB0470
FB047024.CDF
cdf-fecal
FB0470
FB047025.CDF
cdf-fecal
FB0470
FB047026.CDF
cdf-fecal
FB0470
FB047027.CDF
cdf-fecal
FB0470
FB047028.CDF
cdf-fecal
FB0470
FB047029.CDF
cdf-fecal
FB0470
FB047030.CDF
cdf-fecal
FB0470
FB047031.CDF
cdf-fecal
FB0470
FB047032.CDF
cdf-fecal
FB0470
FB047033.CDF
cdf-fecal
FB0470
FB047034.CDF
cdf-fecal
FB0470
FB047035.CDF
cdf-fecal
FB0470
FB047036.CDF
cdf-fecal
FB0470
FB047037.CDF
cdf-fecal
FB0471
FB047101.CDF
cdf-fecal
FB0471
FB047102.CDF
cdf-fecal
FB0471
FB047103.CDF
cdf-fecal
FB0471
FB047104.CDF
cdf-fecal
FB0471
FB047105.CDF
cdf-fecal
FB0471
FB047106.CDF
cdf-fecal
FB0471
FB047107.CDF
cdf-fecal
FB0471
FB047108.CDF
cdf-fecal
FB0471
FB047109.CDF
cdf-fecal
FB0471
FB047110.CDF
cdf-fecal
FB0471
FB047111.CDF
cdf-fecal
FB0471
FB047112.CDF
cdf-fecal
FB0471
FB047113.CDF
cdf-fecal
FB0471
FB047114.CDF
cdf-fecal
FB0471
FB047115.CDF
cdf-fecal
FB0471
FB047116.CDF
cdf-fecal
FB0471
FB047117.CDF
cdf-fecal
FB0471
FB047118.CDF
cdf-fecal
FB0471
FB047119.CDF
cdf-fecal
FB0471
FB047120.CDF
cdf-fecal
FB0471
FB047121.CDF
cdf-fecal
FB0471
FB047122.CDF
cdf-fecal
FB0471
FB047123.CDF
cdf-fecal
FB0471
FB047124.CDF
cdf-fecal
FB0471
FB047125.CDF
cdf-fecal
FB0471
FB047126.CDF
cdf-fecal
FB0471
FB047127.CDF
cdf-fecal
FB0471
FB047128.CDF
cdf-fecal
FB0471
FB047129.CDF
cdf-fecal
FB0471
FB047130.CDF
cdf-fecal
FB0471
FB047131.CDF
cdf-fecal
FB0471
FB047132.CDF
cdf-fecal
FB0471
FB047133.CDF
cdf-fecal
FB0471
FB047134.CDF
cdf-fecal
FB0471
FB047135.CDF
cdf-fecal
FB0471
FB047136.CDF
cdf-fecal
FB0471
FB047137.CDF
cdf-fecal
FB0472
FB047201.CDF
cdf-fecal
FB0472
FB047202.CDF
cdf-fecal
FB0472
FB047203.CDF
cdf-fecal
FB0472
FB047204.CDF
cdf-fecal
FB0472
FB047205.CDF
cdf-fecal
FB0472
FB047206.CDF
cdf-fecal
FB0472
FB047207.CDF
cdf-fecal
FB0472
FB047208.CDF
cdf-fecal
FB0472
FB047209.CDF
cdf-fecal
FB0472
FB047210.CDF
cdf-fecal
FB0472
FB047211.CDF
cdf-fecal
FB0472
FB047212.CDF
cdf-fecal
FB0472
FB047213.CDF
cdf-fecal
FB0472
FB047214.CDF
cdf-fecal
FB0472
FB047215.CDF
cdf-fecal
FB0472
FB047216.CDF
cdf-fecal
FB0472
FB047217.CDF
cdf-fecal
FB0472
FB047218.CDF
cdf-fecal
FB0472
FB047219.CDF
cdf-fecal
FB0472
FB047220.CDF
cdf-fecal
FB0472
FB047221.CDF
cdf-fecal
FB0472
FB047222.CDF
cdf-fecal
FB0472
FB047223.CDF
cdf-fecal
FB0472
FB047224.CDF
cdf-fecal
FB0472
FB047225.CDF
cdf-fecal
FB0472
FB047226.CDF
cdf-fecal
FB0472
FB047227.CDF
cdf-fecal
FB0472
FB047228.CDF
cdf-fecal
FB0472
FB047229.CDF
cdf-fecal
FB0472
FB047230.CDF
cdf-fecal
FB0472
FB047231.CDF
cdf-fecal
FB0472
FB047232.CDF
cdf-fecal
FB0472
FB047233.CDF
cdf-fecal
FB0472
FB047234.CDF
cdf-fecal
FB0472
FB047235.CDF
cdf-fecal
FB0472
FB047236.CDF
cdf-fecal
FB0472
FB047237.CDF
cdf-fecal
FB0473
FB047301.CDF
cdf-fecal
FB0473
FB047302.CDF
cdf-fecal
FB0473
FB047303.CDF
cdf-fecal
FB0473
FB047304.CDF
cdf-fecal
FB0473
FB047305.CDF
cdf-fecal
FB0473
FB047306.CDF
cdf-fecal
FB0473
FB047307.CDF
cdf-fecal
FB0473
FB047308.CDF
cdf-fecal
FB0473
FB047309.CDF
cdf-fecal
FB0473
FB047310.CDF
cdf-fecal
FB0473
FB047311.CDF
cdf-fecal
FB0473
FB047312.CDF
cdf-fecal
FB0473
FB047313.CDF
cdf-fecal
FB0473
FB047314.CDF
cdf-fecal
FB0473
FB047315.CDF
cdf-fecal
FB0473
FB047316.CDF
cdf-fecal
FB0473
FB047317.CDF
cdf-fecal
FB0473
FB047318.CDF
cdf-fecal
FB0473
FB047319.CDF
cdf-fecal
FB0473
FB047320.CDF
cdf-fecal
FB0473
FB047321.CDF
cdf-fecal
FB0473
FB047322.CDF
cdf-fecal
FB0473
FB047323.CDF
cdf-fecal
FB0473
FB047324.CDF
cdf-fecal
FB0473
FB047325.CDF
cdf-fecal
FB0473
FB047326.CDF
cdf-fecal
FB0473
FB047327.CDF
cdf-fecal
FB0473
FB047328.CDF
cdf-fecal
FB0473
FB047329.CDF
cdf-fecal
FB0473
FB047330.CDF
cdf-fecal
FB0473
FB047331.CDF
cdf-fecal
FB0473
FB047332.CDF
cdf-fecal
FB0473
FB047333.CDF
cdf-fecal
FB0473
FB047334.CDF
cdf-fecal
FB0473
FB047335.CDF
cdf-fecal
FB0473
FB047336.CDF
cdf-fecal
FB0473
FB047337.CDF
cdf-fecal
FB0474
FB047401.CDF
cdf-fecal
FB0474
FB047402.CDF
cdf-fecal
FB0474
FB047403.CDF
cdf-fecal
FB0474
FB047404.CDF
cdf-fecal
FB0474
FB047405.CDF
cdf-fecal
FB0474
FB047406.CDF
cdf-fecal
FB0474
FB047407.CDF
cdf-fecal
FB0474
FB047408.CDF
cdf-fecal
FB0474
FB047409.CDF
cdf-fecal
FB0474
FB047410.CDF
cdf-fecal
FB0474
FB047411.CDF
cdf-fecal
FB0474
FB047412.CDF
cdf-fecal
FB0474
FB047413.CDF
cdf-fecal
FB0474
FB047414.CDF
cdf-fecal
FB0474
FB047415.CDF
cdf-fecal
FB0474
FB047416.CDF
cdf-fecal
FB0474
FB047417.CDF
cdf-fecal
FB0474
FB047418.CDF
cdf-fecal
FB0474
FB047419.CDF
cdf-fecal
FB0474
FB047420.CDF
cdf-fecal
FB0474
FB047421.CDF
cdf-fecal
FB0474
FB047422.CDF
cdf-fecal
FB0474
FB047423.CDF
cdf-fecal
FB0474
FB047424.CDF
cdf-fecal
FB0474
FB047425.CDF
cdf-fecal
FB0474
FB047426.CDF
cdf-fecal
FB0474
FB047427.CDF
cdf-fecal
FB0474
FB047428.CDF
cdf-fecal
FB0474
FB047429.CDF
cdf-fecal
FB0474
FB047430.CDF
cdf-fecal
FB0474
FB047431.CDF
cdf-fecal
FB0474
FB047432.CDF
cdf-fecal
FB0474
FB047433.CDF
cdf-fecal
FB0474
FB047434.CDF
cdf-fecal
FB0474
FB047435.CDF
cdf-fecal
FB0474
FB047436.CDF
cdf-fecal
FB0474
FB047437.CDF
cdf-fecal
FB0475
FB047501.CDF
cdf-fecal
FB0475
FB047502.CDF
cdf-fecal
FB0475
FB047503.CDF
cdf-fecal
FB0475
FB047504.CDF
cdf-fecal
FB0475
FB047505.CDF
cdf-fecal
FB0475
FB047506.CDF
cdf-fecal
FB0475
FB047507.CDF
cdf-fecal
FB0475
FB047508.CDF
cdf-fecal
FB0475
FB047509.CDF
cdf-fecal
FB0475
FB047510.CDF
cdf-fecal
FB0475
FB047511.CDF
cdf-fecal
FB0475
FB047512.CDF
cdf-fecal
FB0475
FB047513.CDF
cdf-fecal
FB0475
FB047514.CDF
cdf-fecal
FB0475
FB047515.CDF
cdf-fecal
FB0475
FB047516.CDF
cdf-fecal
FB0475
FB047517.CDF
cdf-fecal
FB0475
FB047518.CDF
cdf-fecal
FB0475
FB047519.CDF
cdf-fecal
FB0475
FB047520.CDF
cdf-fecal
FB0475
FB047521.CDF
cdf-fecal
FB0475
FB047522.CDF
cdf-fecal
FB0475
FB047523.CDF
cdf-fecal
FB0475
FB047524.CDF
cdf-fecal
FB0475
FB047525.CDF
cdf-fecal
FB0475
FB047526.CDF
cdf-fecal
FB0475
FB047527.CDF
cdf-fecal
FB0475
FB047528.CDF
cdf-fecal
FB0475
FB047529.CDF
cdf-fecal
FB0475
FB047530.CDF
cdf-fecal
FB0475
FB047531.CDF
cdf-fecal
FB0475
FB047532.CDF
cdf-fecal
FB0475
FB047533.CDF
cdf-fecal
FB0475
FB047534.CDF
cdf-fecal
FB0475
FB047535.CDF
cdf-fecal
FB0475
FB047536.CDF
cdf-fecal
FB0475
FB047537.CDF
cdf-fecal
FB0476
FB047601.CDF
cdf-fecal
FB0476
FB047602.CDF
cdf-fecal
FB0476
FB047603.CDF
cdf-fecal
FB0476
FB047604.CDF
cdf-fecal
FB0476
FB047605.CDF
cdf-fecal
FB0476
FB047606.CDF
cdf-fecal
FB0476
FB047607.CDF
cdf-fecal
FB0476
FB047608.CDF
cdf-fecal
FB0476
FB047609.CDF
cdf-fecal
FB0476
FB047610.CDF
cdf-fecal
FB0476
FB047611.CDF
cdf-fecal
FB0476
FB047612.CDF
cdf-fecal
FB0476
FB047613.CDF
cdf-fecal
FB0476
FB047614.CDF
cdf-fecal
FB0476
FB047615.CDF
cdf-fecal
FB0476
FB047616.CDF
cdf-fecal
FB0476
FB047617.CDF
cdf-fecal
FB0476
FB047618.CDF
cdf-fecal
FB0476
FB047619.CDF
cdf-fecal
FB0476
FB047620.CDF
cdf-fecal
FB0476
FB047621.CDF
cdf-fecal
FB0476
FB047622.CDF
cdf-fecal
FB0476
FB047623.CDF
cdf-fecal
FB0476
FB047624.CDF
cdf-fecal
FB0476
FB047625.CDF
cdf-fecal
FB0476
FB047626.CDF
cdf-fecal
FB0476
FB047627.CDF
cdf-fecal
FB0476
FB047628.CDF
cdf-fecal
FB0476
FB047629.CDF
cdf-fecal
FB0476
FB047630.CDF
cdf-fecal
FB0476
FB047631.CDF
cdf-fecal
FB0476
FB047632.CDF
cdf-fecal
FB0476
FB047633.CDF
cdf-fecal
FB0476
FB047634.CDF
cdf-fecal
FB0476
FB047635.CDF
cdf-fecal
FB0476
FB047636.CDF
cdf-fecal
FB0476
FB047637.CDF
cdf-fecal
FB0477
FB047701.CDF
cdf-fecal
FB0477
FB047702.CDF
cdf-fecal
FB0477
FB047703.CDF
cdf-fecal
FB0477
FB047704.CDF
cdf-fecal
FB0477
FB047705.CDF
cdf-fecal
FB0477
FB047706.CDF
cdf-fecal
FB0477
FB047707.CDF
cdf-fecal
FB0477
FB047708.CDF
cdf-fecal
FB0477
FB047709.CDF
cdf-fecal
FB0477
FB047710.CDF
cdf-fecal
FB0477
FB047711.CDF
cdf-fecal
FB0477
FB047712.CDF
cdf-fecal
FB0477
FB047713.CDF
cdf-fecal
FB0477
FB047714.CDF
cdf-fecal
FB0477
FB047715.CDF
cdf-fecal
FB0477
FB047716.CDF
cdf-fecal
FB0477
FB047717.CDF
cdf-fecal
FB0477
FB047718.CDF
cdf-fecal
FB0477
FB047719.CDF
cdf-fecal
FB0477
FB047720.CDF
cdf-fecal
FB0477
FB047721.CDF
cdf-fecal
FB0477
FB047722.CDF
cdf-fecal
FB0477
FB047723.CDF
cdf-fecal
FB0477
FB047724.CDF
cdf-fecal
FB0477
FB047725.CDF
cdf-fecal
FB0477
FB047726.CDF
cdf-fecal
FB0477
FB047727.CDF
cdf-fecal
FB0477
FB047728.CDF
cdf-fecal
FB0477
FB047729.CDF
cdf-fecal
FB0477
FB047730.CDF
cdf-fecal
FB0477
FB047731.CDF
cdf-fecal
FB0477
FB047732.CDF
cdf-fecal
FB0477
FB047733.CDF
cdf-fecal
FB0477
FB047734.CDF
cdf-fecal
FB0477
FB047735.CDF
cdf-fecal
FB0477
FB047736.CDF
cdf-fecal
FB0477
FB047737.CDF
cdf-fecal
FB0478
FB047801.CDF
cdf-fecal
FB0478
FB047802.CDF
cdf-fecal
FB0478
FB047803.CDF
cdf-fecal
FB0478
FB047804.CDF
cdf-fecal
FB0478
FB047805.CDF
cdf-fecal
FB0478
FB047806.CDF
cdf-fecal
FB0478
FB047807.CDF
cdf-fecal
FB0478
FB047808.CDF
cdf-fecal
FB0478
FB047809.CDF
cdf-fecal
FB0478
FB047810.CDF
cdf-fecal
FB0478
FB047811.CDF
cdf-fecal
FB0478
FB047812.CDF
cdf-fecal
FB0478
FB047813.CDF
cdf-fecal
FB0478
FB047814.CDF
cdf-fecal
FB0478
FB047815.CDF
cdf-fecal
FB0478
FB047816.CDF
cdf-fecal
FB0478
FB047817.CDF
cdf-fecal
FB0478
FB047818.CDF
cdf-fecal
FB0478
FB047819.CDF
cdf-fecal
FB0478
FB047820.CDF
cdf-fecal
FB0478
FB047821.CDF
cdf-fecal
FB0478
FB047822.CDF
cdf-fecal
FB0478
FB047823.CDF
cdf-fecal
FB0478
FB047824.CDF
cdf-fecal
FB0478
FB047825.CDF
cdf-fecal
FB0478
FB047826.CDF
cdf-fecal
FB0478
FB047827.CDF
cdf-fecal
FB0478
FB047828.CDF
cdf-fecal
FB0478
FB047829.CDF
cdf-fecal
FB0478
FB047830.CDF
cdf-fecal
FB0478
FB047831.CDF
cdf-fecal
FB0478
FB047832.CDF
cdf-fecal
FB0478
FB047833.CDF
cdf-fecal
FB0478
FB047834.CDF
cdf-fecal
FB0478
FB047835.CDF
cdf-fecal
FB0478
FB047836.CDF
cdf-fecal
FB0478
FB047837.CDF
cdf-fecal
FB0479
FB047901.CDF
cdf-fecal
FB0479
FB047902.CDF
cdf-fecal
FB0479
FB047903.CDF
cdf-fecal
FB0479
FB047904.CDF
cdf-fecal
FB0479
FB047905.CDF
cdf-fecal
FB0479
FB047906.CDF
cdf-fecal
FB0479
FB047907.CDF
cdf-fecal
FB0479
FB047908.CDF
cdf-fecal
FB0479
FB047909.CDF
cdf-fecal
FB0479
FB047910.CDF
cdf-fecal
FB0479
FB047911.CDF
cdf-fecal
FB0479
FB047912.CDF
cdf-fecal
FB0479
FB047913.CDF
cdf-fecal
FB0479
FB047914.CDF
cdf-fecal
FB0479
FB047915.CDF
cdf-fecal
FB0479
FB047916.CDF
cdf-fecal
FB0479
FB047917.CDF
cdf-fecal
FB0479
FB047918.CDF
cdf-fecal
FB0479
FB047919.CDF
cdf-fecal
FB0479
FB047920.CDF
cdf-fecal
FB0479
FB047921.CDF
cdf-fecal
FB0479
FB047922.CDF
cdf-fecal
FB0479
FB047923.CDF
cdf-fecal
FB0479
FB047924.CDF
cdf-fecal
FB0479
FB047925.CDF
cdf-fecal
FB0479
FB047926.CDF
cdf-fecal
FB0479
FB047927.CDF
cdf-fecal
FB0479
FB047928.CDF
cdf-fecal
FB0479
FB047929.CDF
cdf-fecal
FB0479
FB047930.CDF
cdf-fecal
FB0479
FB047931.CDF
cdf-fecal
FB0479
FB047932.CDF
cdf-fecal
FB0479
FB047933.CDF
cdf-fecal
FB0479
FB047934.CDF
cdf-fecal
FB0479
FB047935.CDF
cdf-fecal
FB0479
FB047936.CDF
cdf-fecal
FB0479
FB047937.CDF
cdf-fecal
FB0480
FB048001.CDF
cdf-fecal
FB0480
FB048002.CDF
cdf-fecal
FB0480
FB048003.CDF
cdf-fecal
FB0480
FB048004.CDF
cdf-fecal
FB0480
FB048005.CDF
cdf-fecal
FB0480
FB048006.CDF
cdf-fecal
FB0480
FB048007.CDF
cdf-fecal
FB0480
FB048008.CDF
cdf-fecal
FB0480
FB048009.CDF
cdf-fecal
FB0480
FB048010.CDF
cdf-fecal
FB0480
FB048011.CDF
cdf-fecal
FB0480
FB048012.CDF
cdf-fecal
FB0480
FB048013.CDF
cdf-fecal
FB0480
FB048014.CDF
cdf-fecal
FB0480
FB048015.CDF
cdf-fecal
FB0480
FB048016.CDF
cdf-fecal
FB0480
FB048017.CDF
cdf-fecal
FB0480
FB048018.CDF
cdf-fecal
FB0480
FB048019.CDF
cdf-fecal
FB0480
FB048020.CDF
cdf-fecal
FB0480
FB048021.CDF
cdf-fecal
FB0480
FB048022.CDF
cdf-fecal
FB0480
FB048023.CDF
cdf-fecal
FB0480
FB048024.CDF
cdf-fecal
FB0480
FB048025.CDF
cdf-fecal
FB0480
FB048026.CDF
cdf-fecal
FB0480
FB048027.CDF
cdf-fecal
FB0480
FB048028.CDF
cdf-fecal
FB0480
FB048029.CDF
cdf-fecal
FB0480
FB048030.CDF
cdf-fecal
FB0480
FB048031.CDF
cdf-fecal
FB0480
FB048032.CDF
cdf-fecal
FB0480
FB048033.CDF
cdf-fecal
FB0480
FB048034.CDF
cdf-fecal
FB0480
FB048035.CDF
cdf-fecal
FB0480
FB048036.CDF
cdf-fecal
FB0480
FB048037.CDF
cdf-fecal
FB0481
FB048101.CDF
cdf-fecal
FB0481
FB048102.CDF
cdf-fecal
FB0481
FB048103.CDF
cdf-fecal
FB0481
FB048104.CDF
cdf-fecal
FB0481
FB048105.CDF
cdf-fecal
FB0481
FB048106.CDF
cdf-fecal
FB0481
FB048107.CDF
cdf-fecal
FB0481
FB048108.CDF
cdf-fecal
FB0481
FB048109.CDF
cdf-fecal
FB0481
FB048110.CDF
cdf-fecal
FB0481
FB048111.CDF
cdf-fecal
FB0481
FB048112.CDF
cdf-fecal
FB0481
FB048113.CDF
cdf-fecal
FB0481
FB048114.CDF
cdf-fecal
FB0481
FB048115.CDF
cdf-fecal
FB0481
FB048116.CDF
cdf-fecal
FB0481
FB048117.CDF
cdf-fecal
FB0481
FB048118.CDF
cdf-fecal
FB0481
FB048119.CDF
cdf-fecal
FB0481
FB048120.CDF
cdf-fecal
FB0481
FB048121.CDF
cdf-fecal
FB0481
FB048122.CDF
cdf-fecal
FB0481
FB048123.CDF
cdf-fecal
FB0481
FB048124.CDF
cdf-fecal
FB0481
FB048125.CDF
cdf-fecal
FB0481
FB048126.CDF
cdf-fecal
FB0481
FB048127.CDF
cdf-fecal
FB0481
FB048128.CDF
cdf-fecal
FB0481
FB048129.CDF
cdf-fecal
FB0481
FB048130.CDF
cdf-fecal
FB0481
FB048131.CDF
cdf-fecal
FB0481
FB048132.CDF
cdf-fecal
FB0481
FB048133.CDF
cdf-fecal
FB0481
FB048134.CDF
cdf-fecal
FB0481
FB048135.CDF
cdf-fecal
FB0481
FB048136.CDF
cdf-fecal
FB0481
FB048137.CDF
cdf-fecal
FB0482
FB048201.CDF
cdf-fecal
FB0482
FB048202.CDF
cdf-fecal
FB0482
FB048203.CDF
cdf-fecal
FB0482
FB048204.CDF
cdf-fecal
FB0482
FB048205.CDF
cdf-fecal
FB0482
FB048206.CDF
cdf-fecal
FB0482
FB048207.CDF
cdf-fecal
FB0482
FB048208.CDF
cdf-fecal
FB0482
FB048209.CDF
cdf-fecal
FB0482
FB048210.CDF
cdf-fecal
FB0482
FB048211.CDF
cdf-fecal
FB0482
FB048212.CDF
cdf-fecal
FB0482
FB048213.CDF
cdf-fecal
FB0482
FB048214.CDF
cdf-fecal
FB0482
FB048215.CDF
cdf-fecal
FB0482
FB048216.CDF
cdf-fecal
FB0482
FB048217.CDF
cdf-fecal
FB0482
FB048218.CDF
cdf-fecal
FB0482
FB048219.CDF
cdf-fecal
FB0482
FB048220.CDF
cdf-fecal
FB0482
FB048221.CDF
cdf-fecal
FB0482
FB048222.CDF
cdf-fecal
FB0482
FB048223.CDF
cdf-fecal
FB0482
FB048224.CDF
cdf-fecal
FB0482
FB048225.CDF
cdf-fecal
FB0482
FB048226.CDF
cdf-fecal
FB0482
FB048227.CDF
cdf-fecal
FB0482
FB048228.CDF
cdf-fecal
FB0482
FB048229.CDF
cdf-fecal
FB0482
FB048230.CDF
cdf-fecal
FB0482
FB048231.CDF
cdf-fecal
FB0482
FB048232.CDF
cdf-fecal
FB0482
FB048233.CDF
cdf-fecal
FB0482
FB048234.CDF
cdf-fecal
FB0482
FB048235.CDF
cdf-fecal
FB0482
FB048236.CDF
cdf-fecal
FB0482
FB048237.CDF
cdf-fecal
FB0483
FB048301.CDF
cdf-fecal
FB0483
FB048302.CDF
cdf-fecal
FB0483
FB048303.CDF
cdf-fecal
FB0483
FB048304.CDF
cdf-fecal
FB0483
FB048305.CDF
cdf-fecal
FB0483
FB048306.CDF
cdf-fecal
FB0483
FB048307.CDF
cdf-fecal
FB0483
FB048308.CDF
cdf-fecal
FB0483
FB048309.CDF
cdf-fecal
FB0483
FB048310.CDF
cdf-fecal
FB0483
FB048311.CDF
cdf-fecal
FB0483
FB048312.CDF
cdf-fecal
FB0483
FB048313.CDF
cdf-fecal
FB0483
FB048314.CDF
cdf-fecal
FB0483
FB048315.CDF
cdf-fecal
FB0483
FB048316.CDF
cdf-fecal
FB0483
FB048317.CDF
cdf-fecal
FB0483
FB048318.CDF
cdf-fecal
FB0483
FB048319.CDF
cdf-fecal
FB0483
FB048320.CDF
cdf-fecal
FB0483
FB048321.CDF
cdf-fecal
FB0483
FB048322.CDF
cdf-fecal
FB0483
FB048323.CDF
cdf-fecal
FB0483
FB048324.CDF
cdf-fecal
FB0483
FB048325.CDF
cdf-fecal
FB0483
FB048326.CDF
cdf-fecal
FB0483
FB048327.CDF
cdf-fecal
FB0483
FB048328.CDF
cdf-fecal
FB0483
FB048329.CDF
cdf-fecal
FB0483
FB048330.CDF
cdf-fecal
FB0483
FB048331.CDF
cdf-fecal
FB0483
FB048332.CDF
cdf-fecal
FB0483
FB048333.CDF
cdf-fecal
FB0483
FB048334.CDF
cdf-fecal
FB0483
FB048335.CDF
cdf-fecal
FB0483
FB048336.CDF
cdf-fecal
FB0483
FB048337.CDF
cdf-fecal
FB0484
FB048401.CDF
cdf-fecal
FB0484
FB048402.CDF
cdf-fecal
FB0484
FB048403.CDF
cdf-fecal
FB0484
FB048404.CDF
cdf-fecal
FB0484
FB048405.CDF
cdf-fecal
FB0484
FB048406.CDF
cdf-fecal
FB0484
FB048407.CDF
cdf-fecal
FB0484
FB048408.CDF
cdf-fecal
FB0484
FB048409.CDF
cdf-fecal
FB0484
FB048410.CDF
cdf-fecal
FB0484
FB048411.CDF
cdf-fecal
FB0484
FB048412.CDF
cdf-fecal
FB0484
FB048413.CDF
cdf-fecal
FB0484
FB048414.CDF
cdf-fecal
FB0484
FB048415.CDF
cdf-fecal
FB0484
FB048416.CDF
cdf-fecal
FB0484
FB048417.CDF
cdf-fecal
FB0484
FB048418.CDF
cdf-fecal
FB0484
FB048419.CDF
cdf-fecal
FB0484
FB048420.CDF
cdf-fecal
FB0484
FB048421.CDF
cdf-fecal
FB0484
FB048422.CDF
cdf-fecal
FB0484
FB048423.CDF
cdf-fecal
FB0484
FB048424.CDF
cdf-fecal
FB0484
FB048425.CDF
cdf-fecal
FB0484
FB048426.CDF
cdf-fecal
FB0484
FB048427.CDF
cdf-fecal
FB0484
FB048428.CDF
cdf-fecal
FB0484
FB048429.CDF
cdf-fecal
FB0484
FB048430.CDF
cdf-fecal
FB0484
FB048431.CDF
cdf-fecal
FB0484
FB048432.CDF
cdf-fecal
FB0484
FB048433.CDF
cdf-fecal
FB0484
FB048434.CDF
cdf-fecal
FB0484
FB048435.CDF
cdf-fecal
FB0484
FB048436.CDF
cdf-fecal
FB0484
FB048437.CDF
cdf-fecal
FB0485
FB048501.CDF
cdf-fecal
FB0485
FB048502.CDF
cdf-fecal
FB0485
FB048503.CDF
cdf-fecal
FB0485
FB048504.CDF
cdf-fecal
FB0485
FB048505.CDF
cdf-fecal
FB0485
FB048506.CDF
cdf-fecal
FB0485
FB048507.CDF
cdf-fecal
FB0485
FB048508.CDF
cdf-fecal
FB0485
FB048509.CDF
cdf-fecal
FB0485
FB048510.CDF
cdf-fecal
FB0485
FB048511.CDF
cdf-fecal
FB0485
FB048512.CDF
cdf-fecal
FB0485
FB048513.CDF
cdf-fecal
FB0485
FB048514.CDF
cdf-fecal
FB0485
FB048515.CDF
cdf-fecal
FB0485
FB048516.CDF
cdf-fecal
FB0485
FB048517.CDF
cdf-fecal
FB0485
FB048518.CDF
cdf-fecal
FB0485
FB048519.CDF
cdf-fecal
FB0485
FB048520.CDF
cdf-fecal
FB0485
FB048521.CDF
cdf-fecal
FB0485
FB048522.CDF
cdf-fecal
FB0485
FB048523.CDF
cdf-fecal
FB0485
FB048524.CDF
cdf-fecal
FB0485
FB048525.CDF
cdf-fecal
FB0485
FB048526.CDF
cdf-fecal
FB0485
FB048527.CDF
cdf-fecal
FB0485
FB048528.CDF
cdf-fecal
FB0485
FB048529.CDF
cdf-fecal
FB0485
FB048530.CDF
cdf-fecal
FB0485
FB048531.CDF
cdf-fecal
FB0485
FB048532.CDF
cdf-fecal
FB0485
FB048533.CDF
cdf-fecal
FB0485
FB048534.CDF
cdf-fecal
FB0485
FB048535.CDF
cdf-fecal
FB0485
FB048536.CDF
cdf-fecal
FB0485
FB048537.CDF
cdf-fecal
FB0486
FB048601.CDF
cdf-fecal
FB0486
FB048602.CDF
cdf-fecal
FB0486
FB048603.CDF
cdf-fecal
FB0486
FB048604.CDF
cdf-fecal
FB0486
FB048605.CDF
cdf-fecal
FB0486
FB048606.CDF
cdf-fecal
FB0486
FB048607.CDF
cdf-fecal
FB0486
FB048608.CDF
cdf-fecal
FB0486
FB048609.CDF
cdf-fecal
FB0486
FB048610.CDF
cdf-fecal
FB0486
FB048611.CDF
cdf-fecal
FB0486
FB048612.CDF
cdf-fecal
FB0486
FB048613.CDF
cdf-fecal
FB0486
FB048614.CDF
cdf-fecal
FB0486
FB048615.CDF
cdf-fecal
FB0486
FB048616.CDF
cdf-fecal
FB0486
FB048617.CDF
cdf-fecal
FB0486
FB048618.CDF
cdf-fecal
FB0486
FB048619.CDF
cdf-fecal
FB0486
FB048620.CDF
cdf-fecal
FB0486
FB048621.CDF
cdf-fecal
FB0486
FB048622.CDF
cdf-fecal
FB0486
FB048623.CDF
cdf-fecal
FB0486
FB048624.CDF
cdf-fecal
FB0486
FB048625.CDF
cdf-fecal
FB0486
FB048626.CDF
cdf-fecal
FB0486
FB048627.CDF
cdf-fecal
FB0486
FB048628.CDF
cdf-fecal
FB0486
FB048629.CDF
cdf-fecal
FB0486
FB048630.CDF
cdf-fecal
FB0486
FB048631.CDF
cdf-fecal
FB0486
FB048632.CDF
cdf-fecal
FB0486
FB048633.CDF
cdf-fecal
FB0486
FB048634.CDF
cdf-fecal
FB0486
FB048635.CDF
cdf-fecal
FB0486
FB048636.CDF
cdf-fecal
FB0486
FB048637.CDF
cdf-fecal
FB0487
FB048701.CDF
cdf-fecal
FB0487
FB048702.CDF
cdf-fecal
FB0487
FB048703.CDF
cdf-fecal
FB0487
FB048704.CDF
cdf-fecal
FB0487
FB048705.CDF
cdf-fecal
FB0487
FB048706.CDF
cdf-fecal
FB0487
FB048707.CDF
cdf-fecal
FB0487
FB048708.CDF
cdf-fecal
FB0487
FB048709.CDF
cdf-fecal
FB0487
FB048710.CDF
cdf-fecal
FB0487
FB048711.CDF
cdf-fecal
FB0487
FB048712.CDF
cdf-fecal
FB0487
FB048713.CDF
cdf-fecal
FB0487
FB048714.CDF
cdf-fecal
FB0487
FB048715.CDF
cdf-fecal
FB0487
FB048716.CDF
cdf-fecal
FB0487
FB048717.CDF
cdf-fecal
FB0487
FB048718.CDF
cdf-fecal
FB0487
FB048719.CDF
cdf-fecal
FB0487
FB048720.CDF
cdf-fecal
FB0487
FB048721.CDF
cdf-fecal
FB0487
FB048722.CDF
cdf-fecal
FB0487
FB048723.CDF
cdf-fecal
FB0487
FB048724.CDF
cdf-fecal
FB0487
FB048725.CDF
cdf-fecal
FB0487
FB048726.CDF
cdf-fecal
FB0487
FB048727.CDF
cdf-fecal
FB0487
FB048728.CDF
cdf-fecal
FB0487
FB048729.CDF
cdf-fecal
FB0487
FB048730.CDF
cdf-fecal
FB0487
FB048731.CDF
cdf-fecal
FB0487
FB048732.CDF
cdf-fecal
FB0487
FB048733.CDF
cdf-fecal
FB0487
FB048734.CDF
cdf-fecal
FB0487
FB048735.CDF
cdf-fecal
FB0487
FB048736.CDF
cdf-fecal
FB0487
FB048737.CDF
cdf-fecal
FB0488
FB048801.CDF
cdf-fecal
FB0488
FB048802.CDF
cdf-fecal
FB0488
FB048803.CDF
cdf-fecal
FB0488
FB048804.CDF
cdf-fecal
FB0488
FB048805.CDF
cdf-fecal
FB0488
FB048806.CDF
cdf-fecal
FB0488
FB048807.CDF
cdf-fecal
FB0488
FB048808.CDF
cdf-fecal
FB0488
FB048809.CDF
cdf-fecal
FB0488
FB048810.CDF
cdf-fecal
FB0488
FB048811.CDF
cdf-fecal
FB0488
FB048812.CDF
cdf-fecal
FB0488
FB048813.CDF
cdf-fecal
FB0488
FB048814.CDF
cdf-fecal
FB0488
FB048815.CDF
cdf-fecal
FB0488
FB048816.CDF
cdf-fecal
FB0488
FB048817.CDF
cdf-fecal
FB0488
FB048818.CDF
cdf-fecal
FB0488
FB048819.CDF
cdf-fecal
FB0488
FB048820.CDF
cdf-fecal
FB0488
FB048821.CDF
cdf-fecal
FB0488
FB048822.CDF
cdf-fecal
FB0488
FB048823.CDF
cdf-fecal
FB0488
FB048824.CDF
cdf-fecal
FB0488
FB048825.CDF
cdf-fecal
FB0488
FB048826.CDF
cdf-fecal
FB0488
FB048827.CDF
cdf-fecal
FB0488
FB048828.CDF
cdf-fecal
FB0488
FB048829.CDF
cdf-fecal
FB0488
FB048830.CDF
cdf-fecal
FB0488
FB048831.CDF
cdf-fecal
FB0488
FB048832.CDF
cdf-fecal
FB0488
FB048833.CDF
cdf-fecal
FB0488
FB048834.CDF
cdf-fecal
FB0488
FB048835.CDF
cdf-fecal
FB0488
FB048836.CDF
cdf-fecal
FB0488
FB048837.CDF
cdf-fecal
FB0489
FB048901.CDF
cdf-fecal
FB0489
FB048902.CDF
cdf-fecal
FB0489
FB048903.CDF
cdf-fecal
FB0489
FB048904.CDF
cdf-fecal
FB0489
FB048905.CDF
cdf-fecal
FB0489
FB048906.CDF
cdf-fecal
FB0489
FB048907.CDF
cdf-fecal
FB0489
FB048908.CDF
cdf-fecal
FB0489
FB048909.CDF
cdf-fecal
FB0489
FB048910.CDF
cdf-fecal
FB0489
FB048911.CDF
cdf-fecal
FB0489
FB048912.CDF
cdf-fecal
FB0489
FB048913.CDF
cdf-fecal
FB0489
FB048914.CDF
cdf-fecal
FB0489
FB048915.CDF
cdf-fecal
FB0489
FB048916.CDF
cdf-fecal
FB0489
FB048917.CDF
cdf-fecal
FB0489
FB048918.CDF
cdf-fecal
FB0489
FB048919.CDF
cdf-fecal
FB0489
FB048920.CDF
cdf-fecal
FB0489
FB048921.CDF
cdf-fecal
FB0489
FB048922.CDF
cdf-fecal
FB0489
FB048923.CDF
cdf-fecal
FB0489
FB048924.CDF
cdf-fecal
FB0489
FB048925.CDF
cdf-fecal
FB0489
FB048926.CDF
cdf-fecal
FB0489
FB048927.CDF
cdf-fecal
FB0489
FB048928.CDF
cdf-fecal
FB0489
FB048929.CDF
cdf-fecal
FB0489
FB048930.CDF
cdf-fecal
FB0489
FB048931.CDF
cdf-fecal
FB0489
FB048932.CDF
cdf-fecal
FB0489
FB048933.CDF
cdf-fecal
FB0489
FB048934.CDF
cdf-fecal
FB0489
FB048935.CDF
cdf-fecal
FB0489
FB048936.CDF
cdf-fecal
FB0489
FB048937.CDF
cdf-fecal
FB0490
FB049001.CDF
cdf-fecal
FB0490
FB049002.CDF
cdf-fecal
FB0490
FB049003.CDF
cdf-fecal
FB0490
FB049004.CDF
cdf-fecal
FB0490
FB049005.CDF
cdf-fecal
FB0490
FB049006.CDF
cdf-fecal
FB0490
FB049007.CDF
cdf-fecal
FB0490
FB049008.CDF
cdf-fecal
FB0490
FB049009.CDF
cdf-fecal
FB0490
FB049010.CDF
cdf-fecal
FB0490
FB049011.CDF
cdf-fecal
FB0490
FB049012.CDF
cdf-fecal
FB0490
FB049013.CDF
cdf-fecal
FB0490
FB049014.CDF
cdf-fecal
FB0490
FB049015.CDF
cdf-fecal
FB0490
FB049016.CDF
cdf-fecal
FB0490
FB049017.CDF
cdf-fecal
FB0490
FB049018.CDF
cdf-fecal
FB0490
FB049019.CDF
cdf-fecal
FB0490
FB049020.CDF
cdf-fecal
FB0490
FB049021.CDF
cdf-fecal
FB0490
FB049022.CDF
cdf-fecal
FB0490
FB049023.CDF
cdf-fecal
FB0490
FB049024.CDF
cdf-fecal
FB0490
FB049025.CDF
cdf-fecal
FB0490
FB049026.CDF
cdf-fecal
FB0490
FB049027.CDF
cdf-fecal
FB0490
FB049028.CDF
cdf-fecal
FB0490
FB049029.CDF
cdf-fecal
FB0490
FB049030.CDF
cdf-fecal
FB0490
FB049031.CDF
cdf-fecal
FB0490
FB049032.CDF
cdf-fecal
FB0490
FB049033.CDF
cdf-fecal
FB0490
FB049034.CDF
cdf-fecal
FB0490
FB049035.CDF
cdf-fecal
FB0490
FB049036.CDF
cdf-fecal
FB0490
FB049037.CDF
cdf-fecal
FB0491
FB049101.CDF
cdf-fecal
FB0491
FB049102.CDF
cdf-fecal
FB0491
FB049103.CDF
cdf-fecal
FB0491
FB049104.CDF
cdf-fecal
FB0491
FB049105.CDF
cdf-fecal
FB0491
FB049106.CDF
cdf-fecal
FB0491
FB049107.CDF
cdf-fecal
FB0491
FB049108.CDF
cdf-fecal
FB0491
FB049109.CDF
cdf-fecal
FB0491
FB049110.CDF
cdf-fecal
FB0491
FB049111.CDF
cdf-fecal
FB0491
FB049112.CDF
cdf-fecal
FB0491
FB049113.CDF
cdf-fecal
FB0491
FB049114.CDF
cdf-fecal
FB0491
FB049115.CDF
cdf-fecal
FB0491
FB049116.CDF
cdf-fecal
FB0491
FB049117.CDF
cdf-fecal
FB0491
FB049118.CDF
cdf-fecal
FB0491
FB049119.CDF
cdf-fecal
FB0491
FB049120.CDF
cdf-fecal
FB0491
FB049121.CDF
cdf-fecal
FB0491
FB049122.CDF
cdf-fecal
FB0491
FB049123.CDF
cdf-fecal
FB0491
FB049124.CDF
cdf-fecal
FB0491
FB049125.CDF
cdf-fecal
FB0491
FB049126.CDF
cdf-fecal
FB0491
FB049127.CDF
cdf-fecal
FB0491
FB049128.CDF
cdf-fecal
FB0491
FB049129.CDF
cdf-fecal
FB0491
FB049130.CDF
cdf-fecal
FB0491
FB049131.CDF
cdf-fecal
FB0491
FB049132.CDF
cdf-fecal
FB0491
FB049133.CDF
cdf-fecal
FB0491
FB049134.CDF
cdf-fecal
FB0491
FB049135.CDF
cdf-fecal
FB0491
FB049136.CDF
cdf-fecal
FB0491
FB049137.CDF
cdf-fecal
FB0492
FB049201.CDF
cdf-fecal
FB0492
FB049202.CDF
cdf-fecal
FB0492
FB049203.CDF
cdf-fecal
FB0492
FB049204.CDF
cdf-fecal
FB0492
FB049205.CDF
cdf-fecal
FB0492
FB049206.CDF
cdf-fecal
FB0492
FB049207.CDF
cdf-fecal
FB0492
FB049208.CDF
cdf-fecal
FB0492
FB049209.CDF
cdf-fecal
FB0492
FB049210.CDF
cdf-fecal
FB0492
FB049211.CDF
cdf-fecal
FB0492
FB049212.CDF
cdf-fecal
FB0492
FB049213.CDF
cdf-fecal
FB0492
FB049214.CDF
cdf-fecal
FB0492
FB049215.CDF
cdf-fecal
FB0492
FB049216.CDF
cdf-fecal
FB0492
FB049217.CDF
cdf-fecal
FB0492
FB049218.CDF
cdf-fecal
FB0492
FB049219.CDF
cdf-fecal
FB0492
FB049220.CDF
cdf-fecal
FB0492
FB049221.CDF
cdf-fecal
FB0492
FB049222.CDF
cdf-fecal
FB0492
FB049223.CDF
cdf-fecal
FB0492
FB049224.CDF
cdf-fecal
FB0492
FB049225.CDF
cdf-fecal
FB0492
FB049226.CDF
cdf-fecal
FB0492
FB049227.CDF
cdf-fecal
FB0492
FB049228.CDF
cdf-fecal
FB0492
FB049229.CDF
cdf-fecal
FB0492
FB049230.CDF
cdf-fecal
FB0492
FB049231.CDF
cdf-fecal
FB0492
FB049232.CDF
cdf-fecal
FB0492
FB049233.CDF
cdf-fecal
FB0492
FB049234.CDF
cdf-fecal
FB0492
FB049235.CDF
cdf-fecal
FB0492
FB049236.CDF
cdf-fecal
FB0492
FB049237.CDF
cdf-fecal
FB0493
FB049301.CDF
cdf-fecal
FB0493
FB049302.CDF
cdf-fecal
FB0493
FB049303.CDF
cdf-fecal
FB0493
FB049304.CDF
cdf-fecal
FB0493
FB049305.CDF
cdf-fecal
FB0493
FB049306.CDF
cdf-fecal
FB0493
FB049307.CDF
cdf-fecal
FB0493
FB049308.CDF
cdf-fecal
FB0493
FB049309.CDF
cdf-fecal
FB0493
FB049310.CDF
cdf-fecal
FB0493
FB049311.CDF
cdf-fecal
FB0493
FB049312.CDF
cdf-fecal
FB0493
FB049313.CDF
cdf-fecal
FB0493
FB049314.CDF
cdf-fecal
FB0493
FB049315.CDF
cdf-fecal
FB0493
FB049316.CDF
cdf-fecal
FB0493
FB049317.CDF
cdf-fecal
FB0493
FB049318.CDF
cdf-fecal
FB0493
FB049319.CDF
cdf-fecal
FB0493
FB049320.CDF
cdf-fecal
FB0493
FB049321.CDF
cdf-fecal
FB0493
FB049322.CDF
cdf-fecal
FB0493
FB049323.CDF
cdf-fecal
FB0493
FB049324.CDF
cdf-fecal
FB0493
FB049325.CDF
cdf-fecal
FB0493
FB049326.CDF
cdf-fecal
FB0493
FB049327.CDF
cdf-fecal
FB0493
FB049328.CDF
cdf-fecal
FB0493
FB049329.CDF
cdf-fecal
FB0493
FB049330.CDF
cdf-fecal
FB0493
FB049331.CDF
cdf-fecal
FB0493
FB049332.CDF
cdf-fecal
FB0493
FB049333.CDF
cdf-fecal
FB0493
FB049334.CDF
cdf-fecal
FB0493
FB049335.CDF
cdf-fecal
FB0493
FB049336.CDF
cdf-fecal
FB0493
FB049337.CDF
cdf-fecal
FB0494
FB049401.CDF
cdf-fecal
FB0494
FB049402.CDF
cdf-fecal
FB0494
FB049403.CDF
cdf-fecal
FB0494
FB049404.CDF
cdf-fecal
FB0494
FB049405.CDF
cdf-fecal
FB0494
FB049406.CDF
cdf-fecal
FB0494
FB049407.CDF
cdf-fecal
FB0494
FB049408.CDF
cdf-fecal
FB0494
FB049409.CDF
cdf-fecal
FB0494
FB049410.CDF
cdf-fecal
FB0494
FB049411.CDF
cdf-fecal
FB0494
FB049412.CDF
cdf-fecal
FB0494
FB049413.CDF
cdf-fecal
FB0494
FB049414.CDF
cdf-fecal
FB0494
FB049415.CDF
cdf-fecal
FB0494
FB049416.CDF
cdf-fecal
FB0494
FB049417.CDF
cdf-fecal
FB0494
FB049418.CDF
cdf-fecal
FB0494
FB049419.CDF
cdf-fecal
FB0494
FB049420.CDF
cdf-fecal
FB0494
FB049421.CDF
cdf-fecal
FB0494
FB049422.CDF
cdf-fecal
FB0494
FB049423.CDF
cdf-fecal
FB0494
FB049424.CDF
cdf-fecal
FB0494
FB049425.CDF
cdf-fecal
FB0494
FB049426.CDF
cdf-fecal
FB0494
FB049427.CDF
cdf-fecal
FB0494
FB049428.CDF
cdf-fecal
FB0494
FB049429.CDF
cdf-fecal
FB0494
FB049430.CDF
cdf-fecal
FB0494
FB049431.CDF
cdf-fecal
FB0494
FB049432.CDF
cdf-fecal
FB0494
FB049433.CDF
cdf-fecal
FB0494
FB049434.CDF
cdf-fecal
FB0494
FB049435.CDF
cdf-fecal
FB0494
FB049436.CDF
cdf-fecal
FB0494
FB049437.CDF
cdf-fecal
FB0495
FB049501.CDF
cdf-fecal
FB0495
FB049502.CDF
cdf-fecal
FB0495
FB049503.CDF
cdf-fecal
FB0495
FB049504.CDF
cdf-fecal
FB0495
FB049505.CDF
cdf-fecal
FB0495
FB049506.CDF
cdf-fecal
FB0495
FB049507.CDF
cdf-fecal
FB0495
FB049508.CDF
cdf-fecal
FB0495
FB049509.CDF
cdf-fecal
FB0495
FB049510.CDF
cdf-fecal
FB0495
FB049511.CDF
cdf-fecal
FB0495
FB049512.CDF
cdf-fecal
FB0495
FB049513.CDF
cdf-fecal
FB0495
FB049514.CDF
cdf-fecal
FB0495
FB049515.CDF
cdf-fecal
FB0495
FB049516.CDF
cdf-fecal
FB0495
FB049517.CDF
cdf-fecal
FB0495
FB049518.CDF
cdf-fecal
FB0495
FB049519.CDF
cdf-fecal
FB0495
FB049520.CDF
cdf-fecal
FB0495
FB049521.CDF
cdf-fecal
FB0495
FB049522.CDF
cdf-fecal
FB0495
FB049523.CDF
cdf-fecal
FB0495
FB049524.CDF
cdf-fecal
FB0495
FB049525.CDF
cdf-fecal
FB0495
FB049526.CDF
cdf-fecal
FB0495
FB049527.CDF
cdf-fecal
FB0495
FB049528.CDF
cdf-fecal
FB0495
FB049529.CDF
cdf-fecal
FB0495
FB049530.CDF
cdf-fecal
FB0495
FB049531.CDF
cdf-fecal
FB0495
FB049532.CDF
cdf-fecal
FB0495
FB049533.CDF
cdf-fecal
FB0495
FB049534.CDF
cdf-fecal
FB0495
FB049535.CDF
cdf-fecal
FB0495
FB049536.CDF
cdf-fecal
FB0495
FB049537.CDF
cdf-fecal
FB0496
FB049601.CDF
cdf-fecal
FB0496
FB049602.CDF
cdf-fecal
FB0496
FB049603.CDF
cdf-fecal
FB0496
FB049604.CDF
cdf-fecal
FB0496
FB049605.CDF
cdf-fecal
FB0496
FB049606.CDF
cdf-fecal
FB0496
FB049607.CDF
cdf-fecal
FB0496
FB049608.CDF
cdf-fecal
FB0496
FB049609.CDF
cdf-fecal
FB0496
FB049610.CDF
cdf-fecal
FB0496
FB049611.CDF
cdf-fecal
FB0496
FB049612.CDF
cdf-fecal
FB0496
FB049613.CDF
cdf-fecal
FB0496
FB049614.CDF
cdf-fecal
FB0496
FB049615.CDF
cdf-fecal
FB0496
FB049616.CDF
cdf-fecal
FB0496
FB049617.CDF
cdf-fecal
FB0496
FB049618.CDF
cdf-fecal
FB0496
FB049619.CDF
cdf-fecal
FB0496
FB049620.CDF
cdf-fecal
FB0496
FB049621.CDF
cdf-fecal
FB0496
FB049622.CDF
cdf-fecal
FB0496
FB049623.CDF
cdf-fecal
FB0496
FB049624.CDF
cdf-fecal
FB0496
FB049625.CDF
cdf-fecal
FB0496
FB049626.CDF
cdf-fecal
FB0496
FB049627.CDF
cdf-fecal
FB0496
FB049628.CDF
cdf-fecal
FB0496
FB049629.CDF
cdf-fecal
FB0496
FB049630.CDF
cdf-fecal
FB0496
FB049631.CDF
cdf-fecal
FB0496
FB049632.CDF
cdf-fecal
FB0496
FB049633.CDF
cdf-fecal
FB0496
FB049634.CDF
cdf-fecal
FB0496
FB049635.CDF
cdf-fecal
FB0496
FB049636.CDF
cdf-fecal
FB0496
FB049637.CDF
cdf-fecal
FB0497
FB049701.CDF
cdf-fecal
FB0497
FB049702.CDF
cdf-fecal
FB0497
FB049703.CDF
cdf-fecal
FB0497
FB049704.CDF
cdf-fecal
FB0497
FB049705.CDF
cdf-fecal
FB0497
FB049706.CDF
cdf-fecal
FB0497
FB049707.CDF
cdf-fecal
FB0497
FB049708.CDF
cdf-fecal
FB0497
FB049709.CDF
cdf-fecal
FB0497
FB049710.CDF
cdf-fecal
FB0497
FB049711.CDF
cdf-fecal
FB0497
FB049712.CDF
cdf-fecal
FB0497
FB049713.CDF
cdf-fecal
FB0497
FB049714.CDF
cdf-fecal
FB0497
FB049715.CDF
cdf-fecal
FB0497
FB049716.CDF
cdf-fecal
FB0497
FB049717.CDF
cdf-fecal
FB0497
FB049718.CDF
cdf-fecal
FB0497
FB049719.CDF
cdf-fecal
FB0497
FB049720.CDF
cdf-fecal
FB0497
FB049721.CDF
cdf-fecal
FB0497
FB049722.CDF
cdf-fecal
FB0497
FB049723.CDF
cdf-fecal
FB0497
FB049724.CDF
cdf-fecal
FB0497
FB049725.CDF
cdf-fecal
FB0497
FB049726.CDF
cdf-fecal
FB0497
FB049727.CDF
cdf-fecal
FB0497
FB049728.CDF
cdf-fecal
FB0497
FB049729.CDF
cdf-fecal
FB0497
FB049730.CDF
cdf-fecal
FB0497
FB049731.CDF
cdf-fecal
FB0497
FB049732.CDF
cdf-fecal
FB0497
FB049733.CDF
cdf-fecal
FB0497
FB049734.CDF
cdf-fecal
FB0497
FB049735.CDF
cdf-fecal
FB0497
FB049736.CDF
cdf-fecal
FB0497
FB049737.CDF
cdf-fecal
FB0498
FB049801.CDF
cdf-fecal
FB0498
FB049802.CDF
cdf-fecal
FB0498
FB049803.CDF
cdf-fecal
FB0498
FB049804.CDF
cdf-fecal
FB0498
FB049805.CDF
cdf-fecal
FB0498
FB049806.CDF
cdf-fecal
FB0498
FB049807.CDF
cdf-fecal
FB0498
FB049808.CDF
cdf-fecal
FB0498
FB049809.CDF
cdf-fecal
FB0498
FB049810.CDF
cdf-fecal
FB0498
FB049811.CDF
cdf-fecal
FB0498
FB049812.CDF
cdf-fecal
FB0498
FB049813.CDF
cdf-fecal
FB0498
FB049814.CDF
cdf-fecal
FB0498
FB049815.CDF
cdf-fecal
FB0498
FB049816.CDF
cdf-fecal
FB0498
FB049817.CDF
cdf-fecal
FB0498
FB049818.CDF
cdf-fecal
FB0498
FB049819.CDF
cdf-fecal
FB0498
FB049820.CDF
cdf-fecal
FB0498
FB049821.CDF
cdf-fecal
FB0498
FB049822.CDF
cdf-fecal
FB0498
FB049823.CDF
cdf-fecal
FB0498
FB049824.CDF
cdf-fecal
FB0498
FB049825.CDF
cdf-fecal
FB0498
FB049826.CDF
cdf-fecal
FB0498
FB049827.CDF
cdf-fecal
FB0498
FB049828.CDF
cdf-fecal
FB0498
FB049829.CDF
cdf-fecal
FB0498
FB049830.CDF
cdf-fecal
FB0498
FB049831.CDF
cdf-fecal
FB0498
FB049832.CDF
cdf-fecal
FB0498
FB049833.CDF
cdf-fecal
FB0498
FB049834.CDF
cdf-fecal
FB0498
FB049835.CDF
cdf-fecal
FB0498
FB049836.CDF
cdf-fecal
FB0498
FB049837.CDF
cdf-fecal
FB0499
FB049901.CDF
cdf-fecal
FB0499
FB049902.CDF
cdf-fecal
FB0499
FB049903.CDF
cdf-fecal
FB0499
FB049904.CDF
cdf-fecal
FB0499
FB049905.CDF
cdf-fecal
FB0499
FB049906.CDF
cdf-fecal
FB0499
FB049907.CDF
cdf-fecal
FB0499
FB049908.CDF
cdf-fecal
FB0499
FB049909.CDF
cdf-fecal
FB0499
FB049910.CDF
cdf-fecal
FB0499
FB049911.CDF
cdf-fecal
FB0499
FB049912.CDF
cdf-fecal
FB0499
FB049913.CDF
cdf-fecal
FB0499
FB049914.CDF
cdf-fecal
FB0499
FB049915.CDF
cdf-fecal
FB0499
FB049916.CDF
cdf-fecal
FB0499
FB049917.CDF
cdf-fecal
FB0499
FB049918.CDF
cdf-fecal
FB0499
FB049919.CDF
cdf-fecal
FB0499
FB049920.CDF
cdf-fecal
FB0499
FB049921.CDF
cdf-fecal
FB0499
FB049922.CDF
cdf-fecal
FB0499
FB049923.CDF
cdf-fecal
FB0499
FB049924.CDF
cdf-fecal
FB0499
FB049925.CDF
cdf-fecal
FB0499
FB049926.CDF
cdf-fecal
FB0499
FB049927.CDF
cdf-fecal
FB0499
FB049928.CDF
cdf-fecal
FB0499
FB049929.CDF
cdf-fecal
FB0499
FB049930.CDF
cdf-fecal
FB0499
FB049931.CDF
cdf-fecal
FB0499
FB049932.CDF
cdf-fecal
FB0499
FB049933.CDF
cdf-fecal
FB0499
FB049934.CDF
cdf-fecal
FB0499
FB049935.CDF
cdf-fecal
FB0499
FB049936.CDF
cdf-fecal
FB0499
FB049937.CDF
cdf-fecal
FB0500
FB050001.CDF
cdf-fecal
FB0500
FB050002.CDF
cdf-fecal
FB0500
FB050003.CDF
cdf-fecal
FB0500
FB050004.CDF
cdf-fecal
FB0500
FB050005.CDF
cdf-fecal
FB0500
FB050006.CDF
cdf-fecal
FB0500
FB050007.CDF
cdf-fecal
FB0500
FB050008.CDF
cdf-fecal
FB0500
FB050009.CDF
cdf-fecal
FB0500
FB050010.CDF
cdf-fecal
FB0500
FB050011.CDF
cdf-fecal
FB0500
FB050012.CDF
cdf-fecal
FB0500
FB050013.CDF
cdf-fecal
FB0500
FB050014.CDF
cdf-fecal
FB0500
FB050015.CDF
cdf-fecal
FB0500
FB050016.CDF
cdf-fecal
FB0500
FB050017.CDF
cdf-fecal
FB0500
FB050018.CDF
cdf-fecal
FB0500
FB050019.CDF
cdf-fecal
FB0500
FB050020.CDF
cdf-fecal
FB0500
FB050021.CDF
cdf-fecal
FB0500
FB050022.CDF
cdf-fecal
FB0500
FB050023.CDF
cdf-fecal
FB0500
FB050024.CDF
cdf-fecal
FB0500
FB050025.CDF
cdf-fecal
FB0500
FB050026.CDF
cdf-fecal
FB0500
FB050027.CDF
cdf-fecal
FB0500
FB050028.CDF
cdf-fecal
FB0500
FB050029.CDF
cdf-fecal
FB0500
FB050030.CDF
cdf-fecal
FB0500
FB050031.CDF
cdf-fecal
FB0500
FB050032.CDF
cdf-fecal
FB0500
FB050033.CDF
cdf-fecal
FB0500
FB050034.CDF
cdf-fecal
FB0500
FB050035.CDF
cdf-fecal
FB0500
FB050036.CDF
cdf-fecal
FB0500
FB050037.CDF
cdf-fecal
FB0501
FB050101.CDF
cdf-fecal
FB0501
FB050102.CDF
cdf-fecal
FB0501
FB050103.CDF
cdf-fecal
FB0501
FB050104.CDF
cdf-fecal
FB0501
FB050105.CDF
cdf-fecal
FB0501
FB050106.CDF
cdf-fecal
FB0501
FB050107.CDF
cdf-fecal
FB0501
FB050108.CDF
cdf-fecal
FB0501
FB050109.CDF
cdf-fecal
FB0501
FB050110.CDF
cdf-fecal
FB0501
FB050111.CDF
cdf-fecal
FB0501
FB050112.CDF
cdf-fecal
FB0501
FB050113.CDF
cdf-fecal
FB0501
FB050114.CDF
cdf-fecal
FB0501
FB050115.CDF
cdf-fecal
FB0501
FB050116.CDF
cdf-fecal
FB0501
FB050117.CDF
cdf-fecal
FB0501
FB050118.CDF
cdf-fecal
FB0501
FB050119.CDF
cdf-fecal
FB0501
FB050120.CDF
cdf-fecal
FB0501
FB050121.CDF
cdf-fecal
FB0501
FB050122.CDF
cdf-fecal
FB0501
FB050123.CDF
cdf-fecal
FB0501
FB050124.CDF
cdf-fecal
FB0501
FB050125.CDF
cdf-fecal
FB0501
FB050126.CDF
cdf-fecal
FB0501
FB050127.CDF
cdf-fecal
FB0501
FB050128.CDF
cdf-fecal
FB0501
FB050129.CDF
cdf-fecal
FB0501
FB050130.CDF
cdf-fecal
FB0501
FB050131.CDF
cdf-fecal
FB0501
FB050132.CDF
cdf-fecal
FB0501
FB050133.CDF
cdf-fecal
FB0501
FB050134.CDF
cdf-fecal
FB0501
FB050135.CDF
cdf-fecal
FB0501
FB050136.CDF
cdf-fecal
FB0501
FB050137.CDF
cdf-fecal
FB0502
FB050201.CDF
cdf-fecal
FB0502
FB050202.CDF
cdf-fecal
FB0502
FB050203.CDF
cdf-fecal
FB0502
FB050204.CDF
cdf-fecal
FB0502
FB050205.CDF
cdf-fecal
FB0502
FB050206.CDF
cdf-fecal
FB0502
FB050207.CDF
cdf-fecal
FB0502
FB050208.CDF
cdf-fecal
FB0502
FB050209.CDF
cdf-fecal
FB0502
FB050210.CDF
cdf-fecal
FB0502
FB050211.CDF
cdf-fecal
FB0502
FB050212.CDF
cdf-fecal
FB0502
FB050213.CDF
cdf-fecal
FB0502
FB050214.CDF
cdf-fecal
FB0502
FB050215.CDF
cdf-fecal
FB0502
FB050216.CDF
cdf-fecal
FB0502
FB050217.CDF
cdf-fecal
FB0502
FB050218.CDF
cdf-fecal
FB0502
FB050219.CDF
cdf-fecal
FB0502
FB050220.CDF
cdf-fecal
FB0502
FB050221.CDF
cdf-fecal
FB0502
FB050222.CDF
cdf-fecal
FB0502
FB050223.CDF
cdf-fecal
FB0502
FB050224.CDF
cdf-fecal
FB0502
FB050225.CDF
cdf-fecal
FB0502
FB050226.CDF
cdf-fecal
FB0502
FB050227.CDF
cdf-fecal
FB0502
FB050228.CDF
cdf-fecal
FB0502
FB050229.CDF
cdf-fecal
FB0502
FB050230.CDF
cdf-fecal
FB0502
FB050231.CDF
cdf-fecal
FB0502
FB050232.CDF
cdf-fecal
FB0502
FB050233.CDF
cdf-fecal
FB0502
FB050234.CDF
cdf-fecal
FB0502
FB050235.CDF
cdf-fecal
FB0502
FB050236.CDF
cdf-fecal
FB0502
FB050237.CDF
cdf-fecal
FB0503
FB050301.CDF
cdf-fecal
FB0503
FB050302.CDF
cdf-fecal
FB0503
FB050303.CDF
cdf-fecal
FB0503
FB050304.CDF
cdf-fecal
FB0503
FB050305.CDF
cdf-fecal
FB0503
FB050306.CDF
cdf-fecal
FB0503
FB050307.CDF
cdf-fecal
FB0503
FB050308.CDF
cdf-fecal
FB0503
FB050309.CDF
cdf-fecal
FB0503
FB050310.CDF
cdf-fecal
FB0503
FB050311.CDF
cdf-fecal
FB0503
FB050312.CDF
cdf-fecal
FB0503
FB050313.CDF
cdf-fecal
FB0503
FB050314.CDF
cdf-fecal
FB0503
FB050315.CDF
cdf-fecal
FB0503
FB050316.CDF
cdf-fecal
FB0503
FB050317.CDF
cdf-fecal
FB0503
FB050318.CDF
cdf-fecal
FB0503
FB050319.CDF
cdf-fecal
FB0503
FB050320.CDF
cdf-fecal
FB0503
FB050321.CDF
cdf-fecal
FB0503
FB050322.CDF
cdf-fecal
FB0503
FB050323.CDF
cdf-fecal
FB0503
FB050324.CDF
cdf-fecal
FB0503
FB050325.CDF
cdf-fecal
FB0503
FB050326.CDF
cdf-fecal
FB0503
FB050327.CDF
cdf-fecal
FB0503
FB050328.CDF
cdf-fecal
FB0503
FB050329.CDF
cdf-fecal
FB0503
FB050330.CDF
cdf-fecal
FB0503
FB050331.CDF
cdf-fecal
FB0503
FB050332.CDF
cdf-fecal
FB0503
FB050333.CDF
cdf-fecal
FB0503
FB050334.CDF
cdf-fecal
FB0503
FB050335.CDF
cdf-fecal
FB0503
FB050336.CDF
cdf-fecal
FB0503
FB050337.CDF
cdf-fecal
FB0504
FB050401.CDF
cdf-fecal
FB0504
FB050402.CDF
cdf-fecal
FB0504
FB050403.CDF
cdf-fecal
FB0504
FB050404.CDF
cdf-fecal
FB0504
FB050405.CDF
cdf-fecal
FB0504
FB050406.CDF
cdf-fecal
FB0504
FB050407.CDF
cdf-fecal
FB0504
FB050408.CDF
cdf-fecal
FB0504
FB050409.CDF
cdf-fecal
FB0504
FB050410.CDF
cdf-fecal
FB0504
FB050411.CDF
cdf-fecal
FB0504
FB050412.CDF
cdf-fecal
FB0504
FB050413.CDF
cdf-fecal
FB0504
FB050414.CDF
cdf-fecal
FB0504
FB050415.CDF
cdf-fecal
FB0504
FB050416.CDF
cdf-fecal
FB0504
FB050417.CDF
cdf-fecal
FB0504
FB050418.CDF
cdf-fecal
FB0504
FB050419.CDF
cdf-fecal
FB0504
FB050420.CDF
cdf-fecal
FB0504
FB050421.CDF
cdf-fecal
FB0504
FB050422.CDF
cdf-fecal
FB0504
FB050423.CDF
cdf-fecal
FB0504
FB050424.CDF
cdf-fecal
FB0504
FB050425.CDF
cdf-fecal
FB0504
FB050426.CDF
cdf-fecal
FB0504
FB050427.CDF
cdf-fecal
FB0504
FB050428.CDF
cdf-fecal
FB0504
FB050429.CDF
cdf-fecal
FB0504
FB050430.CDF
cdf-fecal
FB0504
FB050431.CDF
cdf-fecal
FB0504
FB050432.CDF
cdf-fecal
FB0504
FB050433.CDF
cdf-fecal
FB0504
FB050434.CDF
cdf-fecal
FB0504
FB050435.CDF
cdf-fecal
FB0504
FB050436.CDF
cdf-fecal
FB0504
FB050437.CDF
cdf-fecal
FB0505
FB050501.CDF
cdf-fecal
FB0505
FB050502.CDF
cdf-fecal
FB0505
FB050503.CDF
cdf-fecal
FB0505
FB050504.CDF
cdf-fecal
FB0505
FB050505.CDF
cdf-fecal
FB0505
FB050506.CDF
cdf-fecal
FB0505
FB050507.CDF
cdf-fecal
FB0505
FB050508.CDF
cdf-fecal
FB0505
FB050509.CDF
cdf-fecal
FB0505
FB050510.CDF
cdf-fecal
FB0505
FB050511.CDF
cdf-fecal
FB0505
FB050512.CDF
cdf-fecal
FB0505
FB050513.CDF
cdf-fecal
FB0505
FB050514.CDF
cdf-fecal
FB0505
FB050515.CDF
cdf-fecal
FB0505
FB050516.CDF
cdf-fecal
FB0505
FB050517.CDF
cdf-fecal
FB0505
FB050518.CDF
cdf-fecal
FB0505
FB050519.CDF
cdf-fecal
FB0505
FB050520.CDF
cdf-fecal
FB0505
FB050521.CDF
cdf-fecal
FB0505
FB050522.CDF
cdf-fecal
FB0505
FB050523.CDF
cdf-fecal
FB0505
FB050524.CDF
cdf-fecal
FB0505
FB050525.CDF
cdf-fecal
FB0505
FB050526.CDF
cdf-fecal
FB0505
FB050527.CDF
cdf-fecal
FB0505
FB050528.CDF
cdf-fecal
FB0505
FB050529.CDF
cdf-fecal
FB0505
FB050530.CDF
cdf-fecal
FB0505
FB050531.CDF
cdf-fecal
FB0505
FB050532.CDF
cdf-fecal
FB0505
FB050533.CDF
cdf-fecal
FB0505
FB050534.CDF
cdf-fecal
FB0505
FB050535.CDF
cdf-fecal
FB0505
FB050536.CDF
cdf-fecal
FB0505
FB050537.CDF
cdf-fecal
FB0506
FB050601.CDF
cdf-fecal
FB0506
FB050602.CDF
cdf-fecal
FB0506
FB050603.CDF
cdf-fecal
FB0506
FB050604.CDF
cdf-fecal
FB0506
FB050605.CDF
cdf-fecal
FB0506
FB050606.CDF
cdf-fecal
FB0506
FB050607.CDF
cdf-fecal
FB0506
FB050608.CDF
cdf-fecal
FB0506
FB050609.CDF
cdf-fecal
FB0506
FB050610.CDF
cdf-fecal
FB0506
FB050611.CDF
cdf-fecal
FB0506
FB050612.CDF
cdf-fecal
FB0506
FB050613.CDF
cdf-fecal
FB0506
FB050614.CDF
cdf-fecal
FB0506
FB050615.CDF
cdf-fecal
FB0506
FB050616.CDF
cdf-fecal
FB0506
FB050617.CDF
cdf-fecal
FB0506
FB050618.CDF
cdf-fecal
FB0506
FB050619.CDF
cdf-fecal
FB0506
FB050620.CDF
cdf-fecal
FB0506
FB050621.CDF
cdf-fecal
FB0506
FB050622.CDF
cdf-fecal
FB0506
FB050623.CDF
cdf-fecal
FB0506
FB050624.CDF
cdf-fecal
FB0506
FB050625.CDF
cdf-fecal
FB0506
FB050626.CDF
cdf-fecal
FB0506
FB050627.CDF
cdf-fecal
FB0506
FB050628.CDF
cdf-fecal
FB0506
FB050629.CDF
cdf-fecal
FB0506
FB050630.CDF
cdf-fecal
FB0506
FB050631.CDF
cdf-fecal
FB0506
FB050632.CDF
cdf-fecal
FB0506
FB050633.CDF
cdf-fecal
FB0506
FB050634.CDF
cdf-fecal
FB0506
FB050635.CDF
cdf-fecal
FB0506
FB050636.CDF
cdf-fecal
FB0506
FB050637.CDF
cdf-fecal
FB0507
FB050701.CDF
cdf-fecal
FB0507
FB050702.CDF
cdf-fecal
FB0507
FB050703.CDF
cdf-fecal
FB0507
FB050704.CDF
cdf-fecal
FB0507
FB050705.CDF
cdf-fecal
FB0507
FB050706.CDF
cdf-fecal
FB0507
FB050707.CDF
cdf-fecal
FB0507
FB050708.CDF
cdf-fecal
FB0507
FB050709.CDF
cdf-fecal
FB0507
FB050710.CDF
cdf-fecal
FB0507
FB050711.CDF
cdf-fecal
FB0507
FB050712.CDF
cdf-fecal
FB0507
FB050713.CDF
cdf-fecal
FB0507
FB050714.CDF
cdf-fecal
FB0507
FB050715.CDF
cdf-fecal
FB0507
FB050716.CDF
cdf-fecal
FB0507
FB050717.CDF
cdf-fecal
FB0507
FB050718.CDF
cdf-fecal
FB0507
FB050719.CDF
cdf-fecal
FB0507
FB050720.CDF
cdf-fecal
FB0507
FB050721.CDF
cdf-fecal
FB0507
FB050722.CDF
cdf-fecal
FB0507
FB050723.CDF
cdf-fecal
FB0507
FB050724.CDF
cdf-fecal
FB0507
FB050725.CDF
cdf-fecal
FB0507
FB050726.CDF
cdf-fecal
FB0507
FB050727.CDF
cdf-fecal
FB0507
FB050728.CDF
cdf-fecal
FB0507
FB050729.CDF
cdf-fecal
FB0507
FB050730.CDF
cdf-fecal
FB0507
FB050731.CDF
cdf-fecal
FB0507
FB050732.CDF
cdf-fecal
FB0507
FB050733.CDF
cdf-fecal
FB0507
FB050734.CDF
cdf-fecal
FB0507
FB050735.CDF
cdf-fecal
FB0507
FB050736.CDF
cdf-fecal
FB0507
FB050737.CDF
cdf-fecal
FB0508
FB050801.CDF
cdf-fecal
FB0508
FB050802.CDF
cdf-fecal
FB0508
FB050803.CDF
cdf-fecal
FB0508
FB050804.CDF
cdf-fecal
FB0508
FB050805.CDF
cdf-fecal
FB0508
FB050806.CDF
cdf-fecal
FB0508
FB050807.CDF
cdf-fecal
FB0508
FB050808.CDF
cdf-fecal
FB0508
FB050809.CDF
cdf-fecal
FB0508
FB050810.CDF
cdf-fecal
FB0508
FB050811.CDF
cdf-fecal
FB0508
FB050812.CDF
cdf-fecal
FB0508
FB050813.CDF
cdf-fecal
FB0508
FB050814.CDF
cdf-fecal
FB0508
FB050815.CDF
cdf-fecal
FB0508
FB050816.CDF
cdf-fecal
FB0508
FB050817.CDF
cdf-fecal
FB0508
FB050818.CDF
cdf-fecal
FB0508
FB050819.CDF
cdf-fecal
FB0508
FB050820.CDF
cdf-fecal
FB0508
FB050821.CDF
cdf-fecal
FB0508
FB050822.CDF
cdf-fecal
FB0508
FB050823.CDF
cdf-fecal
FB0508
FB050824.CDF
cdf-fecal
FB0508
FB050825.CDF
cdf-fecal
FB0508
FB050826.CDF
cdf-fecal
FB0508
FB050827.CDF
cdf-fecal
FB0508
FB050828.CDF
cdf-fecal
FB0508
FB050829.CDF
cdf-fecal
FB0508
FB050830.CDF
cdf-fecal
FB0508
FB050831.CDF
cdf-fecal
FB0508
FB050832.CDF
cdf-fecal
FB0508
FB050833.CDF
cdf-fecal
FB0508
FB050834.CDF
cdf-fecal
FB0508
FB050835.CDF
cdf-fecal
FB0508
FB050836.CDF
cdf-fecal
FB0508
FB050837.CDF
cdf-fecal
FB0509
FB050901.CDF
cdf-fecal
FB0509
FB050902.CDF
cdf-fecal
FB0509
FB050903.CDF
cdf-fecal
FB0509
FB050904.CDF
cdf-fecal
FB0509
FB050905.CDF
cdf-fecal
FB0509
FB050906.CDF
cdf-fecal
FB0509
FB050907.CDF
cdf-fecal
FB0509
FB050908.CDF
cdf-fecal
FB0509
FB050909.CDF
cdf-fecal
FB0509
FB050910.CDF
cdf-fecal
FB0509
FB050911.CDF
cdf-fecal
FB0509
FB050912.CDF
cdf-fecal
FB0509
FB050913.CDF
cdf-fecal
FB0509
FB050914.CDF
cdf-fecal
FB0509
FB050915.CDF
cdf-fecal
FB0509
FB050916.CDF
cdf-fecal
FB0509
FB050917.CDF
cdf-fecal
FB0509
FB050918.CDF
cdf-fecal
FB0509
FB050919.CDF
cdf-fecal
FB0509
FB050920.CDF
cdf-fecal
FB0509
FB050921.CDF
cdf-fecal
FB0509
FB050922.CDF
cdf-fecal
FB0509
FB050923.CDF
cdf-fecal
FB0509
FB050924.CDF
cdf-fecal
FB0509
FB050925.CDF
cdf-fecal
FB0509
FB050926.CDF
cdf-fecal
FB0509
FB050927.CDF
cdf-fecal
FB0509
FB050928.CDF
cdf-fecal
FB0509
FB050929.CDF
cdf-fecal
FB0509
FB050930.CDF
cdf-fecal
FB0509
FB050931.CDF
cdf-fecal
FB0509
FB050932.CDF
cdf-fecal
FB0509
FB050933.CDF
cdf-fecal
FB0509
FB050934.CDF
cdf-fecal
FB0509
FB050935.CDF
cdf-fecal
FB0509
FB050936.CDF
cdf-fecal
FB0509
FB050937.CDF
cdf-fecal
FB0510
FB051001.CDF
cdf-fecal
FB0510
FB051002.CDF
cdf-fecal
FB0510
FB051003.CDF
cdf-fecal
FB0510
FB051004.CDF
cdf-fecal
FB0510
FB051005.CDF
cdf-fecal
FB0510
FB051006.CDF
cdf-fecal
FB0510
FB051007.CDF
cdf-fecal
FB0510
FB051008.CDF
cdf-fecal
FB0510
FB051009.CDF
cdf-fecal
FB0510
FB051010.CDF
cdf-fecal
FB0510
FB051011.CDF
cdf-fecal
FB0510
FB051012.CDF
cdf-fecal
FB0510
FB051013.CDF
cdf-fecal
FB0510
FB051014.CDF
cdf-fecal
FB0510
FB051015.CDF
cdf-fecal
FB0510
FB051016.CDF
cdf-fecal
FB0510
FB051017.CDF
cdf-fecal
FB0510
FB051018.CDF
cdf-fecal
FB0510
FB051019.CDF
cdf-fecal
FB0510
FB051020.CDF
cdf-fecal
FB0510
FB051021.CDF
cdf-fecal
FB0510
FB051022.CDF
cdf-fecal
FB0510
FB051023.CDF
cdf-fecal
FB0510
FB051024.CDF
cdf-fecal
FB0510
FB051025.CDF
cdf-fecal
FB0510
FB051026.CDF
cdf-fecal
FB0510
FB051027.CDF
cdf-fecal
FB0510
FB051028.CDF
cdf-fecal
FB0510
FB051029.CDF
cdf-fecal
FB0510
FB051030.CDF
cdf-fecal
FB0510
FB051031.CDF
cdf-fecal
FB0510
FB051032.CDF
cdf-fecal
FB0510
FB051033.CDF
cdf-fecal
FB0510
FB051034.CDF
cdf-fecal
FB0510
FB051035.CDF
cdf-fecal
FB0510
FB051036.CDF
cdf-fecal
FB0510
FB051037.CDF
cdf-fecal
FB0511
FB051101.CDF
cdf-fecal
FB0511
FB051102.CDF
cdf-fecal
FB0511
FB051103.CDF
cdf-fecal
FB0511
FB051104.CDF
cdf-fecal
FB0511
FB051105.CDF
cdf-fecal
FB0511
FB051106.CDF
cdf-fecal
FB0511
FB051107.CDF
cdf-fecal
FB0511
FB051108.CDF
cdf-fecal
FB0511
FB051109.CDF
cdf-fecal
FB0511
FB051110.CDF
cdf-fecal
FB0511
FB051111.CDF
cdf-fecal
FB0511
FB051112.CDF
cdf-fecal
FB0511
FB051113.CDF
cdf-fecal
FB0511
FB051114.CDF
cdf-fecal
FB0511
FB051115.CDF
cdf-fecal
FB0511
FB051116.CDF
cdf-fecal
FB0511
FB051117.CDF
cdf-fecal
FB0511
FB051118.CDF
cdf-fecal
FB0511
FB051119.CDF
cdf-fecal
FB0511
FB051120.CDF
cdf-fecal
FB0511
FB051121.CDF
cdf-fecal
FB0511
FB051122.CDF
cdf-fecal
FB0511
FB051123.CDF
cdf-fecal
FB0511
FB051124.CDF
cdf-fecal
FB0511
FB051125.CDF
cdf-fecal
FB0511
FB051126.CDF
cdf-fecal
FB0511
FB051127.CDF
cdf-fecal
FB0511
FB051128.CDF
cdf-fecal
FB0511
FB051129.CDF
cdf-fecal
FB0511
FB051130.CDF
cdf-fecal
FB0511
FB051131.CDF
cdf-fecal
FB0511
FB051132.CDF
cdf-fecal
FB0511
FB051133.CDF
cdf-fecal
FB0511
FB051134.CDF
cdf-fecal
FB0511
FB051135.CDF
cdf-fecal
FB0511
FB051136.CDF
cdf-fecal
FB0511
FB051137.CDF
cdf-fecal
FB0512
FB051201.CDF
cdf-fecal
FB0512
FB051202.CDF
cdf-fecal
FB0512
FB051203.CDF
cdf-fecal
FB0512
FB051204.CDF
cdf-fecal
FB0512
FB051205.CDF
cdf-fecal
FB0512
FB051206.CDF
cdf-fecal
FB0512
FB051207.CDF
cdf-fecal
FB0512
FB051208.CDF
cdf-fecal
FB0512
FB051209.CDF
cdf-fecal
FB0512
FB051210.CDF
cdf-fecal
FB0512
FB051211.CDF
cdf-fecal
FB0512
FB051212.CDF
cdf-fecal
FB0512
FB051213.CDF
cdf-fecal
FB0512
FB051214.CDF
cdf-fecal
FB0512
FB051215.CDF
cdf-fecal
FB0512
FB051216.CDF
cdf-fecal
FB0512
FB051217.CDF
cdf-fecal
FB0512
FB051218.CDF
cdf-fecal
FB0512
FB051219.CDF
cdf-fecal
FB0512
FB051220.CDF
cdf-fecal
FB0512
FB051221.CDF
cdf-fecal
FB0512
FB051222.CDF
cdf-fecal
FB0512
FB051223.CDF
cdf-fecal
FB0512
FB051224.CDF
cdf-fecal
FB0512
FB051225.CDF
cdf-fecal
FB0512
FB051226.CDF
cdf-fecal
FB0512
FB051227.CDF
cdf-fecal
FB0512
FB051228.CDF
cdf-fecal
FB0512
FB051229.CDF
cdf-fecal
FB0512
FB051230.CDF
cdf-fecal
FB0512
FB051231.CDF
cdf-fecal
FB0512
FB051232.CDF
cdf-fecal
FB0512
FB051233.CDF
cdf-fecal
FB0512
FB051234.CDF
cdf-fecal
FB0512
FB051235.CDF
cdf-fecal
FB0512
FB051236.CDF
cdf-fecal
FB0512
FB051237.CDF
cdf-fecal
FB0513
FB051301.CDF
cdf-fecal
FB0513
FB051302.CDF
cdf-fecal
FB0513
FB051303.CDF
cdf-fecal
FB0513
FB051304.CDF
cdf-fecal
FB0513
FB051305.CDF
cdf-fecal
FB0513
FB051306.CDF
cdf-fecal
FB0513
FB051307.CDF
cdf-fecal
FB0513
FB051308.CDF
cdf-fecal
FB0513
FB051309.CDF
cdf-fecal
FB0513
FB051310.CDF
cdf-fecal
FB0513
FB051311.CDF
cdf-fecal
FB0513
FB051312.CDF
cdf-fecal
FB0513
FB051313.CDF
cdf-fecal
FB0513
FB051314.CDF
cdf-fecal
FB0513
FB051315.CDF
cdf-fecal
FB0513
FB051316.CDF
cdf-fecal
FB0513
FB051317.CDF
cdf-fecal
FB0513
FB051318.CDF
cdf-fecal
FB0513
FB051319.CDF
cdf-fecal
FB0513
FB051320.CDF
cdf-fecal
FB0513
FB051321.CDF
cdf-fecal
FB0513
FB051322.CDF
cdf-fecal
FB0513
FB051323.CDF
cdf-fecal
FB0513
FB051324.CDF
cdf-fecal
FB0513
FB051325.CDF
cdf-fecal
FB0513
FB051326.CDF
cdf-fecal
FB0513
FB051327.CDF
cdf-fecal
FB0513
FB051328.CDF
cdf-fecal
FB0513
FB051329.CDF
cdf-fecal
FB0513
FB051330.CDF
cdf-fecal
FB0513
FB051331.CDF
cdf-fecal
FB0513
FB051332.CDF
cdf-fecal
FB0513
FB051333.CDF
cdf-fecal
FB0513
FB051334.CDF
cdf-fecal
FB0513
FB051335.CDF
cdf-fecal
FB0513
FB051336.CDF
cdf-fecal
FB0513
FB051337.CDF
cdf-fecal
FB0514
FB051401.CDF
cdf-fecal
FB0514
FB051402.CDF
cdf-fecal
FB0514
FB051403.CDF
cdf-fecal
FB0514
FB051404.CDF
cdf-fecal
FB0514
FB051405.CDF
cdf-fecal
FB0514
FB051406.CDF
cdf-fecal
FB0514
FB051407.CDF
cdf-fecal
FB0514
FB051408.CDF
cdf-fecal
FB0514
FB051409.CDF
cdf-fecal
FB0514
FB051410.CDF
cdf-fecal
FB0514
FB051411.CDF
cdf-fecal
FB0514
FB051412.CDF
cdf-fecal
FB0514
FB051413.CDF
cdf-fecal
FB0514
FB051414.CDF
cdf-fecal
FB0514
FB051415.CDF
cdf-fecal
FB0514
FB051416.CDF
cdf-fecal
FB0514
FB051417.CDF
cdf-fecal
FB0514
FB051418.CDF
cdf-fecal
FB0514
FB051419.CDF
cdf-fecal
FB0514
FB051420.CDF
cdf-fecal
FB0514
FB051421.CDF
cdf-fecal
FB0514
FB051422.CDF
cdf-fecal
FB0514
FB051423.CDF
cdf-fecal
FB0514
FB051424.CDF
cdf-fecal
FB0514
FB051425.CDF
cdf-fecal
FB0514
FB051426.CDF
cdf-fecal
FB0514
FB051427.CDF
cdf-fecal
FB0514
FB051428.CDF
cdf-fecal
FB0514
FB051429.CDF
cdf-fecal
FB0514
FB051430.CDF
cdf-fecal
FB0514
FB051431.CDF
cdf-fecal
FB0514
FB051432.CDF
cdf-fecal
FB0514
FB051433.CDF
cdf-fecal
FB0514
FB051434.CDF
cdf-fecal
FB0514
FB051435.CDF
cdf-fecal
FB0514
FB051436.CDF
cdf-fecal
FB0514
FB051437.CDF
cdf-fecal
FB0515
FB051501.CDF
cdf-fecal
FB0515
FB051502.CDF
cdf-fecal
FB0515
FB051503.CDF
cdf-fecal
FB0515
FB051504.CDF
cdf-fecal
FB0515
FB051505.CDF
cdf-fecal
FB0515
FB051506.CDF
cdf-fecal
FB0515
FB051507.CDF
cdf-fecal
FB0515
FB051508.CDF
cdf-fecal
FB0515
FB051509.CDF
cdf-fecal
FB0515
FB051510.CDF
cdf-fecal
FB0515
FB051511.CDF
cdf-fecal
FB0515
FB051512.CDF
cdf-fecal
FB0515
FB051513.CDF
cdf-fecal
FB0515
FB051514.CDF
cdf-fecal
FB0515
FB051515.CDF
cdf-fecal
FB0515
FB051516.CDF
cdf-fecal
FB0515
FB051517.CDF
cdf-fecal
FB0515
FB051518.CDF
cdf-fecal
FB0515
FB051519.CDF
cdf-fecal
FB0515
FB051520.CDF
cdf-fecal
FB0515
FB051521.CDF
cdf-fecal
FB0515
FB051522.CDF
cdf-fecal
FB0515
FB051523.CDF
cdf-fecal
FB0515
FB051524.CDF
cdf-fecal
FB0515
FB051525.CDF
cdf-fecal
FB0515
FB051526.CDF
cdf-fecal
FB0515
FB051527.CDF
cdf-fecal
FB0515
FB051528.CDF
cdf-fecal
FB0515
FB051529.CDF
cdf-fecal
FB0515
FB051530.CDF
cdf-fecal
FB0515
FB051531.CDF
cdf-fecal
FB0515
FB051532.CDF
cdf-fecal
FB0515
FB051533.CDF
cdf-fecal
FB0515
FB051534.CDF
cdf-fecal
FB0515
FB051535.CDF
cdf-fecal
FB0515
FB051536.CDF
cdf-fecal
FB0515
FB051537.CDF
cdf-fecal
FB0516
FB051601.CDF
cdf-fecal
FB0516
FB051602.CDF
cdf-fecal
FB0516
FB051603.CDF
cdf-fecal
FB0516
FB051604.CDF
cdf-fecal
FB0516
FB051605.CDF
cdf-fecal
FB0516
FB051606.CDF
cdf-fecal
FB0516
FB051607.CDF
cdf-fecal
FB0516
FB051608.CDF
cdf-fecal
FB0516
FB051609.CDF
cdf-fecal
FB0516
FB051610.CDF
cdf-fecal
FB0516
FB051611.CDF
cdf-fecal
FB0516
FB051612.CDF
cdf-fecal
FB0516
FB051613.CDF
cdf-fecal
FB0516
FB051614.CDF
cdf-fecal
FB0516
FB051615.CDF
cdf-fecal
FB0516
FB051616.CDF
cdf-fecal
FB0516
FB051617.CDF
cdf-fecal
FB0516
FB051618.CDF
cdf-fecal
FB0516
FB051619.CDF
cdf-fecal
FB0516
FB051620.CDF
cdf-fecal
FB0516
FB051621.CDF
cdf-fecal
FB0516
FB051622.CDF
cdf-fecal
FB0516
FB051623.CDF
cdf-fecal
FB0516
FB051624.CDF
cdf-fecal
FB0516
FB051625.CDF
cdf-fecal
FB0516
FB051626.CDF
cdf-fecal
FB0516
FB051627.CDF
cdf-fecal
FB0516
FB051628.CDF
cdf-fecal
FB0516
FB051629.CDF
cdf-fecal
FB0516
FB051630.CDF
cdf-fecal
FB0516
FB051631.CDF
cdf-fecal
FB0516
FB051632.CDF
cdf-fecal
FB0516
FB051633.CDF
cdf-fecal
FB0516
FB051634.CDF
cdf-fecal
FB0516
FB051635.CDF
cdf-fecal
FB0516
FB051636.CDF
cdf-fecal
FB0516
FB051637.CDF
cdf-fecal
FB0517
FB051701.CDF
cdf-fecal
FB0517
FB051702.CDF
cdf-fecal
FB0517
FB051703.CDF
cdf-fecal
FB0517
FB051704.CDF
cdf-fecal
FB0517
FB051705.CDF
cdf-fecal
FB0517
FB051706.CDF
cdf-fecal
FB0517
FB051707.CDF
cdf-fecal
FB0517
FB051708.CDF
cdf-fecal
FB0517
FB051709.CDF
cdf-fecal
FB0517
FB051710.CDF
cdf-fecal
FB0517
FB051711.CDF
cdf-fecal
FB0517
FB051712.CDF
cdf-fecal
FB0517
FB051713.CDF
cdf-fecal
FB0517
FB051714.CDF
cdf-fecal
FB0517
FB051715.CDF
cdf-fecal
FB0517
FB051716.CDF
cdf-fecal
FB0517
FB051717.CDF
cdf-fecal
FB0517
FB051718.CDF
cdf-fecal
FB0517
FB051719.CDF
cdf-fecal
FB0517
FB051720.CDF
cdf-fecal
FB0517
FB051721.CDF
cdf-fecal
FB0517
FB051722.CDF
cdf-fecal
FB0517
FB051723.CDF
cdf-fecal
FB0517
FB051724.CDF
cdf-fecal
FB0517
FB051725.CDF
cdf-fecal
FB0517
FB051726.CDF
cdf-fecal
FB0517
FB051727.CDF
cdf-fecal
FB0517
FB051728.CDF
cdf-fecal
FB0517
FB051729.CDF
cdf-fecal
FB0517
FB051730.CDF
cdf-fecal
FB0517
FB051731.CDF
cdf-fecal
FB0517
FB051732.CDF
cdf-fecal
FB0517
FB051733.CDF
cdf-fecal
FB0517
FB051734.CDF
cdf-fecal
FB0517
FB051735.CDF
cdf-fecal
FB0517
FB051736.CDF
cdf-fecal
FB0517
FB051737.CDF
cdf-fecal
FB0518
FB051801.CDF
cdf-fecal
FB0518
FB051802.CDF
cdf-fecal
FB0518
FB051803.CDF
cdf-fecal
FB0518
FB051804.CDF
cdf-fecal
FB0518
FB051805.CDF
cdf-fecal
FB0518
FB051806.CDF
cdf-fecal
FB0518
FB051807.CDF
cdf-fecal
FB0518
FB051808.CDF
cdf-fecal
FB0518
FB051809.CDF
cdf-fecal
FB0518
FB051810.CDF
cdf-fecal
FB0518
FB051811.CDF
cdf-fecal
FB0518
FB051812.CDF
cdf-fecal
FB0518
FB051813.CDF
cdf-fecal
FB0518
FB051814.CDF
cdf-fecal
FB0518
FB051815.CDF
cdf-fecal
FB0518
FB051816.CDF
cdf-fecal
FB0518
FB051817.CDF
cdf-fecal
FB0518
FB051818.CDF
cdf-fecal
FB0518
FB051819.CDF
cdf-fecal
FB0518
FB051820.CDF
cdf-fecal
FB0518
FB051821.CDF
cdf-fecal
FB0518
FB051822.CDF
cdf-fecal
FB0518
FB051823.CDF
cdf-fecal
FB0518
FB051824.CDF
cdf-fecal
FB0518
FB051825.CDF
cdf-fecal
FB0518
FB051826.CDF
cdf-fecal
FB0518
FB051827.CDF
cdf-fecal
FB0518
FB051828.CDF
cdf-fecal
FB0518
FB051829.CDF
cdf-fecal
FB0518
FB051830.CDF
cdf-fecal
FB0518
FB051831.CDF
cdf-fecal
FB0518
FB051832.CDF
cdf-fecal
FB0518
FB051833.CDF
cdf-fecal
FB0518
FB051834.CDF
cdf-fecal
FB0518
FB051835.CDF
cdf-fecal
FB0518
FB051836.CDF
cdf-fecal
FB0518
FB051837.CDF
cdf-fecal
FB0519
FB051901.CDF
cdf-fecal
FB0519
FB051902.CDF
cdf-fecal
FB0519
FB051903.CDF
cdf-fecal
FB0519
FB051904.CDF
cdf-fecal
FB0519
FB051905.CDF
cdf-fecal
FB0519
FB051906.CDF
cdf-fecal
FB0519
FB051907.CDF
cdf-fecal
FB0519
FB051908.CDF
cdf-fecal
FB0519
FB051909.CDF
cdf-fecal
FB0519
FB051910.CDF
cdf-fecal
FB0519
FB051911.CDF
cdf-fecal
FB0519
FB051912.CDF
cdf-fecal
FB0519
FB051913.CDF
cdf-fecal
FB0519
FB051914.CDF
cdf-fecal
FB0519
FB051915.CDF
cdf-fecal
FB0519
FB051916.CDF
cdf-fecal
FB0519
FB051917.CDF
cdf-fecal
FB0519
FB051918.CDF
cdf-fecal
FB0519
FB051919.CDF
cdf-fecal
FB0519
FB051920.CDF
cdf-fecal
FB0519
FB051921.CDF
cdf-fecal
FB0519
FB051922.CDF
cdf-fecal
FB0519
FB051923.CDF
cdf-fecal
FB0519
FB051924.CDF
cdf-fecal
FB0519
FB051925.CDF
cdf-fecal
FB0519
FB051926.CDF
cdf-fecal
FB0519
FB051927.CDF
cdf-fecal
FB0519
FB051928.CDF
cdf-fecal
FB0519
FB051929.CDF
cdf-fecal
FB0519
FB051930.CDF
cdf-fecal
FB0519
FB051931.CDF
cdf-fecal
FB0519
FB051932.CDF
cdf-fecal
FB0519
FB051933.CDF
cdf-fecal
FB0519
FB051934.CDF
cdf-fecal
FB0519
FB051935.CDF
cdf-fecal
FB0519
FB051936.CDF
cdf-fecal
FB0519
FB051937.CDF
cdf-fecal
FB0520
FB052001.CDF
cdf-fecal
FB0520
FB052002.CDF
cdf-fecal
FB0520
FB052003.CDF
cdf-fecal
FB0520
FB052004.CDF
cdf-fecal
FB0520
FB052005.CDF
cdf-fecal
FB0520
FB052006.CDF
cdf-fecal
FB0520
FB052007.CDF
cdf-fecal
FB0520
FB052008.CDF
cdf-fecal
FB0520
FB052009.CDF
cdf-fecal
FB0520
FB052010.CDF
cdf-fecal
FB0520
FB052011.CDF
cdf-fecal
FB0520
FB052012.CDF
cdf-fecal
FB0520
FB052013.CDF
cdf-fecal
FB0520
FB052014.CDF
cdf-fecal
FB0520
FB052015.CDF
cdf-fecal
FB0520
FB052016.CDF
cdf-fecal
FB0520
FB052017.CDF
cdf-fecal
FB0520
FB052018.CDF
cdf-fecal
FB0520
FB052019.CDF
cdf-fecal
FB0520
FB052020.CDF
cdf-fecal
FB0520
FB052021.CDF
cdf-fecal
FB0520
FB052022.CDF
cdf-fecal
FB0520
FB052023.CDF
cdf-fecal
FB0520
FB052024.CDF
cdf-fecal
FB0520
FB052025.CDF
cdf-fecal
FB0520
FB052026.CDF
cdf-fecal
FB0520
FB052027.CDF
cdf-fecal
FB0520
FB052028.CDF
cdf-fecal
FB0520
FB052029.CDF
cdf-fecal
FB0520
FB052030.CDF
cdf-fecal
FB0520
FB052031.CDF
cdf-fecal
FB0520
FB052032.CDF
cdf-fecal
FB0520
FB052033.CDF
cdf-fecal
FB0520
FB052034.CDF
cdf-fecal
FB0520
FB052035.CDF
cdf-fecal
FB0520
FB052036.CDF
cdf-fecal
FB0520
FB052037.CDF
cdf-fecal
FB0521
FB052101.CDF
cdf-fecal
FB0521
FB052102.CDF
cdf-fecal
FB0521
FB052103.CDF
cdf-fecal
FB0521
FB052104.CDF
cdf-fecal
FB0521
FB052105.CDF
cdf-fecal
FB0521
FB052106.CDF
cdf-fecal
FB0521
FB052107.CDF
cdf-fecal
FB0521
FB052108.CDF
cdf-fecal
FB0521
FB052109.CDF
cdf-fecal
FB0521
FB052110.CDF
cdf-fecal
FB0521
FB052111.CDF
cdf-fecal
FB0521
FB052112.CDF
cdf-fecal
FB0521
FB052113.CDF
cdf-fecal
FB0521
FB052114.CDF
cdf-fecal
FB0521
FB052115.CDF
cdf-fecal
FB0521
FB052116.CDF
cdf-fecal
FB0521
FB052117.CDF
cdf-fecal
FB0521
FB052118.CDF
cdf-fecal
FB0521
FB052119.CDF
cdf-fecal
FB0521
FB052120.CDF
cdf-fecal
FB0521
FB052121.CDF
cdf-fecal
FB0521
FB052122.CDF
cdf-fecal
FB0521
FB052123.CDF
cdf-fecal
FB0521
FB052124.CDF
cdf-fecal
FB0521
FB052125.CDF
cdf-fecal
FB0521
FB052126.CDF
cdf-fecal
FB0521
FB052127.CDF
cdf-fecal
FB0521
FB052128.CDF
cdf-fecal
FB0521
FB052129.CDF
cdf-fecal
FB0521
FB052130.CDF
cdf-fecal
FB0521
FB052131.CDF
cdf-fecal
FB0521
FB052132.CDF
cdf-fecal
FB0521
FB052133.CDF
cdf-fecal
FB0521
FB052134.CDF
cdf-fecal
FB0521
FB052135.CDF
cdf-fecal
FB0521
FB052136.CDF
cdf-fecal
FB0521
FB052137.CDF
cdf-fecal
FB0522
FB052201.CDF
cdf-fecal
FB0522
FB052202.CDF
cdf-fecal
FB0522
FB052203.CDF
cdf-fecal
FB0522
FB052204.CDF
cdf-fecal
FB0522
FB052205.CDF
cdf-fecal
FB0522
FB052206.CDF
cdf-fecal
FB0522
FB052207.CDF
cdf-fecal
FB0522
FB052208.CDF
cdf-fecal
FB0522
FB052209.CDF
cdf-fecal
FB0522
FB052210.CDF
cdf-fecal
FB0522
FB052211.CDF
cdf-fecal
FB0522
FB052212.CDF
cdf-fecal
FB0522
FB052213.CDF
cdf-fecal
FB0522
FB052214.CDF
cdf-fecal
FB0522
FB052215.CDF
cdf-fecal
FB0522
FB052216.CDF
cdf-fecal
FB0522
FB052217.CDF
cdf-fecal
FB0522
FB052218.CDF
cdf-fecal
FB0522
FB052219.CDF
cdf-fecal
FB0522
FB052220.CDF
cdf-fecal
FB0522
FB052221.CDF
cdf-fecal
FB0522
FB052222.CDF
cdf-fecal
FB0522
FB052223.CDF
cdf-fecal
FB0522
FB052224.CDF
cdf-fecal
FB0522
FB052225.CDF
cdf-fecal
FB0522
FB052226.CDF
cdf-fecal
FB0522
FB052227.CDF
cdf-fecal
FB0522
FB052228.CDF
cdf-fecal
FB0522
FB052229.CDF
cdf-fecal
FB0522
FB052230.CDF
cdf-fecal
FB0522
FB052231.CDF
cdf-fecal
FB0522
FB052232.CDF
cdf-fecal
FB0522
FB052233.CDF
cdf-fecal
FB0522
FB052234.CDF
cdf-fecal
FB0522
FB052235.CDF
cdf-fecal
FB0522
FB052236.CDF
cdf-fecal
FB0522
FB052237.CDF
cdf-fecal
FB0523
FB052301.CDF
cdf-fecal
FB0523
FB052302.CDF
cdf-fecal
FB0523
FB052303.CDF
cdf-fecal
FB0523
FB052304.CDF
cdf-fecal
FB0523
FB052305.CDF
cdf-fecal
FB0523
FB052306.CDF
cdf-fecal
FB0523
FB052307.CDF
cdf-fecal
FB0523
FB052308.CDF
cdf-fecal
FB0523
FB052309.CDF
cdf-fecal
FB0523
FB052310.CDF
cdf-fecal
FB0523
FB052311.CDF
cdf-fecal
FB0523
FB052312.CDF
cdf-fecal
FB0523
FB052313.CDF
cdf-fecal
FB0523
FB052314.CDF
cdf-fecal
FB0523
FB052315.CDF
cdf-fecal
FB0523
FB052316.CDF
cdf-fecal
FB0523
FB052317.CDF
cdf-fecal
FB0523
FB052318.CDF
cdf-fecal
FB0523
FB052319.CDF
cdf-fecal
FB0523
FB052320.CDF
cdf-fecal
FB0523
FB052321.CDF
cdf-fecal
FB0523
FB052322.CDF
cdf-fecal
FB0523
FB052323.CDF
cdf-fecal
FB0523
FB052324.CDF
cdf-fecal
FB0523
FB052325.CDF
cdf-fecal
FB0523
FB052326.CDF
cdf-fecal
FB0523
FB052327.CDF
cdf-fecal
FB0523
FB052328.CDF
cdf-fecal
FB0523
FB052329.CDF
cdf-fecal
FB0523
FB052330.CDF
cdf-fecal
FB0523
FB052331.CDF
cdf-fecal
FB0523
FB052332.CDF
cdf-fecal
FB0523
FB052333.CDF
cdf-fecal
FB0523
FB052334.CDF
cdf-fecal
FB0523
FB052335.CDF
cdf-fecal
FB0523
FB052336.CDF
cdf-fecal
FB0523
FB052337.CDF
cdf-fecal
FB0524
FB052401.CDF
cdf-fecal
FB0524
FB052402.CDF
cdf-fecal
FB0524
FB052403.CDF
cdf-fecal
FB0524
FB052404.CDF
cdf-fecal
FB0524
FB052405.CDF
cdf-fecal
FB0524
FB052406.CDF
cdf-fecal
FB0524
FB052407.CDF
cdf-fecal
FB0524
FB052408.CDF
cdf-fecal
FB0524
FB052409.CDF
cdf-fecal
FB0524
FB052410.CDF
cdf-fecal
FB0524
FB052411.CDF
cdf-fecal
FB0524
FB052412.CDF
cdf-fecal
FB0524
FB052413.CDF
cdf-fecal
FB0524
FB052414.CDF
cdf-fecal
FB0524
FB052415.CDF
cdf-fecal
FB0524
FB052416.CDF
cdf-fecal
FB0524
FB052417.CDF
cdf-fecal
FB0524
FB052418.CDF
cdf-fecal
FB0524
FB052419.CDF
cdf-fecal
FB0524
FB052420.CDF
cdf-fecal
FB0524
FB052421.CDF
cdf-fecal
FB0524
FB052422.CDF
cdf-fecal
FB0524
FB052423.CDF
cdf-fecal
FB0524
FB052424.CDF
cdf-fecal
FB0524
FB052425.CDF
cdf-fecal
FB0524
FB052426.CDF
cdf-fecal
FB0524
FB052427.CDF
cdf-fecal
FB0524
FB052428.CDF
cdf-fecal
FB0524
FB052429.CDF
cdf-fecal
FB0524
FB052430.CDF
cdf-fecal
FB0524
FB052431.CDF
cdf-fecal
FB0524
FB052432.CDF
cdf-fecal
FB0524
FB052433.CDF
cdf-fecal
FB0524
FB052434.CDF
cdf-fecal
FB0524
FB052435.CDF
cdf-fecal
FB0524
FB052436.CDF
cdf-fecal
FB0524
FB052437.CDF
cdf-fecal
FB0525
FB052501.CDF
cdf-fecal
FB0525
FB052502.CDF
cdf-fecal
FB0525
FB052503.CDF
cdf-fecal
FB0525
FB052504.CDF
cdf-fecal
FB0525
FB052505.CDF
cdf-fecal
FB0525
FB052506.CDF
cdf-fecal
FB0525
FB052507.CDF
cdf-fecal
FB0525
FB052508.CDF
cdf-fecal
FB0525
FB052509.CDF
cdf-fecal
FB0525
FB052510.CDF
cdf-fecal
FB0525
FB052511.CDF
cdf-fecal
FB0525
FB052512.CDF
cdf-fecal
FB0525
FB052513.CDF
cdf-fecal
FB0525
FB052514.CDF
cdf-fecal
FB0525
FB052515.CDF
cdf-fecal
FB0525
FB052516.CDF
cdf-fecal
FB0525
FB052517.CDF
cdf-fecal
FB0525
FB052518.CDF
cdf-fecal
FB0525
FB052519.CDF
cdf-fecal
FB0525
FB052520.CDF
cdf-fecal
FB0525
FB052521.CDF
cdf-fecal
FB0525
FB052522.CDF
cdf-fecal
FB0525
FB052523.CDF
cdf-fecal
FB0525
FB052524.CDF
cdf-fecal
FB0525
FB052525.CDF
cdf-fecal
FB0525
FB052526.CDF
cdf-fecal
FB0525
FB052527.CDF
cdf-fecal
FB0525
FB052528.CDF
cdf-fecal
FB0525
FB052529.CDF
cdf-fecal
FB0525
FB052530.CDF
cdf-fecal
FB0525
FB052531.CDF
cdf-fecal
FB0525
FB052532.CDF
cdf-fecal
FB0525
FB052533.CDF
cdf-fecal
FB0525
FB052534.CDF
cdf-fecal
FB0525
FB052535.CDF
cdf-fecal
FB0525
FB052536.CDF
cdf-fecal
FB0525
FB052537.CDF
cdf-fecal
FB0526
FB052601.CDF
cdf-fecal
FB0526
FB052602.CDF
cdf-fecal
FB0526
FB052603.CDF
cdf-fecal
FB0526
FB052604.CDF
cdf-fecal
FB0526
FB052605.CDF
cdf-fecal
FB0526
FB052606.CDF
cdf-fecal
FB0526
FB052607.CDF
cdf-fecal
FB0526
FB052608.CDF
cdf-fecal
FB0526
FB052609.CDF
cdf-fecal
FB0526
FB052610.CDF
cdf-fecal
FB0526
FB052611.CDF
cdf-fecal
FB0526
FB052612.CDF
cdf-fecal
FB0526
FB052613.CDF
cdf-fecal
FB0526
FB052614.CDF
cdf-fecal
FB0526
FB052615.CDF
cdf-fecal
FB0526
FB052616.CDF
cdf-fecal
FB0526
FB052617.CDF
cdf-fecal
FB0526
FB052618.CDF
cdf-fecal
FB0526
FB052619.CDF
cdf-fecal
FB0526
FB052620.CDF
cdf-fecal
FB0526
FB052621.CDF
cdf-fecal
FB0526
FB052622.CDF
cdf-fecal
FB0526
FB052623.CDF
cdf-fecal
FB0526
FB052624.CDF
cdf-fecal
FB0526
FB052625.CDF
cdf-fecal
FB0526
FB052626.CDF
cdf-fecal
FB0526
FB052627.CDF
cdf-fecal
FB0526
FB052628.CDF
cdf-fecal
FB0526
FB052629.CDF
cdf-fecal
FB0526
FB052630.CDF
cdf-fecal
FB0526
FB052631.CDF
cdf-fecal
FB0526
FB052632.CDF
cdf-fecal
FB0526
FB052633.CDF
cdf-fecal
FB0526
FB052634.CDF
cdf-fecal
FB0526
FB052635.CDF
cdf-fecal
FB0526
FB052636.CDF
cdf-fecal
FB0526
FB052637.CDF
cdf-fecal
FB0527
FB052701.CDF
cdf-fecal
FB0527
FB052702.CDF
cdf-fecal
FB0527
FB052703.CDF
cdf-fecal
FB0527
FB052704.CDF
cdf-fecal
FB0527
FB052705.CDF
cdf-fecal
FB0527
FB052706.CDF
cdf-fecal
FB0527
FB052707.CDF
cdf-fecal
FB0527
FB052708.CDF
cdf-fecal
FB0527
FB052709.CDF
cdf-fecal
FB0527
FB052710.CDF
cdf-fecal
FB0527
FB052711.CDF
cdf-fecal
FB0527
FB052712.CDF
cdf-fecal
FB0527
FB052713.CDF
cdf-fecal
FB0527
FB052714.CDF
cdf-fecal
FB0527
FB052715.CDF
cdf-fecal
FB0527
FB052716.CDF
cdf-fecal
FB0527
FB052717.CDF
cdf-fecal
FB0527
FB052718.CDF
cdf-fecal
FB0527
FB052719.CDF
cdf-fecal
FB0527
FB052720.CDF
cdf-fecal
FB0527
FB052721.CDF
cdf-fecal
FB0527
FB052722.CDF
cdf-fecal
FB0527
FB052723.CDF
cdf-fecal
FB0527
FB052724.CDF
cdf-fecal
FB0527
FB052725.CDF
cdf-fecal
FB0527
FB052726.CDF
cdf-fecal
FB0527
FB052727.CDF
cdf-fecal
FB0527
FB052728.CDF
cdf-fecal
FB0527
FB052729.CDF
cdf-fecal
FB0527
FB052730.CDF
cdf-fecal
FB0527
FB052731.CDF
cdf-fecal
FB0527
FB052732.CDF
cdf-fecal
FB0527
FB052733.CDF
cdf-fecal
FB0527
FB052734.CDF
cdf-fecal
FB0527
FB052735.CDF
cdf-fecal
FB0527
FB052736.CDF
cdf-fecal
FB0527
FB052737.CDF
cdf-fecal
FB0528
FB052801.CDF
cdf-fecal
FB0528
FB052802.CDF
cdf-fecal
FB0528
FB052803.CDF
cdf-fecal
FB0528
FB052804.CDF
cdf-fecal
FB0528
FB052805.CDF
cdf-fecal
FB0528
FB052806.CDF
cdf-fecal
FB0528
FB052807.CDF
cdf-fecal
FB0528
FB052808.CDF
cdf-fecal
FB0528
FB052809.CDF
cdf-fecal
FB0528
FB052810.CDF
cdf-fecal
FB0528
FB052811.CDF
cdf-fecal
FB0528
FB052812.CDF
cdf-fecal
FB0528
FB052813.CDF
cdf-fecal
FB0528
FB052814.CDF
cdf-fecal
FB0528
FB052815.CDF
cdf-fecal
FB0528
FB052816.CDF
cdf-fecal
FB0528
FB052817.CDF
cdf-fecal
FB0528
FB052818.CDF
cdf-fecal
FB0528
FB052819.CDF
cdf-fecal
FB0528
FB052820.CDF
cdf-fecal
FB0528
FB052821.CDF
cdf-fecal
FB0528
FB052822.CDF
cdf-fecal
FB0528
FB052823.CDF
cdf-fecal
FB0528
FB052824.CDF
cdf-fecal
FB0528
FB052825.CDF
cdf-fecal
FB0528
FB052826.CDF
cdf-fecal
FB0528
FB052827.CDF
cdf-fecal
FB0528
FB052828.CDF
cdf-fecal
FB0528
FB052829.CDF
cdf-fecal
FB0528
FB052830.CDF
cdf-fecal
FB0528
FB052831.CDF
cdf-fecal
FB0528
FB052832.CDF
cdf-fecal
FB0528
FB052833.CDF
cdf-fecal
FB0528
FB052834.CDF
cdf-fecal
FB0528
FB052835.CDF
cdf-fecal
FB0528
FB052836.CDF
cdf-fecal
FB0528
FB052837.CDF
cdf-fecal
FB0529
FB052901.CDF
cdf-fecal
FB0529
FB052902.CDF
cdf-fecal
FB0529
FB052903.CDF
cdf-fecal
FB0529
FB052904.CDF
cdf-fecal
FB0529
FB052905.CDF
cdf-fecal
FB0529
FB052906.CDF
cdf-fecal
FB0529
FB052907.CDF
cdf-fecal
FB0529
FB052908.CDF
cdf-fecal
FB0529
FB052909.CDF
cdf-fecal
FB0529
FB052910.CDF
cdf-fecal
FB0529
FB052911.CDF
cdf-fecal
FB0529
FB052912.CDF
cdf-fecal
FB0529
FB052913.CDF
cdf-fecal
FB0529
FB052914.CDF
cdf-fecal
FB0529
FB052915.CDF
cdf-fecal
FB0529
FB052916.CDF
cdf-fecal
FB0529
FB052917.CDF
cdf-fecal
FB0529
FB052918.CDF
cdf-fecal
FB0529
FB052919.CDF
cdf-fecal
FB0529
FB052920.CDF
cdf-fecal
FB0529
FB052921.CDF
cdf-fecal
FB0529
FB052922.CDF
cdf-fecal
FB0529
FB052923.CDF
cdf-fecal
FB0529
FB052924.CDF
cdf-fecal
FB0529
FB052925.CDF
cdf-fecal
FB0529
FB052926.CDF
cdf-fecal
FB0529
FB052927.CDF
cdf-fecal
FB0529
FB052928.CDF
cdf-fecal
FB0529
FB052929.CDF
cdf-fecal
FB0529
FB052930.CDF
cdf-fecal
FB0529
FB052931.CDF
cdf-fecal
FB0529
FB052932.CDF
cdf-fecal
FB0529
FB052933.CDF
cdf-fecal
FB0529
FB052934.CDF
cdf-fecal
FB0529
FB052935.CDF
cdf-fecal
FB0529
FB052936.CDF
cdf-fecal
FB0529
FB052937.CDF
cdf-fecal
FB0530
FB053001.CDF
cdf-fecal
FB0530
FB053002.CDF
cdf-fecal
FB0530
FB053003.CDF
cdf-fecal
FB0530
FB053004.CDF
cdf-fecal
FB0530
FB053005.CDF
cdf-fecal
FB0530
FB053006.CDF
cdf-fecal
FB0530
FB053007.CDF
cdf-fecal
FB0530
FB053008.CDF
cdf-fecal
FB0530
FB053009.CDF
cdf-fecal
FB0530
FB053010.CDF
cdf-fecal
FB0530
FB053011.CDF
cdf-fecal
FB0530
FB053012.CDF
cdf-fecal
FB0530
FB053013.CDF
cdf-fecal
FB0530
FB053014.CDF
cdf-fecal
FB0530
FB053015.CDF
cdf-fecal
FB0530
FB053016.CDF
cdf-fecal
FB0530
FB053017.CDF
cdf-fecal
FB0530
FB053018.CDF
cdf-fecal
FB0530
FB053019.CDF
cdf-fecal
FB0530
FB053020.CDF
cdf-fecal
FB0530
FB053021.CDF
cdf-fecal
FB0530
FB053022.CDF
cdf-fecal
FB0530
FB053023.CDF
cdf-fecal
FB0530
FB053024.CDF
cdf-fecal
FB0530
FB053025.CDF
cdf-fecal
FB0530
FB053026.CDF
cdf-fecal
FB0530
FB053027.CDF
cdf-fecal
FB0530
FB053028.CDF
cdf-fecal
FB0530
FB053029.CDF
cdf-fecal
FB0530
FB053030.CDF
cdf-fecal
FB0530
FB053031.CDF
cdf-fecal
FB0530
FB053032.CDF
cdf-fecal
FB0530
FB053033.CDF
cdf-fecal
FB0530
FB053034.CDF
cdf-fecal
FB0530
FB053035.CDF
cdf-fecal
FB0530
FB053036.CDF
cdf-fecal
FB0530
FB053037.CDF
cdf-fecal
FB0531
FB053101.CDF
cdf-fecal
FB0531
FB053102.CDF
cdf-fecal
FB0531
FB053103.CDF
cdf-fecal
FB0531
FB053104.CDF
cdf-fecal
FB0531
FB053105.CDF
cdf-fecal
FB0531
FB053106.CDF
cdf-fecal
FB0531
FB053107.CDF
cdf-fecal
FB0531
FB053108.CDF
cdf-fecal
FB0531
FB053109.CDF
cdf-fecal
FB0531
FB053110.CDF
cdf-fecal
FB0531
FB053111.CDF
cdf-fecal
FB0531
FB053112.CDF
cdf-fecal
FB0531
FB053113.CDF
cdf-fecal
FB0531
FB053114.CDF
cdf-fecal
FB0531
FB053115.CDF
cdf-fecal
FB0531
FB053116.CDF
cdf-fecal
FB0531
FB053117.CDF
cdf-fecal
FB0531
FB053118.CDF
cdf-fecal
FB0531
FB053119.CDF
cdf-fecal
FB0531
FB053120.CDF
cdf-fecal
FB0531
FB053121.CDF
cdf-fecal
FB0531
FB053122.CDF
cdf-fecal
FB0531
FB053123.CDF
cdf-fecal
FB0531
FB053124.CDF
cdf-fecal
FB0531
FB053125.CDF
cdf-fecal
FB0531
FB053126.CDF
cdf-fecal
FB0531
FB053127.CDF
cdf-fecal
FB0531
FB053128.CDF
cdf-fecal
FB0531
FB053129.CDF
cdf-fecal
FB0531
FB053130.CDF
cdf-fecal
FB0531
FB053131.CDF
cdf-fecal
FB0531
FB053132.CDF
cdf-fecal
FB0531
FB053133.CDF
cdf-fecal
FB0531
FB053134.CDF
cdf-fecal
FB0531
FB053135.CDF
cdf-fecal
FB0531
FB053136.CDF
cdf-fecal
FB0531
FB053137.CDF
cdf-fecal
FB0532
FB053201.CDF
cdf-fecal
FB0532
FB053202.CDF
cdf-fecal
FB0532
FB053203.CDF
cdf-fecal
FB0532
FB053204.CDF
cdf-fecal
FB0532
FB053205.CDF
cdf-fecal
FB0532
FB053206.CDF
cdf-fecal
FB0532
FB053207.CDF
cdf-fecal
FB0532
FB053208.CDF
cdf-fecal
FB0532
FB053209.CDF
cdf-fecal
FB0532
FB053210.CDF
cdf-fecal
FB0532
FB053211.CDF
cdf-fecal
FB0532
FB053212.CDF
cdf-fecal
FB0532
FB053213.CDF
cdf-fecal
FB0532
FB053214.CDF
cdf-fecal
FB0532
FB053215.CDF
cdf-fecal
FB0532
FB053216.CDF
cdf-fecal
FB0532
FB053217.CDF
cdf-fecal
FB0532
FB053218.CDF
cdf-fecal
FB0532
FB053219.CDF
cdf-fecal
FB0532
FB053220.CDF
cdf-fecal
FB0532
FB053221.CDF
cdf-fecal
FB0532
FB053222.CDF
cdf-fecal
FB0532
FB053223.CDF
cdf-fecal
FB0532
FB053224.CDF
cdf-fecal
FB0532
FB053225.CDF
cdf-fecal
FB0532
FB053226.CDF
cdf-fecal
FB0532
FB053227.CDF
cdf-fecal
FB0532
FB053228.CDF
cdf-fecal
FB0532
FB053229.CDF
cdf-fecal
FB0532
FB053230.CDF
cdf-fecal
FB0532
FB053231.CDF
cdf-fecal
FB0532
FB053232.CDF
cdf-fecal
FB0532
FB053233.CDF
cdf-fecal
FB0532
FB053234.CDF
cdf-fecal
FB0532
FB053235.CDF
cdf-fecal
FB0532
FB053236.CDF
cdf-fecal
FB0532
FB053237.CDF
cdf-fecal
FB0533
FB053301.CDF
cdf-fecal
FB0533
FB053302.CDF
cdf-fecal
FB0533
FB053303.CDF
cdf-fecal
FB0533
FB053304.CDF
cdf-fecal
FB0533
FB053305.CDF
cdf-fecal
FB0533
FB053306.CDF
cdf-fecal
FB0533
FB053307.CDF
cdf-fecal
FB0533
FB053308.CDF
cdf-fecal
FB0533
FB053309.CDF
cdf-fecal
FB0533
FB053310.CDF
cdf-fecal
FB0533
FB053311.CDF
cdf-fecal
FB0533
FB053312.CDF
cdf-fecal
FB0533
FB053313.CDF
cdf-fecal
FB0533
FB053314.CDF
cdf-fecal
FB0533
FB053315.CDF
cdf-fecal
FB0533
FB053316.CDF
cdf-fecal
FB0533
FB053317.CDF
cdf-fecal
FB0533
FB053318.CDF
cdf-fecal
FB0533
FB053319.CDF
cdf-fecal
FB0533
FB053320.CDF
cdf-fecal
FB0533
FB053321.CDF
cdf-fecal
FB0533
FB053322.CDF
cdf-fecal
FB0533
FB053323.CDF
cdf-fecal
FB0533
FB053324.CDF
cdf-fecal
FB0533
FB053325.CDF
cdf-fecal
FB0533
FB053326.CDF
cdf-fecal
FB0533
FB053327.CDF
cdf-fecal
FB0533
FB053328.CDF
cdf-fecal
FB0533
FB053329.CDF
cdf-fecal
FB0533
FB053330.CDF
cdf-fecal
FB0533
FB053331.CDF
cdf-fecal
FB0533
FB053332.CDF
cdf-fecal
FB0533
FB053333.CDF
cdf-fecal
FB0533
FB053334.CDF
cdf-fecal
FB0533
FB053335.CDF
cdf-fecal
FB0533
FB053336.CDF
cdf-fecal
FB0533
FB053337.CDF
cdf-fecal
FB0534
FB053401.CDF
cdf-fecal
FB0534
FB053402.CDF
cdf-fecal
FB0534
FB053403.CDF
cdf-fecal
FB0534
FB053404.CDF
cdf-fecal
FB0534
FB053405.CDF
cdf-fecal
FB0534
FB053406.CDF
cdf-fecal
FB0534
FB053407.CDF
cdf-fecal
FB0534
FB053408.CDF
cdf-fecal
FB0534
FB053409.CDF
cdf-fecal
FB0534
FB053410.CDF
cdf-fecal
FB0534
FB053411.CDF
cdf-fecal
FB0534
FB053412.CDF
cdf-fecal
FB0534
FB053413.CDF
cdf-fecal
FB0534
FB053414.CDF
cdf-fecal
FB0534
FB053415.CDF
cdf-fecal
FB0534
FB053416.CDF
cdf-fecal
FB0534
FB053417.CDF
cdf-fecal
FB0534
FB053418.CDF
cdf-fecal
FB0534
FB053419.CDF
cdf-fecal
FB0534
FB053420.CDF
cdf-fecal
FB0534
FB053421.CDF
cdf-fecal
FB0534
FB053422.CDF
cdf-fecal
FB0534
FB053423.CDF
cdf-fecal
FB0534
FB053424.CDF
cdf-fecal
FB0534
FB053425.CDF
cdf-fecal
FB0534
FB053426.CDF
cdf-fecal
FB0534
FB053427.CDF
cdf-fecal
FB0534
FB053428.CDF
cdf-fecal
FB0534
FB053429.CDF
cdf-fecal
FB0534
FB053430.CDF
cdf-fecal
FB0534
FB053431.CDF
cdf-fecal
FB0534
FB053432.CDF
cdf-fecal
FB0534
FB053433.CDF
cdf-fecal
FB0534
FB053434.CDF
cdf-fecal
FB0534
FB053435.CDF
cdf-fecal
FB0534
FB053436.CDF
cdf-fecal
FB0534
FB053437.CDF
cdf-fecal
FB0535
FB053501.CDF
cdf-fecal
FB0535
FB053502.CDF
cdf-fecal
FB0535
FB053503.CDF
cdf-fecal
FB0535
FB053504.CDF
cdf-fecal
FB0535
FB053505.CDF
cdf-fecal
FB0535
FB053506.CDF
cdf-fecal
FB0535
FB053507.CDF
cdf-fecal
FB0535
FB053508.CDF
cdf-fecal
FB0535
FB053509.CDF
cdf-fecal
FB0535
FB053510.CDF
cdf-fecal
FB0535
FB053511.CDF
cdf-fecal
FB0535
FB053512.CDF
cdf-fecal
FB0535
FB053513.CDF
cdf-fecal
FB0535
FB053514.CDF
cdf-fecal
FB0535
FB053515.CDF
cdf-fecal
FB0535
FB053516.CDF
cdf-fecal
FB0535
FB053517.CDF
cdf-fecal
FB0535
FB053518.CDF
cdf-fecal
FB0535
FB053519.CDF
cdf-fecal
FB0535
FB053520.CDF
cdf-fecal
FB0535
FB053521.CDF
cdf-fecal
FB0535
FB053522.CDF
cdf-fecal
FB0535
FB053523.CDF
cdf-fecal
FB0535
FB053524.CDF
cdf-fecal
FB0535
FB053525.CDF
cdf-fecal
FB0535
FB053526.CDF
cdf-fecal
FB0535
FB053527.CDF
cdf-fecal
FB0535
FB053528.CDF
cdf-fecal
FB0535
FB053529.CDF
cdf-fecal
FB0535
FB053530.CDF
cdf-fecal
FB0535
FB053531.CDF
cdf-fecal
FB0535
FB053532.CDF
cdf-fecal
FB0535
FB053533.CDF
cdf-fecal
FB0535
FB053534.CDF
cdf-fecal
FB0535
FB053535.CDF
cdf-fecal
FB0535
FB053536.CDF
cdf-fecal
FB0535
FB053537.CDF
cdf-fecal
FB0536
FB053601.CDF
cdf-fecal
FB0536
FB053602.CDF
cdf-fecal
FB0536
FB053603.CDF
cdf-fecal
FB0536
FB053604.CDF
cdf-fecal
FB0536
FB053605.CDF
cdf-fecal
FB0536
FB053606.CDF
cdf-fecal
FB0536
FB053607.CDF
cdf-fecal
FB0536
FB053608.CDF
cdf-fecal
FB0536
FB053609.CDF
cdf-fecal
FB0536
FB053610.CDF
cdf-fecal
FB0536
FB053611.CDF
cdf-fecal
FB0536
FB053612.CDF
cdf-fecal
FB0536
FB053613.CDF
cdf-fecal
FB0536
FB053614.CDF
cdf-fecal
FB0536
FB053615.CDF
cdf-fecal
FB0536
FB053616.CDF
cdf-fecal
FB0536
FB053617.CDF
cdf-fecal
FB0536
FB053618.CDF
cdf-fecal
FB0536
FB053619.CDF
cdf-fecal
FB0536
FB053620.CDF
cdf-fecal
FB0536
FB053621.CDF
cdf-fecal
FB0536
FB053622.CDF
cdf-fecal
FB0536
FB053623.CDF
cdf-fecal
FB0536
FB053624.CDF
cdf-fecal
FB0536
FB053625.CDF
cdf-fecal
FB0536
FB053626.CDF
cdf-fecal
FB0536
FB053627.CDF
cdf-fecal
FB0536
FB053628.CDF
cdf-fecal
FB0536
FB053629.CDF
cdf-fecal
FB0536
FB053630.CDF
cdf-fecal
FB0536
FB053631.CDF
cdf-fecal
FB0536
FB053632.CDF
cdf-fecal
FB0536
FB053633.CDF
cdf-fecal
FB0536
FB053634.CDF
cdf-fecal
FB0536
FB053635.CDF
cdf-fecal
FB0536
FB053636.CDF
cdf-fecal
FB0536
FB053637.CDF
cdf-fecal
FB0537
FB053701.CDF
cdf-fecal
FB0537
FB053702.CDF
cdf-fecal
FB0537
FB053703.CDF
cdf-fecal
FB0537
FB053704.CDF
cdf-fecal
FB0537
FB053705.CDF
cdf-fecal
FB0537
FB053706.CDF
cdf-fecal
FB0537
FB053707.CDF
cdf-fecal
FB0537
FB053708.CDF
cdf-fecal
FB0537
FB053709.CDF
cdf-fecal
FB0537
FB053710.CDF
cdf-fecal
FB0537
FB053711.CDF
cdf-fecal
FB0537
FB053712.CDF
cdf-fecal
FB0537
FB053713.CDF
cdf-fecal
FB0537
FB053714.CDF
cdf-fecal
FB0537
FB053715.CDF
cdf-fecal
FB0537
FB053716.CDF
cdf-fecal
FB0537
FB053717.CDF
cdf-fecal
FB0537
FB053718.CDF
cdf-fecal
FB0537
FB053719.CDF
cdf-fecal
FB0537
FB053720.CDF
cdf-fecal
FB0537
FB053721.CDF
cdf-fecal
FB0537
FB053722.CDF
cdf-fecal
FB0537
FB053723.CDF
cdf-fecal
FB0537
FB053724.CDF
cdf-fecal
FB0537
FB053725.CDF
cdf-fecal
FB0537
FB053726.CDF
cdf-fecal
FB0537
FB053727.CDF
cdf-fecal
FB0537
FB053728.CDF
cdf-fecal
FB0537
FB053729.CDF
cdf-fecal
FB0537
FB053730.CDF
cdf-fecal
FB0537
FB053731.CDF
cdf-fecal
FB0537
FB053732.CDF
cdf-fecal
FB0537
FB053733.CDF
cdf-fecal
FB0537
FB053734.CDF
cdf-fecal
FB0537
FB053735.CDF
cdf-fecal
FB0537
FB053736.CDF
cdf-fecal
FB0537
FB053737.CDF
cdf-fecal
FB0538
FB053801.CDF
cdf-fecal
FB0538
FB053802.CDF
cdf-fecal
FB0538
FB053803.CDF
cdf-fecal
FB0538
FB053804.CDF
cdf-fecal
FB0538
FB053805.CDF
cdf-fecal
FB0538
FB053806.CDF
cdf-fecal
FB0538
FB053807.CDF
cdf-fecal
FB0538
FB053808.CDF
cdf-fecal
FB0538
FB053809.CDF
cdf-fecal
FB0538
FB053810.CDF
cdf-fecal
FB0538
FB053811.CDF
cdf-fecal
FB0538
FB053812.CDF
cdf-fecal
FB0538
FB053813.CDF
cdf-fecal
FB0538
FB053814.CDF
cdf-fecal
FB0538
FB053815.CDF
cdf-fecal
FB0538
FB053816.CDF
cdf-fecal
FB0538
FB053817.CDF
cdf-fecal
FB0538
FB053818.CDF
cdf-fecal
FB0538
FB053819.CDF
cdf-fecal
FB0538
FB053820.CDF
cdf-fecal
FB0538
FB053821.CDF
cdf-fecal
FB0538
FB053822.CDF
cdf-fecal
FB0538
FB053823.CDF
cdf-fecal
FB0538
FB053824.CDF
cdf-fecal
FB0538
FB053825.CDF
cdf-fecal
FB0538
FB053826.CDF
cdf-fecal
FB0538
FB053827.CDF
cdf-fecal
FB0538
FB053828.CDF
cdf-fecal
FB0538
FB053829.CDF
cdf-fecal
FB0538
FB053830.CDF
cdf-fecal
FB0538
FB053831.CDF
cdf-fecal
FB0538
FB053832.CDF
cdf-fecal
FB0538
FB053833.CDF
cdf-fecal
FB0538
FB053834.CDF
cdf-fecal
FB0538
FB053835.CDF
cdf-fecal
FB0538
FB053836.CDF
cdf-fecal
FB0538
FB053837.CDF
cdf-fecal
FB0539
FB053901.CDF
cdf-fecal
FB0539
FB053902.CDF
cdf-fecal
FB0539
FB053903.CDF
cdf-fecal
FB0539
FB053904.CDF
cdf-fecal
FB0539
FB053905.CDF
cdf-fecal
FB0539
FB053906.CDF
cdf-fecal
FB0539
FB053907.CDF
cdf-fecal
FB0539
FB053908.CDF
cdf-fecal
FB0539
FB053909.CDF
cdf-fecal
FB0539
FB053910.CDF
cdf-fecal
FB0539
FB053911.CDF
cdf-fecal
FB0539
FB053912.CDF
cdf-fecal
FB0539
FB053913.CDF
cdf-fecal
FB0539
FB053914.CDF
cdf-fecal
FB0539
FB053915.CDF
cdf-fecal
FB0539
FB053916.CDF
cdf-fecal
FB0539
FB053917.CDF
cdf-fecal
FB0539
FB053918.CDF
cdf-fecal
FB0539
FB053919.CDF
cdf-fecal
FB0539
FB053920.CDF
cdf-fecal
FB0539
FB053921.CDF
cdf-fecal
FB0539
FB053922.CDF
cdf-fecal
FB0539
FB053923.CDF
cdf-fecal
FB0539
FB053924.CDF
cdf-fecal
FB0539
FB053925.CDF
cdf-fecal
FB0539
FB053926.CDF
cdf-fecal
FB0539
FB053927.CDF
cdf-fecal
FB0539
FB053928.CDF
cdf-fecal
FB0539
FB053929.CDF
cdf-fecal
FB0539
FB053930.CDF
cdf-fecal
FB0539
FB053931.CDF
cdf-fecal
FB0539
FB053932.CDF
cdf-fecal
FB0539
FB053933.CDF
cdf-fecal
FB0539
FB053934.CDF
cdf-fecal
FB0539
FB053935.CDF
cdf-fecal
FB0539
FB053936.CDF
cdf-fecal
FB0539
FB053937.CDF
cdf-fecal
FB0540
FB054001.CDF
cdf-fecal
FB0540
FB054002.CDF
cdf-fecal
FB0540
FB054003.CDF
cdf-fecal
FB0540
FB054004.CDF
cdf-fecal
FB0540
FB054005.CDF
cdf-fecal
FB0540
FB054006.CDF
cdf-fecal
FB0540
FB054007.CDF
cdf-fecal
FB0540
FB054008.CDF
cdf-fecal
FB0540
FB054009.CDF
cdf-fecal
FB0540
FB054010.CDF
cdf-fecal
FB0540
FB054011.CDF
cdf-fecal
FB0540
FB054012.CDF
cdf-fecal
FB0540
FB054013.CDF
cdf-fecal
FB0540
FB054014.CDF
cdf-fecal
FB0540
FB054015.CDF
cdf-fecal
FB0540
FB054016.CDF
cdf-fecal
FB0540
FB054017.CDF
cdf-fecal
FB0540
FB054018.CDF
cdf-fecal
FB0540
FB054019.CDF
cdf-fecal
FB0540
FB054020.CDF
cdf-fecal
FB0540
FB054021.CDF
cdf-fecal
FB0540
FB054022.CDF
cdf-fecal
FB0540
FB054023.CDF
cdf-fecal
FB0540
FB054024.CDF
cdf-fecal
FB0540
FB054025.CDF
cdf-fecal
FB0540
FB054026.CDF
cdf-fecal
FB0540
FB054027.CDF
cdf-fecal
FB0540
FB054028.CDF
cdf-fecal
FB0540
FB054029.CDF
cdf-fecal
FB0540
FB054030.CDF
cdf-fecal
FB0540
FB054031.CDF
cdf-fecal
FB0540
FB054032.CDF
cdf-fecal
FB0540
FB054033.CDF
cdf-fecal
FB0540
FB054034.CDF
cdf-fecal
FB0540
FB054035.CDF
cdf-fecal
FB0540
FB054036.CDF
cdf-fecal
FB0540
FB054037.CDF
cdf-fecal
FB0541
FB054101.CDF
cdf-fecal
FB0541
FB054102.CDF
cdf-fecal
FB0541
FB054103.CDF
cdf-fecal
FB0541
FB054104.CDF
cdf-fecal
FB0541
FB054105.CDF
cdf-fecal
FB0541
FB054106.CDF
cdf-fecal
FB0541
FB054107.CDF
cdf-fecal
FB0541
FB054108.CDF
cdf-fecal
FB0541
FB054109.CDF
cdf-fecal
FB0541
FB054110.CDF
cdf-fecal
FB0541
FB054111.CDF
cdf-fecal
FB0541
FB054112.CDF
cdf-fecal
FB0541
FB054113.CDF
cdf-fecal
FB0541
FB054114.CDF
cdf-fecal
FB0541
FB054115.CDF
cdf-fecal
FB0541
FB054116.CDF
cdf-fecal
FB0541
FB054117.CDF
cdf-fecal
FB0541
FB054118.CDF
cdf-fecal
FB0541
FB054119.CDF
cdf-fecal
FB0541
FB054120.CDF
cdf-fecal
FB0541
FB054121.CDF
cdf-fecal
FB0541
FB054122.CDF
cdf-fecal
FB0541
FB054123.CDF
cdf-fecal
FB0541
FB054124.CDF
cdf-fecal
FB0541
FB054125.CDF
cdf-fecal
FB0541
FB054126.CDF
cdf-fecal
FB0541
FB054127.CDF
cdf-fecal
FB0541
FB054128.CDF
cdf-fecal
FB0541
FB054129.CDF
cdf-fecal
FB0541
FB054130.CDF
cdf-fecal
FB0541
FB054131.CDF
cdf-fecal
FB0541
FB054132.CDF
cdf-fecal
FB0541
FB054133.CDF
cdf-fecal
FB0541
FB054134.CDF
cdf-fecal
FB0541
FB054135.CDF
cdf-fecal
FB0541
FB054136.CDF
cdf-fecal
FB0541
FB054137.CDF
cdf-fecal
FB0542
FB054201.CDF
cdf-fecal
FB0542
FB054202.CDF
cdf-fecal
FB0542
FB054203.CDF
cdf-fecal
FB0542
FB054204.CDF
cdf-fecal
FB0542
FB054205.CDF
cdf-fecal
FB0542
FB054206.CDF
cdf-fecal
FB0542
FB054207.CDF
cdf-fecal
FB0542
FB054208.CDF
cdf-fecal
FB0542
FB054209.CDF
cdf-fecal
FB0542
FB054210.CDF
cdf-fecal
FB0542
FB054211.CDF
cdf-fecal
FB0542
FB054212.CDF
cdf-fecal
FB0542
FB054213.CDF
cdf-fecal
FB0542
FB054214.CDF
cdf-fecal
FB0542
FB054215.CDF
cdf-fecal
FB0542
FB054216.CDF
cdf-fecal
FB0542
FB054217.CDF
cdf-fecal
FB0542
FB054218.CDF
cdf-fecal
FB0542
FB054219.CDF
cdf-fecal
FB0542
FB054220.CDF
cdf-fecal
FB0542
FB054221.CDF
cdf-fecal
FB0542
FB054222.CDF
cdf-fecal
FB0542
FB054223.CDF
cdf-fecal
FB0542
FB054224.CDF
cdf-fecal
FB0542
FB054225.CDF
cdf-fecal
FB0542
FB054226.CDF
cdf-fecal
FB0542
FB054227.CDF
cdf-fecal
FB0542
FB054228.CDF
cdf-fecal
FB0542
FB054229.CDF
cdf-fecal
FB0542
FB054230.CDF
cdf-fecal
FB0542
FB054231.CDF
cdf-fecal
FB0542
FB054232.CDF
cdf-fecal
FB0542
FB054233.CDF
cdf-fecal
FB0542
FB054234.CDF
cdf-fecal
FB0542
FB054235.CDF
cdf-fecal
FB0542
FB054236.CDF
cdf-fecal
FB0542
FB054237.CDF
cdf-fecal
FB0543
FB054301.CDF
cdf-fecal
FB0543
FB054302.CDF
cdf-fecal
FB0543
FB054303.CDF
cdf-fecal
FB0543
FB054304.CDF
cdf-fecal
FB0543
FB054305.CDF
cdf-fecal
FB0543
FB054306.CDF
cdf-fecal
FB0543
FB054307.CDF
cdf-fecal
FB0543
FB054308.CDF
cdf-fecal
FB0543
FB054309.CDF
cdf-fecal
FB0543
FB054310.CDF
cdf-fecal
FB0543
FB054311.CDF
cdf-fecal
FB0543
FB054312.CDF
cdf-fecal
FB0543
FB054313.CDF
cdf-fecal
FB0543
FB054314.CDF
cdf-fecal
FB0543
FB054315.CDF
cdf-fecal
FB0543
FB054316.CDF
cdf-fecal
FB0543
FB054317.CDF
cdf-fecal
FB0543
FB054318.CDF
cdf-fecal
FB0543
FB054319.CDF
cdf-fecal
FB0543
FB054320.CDF
cdf-fecal
FB0543
FB054321.CDF
cdf-fecal
FB0543
FB054322.CDF
cdf-fecal
FB0543
FB054323.CDF
cdf-fecal
FB0543
FB054324.CDF
cdf-fecal
FB0543
FB054325.CDF
cdf-fecal
FB0543
FB054326.CDF
cdf-fecal
FB0543
FB054327.CDF
cdf-fecal
FB0543
FB054328.CDF
cdf-fecal
FB0543
FB054329.CDF
cdf-fecal
FB0543
FB054330.CDF
cdf-fecal
FB0543
FB054331.CDF
cdf-fecal
FB0543
FB054332.CDF
cdf-fecal
FB0543
FB054333.CDF
cdf-fecal
FB0543
FB054334.CDF
cdf-fecal
FB0543
FB054335.CDF
cdf-fecal
FB0543
FB054336.CDF
cdf-fecal
FB0543
FB054337.CDF
cdf-fecal
FB0544
FB054401.CDF
cdf-fecal
FB0544
FB054402.CDF
cdf-fecal
FB0544
FB054403.CDF
cdf-fecal
FB0544
FB054404.CDF
cdf-fecal
FB0544
FB054405.CDF
cdf-fecal
FB0544
FB054406.CDF
cdf-fecal
FB0544
FB054407.CDF
cdf-fecal
FB0544
FB054408.CDF
cdf-fecal
FB0544
FB054409.CDF
cdf-fecal
FB0544
FB054410.CDF
cdf-fecal
FB0544
FB054411.CDF
cdf-fecal
FB0544
FB054412.CDF
cdf-fecal
FB0544
FB054413.CDF
cdf-fecal
FB0544
FB054414.CDF
cdf-fecal
FB0544
FB054415.CDF
cdf-fecal
FB0544
FB054416.CDF
cdf-fecal
FB0544
FB054417.CDF
cdf-fecal
FB0544
FB054418.CDF
cdf-fecal
FB0544
FB054419.CDF
cdf-fecal
FB0544
FB054420.CDF
cdf-fecal
FB0544
FB054421.CDF
cdf-fecal
FB0544
FB054422.CDF
cdf-fecal
FB0544
FB054423.CDF
cdf-fecal
FB0544
FB054424.CDF
cdf-fecal
FB0544
FB054425.CDF
cdf-fecal
FB0544
FB054426.CDF
cdf-fecal
FB0544
FB054427.CDF
cdf-fecal
FB0544
FB054428.CDF
cdf-fecal
FB0544
FB054429.CDF
cdf-fecal
FB0544
FB054430.CDF
cdf-fecal
FB0544
FB054431.CDF
cdf-fecal
FB0544
FB054432.CDF
cdf-fecal
FB0544
FB054433.CDF
cdf-fecal
FB0544
FB054434.CDF
cdf-fecal
FB0544
FB054435.CDF
cdf-fecal
FB0544
FB054436.CDF
cdf-fecal
FB0544
FB054437.CDF
cdf-fecal
FB0545
FB054501.CDF
cdf-fecal
FB0545
FB054502.CDF
cdf-fecal
FB0545
FB054503.CDF
cdf-fecal
FB0545
FB054504.CDF
cdf-fecal
FB0545
FB054505.CDF
cdf-fecal
FB0545
FB054506.CDF
cdf-fecal
FB0545
FB054507.CDF
cdf-fecal
FB0545
FB054508.CDF
cdf-fecal
FB0545
FB054509.CDF
cdf-fecal
FB0545
FB054510.CDF
cdf-fecal
FB0545
FB054511.CDF
cdf-fecal
FB0545
FB054512.CDF
cdf-fecal
FB0545
FB054513.CDF
cdf-fecal
FB0545
FB054514.CDF
cdf-fecal
FB0545
FB054515.CDF
cdf-fecal
FB0545
FB054516.CDF
cdf-fecal
FB0545
FB054517.CDF
cdf-fecal
FB0545
FB054518.CDF
cdf-fecal
FB0545
FB054519.CDF
cdf-fecal
FB0545
FB054520.CDF
cdf-fecal
FB0545
FB054521.CDF
cdf-fecal
FB0545
FB054522.CDF
cdf-fecal
FB0545
FB054523.CDF
cdf-fecal
FB0545
FB054524.CDF
cdf-fecal
FB0545
FB054525.CDF
cdf-fecal
FB0545
FB054526.CDF
cdf-fecal
FB0545
FB054527.CDF
cdf-fecal
FB0545
FB054528.CDF
cdf-fecal
FB0545
FB054529.CDF
cdf-fecal
FB0545
FB054530.CDF
cdf-fecal
FB0545
FB054531.CDF
cdf-fecal
FB0545
FB054532.CDF
cdf-fecal
FB0545
FB054533.CDF
cdf-fecal
FB0545
FB054534.CDF
cdf-fecal
FB0545
FB054535.CDF
cdf-fecal
FB0545
FB054536.CDF
cdf-fecal
FB0545
FB054537.CDF
cdf-fecal
FB0546
FB054601.CDF
cdf-fecal
FB0546
FB054602.CDF
cdf-fecal
FB0546
FB054603.CDF
cdf-fecal
FB0546
FB054604.CDF
cdf-fecal
FB0546
FB054605.CDF
cdf-fecal
FB0546
FB054606.CDF
cdf-fecal
FB0546
FB054607.CDF
cdf-fecal
FB0546
FB054608.CDF
cdf-fecal
FB0546
FB054609.CDF
cdf-fecal
FB0546
FB054610.CDF
cdf-fecal
FB0546
FB054611.CDF
cdf-fecal
FB0546
FB054612.CDF
cdf-fecal
FB0546
FB054613.CDF
cdf-fecal
FB0546
FB054614.CDF
cdf-fecal
FB0546
FB054615.CDF
cdf-fecal
FB0546
FB054616.CDF
cdf-fecal
FB0546
FB054617.CDF
cdf-fecal
FB0546
FB054618.CDF
cdf-fecal
FB0546
FB054619.CDF
cdf-fecal
FB0546
FB054620.CDF
cdf-fecal
FB0546
FB054621.CDF
cdf-fecal
FB0546
FB054622.CDF
cdf-fecal
FB0546
FB054623.CDF
cdf-fecal
FB0546
FB054624.CDF
cdf-fecal
FB0546
FB054625.CDF
cdf-fecal
FB0546
FB054626.CDF
cdf-fecal
FB0546
FB054627.CDF
cdf-fecal
FB0546
FB054628.CDF
cdf-fecal
FB0546
FB054629.CDF
cdf-fecal
FB0546
FB054630.CDF
cdf-fecal
FB0546
FB054631.CDF
cdf-fecal
FB0546
FB054632.CDF
cdf-fecal
FB0546
FB054633.CDF
cdf-fecal
FB0546
FB054634.CDF
cdf-fecal
FB0546
FB054635.CDF
cdf-fecal
FB0546
FB054636.CDF
cdf-fecal
FB0546
FB054637.CDF
cdf-fecal
FB0547
FB054701.CDF
cdf-fecal
FB0547
FB054702.CDF
cdf-fecal
FB0547
FB054703.CDF
cdf-fecal
FB0547
FB054704.CDF
cdf-fecal
FB0547
FB054705.CDF
cdf-fecal
FB0547
FB054706.CDF
cdf-fecal
FB0547
FB054707.CDF
cdf-fecal
FB0547
FB054708.CDF
cdf-fecal
FB0547
FB054709.CDF
cdf-fecal
FB0547
FB054710.CDF
cdf-fecal
FB0547
FB054711.CDF
cdf-fecal
FB0547
FB054712.CDF
cdf-fecal
FB0547
FB054713.CDF
cdf-fecal
FB0547
FB054714.CDF
cdf-fecal
FB0547
FB054715.CDF
cdf-fecal
FB0547
FB054716.CDF
cdf-fecal
FB0547
FB054717.CDF
cdf-fecal
FB0547
FB054718.CDF
cdf-fecal
FB0547
FB054719.CDF
cdf-fecal
FB0547
FB054720.CDF
cdf-fecal
FB0547
FB054721.CDF
cdf-fecal
FB0547
FB054722.CDF
cdf-fecal
FB0547
FB054723.CDF
cdf-fecal
FB0547
FB054724.CDF
cdf-fecal
FB0547
FB054725.CDF
cdf-fecal
FB0547
FB054726.CDF
cdf-fecal
FB0547
FB054727.CDF
cdf-fecal
FB0547
FB054728.CDF
cdf-fecal
FB0547
FB054729.CDF
cdf-fecal
FB0547
FB054730.CDF
cdf-fecal
FB0547
FB054731.CDF
cdf-fecal
FB0547
FB054732.CDF
cdf-fecal
FB0547
FB054733.CDF
cdf-fecal
FB0547
FB054734.CDF
cdf-fecal
FB0547
FB054735.CDF
cdf-fecal
FB0547
FB054736.CDF
cdf-fecal
FB0547
FB054737.CDF
cdf-fecal
FB0548
FB054801.CDF
cdf-fecal
FB0548
FB054802.CDF
cdf-fecal
FB0548
FB054803.CDF
cdf-fecal
FB0548
FB054804.CDF
cdf-fecal
FB0548
FB054805.CDF
cdf-fecal
FB0548
FB054806.CDF
cdf-fecal
FB0548
FB054807.CDF
cdf-fecal
FB0548
FB054808.CDF
cdf-fecal
FB0548
FB054809.CDF
cdf-fecal
FB0548
FB054810.CDF
cdf-fecal
FB0548
FB054811.CDF
cdf-fecal
FB0548
FB054812.CDF
cdf-fecal
FB0548
FB054813.CDF
cdf-fecal
FB0548
FB054814.CDF
cdf-fecal
FB0548
FB054815.CDF
cdf-fecal
FB0548
FB054816.CDF
cdf-fecal
FB0548
FB054817.CDF
cdf-fecal
FB0548
FB054818.CDF
cdf-fecal
FB0548
FB054819.CDF
cdf-fecal
FB0548
FB054820.CDF
cdf-fecal
FB0548
FB054821.CDF
cdf-fecal
FB0548
FB054822.CDF
cdf-fecal
FB0548
FB054823.CDF
cdf-fecal
FB0548
FB054824.CDF
cdf-fecal
FB0548
FB054825.CDF
cdf-fecal
FB0548
FB054826.CDF
cdf-fecal
FB0548
FB054827.CDF
cdf-fecal
FB0548
FB054828.CDF
cdf-fecal
FB0548
FB054829.CDF
cdf-fecal
FB0548
FB054830.CDF
cdf-fecal
FB0548
FB054831.CDF
cdf-fecal
FB0548
FB054832.CDF
cdf-fecal
FB0548
FB054833.CDF
cdf-fecal
FB0548
FB054834.CDF
cdf-fecal
FB0548
FB054835.CDF
cdf-fecal
FB0548
FB054836.CDF
cdf-fecal
FB0548
FB054837.CDF
cdf-fecal
FB0549
FB054901.CDF
cdf-fecal
FB0549
FB054902.CDF
cdf-fecal
FB0549
FB054903.CDF
cdf-fecal
FB0549
FB054904.CDF
cdf-fecal
FB0549
FB054905.CDF
cdf-fecal
FB0549
FB054906.CDF
cdf-fecal
FB0549
FB054907.CDF
cdf-fecal
FB0549
FB054908.CDF
cdf-fecal
FB0549
FB054909.CDF
cdf-fecal
FB0549
FB054910.CDF
cdf-fecal
FB0549
FB054911.CDF
cdf-fecal
FB0549
FB054912.CDF
cdf-fecal
FB0549
FB054913.CDF
cdf-fecal
FB0549
FB054914.CDF
cdf-fecal
FB0549
FB054915.CDF
cdf-fecal
FB0549
FB054916.CDF
cdf-fecal
FB0549
FB054917.CDF
cdf-fecal
FB0549
FB054918.CDF
cdf-fecal
FB0549
FB054919.CDF
cdf-fecal
FB0549
FB054920.CDF
cdf-fecal
FB0549
FB054921.CDF
cdf-fecal
FB0549
FB054922.CDF
cdf-fecal
FB0549
FB054923.CDF
cdf-fecal
FB0549
FB054924.CDF
cdf-fecal
FB0549
FB054925.CDF
cdf-fecal
FB0549
FB054926.CDF
cdf-fecal
FB0549
FB054927.CDF
cdf-fecal
FB0549
FB054928.CDF
cdf-fecal
FB0549
FB054929.CDF
cdf-fecal
FB0549
FB054930.CDF
cdf-fecal
FB0549
FB054931.CDF
cdf-fecal
FB0549
FB054932.CDF
cdf-fecal
FB0549
FB054933.CDF
cdf-fecal
FB0549
FB054934.CDF
cdf-fecal
FB0549
FB054935.CDF
cdf-fecal
FB0549
FB054936.CDF
cdf-fecal
FB0549
FB054937.CDF
cdf-fecal
FB0550
FB055001.CDF
cdf-fecal
FB0550
FB055002.CDF
cdf-fecal
FB0550
FB055003.CDF
cdf-fecal
FB0550
FB055004.CDF
cdf-fecal
FB0550
FB055005.CDF
cdf-fecal
FB0550
FB055006.CDF
cdf-fecal
FB0550
FB055007.CDF
cdf-fecal
FB0550
FB055008.CDF
cdf-fecal
FB0550
FB055009.CDF
cdf-fecal
FB0550
FB055010.CDF
cdf-fecal
FB0550
FB055011.CDF
cdf-fecal
FB0550
FB055012.CDF
cdf-fecal
FB0550
FB055013.CDF
cdf-fecal
FB0550
FB055014.CDF
cdf-fecal
FB0550
FB055015.CDF
cdf-fecal
FB0550
FB055016.CDF
cdf-fecal
FB0550
FB055017.CDF
cdf-fecal
FB0550
FB055018.CDF
cdf-fecal
FB0550
FB055019.CDF
cdf-fecal
FB0550
FB055020.CDF
cdf-fecal
FB0550
FB055021.CDF
cdf-fecal
FB0550
FB055022.CDF
cdf-fecal
FB0550
FB055023.CDF
cdf-fecal
FB0550
FB055024.CDF
cdf-fecal
FB0550
FB055025.CDF
cdf-fecal
FB0550
FB055026.CDF
cdf-fecal
FB0550
FB055027.CDF
cdf-fecal
FB0550
FB055028.CDF
cdf-fecal
FB0550
FB055029.CDF
cdf-fecal
FB0550
FB055030.CDF
cdf-fecal
FB0550
FB055031.CDF
cdf-fecal
FB0550
FB055032.CDF
cdf-fecal
FB0550
FB055033.CDF
cdf-fecal
FB0550
FB055034.CDF
cdf-fecal
FB0550
FB055035.CDF
cdf-fecal
FB0550
FB055036.CDF
cdf-fecal
FB0550
FB055037.CDF
cdf-fecal
FB0551
FB055101.CDF
cdf-fecal
FB0551
FB055102.CDF
cdf-fecal
FB0551
FB055103.CDF
cdf-fecal
FB0551
FB055104.CDF
cdf-fecal
FB0551
FB055105.CDF
cdf-fecal
FB0551
FB055106.CDF
cdf-fecal
FB0551
FB055107.CDF
cdf-fecal
FB0551
FB055108.CDF
cdf-fecal
FB0551
FB055109.CDF
cdf-fecal
FB0551
FB055110.CDF
cdf-fecal
FB0551
FB055111.CDF
cdf-fecal
FB0551
FB055112.CDF
cdf-fecal
FB0551
FB055113.CDF
cdf-fecal
FB0551
FB055114.CDF
cdf-fecal
FB0551
FB055115.CDF
cdf-fecal
FB0551
FB055116.CDF
cdf-fecal
FB0551
FB055117.CDF
cdf-fecal
FB0551
FB055118.CDF
cdf-fecal
FB0551
FB055119.CDF
cdf-fecal
FB0551
FB055120.CDF
cdf-fecal
FB0551
FB055121.CDF
cdf-fecal
FB0551
FB055122.CDF
cdf-fecal
FB0551
FB055123.CDF
cdf-fecal
FB0551
FB055124.CDF
cdf-fecal
FB0551
FB055125.CDF
cdf-fecal
FB0551
FB055126.CDF
cdf-fecal
FB0551
FB055127.CDF
cdf-fecal
FB0551
FB055128.CDF
cdf-fecal
FB0551
FB055129.CDF
cdf-fecal
FB0551
FB055130.CDF
cdf-fecal
FB0551
FB055131.CDF
cdf-fecal
FB0551
FB055132.CDF
cdf-fecal
FB0551
FB055133.CDF
cdf-fecal
FB0551
FB055134.CDF
cdf-fecal
FB0551
FB055135.CDF
cdf-fecal
FB0551
FB055136.CDF
cdf-fecal
FB0551
FB055137.CDF
cdf-fecal
FB0552
FB055201.CDF
cdf-fecal
FB0552
FB055202.CDF
cdf-fecal
FB0552
FB055203.CDF
cdf-fecal
FB0552
FB055204.CDF
cdf-fecal
FB0552
FB055205.CDF
cdf-fecal
FB0552
FB055206.CDF
cdf-fecal
FB0552
FB055207.CDF
cdf-fecal
FB0552
FB055208.CDF
cdf-fecal
FB0552
FB055209.CDF
cdf-fecal
FB0552
FB055210.CDF
cdf-fecal
FB0552
FB055211.CDF
cdf-fecal
FB0552
FB055212.CDF
cdf-fecal
FB0552
FB055213.CDF
cdf-fecal
FB0552
FB055214.CDF
cdf-fecal
FB0552
FB055215.CDF
cdf-fecal
FB0552
FB055216.CDF
cdf-fecal
FB0552
FB055217.CDF
cdf-fecal
FB0552
FB055218.CDF
cdf-fecal
FB0552
FB055219.CDF
cdf-fecal
FB0552
FB055220.CDF
cdf-fecal
FB0552
FB055221.CDF
cdf-fecal
FB0552
FB055222.CDF
cdf-fecal
FB0552
FB055223.CDF
cdf-fecal
FB0552
FB055224.CDF
cdf-fecal
FB0552
FB055225.CDF
cdf-fecal
FB0552
FB055226.CDF
cdf-fecal
FB0552
FB055227.CDF
cdf-fecal
FB0552
FB055228.CDF
cdf-fecal
FB0552
FB055229.CDF
cdf-fecal
FB0552
FB055230.CDF
cdf-fecal
FB0552
FB055231.CDF
cdf-fecal
FB0552
FB055232.CDF
cdf-fecal
FB0552
FB055233.CDF
cdf-fecal
FB0552
FB055234.CDF
cdf-fecal
FB0552
FB055235.CDF
cdf-fecal
FB0552
FB055236.CDF
cdf-fecal
FB0552
FB055237.CDF
cdf-fecal
FB0553
FB055301.CDF
cdf-fecal
FB0553
FB055302.CDF
cdf-fecal
FB0553
FB055303.CDF
cdf-fecal
FB0553
FB055304.CDF
cdf-fecal
FB0553
FB055305.CDF
cdf-fecal
FB0553
FB055306.CDF
cdf-fecal
FB0553
FB055307.CDF
cdf-fecal
FB0553
FB055308.CDF
cdf-fecal
FB0553
FB055309.CDF
cdf-fecal
FB0553
FB055310.CDF
cdf-fecal
FB0553
FB055311.CDF
cdf-fecal
FB0553
FB055312.CDF
cdf-fecal
FB0553
FB055313.CDF
cdf-fecal
FB0553
FB055314.CDF
cdf-fecal
FB0553
FB055315.CDF
cdf-fecal
FB0553
FB055316.CDF
cdf-fecal
FB0553
FB055317.CDF
cdf-fecal
FB0553
FB055318.CDF
cdf-fecal
FB0553
FB055319.CDF
cdf-fecal
FB0553
FB055320.CDF
cdf-fecal
FB0553
FB055321.CDF
cdf-fecal
FB0553
FB055322.CDF
cdf-fecal
FB0553
FB055323.CDF
cdf-fecal
FB0553
FB055324.CDF
cdf-fecal
FB0553
FB055325.CDF
cdf-fecal
FB0553
FB055326.CDF
cdf-fecal
FB0553
FB055327.CDF
cdf-fecal
FB0553
FB055328.CDF
cdf-fecal
FB0553
FB055329.CDF
cdf-fecal
FB0553
FB055330.CDF
cdf-fecal
FB0553
FB055331.CDF
cdf-fecal
FB0553
FB055332.CDF
cdf-fecal
FB0553
FB055333.CDF
cdf-fecal
FB0553
FB055334.CDF
cdf-fecal
FB0553
FB055335.CDF
cdf-fecal
FB0553
FB055336.CDF
cdf-fecal
FB0553
FB055337.CDF
cdf-fecal
FB0554
FB055401.CDF
cdf-fecal
FB0554
FB055402.CDF
cdf-fecal
FB0554
FB055403.CDF
cdf-fecal
FB0554
FB055404.CDF
cdf-fecal
FB0554
FB055405.CDF
cdf-fecal
FB0554
FB055406.CDF
cdf-fecal
FB0554
FB055407.CDF
cdf-fecal
FB0554
FB055408.CDF
cdf-fecal
FB0554
FB055409.CDF
cdf-fecal
FB0554
FB055410.CDF
cdf-fecal
FB0554
FB055411.CDF
cdf-fecal
FB0554
FB055412.CDF
cdf-fecal
FB0554
FB055413.CDF
cdf-fecal
FB0554
FB055414.CDF
cdf-fecal
FB0554
FB055415.CDF
cdf-fecal
FB0554
FB055416.CDF
cdf-fecal
FB0554
FB055417.CDF
cdf-fecal
FB0554
FB055418.CDF
cdf-fecal
FB0554
FB055419.CDF
cdf-fecal
FB0554
FB055420.CDF
cdf-fecal
FB0554
FB055421.CDF
cdf-fecal
FB0554
FB055422.CDF
cdf-fecal
FB0554
FB055423.CDF
cdf-fecal
FB0554
FB055424.CDF
cdf-fecal
FB0554
FB055425.CDF
cdf-fecal
FB0554
FB055426.CDF
cdf-fecal
FB0554
FB055427.CDF
cdf-fecal
FB0554
FB055428.CDF
cdf-fecal
FB0554
FB055429.CDF
cdf-fecal
FB0554
FB055430.CDF
cdf-fecal
FB0554
FB055431.CDF
cdf-fecal
FB0554
FB055432.CDF
cdf-fecal
FB0554
FB055433.CDF
cdf-fecal
FB0554
FB055434.CDF
cdf-fecal
FB0554
FB055435.CDF
cdf-fecal
FB0554
FB055436.CDF
cdf-fecal
FB0554
FB055437.CDF
cdf-fecal
FB0555
FB055501.CDF
cdf-fecal
FB0555
FB055502.CDF
cdf-fecal
FB0555
FB055503.CDF
cdf-fecal
FB0555
FB055504.CDF
cdf-fecal
FB0555
FB055505.CDF
cdf-fecal
FB0555
FB055506.CDF
cdf-fecal
FB0555
FB055507.CDF
cdf-fecal
FB0555
FB055508.CDF
cdf-fecal
FB0555
FB055509.CDF
cdf-fecal
FB0555
FB055510.CDF
cdf-fecal
FB0555
FB055511.CDF
cdf-fecal
FB0555
FB055512.CDF
cdf-fecal
FB0555
FB055513.CDF
cdf-fecal
FB0555
FB055514.CDF
cdf-fecal
FB0555
FB055515.CDF
cdf-fecal
FB0555
FB055516.CDF
cdf-fecal
FB0555
FB055517.CDF
cdf-fecal
FB0555
FB055518.CDF
cdf-fecal
FB0555
FB055519.CDF
cdf-fecal
FB0555
FB055520.CDF
cdf-fecal
FB0555
FB055521.CDF
cdf-fecal
FB0555
FB055522.CDF
cdf-fecal
FB0555
FB055523.CDF
cdf-fecal
FB0555
FB055524.CDF
cdf-fecal
FB0555
FB055525.CDF
cdf-fecal
FB0555
FB055526.CDF
cdf-fecal
FB0555
FB055527.CDF
cdf-fecal
FB0555
FB055528.CDF
cdf-fecal
FB0555
FB055529.CDF
cdf-fecal
FB0555
FB055530.CDF
cdf-fecal
FB0555
FB055531.CDF
cdf-fecal
FB0555
FB055532.CDF
cdf-fecal
FB0555
FB055533.CDF
cdf-fecal
FB0555
FB055534.CDF
cdf-fecal
FB0555
FB055535.CDF
cdf-fecal
FB0555
FB055536.CDF
cdf-fecal
FB0555
FB055537.CDF
cdf-fecal
FB0556
FB055601.CDF
cdf-fecal
FB0556
FB055602.CDF
cdf-fecal
FB0556
FB055603.CDF
cdf-fecal
FB0556
FB055604.CDF
cdf-fecal
FB0556
FB055605.CDF
cdf-fecal
FB0556
FB055606.CDF
cdf-fecal
FB0556
FB055607.CDF
cdf-fecal
FB0556
FB055608.CDF
cdf-fecal
FB0556
FB055609.CDF
cdf-fecal
FB0556
FB055610.CDF
cdf-fecal
FB0556
FB055611.CDF
cdf-fecal
FB0556
FB055612.CDF
cdf-fecal
FB0556
FB055613.CDF
cdf-fecal
FB0556
FB055614.CDF
cdf-fecal
FB0556
FB055615.CDF
cdf-fecal
FB0556
FB055616.CDF
cdf-fecal
FB0556
FB055617.CDF
cdf-fecal
FB0556
FB055618.CDF
cdf-fecal
FB0556
FB055619.CDF
cdf-fecal
FB0556
FB055620.CDF
cdf-fecal
FB0556
FB055621.CDF
cdf-fecal
FB0556
FB055622.CDF
cdf-fecal
FB0556
FB055623.CDF
cdf-fecal
FB0556
FB055624.CDF
cdf-fecal
FB0556
FB055625.CDF
cdf-fecal
FB0556
FB055626.CDF
cdf-fecal
FB0556
FB055627.CDF
cdf-fecal
FB0556
FB055628.CDF
cdf-fecal
FB0556
FB055629.CDF
cdf-fecal
FB0556
FB055630.CDF
cdf-fecal
FB0556
FB055631.CDF
cdf-fecal
FB0556
FB055632.CDF
cdf-fecal
FB0556
FB055633.CDF
cdf-fecal
FB0556
FB055634.CDF
cdf-fecal
FB0556
FB055635.CDF
cdf-fecal
FB0556
FB055636.CDF
cdf-fecal
FB0556
FB055637.CDF
cdf-fecal
FB0557
FB055701.CDF
cdf-fecal
FB0557
FB055702.CDF
cdf-fecal
FB0557
FB055703.CDF
cdf-fecal
FB0557
FB055704.CDF
cdf-fecal
FB0557
FB055705.CDF
cdf-fecal
FB0557
FB055706.CDF
cdf-fecal
FB0557
FB055707.CDF
cdf-fecal
FB0557
FB055708.CDF
cdf-fecal
FB0557
FB055709.CDF
cdf-fecal
FB0557
FB055710.CDF
cdf-fecal
FB0557
FB055711.CDF
cdf-fecal
FB0557
FB055712.CDF
cdf-fecal
FB0557
FB055713.CDF
cdf-fecal
FB0557
FB055714.CDF
cdf-fecal
FB0557
FB055715.CDF
cdf-fecal
FB0557
FB055716.CDF
cdf-fecal
FB0557
FB055717.CDF
cdf-fecal
FB0557
FB055718.CDF
cdf-fecal
FB0557
FB055719.CDF
cdf-fecal
FB0557
FB055720.CDF
cdf-fecal
FB0557
FB055721.CDF
cdf-fecal
FB0557
FB055722.CDF
cdf-fecal
FB0557
FB055723.CDF
cdf-fecal
FB0557
FB055724.CDF
cdf-fecal
FB0557
FB055725.CDF
cdf-fecal
FB0557
FB055726.CDF
cdf-fecal
FB0557
FB055727.CDF
cdf-fecal
FB0557
FB055728.CDF
cdf-fecal
FB0557
FB055729.CDF
cdf-fecal
FB0557
FB055730.CDF
cdf-fecal
FB0557
FB055731.CDF
cdf-fecal
FB0557
FB055732.CDF
cdf-fecal
FB0557
FB055733.CDF
cdf-fecal
FB0557
FB055734.CDF
cdf-fecal
FB0557
FB055735.CDF
cdf-fecal
FB0557
FB055736.CDF
cdf-fecal
FB0557
FB055737.CDF
cdf-fecal
FB0558
FB055801.CDF
cdf-fecal
FB0558
FB055802.CDF
cdf-fecal
FB0558
FB055803.CDF
cdf-fecal
FB0558
FB055804.CDF
cdf-fecal
FB0558
FB055805.CDF
cdf-fecal
FB0558
FB055806.CDF
cdf-fecal
FB0558
FB055807.CDF
cdf-fecal
FB0558
FB055808.CDF
cdf-fecal
FB0558
FB055809.CDF
cdf-fecal
FB0558
FB055810.CDF
cdf-fecal
FB0558
FB055811.CDF
cdf-fecal
FB0558
FB055812.CDF
cdf-fecal
FB0558
FB055813.CDF
cdf-fecal
FB0558
FB055814.CDF
cdf-fecal
FB0558
FB055815.CDF
cdf-fecal
FB0558
FB055816.CDF
cdf-fecal
FB0558
FB055817.CDF
cdf-fecal
FB0558
FB055818.CDF
cdf-fecal
FB0558
FB055819.CDF
cdf-fecal
FB0558
FB055820.CDF
cdf-fecal
FB0558
FB055821.CDF
cdf-fecal
FB0558
FB055822.CDF
cdf-fecal
FB0558
FB055823.CDF
cdf-fecal
FB0558
FB055824.CDF
cdf-fecal
FB0558
FB055825.CDF
cdf-fecal
FB0558
FB055826.CDF
cdf-fecal
FB0558
FB055827.CDF
cdf-fecal
FB0558
FB055828.CDF
cdf-fecal
FB0558
FB055829.CDF
cdf-fecal
FB0558
FB055830.CDF
cdf-fecal
FB0558
FB055831.CDF
cdf-fecal
FB0558
FB055832.CDF
cdf-fecal
FB0558
FB055833.CDF
cdf-fecal
FB0558
FB055834.CDF
cdf-fecal
FB0558
FB055835.CDF
cdf-fecal
FB0558
FB055836.CDF
cdf-fecal
FB0558
FB055837.CDF
cdf-fecal
FB0559
FB055901.CDF
cdf-fecal
FB0559
FB055902.CDF
cdf-fecal
FB0559
FB055903.CDF
cdf-fecal
FB0559
FB055904.CDF
cdf-fecal
FB0559
FB055905.CDF
cdf-fecal
FB0559
FB055906.CDF
cdf-fecal
FB0559
FB055907.CDF
cdf-fecal
FB0559
FB055908.CDF
cdf-fecal
FB0559
FB055909.CDF
cdf-fecal
FB0559
FB055910.CDF
cdf-fecal
FB0559
FB055911.CDF
cdf-fecal
FB0559
FB055912.CDF
cdf-fecal
FB0559
FB055913.CDF
cdf-fecal
FB0559
FB055914.CDF
cdf-fecal
FB0559
FB055915.CDF
cdf-fecal
FB0559
FB055916.CDF
cdf-fecal
FB0559
FB055917.CDF
cdf-fecal
FB0559
FB055918.CDF
cdf-fecal
FB0559
FB055919.CDF
cdf-fecal
FB0559
FB055920.CDF
cdf-fecal
FB0559
FB055921.CDF
cdf-fecal
FB0559
FB055922.CDF
cdf-fecal
FB0559
FB055923.CDF
cdf-fecal
FB0559
FB055924.CDF
cdf-fecal
FB0559
FB055925.CDF
cdf-fecal
FB0559
FB055926.CDF
cdf-fecal
FB0559
FB055927.CDF
cdf-fecal
FB0559
FB055928.CDF
cdf-fecal
FB0559
FB055929.CDF
cdf-fecal
FB0559
FB055930.CDF
cdf-fecal
FB0559
FB055931.CDF
cdf-fecal
FB0559
FB055932.CDF
cdf-fecal
FB0559
FB055933.CDF
cdf-fecal
FB0559
FB055934.CDF
cdf-fecal
FB0559
FB055935.CDF
cdf-fecal
FB0559
FB055936.CDF
cdf-fecal
FB0559
FB055937.CDF
cdf-fecal
FB0560
FB056001.CDF
cdf-fecal
FB0560
FB056002.CDF
cdf-fecal
FB0560
FB056003.CDF
cdf-fecal
FB0560
FB056004.CDF
cdf-fecal
FB0560
FB056005.CDF
cdf-fecal
FB0560
FB056006.CDF
cdf-fecal
FB0560
FB056007.CDF
cdf-fecal
FB0560
FB056008.CDF
cdf-fecal
FB0560
FB056009.CDF
cdf-fecal
FB0560
FB056010.CDF
cdf-fecal
FB0560
FB056011.CDF
cdf-fecal
FB0560
FB056012.CDF
cdf-fecal
FB0560
FB056013.CDF
cdf-fecal
FB0560
FB056014.CDF
cdf-fecal
FB0560
FB056015.CDF
cdf-fecal
FB0560
FB056016.CDF
cdf-fecal
FB0560
FB056017.CDF
cdf-fecal
FB0560
FB056018.CDF
cdf-fecal
FB0560
FB056019.CDF
cdf-fecal
FB0560
FB056020.CDF
cdf-fecal
FB0560
FB056021.CDF
cdf-fecal
FB0560
FB056022.CDF
cdf-fecal
FB0560
FB056023.CDF
cdf-fecal
FB0560
FB056024.CDF
cdf-fecal
FB0560
FB056025.CDF
cdf-fecal
FB0560
FB056026.CDF
cdf-fecal
FB0560
FB056027.CDF
cdf-fecal
FB0560
FB056028.CDF
cdf-fecal
FB0560
FB056029.CDF
cdf-fecal
FB0560
FB056030.CDF
cdf-fecal
FB0560
FB056031.CDF
cdf-fecal
FB0560
FB056032.CDF
cdf-fecal
FB0560
FB056033.CDF
cdf-fecal
FB0560
FB056034.CDF
cdf-fecal
FB0560
FB056035.CDF
cdf-fecal
FB0560
FB056036.CDF
cdf-fecal
FB0560
FB056037.CDF
cdf-fecal
FB0561
FB056101.CDF
cdf-fecal
FB0561
FB056102.CDF
cdf-fecal
FB0561
FB056103.CDF
cdf-fecal
FB0561
FB056104.CDF
cdf-fecal
FB0561
FB056105.CDF
cdf-fecal
FB0561
FB056106.CDF
cdf-fecal
FB0561
FB056107.CDF
cdf-fecal
FB0561
FB056108.CDF
cdf-fecal
FB0561
FB056109.CDF
cdf-fecal
FB0561
FB056110.CDF
cdf-fecal
FB0561
FB056111.CDF
cdf-fecal
FB0561
FB056112.CDF
cdf-fecal
FB0561
FB056113.CDF
cdf-fecal
FB0561
FB056114.CDF
cdf-fecal
FB0561
FB056115.CDF
cdf-fecal
FB0561
FB056116.CDF
cdf-fecal
FB0561
FB056117.CDF
cdf-fecal
FB0561
FB056118.CDF
cdf-fecal
FB0561
FB056119.CDF
cdf-fecal
FB0561
FB056120.CDF
cdf-fecal
FB0561
FB056121.CDF
cdf-fecal
FB0561
FB056122.CDF
cdf-fecal
FB0561
FB056123.CDF
cdf-fecal
FB0561
FB056124.CDF
cdf-fecal
FB0561
FB056125.CDF
cdf-fecal
FB0561
FB056126.CDF
cdf-fecal
FB0561
FB056127.CDF
cdf-fecal
FB0561
FB056128.CDF
cdf-fecal
FB0561
FB056129.CDF
cdf-fecal
FB0561
FB056130.CDF
cdf-fecal
FB0561
FB056131.CDF
cdf-fecal
FB0561
FB056132.CDF
cdf-fecal
FB0561
FB056133.CDF
cdf-fecal
FB0561
FB056134.CDF
cdf-fecal
FB0561
FB056135.CDF
cdf-fecal
FB0561
FB056136.CDF
cdf-fecal
FB0561
FB056137.CDF
cdf-fecal
FB0562
FB056201.CDF
cdf-fecal
FB0562
FB056202.CDF
cdf-fecal
FB0562
FB056203.CDF
cdf-fecal
FB0562
FB056204.CDF
cdf-fecal
FB0562
FB056205.CDF
cdf-fecal
FB0562
FB056206.CDF
cdf-fecal
FB0562
FB056207.CDF
cdf-fecal
FB0562
FB056208.CDF
cdf-fecal
FB0562
FB056209.CDF
cdf-fecal
FB0562
FB056210.CDF
cdf-fecal
FB0562
FB056211.CDF
cdf-fecal
FB0562
FB056212.CDF
cdf-fecal
FB0562
FB056213.CDF
cdf-fecal
FB0562
FB056214.CDF
cdf-fecal
FB0562
FB056215.CDF
cdf-fecal
FB0562
FB056216.CDF
cdf-fecal
FB0562
FB056217.CDF
cdf-fecal
FB0562
FB056218.CDF
cdf-fecal
FB0562
FB056219.CDF
cdf-fecal
FB0562
FB056220.CDF
cdf-fecal
FB0562
FB056221.CDF
cdf-fecal
FB0562
FB056222.CDF
cdf-fecal
FB0562
FB056223.CDF
cdf-fecal
FB0562
FB056224.CDF
cdf-fecal
FB0562
FB056225.CDF
cdf-fecal
FB0562
FB056226.CDF
cdf-fecal
FB0562
FB056227.CDF
cdf-fecal
FB0562
FB056228.CDF
cdf-fecal
FB0562
FB056229.CDF
cdf-fecal
FB0562
FB056230.CDF
cdf-fecal
FB0562
FB056231.CDF
cdf-fecal
FB0562
FB056232.CDF
cdf-fecal
FB0562
FB056233.CDF
cdf-fecal
FB0562
FB056234.CDF
cdf-fecal
FB0562
FB056235.CDF
cdf-fecal
FB0562
FB056236.CDF
cdf-fecal
FB0562
FB056237.CDF
cdf-fecal
FB0563
FB056301.CDF
cdf-fecal
FB0563
FB056302.CDF
cdf-fecal
FB0563
FB056303.CDF
cdf-fecal
FB0563
FB056304.CDF
cdf-fecal
FB0563
FB056305.CDF
cdf-fecal
FB0563
FB056306.CDF
cdf-fecal
FB0563
FB056307.CDF
cdf-fecal
FB0563
FB056308.CDF
cdf-fecal
FB0563
FB056309.CDF
cdf-fecal
FB0563
FB056310.CDF
cdf-fecal
FB0563
FB056311.CDF
cdf-fecal
FB0563
FB056312.CDF
cdf-fecal
FB0563
FB056313.CDF
cdf-fecal
FB0563
FB056314.CDF
cdf-fecal
FB0563
FB056315.CDF
cdf-fecal
FB0563
FB056316.CDF
cdf-fecal
FB0563
FB056317.CDF
cdf-fecal
FB0563
FB056318.CDF
cdf-fecal
FB0563
FB056319.CDF
cdf-fecal
FB0563
FB056320.CDF
cdf-fecal
FB0563
FB056321.CDF
cdf-fecal
FB0563
FB056322.CDF
cdf-fecal
FB0563
FB056323.CDF
cdf-fecal
FB0563
FB056324.CDF
cdf-fecal
FB0563
FB056325.CDF
cdf-fecal
FB0563
FB056326.CDF
cdf-fecal
FB0563
FB056327.CDF
cdf-fecal
FB0563
FB056328.CDF
cdf-fecal
FB0563
FB056329.CDF
cdf-fecal
FB0563
FB056330.CDF
cdf-fecal
FB0563
FB056331.CDF
cdf-fecal
FB0563
FB056332.CDF
cdf-fecal
FB0563
FB056333.CDF
cdf-fecal
FB0563
FB056334.CDF
cdf-fecal
FB0563
FB056335.CDF
cdf-fecal
FB0563
FB056336.CDF
cdf-fecal
FB0563
FB056337.CDF
cdf-fecal
FB0564
FB056401.CDF
cdf-fecal
FB0564
FB056402.CDF
cdf-fecal
FB0564
FB056403.CDF
cdf-fecal
FB0564
FB056404.CDF
cdf-fecal
FB0564
FB056405.CDF
cdf-fecal
FB0564
FB056406.CDF
cdf-fecal
FB0564
FB056407.CDF
cdf-fecal
FB0564
FB056408.CDF
cdf-fecal
FB0564
FB056409.CDF
cdf-fecal
FB0564
FB056410.CDF
cdf-fecal
FB0564
FB056411.CDF
cdf-fecal
FB0564
FB056412.CDF
cdf-fecal
FB0564
FB056413.CDF
cdf-fecal
FB0564
FB056414.CDF
cdf-fecal
FB0564
FB056415.CDF
cdf-fecal
FB0564
FB056416.CDF
cdf-fecal
FB0564
FB056417.CDF
cdf-fecal
FB0564
FB056418.CDF
cdf-fecal
FB0564
FB056419.CDF
cdf-fecal
FB0564
FB056420.CDF
cdf-fecal
FB0564
FB056421.CDF
cdf-fecal
FB0564
FB056422.CDF
cdf-fecal
FB0564
FB056423.CDF
cdf-fecal
FB0564
FB056424.CDF
cdf-fecal
FB0564
FB056425.CDF
cdf-fecal
FB0564
FB056426.CDF
cdf-fecal
FB0564
FB056427.CDF
cdf-fecal
FB0564
FB056428.CDF
cdf-fecal
FB0564
FB056429.CDF
cdf-fecal
FB0564
FB056430.CDF
cdf-fecal
FB0564
FB056431.CDF
cdf-fecal
FB0564
FB056432.CDF
cdf-fecal
FB0564
FB056433.CDF
cdf-fecal
FB0564
FB056434.CDF
cdf-fecal
FB0564
FB056435.CDF
cdf-fecal
FB0564
FB056436.CDF
cdf-fecal
FB0564
FB056437.CDF
cdf-fecal
FB0565
FB056501.CDF
cdf-fecal
FB0565
FB056502.CDF
cdf-fecal
FB0565
FB056503.CDF
cdf-fecal
FB0565
FB056504.CDF
cdf-fecal
FB0565
FB056505.CDF
cdf-fecal
FB0565
FB056506.CDF
cdf-fecal
FB0565
FB056507.CDF
cdf-fecal
FB0565
FB056508.CDF
cdf-fecal
FB0565
FB056509.CDF
cdf-fecal
FB0565
FB056510.CDF
cdf-fecal
FB0565
FB056511.CDF
cdf-fecal
FB0565
FB056512.CDF
cdf-fecal
FB0565
FB056513.CDF
cdf-fecal
FB0565
FB056514.CDF
cdf-fecal
FB0565
FB056515.CDF
cdf-fecal
FB0565
FB056516.CDF
cdf-fecal
FB0565
FB056517.CDF
cdf-fecal
FB0565
FB056518.CDF
cdf-fecal
FB0565
FB056519.CDF
cdf-fecal
FB0565
FB056520.CDF
cdf-fecal
FB0565
FB056521.CDF
cdf-fecal
FB0565
FB056522.CDF
cdf-fecal
FB0565
FB056523.CDF
cdf-fecal
FB0565
FB056524.CDF
cdf-fecal
FB0565
FB056525.CDF
cdf-fecal
FB0565
FB056526.CDF
cdf-fecal
FB0565
FB056527.CDF
cdf-fecal
FB0565
FB056528.CDF
cdf-fecal
FB0565
FB056529.CDF
cdf-fecal
FB0565
FB056530.CDF
cdf-fecal
FB0565
FB056531.CDF
cdf-fecal
FB0565
FB056532.CDF
cdf-fecal
FB0565
FB056533.CDF
cdf-fecal
FB0565
FB056534.CDF
cdf-fecal
FB0565
FB056535.CDF
cdf-fecal
FB0565
FB056536.CDF
cdf-fecal
FB0565
FB056537.CDF
cdf-fecal
FB0566
FB056601.CDF
cdf-fecal
FB0566
FB056602.CDF
cdf-fecal
FB0566
FB056603.CDF
cdf-fecal
FB0566
FB056604.CDF
cdf-fecal
FB0566
FB056605.CDF
cdf-fecal
FB0566
FB056606.CDF
cdf-fecal
FB0566
FB056607.CDF
cdf-fecal
FB0566
FB056608.CDF
cdf-fecal
FB0566
FB056609.CDF
cdf-fecal
FB0566
FB056610.CDF
cdf-fecal
FB0566
FB056611.CDF
cdf-fecal
FB0566
FB056612.CDF
cdf-fecal
FB0566
FB056613.CDF
cdf-fecal
FB0566
FB056614.CDF
cdf-fecal
FB0566
FB056615.CDF
cdf-fecal
FB0566
FB056616.CDF
cdf-fecal
FB0566
FB056617.CDF
cdf-fecal
FB0566
FB056618.CDF
cdf-fecal
FB0566
FB056619.CDF
cdf-fecal
FB0566
FB056620.CDF
cdf-fecal
FB0566
FB056621.CDF
cdf-fecal
FB0566
FB056622.CDF
cdf-fecal
FB0566
FB056623.CDF
cdf-fecal
FB0566
FB056624.CDF
cdf-fecal
FB0566
FB056625.CDF
cdf-fecal
FB0566
FB056626.CDF
cdf-fecal
FB0566
FB056627.CDF
cdf-fecal
FB0566
FB056628.CDF
cdf-fecal
FB0566
FB056629.CDF
cdf-fecal
FB0566
FB056630.CDF
cdf-fecal
FB0566
FB056631.CDF
cdf-fecal
FB0566
FB056632.CDF
cdf-fecal
FB0566
FB056633.CDF
cdf-fecal
FB0566
FB056634.CDF
cdf-fecal
FB0566
FB056635.CDF
cdf-fecal
FB0566
FB056636.CDF
cdf-fecal
FB0566
FB056637.CDF
cdf-fecal
FB0567
FB056701.CDF
cdf-fecal
FB0567
FB056702.CDF
cdf-fecal
FB0567
FB056703.CDF
cdf-fecal
FB0567
FB056704.CDF
cdf-fecal
FB0567
FB056705.CDF
cdf-fecal
FB0567
FB056706.CDF
cdf-fecal
FB0567
FB056707.CDF
cdf-fecal
FB0567
FB056708.CDF
cdf-fecal
FB0567
FB056709.CDF
cdf-fecal
FB0567
FB056710.CDF
cdf-fecal
FB0567
FB056711.CDF
cdf-fecal
FB0567
FB056712.CDF
cdf-fecal
FB0567
FB056713.CDF
cdf-fecal
FB0567
FB056714.CDF
cdf-fecal
FB0567
FB056715.CDF
cdf-fecal
FB0567
FB056716.CDF
cdf-fecal
FB0567
FB056717.CDF
cdf-fecal
FB0567
FB056718.CDF
cdf-fecal
FB0567
FB056719.CDF
cdf-fecal
FB0567
FB056720.CDF
cdf-fecal
FB0567
FB056721.CDF
cdf-fecal
FB0567
FB056722.CDF
cdf-fecal
FB0567
FB056723.CDF
cdf-fecal
FB0567
FB056724.CDF
cdf-fecal
FB0567
FB056725.CDF
cdf-fecal
FB0567
FB056726.CDF
cdf-fecal
FB0567
FB056727.CDF
cdf-fecal
FB0567
FB056728.CDF
cdf-fecal
FB0567
FB056729.CDF
cdf-fecal
FB0567
FB056730.CDF
cdf-fecal
FB0567
FB056731.CDF
cdf-fecal
FB0567
FB056732.CDF
cdf-fecal
FB0567
FB056733.CDF
cdf-fecal
FB0567
FB056734.CDF
cdf-fecal
FB0567
FB056735.CDF
cdf-fecal
FB0567
FB056736.CDF
cdf-fecal
FB0567
FB056737.CDF
cdf-fecal
FB0568
FB056801.CDF
cdf-fecal
FB0568
FB056802.CDF
cdf-fecal
FB0568
FB056803.CDF
cdf-fecal
FB0568
FB056804.CDF
cdf-fecal
FB0568
FB056805.CDF
cdf-fecal
FB0568
FB056806.CDF
cdf-fecal
FB0568
FB056807.CDF
cdf-fecal
FB0568
FB056808.CDF
cdf-fecal
FB0568
FB056809.CDF
cdf-fecal
FB0568
FB056810.CDF
cdf-fecal
FB0568
FB056811.CDF
cdf-fecal
FB0568
FB056812.CDF
cdf-fecal
FB0568
FB056813.CDF
cdf-fecal
FB0568
FB056814.CDF
cdf-fecal
FB0568
FB056815.CDF
cdf-fecal
FB0568
FB056816.CDF
cdf-fecal
FB0568
FB056817.CDF
cdf-fecal
FB0568
FB056818.CDF
cdf-fecal
FB0568
FB056819.CDF
cdf-fecal
FB0568
FB056820.CDF
cdf-fecal
FB0568
FB056821.CDF
cdf-fecal
FB0568
FB056822.CDF
cdf-fecal
FB0568
FB056823.CDF
cdf-fecal
FB0568
FB056824.CDF
cdf-fecal
FB0568
FB056825.CDF
cdf-fecal
FB0568
FB056826.CDF
cdf-fecal
FB0568
FB056827.CDF
cdf-fecal
FB0568
FB056828.CDF
cdf-fecal
FB0568
FB056829.CDF
cdf-fecal
FB0568
FB056830.CDF
cdf-fecal
FB0568
FB056831.CDF
cdf-fecal
FB0568
FB056832.CDF
cdf-fecal
FB0568
FB056833.CDF
cdf-fecal
FB0568
FB056834.CDF
cdf-fecal
FB0568
FB056835.CDF
cdf-fecal
FB0568
FB056836.CDF
cdf-fecal
FB0568
FB056837.CDF
cdf-fecal
FB0569
FB056901.CDF
cdf-fecal
FB0569
FB056902.CDF
cdf-fecal
FB0569
FB056903.CDF
cdf-fecal
FB0569
FB056904.CDF
cdf-fecal
FB0569
FB056905.CDF
cdf-fecal
FB0569
FB056906.CDF
cdf-fecal
FB0569
FB056907.CDF
cdf-fecal
FB0569
FB056908.CDF
cdf-fecal
FB0569
FB056909.CDF
cdf-fecal
FB0569
FB056910.CDF
cdf-fecal
FB0569
FB056911.CDF
cdf-fecal
FB0569
FB056912.CDF
cdf-fecal
FB0569
FB056913.CDF
cdf-fecal
FB0569
FB056914.CDF
cdf-fecal
FB0569
FB056915.CDF
cdf-fecal
FB0569
FB056916.CDF
cdf-fecal
FB0569
FB056917.CDF
cdf-fecal
FB0569
FB056918.CDF
cdf-fecal
FB0569
FB056919.CDF
cdf-fecal
FB0569
FB056920.CDF
cdf-fecal
FB0569
FB056921.CDF
cdf-fecal
FB0569
FB056922.CDF
cdf-fecal
FB0569
FB056923.CDF
cdf-fecal
FB0569
FB056924.CDF
cdf-fecal
FB0569
FB056925.CDF
cdf-fecal
FB0569
FB056926.CDF
cdf-fecal
FB0569
FB056927.CDF
cdf-fecal
FB0569
FB056928.CDF
cdf-fecal
FB0569
FB056929.CDF
cdf-fecal
FB0569
FB056930.CDF
cdf-fecal
FB0569
FB056931.CDF
cdf-fecal
FB0569
FB056932.CDF
cdf-fecal
FB0569
FB056933.CDF
cdf-fecal
FB0569
FB056934.CDF
cdf-fecal
FB0569
FB056935.CDF
cdf-fecal
FB0569
FB056936.CDF
cdf-fecal
FB0569
FB056937.CDF
cdf-fecal
FB0570
FB057001.CDF
cdf-fecal
FB0570
FB057002.CDF
cdf-fecal
FB0570
FB057003.CDF
cdf-fecal
FB0570
FB057004.CDF
cdf-fecal
FB0570
FB057005.CDF
cdf-fecal
FB0570
FB057006.CDF
cdf-fecal
FB0570
FB057007.CDF
cdf-fecal
FB0570
FB057008.CDF
cdf-fecal
FB0570
FB057009.CDF
cdf-fecal
FB0570
FB057010.CDF
cdf-fecal
FB0570
FB057011.CDF
cdf-fecal
FB0570
FB057012.CDF
cdf-fecal
FB0570
FB057013.CDF
cdf-fecal
FB0570
FB057014.CDF
cdf-fecal
FB0570
FB057015.CDF
cdf-fecal
FB0570
FB057016.CDF
cdf-fecal
FB0570
FB057017.CDF
cdf-fecal
FB0570
FB057018.CDF
cdf-fecal
FB0570
FB057019.CDF
cdf-fecal
FB0570
FB057020.CDF
cdf-fecal
FB0570
FB057021.CDF
cdf-fecal
FB0570
FB057022.CDF
cdf-fecal
FB0570
FB057023.CDF
cdf-fecal
FB0570
FB057024.CDF
cdf-fecal
FB0570
FB057025.CDF
cdf-fecal
FB0570
FB057026.CDF
cdf-fecal
FB0570
FB057027.CDF
cdf-fecal
FB0570
FB057028.CDF
cdf-fecal
FB0570
FB057029.CDF
cdf-fecal
FB0570
FB057030.CDF
cdf-fecal
FB0570
FB057031.CDF
cdf-fecal
FB0570
FB057032.CDF
cdf-fecal
FB0570
FB057033.CDF
cdf-fecal
FB0570
FB057034.CDF
cdf-fecal
FB0570
FB057035.CDF
cdf-fecal
FB0570
FB057036.CDF
cdf-fecal
FB0570
FB057037.CDF
cdf-fecal
FB0571
FB057101.CDF
cdf-fecal
FB0571
FB057102.CDF
cdf-fecal
FB0571
FB057103.CDF
cdf-fecal
FB0571
FB057104.CDF
cdf-fecal
FB0571
FB057105.CDF
cdf-fecal
FB0571
FB057106.CDF
cdf-fecal
FB0571
FB057107.CDF
cdf-fecal
FB0571
FB057108.CDF
cdf-fecal
FB0571
FB057109.CDF
cdf-fecal
FB0571
FB057110.CDF
cdf-fecal
FB0571
FB057111.CDF
cdf-fecal
FB0571
FB057112.CDF
cdf-fecal
FB0571
FB057113.CDF
cdf-fecal
FB0571
FB057114.CDF
cdf-fecal
FB0571
FB057115.CDF
cdf-fecal
FB0571
FB057116.CDF
cdf-fecal
FB0571
FB057117.CDF
cdf-fecal
FB0571
FB057118.CDF
cdf-fecal
FB0571
FB057119.CDF
cdf-fecal
FB0571
FB057120.CDF
cdf-fecal
FB0571
FB057121.CDF
cdf-fecal
FB0571
FB057122.CDF
cdf-fecal
FB0571
FB057123.CDF
cdf-fecal
FB0571
FB057124.CDF
cdf-fecal
FB0571
FB057125.CDF
cdf-fecal
FB0571
FB057126.CDF
cdf-fecal
FB0571
FB057127.CDF
cdf-fecal
FB0571
FB057128.CDF
cdf-fecal
FB0571
FB057129.CDF
cdf-fecal
FB0571
FB057130.CDF
cdf-fecal
FB0571
FB057131.CDF
cdf-fecal
FB0571
FB057132.CDF
cdf-fecal
FB0571
FB057133.CDF
cdf-fecal
FB0571
FB057134.CDF
cdf-fecal
FB0571
FB057135.CDF
cdf-fecal
FB0571
FB057136.CDF
cdf-fecal
FB0571
FB057137.CDF
cdf-fecal
FB0572
FB057201.CDF
cdf-fecal
FB0572
FB057202.CDF
cdf-fecal
FB0572
FB057203.CDF
cdf-fecal
FB0572
FB057204.CDF
cdf-fecal
FB0572
FB057205.CDF
cdf-fecal
FB0572
FB057206.CDF
cdf-fecal
FB0572
FB057207.CDF
cdf-fecal
FB0572
FB057208.CDF
cdf-fecal
FB0572
FB057209.CDF
cdf-fecal
FB0572
FB057210.CDF
cdf-fecal
FB0572
FB057211.CDF
cdf-fecal
FB0572
FB057212.CDF
cdf-fecal
FB0572
FB057213.CDF
cdf-fecal
FB0572
FB057214.CDF
cdf-fecal
FB0572
FB057215.CDF
cdf-fecal
FB0572
FB057216.CDF
cdf-fecal
FB0572
FB057217.CDF
cdf-fecal
FB0572
FB057218.CDF
cdf-fecal
FB0572
FB057219.CDF
cdf-fecal
FB0572
FB057220.CDF
cdf-fecal
FB0572
FB057221.CDF
cdf-fecal
FB0572
FB057222.CDF
cdf-fecal
FB0572
FB057223.CDF
cdf-fecal
FB0572
FB057224.CDF
cdf-fecal
FB0572
FB057225.CDF
cdf-fecal
FB0572
FB057226.CDF
cdf-fecal
FB0572
FB057227.CDF
cdf-fecal
FB0572
FB057228.CDF
cdf-fecal
FB0572
FB057229.CDF
cdf-fecal
FB0572
FB057230.CDF
cdf-fecal
FB0572
FB057231.CDF
cdf-fecal
FB0572
FB057232.CDF
cdf-fecal
FB0572
FB057233.CDF
cdf-fecal
FB0572
FB057234.CDF
cdf-fecal
FB0572
FB057235.CDF
cdf-fecal
FB0572
FB057236.CDF
cdf-fecal
FB0572
FB057237.CDF
cdf-fecal
FB0573
FB057301.CDF
cdf-fecal
FB0573
FB057302.CDF
cdf-fecal
FB0573
FB057303.CDF
cdf-fecal
FB0573
FB057304.CDF
cdf-fecal
FB0573
FB057305.CDF
cdf-fecal
FB0573
FB057306.CDF
cdf-fecal
FB0573
FB057307.CDF
cdf-fecal
FB0573
FB057308.CDF
cdf-fecal
FB0573
FB057309.CDF
cdf-fecal
FB0573
FB057310.CDF
cdf-fecal
FB0573
FB057311.CDF
cdf-fecal
FB0573
FB057312.CDF
cdf-fecal
FB0573
FB057313.CDF
cdf-fecal
FB0573
FB057314.CDF
cdf-fecal
FB0573
FB057315.CDF
cdf-fecal
FB0573
FB057316.CDF
cdf-fecal
FB0573
FB057317.CDF
cdf-fecal
FB0573
FB057318.CDF
cdf-fecal
FB0573
FB057319.CDF
cdf-fecal
FB0573
FB057320.CDF
cdf-fecal
FB0573
FB057321.CDF
cdf-fecal
FB0573
FB057322.CDF
cdf-fecal
FB0573
FB057323.CDF
cdf-fecal
FB0573
FB057324.CDF
cdf-fecal
FB0573
FB057325.CDF
cdf-fecal
FB0573
FB057326.CDF
cdf-fecal
FB0573
FB057327.CDF
cdf-fecal
FB0573
FB057328.CDF
cdf-fecal
FB0573
FB057329.CDF
cdf-fecal
FB0573
FB057330.CDF
cdf-fecal
FB0573
FB057331.CDF
cdf-fecal
FB0573
FB057332.CDF
cdf-fecal
FB0573
FB057333.CDF
cdf-fecal
FB0573
FB057334.CDF
cdf-fecal
FB0573
FB057335.CDF
cdf-fecal
FB0573
FB057336.CDF
cdf-fecal
FB0573
FB057337.CDF
cdf-fecal
FB0574
FB057401.CDF
cdf-fecal
FB0574
FB057402.CDF
cdf-fecal
FB0574
FB057403.CDF
cdf-fecal
FB0574
FB057404.CDF
cdf-fecal
FB0574
FB057405.CDF
cdf-fecal
FB0574
FB057406.CDF
cdf-fecal
FB0574
FB057407.CDF
cdf-fecal
FB0574
FB057408.CDF
cdf-fecal
FB0574
FB057409.CDF
cdf-fecal
FB0574
FB057410.CDF
cdf-fecal
FB0574
FB057411.CDF
cdf-fecal
FB0574
FB057412.CDF
cdf-fecal
FB0574
FB057413.CDF
cdf-fecal
FB0574
FB057414.CDF
cdf-fecal
FB0574
FB057415.CDF
cdf-fecal
FB0574
FB057416.CDF
cdf-fecal
FB0574
FB057417.CDF
cdf-fecal
FB0574
FB057418.CDF
cdf-fecal
FB0574
FB057419.CDF
cdf-fecal
FB0574
FB057420.CDF
cdf-fecal
FB0574
FB057421.CDF
cdf-fecal
FB0574
FB057422.CDF
cdf-fecal
FB0574
FB057423.CDF
cdf-fecal
FB0574
FB057424.CDF
cdf-fecal
FB0574
FB057425.CDF
cdf-fecal
FB0574
FB057426.CDF
cdf-fecal
FB0574
FB057427.CDF
cdf-fecal
FB0574
FB057428.CDF
cdf-fecal
FB0574
FB057429.CDF
cdf-fecal
FB0574
FB057430.CDF
cdf-fecal
FB0574
FB057431.CDF
cdf-fecal
FB0574
FB057432.CDF
cdf-fecal
FB0574
FB057433.CDF
cdf-fecal
FB0574
FB057434.CDF
cdf-fecal
FB0574
FB057435.CDF
cdf-fecal
FB0574
FB057436.CDF
cdf-fecal
FB0574
FB057437.CDF
cdf-fecal
FB0575
FB057501.CDF
cdf-fecal
FB0575
FB057502.CDF
cdf-fecal
FB0575
FB057503.CDF
cdf-fecal
FB0575
FB057504.CDF
cdf-fecal
FB0575
FB057505.CDF
cdf-fecal
FB0575
FB057506.CDF
cdf-fecal
FB0575
FB057507.CDF
cdf-fecal
FB0575
FB057508.CDF
cdf-fecal
FB0575
FB057509.CDF
cdf-fecal
FB0575
FB057510.CDF
cdf-fecal
FB0575
FB057511.CDF
cdf-fecal
FB0575
FB057512.CDF
cdf-fecal
FB0575
FB057513.CDF
cdf-fecal
FB0575
FB057514.CDF
cdf-fecal
FB0575
FB057515.CDF
cdf-fecal
FB0575
FB057516.CDF
cdf-fecal
FB0575
FB057517.CDF
cdf-fecal
FB0575
FB057518.CDF
cdf-fecal
FB0575
FB057519.CDF
cdf-fecal
FB0575
FB057520.CDF
cdf-fecal
FB0575
FB057521.CDF
cdf-fecal
FB0575
FB057522.CDF
cdf-fecal
FB0575
FB057523.CDF
cdf-fecal
FB0575
FB057524.CDF
cdf-fecal
FB0575
FB057525.CDF
cdf-fecal
FB0575
FB057526.CDF
cdf-fecal
FB0575
FB057527.CDF
cdf-fecal
FB0575
FB057528.CDF
cdf-fecal
FB0575
FB057529.CDF
cdf-fecal
FB0575
FB057530.CDF
cdf-fecal
FB0575
FB057531.CDF
cdf-fecal
FB0575
FB057532.CDF
cdf-fecal
FB0575
FB057533.CDF
cdf-fecal
FB0575
FB057534.CDF
cdf-fecal
FB0575
FB057535.CDF
cdf-fecal
FB0575
FB057536.CDF
cdf-fecal
FB0575
FB057537.CDF
cdf-fecal
FB0576
FB057601.CDF
cdf-fecal
FB0576
FB057602.CDF
cdf-fecal
FB0576
FB057603.CDF
cdf-fecal
FB0576
FB057604.CDF
cdf-fecal
FB0576
FB057605.CDF
cdf-fecal
FB0576
FB057606.CDF
cdf-fecal
FB0576
FB057607.CDF
cdf-fecal
FB0576
FB057608.CDF
cdf-fecal
FB0576
FB057609.CDF
cdf-fecal
FB0576
FB057610.CDF
cdf-fecal
FB0576
FB057611.CDF
cdf-fecal
FB0576
FB057612.CDF
cdf-fecal
FB0576
FB057613.CDF
cdf-fecal
FB0576
FB057614.CDF
cdf-fecal
FB0576
FB057615.CDF
cdf-fecal
FB0576
FB057616.CDF
cdf-fecal
FB0576
FB057617.CDF
cdf-fecal
FB0576
FB057618.CDF
cdf-fecal
FB0576
FB057619.CDF
cdf-fecal
FB0576
FB057620.CDF
cdf-fecal
FB0576
FB057621.CDF
cdf-fecal
FB0576
FB057622.CDF
cdf-fecal
FB0576
FB057623.CDF
cdf-fecal
FB0576
FB057624.CDF
cdf-fecal
FB0576
FB057625.CDF
cdf-fecal
FB0576
FB057626.CDF
cdf-fecal
FB0576
FB057627.CDF
cdf-fecal
FB0576
FB057628.CDF
cdf-fecal
FB0576
FB057629.CDF
cdf-fecal
FB0576
FB057630.CDF
cdf-fecal
FB0576
FB057631.CDF
cdf-fecal
FB0576
FB057632.CDF
cdf-fecal
FB0576
FB057633.CDF
cdf-fecal
FB0576
FB057634.CDF
cdf-fecal
FB0576
FB057635.CDF
cdf-fecal
FB0576
FB057636.CDF
cdf-fecal
FB0576
FB057637.CDF
cdf-fecal
FB0577
FB057701.CDF
cdf-fecal
FB0577
FB057702.CDF
cdf-fecal
FB0577
FB057703.CDF
cdf-fecal
FB0577
FB057704.CDF
cdf-fecal
FB0577
FB057705.CDF
cdf-fecal
FB0577
FB057706.CDF
cdf-fecal
FB0577
FB057707.CDF
cdf-fecal
FB0577
FB057708.CDF
cdf-fecal
FB0577
FB057709.CDF
cdf-fecal
FB0577
FB057710.CDF
cdf-fecal
FB0577
FB057711.CDF
cdf-fecal
FB0577
FB057712.CDF
cdf-fecal
FB0577
FB057713.CDF
cdf-fecal
FB0577
FB057714.CDF
cdf-fecal
FB0577
FB057715.CDF
cdf-fecal
FB0577
FB057716.CDF
cdf-fecal
FB0577
FB057717.CDF
cdf-fecal
FB0577
FB057718.CDF
cdf-fecal
FB0577
FB057719.CDF
cdf-fecal
FB0577
FB057720.CDF
cdf-fecal
FB0577
FB057721.CDF
cdf-fecal
FB0577
FB057722.CDF
cdf-fecal
FB0577
FB057723.CDF
cdf-fecal
FB0577
FB057724.CDF
cdf-fecal
FB0577
FB057725.CDF
cdf-fecal
FB0577
FB057726.CDF
cdf-fecal
FB0577
FB057727.CDF
cdf-fecal
FB0577
FB057728.CDF
cdf-fecal
FB0577
FB057729.CDF
cdf-fecal
FB0577
FB057730.CDF
cdf-fecal
FB0577
FB057731.CDF
cdf-fecal
FB0577
FB057732.CDF
cdf-fecal
FB0577
FB057733.CDF
cdf-fecal
FB0577
FB057734.CDF
cdf-fecal
FB0577
FB057735.CDF
cdf-fecal
FB0577
FB057736.CDF
cdf-fecal
FB0577
FB057737.CDF
cdf-fecal
FB0578
FB057801.CDF
cdf-fecal
FB0578
FB057802.CDF
cdf-fecal
FB0578
FB057803.CDF
cdf-fecal
FB0578
FB057804.CDF
cdf-fecal
FB0578
FB057805.CDF
cdf-fecal
FB0578
FB057806.CDF
cdf-fecal
FB0578
FB057807.CDF
cdf-fecal
FB0578
FB057808.CDF
cdf-fecal
FB0578
FB057809.CDF
cdf-fecal
FB0578
FB057810.CDF
cdf-fecal
FB0578
FB057811.CDF
cdf-fecal
FB0578
FB057812.CDF
cdf-fecal
FB0578
FB057813.CDF
cdf-fecal
FB0578
FB057814.CDF
cdf-fecal
FB0578
FB057815.CDF
cdf-fecal
FB0578
FB057816.CDF
cdf-fecal
FB0578
FB057817.CDF
cdf-fecal
FB0578
FB057818.CDF
cdf-fecal
FB0578
FB057819.CDF
cdf-fecal
FB0578
FB057820.CDF
cdf-fecal
FB0578
FB057821.CDF
cdf-fecal
FB0578
FB057822.CDF
cdf-fecal
FB0578
FB057823.CDF
cdf-fecal
FB0578
FB057824.CDF
cdf-fecal
FB0578
FB057825.CDF
cdf-fecal
FB0578
FB057826.CDF
cdf-fecal
FB0578
FB057827.CDF
cdf-fecal
FB0578
FB057828.CDF
cdf-fecal
FB0578
FB057829.CDF
cdf-fecal
FB0578
FB057830.CDF
cdf-fecal
FB0578
FB057831.CDF
cdf-fecal
FB0578
FB057832.CDF
cdf-fecal
FB0578
FB057833.CDF
cdf-fecal
FB0578
FB057834.CDF
cdf-fecal
FB0578
FB057835.CDF
cdf-fecal
FB0578
FB057836.CDF
cdf-fecal
FB0578
FB057837.CDF
cdf-fecal
FB0579
FB057901.CDF
cdf-fecal
FB0579
FB057902.CDF
cdf-fecal
FB0579
FB057903.CDF
cdf-fecal
FB0579
FB057904.CDF
cdf-fecal
FB0579
FB057905.CDF
cdf-fecal
FB0579
FB057906.CDF
cdf-fecal
FB0579
FB057907.CDF
cdf-fecal
FB0579
FB057908.CDF
cdf-fecal
FB0579
FB057909.CDF
cdf-fecal
FB0579
FB057910.CDF
cdf-fecal
FB0579
FB057911.CDF
cdf-fecal
FB0579
FB057912.CDF
cdf-fecal
FB0579
FB057913.CDF
cdf-fecal
FB0579
FB057914.CDF
cdf-fecal
FB0579
FB057915.CDF
cdf-fecal
FB0579
FB057916.CDF
cdf-fecal
FB0579
FB057917.CDF
cdf-fecal
FB0579
FB057918.CDF
cdf-fecal
FB0579
FB057919.CDF
cdf-fecal
FB0579
FB057920.CDF
cdf-fecal
FB0579
FB057921.CDF
cdf-fecal
FB0579
FB057922.CDF
cdf-fecal
FB0579
FB057923.CDF
cdf-fecal
FB0579
FB057924.CDF
cdf-fecal
FB0579
FB057925.CDF
cdf-fecal
FB0579
FB057926.CDF
cdf-fecal
FB0579
FB057927.CDF
cdf-fecal
FB0579
FB057928.CDF
cdf-fecal
FB0579
FB057929.CDF
cdf-fecal
FB0579
FB057930.CDF
cdf-fecal
FB0579
FB057931.CDF
cdf-fecal
FB0579
FB057932.CDF
cdf-fecal
FB0579
FB057933.CDF
cdf-fecal
FB0579
FB057934.CDF
cdf-fecal
FB0579
FB057935.CDF
cdf-fecal
FB0579
FB057936.CDF
cdf-fecal
FB0579
FB057937.CDF
cdf-fecal
FB0580
FB058001.CDF
cdf-fecal
FB0580
FB058002.CDF
cdf-fecal
FB0580
FB058003.CDF
cdf-fecal
FB0580
FB058004.CDF
cdf-fecal
FB0580
FB058005.CDF
cdf-fecal
FB0580
FB058006.CDF
cdf-fecal
FB0580
FB058007.CDF
cdf-fecal
FB0580
FB058008.CDF
cdf-fecal
FB0580
FB058009.CDF
cdf-fecal
FB0580
FB058010.CDF
cdf-fecal
FB0580
FB058011.CDF
cdf-fecal
FB0580
FB058012.CDF
cdf-fecal
FB0580
FB058013.CDF
cdf-fecal
FB0580
FB058014.CDF
cdf-fecal
FB0580
FB058015.CDF
cdf-fecal
FB0580
FB058016.CDF
cdf-fecal
FB0580
FB058017.CDF
cdf-fecal
FB0580
FB058018.CDF
cdf-fecal
FB0580
FB058019.CDF
cdf-fecal
FB0580
FB058020.CDF
cdf-fecal
FB0580
FB058021.CDF
cdf-fecal
FB0580
FB058022.CDF
cdf-fecal
FB0580
FB058023.CDF
cdf-fecal
FB0580
FB058024.CDF
cdf-fecal
FB0580
FB058025.CDF
cdf-fecal
FB0580
FB058026.CDF
cdf-fecal
FB0580
FB058027.CDF
cdf-fecal
FB0580
FB058028.CDF
cdf-fecal
FB0580
FB058029.CDF
cdf-fecal
FB0580
FB058030.CDF
cdf-fecal
FB0580
FB058031.CDF
cdf-fecal
FB0580
FB058032.CDF
cdf-fecal
FB0580
FB058033.CDF
cdf-fecal
FB0580
FB058034.CDF
cdf-fecal
FB0580
FB058035.CDF
cdf-fecal
FB0580
FB058036.CDF
cdf-fecal
FB0580
FB058037.CDF
cdf-fecal
FB0581
FB058101.CDF
cdf-fecal
FB0581
FB058102.CDF
cdf-fecal
FB0581
FB058103.CDF
cdf-fecal
FB0581
FB058104.CDF
cdf-fecal
FB0581
FB058105.CDF
cdf-fecal
FB0581
FB058106.CDF
cdf-fecal
FB0581
FB058107.CDF
cdf-fecal
FB0581
FB058108.CDF
cdf-fecal
FB0581
FB058109.CDF
cdf-fecal
FB0581
FB058110.CDF
cdf-fecal
FB0581
FB058111.CDF
cdf-fecal
FB0581
FB058112.CDF
cdf-fecal
FB0581
FB058113.CDF
cdf-fecal
FB0581
FB058114.CDF
cdf-fecal
FB0581
FB058115.CDF
cdf-fecal
FB0581
FB058116.CDF
cdf-fecal
FB0581
FB058117.CDF
cdf-fecal
FB0581
FB058118.CDF
cdf-fecal
FB0581
FB058119.CDF
cdf-fecal
FB0581
FB058120.CDF
cdf-fecal
FB0581
FB058121.CDF
cdf-fecal
FB0581
FB058122.CDF
cdf-fecal
FB0581
FB058123.CDF
cdf-fecal
FB0581
FB058124.CDF
cdf-fecal
FB0581
FB058125.CDF
cdf-fecal
FB0581
FB058126.CDF
cdf-fecal
FB0581
FB058127.CDF
cdf-fecal
FB0581
FB058128.CDF
cdf-fecal
FB0581
FB058129.CDF
cdf-fecal
FB0581
FB058130.CDF
cdf-fecal
FB0581
FB058131.CDF
cdf-fecal
FB0581
FB058132.CDF
cdf-fecal
FB0581
FB058133.CDF
cdf-fecal
FB0581
FB058134.CDF
cdf-fecal
FB0581
FB058135.CDF
cdf-fecal
FB0581
FB058136.CDF
cdf-fecal
FB0581
FB058137.CDF
cdf-fecal
FB0582
FB058201.CDF
cdf-fecal
FB0582
FB058202.CDF
cdf-fecal
FB0582
FB058203.CDF
cdf-fecal
FB0582
FB058204.CDF
cdf-fecal
FB0582
FB058205.CDF
cdf-fecal
FB0582
FB058206.CDF
cdf-fecal
FB0582
FB058207.CDF
cdf-fecal
FB0582
FB058208.CDF
cdf-fecal
FB0582
FB058209.CDF
cdf-fecal
FB0582
FB058210.CDF
cdf-fecal
FB0582
FB058211.CDF
cdf-fecal
FB0582
FB058212.CDF
cdf-fecal
FB0582
FB058213.CDF
cdf-fecal
FB0582
FB058214.CDF
cdf-fecal
FB0582
FB058215.CDF
cdf-fecal
FB0582
FB058216.CDF
cdf-fecal
FB0582
FB058217.CDF
cdf-fecal
FB0582
FB058218.CDF
cdf-fecal
FB0582
FB058219.CDF
cdf-fecal
FB0582
FB058220.CDF
cdf-fecal
FB0582
FB058221.CDF
cdf-fecal
FB0582
FB058222.CDF
cdf-fecal
FB0582
FB058223.CDF
cdf-fecal
FB0582
FB058224.CDF
cdf-fecal
FB0582
FB058225.CDF
cdf-fecal
FB0582
FB058226.CDF
cdf-fecal
FB0582
FB058227.CDF
cdf-fecal
FB0582
FB058228.CDF
cdf-fecal
FB0582
FB058229.CDF
cdf-fecal
FB0582
FB058230.CDF
cdf-fecal
FB0582
FB058231.CDF
cdf-fecal
FB0582
FB058232.CDF
cdf-fecal
FB0582
FB058233.CDF
cdf-fecal
FB0582
FB058234.CDF
cdf-fecal
FB0582
FB058235.CDF
cdf-fecal
FB0582
FB058236.CDF
cdf-fecal
FB0582
FB058237.CDF
cdf-fecal
FB0583
FB058301.CDF
cdf-fecal
FB0583
FB058302.CDF
cdf-fecal
FB0583
FB058303.CDF
cdf-fecal
FB0583
FB058304.CDF
cdf-fecal
FB0583
FB058305.CDF
cdf-fecal
FB0583
FB058306.CDF
cdf-fecal
FB0583
FB058307.CDF
cdf-fecal
FB0583
FB058308.CDF
cdf-fecal
FB0583
FB058309.CDF
cdf-fecal
FB0583
FB058310.CDF
cdf-fecal
FB0583
FB058311.CDF
cdf-fecal
FB0583
FB058312.CDF
cdf-fecal
FB0583
FB058313.CDF
cdf-fecal
FB0583
FB058314.CDF
cdf-fecal
FB0583
FB058315.CDF
cdf-fecal
FB0583
FB058316.CDF
cdf-fecal
FB0583
FB058317.CDF
cdf-fecal
FB0583
FB058318.CDF
cdf-fecal
FB0583
FB058319.CDF
cdf-fecal
FB0583
FB058320.CDF
cdf-fecal
FB0583
FB058321.CDF
cdf-fecal
FB0583
FB058322.CDF
cdf-fecal
FB0583
FB058323.CDF
cdf-fecal
FB0583
FB058324.CDF
cdf-fecal
FB0583
FB058325.CDF
cdf-fecal
FB0583
FB058326.CDF
cdf-fecal
FB0583
FB058327.CDF
cdf-fecal
FB0583
FB058328.CDF
cdf-fecal
FB0583
FB058329.CDF
cdf-fecal
FB0583
FB058330.CDF
cdf-fecal
FB0583
FB058331.CDF
cdf-fecal
FB0583
FB058332.CDF
cdf-fecal
FB0583
FB058333.CDF
cdf-fecal
FB0583
FB058334.CDF
cdf-fecal
FB0583
FB058335.CDF
cdf-fecal
FB0583
FB058336.CDF
cdf-fecal
FB0583
FB058337.CDF
cdf-fecal
FB0584
FB058401.CDF
cdf-fecal
FB0584
FB058402.CDF
cdf-fecal
FB0584
FB058403.CDF
cdf-fecal
FB0584
FB058404.CDF
cdf-fecal
FB0584
FB058405.CDF
cdf-fecal
FB0584
FB058406.CDF
cdf-fecal
FB0584
FB058407.CDF
cdf-fecal
FB0584
FB058408.CDF
cdf-fecal
FB0584
FB058409.CDF
cdf-fecal
FB0584
FB058410.CDF
cdf-fecal
FB0584
FB058411.CDF
cdf-fecal
FB0584
FB058412.CDF
cdf-fecal
FB0584
FB058413.CDF
cdf-fecal
FB0584
FB058414.CDF
cdf-fecal
FB0584
FB058415.CDF
cdf-fecal
FB0584
FB058416.CDF
cdf-fecal
FB0584
FB058417.CDF
cdf-fecal
FB0584
FB058418.CDF
cdf-fecal
FB0584
FB058419.CDF
cdf-fecal
FB0584
FB058420.CDF
cdf-fecal
FB0584
FB058421.CDF
cdf-fecal
FB0584
FB058422.CDF
cdf-fecal
FB0584
FB058423.CDF
cdf-fecal
FB0584
FB058424.CDF
cdf-fecal
FB0584
FB058425.CDF
cdf-fecal
FB0584
FB058426.CDF
cdf-fecal
FB0584
FB058427.CDF
cdf-fecal
FB0584
FB058428.CDF
cdf-fecal
FB0584
FB058429.CDF
cdf-fecal
FB0584
FB058430.CDF
cdf-fecal
FB0584
FB058431.CDF
cdf-fecal
FB0584
FB058432.CDF
cdf-fecal
FB0584
FB058433.CDF
cdf-fecal
FB0584
FB058434.CDF
cdf-fecal
FB0584
FB058435.CDF
cdf-fecal
FB0584
FB058436.CDF
cdf-fecal
FB0584
FB058437.CDF
cdf-fecal
FB0585
FB058501.CDF
cdf-fecal
FB0585
FB058502.CDF
cdf-fecal
FB0585
FB058503.CDF
cdf-fecal
FB0585
FB058504.CDF
cdf-fecal
FB0585
FB058505.CDF
cdf-fecal
FB0585
FB058506.CDF
cdf-fecal
FB0585
FB058507.CDF
cdf-fecal
FB0585
FB058508.CDF
cdf-fecal
FB0585
FB058509.CDF
cdf-fecal
FB0585
FB058510.CDF
cdf-fecal
FB0585
FB058511.CDF
cdf-fecal
FB0585
FB058512.CDF
cdf-fecal
FB0585
FB058513.CDF
cdf-fecal
FB0585
FB058514.CDF
cdf-fecal
FB0585
FB058515.CDF
cdf-fecal
FB0585
FB058516.CDF
cdf-fecal
FB0585
FB058517.CDF
cdf-fecal
FB0585
FB058518.CDF
cdf-fecal
FB0585
FB058519.CDF
cdf-fecal
FB0585
FB058520.CDF
cdf-fecal
FB0585
FB058521.CDF
cdf-fecal
FB0585
FB058522.CDF
cdf-fecal
FB0585
FB058523.CDF
cdf-fecal
FB0585
FB058524.CDF
cdf-fecal
FB0585
FB058525.CDF
cdf-fecal
FB0585
FB058526.CDF
cdf-fecal
FB0585
FB058527.CDF
cdf-fecal
FB0585
FB058528.CDF
cdf-fecal
FB0585
FB058529.CDF
cdf-fecal
FB0585
FB058530.CDF
cdf-fecal
FB0585
FB058531.CDF
cdf-fecal
FB0585
FB058532.CDF
cdf-fecal
FB0585
FB058533.CDF
cdf-fecal
FB0585
FB058534.CDF
cdf-fecal
FB0585
FB058535.CDF
cdf-fecal
FB0585
FB058536.CDF
cdf-fecal
FB0585
FB058537.CDF
cdf-fecal
FB0586
FB058601.CDF
cdf-fecal
FB0586
FB058602.CDF
cdf-fecal
FB0586
FB058603.CDF
cdf-fecal
FB0586
FB058604.CDF
cdf-fecal
FB0586
FB058605.CDF
cdf-fecal
FB0586
FB058606.CDF
cdf-fecal
FB0586
FB058607.CDF
cdf-fecal
FB0586
FB058608.CDF
cdf-fecal
FB0586
FB058609.CDF
cdf-fecal
FB0586
FB058610.CDF
cdf-fecal
FB0586
FB058611.CDF
cdf-fecal
FB0586
FB058612.CDF
cdf-fecal
FB0586
FB058613.CDF
cdf-fecal
FB0586
FB058614.CDF
cdf-fecal
FB0586
FB058615.CDF
cdf-fecal
FB0586
FB058616.CDF
cdf-fecal
FB0586
FB058617.CDF
cdf-fecal
FB0586
FB058618.CDF
cdf-fecal
FB0586
FB058619.CDF
cdf-fecal
FB0586
FB058620.CDF
cdf-fecal
FB0586
FB058621.CDF
cdf-fecal
FB0586
FB058622.CDF
cdf-fecal
FB0586
FB058623.CDF
cdf-fecal
FB0586
FB058624.CDF
cdf-fecal
FB0586
FB058625.CDF
cdf-fecal
FB0586
FB058626.CDF
cdf-fecal
FB0586
FB058627.CDF
cdf-fecal
FB0586
FB058628.CDF
cdf-fecal
FB0586
FB058629.CDF
cdf-fecal
FB0586
FB058630.CDF
cdf-fecal
FB0586
FB058631.CDF
cdf-fecal
FB0586
FB058632.CDF
cdf-fecal
FB0586
FB058633.CDF
cdf-fecal
FB0586
FB058634.CDF
cdf-fecal
FB0586
FB058635.CDF
cdf-fecal
FB0586
FB058636.CDF
cdf-fecal
FB0586
FB058637.CDF
cdf-fecal
FB0587
FB058701.CDF
cdf-fecal
FB0587
FB058702.CDF
cdf-fecal
FB0587
FB058703.CDF
cdf-fecal
FB0587
FB058704.CDF
cdf-fecal
FB0587
FB058705.CDF
cdf-fecal
FB0587
FB058706.CDF
cdf-fecal
FB0587
FB058707.CDF
cdf-fecal
FB0587
FB058708.CDF
cdf-fecal
FB0587
FB058709.CDF
cdf-fecal
FB0587
FB058710.CDF
cdf-fecal
FB0587
FB058711.CDF
cdf-fecal
FB0587
FB058712.CDF
cdf-fecal
FB0587
FB058713.CDF
cdf-fecal
FB0587
FB058714.CDF
cdf-fecal
FB0587
FB058715.CDF
cdf-fecal
FB0587
FB058716.CDF
cdf-fecal
FB0587
FB058717.CDF
cdf-fecal
FB0587
FB058718.CDF
cdf-fecal
FB0587
FB058719.CDF
cdf-fecal
FB0587
FB058720.CDF
cdf-fecal
FB0587
FB058721.CDF
cdf-fecal
FB0587
FB058722.CDF
cdf-fecal
FB0587
FB058723.CDF
cdf-fecal
FB0587
FB058724.CDF
cdf-fecal
FB0587
FB058725.CDF
cdf-fecal
FB0587
FB058726.CDF
cdf-fecal
FB0587
FB058727.CDF
cdf-fecal
FB0587
FB058728.CDF
cdf-fecal
FB0587
FB058729.CDF
cdf-fecal
FB0587
FB058730.CDF
cdf-fecal
FB0587
FB058731.CDF
cdf-fecal
FB0587
FB058732.CDF
cdf-fecal
FB0587
FB058733.CDF
cdf-fecal
FB0587
FB058734.CDF
cdf-fecal
FB0587
FB058735.CDF
cdf-fecal
FB0587
FB058736.CDF
cdf-fecal
FB0587
FB058737.CDF
cdf-fecal
FB0588
FB058801.CDF
cdf-fecal
FB0588
FB058802.CDF
cdf-fecal
FB0588
FB058803.CDF
cdf-fecal
FB0588
FB058804.CDF
cdf-fecal
FB0588
FB058805.CDF
cdf-fecal
FB0588
FB058806.CDF
cdf-fecal
FB0588
FB058807.CDF
cdf-fecal
FB0588
FB058808.CDF
cdf-fecal
FB0588
FB058809.CDF
cdf-fecal
FB0588
FB058810.CDF
cdf-fecal
FB0588
FB058811.CDF
cdf-fecal
FB0588
FB058812.CDF
cdf-fecal
FB0588
FB058813.CDF
cdf-fecal
FB0588
FB058814.CDF
cdf-fecal
FB0588
FB058815.CDF
cdf-fecal
FB0588
FB058816.CDF
cdf-fecal
FB0588
FB058817.CDF
cdf-fecal
FB0588
FB058818.CDF
cdf-fecal
FB0588
FB058819.CDF
cdf-fecal
FB0588
FB058820.CDF
cdf-fecal
FB0588
FB058821.CDF
cdf-fecal
FB0588
FB058822.CDF
cdf-fecal
FB0588
FB058823.CDF
cdf-fecal
FB0588
FB058824.CDF
cdf-fecal
FB0588
FB058825.CDF
cdf-fecal
FB0588
FB058826.CDF
cdf-fecal
FB0588
FB058827.CDF
cdf-fecal
FB0588
FB058828.CDF
cdf-fecal
FB0588
FB058829.CDF
cdf-fecal
FB0588
FB058830.CDF
cdf-fecal
FB0588
FB058831.CDF
cdf-fecal
FB0588
FB058832.CDF
cdf-fecal
FB0588
FB058833.CDF
cdf-fecal
FB0588
FB058834.CDF
cdf-fecal
FB0588
FB058835.CDF
cdf-fecal
FB0588
FB058836.CDF
cdf-fecal
FB0588
FB058837.CDF
cdf-fecal
FB0589
FB058901.CDF
cdf-fecal
FB0589
FB058902.CDF
cdf-fecal
FB0589
FB058903.CDF
cdf-fecal
FB0589
FB058904.CDF
cdf-fecal
FB0589
FB058905.CDF
cdf-fecal
FB0589
FB058906.CDF
cdf-fecal
FB0589
FB058907.CDF
cdf-fecal
FB0589
FB058908.CDF
cdf-fecal
FB0589
FB058909.CDF
cdf-fecal
FB0589
FB058910.CDF
cdf-fecal
FB0589
FB058911.CDF
cdf-fecal
FB0589
FB058912.CDF
cdf-fecal
FB0589
FB058913.CDF
cdf-fecal
FB0589
FB058914.CDF
cdf-fecal
FB0589
FB058915.CDF
cdf-fecal
FB0589
FB058916.CDF
cdf-fecal
FB0589
FB058917.CDF
cdf-fecal
FB0589
FB058918.CDF
cdf-fecal
FB0589
FB058919.CDF
cdf-fecal
FB0589
FB058920.CDF
cdf-fecal
FB0589
FB058921.CDF
cdf-fecal
FB0589
FB058922.CDF
cdf-fecal
FB0589
FB058923.CDF
cdf-fecal
FB0589
FB058924.CDF
cdf-fecal
FB0589
FB058925.CDF
cdf-fecal
FB0589
FB058926.CDF
cdf-fecal
FB0589
FB058927.CDF
cdf-fecal
FB0589
FB058928.CDF
cdf-fecal
FB0589
FB058929.CDF
cdf-fecal
FB0589
FB058930.CDF
cdf-fecal
FB0589
FB058931.CDF
cdf-fecal
FB0589
FB058932.CDF
cdf-fecal
FB0589
FB058933.CDF
cdf-fecal
FB0589
FB058934.CDF
cdf-fecal
FB0589
FB058935.CDF
cdf-fecal
FB0589
FB058936.CDF
cdf-fecal
FB0589
FB058937.CDF
cdf-fecal
FB0590
FB059001.CDF
cdf-fecal
FB0590
FB059002.CDF
cdf-fecal
FB0590
FB059003.CDF
cdf-fecal
FB0590
FB059004.CDF
cdf-fecal
FB0590
FB059005.CDF
cdf-fecal
FB0590
FB059006.CDF
cdf-fecal
FB0590
FB059007.CDF
cdf-fecal
FB0590
FB059008.CDF
cdf-fecal
FB0590
FB059009.CDF
cdf-fecal
FB0590
FB059010.CDF
cdf-fecal
FB0590
FB059011.CDF
cdf-fecal
FB0590
FB059012.CDF
cdf-fecal
FB0590
FB059013.CDF
cdf-fecal
FB0590
FB059014.CDF
cdf-fecal
FB0590
FB059015.CDF
cdf-fecal
FB0590
FB059016.CDF
cdf-fecal
FB0590
FB059017.CDF
cdf-fecal
FB0590
FB059018.CDF
cdf-fecal
FB0590
FB059019.CDF
cdf-fecal
FB0590
FB059020.CDF
cdf-fecal
FB0590
FB059021.CDF
cdf-fecal
FB0590
FB059022.CDF
cdf-fecal
FB0590
FB059023.CDF
cdf-fecal
FB0590
FB059024.CDF
cdf-fecal
FB0590
FB059025.CDF
cdf-fecal
FB0590
FB059026.CDF
cdf-fecal
FB0590
FB059027.CDF
cdf-fecal
FB0590
FB059028.CDF
cdf-fecal
FB0590
FB059029.CDF
cdf-fecal
FB0590
FB059030.CDF
cdf-fecal
FB0590
FB059031.CDF
cdf-fecal
FB0590
FB059032.CDF
cdf-fecal
FB0590
FB059033.CDF
cdf-fecal
FB0590
FB059034.CDF
cdf-fecal
FB0590
FB059035.CDF
cdf-fecal
FB0590
FB059036.CDF
cdf-fecal
FB0590
FB059037.CDF
cdf-fecal
FB0591
FB059101.CDF
cdf-fecal
FB0591
FB059102.CDF
cdf-fecal
FB0591
FB059103.CDF
cdf-fecal
FB0591
FB059104.CDF
cdf-fecal
FB0591
FB059105.CDF
cdf-fecal
FB0591
FB059106.CDF
cdf-fecal
FB0591
FB059107.CDF
cdf-fecal
FB0591
FB059108.CDF
cdf-fecal
FB0591
FB059109.CDF
cdf-fecal
FB0591
FB059110.CDF
cdf-fecal
FB0591
FB059111.CDF
cdf-fecal
FB0591
FB059112.CDF
cdf-fecal
FB0591
FB059113.CDF
cdf-fecal
FB0591
FB059114.CDF
cdf-fecal
FB0591
FB059115.CDF
cdf-fecal
FB0591
FB059116.CDF
cdf-fecal
FB0591
FB059117.CDF
cdf-fecal
FB0591
FB059118.CDF
cdf-fecal
FB0591
FB059119.CDF
cdf-fecal
FB0591
FB059120.CDF
cdf-fecal
FB0591
FB059121.CDF
cdf-fecal
FB0591
FB059122.CDF
cdf-fecal
FB0591
FB059123.CDF
cdf-fecal
FB0591
FB059124.CDF
cdf-fecal
FB0591
FB059125.CDF
cdf-fecal
FB0591
FB059126.CDF
cdf-fecal
FB0591
FB059127.CDF
cdf-fecal
FB0591
FB059128.CDF
cdf-fecal
FB0591
FB059129.CDF
cdf-fecal
FB0591
FB059130.CDF
cdf-fecal
FB0591
FB059131.CDF
cdf-fecal
FB0591
FB059132.CDF
cdf-fecal
FB0591
FB059133.CDF
cdf-fecal
FB0591
FB059134.CDF
cdf-fecal
FB0591
FB059135.CDF
cdf-fecal
FB0591
FB059136.CDF
cdf-fecal
FB0591
FB059137.CDF
cdf-fecal
FB0592
FB059201.CDF
cdf-fecal
FB0592
FB059202.CDF
cdf-fecal
FB0592
FB059203.CDF
cdf-fecal
FB0592
FB059204.CDF
cdf-fecal
FB0592
FB059205.CDF
cdf-fecal
FB0592
FB059206.CDF
cdf-fecal
FB0592
FB059207.CDF
cdf-fecal
FB0592
FB059208.CDF
cdf-fecal
FB0592
FB059209.CDF
cdf-fecal
FB0592
FB059210.CDF
cdf-fecal
FB0592
FB059211.CDF
cdf-fecal
FB0592
FB059212.CDF
cdf-fecal
FB0592
FB059213.CDF
cdf-fecal
FB0592
FB059214.CDF
cdf-fecal
FB0592
FB059215.CDF
cdf-fecal
FB0592
FB059216.CDF
cdf-fecal
FB0592
FB059217.CDF
cdf-fecal
FB0592
FB059218.CDF
cdf-fecal
FB0592
FB059219.CDF
cdf-fecal
FB0592
FB059220.CDF
cdf-fecal
FB0592
FB059221.CDF
cdf-fecal
FB0592
FB059222.CDF
cdf-fecal
FB0592
FB059223.CDF
cdf-fecal
FB0592
FB059224.CDF
cdf-fecal
FB0592
FB059225.CDF
cdf-fecal
FB0592
FB059226.CDF
cdf-fecal
FB0592
FB059227.CDF
cdf-fecal
FB0592
FB059228.CDF
cdf-fecal
FB0592
FB059229.CDF
cdf-fecal
FB0592
FB059230.CDF
cdf-fecal
FB0592
FB059231.CDF
cdf-fecal
FB0592
FB059232.CDF
cdf-fecal
FB0592
FB059233.CDF
cdf-fecal
FB0592
FB059234.CDF
cdf-fecal
FB0592
FB059235.CDF
cdf-fecal
FB0592
FB059236.CDF
cdf-fecal
FB0592
FB059237.CDF
cdf-fecal
FB0593
FB059301.CDF
cdf-fecal
FB0593
FB059302.CDF
cdf-fecal
FB0593
FB059303.CDF
cdf-fecal
FB0593
FB059304.CDF
cdf-fecal
FB0593
FB059305.CDF
cdf-fecal
FB0593
FB059306.CDF
cdf-fecal
FB0593
FB059307.CDF
cdf-fecal
FB0593
FB059308.CDF
cdf-fecal
FB0593
FB059309.CDF
cdf-fecal
FB0593
FB059310.CDF
cdf-fecal
FB0593
FB059311.CDF
cdf-fecal
FB0593
FB059312.CDF
cdf-fecal
FB0593
FB059313.CDF
cdf-fecal
FB0593
FB059314.CDF
cdf-fecal
FB0593
FB059315.CDF
cdf-fecal
FB0593
FB059316.CDF
cdf-fecal
FB0593
FB059317.CDF
cdf-fecal
FB0593
FB059318.CDF
cdf-fecal
FB0593
FB059319.CDF
cdf-fecal
FB0593
FB059320.CDF
cdf-fecal
FB0593
FB059321.CDF
cdf-fecal
FB0593
FB059322.CDF
cdf-fecal
FB0593
FB059323.CDF
cdf-fecal
FB0593
FB059324.CDF
cdf-fecal
FB0593
FB059325.CDF
cdf-fecal
FB0593
FB059326.CDF
cdf-fecal
FB0593
FB059327.CDF
cdf-fecal
FB0593
FB059328.CDF
cdf-fecal
FB0593
FB059329.CDF
cdf-fecal
FB0593
FB059330.CDF
cdf-fecal
FB0593
FB059331.CDF
cdf-fecal
FB0593
FB059332.CDF
cdf-fecal
FB0593
FB059333.CDF
cdf-fecal
FB0593
FB059334.CDF
cdf-fecal
FB0593
FB059335.CDF
cdf-fecal
FB0593
FB059336.CDF
cdf-fecal
FB0593
FB059337.CDF
cdf-fecal
FB0594
FB059401.CDF
cdf-fecal
FB0594
FB059402.CDF
cdf-fecal
FB0594
FB059403.CDF
cdf-fecal
FB0594
FB059404.CDF
cdf-fecal
FB0594
FB059405.CDF
cdf-fecal
FB0594
FB059406.CDF
cdf-fecal
FB0594
FB059407.CDF
cdf-fecal
FB0594
FB059408.CDF
cdf-fecal
FB0594
FB059409.CDF
cdf-fecal
FB0594
FB059410.CDF
cdf-fecal
FB0594
FB059411.CDF
cdf-fecal
FB0594
FB059412.CDF
cdf-fecal
FB0594
FB059413.CDF
cdf-fecal
FB0594
FB059414.CDF
cdf-fecal
FB0594
FB059415.CDF
cdf-fecal
FB0594
FB059416.CDF
cdf-fecal
FB0594
FB059417.CDF
cdf-fecal
FB0594
FB059418.CDF
cdf-fecal
FB0594
FB059419.CDF
cdf-fecal
FB0594
FB059420.CDF
cdf-fecal
FB0594
FB059421.CDF
cdf-fecal
FB0594
FB059422.CDF
cdf-fecal
FB0594
FB059423.CDF
cdf-fecal
FB0594
FB059424.CDF
cdf-fecal
FB0594
FB059425.CDF
cdf-fecal
FB0594
FB059426.CDF
cdf-fecal
FB0594
FB059427.CDF
cdf-fecal
FB0594
FB059428.CDF
cdf-fecal
FB0594
FB059429.CDF
cdf-fecal
FB0594
FB059430.CDF
cdf-fecal
FB0594
FB059431.CDF
cdf-fecal
FB0594
FB059432.CDF
cdf-fecal
FB0594
FB059433.CDF
cdf-fecal
FB0594
FB059434.CDF
cdf-fecal
FB0594
FB059435.CDF
cdf-fecal
FB0594
FB059436.CDF
cdf-fecal
FB0594
FB059437.CDF
cdf-fecal
FB0595
FB059501.CDF
cdf-fecal
FB0595
FB059502.CDF
cdf-fecal
FB0595
FB059503.CDF
cdf-fecal
FB0595
FB059504.CDF
cdf-fecal
FB0595
FB059505.CDF
cdf-fecal
FB0595
FB059506.CDF
cdf-fecal
FB0595
FB059507.CDF
cdf-fecal
FB0595
FB059508.CDF
cdf-fecal
FB0595
FB059509.CDF
cdf-fecal
FB0595
FB059510.CDF
cdf-fecal
FB0595
FB059511.CDF
cdf-fecal
FB0595
FB059512.CDF
cdf-fecal
FB0595
FB059513.CDF
cdf-fecal
FB0595
FB059514.CDF
cdf-fecal
FB0595
FB059515.CDF
cdf-fecal
FB0595
FB059516.CDF
cdf-fecal
FB0595
FB059517.CDF
cdf-fecal
FB0595
FB059518.CDF
cdf-fecal
FB0595
FB059519.CDF
cdf-fecal
FB0595
FB059520.CDF
cdf-fecal
FB0595
FB059521.CDF
cdf-fecal
FB0595
FB059522.CDF
cdf-fecal
FB0595
FB059523.CDF
cdf-fecal
FB0595
FB059524.CDF
cdf-fecal
FB0595
FB059525.CDF
cdf-fecal
FB0595
FB059526.CDF
cdf-fecal
FB0595
FB059527.CDF
cdf-fecal
FB0595
FB059528.CDF
cdf-fecal
FB0595
FB059529.CDF
cdf-fecal
FB0595
FB059530.CDF
cdf-fecal
FB0595
FB059531.CDF
cdf-fecal
FB0595
FB059532.CDF
cdf-fecal
FB0595
FB059533.CDF
cdf-fecal
FB0595
FB059534.CDF
cdf-fecal
FB0595
FB059535.CDF
cdf-fecal
FB0595
FB059536.CDF
cdf-fecal
FB0595
FB059537.CDF
cdf-fecal
FB0596
FB059601.CDF
cdf-fecal
FB0596
FB059602.CDF
cdf-fecal
FB0596
FB059603.CDF
cdf-fecal
FB0596
FB059604.CDF
cdf-fecal
FB0596
FB059605.CDF
cdf-fecal
FB0596
FB059606.CDF
cdf-fecal
FB0596
FB059607.CDF
cdf-fecal
FB0596
FB059608.CDF
cdf-fecal
FB0596
FB059609.CDF
cdf-fecal
FB0596
FB059610.CDF
cdf-fecal
FB0596
FB059611.CDF
cdf-fecal
FB0596
FB059612.CDF
cdf-fecal
FB0596
FB059613.CDF
cdf-fecal
FB0596
FB059614.CDF
cdf-fecal
FB0596
FB059615.CDF
cdf-fecal
FB0596
FB059616.CDF
cdf-fecal
FB0596
FB059617.CDF
cdf-fecal
FB0596
FB059618.CDF
cdf-fecal
FB0596
FB059619.CDF
cdf-fecal
FB0596
FB059620.CDF
cdf-fecal
FB0596
FB059621.CDF
cdf-fecal
FB0596
FB059622.CDF
cdf-fecal
FB0596
FB059623.CDF
cdf-fecal
FB0596
FB059624.CDF
cdf-fecal
FB0596
FB059625.CDF
cdf-fecal
FB0596
FB059626.CDF
cdf-fecal
FB0596
FB059627.CDF
cdf-fecal
FB0596
FB059628.CDF
cdf-fecal
FB0596
FB059629.CDF
cdf-fecal
FB0596
FB059630.CDF
cdf-fecal
FB0596
FB059631.CDF
cdf-fecal
FB0596
FB059632.CDF
cdf-fecal
FB0596
FB059633.CDF
cdf-fecal
FB0596
FB059634.CDF
cdf-fecal
FB0596
FB059635.CDF
cdf-fecal
FB0596
FB059636.CDF
cdf-fecal
FB0596
FB059637.CDF
cdf-fecal
FB0597
FB059701.CDF
cdf-fecal
FB0597
FB059702.CDF
cdf-fecal
FB0597
FB059703.CDF
cdf-fecal
FB0597
FB059704.CDF
cdf-fecal
FB0597
FB059705.CDF
cdf-fecal
FB0597
FB059706.CDF
cdf-fecal
FB0597
FB059707.CDF
cdf-fecal
FB0597
FB059708.CDF
cdf-fecal
FB0597
FB059709.CDF
cdf-fecal
FB0597
FB059710.CDF
cdf-fecal
FB0597
FB059711.CDF
cdf-fecal
FB0597
FB059712.CDF
cdf-fecal
FB0597
FB059713.CDF
cdf-fecal
FB0597
FB059714.CDF
cdf-fecal
FB0597
FB059715.CDF
cdf-fecal
FB0597
FB059716.CDF
cdf-fecal
FB0597
FB059717.CDF
cdf-fecal
FB0597
FB059718.CDF
cdf-fecal
FB0597
FB059719.CDF
cdf-fecal
FB0597
FB059720.CDF
cdf-fecal
FB0597
FB059721.CDF
cdf-fecal
FB0597
FB059722.CDF
cdf-fecal
FB0597
FB059723.CDF
cdf-fecal
FB0597
FB059724.CDF
cdf-fecal
FB0597
FB059725.CDF
cdf-fecal
FB0597
FB059726.CDF
cdf-fecal
FB0597
FB059727.CDF
cdf-fecal
FB0597
FB059728.CDF
cdf-fecal
FB0597
FB059729.CDF
cdf-fecal
FB0597
FB059730.CDF
cdf-fecal
FB0597
FB059731.CDF
cdf-fecal
FB0597
FB059732.CDF
cdf-fecal
FB0597
FB059733.CDF
cdf-fecal
FB0597
FB059734.CDF
cdf-fecal
FB0597
FB059735.CDF
cdf-fecal
FB0597
FB059736.CDF
cdf-fecal
FB0597
FB059737.CDF
cdf-fecal
FB0598
FB059801.CDF
cdf-fecal
FB0598
FB059802.CDF
cdf-fecal
FB0598
FB059803.CDF
cdf-fecal
FB0598
FB059804.CDF
cdf-fecal
FB0598
FB059805.CDF
cdf-fecal
FB0598
FB059806.CDF
cdf-fecal
FB0598
FB059807.CDF
cdf-fecal
FB0598
FB059808.CDF
cdf-fecal
FB0598
FB059809.CDF
cdf-fecal
FB0598
FB059810.CDF
cdf-fecal
FB0598
FB059811.CDF
cdf-fecal
FB0598
FB059812.CDF
cdf-fecal
FB0598
FB059813.CDF
cdf-fecal
FB0598
FB059814.CDF
cdf-fecal
FB0598
FB059815.CDF
cdf-fecal
FB0598
FB059816.CDF
cdf-fecal
FB0598
FB059817.CDF
cdf-fecal
FB0598
FB059818.CDF
cdf-fecal
FB0598
FB059819.CDF
cdf-fecal
FB0598
FB059820.CDF
cdf-fecal
FB0598
FB059821.CDF
cdf-fecal
FB0598
FB059822.CDF
cdf-fecal
FB0598
FB059823.CDF
cdf-fecal
FB0598
FB059824.CDF
cdf-fecal
FB0598
FB059825.CDF
cdf-fecal
FB0598
FB059826.CDF
cdf-fecal
FB0598
FB059827.CDF
cdf-fecal
FB0598
FB059828.CDF
cdf-fecal
FB0598
FB059829.CDF
cdf-fecal
FB0598
FB059830.CDF
cdf-fecal
FB0598
FB059831.CDF
cdf-fecal
FB0598
FB059832.CDF
cdf-fecal
FB0598
FB059833.CDF
cdf-fecal
FB0598
FB059834.CDF
cdf-fecal
FB0598
FB059835.CDF
cdf-fecal
FB0598
FB059836.CDF
cdf-fecal
FB0598
FB059837.CDF
cdf-fecal
FB0599
FB059901.CDF
cdf-fecal
FB0599
FB059902.CDF
cdf-fecal
FB0599
FB059903.CDF
cdf-fecal
FB0599
FB059904.CDF
cdf-fecal
FB0599
FB059905.CDF
cdf-fecal
FB0599
FB059906.CDF
cdf-fecal
FB0599
FB059907.CDF
cdf-fecal
FB0599
FB059908.CDF
cdf-fecal
FB0599
FB059909.CDF
cdf-fecal
FB0599
FB059910.CDF
cdf-fecal
FB0599
FB059911.CDF
cdf-fecal
FB0599
FB059912.CDF
cdf-fecal
FB0599
FB059913.CDF
cdf-fecal
FB0599
FB059914.CDF
cdf-fecal
FB0599
FB059915.CDF
cdf-fecal
FB0599
FB059916.CDF
cdf-fecal
FB0599
FB059917.CDF
cdf-fecal
FB0599
FB059918.CDF
cdf-fecal
FB0599
FB059919.CDF
cdf-fecal
FB0599
FB059920.CDF
cdf-fecal
FB0599
FB059921.CDF
cdf-fecal
FB0599
FB059922.CDF
cdf-fecal
FB0599
FB059923.CDF
cdf-fecal
FB0599
FB059924.CDF
cdf-fecal
FB0599
FB059925.CDF
cdf-fecal
FB0599
FB059926.CDF
cdf-fecal
FB0599
FB059927.CDF
cdf-fecal
FB0599
FB059928.CDF
cdf-fecal
FB0599
FB059929.CDF
cdf-fecal
FB0599
FB059930.CDF
cdf-fecal
FB0599
FB059931.CDF
cdf-fecal
FB0599
FB059932.CDF
cdf-fecal
FB0599
FB059933.CDF
cdf-fecal
FB0599
FB059934.CDF
cdf-fecal
FB0599
FB059935.CDF
cdf-fecal
FB0599
FB059936.CDF
cdf-fecal
FB0599
FB059937.CDF
cdf-fecal
FB0600
FB060001.CDF
cdf-fecal
FB0600
FB060002.CDF
cdf-fecal
FB0600
FB060003.CDF
cdf-fecal
FB0600
FB060004.CDF
cdf-fecal
FB0600
FB060005.CDF
cdf-fecal
FB0600
FB060006.CDF
cdf-fecal
FB0600
FB060007.CDF
cdf-fecal
FB0600
FB060008.CDF
cdf-fecal
FB0600
FB060009.CDF
cdf-fecal
FB0600
FB060010.CDF
cdf-fecal
FB0600
FB060011.CDF
cdf-fecal
FB0600
FB060012.CDF
cdf-fecal
FB0600
FB060013.CDF
cdf-fecal
FB0600
FB060014.CDF
cdf-fecal
FB0600
FB060015.CDF
cdf-fecal
FB0600
FB060016.CDF
cdf-fecal
FB0600
FB060017.CDF
cdf-fecal
FB0600
FB060018.CDF
cdf-fecal
FB0600
FB060019.CDF
cdf-fecal
FB0600
FB060020.CDF
cdf-fecal
FB0600
FB060021.CDF
cdf-fecal
FB0600
FB060022.CDF
cdf-fecal
FB0600
FB060023.CDF
cdf-fecal
FB0600
FB060024.CDF
cdf-fecal
FB0600
FB060025.CDF
cdf-fecal
FB0600
FB060026.CDF
cdf-fecal
FB0600
FB060027.CDF
cdf-fecal
FB0600
FB060028.CDF
cdf-fecal
FB0600
FB060029.CDF
cdf-fecal
FB0600
FB060030.CDF
cdf-fecal
FB0600
FB060031.CDF
cdf-fecal
FB0600
FB060032.CDF
cdf-fecal
FB0600
FB060033.CDF
cdf-fecal
FB0600
FB060034.CDF
cdf-fecal
FB0600
FB060035.CDF
cdf-fecal
FB0600
FB060036.CDF
cdf-fecal
FB0600
FB060037.CDF
cdf-fecal
FB0601
FB060101.CDF
cdf-fecal
FB0601
FB060102.CDF
cdf-fecal
FB0601
FB060103.CDF
cdf-fecal
FB0601
FB060104.CDF
cdf-fecal
FB0601
FB060105.CDF
cdf-fecal
FB0601
FB060106.CDF
cdf-fecal
FB0601
FB060107.CDF
cdf-fecal
FB0601
FB060108.CDF
cdf-fecal
FB0601
FB060109.CDF
cdf-fecal
FB0601
FB060110.CDF
cdf-fecal
FB0601
FB060111.CDF
cdf-fecal
FB0601
FB060112.CDF
cdf-fecal
FB0601
FB060113.CDF
cdf-fecal
FB0601
FB060114.CDF
cdf-fecal
FB0601
FB060115.CDF
cdf-fecal
FB0601
FB060116.CDF
cdf-fecal
FB0601
FB060117.CDF
cdf-fecal
FB0601
FB060118.CDF
cdf-fecal
FB0601
FB060119.CDF
cdf-fecal
FB0601
FB060120.CDF
cdf-fecal
FB0601
FB060121.CDF
cdf-fecal
FB0601
FB060122.CDF
cdf-fecal
FB0601
FB060123.CDF
cdf-fecal
FB0601
FB060124.CDF
cdf-fecal
FB0601
FB060125.CDF
cdf-fecal
FB0601
FB060126.CDF
cdf-fecal
FB0601
FB060127.CDF
cdf-fecal
FB0601
FB060128.CDF
cdf-fecal
FB0601
FB060129.CDF
cdf-fecal
FB0601
FB060130.CDF
cdf-fecal
FB0601
FB060131.CDF
cdf-fecal
FB0601
FB060132.CDF
cdf-fecal
FB0601
FB060133.CDF
cdf-fecal
FB0601
FB060134.CDF
cdf-fecal
FB0601
FB060135.CDF
cdf-fecal
FB0601
FB060136.CDF
cdf-fecal
FB0601
FB060137.CDF
cdf-fecal
FB0602
FB060201.CDF
cdf-fecal
FB0602
FB060202.CDF
cdf-fecal
FB0602
FB060203.CDF
cdf-fecal
FB0602
FB060204.CDF
cdf-fecal
FB0602
FB060205.CDF
cdf-fecal
FB0602
FB060206.CDF
cdf-fecal
FB0602
FB060207.CDF
cdf-fecal
FB0602
FB060208.CDF
cdf-fecal
FB0602
FB060209.CDF
cdf-fecal
FB0602
FB060210.CDF
cdf-fecal
FB0602
FB060211.CDF
cdf-fecal
FB0602
FB060212.CDF
cdf-fecal
FB0602
FB060213.CDF
cdf-fecal
FB0602
FB060214.CDF
cdf-fecal
FB0602
FB060215.CDF
cdf-fecal
FB0602
FB060216.CDF
cdf-fecal
FB0602
FB060217.CDF
cdf-fecal
FB0602
FB060218.CDF
cdf-fecal
FB0602
FB060219.CDF
cdf-fecal
FB0602
FB060220.CDF
cdf-fecal
FB0602
FB060221.CDF
cdf-fecal
FB0602
FB060222.CDF
cdf-fecal
FB0602
FB060223.CDF
cdf-fecal
FB0602
FB060224.CDF
cdf-fecal
FB0602
FB060225.CDF
cdf-fecal
FB0602
FB060226.CDF
cdf-fecal
FB0602
FB060227.CDF
cdf-fecal
FB0602
FB060228.CDF
cdf-fecal
FB0602
FB060229.CDF
cdf-fecal
FB0602
FB060230.CDF
cdf-fecal
FB0602
FB060231.CDF
cdf-fecal
FB0602
FB060232.CDF
cdf-fecal
FB0602
FB060233.CDF
cdf-fecal
FB0602
FB060234.CDF
cdf-fecal
FB0602
FB060235.CDF
cdf-fecal
FB0602
FB060236.CDF
cdf-fecal
FB0602
FB060237.CDF
cdf-fecal
FB0603
FB060301.CDF
cdf-fecal
FB0603
FB060302.CDF
cdf-fecal
FB0603
FB060303.CDF
cdf-fecal
FB0603
FB060304.CDF
cdf-fecal
FB0603
FB060305.CDF
cdf-fecal
FB0603
FB060306.CDF
cdf-fecal
FB0603
FB060307.CDF
cdf-fecal
FB0603
FB060308.CDF
cdf-fecal
FB0603
FB060309.CDF
cdf-fecal
FB0603
FB060310.CDF
cdf-fecal
FB0603
FB060311.CDF
cdf-fecal
FB0603
FB060312.CDF
cdf-fecal
FB0603
FB060313.CDF
cdf-fecal
FB0603
FB060314.CDF
cdf-fecal
FB0603
FB060315.CDF
cdf-fecal
FB0603
FB060316.CDF
cdf-fecal
FB0603
FB060317.CDF
cdf-fecal
FB0603
FB060318.CDF
cdf-fecal
FB0603
FB060319.CDF
cdf-fecal
FB0603
FB060320.CDF
cdf-fecal
FB0603
FB060321.CDF
cdf-fecal
FB0603
FB060322.CDF
cdf-fecal
FB0603
FB060323.CDF
cdf-fecal
FB0603
FB060324.CDF
cdf-fecal
FB0603
FB060325.CDF
cdf-fecal
FB0603
FB060326.CDF
cdf-fecal
FB0603
FB060327.CDF
cdf-fecal
FB0603
FB060328.CDF
cdf-fecal
FB0603
FB060329.CDF
cdf-fecal
FB0603
FB060330.CDF
cdf-fecal
FB0603
FB060331.CDF
cdf-fecal
FB0603
FB060332.CDF
cdf-fecal
FB0603
FB060333.CDF
cdf-fecal
FB0603
FB060334.CDF
cdf-fecal
FB0603
FB060335.CDF
cdf-fecal
FB0603
FB060336.CDF
cdf-fecal
FB0603
FB060337.CDF
cdf-fecal
FB0604
FB060401.CDF
cdf-fecal
FB0604
FB060402.CDF
cdf-fecal
FB0604
FB060403.CDF
cdf-fecal
FB0604
FB060404.CDF
cdf-fecal
FB0604
FB060405.CDF
cdf-fecal
FB0604
FB060406.CDF
cdf-fecal
FB0604
FB060407.CDF
cdf-fecal
FB0604
FB060408.CDF
cdf-fecal
FB0604
FB060409.CDF
cdf-fecal
FB0604
FB060410.CDF
cdf-fecal
FB0604
FB060411.CDF
cdf-fecal
FB0604
FB060412.CDF
cdf-fecal
FB0604
FB060413.CDF
cdf-fecal
FB0604
FB060414.CDF
cdf-fecal
FB0604
FB060415.CDF
cdf-fecal
FB0604
FB060416.CDF
cdf-fecal
FB0604
FB060417.CDF
cdf-fecal
FB0604
FB060418.CDF
cdf-fecal
FB0604
FB060419.CDF
cdf-fecal
FB0604
FB060420.CDF
cdf-fecal
FB0604
FB060421.CDF
cdf-fecal
FB0604
FB060422.CDF
cdf-fecal
FB0604
FB060423.CDF
cdf-fecal
FB0604
FB060424.CDF
cdf-fecal
FB0604
FB060425.CDF
cdf-fecal
FB0604
FB060426.CDF
cdf-fecal
FB0604
FB060427.CDF
cdf-fecal
FB0604
FB060428.CDF
cdf-fecal
FB0604
FB060429.CDF
cdf-fecal
FB0604
FB060430.CDF
cdf-fecal
FB0604
FB060431.CDF
cdf-fecal
FB0604
FB060432.CDF
cdf-fecal
FB0604
FB060433.CDF
cdf-fecal
FB0604
FB060434.CDF
cdf-fecal
FB0604
FB060435.CDF
cdf-fecal
FB0604
FB060436.CDF
cdf-fecal
FB0604
FB060437.CDF
cdf-fecal
FB0605
FB060501.CDF
cdf-fecal
FB0605
FB060502.CDF
cdf-fecal
FB0605
FB060503.CDF
cdf-fecal
FB0605
FB060504.CDF
cdf-fecal
FB0605
FB060505.CDF
cdf-fecal
FB0605
FB060506.CDF
cdf-fecal
FB0605
FB060507.CDF
cdf-fecal
FB0605
FB060508.CDF
cdf-fecal
FB0605
FB060509.CDF
cdf-fecal
FB0605
FB060510.CDF
cdf-fecal
FB0605
FB060511.CDF
cdf-fecal
FB0605
FB060512.CDF
cdf-fecal
FB0605
FB060513.CDF
cdf-fecal
FB0605
FB060514.CDF
cdf-fecal
FB0605
FB060515.CDF
cdf-fecal
FB0605
FB060516.CDF
cdf-fecal
FB0605
FB060517.CDF
cdf-fecal
FB0605
FB060518.CDF
cdf-fecal
FB0605
FB060519.CDF
cdf-fecal
FB0605
FB060520.CDF
cdf-fecal
FB0605
FB060521.CDF
cdf-fecal
FB0605
FB060522.CDF
cdf-fecal
FB0605
FB060523.CDF
cdf-fecal
FB0605
FB060524.CDF
cdf-fecal
FB0605
FB060525.CDF
cdf-fecal
FB0605
FB060526.CDF
cdf-fecal
FB0605
FB060527.CDF
cdf-fecal
FB0605
FB060528.CDF
cdf-fecal
FB0605
FB060529.CDF
cdf-fecal
FB0605
FB060530.CDF
cdf-fecal
FB0605
FB060531.CDF
cdf-fecal
FB0605
FB060532.CDF
cdf-fecal
FB0605
FB060533.CDF
cdf-fecal
FB0605
FB060534.CDF
cdf-fecal
FB0605
FB060535.CDF
cdf-fecal
FB0605
FB060536.CDF
cdf-fecal
FB0605
FB060537.CDF
cdf-fecal
FB0606
FB060601.CDF
cdf-fecal
FB0606
FB060602.CDF
cdf-fecal
FB0606
FB060603.CDF
cdf-fecal
FB0606
FB060604.CDF
cdf-fecal
FB0606
FB060605.CDF
cdf-fecal
FB0606
FB060606.CDF
cdf-fecal
FB0606
FB060607.CDF
cdf-fecal
FB0606
FB060608.CDF
cdf-fecal
FB0606
FB060609.CDF
cdf-fecal
FB0606
FB060610.CDF
cdf-fecal
FB0606
FB060611.CDF
cdf-fecal
FB0606
FB060612.CDF
cdf-fecal
FB0606
FB060613.CDF
cdf-fecal
FB0606
FB060614.CDF
cdf-fecal
FB0606
FB060615.CDF
cdf-fecal
FB0606
FB060616.CDF
cdf-fecal
FB0606
FB060617.CDF
cdf-fecal
FB0606
FB060618.CDF
cdf-fecal
FB0606
FB060619.CDF
cdf-fecal
FB0606
FB060620.CDF
cdf-fecal
FB0606
FB060621.CDF
cdf-fecal
FB0606
FB060622.CDF
cdf-fecal
FB0606
FB060623.CDF
cdf-fecal
FB0606
FB060624.CDF
cdf-fecal
FB0606
FB060625.CDF
cdf-fecal
FB0606
FB060626.CDF
cdf-fecal
FB0606
FB060627.CDF
cdf-fecal
FB0606
FB060628.CDF
cdf-fecal
FB0606
FB060629.CDF
cdf-fecal
FB0606
FB060630.CDF
cdf-fecal
FB0606
FB060631.CDF
cdf-fecal
FB0606
FB060632.CDF
cdf-fecal
FB0606
FB060633.CDF
cdf-fecal
FB0606
FB060634.CDF
cdf-fecal
FB0606
FB060635.CDF
cdf-fecal
FB0606
FB060636.CDF
cdf-fecal
FB0606
FB060637.CDF
cdf-fecal
FB0607
FB060701.CDF
cdf-fecal
FB0607
FB060702.CDF
cdf-fecal
FB0607
FB060703.CDF
cdf-fecal
FB0607
FB060704.CDF
cdf-fecal
FB0607
FB060705.CDF
cdf-fecal
FB0607
FB060706.CDF
cdf-fecal
FB0607
FB060707.CDF
cdf-fecal
FB0607
FB060708.CDF
cdf-fecal
FB0607
FB060709.CDF
cdf-fecal
FB0607
FB060710.CDF
cdf-fecal
FB0607
FB060711.CDF
cdf-fecal
FB0607
FB060712.CDF
cdf-fecal
FB0607
FB060713.CDF
cdf-fecal
FB0607
FB060714.CDF
cdf-fecal
FB0607
FB060715.CDF
cdf-fecal
FB0607
FB060716.CDF
cdf-fecal
FB0607
FB060717.CDF
cdf-fecal
FB0607
FB060718.CDF
cdf-fecal
FB0607
FB060719.CDF
cdf-fecal
FB0607
FB060720.CDF
cdf-fecal
FB0607
FB060721.CDF
cdf-fecal
FB0607
FB060722.CDF
cdf-fecal
FB0607
FB060723.CDF
cdf-fecal
FB0607
FB060724.CDF
cdf-fecal
FB0607
FB060725.CDF
cdf-fecal
FB0607
FB060726.CDF
cdf-fecal
FB0607
FB060727.CDF
cdf-fecal
FB0607
FB060728.CDF
cdf-fecal
FB0607
FB060729.CDF
cdf-fecal
FB0607
FB060730.CDF
cdf-fecal
FB0607
FB060731.CDF
cdf-fecal
FB0607
FB060732.CDF
cdf-fecal
FB0607
FB060733.CDF
cdf-fecal
FB0607
FB060734.CDF
cdf-fecal
FB0607
FB060735.CDF
cdf-fecal
FB0607
FB060736.CDF
cdf-fecal
FB0607
FB060737.CDF
cdf-fecal
FB0608
FB060801.CDF
cdf-fecal
FB0608
FB060802.CDF
cdf-fecal
FB0608
FB060803.CDF
cdf-fecal
FB0608
FB060804.CDF
cdf-fecal
FB0608
FB060805.CDF
cdf-fecal
FB0608
FB060806.CDF
cdf-fecal
FB0608
FB060807.CDF
cdf-fecal
FB0608
FB060808.CDF
cdf-fecal
FB0608
FB060809.CDF
cdf-fecal
FB0608
FB060810.CDF
cdf-fecal
FB0608
FB060811.CDF
cdf-fecal
FB0608
FB060812.CDF
cdf-fecal
FB0608
FB060813.CDF
cdf-fecal
FB0608
FB060814.CDF
cdf-fecal
FB0608
FB060815.CDF
cdf-fecal
FB0608
FB060816.CDF
cdf-fecal
FB0608
FB060817.CDF
cdf-fecal
FB0608
FB060818.CDF
cdf-fecal
FB0608
FB060819.CDF
cdf-fecal
FB0608
FB060820.CDF
cdf-fecal
FB0608
FB060821.CDF
cdf-fecal
FB0608
FB060822.CDF
cdf-fecal
FB0608
FB060823.CDF
cdf-fecal
FB0608
FB060824.CDF
cdf-fecal
FB0608
FB060825.CDF
cdf-fecal
FB0608
FB060826.CDF
cdf-fecal
FB0608
FB060827.CDF
cdf-fecal
FB0608
FB060828.CDF
cdf-fecal
FB0608
FB060829.CDF
cdf-fecal
FB0608
FB060830.CDF
cdf-fecal
FB0608
FB060831.CDF
cdf-fecal
FB0608
FB060832.CDF
cdf-fecal
FB0608
FB060833.CDF
cdf-fecal
FB0608
FB060834.CDF
cdf-fecal
FB0608
FB060835.CDF
cdf-fecal
FB0608
FB060836.CDF
cdf-fecal
FB0608
FB060837.CDF
cdf-fecal
FB0609
FB060901.CDF
cdf-fecal
FB0609
FB060902.CDF
cdf-fecal
FB0609
FB060903.CDF
cdf-fecal
FB0609
FB060904.CDF
cdf-fecal
FB0609
FB060905.CDF
cdf-fecal
FB0609
FB060906.CDF
cdf-fecal
FB0609
FB060907.CDF
cdf-fecal
FB0609
FB060908.CDF
cdf-fecal
FB0609
FB060909.CDF
cdf-fecal
FB0609
FB060910.CDF
cdf-fecal
FB0609
FB060911.CDF
cdf-fecal
FB0609
FB060912.CDF
cdf-fecal
FB0609
FB060913.CDF
cdf-fecal
FB0609
FB060914.CDF
cdf-fecal
FB0609
FB060915.CDF
cdf-fecal
FB0609
FB060916.CDF
cdf-fecal
FB0609
FB060917.CDF
cdf-fecal
FB0609
FB060918.CDF
cdf-fecal
FB0609
FB060919.CDF
cdf-fecal
FB0609
FB060920.CDF
cdf-fecal
FB0609
FB060921.CDF
cdf-fecal
FB0609
FB060922.CDF
cdf-fecal
FB0609
FB060923.CDF
cdf-fecal
FB0609
FB060924.CDF
cdf-fecal
FB0609
FB060925.CDF
cdf-fecal
FB0609
FB060926.CDF
cdf-fecal
FB0609
FB060927.CDF
cdf-fecal
FB0609
FB060928.CDF
cdf-fecal
FB0609
FB060929.CDF
cdf-fecal
FB0609
FB060930.CDF
cdf-fecal
FB0609
FB060931.CDF
cdf-fecal
FB0609
FB060932.CDF
cdf-fecal
FB0609
FB060933.CDF
cdf-fecal
FB0609
FB060934.CDF
cdf-fecal
FB0609
FB060935.CDF
cdf-fecal
FB0609
FB060936.CDF
cdf-fecal
FB0609
FB060937.CDF
cdf-fecal
FB0610
FB061001.CDF
cdf-fecal
FB0610
FB061002.CDF
cdf-fecal
FB0610
FB061003.CDF
cdf-fecal
FB0610
FB061004.CDF
cdf-fecal
FB0610
FB061005.CDF
cdf-fecal
FB0610
FB061006.CDF
cdf-fecal
FB0610
FB061007.CDF
cdf-fecal
FB0610
FB061008.CDF
cdf-fecal
FB0610
FB061009.CDF
cdf-fecal
FB0610
FB061010.CDF
cdf-fecal
FB0610
FB061011.CDF
cdf-fecal
FB0610
FB061012.CDF
cdf-fecal
FB0610
FB061013.CDF
cdf-fecal
FB0610
FB061014.CDF
cdf-fecal
FB0610
FB061015.CDF
cdf-fecal
FB0610
FB061016.CDF
cdf-fecal
FB0610
FB061017.CDF
cdf-fecal
FB0610
FB061018.CDF
cdf-fecal
FB0610
FB061019.CDF
cdf-fecal
FB0610
FB061020.CDF
cdf-fecal
FB0610
FB061021.CDF
cdf-fecal
FB0610
FB061022.CDF
cdf-fecal
FB0610
FB061023.CDF
cdf-fecal
FB0610
FB061024.CDF
cdf-fecal
FB0610
FB061025.CDF
cdf-fecal
FB0610
FB061026.CDF
cdf-fecal
FB0610
FB061027.CDF
cdf-fecal
FB0610
FB061028.CDF
cdf-fecal
FB0610
FB061029.CDF
cdf-fecal
FB0610
FB061030.CDF
cdf-fecal
FB0610
FB061031.CDF
cdf-fecal
FB0610
FB061032.CDF
cdf-fecal
FB0610
FB061033.CDF
cdf-fecal
FB0610
FB061034.CDF
cdf-fecal
FB0610
FB061035.CDF
cdf-fecal
FB0610
FB061036.CDF
cdf-fecal
FB0610
FB061037.CDF
cdf-fecal
FB0611
FB061101.CDF
cdf-fecal
FB0611
FB061102.CDF
cdf-fecal
FB0611
FB061103.CDF
cdf-fecal
FB0611
FB061104.CDF
cdf-fecal
FB0611
FB061105.CDF
cdf-fecal
FB0611
FB061106.CDF
cdf-fecal
FB0611
FB061107.CDF
cdf-fecal
FB0611
FB061108.CDF
cdf-fecal
FB0611
FB061109.CDF
cdf-fecal
FB0611
FB061110.CDF
cdf-fecal
FB0611
FB061111.CDF
cdf-fecal
FB0611
FB061112.CDF
cdf-fecal
FB0611
FB061113.CDF
cdf-fecal
FB0611
FB061114.CDF
cdf-fecal
FB0611
FB061115.CDF
cdf-fecal
FB0611
FB061116.CDF
cdf-fecal
FB0611
FB061117.CDF
cdf-fecal
FB0611
FB061118.CDF
cdf-fecal
FB0611
FB061119.CDF
cdf-fecal
FB0611
FB061120.CDF
cdf-fecal
FB0611
FB061121.CDF
cdf-fecal
FB0611
FB061122.CDF
cdf-fecal
FB0611
FB061123.CDF
cdf-fecal
FB0611
FB061124.CDF
cdf-fecal
FB0611
FB061125.CDF
cdf-fecal
FB0611
FB061126.CDF
cdf-fecal
FB0611
FB061127.CDF
cdf-fecal
FB0611
FB061128.CDF
cdf-fecal
FB0611
FB061129.CDF
cdf-fecal
FB0611
FB061130.CDF
cdf-fecal
FB0611
FB061131.CDF
cdf-fecal
FB0611
FB061132.CDF
cdf-fecal
FB0611
FB061133.CDF
cdf-fecal
FB0611
FB061134.CDF
cdf-fecal
FB0611
FB061135.CDF
cdf-fecal
FB0611
FB061136.CDF
cdf-fecal
FB0611
FB061137.CDF
cdf-fecal
FB0612
FB061201.CDF
cdf-fecal
FB0612
FB061202.CDF
cdf-fecal
FB0612
FB061203.CDF
cdf-fecal
FB0612
FB061204.CDF
cdf-fecal
FB0612
FB061205.CDF
cdf-fecal
FB0612
FB061206.CDF
cdf-fecal
FB0612
FB061207.CDF
cdf-fecal
FB0612
FB061208.CDF
cdf-fecal
FB0612
FB061209.CDF
cdf-fecal
FB0612
FB061210.CDF
cdf-fecal
FB0612
FB061211.CDF
cdf-fecal
FB0612
FB061212.CDF
cdf-fecal
FB0612
FB061213.CDF
cdf-fecal
FB0612
FB061214.CDF
cdf-fecal
FB0612
FB061215.CDF
cdf-fecal
FB0612
FB061216.CDF
cdf-fecal
FB0612
FB061217.CDF
cdf-fecal
FB0612
FB061218.CDF
cdf-fecal
FB0612
FB061219.CDF
cdf-fecal
FB0612
FB061220.CDF
cdf-fecal
FB0612
FB061221.CDF
cdf-fecal
FB0612
FB061222.CDF
cdf-fecal
FB0612
FB061223.CDF
cdf-fecal
FB0612
FB061224.CDF
cdf-fecal
FB0612
FB061225.CDF
cdf-fecal
FB0612
FB061226.CDF
cdf-fecal
FB0612
FB061227.CDF
cdf-fecal
FB0612
FB061228.CDF
cdf-fecal
FB0612
FB061229.CDF
cdf-fecal
FB0612
FB061230.CDF
cdf-fecal
FB0612
FB061231.CDF
cdf-fecal
FB0612
FB061232.CDF
cdf-fecal
FB0612
FB061233.CDF
cdf-fecal
FB0612
FB061234.CDF
cdf-fecal
FB0612
FB061235.CDF
cdf-fecal
FB0612
FB061236.CDF
cdf-fecal
FB0612
FB061237.CDF
cdf-fecal
FB0613
FB061301.CDF
cdf-fecal
FB0613
FB061302.CDF
cdf-fecal
FB0613
FB061303.CDF
cdf-fecal
FB0613
FB061304.CDF
cdf-fecal
FB0613
FB061305.CDF
cdf-fecal
FB0613
FB061306.CDF
cdf-fecal
FB0613
FB061307.CDF
cdf-fecal
FB0613
FB061308.CDF
cdf-fecal
FB0613
FB061309.CDF
cdf-fecal
FB0613
FB061310.CDF
cdf-fecal
FB0613
FB061311.CDF
cdf-fecal
FB0613
FB061312.CDF
cdf-fecal
FB0613
FB061313.CDF
cdf-fecal
FB0613
FB061314.CDF
cdf-fecal
FB0613
FB061315.CDF
cdf-fecal
FB0613
FB061316.CDF
cdf-fecal
FB0613
FB061317.CDF
cdf-fecal
FB0613
FB061318.CDF
cdf-fecal
FB0613
FB061319.CDF
cdf-fecal
FB0613
FB061320.CDF
cdf-fecal
FB0613
FB061321.CDF
cdf-fecal
FB0613
FB061322.CDF
cdf-fecal
FB0613
FB061323.CDF
cdf-fecal
FB0613
FB061324.CDF
cdf-fecal
FB0613
FB061325.CDF
cdf-fecal
FB0613
FB061326.CDF
cdf-fecal
FB0613
FB061327.CDF
cdf-fecal
FB0613
FB061328.CDF
cdf-fecal
FB0613
FB061329.CDF
cdf-fecal
FB0613
FB061330.CDF
cdf-fecal
FB0613
FB061331.CDF
cdf-fecal
FB0613
FB061332.CDF
cdf-fecal
FB0613
FB061333.CDF
cdf-fecal
FB0613
FB061334.CDF
cdf-fecal
FB0613
FB061335.CDF
cdf-fecal
FB0613
FB061336.CDF
cdf-fecal
FB0613
FB061337.CDF
cdf-fecal
FB0614
FB061401.CDF
cdf-fecal
FB0614
FB061402.CDF
cdf-fecal
FB0614
FB061403.CDF
cdf-fecal
FB0614
FB061404.CDF
cdf-fecal
FB0614
FB061405.CDF
cdf-fecal
FB0614
FB061406.CDF
cdf-fecal
FB0614
FB061407.CDF
cdf-fecal
FB0614
FB061408.CDF
cdf-fecal
FB0614
FB061409.CDF
cdf-fecal
FB0614
FB061410.CDF
cdf-fecal
FB0614
FB061411.CDF
cdf-fecal
FB0614
FB061412.CDF
cdf-fecal
FB0614
FB061413.CDF
cdf-fecal
FB0614
FB061414.CDF
cdf-fecal
FB0614
FB061415.CDF
cdf-fecal
FB0614
FB061416.CDF
cdf-fecal
FB0614
FB061417.CDF
cdf-fecal
FB0614
FB061418.CDF
cdf-fecal
FB0614
FB061419.CDF
cdf-fecal
FB0614
FB061420.CDF
cdf-fecal
FB0614
FB061421.CDF
cdf-fecal
FB0614
FB061422.CDF
cdf-fecal
FB0614
FB061423.CDF
cdf-fecal
FB0614
FB061424.CDF
cdf-fecal
FB0614
FB061425.CDF
cdf-fecal
FB0614
FB061426.CDF
cdf-fecal
FB0614
FB061427.CDF
cdf-fecal
FB0614
FB061428.CDF
cdf-fecal
FB0614
FB061429.CDF
cdf-fecal
FB0614
FB061430.CDF
cdf-fecal
FB0614
FB061431.CDF
cdf-fecal
FB0614
FB061432.CDF
cdf-fecal
FB0614
FB061433.CDF
cdf-fecal
FB0614
FB061434.CDF
cdf-fecal
FB0614
FB061435.CDF
cdf-fecal
FB0614
FB061436.CDF
cdf-fecal
FB0614
FB061437.CDF
cdf-fecal
FB0615
FB061501.CDF
cdf-fecal
FB0615
FB061502.CDF
cdf-fecal
FB0615
FB061503.CDF
cdf-fecal
FB0615
FB061504.CDF
cdf-fecal
FB0615
FB061505.CDF
cdf-fecal
FB0615
FB061506.CDF
cdf-fecal
FB0615
FB061507.CDF
cdf-fecal
FB0615
FB061508.CDF
cdf-fecal
FB0615
FB061509.CDF
cdf-fecal
FB0615
FB061510.CDF
cdf-fecal
FB0615
FB061511.CDF
cdf-fecal
FB0615
FB061512.CDF
cdf-fecal
FB0615
FB061513.CDF
cdf-fecal
FB0615
FB061514.CDF
cdf-fecal
FB0615
FB061515.CDF
cdf-fecal
FB0615
FB061516.CDF
cdf-fecal
FB0615
FB061517.CDF
cdf-fecal
FB0615
FB061518.CDF
cdf-fecal
FB0615
FB061519.CDF
cdf-fecal
FB0615
FB061520.CDF
cdf-fecal
FB0615
FB061521.CDF
cdf-fecal
FB0615
FB061522.CDF
cdf-fecal
FB0615
FB061523.CDF
cdf-fecal
FB0615
FB061524.CDF
cdf-fecal
FB0615
FB061525.CDF
cdf-fecal
FB0615
FB061526.CDF
cdf-fecal
FB0615
FB061527.CDF
cdf-fecal
FB0615
FB061528.CDF
cdf-fecal
FB0615
FB061529.CDF
cdf-fecal
FB0615
FB061530.CDF
cdf-fecal
FB0615
FB061531.CDF
cdf-fecal
FB0615
FB061532.CDF
cdf-fecal
FB0615
FB061533.CDF
cdf-fecal
FB0615
FB061534.CDF
cdf-fecal
FB0615
FB061535.CDF
cdf-fecal
FB0615
FB061536.CDF
cdf-fecal
FB0615
FB061537.CDF
cdf-fecal
FB0616
FB061601.CDF
cdf-fecal
FB0616
FB061602.CDF
cdf-fecal
FB0616
FB061603.CDF
cdf-fecal
FB0616
FB061604.CDF
cdf-fecal
FB0616
FB061605.CDF
cdf-fecal
FB0616
FB061606.CDF
cdf-fecal
FB0616
FB061607.CDF
cdf-fecal
FB0616
FB061608.CDF
cdf-fecal
FB0616
FB061609.CDF
cdf-fecal
FB0616
FB061610.CDF
cdf-fecal
FB0616
FB061611.CDF
cdf-fecal
FB0616
FB061612.CDF
cdf-fecal
FB0616
FB061613.CDF
cdf-fecal
FB0616
FB061614.CDF
cdf-fecal
FB0616
FB061615.CDF
cdf-fecal
FB0616
FB061616.CDF
cdf-fecal
FB0616
FB061617.CDF
cdf-fecal
FB0616
FB061618.CDF
cdf-fecal
FB0616
FB061619.CDF
cdf-fecal
FB0616
FB061620.CDF
cdf-fecal
FB0616
FB061621.CDF
cdf-fecal
FB0616
FB061622.CDF
cdf-fecal
FB0616
FB061623.CDF
cdf-fecal
FB0616
FB061624.CDF
cdf-fecal
FB0616
FB061625.CDF
cdf-fecal
FB0616
FB061626.CDF
cdf-fecal
FB0616
FB061627.CDF
cdf-fecal
FB0616
FB061628.CDF
cdf-fecal
FB0616
FB061629.CDF
cdf-fecal
FB0616
FB061630.CDF
cdf-fecal
FB0616
FB061631.CDF
cdf-fecal
FB0616
FB061632.CDF
cdf-fecal
FB0616
FB061633.CDF
cdf-fecal
FB0616
FB061634.CDF
cdf-fecal
FB0616
FB061635.CDF
cdf-fecal
FB0616
FB061636.CDF
cdf-fecal
FB0616
FB061637.CDF
cdf-fecal
FB0617
FB061701.CDF
cdf-fecal
FB0617
FB061702.CDF
cdf-fecal
FB0617
FB061703.CDF
cdf-fecal
FB0617
FB061704.CDF
cdf-fecal
FB0617
FB061705.CDF
cdf-fecal
FB0617
FB061706.CDF
cdf-fecal
FB0617
FB061707.CDF
cdf-fecal
FB0617
FB061708.CDF
cdf-fecal
FB0617
FB061709.CDF
cdf-fecal
FB0617
FB061710.CDF
cdf-fecal
FB0617
FB061711.CDF
cdf-fecal
FB0617
FB061712.CDF
cdf-fecal
FB0617
FB061713.CDF
cdf-fecal
FB0617
FB061714.CDF
cdf-fecal
FB0617
FB061715.CDF
cdf-fecal
FB0617
FB061716.CDF
cdf-fecal
FB0617
FB061717.CDF
cdf-fecal
FB0617
FB061718.CDF
cdf-fecal
FB0617
FB061719.CDF
cdf-fecal
FB0617
FB061720.CDF
cdf-fecal
FB0617
FB061721.CDF
cdf-fecal
FB0617
FB061722.CDF
cdf-fecal
FB0617
FB061723.CDF
cdf-fecal
FB0617
FB061724.CDF
cdf-fecal
FB0617
FB061725.CDF
cdf-fecal
FB0617
FB061726.CDF
cdf-fecal
FB0617
FB061727.CDF
cdf-fecal
FB0617
FB061728.CDF
cdf-fecal
FB0617
FB061729.CDF
cdf-fecal
FB0617
FB061730.CDF
cdf-fecal
FB0617
FB061731.CDF
cdf-fecal
FB0617
FB061732.CDF
cdf-fecal
FB0617
FB061733.CDF
cdf-fecal
FB0617
FB061734.CDF
cdf-fecal
FB0617
FB061735.CDF
cdf-fecal
FB0617
FB061736.CDF
cdf-fecal
FB0617
FB061737.CDF
cdf-fecal
FB0618
FB061801.CDF
cdf-fecal
FB0618
FB061802.CDF
cdf-fecal
FB0618
FB061803.CDF
cdf-fecal
FB0618
FB061804.CDF
cdf-fecal
FB0618
FB061805.CDF
cdf-fecal
FB0618
FB061806.CDF
cdf-fecal
FB0618
FB061807.CDF
cdf-fecal
FB0618
FB061808.CDF
cdf-fecal
FB0618
FB061809.CDF
cdf-fecal
FB0618
FB061810.CDF
cdf-fecal
FB0618
FB061811.CDF
cdf-fecal
FB0618
FB061812.CDF
cdf-fecal
FB0618
FB061813.CDF
cdf-fecal
FB0618
FB061814.CDF
cdf-fecal
FB0618
FB061815.CDF
cdf-fecal
FB0618
FB061816.CDF
cdf-fecal
FB0618
FB061817.CDF
cdf-fecal
FB0618
FB061818.CDF
cdf-fecal
FB0618
FB061819.CDF
cdf-fecal
FB0618
FB061820.CDF
cdf-fecal
FB0618
FB061821.CDF
cdf-fecal
FB0618
FB061822.CDF
cdf-fecal
FB0618
FB061823.CDF
cdf-fecal
FB0618
FB061824.CDF
cdf-fecal
FB0618
FB061825.CDF
cdf-fecal
FB0618
FB061826.CDF
cdf-fecal
FB0618
FB061827.CDF
cdf-fecal
FB0618
FB061828.CDF
cdf-fecal
FB0618
FB061829.CDF
cdf-fecal
FB0618
FB061830.CDF
cdf-fecal
FB0618
FB061831.CDF
cdf-fecal
FB0618
FB061832.CDF
cdf-fecal
FB0618
FB061833.CDF
cdf-fecal
FB0618
FB061834.CDF
cdf-fecal
FB0618
FB061835.CDF
cdf-fecal
FB0618
FB061836.CDF
cdf-fecal
FB0618
FB061837.CDF
cdf-fecal
FB0619
FB061901.CDF
cdf-fecal
FB0619
FB061902.CDF
cdf-fecal
FB0619
FB061903.CDF
cdf-fecal
FB0619
FB061904.CDF
cdf-fecal
FB0619
FB061905.CDF
cdf-fecal
FB0619
FB061906.CDF
cdf-fecal
FB0619
FB061907.CDF
cdf-fecal
FB0619
FB061908.CDF
cdf-fecal
FB0619
FB061909.CDF
cdf-fecal
FB0619
FB061910.CDF
cdf-fecal
FB0619
FB061911.CDF
cdf-fecal
FB0619
FB061912.CDF
cdf-fecal
FB0619
FB061913.CDF
cdf-fecal
FB0619
FB061914.CDF
cdf-fecal
FB0619
FB061915.CDF
cdf-fecal
FB0619
FB061916.CDF
cdf-fecal
FB0619
FB061917.CDF
cdf-fecal
FB0619
FB061918.CDF
cdf-fecal
FB0619
FB061919.CDF
cdf-fecal
FB0619
FB061920.CDF
cdf-fecal
FB0619
FB061921.CDF
cdf-fecal
FB0619
FB061922.CDF
cdf-fecal
FB0619
FB061923.CDF
cdf-fecal
FB0619
FB061924.CDF
cdf-fecal
FB0619
FB061925.CDF
cdf-fecal
FB0619
FB061926.CDF
cdf-fecal
FB0619
FB061927.CDF
cdf-fecal
FB0619
FB061928.CDF
cdf-fecal
FB0619
FB061929.CDF
cdf-fecal
FB0619
FB061930.CDF
cdf-fecal
FB0619
FB061931.CDF
cdf-fecal
FB0619
FB061932.CDF
cdf-fecal
FB0619
FB061933.CDF
cdf-fecal
FB0619
FB061934.CDF
cdf-fecal
FB0619
FB061935.CDF
cdf-fecal
FB0619
FB061936.CDF
cdf-fecal
FB0619
FB061937.CDF
cdf-fecal
FB0620
FB062001.CDF
cdf-fecal
FB0620
FB062002.CDF
cdf-fecal
FB0620
FB062003.CDF
cdf-fecal
FB0620
FB062004.CDF
cdf-fecal
FB0620
FB062005.CDF
cdf-fecal
FB0620
FB062006.CDF
cdf-fecal
FB0620
FB062007.CDF
cdf-fecal
FB0620
FB062008.CDF
cdf-fecal
FB0620
FB062009.CDF
cdf-fecal
FB0620
FB062010.CDF
cdf-fecal
FB0620
FB062011.CDF
cdf-fecal
FB0620
FB062012.CDF
cdf-fecal
FB0620
FB062013.CDF
cdf-fecal
FB0620
FB062014.CDF
cdf-fecal
FB0620
FB062015.CDF
cdf-fecal
FB0620
FB062016.CDF
cdf-fecal
FB0620
FB062017.CDF
cdf-fecal
FB0620
FB062018.CDF
cdf-fecal
FB0620
FB062019.CDF
cdf-fecal
FB0620
FB062020.CDF
cdf-fecal
FB0620
FB062021.CDF
cdf-fecal
FB0620
FB062022.CDF
cdf-fecal
FB0620
FB062023.CDF
cdf-fecal
FB0620
FB062024.CDF
cdf-fecal
FB0620
FB062025.CDF
cdf-fecal
FB0620
FB062026.CDF
cdf-fecal
FB0620
FB062027.CDF
cdf-fecal
FB0620
FB062028.CDF
cdf-fecal
FB0620
FB062029.CDF
cdf-fecal
FB0620
FB062030.CDF
cdf-fecal
FB0620
FB062031.CDF
cdf-fecal
FB0620
FB062032.CDF
cdf-fecal
FB0620
FB062033.CDF
cdf-fecal
FB0620
FB062034.CDF
cdf-fecal
FB0620
FB062035.CDF
cdf-fecal
FB0620
FB062036.CDF
cdf-fecal
FB0620
FB062037.CDF
cdf-fecal
FB0621
FB062101.CDF
cdf-fecal
FB0621
FB062102.CDF
cdf-fecal
FB0621
FB062103.CDF
cdf-fecal
FB0621
FB062104.CDF
cdf-fecal
FB0621
FB062105.CDF
cdf-fecal
FB0621
FB062106.CDF
cdf-fecal
FB0621
FB062107.CDF
cdf-fecal
FB0621
FB062108.CDF
cdf-fecal
FB0621
FB062109.CDF
cdf-fecal
FB0621
FB062110.CDF
cdf-fecal
FB0621
FB062111.CDF
cdf-fecal
FB0621
FB062112.CDF
cdf-fecal
FB0621
FB062113.CDF
cdf-fecal
FB0621
FB062114.CDF
cdf-fecal
FB0621
FB062115.CDF
cdf-fecal
FB0621
FB062116.CDF
cdf-fecal
FB0621
FB062117.CDF
cdf-fecal
FB0621
FB062118.CDF
cdf-fecal
FB0621
FB062119.CDF
cdf-fecal
FB0621
FB062120.CDF
cdf-fecal
FB0621
FB062121.CDF
cdf-fecal
FB0621
FB062122.CDF
cdf-fecal
FB0621
FB062123.CDF
cdf-fecal
FB0621
FB062124.CDF
cdf-fecal
FB0621
FB062125.CDF
cdf-fecal
FB0621
FB062126.CDF
cdf-fecal
FB0621
FB062127.CDF
cdf-fecal
FB0621
FB062128.CDF
cdf-fecal
FB0621
FB062129.CDF
cdf-fecal
FB0621
FB062130.CDF
cdf-fecal
FB0621
FB062131.CDF
cdf-fecal
FB0621
FB062132.CDF
cdf-fecal
FB0621
FB062133.CDF
cdf-fecal
FB0621
FB062134.CDF
cdf-fecal
FB0621
FB062135.CDF
cdf-fecal
FB0621
FB062136.CDF
cdf-fecal
FB0621
FB062137.CDF
cdf-fecal
FB0622
FB062201.CDF
cdf-fecal
FB0622
FB062202.CDF
cdf-fecal
FB0622
FB062203.CDF
cdf-fecal
FB0622
FB062204.CDF
cdf-fecal
FB0622
FB062205.CDF
cdf-fecal
FB0622
FB062206.CDF
cdf-fecal
FB0622
FB062207.CDF
cdf-fecal
FB0622
FB062208.CDF
cdf-fecal
FB0622
FB062209.CDF
cdf-fecal
FB0622
FB062210.CDF
cdf-fecal
FB0622
FB062211.CDF
cdf-fecal
FB0622
FB062212.CDF
cdf-fecal
FB0622
FB062213.CDF
cdf-fecal
FB0622
FB062214.CDF
cdf-fecal
FB0622
FB062215.CDF
cdf-fecal
FB0622
FB062216.CDF
cdf-fecal
FB0622
FB062217.CDF
cdf-fecal
FB0622
FB062218.CDF
cdf-fecal
FB0622
FB062219.CDF
cdf-fecal
FB0622
FB062220.CDF
cdf-fecal
FB0622
FB062221.CDF
cdf-fecal
FB0622
FB062222.CDF
cdf-fecal
FB0622
FB062223.CDF
cdf-fecal
FB0622
FB062224.CDF
cdf-fecal
FB0622
FB062225.CDF
cdf-fecal
FB0622
FB062226.CDF
cdf-fecal
FB0622
FB062227.CDF
cdf-fecal
FB0622
FB062228.CDF
cdf-fecal
FB0622
FB062229.CDF
cdf-fecal
FB0622
FB062230.CDF
cdf-fecal
FB0622
FB062231.CDF
cdf-fecal
FB0622
FB062232.CDF
cdf-fecal
FB0622
FB062233.CDF
cdf-fecal
FB0622
FB062234.CDF
cdf-fecal
FB0622
FB062235.CDF
cdf-fecal
FB0622
FB062236.CDF
cdf-fecal
FB0622
FB062237.CDF
cdf-fecal
FB0623
FB062301.CDF
cdf-fecal
FB0623
FB062302.CDF
cdf-fecal
FB0623
FB062303.CDF
cdf-fecal
FB0623
FB062304.CDF
cdf-fecal
FB0623
FB062305.CDF
cdf-fecal
FB0623
FB062306.CDF
cdf-fecal
FB0623
FB062307.CDF
cdf-fecal
FB0623
FB062308.CDF
cdf-fecal
FB0623
FB062309.CDF
cdf-fecal
FB0623
FB062310.CDF
cdf-fecal
FB0623
FB062311.CDF
cdf-fecal
FB0623
FB062312.CDF
cdf-fecal
FB0623
FB062313.CDF
cdf-fecal
FB0623
FB062314.CDF
cdf-fecal
FB0623
FB062315.CDF
cdf-fecal
FB0623
FB062316.CDF
cdf-fecal
FB0623
FB062317.CDF
cdf-fecal
FB0623
FB062318.CDF
cdf-fecal
FB0623
FB062319.CDF
cdf-fecal
FB0623
FB062320.CDF
cdf-fecal
FB0623
FB062321.CDF
cdf-fecal
FB0623
FB062322.CDF
cdf-fecal
FB0623
FB062323.CDF
cdf-fecal
FB0623
FB062324.CDF
cdf-fecal
FB0623
FB062325.CDF
cdf-fecal
FB0623
FB062326.CDF
cdf-fecal
FB0623
FB062327.CDF
cdf-fecal
FB0623
FB062328.CDF
cdf-fecal
FB0623
FB062329.CDF
cdf-fecal
FB0623
FB062330.CDF
cdf-fecal
FB0623
FB062331.CDF
cdf-fecal
FB0623
FB062332.CDF
cdf-fecal
FB0623
FB062333.CDF
cdf-fecal
FB0623
FB062334.CDF
cdf-fecal
FB0623
FB062335.CDF
cdf-fecal
FB0623
FB062336.CDF
cdf-fecal
FB0623
FB062337.CDF
cdf-fecal
FB0624
FB062401.CDF
cdf-fecal
FB0624
FB062402.CDF
cdf-fecal
FB0624
FB062403.CDF
cdf-fecal
FB0624
FB062404.CDF
cdf-fecal
FB0624
FB062405.CDF
cdf-fecal
FB0624
FB062406.CDF
cdf-fecal
FB0624
FB062407.CDF
cdf-fecal
FB0624
FB062408.CDF
cdf-fecal
FB0624
FB062409.CDF
cdf-fecal
FB0624
FB062410.CDF
cdf-fecal
FB0624
FB062411.CDF
cdf-fecal
FB0624
FB062412.CDF
cdf-fecal
FB0624
FB062413.CDF
cdf-fecal
FB0624
FB062414.CDF
cdf-fecal
FB0624
FB062415.CDF
cdf-fecal
FB0624
FB062416.CDF
cdf-fecal
FB0624
FB062417.CDF
cdf-fecal
FB0624
FB062418.CDF
cdf-fecal
FB0624
FB062419.CDF
cdf-fecal
FB0624
FB062420.CDF
cdf-fecal
FB0624
FB062421.CDF
cdf-fecal
FB0624
FB062422.CDF
cdf-fecal
FB0624
FB062423.CDF
cdf-fecal
FB0624
FB062424.CDF
cdf-fecal
FB0624
FB062425.CDF
cdf-fecal
FB0624
FB062426.CDF
cdf-fecal
FB0624
FB062427.CDF
cdf-fecal
FB0624
FB062428.CDF
cdf-fecal
FB0624
FB062429.CDF
cdf-fecal
FB0624
FB062430.CDF
cdf-fecal
FB0624
FB062431.CDF
cdf-fecal
FB0624
FB062432.CDF
cdf-fecal
FB0624
FB062433.CDF
cdf-fecal
FB0624
FB062434.CDF
cdf-fecal
FB0624
FB062435.CDF
cdf-fecal
FB0624
FB062436.CDF
cdf-fecal
FB0624
FB062437.CDF
cdf-fecal
FB0625
FB062501.CDF
cdf-fecal
FB0625
FB062502.CDF
cdf-fecal
FB0625
FB062503.CDF
cdf-fecal
FB0625
FB062504.CDF
cdf-fecal
FB0625
FB062505.CDF
cdf-fecal
FB0625
FB062506.CDF
cdf-fecal
FB0625
FB062507.CDF
cdf-fecal
FB0625
FB062508.CDF
cdf-fecal
FB0625
FB062509.CDF
cdf-fecal
FB0625
FB062510.CDF
cdf-fecal
FB0625
FB062511.CDF
cdf-fecal
FB0625
FB062512.CDF
cdf-fecal
FB0625
FB062513.CDF
cdf-fecal
FB0625
FB062514.CDF
cdf-fecal
FB0625
FB062515.CDF
cdf-fecal
FB0625
FB062516.CDF
cdf-fecal
FB0625
FB062517.CDF
cdf-fecal
FB0625
FB062518.CDF
cdf-fecal
FB0625
FB062519.CDF
cdf-fecal
FB0625
FB062520.CDF
cdf-fecal
FB0625
FB062521.CDF
cdf-fecal
FB0625
FB062522.CDF
cdf-fecal
FB0625
FB062523.CDF
cdf-fecal
FB0625
FB062524.CDF
cdf-fecal
FB0625
FB062525.CDF
cdf-fecal
FB0625
FB062526.CDF
cdf-fecal
FB0625
FB062527.CDF
cdf-fecal
FB0625
FB062528.CDF
cdf-fecal
FB0625
FB062529.CDF
cdf-fecal
FB0625
FB062530.CDF
cdf-fecal
FB0625
FB062531.CDF
cdf-fecal
FB0625
FB062532.CDF
cdf-fecal
FB0625
FB062533.CDF
cdf-fecal
FB0625
FB062534.CDF
cdf-fecal
FB0625
FB062535.CDF
cdf-fecal
FB0625
FB062536.CDF
cdf-fecal
FB0625
FB062537.CDF
cdf-fecal
FB0626
FB062601.CDF
cdf-fecal
FB0626
FB062602.CDF
cdf-fecal
FB0626
FB062603.CDF
cdf-fecal
FB0626
FB062604.CDF
cdf-fecal
FB0626
FB062605.CDF
cdf-fecal
FB0626
FB062606.CDF
cdf-fecal
FB0626
FB062607.CDF
cdf-fecal
FB0626
FB062608.CDF
cdf-fecal
FB0626
FB062609.CDF
cdf-fecal
FB0626
FB062610.CDF
cdf-fecal
FB0626
FB062611.CDF
cdf-fecal
FB0626
FB062612.CDF
cdf-fecal
FB0626
FB062613.CDF
cdf-fecal
FB0626
FB062614.CDF
cdf-fecal
FB0626
FB062615.CDF
cdf-fecal
FB0626
FB062616.CDF
cdf-fecal
FB0626
FB062617.CDF
cdf-fecal
FB0626
FB062618.CDF
cdf-fecal
FB0626
FB062619.CDF
cdf-fecal
FB0626
FB062620.CDF
cdf-fecal
FB0626
FB062621.CDF
cdf-fecal
FB0626
FB062622.CDF
cdf-fecal
FB0626
FB062623.CDF
cdf-fecal
FB0626
FB062624.CDF
cdf-fecal
FB0626
FB062625.CDF
cdf-fecal
FB0626
FB062626.CDF
cdf-fecal
FB0626
FB062627.CDF
cdf-fecal
FB0626
FB062628.CDF
cdf-fecal
FB0626
FB062629.CDF
cdf-fecal
FB0626
FB062630.CDF
cdf-fecal
FB0626
FB062631.CDF
cdf-fecal
FB0626
FB062632.CDF
cdf-fecal
FB0626
FB062633.CDF
cdf-fecal
FB0626
FB062634.CDF
cdf-fecal
FB0626
FB062635.CDF
cdf-fecal
FB0626
FB062636.CDF
cdf-fecal
FB0626
FB062637.CDF
cdf-fecal
FB0627
FB062701.CDF
cdf-fecal
FB0627
FB062702.CDF
cdf-fecal
FB0627
FB062703.CDF
cdf-fecal
FB0627
FB062704.CDF
cdf-fecal
FB0627
FB062705.CDF
cdf-fecal
FB0627
FB062706.CDF
cdf-fecal
FB0627
FB062707.CDF
cdf-fecal
FB0627
FB062708.CDF
cdf-fecal
FB0627
FB062709.CDF
cdf-fecal
FB0627
FB062710.CDF
cdf-fecal
FB0627
FB062711.CDF
cdf-fecal
FB0627
FB062712.CDF
cdf-fecal
FB0627
FB062713.CDF
cdf-fecal
FB0627
FB062714.CDF
cdf-fecal
FB0627
FB062715.CDF
cdf-fecal
FB0627
FB062716.CDF
cdf-fecal
FB0627
FB062717.CDF
cdf-fecal
FB0627
FB062718.CDF
cdf-fecal
FB0627
FB062719.CDF
cdf-fecal
FB0627
FB062720.CDF
cdf-fecal
FB0627
FB062721.CDF
cdf-fecal
FB0627
FB062722.CDF
cdf-fecal
FB0627
FB062723.CDF
cdf-fecal
FB0627
FB062724.CDF
cdf-fecal
FB0627
FB062725.CDF
cdf-fecal
FB0627
FB062726.CDF
cdf-fecal
FB0627
FB062727.CDF
cdf-fecal
FB0627
FB062728.CDF
cdf-fecal
FB0627
FB062729.CDF
cdf-fecal
FB0627
FB062730.CDF
cdf-fecal
FB0627
FB062731.CDF
cdf-fecal
FB0627
FB062732.CDF
cdf-fecal
FB0627
FB062733.CDF
cdf-fecal
FB0627
FB062734.CDF
cdf-fecal
FB0627
FB062735.CDF
cdf-fecal
FB0627
FB062736.CDF
cdf-fecal
FB0627
FB062737.CDF
cdf-fecal
FB0628
FB062801.CDF
cdf-fecal
FB0628
FB062802.CDF
cdf-fecal
FB0628
FB062803.CDF
cdf-fecal
FB0628
FB062804.CDF
cdf-fecal
FB0628
FB062805.CDF
cdf-fecal
FB0628
FB062806.CDF
cdf-fecal
FB0628
FB062807.CDF
cdf-fecal
FB0628
FB062808.CDF
cdf-fecal
FB0628
FB062809.CDF
cdf-fecal
FB0628
FB062810.CDF
cdf-fecal
FB0628
FB062811.CDF
cdf-fecal
FB0628
FB062812.CDF
cdf-fecal
FB0628
FB062813.CDF
cdf-fecal
FB0628
FB062814.CDF
cdf-fecal
FB0628
FB062815.CDF
cdf-fecal
FB0628
FB062816.CDF
cdf-fecal
FB0628
FB062817.CDF
cdf-fecal
FB0628
FB062818.CDF
cdf-fecal
FB0628
FB062819.CDF
cdf-fecal
FB0628
FB062820.CDF
cdf-fecal
FB0628
FB062821.CDF
cdf-fecal
FB0628
FB062822.CDF
cdf-fecal
FB0628
FB062823.CDF
cdf-fecal
FB0628
FB062824.CDF
cdf-fecal
FB0628
FB062825.CDF
cdf-fecal
FB0628
FB062826.CDF
cdf-fecal
FB0628
FB062827.CDF
cdf-fecal
FB0628
FB062828.CDF
cdf-fecal
FB0628
FB062829.CDF
cdf-fecal
FB0628
FB062830.CDF
cdf-fecal
FB0628
FB062831.CDF
cdf-fecal
FB0628
FB062832.CDF
cdf-fecal
FB0628
FB062833.CDF
cdf-fecal
FB0628
FB062834.CDF
cdf-fecal
FB0628
FB062835.CDF
cdf-fecal
FB0628
FB062836.CDF
cdf-fecal
FB0628
FB062837.CDF
cdf-fecal
FB0629
FB062901.CDF
cdf-fecal
FB0629
FB062902.CDF
cdf-fecal
FB0629
FB062903.CDF
cdf-fecal
FB0629
FB062904.CDF
cdf-fecal
FB0629
FB062905.CDF
cdf-fecal
FB0629
FB062906.CDF
cdf-fecal
FB0629
FB062907.CDF
cdf-fecal
FB0629
FB062908.CDF
cdf-fecal
FB0629
FB062909.CDF
cdf-fecal
FB0629
FB062910.CDF
cdf-fecal
FB0629
FB062911.CDF
cdf-fecal
FB0629
FB062912.CDF
cdf-fecal
FB0629
FB062913.CDF
cdf-fecal
FB0629
FB062914.CDF
cdf-fecal
FB0629
FB062915.CDF
cdf-fecal
FB0629
FB062916.CDF
cdf-fecal
FB0629
FB062917.CDF
cdf-fecal
FB0629
FB062918.CDF
cdf-fecal
FB0629
FB062919.CDF
cdf-fecal
FB0629
FB062920.CDF
cdf-fecal
FB0629
FB062921.CDF
cdf-fecal
FB0629
FB062922.CDF
cdf-fecal
FB0629
FB062923.CDF
cdf-fecal
FB0629
FB062924.CDF
cdf-fecal
FB0629
FB062925.CDF
cdf-fecal
FB0629
FB062926.CDF
cdf-fecal
FB0629
FB062927.CDF
cdf-fecal
FB0629
FB062928.CDF
cdf-fecal
FB0629
FB062929.CDF
cdf-fecal
FB0629
FB062930.CDF
cdf-fecal
FB0629
FB062931.CDF
cdf-fecal
FB0629
FB062932.CDF
cdf-fecal
FB0629
FB062933.CDF
cdf-fecal
FB0629
FB062934.CDF
cdf-fecal
FB0629
FB062935.CDF
cdf-fecal
FB0629
FB062936.CDF
cdf-fecal
FB0629
FB062937.CDF
cdf-fecal
FB0630
FB063001.CDF
cdf-fecal
FB0630
FB063002.CDF
cdf-fecal
FB0630
FB063003.CDF
cdf-fecal
FB0630
FB063004.CDF
cdf-fecal
FB0630
FB063005.CDF
cdf-fecal
FB0630
FB063006.CDF
cdf-fecal
FB0630
FB063007.CDF
cdf-fecal
FB0630
FB063008.CDF
cdf-fecal
FB0630
FB063009.CDF
cdf-fecal
FB0630
FB063010.CDF
cdf-fecal
FB0630
FB063011.CDF
cdf-fecal
FB0630
FB063012.CDF
cdf-fecal
FB0630
FB063013.CDF
cdf-fecal
FB0630
FB063014.CDF
cdf-fecal
FB0630
FB063015.CDF
cdf-fecal
FB0630
FB063016.CDF
cdf-fecal
FB0630
FB063017.CDF
cdf-fecal
FB0630
FB063018.CDF
cdf-fecal
FB0630
FB063019.CDF
cdf-fecal
FB0630
FB063020.CDF
cdf-fecal
FB0630
FB063021.CDF
cdf-fecal
FB0630
FB063022.CDF
cdf-fecal
FB0630
FB063023.CDF
cdf-fecal
FB0630
FB063024.CDF
cdf-fecal
FB0630
FB063025.CDF
cdf-fecal
FB0630
FB063026.CDF
cdf-fecal
FB0630
FB063027.CDF
cdf-fecal
FB0630
FB063028.CDF
cdf-fecal
FB0630
FB063029.CDF
cdf-fecal
FB0630
FB063030.CDF
cdf-fecal
FB0630
FB063031.CDF
cdf-fecal
FB0630
FB063032.CDF
cdf-fecal
FB0630
FB063033.CDF
cdf-fecal
FB0630
FB063034.CDF
cdf-fecal
FB0630
FB063035.CDF
cdf-fecal
FB0630
FB063036.CDF
cdf-fecal
FB0630
FB063037.CDF
cdf-fecal
FB0631
FB063101.CDF
cdf-fecal
FB0631
FB063102.CDF
cdf-fecal
FB0631
FB063103.CDF
cdf-fecal
FB0631
FB063104.CDF
cdf-fecal
FB0631
FB063105.CDF
cdf-fecal
FB0631
FB063106.CDF
cdf-fecal
FB0631
FB063107.CDF
cdf-fecal
FB0631
FB063108.CDF
cdf-fecal
FB0631
FB063109.CDF
cdf-fecal
FB0631
FB063110.CDF
cdf-fecal
FB0631
FB063111.CDF
cdf-fecal
FB0631
FB063112.CDF
cdf-fecal
FB0631
FB063113.CDF
cdf-fecal
FB0631
FB063114.CDF
cdf-fecal
FB0631
FB063115.CDF
cdf-fecal
FB0631
FB063116.CDF
cdf-fecal
FB0631
FB063117.CDF
cdf-fecal
FB0631
FB063118.CDF
cdf-fecal
FB0631
FB063119.CDF
cdf-fecal
FB0631
FB063120.CDF
cdf-fecal
FB0631
FB063121.CDF
cdf-fecal
FB0631
FB063122.CDF
cdf-fecal
FB0631
FB063123.CDF
cdf-fecal
FB0631
FB063124.CDF
cdf-fecal
FB0631
FB063125.CDF
cdf-fecal
FB0631
FB063126.CDF
cdf-fecal
FB0631
FB063127.CDF
cdf-fecal
FB0631
FB063128.CDF
cdf-fecal
FB0631
FB063129.CDF
cdf-fecal
FB0631
FB063130.CDF
cdf-fecal
FB0631
FB063131.CDF
cdf-fecal
FB0631
FB063132.CDF
cdf-fecal
FB0631
FB063133.CDF
cdf-fecal
FB0631
FB063134.CDF
cdf-fecal
FB0631
FB063135.CDF
cdf-fecal
FB0631
FB063136.CDF
cdf-fecal
FB0631
FB063137.CDF
cdf-fecal
FB0632
FB063201.CDF
cdf-fecal
FB0632
FB063202.CDF
cdf-fecal
FB0632
FB063203.CDF
cdf-fecal
FB0632
FB063204.CDF
cdf-fecal
FB0632
FB063205.CDF
cdf-fecal
FB0632
FB063206.CDF
cdf-fecal
FB0632
FB063207.CDF
cdf-fecal
FB0632
FB063208.CDF
cdf-fecal
FB0632
FB063209.CDF
cdf-fecal
FB0632
FB063210.CDF
cdf-fecal
FB0632
FB063211.CDF
cdf-fecal
FB0632
FB063212.CDF
cdf-fecal
FB0632
FB063213.CDF
cdf-fecal
FB0632
FB063214.CDF
cdf-fecal
FB0632
FB063215.CDF
cdf-fecal
FB0632
FB063216.CDF
cdf-fecal
FB0632
FB063217.CDF
cdf-fecal
FB0632
FB063218.CDF
cdf-fecal
FB0632
FB063219.CDF
cdf-fecal
FB0632
FB063220.CDF
cdf-fecal
FB0632
FB063221.CDF
cdf-fecal
FB0632
FB063222.CDF
cdf-fecal
FB0632
FB063223.CDF
cdf-fecal
FB0632
FB063224.CDF
cdf-fecal
FB0632
FB063225.CDF
cdf-fecal
FB0632
FB063226.CDF
cdf-fecal
FB0632
FB063227.CDF
cdf-fecal
FB0632
FB063228.CDF
cdf-fecal
FB0632
FB063229.CDF
cdf-fecal
FB0632
FB063230.CDF
cdf-fecal
FB0632
FB063231.CDF
cdf-fecal
FB0632
FB063232.CDF
cdf-fecal
FB0632
FB063233.CDF
cdf-fecal
FB0632
FB063234.CDF
cdf-fecal
FB0632
FB063235.CDF
cdf-fecal
FB0632
FB063236.CDF
cdf-fecal
FB0632
FB063237.CDF
cdf-fecal
FB0633
FB063301.CDF
cdf-fecal
FB0633
FB063302.CDF
cdf-fecal
FB0633
FB063303.CDF
cdf-fecal
FB0633
FB063304.CDF
cdf-fecal
FB0633
FB063305.CDF
cdf-fecal
FB0633
FB063306.CDF
cdf-fecal
FB0633
FB063307.CDF
cdf-fecal
FB0633
FB063308.CDF
cdf-fecal
FB0633
FB063309.CDF
cdf-fecal
FB0633
FB063310.CDF
cdf-fecal
FB0633
FB063311.CDF
cdf-fecal
FB0633
FB063312.CDF
cdf-fecal
FB0633
FB063313.CDF
cdf-fecal
FB0633
FB063314.CDF
cdf-fecal
FB0633
FB063315.CDF
cdf-fecal
FB0633
FB063316.CDF
cdf-fecal
FB0633
FB063317.CDF
cdf-fecal
FB0633
FB063318.CDF
cdf-fecal
FB0633
FB063319.CDF
cdf-fecal
FB0633
FB063320.CDF
cdf-fecal
FB0633
FB063321.CDF
cdf-fecal
FB0633
FB063322.CDF
cdf-fecal
FB0633
FB063323.CDF
cdf-fecal
FB0633
FB063324.CDF
cdf-fecal
FB0633
FB063325.CDF
cdf-fecal
FB0633
FB063326.CDF
cdf-fecal
FB0633
FB063327.CDF
cdf-fecal
FB0633
FB063328.CDF
cdf-fecal
FB0633
FB063329.CDF
cdf-fecal
FB0633
FB063330.CDF
cdf-fecal
FB0633
FB063331.CDF
cdf-fecal
FB0633
FB063332.CDF
cdf-fecal
FB0633
FB063333.CDF
cdf-fecal
FB0633
FB063334.CDF
cdf-fecal
FB0633
FB063335.CDF
cdf-fecal
FB0633
FB063336.CDF
cdf-fecal
FB0633
FB063337.CDF
cdf-fecal
FB0634
FB063401.CDF
cdf-fecal
FB0634
FB063402.CDF
cdf-fecal
FB0634
FB063403.CDF
cdf-fecal
FB0634
FB063404.CDF
cdf-fecal
FB0634
FB063405.CDF
cdf-fecal
FB0634
FB063406.CDF
cdf-fecal
FB0634
FB063407.CDF
cdf-fecal
FB0634
FB063408.CDF
cdf-fecal
FB0634
FB063409.CDF
cdf-fecal
FB0634
FB063410.CDF
cdf-fecal
FB0634
FB063411.CDF
cdf-fecal
FB0634
FB063412.CDF
cdf-fecal
FB0634
FB063413.CDF
cdf-fecal
FB0634
FB063414.CDF
cdf-fecal
FB0634
FB063415.CDF
cdf-fecal
FB0634
FB063416.CDF
cdf-fecal
FB0634
FB063417.CDF
cdf-fecal
FB0634
FB063418.CDF
cdf-fecal
FB0634
FB063419.CDF
cdf-fecal
FB0634
FB063420.CDF
cdf-fecal
FB0634
FB063421.CDF
cdf-fecal
FB0634
FB063422.CDF
cdf-fecal
FB0634
FB063423.CDF
cdf-fecal
FB0634
FB063424.CDF
cdf-fecal
FB0634
FB063425.CDF
cdf-fecal
FB0634
FB063426.CDF
cdf-fecal
FB0634
FB063427.CDF
cdf-fecal
FB0634
FB063428.CDF
cdf-fecal
FB0634
FB063429.CDF
cdf-fecal
FB0634
FB063430.CDF
cdf-fecal
FB0634
FB063431.CDF
cdf-fecal
FB0634
FB063432.CDF
cdf-fecal
FB0634
FB063433.CDF
cdf-fecal
FB0634
FB063434.CDF
cdf-fecal
FB0634
FB063435.CDF
cdf-fecal
FB0634
FB063436.CDF
cdf-fecal
FB0634
FB063437.CDF
cdf-fecal
FB0635
FB063501.CDF
cdf-fecal
FB0635
FB063502.CDF
cdf-fecal
FB0635
FB063503.CDF
cdf-fecal
FB0635
FB063504.CDF
cdf-fecal
FB0635
FB063505.CDF
cdf-fecal
FB0635
FB063506.CDF
cdf-fecal
FB0635
FB063507.CDF
cdf-fecal
FB0635
FB063508.CDF
cdf-fecal
FB0635
FB063509.CDF
cdf-fecal
FB0635
FB063510.CDF
cdf-fecal
FB0635
FB063511.CDF
cdf-fecal
FB0635
FB063512.CDF
cdf-fecal
FB0635
FB063513.CDF
cdf-fecal
FB0635
FB063514.CDF
cdf-fecal
FB0635
FB063515.CDF
cdf-fecal
FB0635
FB063516.CDF
cdf-fecal
FB0635
FB063517.CDF
cdf-fecal
FB0635
FB063518.CDF
cdf-fecal
FB0635
FB063519.CDF
cdf-fecal
FB0635
FB063520.CDF
cdf-fecal
FB0635
FB063521.CDF
cdf-fecal
FB0635
FB063522.CDF
cdf-fecal
FB0635
FB063523.CDF
cdf-fecal
FB0635
FB063524.CDF
cdf-fecal
FB0635
FB063525.CDF
cdf-fecal
FB0635
FB063526.CDF
cdf-fecal
FB0635
FB063527.CDF
cdf-fecal
FB0635
FB063528.CDF
cdf-fecal
FB0635
FB063529.CDF
cdf-fecal
FB0635
FB063530.CDF
cdf-fecal
FB0635
FB063531.CDF
cdf-fecal
FB0635
FB063532.CDF
cdf-fecal
FB0635
FB063533.CDF
cdf-fecal
FB0635
FB063534.CDF
cdf-fecal
FB0635
FB063535.CDF
cdf-fecal
FB0635
FB063536.CDF
cdf-fecal
FB0635
FB063537.CDF
cdf-fecal
FB0636
FB063601.CDF
cdf-fecal
FB0636
FB063602.CDF
cdf-fecal
FB0636
FB063603.CDF
cdf-fecal
FB0636
FB063604.CDF
cdf-fecal
FB0636
FB063605.CDF
cdf-fecal
FB0636
FB063606.CDF
cdf-fecal
FB0636
FB063607.CDF
cdf-fecal
FB0636
FB063608.CDF
cdf-fecal
FB0636
FB063609.CDF
cdf-fecal
FB0636
FB063610.CDF
cdf-fecal
FB0636
FB063611.CDF
cdf-fecal
FB0636
FB063612.CDF
cdf-fecal
FB0636
FB063613.CDF
cdf-fecal
FB0636
FB063614.CDF
cdf-fecal
FB0636
FB063615.CDF
cdf-fecal
FB0636
FB063616.CDF
cdf-fecal
FB0636
FB063617.CDF
cdf-fecal
FB0636
FB063618.CDF
cdf-fecal
FB0636
FB063619.CDF
cdf-fecal
FB0636
FB063620.CDF
cdf-fecal
FB0636
FB063621.CDF
cdf-fecal
FB0636
FB063622.CDF
cdf-fecal
FB0636
FB063623.CDF
cdf-fecal
FB0636
FB063624.CDF
cdf-fecal
FB0636
FB063625.CDF
cdf-fecal
FB0636
FB063626.CDF
cdf-fecal
FB0636
FB063627.CDF
cdf-fecal
FB0636
FB063628.CDF
cdf-fecal
FB0636
FB063629.CDF
cdf-fecal
FB0636
FB063630.CDF
cdf-fecal
FB0636
FB063631.CDF
cdf-fecal
FB0636
FB063632.CDF
cdf-fecal
FB0636
FB063633.CDF
cdf-fecal
FB0636
FB063634.CDF
cdf-fecal
FB0636
FB063635.CDF
cdf-fecal
FB0636
FB063636.CDF
cdf-fecal
FB0636
FB063637.CDF
cdf-fecal
FB0637
FB063701.CDF
cdf-fecal
FB0637
FB063702.CDF
cdf-fecal
FB0637
FB063703.CDF
cdf-fecal
FB0637
FB063704.CDF
cdf-fecal
FB0637
FB063705.CDF
cdf-fecal
FB0637
FB063706.CDF
cdf-fecal
FB0637
FB063707.CDF
cdf-fecal
FB0637
FB063708.CDF
cdf-fecal
FB0637
FB063709.CDF
cdf-fecal
FB0637
FB063710.CDF
cdf-fecal
FB0637
FB063711.CDF
cdf-fecal
FB0637
FB063712.CDF
cdf-fecal
FB0637
FB063713.CDF
cdf-fecal
FB0637
FB063714.CDF
cdf-fecal
FB0637
FB063715.CDF
cdf-fecal
FB0637
FB063716.CDF
cdf-fecal
FB0637
FB063717.CDF
cdf-fecal
FB0637
FB063718.CDF
cdf-fecal
FB0637
FB063719.CDF
cdf-fecal
FB0637
FB063720.CDF
cdf-fecal
FB0637
FB063721.CDF
cdf-fecal
FB0637
FB063722.CDF
cdf-fecal
FB0637
FB063723.CDF
cdf-fecal
FB0637
FB063724.CDF
cdf-fecal
FB0637
FB063725.CDF
cdf-fecal
FB0637
FB063726.CDF
cdf-fecal
FB0637
FB063727.CDF
cdf-fecal
FB0637
FB063728.CDF
cdf-fecal
FB0637
FB063729.CDF
cdf-fecal
FB0637
FB063730.CDF
cdf-fecal
FB0637
FB063731.CDF
cdf-fecal
FB0637
FB063732.CDF
cdf-fecal
FB0637
FB063733.CDF
cdf-fecal
FB0637
FB063734.CDF
cdf-fecal
FB0637
FB063735.CDF
cdf-fecal
FB0637
FB063736.CDF
cdf-fecal
FB0637
FB063737.CDF
cdf-fecal
FB0638
FB063801.CDF
cdf-fecal
FB0638
FB063802.CDF
cdf-fecal
FB0638
FB063803.CDF
cdf-fecal
FB0638
FB063804.CDF
cdf-fecal
FB0638
FB063805.CDF
cdf-fecal
FB0638
FB063806.CDF
cdf-fecal
FB0638
FB063807.CDF
cdf-fecal
FB0638
FB063808.CDF
cdf-fecal
FB0638
FB063809.CDF
cdf-fecal
FB0638
FB063810.CDF
cdf-fecal
FB0638
FB063811.CDF
cdf-fecal
FB0638
FB063812.CDF
cdf-fecal
FB0638
FB063813.CDF
cdf-fecal
FB0638
FB063814.CDF
cdf-fecal
FB0638
FB063815.CDF
cdf-fecal
FB0638
FB063816.CDF
cdf-fecal
FB0638
FB063817.CDF
cdf-fecal
FB0638
FB063818.CDF
cdf-fecal
FB0638
FB063819.CDF
cdf-fecal
FB0638
FB063820.CDF
cdf-fecal
FB0638
FB063821.CDF
cdf-fecal
FB0638
FB063822.CDF
cdf-fecal
FB0638
FB063823.CDF
cdf-fecal
FB0638
FB063824.CDF
cdf-fecal
FB0638
FB063825.CDF
cdf-fecal
FB0638
FB063826.CDF
cdf-fecal
FB0638
FB063827.CDF
cdf-fecal
FB0638
FB063828.CDF
cdf-fecal
FB0638
FB063829.CDF
cdf-fecal
FB0638
FB063830.CDF
cdf-fecal
FB0638
FB063831.CDF
cdf-fecal
FB0638
FB063832.CDF
cdf-fecal
FB0638
FB063833.CDF
cdf-fecal
FB0638
FB063834.CDF
cdf-fecal
FB0638
FB063835.CDF
cdf-fecal
FB0638
FB063836.CDF
cdf-fecal
FB0638
FB063837.CDF
cdf-fecal
FB0639
FB063901.CDF
cdf-fecal
FB0639
FB063902.CDF
cdf-fecal
FB0639
FB063903.CDF
cdf-fecal
FB0639
FB063904.CDF
cdf-fecal
FB0639
FB063905.CDF
cdf-fecal
FB0639
FB063906.CDF
cdf-fecal
FB0639
FB063907.CDF
cdf-fecal
FB0639
FB063908.CDF
cdf-fecal
FB0639
FB063909.CDF
cdf-fecal
FB0639
FB063910.CDF
cdf-fecal
FB0639
FB063911.CDF
cdf-fecal
FB0639
FB063912.CDF
cdf-fecal
FB0639
FB063913.CDF
cdf-fecal
FB0639
FB063914.CDF
cdf-fecal
FB0639
FB063915.CDF
cdf-fecal
FB0639
FB063916.CDF
cdf-fecal
FB0639
FB063917.CDF
cdf-fecal
FB0639
FB063918.CDF
cdf-fecal
FB0639
FB063919.CDF
cdf-fecal
FB0639
FB063920.CDF
cdf-fecal
FB0639
FB063921.CDF
cdf-fecal
FB0639
FB063922.CDF
cdf-fecal
FB0639
FB063923.CDF
cdf-fecal
FB0639
FB063924.CDF
cdf-fecal
FB0639
FB063925.CDF
cdf-fecal
FB0639
FB063926.CDF
cdf-fecal
FB0639
FB063927.CDF
cdf-fecal
FB0639
FB063928.CDF
cdf-fecal
FB0639
FB063929.CDF
cdf-fecal
FB0639
FB063930.CDF
cdf-fecal
FB0639
FB063931.CDF
cdf-fecal
FB0639
FB063932.CDF
cdf-fecal
FB0639
FB063933.CDF
cdf-fecal
FB0639
FB063934.CDF
cdf-fecal
FB0639
FB063935.CDF
cdf-fecal
FB0639
FB063936.CDF
cdf-fecal
FB0639
FB063937.CDF
cdf-fecal
FB0640
FB064001.CDF
cdf-fecal
FB0640
FB064002.CDF
cdf-fecal
FB0640
FB064003.CDF
cdf-fecal
FB0640
FB064004.CDF
cdf-fecal
FB0640
FB064005.CDF
cdf-fecal
FB0640
FB064006.CDF
cdf-fecal
FB0640
FB064007.CDF
cdf-fecal
FB0640
FB064008.CDF
cdf-fecal
FB0640
FB064009.CDF
cdf-fecal
FB0640
FB064010.CDF
cdf-fecal
FB0640
FB064011.CDF
cdf-fecal
FB0640
FB064012.CDF
cdf-fecal
FB0640
FB064013.CDF
cdf-fecal
FB0640
FB064014.CDF
cdf-fecal
FB0640
FB064015.CDF
cdf-fecal
FB0640
FB064016.CDF
cdf-fecal
FB0640
FB064017.CDF
cdf-fecal
FB0640
FB064018.CDF
cdf-fecal
FB0640
FB064019.CDF
cdf-fecal
FB0640
FB064020.CDF
cdf-fecal
FB0640
FB064021.CDF
cdf-fecal
FB0640
FB064022.CDF
cdf-fecal
FB0640
FB064023.CDF
cdf-fecal
FB0640
FB064024.CDF
cdf-fecal
FB0640
FB064025.CDF
cdf-fecal
FB0640
FB064026.CDF
cdf-fecal
FB0640
FB064027.CDF
cdf-fecal
FB0640
FB064028.CDF
cdf-fecal
FB0640
FB064029.CDF
cdf-fecal
FB0640
FB064030.CDF
cdf-fecal
FB0640
FB064031.CDF
cdf-fecal
FB0640
FB064032.CDF
cdf-fecal
FB0640
FB064033.CDF
cdf-fecal
FB0640
FB064034.CDF
cdf-fecal
FB0640
FB064035.CDF
cdf-fecal
FB0640
FB064036.CDF
cdf-fecal
FB0640
FB064037.CDF
cdf-fecal
FB0641
FB064101.CDF
cdf-fecal
FB0641
FB064102.CDF
cdf-fecal
FB0641
FB064103.CDF
cdf-fecal
FB0641
FB064104.CDF
cdf-fecal
FB0641
FB064105.CDF
cdf-fecal
FB0641
FB064106.CDF
cdf-fecal
FB0641
FB064107.CDF
cdf-fecal
FB0641
FB064108.CDF
cdf-fecal
FB0641
FB064109.CDF
cdf-fecal
FB0641
FB064110.CDF
cdf-fecal
FB0641
FB064111.CDF
cdf-fecal
FB0641
FB064112.CDF
cdf-fecal
FB0641
FB064113.CDF
cdf-fecal
FB0641
FB064114.CDF
cdf-fecal
FB0641
FB064115.CDF
cdf-fecal
FB0641
FB064116.CDF
cdf-fecal
FB0641
FB064117.CDF
cdf-fecal
FB0641
FB064118.CDF
cdf-fecal
FB0641
FB064119.CDF
cdf-fecal
FB0641
FB064120.CDF
cdf-fecal
FB0641
FB064121.CDF
cdf-fecal
FB0641
FB064122.CDF
cdf-fecal
FB0641
FB064123.CDF
cdf-fecal
FB0641
FB064124.CDF
cdf-fecal
FB0641
FB064125.CDF
cdf-fecal
FB0641
FB064126.CDF
cdf-fecal
FB0641
FB064127.CDF
cdf-fecal
FB0641
FB064128.CDF
cdf-fecal
FB0641
FB064129.CDF
cdf-fecal
FB0641
FB064130.CDF
cdf-fecal
FB0641
FB064131.CDF
cdf-fecal
FB0641
FB064132.CDF
cdf-fecal
FB0641
FB064133.CDF
cdf-fecal
FB0641
FB064134.CDF
cdf-fecal
FB0641
FB064135.CDF
cdf-fecal
FB0641
FB064136.CDF
cdf-fecal
FB0641
FB064137.CDF
cdf-fecal
FB0642
FB064201.CDF
cdf-fecal
FB0642
FB064202.CDF
cdf-fecal
FB0642
FB064203.CDF
cdf-fecal
FB0642
FB064204.CDF
cdf-fecal
FB0642
FB064205.CDF
cdf-fecal
FB0642
FB064206.CDF
cdf-fecal
FB0642
FB064207.CDF
cdf-fecal
FB0642
FB064208.CDF
cdf-fecal
FB0642
FB064209.CDF
cdf-fecal
FB0642
FB064210.CDF
cdf-fecal
FB0642
FB064211.CDF
cdf-fecal
FB0642
FB064212.CDF
cdf-fecal
FB0642
FB064213.CDF
cdf-fecal
FB0642
FB064214.CDF
cdf-fecal
FB0642
FB064215.CDF
cdf-fecal
FB0642
FB064216.CDF
cdf-fecal
FB0642
FB064217.CDF
cdf-fecal
FB0642
FB064218.CDF
cdf-fecal
FB0642
FB064219.CDF
cdf-fecal
FB0642
FB064220.CDF
cdf-fecal
FB0642
FB064221.CDF
cdf-fecal
FB0642
FB064222.CDF
cdf-fecal
FB0642
FB064223.CDF
cdf-fecal
FB0642
FB064224.CDF
cdf-fecal
FB0642
FB064225.CDF
cdf-fecal
FB0642
FB064226.CDF
cdf-fecal
FB0642
FB064227.CDF
cdf-fecal
FB0642
FB064228.CDF
cdf-fecal
FB0642
FB064229.CDF
cdf-fecal
FB0642
FB064230.CDF
cdf-fecal
FB0642
FB064231.CDF
cdf-fecal
FB0642
FB064232.CDF
cdf-fecal
FB0642
FB064233.CDF
cdf-fecal
FB0642
FB064234.CDF
cdf-fecal
FB0642
FB064235.CDF
cdf-fecal
FB0642
FB064236.CDF
cdf-fecal
FB0642
FB064237.CDF
cdf-fecal
FB0643
FB064301.CDF
cdf-fecal
FB0643
FB064302.CDF
cdf-fecal
FB0643
FB064303.CDF
cdf-fecal
FB0643
FB064304.CDF
cdf-fecal
FB0643
FB064305.CDF
cdf-fecal
FB0643
FB064306.CDF
cdf-fecal
FB0643
FB064307.CDF
cdf-fecal
FB0643
FB064308.CDF
cdf-fecal
FB0643
FB064309.CDF
cdf-fecal
FB0643
FB064310.CDF
cdf-fecal
FB0643
FB064311.CDF
cdf-fecal
FB0643
FB064312.CDF
cdf-fecal
FB0643
FB064313.CDF
cdf-fecal
FB0643
FB064314.CDF
cdf-fecal
FB0643
FB064315.CDF
cdf-fecal
FB0643
FB064316.CDF
cdf-fecal
FB0643
FB064317.CDF
cdf-fecal
FB0643
FB064318.CDF
cdf-fecal
FB0643
FB064319.CDF
cdf-fecal
FB0643
FB064320.CDF
cdf-fecal
FB0643
FB064321.CDF
cdf-fecal
FB0643
FB064322.CDF
cdf-fecal
FB0643
FB064323.CDF
cdf-fecal
FB0643
FB064324.CDF
cdf-fecal
FB0643
FB064325.CDF
cdf-fecal
FB0643
FB064326.CDF
cdf-fecal
FB0643
FB064327.CDF
cdf-fecal
FB0643
FB064328.CDF
cdf-fecal
FB0643
FB064329.CDF
cdf-fecal
FB0643
FB064330.CDF
cdf-fecal
FB0643
FB064331.CDF
cdf-fecal
FB0643
FB064332.CDF
cdf-fecal
FB0643
FB064333.CDF
cdf-fecal
FB0643
FB064334.CDF
cdf-fecal
FB0643
FB064335.CDF
cdf-fecal
FB0643
FB064336.CDF
cdf-fecal
FB0643
FB064337.CDF
cdf-fecal
FB0644
FB064401.CDF
cdf-fecal
FB0644
FB064402.CDF
cdf-fecal
FB0644
FB064403.CDF
cdf-fecal
FB0644
FB064404.CDF
cdf-fecal
FB0644
FB064405.CDF
cdf-fecal
FB0644
FB064406.CDF
cdf-fecal
FB0644
FB064407.CDF
cdf-fecal
FB0644
FB064408.CDF
cdf-fecal
FB0644
FB064409.CDF
cdf-fecal
FB0644
FB064410.CDF
cdf-fecal
FB0644
FB064411.CDF
cdf-fecal
FB0644
FB064412.CDF
cdf-fecal
FB0644
FB064413.CDF
cdf-fecal
FB0644
FB064414.CDF
cdf-fecal
FB0644
FB064415.CDF
cdf-fecal
FB0644
FB064416.CDF
cdf-fecal
FB0644
FB064417.CDF
cdf-fecal
FB0644
FB064418.CDF
cdf-fecal
FB0644
FB064419.CDF
cdf-fecal
FB0644
FB064420.CDF
cdf-fecal
FB0644
FB064421.CDF
cdf-fecal
FB0644
FB064422.CDF
cdf-fecal
FB0644
FB064423.CDF
cdf-fecal
FB0644
FB064424.CDF
cdf-fecal
FB0644
FB064425.CDF
cdf-fecal
FB0644
FB064426.CDF
cdf-fecal
FB0644
FB064427.CDF
cdf-fecal
FB0644
FB064428.CDF
cdf-fecal
FB0644
FB064429.CDF
cdf-fecal
FB0644
FB064430.CDF
cdf-fecal
FB0644
FB064431.CDF
cdf-fecal
FB0644
FB064432.CDF
cdf-fecal
FB0644
FB064433.CDF
cdf-fecal
FB0644
FB064434.CDF
cdf-fecal
FB0644
FB064435.CDF
cdf-fecal
FB0644
FB064436.CDF
cdf-fecal
FB0644
FB064437.CDF
cdf-fecal
FB0645
FB064501.CDF
cdf-fecal
FB0645
FB064502.CDF
cdf-fecal
FB0645
FB064503.CDF
cdf-fecal
FB0645
FB064504.CDF
cdf-fecal
FB0645
FB064505.CDF
cdf-fecal
FB0645
FB064506.CDF
cdf-fecal
FB0645
FB064507.CDF
cdf-fecal
FB0645
FB064508.CDF
cdf-fecal
FB0645
FB064509.CDF
cdf-fecal
FB0645
FB064510.CDF
cdf-fecal
FB0645
FB064511.CDF
cdf-fecal
FB0645
FB064512.CDF
cdf-fecal
FB0645
FB064513.CDF
cdf-fecal
FB0645
FB064514.CDF
cdf-fecal
FB0645
FB064515.CDF
cdf-fecal
FB0645
FB064516.CDF
cdf-fecal
FB0645
FB064517.CDF
cdf-fecal
FB0645
FB064518.CDF
cdf-fecal
FB0645
FB064519.CDF
cdf-fecal
FB0645
FB064520.CDF
cdf-fecal
FB0645
FB064521.CDF
cdf-fecal
FB0645
FB064522.CDF
cdf-fecal
FB0645
FB064523.CDF
cdf-fecal
FB0645
FB064524.CDF
cdf-fecal
FB0645
FB064525.CDF
cdf-fecal
FB0645
FB064526.CDF
cdf-fecal
FB0645
FB064527.CDF
cdf-fecal
FB0645
FB064528.CDF
cdf-fecal
FB0645
FB064529.CDF
cdf-fecal
FB0645
FB064530.CDF
cdf-fecal
FB0645
FB064531.CDF
cdf-fecal
FB0645
FB064532.CDF
cdf-fecal
FB0645
FB064533.CDF
cdf-fecal
FB0645
FB064534.CDF
cdf-fecal
FB0645
FB064535.CDF
cdf-fecal
FB0645
FB064536.CDF
cdf-fecal
FB0645
FB064537.CDF
cdf-fecal
FB0646
FB064601.CDF
cdf-fecal
FB0646
FB064602.CDF
cdf-fecal
FB0646
FB064603.CDF
cdf-fecal
FB0646
FB064604.CDF
cdf-fecal
FB0646
FB064605.CDF
cdf-fecal
FB0646
FB064606.CDF
cdf-fecal
FB0646
FB064607.CDF
cdf-fecal
FB0646
FB064608.CDF
cdf-fecal
FB0646
FB064609.CDF
cdf-fecal
FB0646
FB064610.CDF
cdf-fecal
FB0646
FB064611.CDF
cdf-fecal
FB0646
FB064612.CDF
cdf-fecal
FB0646
FB064613.CDF
cdf-fecal
FB0646
FB064614.CDF
cdf-fecal
FB0646
FB064615.CDF
cdf-fecal
FB0646
FB064616.CDF
cdf-fecal
FB0646
FB064617.CDF
cdf-fecal
FB0646
FB064618.CDF
cdf-fecal
FB0646
FB064619.CDF
cdf-fecal
FB0646
FB064620.CDF
cdf-fecal
FB0646
FB064621.CDF
cdf-fecal
FB0646
FB064622.CDF
cdf-fecal
FB0646
FB064623.CDF
cdf-fecal
FB0646
FB064624.CDF
cdf-fecal
FB0646
FB064625.CDF
cdf-fecal
FB0646
FB064626.CDF
cdf-fecal
FB0646
FB064627.CDF
cdf-fecal
FB0646
FB064628.CDF
cdf-fecal
FB0646
FB064629.CDF
cdf-fecal
FB0646
FB064630.CDF
cdf-fecal
FB0646
FB064631.CDF
cdf-fecal
FB0646
FB064632.CDF
cdf-fecal
FB0646
FB064633.CDF
cdf-fecal
FB0646
FB064634.CDF
cdf-fecal
FB0646
FB064635.CDF
cdf-fecal
FB0646
FB064636.CDF
cdf-fecal
FB0646
FB064637.CDF
cdf-fecal
FB0647
FB064701.CDF
cdf-fecal
FB0647
FB064702.CDF
cdf-fecal
FB0647
FB064703.CDF
cdf-fecal
FB0647
FB064704.CDF
cdf-fecal
FB0647
FB064705.CDF
cdf-fecal
FB0647
FB064706.CDF
cdf-fecal
FB0647
FB064707.CDF
cdf-fecal
FB0647
FB064708.CDF
cdf-fecal
FB0647
FB064709.CDF
cdf-fecal
FB0647
FB064710.CDF
cdf-fecal
FB0647
FB064711.CDF
cdf-fecal
FB0647
FB064712.CDF
cdf-fecal
FB0647
FB064713.CDF
cdf-fecal
FB0647
FB064714.CDF
cdf-fecal
FB0647
FB064715.CDF
cdf-fecal
FB0647
FB064716.CDF
cdf-fecal
FB0647
FB064717.CDF
cdf-fecal
FB0647
FB064718.CDF
cdf-fecal
FB0647
FB064719.CDF
cdf-fecal
FB0647
FB064720.CDF
cdf-fecal
FB0647
FB064721.CDF
cdf-fecal
FB0647
FB064722.CDF
cdf-fecal
FB0647
FB064723.CDF
cdf-fecal
FB0647
FB064724.CDF
cdf-fecal
FB0647
FB064725.CDF
cdf-fecal
FB0647
FB064726.CDF
cdf-fecal
FB0647
FB064727.CDF
cdf-fecal
FB0647
FB064728.CDF
cdf-fecal
FB0647
FB064729.CDF
cdf-fecal
FB0647
FB064730.CDF
cdf-fecal
FB0647
FB064731.CDF
cdf-fecal
FB0647
FB064732.CDF
cdf-fecal
FB0647
FB064733.CDF
cdf-fecal
FB0647
FB064734.CDF
cdf-fecal
FB0647
FB064735.CDF
cdf-fecal
FB0647
FB064736.CDF
cdf-fecal
FB0647
FB064737.CDF
cdf-fecal
FB0648
FB064801.CDF
cdf-fecal
FB0648
FB064802.CDF
cdf-fecal
FB0648
FB064803.CDF
cdf-fecal
FB0648
FB064804.CDF
cdf-fecal
FB0648
FB064805.CDF
cdf-fecal
FB0648
FB064806.CDF
cdf-fecal
FB0648
FB064807.CDF
cdf-fecal
FB0648
FB064808.CDF
cdf-fecal
FB0648
FB064809.CDF
cdf-fecal
FB0648
FB064810.CDF
cdf-fecal
FB0648
FB064811.CDF
cdf-fecal
FB0648
FB064812.CDF
cdf-fecal
FB0648
FB064813.CDF
cdf-fecal
FB0648
FB064814.CDF
cdf-fecal
FB0648
FB064815.CDF
cdf-fecal
FB0648
FB064816.CDF
cdf-fecal
FB0648
FB064817.CDF
cdf-fecal
FB0648
FB064818.CDF
cdf-fecal
FB0648
FB064819.CDF
cdf-fecal
FB0648
FB064820.CDF
cdf-fecal
FB0648
FB064821.CDF
cdf-fecal
FB0648
FB064822.CDF
cdf-fecal
FB0648
FB064823.CDF
cdf-fecal
FB0648
FB064824.CDF
cdf-fecal
FB0648
FB064825.CDF
cdf-fecal
FB0648
FB064826.CDF
cdf-fecal
FB0648
FB064827.CDF
cdf-fecal
FB0648
FB064828.CDF
cdf-fecal
FB0648
FB064829.CDF
cdf-fecal
FB0648
FB064830.CDF
cdf-fecal
FB0648
FB064831.CDF
cdf-fecal
FB0648
FB064832.CDF
cdf-fecal
FB0648
FB064833.CDF
cdf-fecal
FB0648
FB064834.CDF
cdf-fecal
FB0648
FB064835.CDF
cdf-fecal
FB0648
FB064836.CDF
cdf-fecal
FB0648
FB064837.CDF
cdf-fecal
FB0649
FB064901.CDF
cdf-fecal
FB0649
FB064902.CDF
cdf-fecal
FB0649
FB064903.CDF
cdf-fecal
FB0649
FB064904.CDF
cdf-fecal
FB0649
FB064905.CDF
cdf-fecal
FB0649
FB064906.CDF
cdf-fecal
FB0649
FB064907.CDF
cdf-fecal
FB0649
FB064908.CDF
cdf-fecal
FB0649
FB064909.CDF
cdf-fecal
FB0649
FB064910.CDF
cdf-fecal
FB0649
FB064911.CDF
cdf-fecal
FB0649
FB064912.CDF
cdf-fecal
FB0649
FB064913.CDF
cdf-fecal
FB0649
FB064914.CDF
cdf-fecal
FB0649
FB064915.CDF
cdf-fecal
FB0649
FB064916.CDF
cdf-fecal
FB0649
FB064917.CDF
cdf-fecal
FB0649
FB064918.CDF
cdf-fecal
FB0649
FB064919.CDF
cdf-fecal
FB0649
FB064920.CDF
cdf-fecal
FB0649
FB064921.CDF
cdf-fecal
FB0649
FB064922.CDF
cdf-fecal
FB0649
FB064923.CDF
cdf-fecal
FB0649
FB064924.CDF
cdf-fecal
FB0649
FB064925.CDF
cdf-fecal
FB0649
FB064926.CDF
cdf-fecal
FB0649
FB064927.CDF
cdf-fecal
FB0649
FB064928.CDF
cdf-fecal
FB0649
FB064929.CDF
cdf-fecal
FB0649
FB064930.CDF
cdf-fecal
FB0649
FB064931.CDF
cdf-fecal
FB0649
FB064932.CDF
cdf-fecal
FB0649
FB064933.CDF
cdf-fecal
FB0649
FB064934.CDF
cdf-fecal
FB0649
FB064935.CDF
cdf-fecal
FB0649
FB064936.CDF
cdf-fecal
FB0649
FB064937.CDF
cdf-fecal
FB0650
FB065001.CDF
cdf-fecal
FB0650
FB065002.CDF
cdf-fecal
FB0650
FB065003.CDF
cdf-fecal
FB0650
FB065004.CDF
cdf-fecal
FB0650
FB065005.CDF
cdf-fecal
FB0650
FB065006.CDF
cdf-fecal
FB0650
FB065007.CDF
cdf-fecal
FB0650
FB065008.CDF
cdf-fecal
FB0650
FB065009.CDF
cdf-fecal
FB0650
FB065010.CDF
cdf-fecal
FB0650
FB065011.CDF
cdf-fecal
FB0650
FB065012.CDF
cdf-fecal
FB0650
FB065013.CDF
cdf-fecal
FB0650
FB065014.CDF
cdf-fecal
FB0650
FB065015.CDF
cdf-fecal
FB0650
FB065016.CDF
cdf-fecal
FB0650
FB065017.CDF
cdf-fecal
FB0650
FB065018.CDF
cdf-fecal
FB0650
FB065019.CDF
cdf-fecal
FB0650
FB065020.CDF
cdf-fecal
FB0650
FB065021.CDF
cdf-fecal
FB0650
FB065022.CDF
cdf-fecal
FB0650
FB065023.CDF
cdf-fecal
FB0650
FB065024.CDF
cdf-fecal
FB0650
FB065025.CDF
cdf-fecal
FB0650
FB065026.CDF
cdf-fecal
FB0650
FB065027.CDF
cdf-fecal
FB0650
FB065028.CDF
cdf-fecal
FB0650
FB065029.CDF
cdf-fecal
FB0650
FB065030.CDF
cdf-fecal
FB0650
FB065031.CDF
cdf-fecal
FB0650
FB065032.CDF
cdf-fecal
FB0650
FB065033.CDF
cdf-fecal
FB0650
FB065034.CDF
cdf-fecal
FB0650
FB065035.CDF
cdf-fecal
FB0650
FB065036.CDF
cdf-fecal
FB0650
FB065037.CDF
cdf-fecal
FB0651
FB065101.CDF
cdf-fecal
FB0651
FB065102.CDF
cdf-fecal
FB0651
FB065103.CDF
cdf-fecal
FB0651
FB065104.CDF
cdf-fecal
FB0651
FB065105.CDF
cdf-fecal
FB0651
FB065106.CDF
cdf-fecal
FB0651
FB065107.CDF
cdf-fecal
FB0651
FB065108.CDF
cdf-fecal
FB0651
FB065109.CDF
cdf-fecal
FB0651
FB065110.CDF
cdf-fecal
FB0651
FB065111.CDF
cdf-fecal
FB0651
FB065112.CDF
cdf-fecal
FB0651
FB065113.CDF
cdf-fecal
FB0651
FB065114.CDF
cdf-fecal
FB0651
FB065115.CDF
cdf-fecal
FB0651
FB065116.CDF
cdf-fecal
FB0651
FB065117.CDF
cdf-fecal
FB0651
FB065118.CDF
cdf-fecal
FB0651
FB065119.CDF
cdf-fecal
FB0651
FB065120.CDF
cdf-fecal
FB0651
FB065121.CDF
cdf-fecal
FB0651
FB065122.CDF
cdf-fecal
FB0651
FB065123.CDF
cdf-fecal
FB0651
FB065124.CDF
cdf-fecal
FB0651
FB065125.CDF
cdf-fecal
FB0651
FB065126.CDF
cdf-fecal
FB0651
FB065127.CDF
cdf-fecal
FB0651
FB065128.CDF
cdf-fecal
FB0651
FB065129.CDF
cdf-fecal
FB0651
FB065130.CDF
cdf-fecal
FB0651
FB065131.CDF
cdf-fecal
FB0651
FB065132.CDF
cdf-fecal
FB0651
FB065133.CDF
cdf-fecal
FB0651
FB065134.CDF
cdf-fecal
FB0651
FB065135.CDF
cdf-fecal
FB0651
FB065136.CDF
cdf-fecal
FB0651
FB065137.CDF
cdf-fecal
FB0652
FB065201.CDF
cdf-fecal
FB0652
FB065202.CDF
cdf-fecal
FB0652
FB065203.CDF
cdf-fecal
FB0652
FB065204.CDF
cdf-fecal
FB0652
FB065205.CDF
cdf-fecal
FB0652
FB065206.CDF
cdf-fecal
FB0652
FB065207.CDF
cdf-fecal
FB0652
FB065208.CDF
cdf-fecal
FB0652
FB065209.CDF
cdf-fecal
FB0652
FB065210.CDF
cdf-fecal
FB0652
FB065211.CDF
cdf-fecal
FB0652
FB065212.CDF
cdf-fecal
FB0652
FB065213.CDF
cdf-fecal
FB0652
FB065214.CDF
cdf-fecal
FB0652
FB065215.CDF
cdf-fecal
FB0652
FB065216.CDF
cdf-fecal
FB0652
FB065217.CDF
cdf-fecal
FB0652
FB065218.CDF
cdf-fecal
FB0652
FB065219.CDF
cdf-fecal
FB0652
FB065220.CDF
cdf-fecal
FB0652
FB065221.CDF
cdf-fecal
FB0652
FB065222.CDF
cdf-fecal
FB0652
FB065223.CDF
cdf-fecal
FB0652
FB065224.CDF
cdf-fecal
FB0652
FB065225.CDF
cdf-fecal
FB0652
FB065226.CDF
cdf-fecal
FB0652
FB065227.CDF
cdf-fecal
FB0652
FB065228.CDF
cdf-fecal
FB0652
FB065229.CDF
cdf-fecal
FB0652
FB065230.CDF
cdf-fecal
FB0652
FB065231.CDF
cdf-fecal
FB0652
FB065232.CDF
cdf-fecal
FB0652
FB065233.CDF
cdf-fecal
FB0652
FB065234.CDF
cdf-fecal
FB0652
FB065235.CDF
cdf-fecal
FB0652
FB065236.CDF
cdf-fecal
FB0652
FB065237.CDF
cdf-fecal
FB0653
FB065301.CDF
cdf-fecal
FB0653
FB065302.CDF
cdf-fecal
FB0653
FB065303.CDF
cdf-fecal
FB0653
FB065304.CDF
cdf-fecal
FB0653
FB065305.CDF
cdf-fecal
FB0653
FB065306.CDF
cdf-fecal
FB0653
FB065307.CDF
cdf-fecal
FB0653
FB065308.CDF
cdf-fecal
FB0653
FB065309.CDF
cdf-fecal
FB0653
FB065310.CDF
cdf-fecal
FB0653
FB065311.CDF
cdf-fecal
FB0653
FB065312.CDF
cdf-fecal
FB0653
FB065313.CDF
cdf-fecal
FB0653
FB065314.CDF
cdf-fecal
FB0653
FB065315.CDF
cdf-fecal
FB0653
FB065316.CDF
cdf-fecal
FB0653
FB065317.CDF
cdf-fecal
FB0653
FB065318.CDF
cdf-fecal
FB0653
FB065319.CDF
cdf-fecal
FB0653
FB065320.CDF
cdf-fecal
FB0653
FB065321.CDF
cdf-fecal
FB0653
FB065322.CDF
cdf-fecal
FB0653
FB065323.CDF
cdf-fecal
FB0653
FB065324.CDF
cdf-fecal
FB0653
FB065325.CDF
cdf-fecal
FB0653
FB065326.CDF
cdf-fecal
FB0653
FB065327.CDF
cdf-fecal
FB0653
FB065328.CDF
cdf-fecal
FB0653
FB065329.CDF
cdf-fecal
FB0653
FB065330.CDF
cdf-fecal
FB0653
FB065331.CDF
cdf-fecal
FB0653
FB065332.CDF
cdf-fecal
FB0653
FB065333.CDF
cdf-fecal
FB0653
FB065334.CDF
cdf-fecal
FB0653
FB065335.CDF
cdf-fecal
FB0653
FB065336.CDF
cdf-fecal
FB0653
FB065337.CDF
cdf-fecal
FB0654
FB065401.CDF
cdf-fecal
FB0654
FB065402.CDF
cdf-fecal
FB0654
FB065403.CDF
cdf-fecal
FB0654
FB065404.CDF
cdf-fecal
FB0654
FB065405.CDF
cdf-fecal
FB0654
FB065406.CDF
cdf-fecal
FB0654
FB065407.CDF
cdf-fecal
FB0654
FB065408.CDF
cdf-fecal
FB0654
FB065409.CDF
cdf-fecal
FB0654
FB065410.CDF
cdf-fecal
FB0654
FB065411.CDF
cdf-fecal
FB0654
FB065412.CDF
cdf-fecal
FB0654
FB065413.CDF
cdf-fecal
FB0654
FB065414.CDF
cdf-fecal
FB0654
FB065415.CDF
cdf-fecal
FB0654
FB065416.CDF
cdf-fecal
FB0654
FB065417.CDF
cdf-fecal
FB0654
FB065418.CDF
cdf-fecal
FB0654
FB065419.CDF
cdf-fecal
FB0654
FB065420.CDF
cdf-fecal
FB0654
FB065421.CDF
cdf-fecal
FB0654
FB065422.CDF
cdf-fecal
FB0654
FB065423.CDF
cdf-fecal
FB0654
FB065424.CDF
cdf-fecal
FB0654
FB065425.CDF
cdf-fecal
FB0654
FB065426.CDF
cdf-fecal
FB0654
FB065427.CDF
cdf-fecal
FB0654
FB065428.CDF
cdf-fecal
FB0654
FB065429.CDF
cdf-fecal
FB0654
FB065430.CDF
cdf-fecal
FB0654
FB065431.CDF
cdf-fecal
FB0654
FB065432.CDF
cdf-fecal
FB0654
FB065433.CDF
cdf-fecal
FB0654
FB065434.CDF
cdf-fecal
FB0654
FB065435.CDF
cdf-fecal
FB0654
FB065436.CDF
cdf-fecal
FB0654
FB065437.CDF
cdf-fecal
FB0655
FB065501.CDF
cdf-fecal
FB0655
FB065502.CDF
cdf-fecal
FB0655
FB065503.CDF
cdf-fecal
FB0655
FB065504.CDF
cdf-fecal
FB0655
FB065505.CDF
cdf-fecal
FB0655
FB065506.CDF
cdf-fecal
FB0655
FB065507.CDF
cdf-fecal
FB0655
FB065508.CDF
cdf-fecal
FB0655
FB065509.CDF
cdf-fecal
FB0655
FB065510.CDF
cdf-fecal
FB0655
FB065511.CDF
cdf-fecal
FB0655
FB065512.CDF
cdf-fecal
FB0655
FB065513.CDF
cdf-fecal
FB0655
FB065514.CDF
cdf-fecal
FB0655
FB065515.CDF
cdf-fecal
FB0655
FB065516.CDF
cdf-fecal
FB0655
FB065517.CDF
cdf-fecal
FB0655
FB065518.CDF
cdf-fecal
FB0655
FB065519.CDF
cdf-fecal
FB0655
FB065520.CDF
cdf-fecal
FB0655
FB065521.CDF
cdf-fecal
FB0655
FB065522.CDF
cdf-fecal
FB0655
FB065523.CDF
cdf-fecal
FB0655
FB065524.CDF
cdf-fecal
FB0655
FB065525.CDF
cdf-fecal
FB0655
FB065526.CDF
cdf-fecal
FB0655
FB065527.CDF
cdf-fecal
FB0655
FB065528.CDF
cdf-fecal
FB0655
FB065529.CDF
cdf-fecal
FB0655
FB065530.CDF
cdf-fecal
FB0655
FB065531.CDF
cdf-fecal
FB0655
FB065532.CDF
cdf-fecal
FB0655
FB065533.CDF
cdf-fecal
FB0655
FB065534.CDF
cdf-fecal
FB0655
FB065535.CDF
cdf-fecal
FB0655
FB065536.CDF
cdf-fecal
FB0655
FB065537.CDF
cdf-fecal
FB0656
FB065601.CDF
cdf-fecal
FB0656
FB065602.CDF
cdf-fecal
FB0656
FB065603.CDF
cdf-fecal
FB0656
FB065604.CDF
cdf-fecal
FB0656
FB065605.CDF
cdf-fecal
FB0656
FB065606.CDF
cdf-fecal
FB0656
FB065607.CDF
cdf-fecal
FB0656
FB065608.CDF
cdf-fecal
FB0656
FB065609.CDF
cdf-fecal
FB0656
FB065610.CDF
cdf-fecal
FB0656
FB065611.CDF
cdf-fecal
FB0656
FB065612.CDF
cdf-fecal
FB0656
FB065613.CDF
cdf-fecal
FB0656
FB065614.CDF
cdf-fecal
FB0656
FB065615.CDF
cdf-fecal
FB0656
FB065616.CDF
cdf-fecal
FB0656
FB065617.CDF
cdf-fecal
FB0656
FB065618.CDF
cdf-fecal
FB0656
FB065619.CDF
cdf-fecal
FB0656
FB065620.CDF
cdf-fecal
FB0656
FB065621.CDF
cdf-fecal
FB0656
FB065622.CDF
cdf-fecal
FB0656
FB065623.CDF
cdf-fecal
FB0656
FB065624.CDF
cdf-fecal
FB0656
FB065625.CDF
cdf-fecal
FB0656
FB065626.CDF
cdf-fecal
FB0656
FB065627.CDF
cdf-fecal
FB0656
FB065628.CDF
cdf-fecal
FB0656
FB065629.CDF
cdf-fecal
FB0656
FB065630.CDF
cdf-fecal
FB0656
FB065631.CDF
cdf-fecal
FB0656
FB065632.CDF
cdf-fecal
FB0656
FB065633.CDF
cdf-fecal
FB0656
FB065634.CDF
cdf-fecal
FB0656
FB065635.CDF
cdf-fecal
FB0656
FB065636.CDF
cdf-fecal
FB0656
FB065637.CDF
cdf-fecal
FB0657
FB065701.CDF
cdf-fecal
FB0657
FB065702.CDF
cdf-fecal
FB0657
FB065703.CDF
cdf-fecal
FB0657
FB065704.CDF
cdf-fecal
FB0657
FB065705.CDF
cdf-fecal
FB0657
FB065706.CDF
cdf-fecal
FB0657
FB065707.CDF
cdf-fecal
FB0657
FB065708.CDF
cdf-fecal
FB0657
FB065709.CDF
cdf-fecal
FB0657
FB065710.CDF
cdf-fecal
FB0657
FB065711.CDF
cdf-fecal
FB0657
FB065712.CDF
cdf-fecal
FB0657
FB065713.CDF
cdf-fecal
FB0657
FB065714.CDF
cdf-fecal
FB0657
FB065715.CDF
cdf-fecal
FB0657
FB065716.CDF
cdf-fecal
FB0657
FB065717.CDF
cdf-fecal
FB0657
FB065718.CDF
cdf-fecal
FB0657
FB065719.CDF
cdf-fecal
FB0657
FB065720.CDF
cdf-fecal
FB0657
FB065721.CDF
cdf-fecal
FB0657
FB065722.CDF
cdf-fecal
FB0657
FB065723.CDF
cdf-fecal
FB0657
FB065724.CDF
cdf-fecal
FB0657
FB065725.CDF
cdf-fecal
FB0657
FB065726.CDF
cdf-fecal
FB0657
FB065727.CDF
cdf-fecal
FB0657
FB065728.CDF
cdf-fecal
FB0657
FB065729.CDF
cdf-fecal
FB0657
FB065730.CDF
cdf-fecal
FB0657
FB065731.CDF
cdf-fecal
FB0657
FB065732.CDF
cdf-fecal
FB0657
FB065733.CDF
cdf-fecal
FB0657
FB065734.CDF
cdf-fecal
FB0657
FB065735.CDF
cdf-fecal
FB0657
FB065736.CDF
cdf-fecal
FB0657
FB065737.CDF
cdf-fecal
FB0658
FB065801.CDF
cdf-fecal
FB0658
FB065802.CDF
cdf-fecal
FB0658
FB065803.CDF
cdf-fecal
FB0658
FB065804.CDF
cdf-fecal
FB0658
FB065805.CDF
cdf-fecal
FB0658
FB065806.CDF
cdf-fecal
FB0658
FB065807.CDF
cdf-fecal
FB0658
FB065808.CDF
cdf-fecal
FB0658
FB065809.CDF
cdf-fecal
FB0658
FB065810.CDF
cdf-fecal
FB0658
FB065811.CDF
cdf-fecal
FB0658
FB065812.CDF
cdf-fecal
FB0658
FB065813.CDF
cdf-fecal
FB0658
FB065814.CDF
cdf-fecal
FB0658
FB065815.CDF
cdf-fecal
FB0658
FB065816.CDF
cdf-fecal
FB0658
FB065817.CDF
cdf-fecal
FB0658
FB065818.CDF
cdf-fecal
FB0658
FB065819.CDF
cdf-fecal
FB0658
FB065820.CDF
cdf-fecal
FB0658
FB065821.CDF
cdf-fecal
FB0658
FB065822.CDF
cdf-fecal
FB0658
FB065823.CDF
cdf-fecal
FB0658
FB065824.CDF
cdf-fecal
FB0658
FB065825.CDF
cdf-fecal
FB0658
FB065826.CDF
cdf-fecal
FB0658
FB065827.CDF
cdf-fecal
FB0658
FB065828.CDF
cdf-fecal
FB0658
FB065829.CDF
cdf-fecal
FB0658
FB065830.CDF
cdf-fecal
FB0658
FB065831.CDF
cdf-fecal
FB0658
FB065832.CDF
cdf-fecal
FB0658
FB065833.CDF
cdf-fecal
FB0658
FB065834.CDF
cdf-fecal
FB0658
FB065835.CDF
cdf-fecal
FB0658
FB065836.CDF
cdf-fecal
FB0658
FB065837.CDF
cdf-fecal
FB0659
FB065901.CDF
cdf-fecal
FB0659
FB065902.CDF
cdf-fecal
FB0659
FB065903.CDF
cdf-fecal
FB0659
FB065904.CDF
cdf-fecal
FB0659
FB065905.CDF
cdf-fecal
FB0659
FB065906.CDF
cdf-fecal
FB0659
FB065907.CDF
cdf-fecal
FB0659
FB065908.CDF
cdf-fecal
FB0659
FB065909.CDF
cdf-fecal
FB0659
FB065910.CDF
cdf-fecal
FB0659
FB065911.CDF
cdf-fecal
FB0659
FB065912.CDF
cdf-fecal
FB0659
FB065913.CDF
cdf-fecal
FB0659
FB065914.CDF
cdf-fecal
FB0659
FB065915.CDF
cdf-fecal
FB0659
FB065916.CDF
cdf-fecal
FB0659
FB065917.CDF
cdf-fecal
FB0659
FB065918.CDF
cdf-fecal
FB0659
FB065919.CDF
cdf-fecal
FB0659
FB065920.CDF
cdf-fecal
FB0659
FB065921.CDF
cdf-fecal
FB0659
FB065922.CDF
cdf-fecal
FB0659
FB065923.CDF
cdf-fecal
FB0659
FB065924.CDF
cdf-fecal
FB0659
FB065925.CDF
cdf-fecal
FB0659
FB065926.CDF
cdf-fecal
FB0659
FB065927.CDF
cdf-fecal
FB0659
FB065928.CDF
cdf-fecal
FB0659
FB065929.CDF
cdf-fecal
FB0659
FB065930.CDF
cdf-fecal
FB0659
FB065931.CDF
cdf-fecal
FB0659
FB065932.CDF
cdf-fecal
FB0659
FB065933.CDF
cdf-fecal
FB0659
FB065934.CDF
cdf-fecal
FB0659
FB065935.CDF
cdf-fecal
FB0659
FB065936.CDF
cdf-fecal
FB0659
FB065937.CDF
cdf-fecal
FB0660
FB066001.CDF
cdf-fecal
FB0660
FB066002.CDF
cdf-fecal
FB0660
FB066003.CDF
cdf-fecal
FB0660
FB066004.CDF
cdf-fecal
FB0660
FB066005.CDF
cdf-fecal
FB0660
FB066006.CDF
cdf-fecal
FB0660
FB066007.CDF
cdf-fecal
FB0660
FB066008.CDF
cdf-fecal
FB0660
FB066009.CDF
cdf-fecal
FB0660
FB066010.CDF
cdf-fecal
FB0660
FB066011.CDF
cdf-fecal
FB0660
FB066012.CDF
cdf-fecal
FB0660
FB066013.CDF
cdf-fecal
FB0660
FB066014.CDF
cdf-fecal
FB0660
FB066015.CDF
cdf-fecal
FB0660
FB066016.CDF
cdf-fecal
FB0660
FB066017.CDF
cdf-fecal
FB0660
FB066018.CDF
cdf-fecal
FB0660
FB066019.CDF
cdf-fecal
FB0660
FB066020.CDF
cdf-fecal
FB0660
FB066021.CDF
cdf-fecal
FB0660
FB066022.CDF
cdf-fecal
FB0660
FB066023.CDF
cdf-fecal
FB0660
FB066024.CDF
cdf-fecal
FB0660
FB066025.CDF
cdf-fecal
FB0660
FB066026.CDF
cdf-fecal
FB0660
FB066027.CDF
cdf-fecal
FB0660
FB066028.CDF
cdf-fecal
FB0660
FB066029.CDF
cdf-fecal
FB0660
FB066030.CDF
cdf-fecal
FB0660
FB066031.CDF
cdf-fecal
FB0660
FB066032.CDF
cdf-fecal
FB0660
FB066033.CDF
cdf-fecal
FB0660
FB066034.CDF
cdf-fecal
FB0660
FB066035.CDF
cdf-fecal
FB0660
FB066036.CDF
cdf-fecal
FB0660
FB066037.CDF
cdf-fecal
FB0661
FB066101.CDF
cdf-fecal
FB0661
FB066102.CDF
cdf-fecal
FB0661
FB066103.CDF
cdf-fecal
FB0661
FB066104.CDF
cdf-fecal
FB0661
FB066105.CDF
cdf-fecal
FB0661
FB066106.CDF
cdf-fecal
FB0661
FB066107.CDF
cdf-fecal
FB0661
FB066108.CDF
cdf-fecal
FB0661
FB066109.CDF
cdf-fecal
FB0661
FB066110.CDF
cdf-fecal
FB0661
FB066111.CDF
cdf-fecal
FB0661
FB066112.CDF
cdf-fecal
FB0661
FB066113.CDF
cdf-fecal
FB0661
FB066114.CDF
cdf-fecal
FB0661
FB066115.CDF
cdf-fecal
FB0661
FB066116.CDF
cdf-fecal
FB0661
FB066117.CDF
cdf-fecal
FB0661
FB066118.CDF
cdf-fecal
FB0661
FB066119.CDF
cdf-fecal
FB0661
FB066120.CDF
cdf-fecal
FB0661
FB066121.CDF
cdf-fecal
FB0661
FB066122.CDF
cdf-fecal
FB0661
FB066123.CDF
cdf-fecal
FB0661
FB066124.CDF
cdf-fecal
FB0661
FB066125.CDF
cdf-fecal
FB0661
FB066126.CDF
cdf-fecal
FB0661
FB066127.CDF
cdf-fecal
FB0661
FB066128.CDF
cdf-fecal
FB0661
FB066129.CDF
cdf-fecal
FB0661
FB066130.CDF
cdf-fecal
FB0661
FB066131.CDF
cdf-fecal
FB0661
FB066132.CDF
cdf-fecal
FB0661
FB066133.CDF
cdf-fecal
FB0661
FB066134.CDF
cdf-fecal
FB0661
FB066135.CDF
cdf-fecal
FB0661
FB066136.CDF
cdf-fecal
FB0661
FB066137.CDF
cdf-fecal
FB0662
FB066201.CDF
cdf-fecal
FB0662
FB066202.CDF
cdf-fecal
FB0662
FB066203.CDF
cdf-fecal
FB0662
FB066204.CDF
cdf-fecal
FB0662
FB066205.CDF
cdf-fecal
FB0662
FB066206.CDF
cdf-fecal
FB0662
FB066207.CDF
cdf-fecal
FB0662
FB066208.CDF
cdf-fecal
FB0662
FB066209.CDF
cdf-fecal
FB0662
FB066210.CDF
cdf-fecal
FB0662
FB066211.CDF
cdf-fecal
FB0662
FB066212.CDF
cdf-fecal
FB0662
FB066213.CDF
cdf-fecal
FB0662
FB066214.CDF
cdf-fecal
FB0662
FB066215.CDF
cdf-fecal
FB0662
FB066216.CDF
cdf-fecal
FB0662
FB066217.CDF
cdf-fecal
FB0662
FB066218.CDF
cdf-fecal
FB0662
FB066219.CDF
cdf-fecal
FB0662
FB066220.CDF
cdf-fecal
FB0662
FB066221.CDF
cdf-fecal
FB0662
FB066222.CDF
cdf-fecal
FB0662
FB066223.CDF
cdf-fecal
FB0662
FB066224.CDF
cdf-fecal
FB0662
FB066225.CDF
cdf-fecal
FB0662
FB066226.CDF
cdf-fecal
FB0662
FB066227.CDF
cdf-fecal
FB0662
FB066228.CDF
cdf-fecal
FB0662
FB066229.CDF
cdf-fecal
FB0662
FB066230.CDF
cdf-fecal
FB0662
FB066231.CDF
cdf-fecal
FB0662
FB066232.CDF
cdf-fecal
FB0662
FB066233.CDF
cdf-fecal
FB0662
FB066234.CDF
cdf-fecal
FB0662
FB066235.CDF
cdf-fecal
FB0662
FB066236.CDF
cdf-fecal
FB0662
FB066237.CDF
cdf-fecal
FB0663
FB066301.CDF
cdf-fecal
FB0663
FB066302.CDF
cdf-fecal
FB0663
FB066303.CDF
cdf-fecal
FB0663
FB066304.CDF
cdf-fecal
FB0663
FB066305.CDF
cdf-fecal
FB0663
FB066306.CDF
cdf-fecal
FB0663
FB066307.CDF
cdf-fecal
FB0663
FB066308.CDF
cdf-fecal
FB0663
FB066309.CDF
cdf-fecal
FB0663
FB066310.CDF
cdf-fecal
FB0663
FB066311.CDF
cdf-fecal
FB0663
FB066312.CDF
cdf-fecal
FB0663
FB066313.CDF
cdf-fecal
FB0663
FB066314.CDF
cdf-fecal
FB0663
FB066315.CDF
cdf-fecal
FB0663
FB066316.CDF
cdf-fecal
FB0663
FB066317.CDF
cdf-fecal
FB0663
FB066318.CDF
cdf-fecal
FB0663
FB066319.CDF
cdf-fecal
FB0663
FB066320.CDF
cdf-fecal
FB0663
FB066321.CDF
cdf-fecal
FB0663
FB066322.CDF
cdf-fecal
FB0663
FB066323.CDF
cdf-fecal
FB0663
FB066324.CDF
cdf-fecal
FB0663
FB066325.CDF
cdf-fecal
FB0663
FB066326.CDF
cdf-fecal
FB0663
FB066327.CDF
cdf-fecal
FB0663
FB066328.CDF
cdf-fecal
FB0663
FB066329.CDF
cdf-fecal
FB0663
FB066330.CDF
cdf-fecal
FB0663
FB066331.CDF
cdf-fecal
FB0663
FB066332.CDF
cdf-fecal
FB0663
FB066333.CDF
cdf-fecal
FB0663
FB066334.CDF
cdf-fecal
FB0663
FB066335.CDF
cdf-fecal
FB0663
FB066336.CDF
cdf-fecal
FB0663
FB066337.CDF
cdf-fecal
FB0664
FB066401.CDF
cdf-fecal
FB0664
FB066402.CDF
cdf-fecal
FB0664
FB066403.CDF
cdf-fecal
FB0664
FB066404.CDF
cdf-fecal
FB0664
FB066405.CDF
cdf-fecal
FB0664
FB066406.CDF
cdf-fecal
FB0664
FB066407.CDF
cdf-fecal
FB0664
FB066408.CDF
cdf-fecal
FB0664
FB066409.CDF
cdf-fecal
FB0664
FB066410.CDF
cdf-fecal
FB0664
FB066411.CDF
cdf-fecal
FB0664
FB066412.CDF
cdf-fecal
FB0664
FB066413.CDF
cdf-fecal
FB0664
FB066414.CDF
cdf-fecal
FB0664
FB066415.CDF
cdf-fecal
FB0664
FB066416.CDF
cdf-fecal
FB0664
FB066417.CDF
cdf-fecal
FB0664
FB066418.CDF
cdf-fecal
FB0664
FB066419.CDF
cdf-fecal
FB0664
FB066420.CDF
cdf-fecal
FB0664
FB066421.CDF
cdf-fecal
FB0664
FB066422.CDF
cdf-fecal
FB0664
FB066423.CDF
cdf-fecal
FB0664
FB066424.CDF
cdf-fecal
FB0664
FB066425.CDF
cdf-fecal
FB0664
FB066426.CDF
cdf-fecal
FB0664
FB066427.CDF
cdf-fecal
FB0664
FB066428.CDF
cdf-fecal
FB0664
FB066429.CDF
cdf-fecal
FB0664
FB066430.CDF
cdf-fecal
FB0664
FB066431.CDF
cdf-fecal
FB0664
FB066432.CDF
cdf-fecal
FB0664
FB066433.CDF
cdf-fecal
FB0664
FB066434.CDF
cdf-fecal
FB0664
FB066435.CDF
cdf-fecal
FB0664
FB066436.CDF
cdf-fecal
FB0664
FB066437.CDF
cdf-fecal
FB0665
FB066501.CDF
cdf-fecal
FB0665
FB066502.CDF
cdf-fecal
FB0665
FB066503.CDF
cdf-fecal
FB0665
FB066504.CDF
cdf-fecal
FB0665
FB066505.CDF
cdf-fecal
FB0665
FB066506.CDF
cdf-fecal
FB0665
FB066507.CDF
cdf-fecal
FB0665
FB066508.CDF
cdf-fecal
FB0665
FB066509.CDF
cdf-fecal
FB0665
FB066510.CDF
cdf-fecal
FB0665
FB066511.CDF
cdf-fecal
FB0665
FB066512.CDF
cdf-fecal
FB0665
FB066513.CDF
cdf-fecal
FB0665
FB066514.CDF
cdf-fecal
FB0665
FB066515.CDF
cdf-fecal
FB0665
FB066516.CDF
cdf-fecal
FB0665
FB066517.CDF
cdf-fecal
FB0665
FB066518.CDF
cdf-fecal
FB0665
FB066519.CDF
cdf-fecal
FB0665
FB066520.CDF
cdf-fecal
FB0665
FB066521.CDF
cdf-fecal
FB0665
FB066522.CDF
cdf-fecal
FB0665
FB066523.CDF
cdf-fecal
FB0665
FB066524.CDF
cdf-fecal
FB0665
FB066525.CDF
cdf-fecal
FB0665
FB066526.CDF
cdf-fecal
FB0665
FB066527.CDF
cdf-fecal
FB0665
FB066528.CDF
cdf-fecal
FB0665
FB066529.CDF
cdf-fecal
FB0665
FB066530.CDF
cdf-fecal
FB0665
FB066531.CDF
cdf-fecal
FB0665
FB066532.CDF
cdf-fecal
FB0665
FB066533.CDF
cdf-fecal
FB0665
FB066534.CDF
cdf-fecal
FB0665
FB066535.CDF
cdf-fecal
FB0665
FB066536.CDF
cdf-fecal
FB0665
FB066537.CDF
cdf-fecal
FB0666
FB066601.CDF
cdf-fecal
FB0666
FB066602.CDF
cdf-fecal
FB0666
FB066603.CDF
cdf-fecal
FB0666
FB066604.CDF
cdf-fecal
FB0666
FB066605.CDF
cdf-fecal
FB0666
FB066606.CDF
cdf-fecal
FB0666
FB066607.CDF
cdf-fecal
FB0666
FB066608.CDF
cdf-fecal
FB0666
FB066609.CDF
cdf-fecal
FB0666
FB066610.CDF
cdf-fecal
FB0666
FB066611.CDF
cdf-fecal
FB0666
FB066612.CDF
cdf-fecal
FB0666
FB066613.CDF
cdf-fecal
FB0666
FB066614.CDF
cdf-fecal
FB0666
FB066615.CDF
cdf-fecal
FB0666
FB066616.CDF
cdf-fecal
FB0666
FB066617.CDF
cdf-fecal
FB0666
FB066618.CDF
cdf-fecal
FB0666
FB066619.CDF
cdf-fecal
FB0666
FB066620.CDF
cdf-fecal
FB0666
FB066621.CDF
cdf-fecal
FB0666
FB066622.CDF
cdf-fecal
FB0666
FB066623.CDF
cdf-fecal
FB0666
FB066624.CDF
cdf-fecal
FB0666
FB066625.CDF
cdf-fecal
FB0666
FB066626.CDF
cdf-fecal
FB0666
FB066627.CDF
cdf-fecal
FB0666
FB066628.CDF
cdf-fecal
FB0666
FB066629.CDF
cdf-fecal
FB0666
FB066630.CDF
cdf-fecal
FB0666
FB066631.CDF
cdf-fecal
FB0666
FB066632.CDF
cdf-fecal
FB0666
FB066633.CDF
cdf-fecal
FB0666
FB066634.CDF
cdf-fecal
FB0666
FB066635.CDF
cdf-fecal
FB0666
FB066636.CDF
cdf-fecal
FB0666
FB066637.CDF
cdf-fecal
FB0667
FB066701.CDF
cdf-fecal
FB0667
FB066702.CDF
cdf-fecal
FB0667
FB066703.CDF
cdf-fecal
FB0667
FB066704.CDF
cdf-fecal
FB0667
FB066705.CDF
cdf-fecal
FB0667
FB066706.CDF
cdf-fecal
FB0667
FB066707.CDF
cdf-fecal
FB0667
FB066708.CDF
cdf-fecal
FB0667
FB066709.CDF
cdf-fecal
FB0667
FB066710.CDF
cdf-fecal
FB0667
FB066711.CDF
cdf-fecal
FB0667
FB066712.CDF
cdf-fecal
FB0667
FB066713.CDF
cdf-fecal
FB0667
FB066714.CDF
cdf-fecal
FB0667
FB066715.CDF
cdf-fecal
FB0667
FB066716.CDF
cdf-fecal
FB0667
FB066717.CDF
cdf-fecal
FB0667
FB066718.CDF
cdf-fecal
FB0667
FB066719.CDF
cdf-fecal
FB0667
FB066720.CDF
cdf-fecal
FB0667
FB066721.CDF
cdf-fecal
FB0667
FB066722.CDF
cdf-fecal
FB0667
FB066723.CDF
cdf-fecal
FB0667
FB066724.CDF
cdf-fecal
FB0667
FB066725.CDF
cdf-fecal
FB0667
FB066726.CDF
cdf-fecal
FB0667
FB066727.CDF
cdf-fecal
FB0667
FB066728.CDF
cdf-fecal
FB0667
FB066729.CDF
cdf-fecal
FB0667
FB066730.CDF
cdf-fecal
FB0667
FB066731.CDF
cdf-fecal
FB0667
FB066732.CDF
cdf-fecal
FB0667
FB066733.CDF
cdf-fecal
FB0667
FB066734.CDF
cdf-fecal
FB0667
FB066735.CDF
cdf-fecal
FB0667
FB066736.CDF
cdf-fecal
FB0667
FB066737.CDF
cdf-fecal
FB0668
FB066801.CDF
cdf-fecal
FB0668
FB066802.CDF
cdf-fecal
FB0668
FB066803.CDF
cdf-fecal
FB0668
FB066804.CDF
cdf-fecal
FB0668
FB066805.CDF
cdf-fecal
FB0668
FB066806.CDF
cdf-fecal
FB0668
FB066807.CDF
cdf-fecal
FB0668
FB066808.CDF
cdf-fecal
FB0668
FB066809.CDF
cdf-fecal
FB0668
FB066810.CDF
cdf-fecal
FB0668
FB066811.CDF
cdf-fecal
FB0668
FB066812.CDF
cdf-fecal
FB0668
FB066813.CDF
cdf-fecal
FB0668
FB066814.CDF
cdf-fecal
FB0668
FB066815.CDF
cdf-fecal
FB0668
FB066816.CDF
cdf-fecal
FB0668
FB066817.CDF
cdf-fecal
FB0668
FB066818.CDF
cdf-fecal
FB0668
FB066819.CDF
cdf-fecal
FB0668
FB066820.CDF
cdf-fecal
FB0668
FB066821.CDF
cdf-fecal
FB0668
FB066822.CDF
cdf-fecal
FB0668
FB066823.CDF
cdf-fecal
FB0668
FB066824.CDF
cdf-fecal
FB0668
FB066825.CDF
cdf-fecal
FB0668
FB066826.CDF
cdf-fecal
FB0668
FB066827.CDF
cdf-fecal
FB0668
FB066828.CDF
cdf-fecal
FB0668
FB066829.CDF
cdf-fecal
FB0668
FB066830.CDF
cdf-fecal
FB0668
FB066831.CDF
cdf-fecal
FB0668
FB066832.CDF
cdf-fecal
FB0668
FB066833.CDF
cdf-fecal
FB0668
FB066834.CDF
cdf-fecal
FB0668
FB066835.CDF
cdf-fecal
FB0668
FB066836.CDF
cdf-fecal
FB0668
FB066837.CDF
cdf-fecal
FB0669
FB066901.CDF
cdf-fecal
FB0669
FB066902.CDF
cdf-fecal
FB0669
FB066903.CDF
cdf-fecal
FB0669
FB066904.CDF
cdf-fecal
FB0669
FB066905.CDF
cdf-fecal
FB0669
FB066906.CDF
cdf-fecal
FB0669
FB066907.CDF
cdf-fecal
FB0669
FB066908.CDF
cdf-fecal
FB0669
FB066909.CDF
cdf-fecal
FB0669
FB066910.CDF
cdf-fecal
FB0669
FB066911.CDF
cdf-fecal
FB0669
FB066912.CDF
cdf-fecal
FB0669
FB066913.CDF
cdf-fecal
FB0669
FB066914.CDF
cdf-fecal
FB0669
FB066915.CDF
cdf-fecal
FB0669
FB066916.CDF
cdf-fecal
FB0669
FB066917.CDF
cdf-fecal
FB0669
FB066918.CDF
cdf-fecal
FB0669
FB066919.CDF
cdf-fecal
FB0669
FB066920.CDF
cdf-fecal
FB0669
FB066921.CDF
cdf-fecal
FB0669
FB066922.CDF
cdf-fecal
FB0669
FB066923.CDF
cdf-fecal
FB0669
FB066924.CDF
cdf-fecal
FB0669
FB066925.CDF
cdf-fecal
FB0669
FB066926.CDF
cdf-fecal
FB0669
FB066927.CDF
cdf-fecal
FB0669
FB066928.CDF
cdf-fecal
FB0669
FB066929.CDF
cdf-fecal
FB0669
FB066930.CDF
cdf-fecal
FB0669
FB066931.CDF
cdf-fecal
FB0669
FB066932.CDF
cdf-fecal
FB0669
FB066933.CDF
cdf-fecal
FB0669
FB066934.CDF
cdf-fecal
FB0669
FB066935.CDF
cdf-fecal
FB0669
FB066936.CDF
cdf-fecal
FB0669
FB066937.CDF
cdf-fecal
FB0670
FB067001.CDF
cdf-fecal
FB0670
FB067002.CDF
cdf-fecal
FB0670
FB067003.CDF
cdf-fecal
FB0670
FB067004.CDF
cdf-fecal
FB0670
FB067005.CDF
cdf-fecal
FB0670
FB067006.CDF
cdf-fecal
FB0670
FB067007.CDF
cdf-fecal
FB0670
FB067008.CDF
cdf-fecal
FB0670
FB067009.CDF
cdf-fecal
FB0670
FB067010.CDF
cdf-fecal
FB0670
FB067011.CDF
cdf-fecal
FB0670
FB067012.CDF
cdf-fecal
FB0670
FB067013.CDF
cdf-fecal
FB0670
FB067014.CDF
cdf-fecal
FB0670
FB067015.CDF
cdf-fecal
FB0670
FB067016.CDF
cdf-fecal
FB0670
FB067017.CDF
cdf-fecal
FB0670
FB067018.CDF
cdf-fecal
FB0670
FB067019.CDF
cdf-fecal
FB0670
FB067020.CDF
cdf-fecal
FB0670
FB067021.CDF
cdf-fecal
FB0670
FB067022.CDF
cdf-fecal
FB0670
FB067023.CDF
cdf-fecal
FB0670
FB067024.CDF
cdf-fecal
FB0670
FB067025.CDF
cdf-fecal
FB0670
FB067026.CDF
cdf-fecal
FB0670
FB067027.CDF
cdf-fecal
FB0670
FB067028.CDF
cdf-fecal
FB0670
FB067029.CDF
cdf-fecal
FB0670
FB067030.CDF
cdf-fecal
FB0670
FB067031.CDF
cdf-fecal
FB0670
FB067032.CDF
cdf-fecal
FB0670
FB067033.CDF
cdf-fecal
FB0670
FB067034.CDF
cdf-fecal
FB0670
FB067035.CDF
cdf-fecal
FB0670
FB067036.CDF
cdf-fecal
FB0670
FB067037.CDF
cdf-fecal
FB0671
FB067101.CDF
cdf-fecal
FB0671
FB067102.CDF
cdf-fecal
FB0671
FB067103.CDF
cdf-fecal
FB0671
FB067104.CDF
cdf-fecal
FB0671
FB067105.CDF
cdf-fecal
FB0671
FB067106.CDF
cdf-fecal
FB0671
FB067107.CDF
cdf-fecal
FB0671
FB067108.CDF
cdf-fecal
FB0671
FB067109.CDF
cdf-fecal
FB0671
FB067110.CDF
cdf-fecal
FB0671
FB067111.CDF
cdf-fecal
FB0671
FB067112.CDF
cdf-fecal
FB0671
FB067113.CDF
cdf-fecal
FB0671
FB067114.CDF
cdf-fecal
FB0671
FB067115.CDF
cdf-fecal
FB0671
FB067116.CDF
cdf-fecal
FB0671
FB067117.CDF
cdf-fecal
FB0671
FB067118.CDF
cdf-fecal
FB0671
FB067119.CDF
cdf-fecal
FB0671
FB067120.CDF
cdf-fecal
FB0671
FB067121.CDF
cdf-fecal
FB0671
FB067122.CDF
cdf-fecal
FB0671
FB067123.CDF
cdf-fecal
FB0671
FB067124.CDF
cdf-fecal
FB0671
FB067125.CDF
cdf-fecal
FB0671
FB067126.CDF
cdf-fecal
FB0671
FB067127.CDF
cdf-fecal
FB0671
FB067128.CDF
cdf-fecal
FB0671
FB067129.CDF
cdf-fecal
FB0671
FB067130.CDF
cdf-fecal
FB0671
FB067131.CDF
cdf-fecal
FB0671
FB067132.CDF
cdf-fecal
FB0671
FB067133.CDF
cdf-fecal
FB0671
FB067134.CDF
cdf-fecal
FB0671
FB067135.CDF
cdf-fecal
FB0671
FB067136.CDF
cdf-fecal
FB0671
FB067137.CDF
cdf-fecal
FB0672
FB067201.CDF
cdf-fecal
FB0672
FB067202.CDF
cdf-fecal
FB0672
FB067203.CDF
cdf-fecal
FB0672
FB067204.CDF
cdf-fecal
FB0672
FB067205.CDF
cdf-fecal
FB0672
FB067206.CDF
cdf-fecal
FB0672
FB067207.CDF
cdf-fecal
FB0672
FB067208.CDF
cdf-fecal
FB0672
FB067209.CDF
cdf-fecal
FB0672
FB067210.CDF
cdf-fecal
FB0672
FB067211.CDF
cdf-fecal
FB0672
FB067212.CDF
cdf-fecal
FB0672
FB067213.CDF
cdf-fecal
FB0672
FB067214.CDF
cdf-fecal
FB0672
FB067215.CDF
cdf-fecal
FB0672
FB067216.CDF
cdf-fecal
FB0672
FB067217.CDF
cdf-fecal
FB0672
FB067218.CDF
cdf-fecal
FB0672
FB067219.CDF
cdf-fecal
FB0672
FB067220.CDF
cdf-fecal
FB0672
FB067221.CDF
cdf-fecal
FB0672
FB067222.CDF
cdf-fecal
FB0672
FB067223.CDF
cdf-fecal
FB0672
FB067224.CDF
cdf-fecal
FB0672
FB067225.CDF
cdf-fecal
FB0672
FB067226.CDF
cdf-fecal
FB0672
FB067227.CDF
cdf-fecal
FB0672
FB067228.CDF
cdf-fecal
FB0672
FB067229.CDF
cdf-fecal
FB0672
FB067230.CDF
cdf-fecal
FB0672
FB067231.CDF
cdf-fecal
FB0672
FB067232.CDF
cdf-fecal
FB0672
FB067233.CDF
cdf-fecal
FB0672
FB067234.CDF
cdf-fecal
FB0672
FB067235.CDF
cdf-fecal
FB0672
FB067236.CDF
cdf-fecal
FB0672
FB067237.CDF
cdf-fecal
FB0673
FB067301.CDF
cdf-fecal
FB0673
FB067302.CDF
cdf-fecal
FB0673
FB067303.CDF
cdf-fecal
FB0673
FB067304.CDF
cdf-fecal
FB0673
FB067305.CDF
cdf-fecal
FB0673
FB067306.CDF
cdf-fecal
FB0673
FB067307.CDF
cdf-fecal
FB0673
FB067308.CDF
cdf-fecal
FB0673
FB067309.CDF
cdf-fecal
FB0673
FB067310.CDF
cdf-fecal
FB0673
FB067311.CDF
cdf-fecal
FB0673
FB067312.CDF
cdf-fecal
FB0673
FB067313.CDF
cdf-fecal
FB0673
FB067314.CDF
cdf-fecal
FB0673
FB067315.CDF
cdf-fecal
FB0673
FB067316.CDF
cdf-fecal
FB0673
FB067317.CDF
cdf-fecal
FB0673
FB067318.CDF
cdf-fecal
FB0673
FB067319.CDF
cdf-fecal
FB0673
FB067320.CDF
cdf-fecal
FB0673
FB067321.CDF
cdf-fecal
FB0673
FB067322.CDF
cdf-fecal
FB0673
FB067323.CDF
cdf-fecal
FB0673
FB067324.CDF
cdf-fecal
FB0673
FB067325.CDF
cdf-fecal
FB0673
FB067326.CDF
cdf-fecal
FB0673
FB067327.CDF
cdf-fecal
FB0673
FB067328.CDF
cdf-fecal
FB0673
FB067329.CDF
cdf-fecal
FB0673
FB067330.CDF
cdf-fecal
FB0673
FB067331.CDF
cdf-fecal
FB0673
FB067332.CDF
cdf-fecal
FB0673
FB067333.CDF
cdf-fecal
FB0673
FB067334.CDF
cdf-fecal
FB0673
FB067335.CDF
cdf-fecal
FB0673
FB067336.CDF
cdf-fecal
FB0673
FB067337.CDF
cdf-fecal
FB0674
FB067401.CDF
cdf-fecal
FB0674
FB067402.CDF
cdf-fecal
FB0674
FB067403.CDF
cdf-fecal
FB0674
FB067404.CDF
cdf-fecal
FB0674
FB067405.CDF
cdf-fecal
FB0674
FB067406.CDF
cdf-fecal
FB0674
FB067407.CDF
cdf-fecal
FB0674
FB067408.CDF
cdf-fecal
FB0674
FB067409.CDF
cdf-fecal
FB0674
FB067410.CDF
cdf-fecal
FB0674
FB067411.CDF
cdf-fecal
FB0674
FB067412.CDF
cdf-fecal
FB0674
FB067413.CDF
cdf-fecal
FB0674
FB067414.CDF
cdf-fecal
FB0674
FB067415.CDF
cdf-fecal
FB0674
FB067416.CDF
cdf-fecal
FB0674
FB067417.CDF
cdf-fecal
FB0674
FB067418.CDF
cdf-fecal
FB0674
FB067419.CDF
cdf-fecal
FB0674
FB067420.CDF
cdf-fecal
FB0674
FB067421.CDF
cdf-fecal
FB0674
FB067422.CDF
cdf-fecal
FB0674
FB067423.CDF
cdf-fecal
FB0674
FB067424.CDF
cdf-fecal
FB0674
FB067425.CDF
cdf-fecal
FB0674
FB067426.CDF
cdf-fecal
FB0674
FB067427.CDF
cdf-fecal
FB0674
FB067428.CDF
cdf-fecal
FB0674
FB067429.CDF
cdf-fecal
FB0674
FB067430.CDF
cdf-fecal
FB0674
FB067431.CDF
cdf-fecal
FB0674
FB067432.CDF
cdf-fecal
FB0674
FB067433.CDF
cdf-fecal
FB0674
FB067434.CDF
cdf-fecal
FB0674
FB067435.CDF
cdf-fecal
FB0674
FB067436.CDF
cdf-fecal
FB0674
FB067437.CDF
cdf-fecal
FB0675
FB067501.CDF
cdf-fecal
FB0675
FB067502.CDF
cdf-fecal
FB0675
FB067503.CDF
cdf-fecal
FB0675
FB067504.CDF
cdf-fecal
FB0675
FB067505.CDF
cdf-fecal
FB0675
FB067506.CDF
cdf-fecal
FB0675
FB067507.CDF
cdf-fecal
FB0675
FB067508.CDF
cdf-fecal
FB0675
FB067509.CDF
cdf-fecal
FB0675
FB067510.CDF
cdf-fecal
FB0675
FB067511.CDF
cdf-fecal
FB0675
FB067512.CDF
cdf-fecal
FB0675
FB067513.CDF
cdf-fecal
FB0675
FB067514.CDF
cdf-fecal
FB0675
FB067515.CDF
cdf-fecal
FB0675
FB067516.CDF
cdf-fecal
FB0675
FB067517.CDF
cdf-fecal
FB0675
FB067518.CDF
cdf-fecal
FB0675
FB067519.CDF
cdf-fecal
FB0675
FB067520.CDF
cdf-fecal
FB0675
FB067521.CDF
cdf-fecal
FB0675
FB067522.CDF
cdf-fecal
FB0675
FB067523.CDF
cdf-fecal
FB0675
FB067524.CDF
cdf-fecal
FB0675
FB067525.CDF
cdf-fecal
FB0675
FB067526.CDF
cdf-fecal
FB0675
FB067527.CDF
cdf-fecal
FB0675
FB067528.CDF
cdf-fecal
FB0675
FB067529.CDF
cdf-fecal
FB0675
FB067530.CDF
cdf-fecal
FB0675
FB067531.CDF
cdf-fecal
FB0675
FB067532.CDF
cdf-fecal
FB0675
FB067533.CDF
cdf-fecal
FB0675
FB067534.CDF
cdf-fecal
FB0675
FB067535.CDF
cdf-fecal
FB0675
FB067536.CDF
cdf-fecal
FB0675
FB067537.CDF
cdf-fecal
FB0676
FB067601.CDF
cdf-fecal
FB0676
FB067602.CDF
cdf-fecal
FB0676
FB067603.CDF
cdf-fecal
FB0676
FB067604.CDF
cdf-fecal
FB0676
FB067605.CDF
cdf-fecal
FB0676
FB067606.CDF
cdf-fecal
FB0676
FB067607.CDF
cdf-fecal
FB0676
FB067608.CDF
cdf-fecal
FB0676
FB067609.CDF
cdf-fecal
FB0676
FB067610.CDF
cdf-fecal
FB0676
FB067611.CDF
cdf-fecal
FB0676
FB067612.CDF
cdf-fecal
FB0676
FB067613.CDF
cdf-fecal
FB0676
FB067614.CDF
cdf-fecal
FB0676
FB067615.CDF
cdf-fecal
FB0676
FB067616.CDF
cdf-fecal
FB0676
FB067617.CDF
cdf-fecal
FB0676
FB067618.CDF
cdf-fecal
FB0676
FB067619.CDF
cdf-fecal
FB0676
FB067620.CDF
cdf-fecal
FB0676
FB067621.CDF
cdf-fecal
FB0676
FB067622.CDF
cdf-fecal
FB0676
FB067623.CDF
cdf-fecal
FB0676
FB067624.CDF
cdf-fecal
FB0676
FB067625.CDF
cdf-fecal
FB0676
FB067626.CDF
cdf-fecal
FB0676
FB067627.CDF
cdf-fecal
FB0676
FB067628.CDF
cdf-fecal
FB0676
FB067629.CDF
cdf-fecal
FB0676
FB067630.CDF
cdf-fecal
FB0676
FB067631.CDF
cdf-fecal
FB0676
FB067632.CDF
cdf-fecal
FB0676
FB067633.CDF
cdf-fecal
FB0676
FB067634.CDF
cdf-fecal
FB0676
FB067635.CDF
cdf-fecal
FB0676
FB067636.CDF
cdf-fecal
FB0676
FB067637.CDF
cdf-fecal
FB0677
FB067701.CDF
cdf-fecal
FB0677
FB067702.CDF
cdf-fecal
FB0677
FB067703.CDF
cdf-fecal
FB0677
FB067704.CDF
cdf-fecal
FB0677
FB067705.CDF
cdf-fecal
FB0677
FB067706.CDF
cdf-fecal
FB0677
FB067707.CDF
cdf-fecal
FB0677
FB067708.CDF
cdf-fecal
FB0677
FB067709.CDF
cdf-fecal
FB0677
FB067710.CDF
cdf-fecal
FB0677
FB067711.CDF
cdf-fecal
FB0677
FB067712.CDF
cdf-fecal
FB0677
FB067713.CDF
cdf-fecal
FB0677
FB067714.CDF
cdf-fecal
FB0677
FB067715.CDF
cdf-fecal
FB0677
FB067716.CDF
cdf-fecal
FB0677
FB067717.CDF
cdf-fecal
FB0677
FB067718.CDF
cdf-fecal
FB0677
FB067719.CDF
cdf-fecal
FB0677
FB067720.CDF
cdf-fecal
FB0677
FB067721.CDF
cdf-fecal
FB0677
FB067722.CDF
cdf-fecal
FB0677
FB067723.CDF
cdf-fecal
FB0677
FB067724.CDF
cdf-fecal
FB0677
FB067725.CDF
cdf-fecal
FB0677
FB067726.CDF
cdf-fecal
FB0677
FB067727.CDF
cdf-fecal
FB0677
FB067728.CDF
cdf-fecal
FB0677
FB067729.CDF
cdf-fecal
FB0677
FB067730.CDF
cdf-fecal
FB0677
FB067731.CDF
cdf-fecal
FB0677
FB067732.CDF
cdf-fecal
FB0677
FB067733.CDF
cdf-fecal
FB0677
FB067734.CDF
cdf-fecal
FB0677
FB067735.CDF
cdf-fecal
FB0677
FB067736.CDF
cdf-fecal
FB0677
FB067737.CDF
cdf-fecal
FB0678
FB067801.CDF
cdf-fecal
FB0678
FB067802.CDF
cdf-fecal
FB0678
FB067803.CDF
cdf-fecal
FB0678
FB067804.CDF
cdf-fecal
FB0678
FB067805.CDF
cdf-fecal
FB0678
FB067806.CDF
cdf-fecal
FB0678
FB067807.CDF
cdf-fecal
FB0678
FB067808.CDF
cdf-fecal
FB0678
FB067809.CDF
cdf-fecal
FB0678
FB067810.CDF
cdf-fecal
FB0678
FB067811.CDF
cdf-fecal
FB0678
FB067812.CDF
cdf-fecal
FB0678
FB067813.CDF
cdf-fecal
FB0678
FB067814.CDF
cdf-fecal
FB0678
FB067815.CDF
cdf-fecal
FB0678
FB067816.CDF
cdf-fecal
FB0678
FB067817.CDF
cdf-fecal
FB0678
FB067818.CDF
cdf-fecal
FB0678
FB067819.CDF
cdf-fecal
FB0678
FB067820.CDF
cdf-fecal
FB0678
FB067821.CDF
cdf-fecal
FB0678
FB067822.CDF
cdf-fecal
FB0678
FB067823.CDF
cdf-fecal
FB0678
FB067824.CDF
cdf-fecal
FB0678
FB067825.CDF
cdf-fecal
FB0678
FB067826.CDF
cdf-fecal
FB0678
FB067827.CDF
cdf-fecal
FB0678
FB067828.CDF
cdf-fecal
FB0678
FB067829.CDF
cdf-fecal
FB0678
FB067830.CDF
cdf-fecal
FB0678
FB067831.CDF
cdf-fecal
FB0678
FB067832.CDF
cdf-fecal
FB0678
FB067833.CDF
cdf-fecal
FB0678
FB067834.CDF
cdf-fecal
FB0678
FB067835.CDF
cdf-fecal
FB0678
FB067836.CDF
cdf-fecal
FB0678
FB067837.CDF
cdf-fecal
FB0679
FB067901.CDF
cdf-fecal
FB0679
FB067902.CDF
cdf-fecal
FB0679
FB067903.CDF
cdf-fecal
FB0679
FB067904.CDF
cdf-fecal
FB0679
FB067905.CDF
cdf-fecal
FB0679
FB067906.CDF
cdf-fecal
FB0679
FB067907.CDF
cdf-fecal
FB0679
FB067908.CDF
cdf-fecal
FB0679
FB067909.CDF
cdf-fecal
FB0679
FB067910.CDF
cdf-fecal
FB0679
FB067911.CDF
cdf-fecal
FB0679
FB067912.CDF
cdf-fecal
FB0679
FB067913.CDF
cdf-fecal
FB0679
FB067914.CDF
cdf-fecal
FB0679
FB067915.CDF
cdf-fecal
FB0679
FB067916.CDF
cdf-fecal
FB0679
FB067917.CDF
cdf-fecal
FB0679
FB067918.CDF
cdf-fecal
FB0679
FB067919.CDF
cdf-fecal
FB0679
FB067920.CDF
cdf-fecal
FB0679
FB067921.CDF
cdf-fecal
FB0679
FB067922.CDF
cdf-fecal
FB0679
FB067923.CDF
cdf-fecal
FB0679
FB067924.CDF
cdf-fecal
FB0679
FB067925.CDF
cdf-fecal
FB0679
FB067926.CDF
cdf-fecal
FB0679
FB067927.CDF
cdf-fecal
FB0679
FB067928.CDF
cdf-fecal
FB0679
FB067929.CDF
cdf-fecal
FB0679
FB067930.CDF
cdf-fecal
FB0679
FB067931.CDF
cdf-fecal
FB0679
FB067932.CDF
cdf-fecal
FB0679
FB067933.CDF
cdf-fecal
FB0679
FB067934.CDF
cdf-fecal
FB0679
FB067935.CDF
cdf-fecal
FB0679
FB067936.CDF
cdf-fecal
FB0679
FB067937.CDF
cdf-fecal
FB0680
FB068001.CDF
cdf-fecal
FB0680
FB068002.CDF
cdf-fecal
FB0680
FB068003.CDF
cdf-fecal
FB0680
FB068004.CDF
cdf-fecal
FB0680
FB068005.CDF
cdf-fecal
FB0680
FB068006.CDF
cdf-fecal
FB0680
FB068007.CDF
cdf-fecal
FB0680
FB068008.CDF
cdf-fecal
FB0680
FB068009.CDF
cdf-fecal
FB0680
FB068010.CDF
cdf-fecal
FB0680
FB068011.CDF
cdf-fecal
FB0680
FB068012.CDF
cdf-fecal
FB0680
FB068013.CDF
cdf-fecal
FB0680
FB068014.CDF
cdf-fecal
FB0680
FB068015.CDF
cdf-fecal
FB0680
FB068016.CDF
cdf-fecal
FB0680
FB068017.CDF
cdf-fecal
FB0680
FB068018.CDF
cdf-fecal
FB0680
FB068019.CDF
cdf-fecal
FB0680
FB068020.CDF
cdf-fecal
FB0680
FB068021.CDF
cdf-fecal
FB0680
FB068022.CDF
cdf-fecal
FB0680
FB068023.CDF
cdf-fecal
FB0680
FB068024.CDF
cdf-fecal
FB0680
FB068025.CDF
cdf-fecal
FB0680
FB068026.CDF
cdf-fecal
FB0680
FB068027.CDF
cdf-fecal
FB0680
FB068028.CDF
cdf-fecal
FB0680
FB068029.CDF
cdf-fecal
FB0680
FB068030.CDF
cdf-fecal
FB0680
FB068031.CDF
cdf-fecal
FB0680
FB068032.CDF
cdf-fecal
FB0680
FB068033.CDF
cdf-fecal
FB0680
FB068034.CDF
cdf-fecal
FB0680
FB068035.CDF
cdf-fecal
FB0680
FB068036.CDF
cdf-fecal
FB0680
FB068037.CDF
cdf-fecal
FB0681
FB068101.CDF
cdf-fecal
FB0681
FB068102.CDF
cdf-fecal
FB0681
FB068103.CDF
cdf-fecal
FB0681
FB068104.CDF
cdf-fecal
FB0681
FB068105.CDF
cdf-fecal
FB0681
FB068106.CDF
cdf-fecal
FB0681
FB068107.CDF
cdf-fecal
FB0681
FB068108.CDF
cdf-fecal
FB0681
FB068109.CDF
cdf-fecal
FB0681
FB068110.CDF
cdf-fecal
FB0681
FB068111.CDF
cdf-fecal
FB0681
FB068112.CDF
cdf-fecal
FB0681
FB068113.CDF
cdf-fecal
FB0681
FB068114.CDF
cdf-fecal
FB0681
FB068115.CDF
cdf-fecal
FB0681
FB068116.CDF
cdf-fecal
FB0681
FB068117.CDF
cdf-fecal
FB0681
FB068118.CDF
cdf-fecal
FB0681
FB068119.CDF
cdf-fecal
FB0681
FB068120.CDF
cdf-fecal
FB0681
FB068121.CDF
cdf-fecal
FB0681
FB068122.CDF
cdf-fecal
FB0681
FB068123.CDF
cdf-fecal
FB0681
FB068124.CDF
cdf-fecal
FB0681
FB068125.CDF
cdf-fecal
FB0681
FB068126.CDF
cdf-fecal
FB0681
FB068127.CDF
cdf-fecal
FB0681
FB068128.CDF
cdf-fecal
FB0681
FB068129.CDF
cdf-fecal
FB0681
FB068130.CDF
cdf-fecal
FB0681
FB068131.CDF
cdf-fecal
FB0681
FB068132.CDF
cdf-fecal
FB0681
FB068133.CDF
cdf-fecal
FB0681
FB068134.CDF
cdf-fecal
FB0681
FB068135.CDF
cdf-fecal
FB0681
FB068136.CDF
cdf-fecal
FB0681
FB068137.CDF
cdf-fecal
FB0682
FB068201.CDF
cdf-fecal
FB0682
FB068202.CDF
cdf-fecal
FB0682
FB068203.CDF
cdf-fecal
FB0682
FB068204.CDF
cdf-fecal
FB0682
FB068205.CDF
cdf-fecal
FB0682
FB068206.CDF
cdf-fecal
FB0682
FB068207.CDF
cdf-fecal
FB0682
FB068208.CDF
cdf-fecal
FB0682
FB068209.CDF
cdf-fecal
FB0682
FB068210.CDF
cdf-fecal
FB0682
FB068211.CDF
cdf-fecal
FB0682
FB068212.CDF
cdf-fecal
FB0682
FB068213.CDF
cdf-fecal
FB0682
FB068214.CDF
cdf-fecal
FB0682
FB068215.CDF
cdf-fecal
FB0682
FB068216.CDF
cdf-fecal
FB0682
FB068217.CDF
cdf-fecal
FB0682
FB068218.CDF
cdf-fecal
FB0682
FB068219.CDF
cdf-fecal
FB0682
FB068220.CDF
cdf-fecal
FB0682
FB068221.CDF
cdf-fecal
FB0682
FB068222.CDF
cdf-fecal
FB0682
FB068223.CDF
cdf-fecal
FB0682
FB068224.CDF
cdf-fecal
FB0682
FB068225.CDF
cdf-fecal
FB0682
FB068226.CDF
cdf-fecal
FB0682
FB068227.CDF
cdf-fecal
FB0682
FB068228.CDF
cdf-fecal
FB0682
FB068229.CDF
cdf-fecal
FB0682
FB068230.CDF
cdf-fecal
FB0682
FB068231.CDF
cdf-fecal
FB0682
FB068232.CDF
cdf-fecal
FB0682
FB068233.CDF
cdf-fecal
FB0682
FB068234.CDF
cdf-fecal
FB0682
FB068235.CDF
cdf-fecal
FB0682
FB068236.CDF
cdf-fecal
FB0682
FB068237.CDF
cdf-fecal
FB0683
FB068301.CDF
cdf-fecal
FB0683
FB068302.CDF
cdf-fecal
FB0683
FB068303.CDF
cdf-fecal
FB0683
FB068304.CDF
cdf-fecal
FB0683
FB068305.CDF
cdf-fecal
FB0683
FB068306.CDF
cdf-fecal
FB0683
FB068307.CDF
cdf-fecal
FB0683
FB068308.CDF
cdf-fecal
FB0683
FB068309.CDF
cdf-fecal
FB0683
FB068310.CDF
cdf-fecal
FB0683
FB068311.CDF
cdf-fecal
FB0683
FB068312.CDF
cdf-fecal
FB0683
FB068313.CDF
cdf-fecal
FB0683
FB068314.CDF
cdf-fecal
FB0683
FB068315.CDF
cdf-fecal
FB0683
FB068316.CDF
cdf-fecal
FB0683
FB068317.CDF
cdf-fecal
FB0683
FB068318.CDF
cdf-fecal
FB0683
FB068319.CDF
cdf-fecal
FB0683
FB068320.CDF
cdf-fecal
FB0683
FB068321.CDF
cdf-fecal
FB0683
FB068322.CDF
cdf-fecal
FB0683
FB068323.CDF
cdf-fecal
FB0683
FB068324.CDF
cdf-fecal
FB0683
FB068325.CDF
cdf-fecal
FB0683
FB068326.CDF
cdf-fecal
FB0683
FB068327.CDF
cdf-fecal
FB0683
FB068328.CDF
cdf-fecal
FB0683
FB068329.CDF
cdf-fecal
FB0683
FB068330.CDF
cdf-fecal
FB0683
FB068331.CDF
cdf-fecal
FB0683
FB068332.CDF
cdf-fecal
FB0683
FB068333.CDF
cdf-fecal
FB0683
FB068334.CDF
cdf-fecal
FB0683
FB068335.CDF
cdf-fecal
FB0683
FB068336.CDF
cdf-fecal
FB0683
FB068337.CDF
cdf-fecal
FB0684
FB068401.CDF
cdf-fecal
FB0684
FB068402.CDF
cdf-fecal
FB0684
FB068403.CDF
cdf-fecal
FB0684
FB068404.CDF
cdf-fecal
FB0684
FB068405.CDF
cdf-fecal
FB0684
FB068406.CDF
cdf-fecal
FB0684
FB068407.CDF
cdf-fecal
FB0684
FB068408.CDF
cdf-fecal
FB0684
FB068409.CDF
cdf-fecal
FB0684
FB068410.CDF
cdf-fecal
FB0684
FB068411.CDF
cdf-fecal
FB0684
FB068412.CDF
cdf-fecal
FB0684
FB068413.CDF
cdf-fecal
FB0684
FB068414.CDF
cdf-fecal
FB0684
FB068415.CDF
cdf-fecal
FB0684
FB068416.CDF
cdf-fecal
FB0684
FB068417.CDF
cdf-fecal
FB0684
FB068418.CDF
cdf-fecal
FB0684
FB068419.CDF
cdf-fecal
FB0684
FB068420.CDF
cdf-fecal
FB0684
FB068421.CDF
cdf-fecal
FB0684
FB068422.CDF
cdf-fecal
FB0684
FB068423.CDF
cdf-fecal
FB0684
FB068424.CDF
cdf-fecal
FB0684
FB068425.CDF
cdf-fecal
FB0684
FB068426.CDF
cdf-fecal
FB0684
FB068427.CDF
cdf-fecal
FB0684
FB068428.CDF
cdf-fecal
FB0684
FB068429.CDF
cdf-fecal
FB0684
FB068430.CDF
cdf-fecal
FB0684
FB068431.CDF
cdf-fecal
FB0684
FB068432.CDF
cdf-fecal
FB0684
FB068433.CDF
cdf-fecal
FB0684
FB068434.CDF
cdf-fecal
FB0684
FB068435.CDF
cdf-fecal
FB0684
FB068436.CDF
cdf-fecal
FB0684
FB068437.CDF
cdf-fecal
FB0685
FB068501.CDF
cdf-fecal
FB0685
FB068502.CDF
cdf-fecal
FB0685
FB068503.CDF
cdf-fecal
FB0685
FB068504.CDF
cdf-fecal
FB0685
FB068505.CDF
cdf-fecal
FB0685
FB068506.CDF
cdf-fecal
FB0685
FB068507.CDF
cdf-fecal
FB0685
FB068508.CDF
cdf-fecal
FB0685
FB068509.CDF
cdf-fecal
FB0685
FB068510.CDF
cdf-fecal
FB0685
FB068511.CDF
cdf-fecal
FB0685
FB068512.CDF
cdf-fecal
FB0685
FB068513.CDF
cdf-fecal
FB0685
FB068514.CDF
cdf-fecal
FB0685
FB068515.CDF
cdf-fecal
FB0685
FB068516.CDF
cdf-fecal
FB0685
FB068517.CDF
cdf-fecal
FB0685
FB068518.CDF
cdf-fecal
FB0685
FB068519.CDF
cdf-fecal
FB0685
FB068520.CDF
cdf-fecal
FB0685
FB068521.CDF
cdf-fecal
FB0685
FB068522.CDF
cdf-fecal
FB0685
FB068523.CDF
cdf-fecal
FB0685
FB068524.CDF
cdf-fecal
FB0685
FB068525.CDF
cdf-fecal
FB0685
FB068526.CDF
cdf-fecal
FB0685
FB068527.CDF
cdf-fecal
FB0685
FB068528.CDF
cdf-fecal
FB0685
FB068529.CDF
cdf-fecal
FB0685
FB068530.CDF
cdf-fecal
FB0685
FB068531.CDF
cdf-fecal
FB0685
FB068532.CDF
cdf-fecal
FB0685
FB068533.CDF
cdf-fecal
FB0685
FB068534.CDF
cdf-fecal
FB0685
FB068535.CDF
cdf-fecal
FB0685
FB068536.CDF
cdf-fecal
FB0685
FB068537.CDF
cdf-fecal
FB0686
FB068601.CDF
cdf-fecal
FB0686
FB068602.CDF
cdf-fecal
FB0686
FB068603.CDF
cdf-fecal
FB0686
FB068604.CDF
cdf-fecal
FB0686
FB068605.CDF
cdf-fecal
FB0686
FB068606.CDF
cdf-fecal
FB0686
FB068607.CDF
cdf-fecal
FB0686
FB068608.CDF
cdf-fecal
FB0686
FB068609.CDF
cdf-fecal
FB0686
FB068610.CDF
cdf-fecal
FB0686
FB068611.CDF
cdf-fecal
FB0686
FB068612.CDF
cdf-fecal
FB0686
FB068613.CDF
cdf-fecal
FB0686
FB068614.CDF
cdf-fecal
FB0686
FB068615.CDF
cdf-fecal
FB0686
FB068616.CDF
cdf-fecal
FB0686
FB068617.CDF
cdf-fecal
FB0686
FB068618.CDF
cdf-fecal
FB0686
FB068619.CDF
cdf-fecal
FB0686
FB068620.CDF
cdf-fecal
FB0686
FB068621.CDF
cdf-fecal
FB0686
FB068622.CDF
cdf-fecal
FB0686
FB068623.CDF
cdf-fecal
FB0686
FB068624.CDF
cdf-fecal
FB0686
FB068625.CDF
cdf-fecal
FB0686
FB068626.CDF
cdf-fecal
FB0686
FB068627.CDF
cdf-fecal
FB0686
FB068628.CDF
cdf-fecal
FB0686
FB068629.CDF
cdf-fecal
FB0686
FB068630.CDF
cdf-fecal
FB0686
FB068631.CDF
cdf-fecal
FB0686
FB068632.CDF
cdf-fecal
FB0686
FB068633.CDF
cdf-fecal
FB0686
FB068634.CDF
cdf-fecal
FB0686
FB068635.CDF
cdf-fecal
FB0686
FB068636.CDF
cdf-fecal
FB0686
FB068637.CDF
cdf-fecal
FB0687
FB068701.CDF
cdf-fecal
FB0687
FB068702.CDF
cdf-fecal
FB0687
FB068703.CDF
cdf-fecal
FB0687
FB068704.CDF
cdf-fecal
FB0687
FB068705.CDF
cdf-fecal
FB0687
FB068706.CDF
cdf-fecal
FB0687
FB068707.CDF
cdf-fecal
FB0687
FB068708.CDF
cdf-fecal
FB0687
FB068709.CDF
cdf-fecal
FB0687
FB068710.CDF
cdf-fecal
FB0687
FB068711.CDF
cdf-fecal
FB0687
FB068712.CDF
cdf-fecal
FB0687
FB068713.CDF
cdf-fecal
FB0687
FB068714.CDF
cdf-fecal
FB0687
FB068715.CDF
cdf-fecal
FB0687
FB068716.CDF
cdf-fecal
FB0687
FB068717.CDF
cdf-fecal
FB0687
FB068718.CDF
cdf-fecal
FB0687
FB068719.CDF
cdf-fecal
FB0687
FB068720.CDF
cdf-fecal
FB0687
FB068721.CDF
cdf-fecal
FB0687
FB068722.CDF
cdf-fecal
FB0687
FB068723.CDF
cdf-fecal
FB0687
FB068724.CDF
cdf-fecal
FB0687
FB068725.CDF
cdf-fecal
FB0687
FB068726.CDF
cdf-fecal
FB0687
FB068727.CDF
cdf-fecal
FB0687
FB068728.CDF
cdf-fecal
FB0687
FB068729.CDF
cdf-fecal
FB0687
FB068730.CDF
cdf-fecal
FB0687
FB068731.CDF
cdf-fecal
FB0687
FB068732.CDF
cdf-fecal
FB0687
FB068733.CDF
cdf-fecal
FB0687
FB068734.CDF
cdf-fecal
FB0687
FB068735.CDF
cdf-fecal
FB0687
FB068736.CDF
cdf-fecal
FB0687
FB068737.CDF
cdf-fecal
FB0688
FB068801.CDF
cdf-fecal
FB0688
FB068802.CDF
cdf-fecal
FB0688
FB068803.CDF
cdf-fecal
FB0688
FB068804.CDF
cdf-fecal
FB0688
FB068805.CDF
cdf-fecal
FB0688
FB068806.CDF
cdf-fecal
FB0688
FB068807.CDF
cdf-fecal
FB0688
FB068808.CDF
cdf-fecal
FB0688
FB068809.CDF
cdf-fecal
FB0688
FB068810.CDF
cdf-fecal
FB0688
FB068811.CDF
cdf-fecal
FB0688
FB068812.CDF
cdf-fecal
FB0688
FB068813.CDF
cdf-fecal
FB0688
FB068814.CDF
cdf-fecal
FB0688
FB068815.CDF
cdf-fecal
FB0688
FB068816.CDF
cdf-fecal
FB0688
FB068817.CDF
cdf-fecal
FB0688
FB068818.CDF
cdf-fecal
FB0688
FB068819.CDF
cdf-fecal
FB0688
FB068820.CDF
cdf-fecal
FB0688
FB068821.CDF
cdf-fecal
FB0688
FB068822.CDF
cdf-fecal
FB0688
FB068823.CDF
cdf-fecal
FB0688
FB068824.CDF
cdf-fecal
FB0688
FB068825.CDF
cdf-fecal
FB0688
FB068826.CDF
cdf-fecal
FB0688
FB068827.CDF
cdf-fecal
FB0688
FB068828.CDF
cdf-fecal
FB0688
FB068829.CDF
cdf-fecal
FB0688
FB068830.CDF
cdf-fecal
FB0688
FB068831.CDF
cdf-fecal
FB0688
FB068832.CDF
cdf-fecal
FB0688
FB068833.CDF
cdf-fecal
FB0688
FB068834.CDF
cdf-fecal
FB0688
FB068835.CDF
cdf-fecal
FB0688
FB068836.CDF
cdf-fecal
FB0688
FB068837.CDF
cdf-fecal
FB0689
FB068901.CDF
cdf-fecal
FB0689
FB068902.CDF
cdf-fecal
FB0689
FB068903.CDF
cdf-fecal
FB0689
FB068904.CDF
cdf-fecal
FB0689
FB068905.CDF
cdf-fecal
FB0689
FB068906.CDF
cdf-fecal
FB0689
FB068907.CDF
cdf-fecal
FB0689
FB068908.CDF
cdf-fecal
FB0689
FB068909.CDF
cdf-fecal
FB0689
FB068910.CDF
cdf-fecal
FB0689
FB068911.CDF
cdf-fecal
FB0689
FB068912.CDF
cdf-fecal
FB0689
FB068913.CDF
cdf-fecal
FB0689
FB068914.CDF
cdf-fecal
FB0689
FB068915.CDF
cdf-fecal
FB0689
FB068916.CDF
cdf-fecal
FB0689
FB068917.CDF
cdf-fecal
FB0689
FB068918.CDF
cdf-fecal
FB0689
FB068919.CDF
cdf-fecal
FB0689
FB068920.CDF
cdf-fecal
FB0689
FB068921.CDF
cdf-fecal
FB0689
FB068922.CDF
cdf-fecal
FB0689
FB068923.CDF
cdf-fecal
FB0689
FB068924.CDF
cdf-fecal
FB0689
FB068925.CDF
cdf-fecal
FB0689
FB068926.CDF
cdf-fecal
FB0689
FB068927.CDF
cdf-fecal
FB0689
FB068928.CDF
cdf-fecal
FB0689
FB068929.CDF
cdf-fecal
FB0689
FB068930.CDF
cdf-fecal
FB0689
FB068931.CDF
cdf-fecal
FB0689
FB068932.CDF
cdf-fecal
FB0689
FB068933.CDF
cdf-fecal
FB0689
FB068934.CDF
cdf-fecal
FB0689
FB068935.CDF
cdf-fecal
FB0689
FB068936.CDF
cdf-fecal
FB0689
FB068937.CDF
cdf-fecal
FB0690
FB069001.CDF
cdf-fecal
FB0690
FB069002.CDF
cdf-fecal
FB0690
FB069003.CDF
cdf-fecal
FB0690
FB069004.CDF
cdf-fecal
FB0690
FB069005.CDF
cdf-fecal
FB0690
FB069006.CDF
cdf-fecal
FB0690
FB069007.CDF
cdf-fecal
FB0690
FB069008.CDF
cdf-fecal
FB0690
FB069009.CDF
cdf-fecal
FB0690
FB069010.CDF
cdf-fecal
FB0690
FB069011.CDF
cdf-fecal
FB0690
FB069012.CDF
cdf-fecal
FB0690
FB069013.CDF
cdf-fecal
FB0690
FB069014.CDF
cdf-fecal
FB0690
FB069015.CDF
cdf-fecal
FB0690
FB069016.CDF
cdf-fecal
FB0690
FB069017.CDF
cdf-fecal
FB0690
FB069018.CDF
cdf-fecal
FB0690
FB069019.CDF
cdf-fecal
FB0690
FB069020.CDF
cdf-fecal
FB0690
FB069021.CDF
cdf-fecal
FB0690
FB069022.CDF
cdf-fecal
FB0690
FB069023.CDF
cdf-fecal
FB0690
FB069024.CDF
cdf-fecal
FB0690
FB069025.CDF
cdf-fecal
FB0690
FB069026.CDF
cdf-fecal
FB0690
FB069027.CDF
cdf-fecal
FB0690
FB069028.CDF
cdf-fecal
FB0690
FB069029.CDF
cdf-fecal
FB0690
FB069030.CDF
cdf-fecal
FB0690
FB069031.CDF
cdf-fecal
FB0690
FB069032.CDF
cdf-fecal
FB0690
FB069033.CDF
cdf-fecal
FB0690
FB069034.CDF
cdf-fecal
FB0690
FB069035.CDF
cdf-fecal
FB0690
FB069036.CDF
cdf-fecal
FB0690
FB069037.CDF
cdf-fecal
FB0691
FB069101.CDF
cdf-fecal
FB0691
FB069102.CDF
cdf-fecal
FB0691
FB069103.CDF
cdf-fecal
FB0691
FB069104.CDF
cdf-fecal
FB0691
FB069105.CDF
cdf-fecal
FB0691
FB069106.CDF
cdf-fecal
FB0691
FB069107.CDF
cdf-fecal
FB0691
FB069108.CDF
cdf-fecal
FB0691
FB069109.CDF
cdf-fecal
FB0691
FB069110.CDF
cdf-fecal
FB0691
FB069111.CDF
cdf-fecal
FB0691
FB069112.CDF
cdf-fecal
FB0691
FB069113.CDF
cdf-fecal
FB0691
FB069114.CDF
cdf-fecal
FB0691
FB069115.CDF
cdf-fecal
FB0691
FB069116.CDF
cdf-fecal
FB0691
FB069117.CDF
cdf-fecal
FB0691
FB069118.CDF
cdf-fecal
FB0691
FB069119.CDF
cdf-fecal
FB0691
FB069120.CDF
cdf-fecal
FB0691
FB069121.CDF
cdf-fecal
FB0691
FB069122.CDF
cdf-fecal
FB0691
FB069123.CDF
cdf-fecal
FB0691
FB069124.CDF
cdf-fecal
FB0691
FB069125.CDF
cdf-fecal
FB0691
FB069126.CDF
cdf-fecal
FB0691
FB069127.CDF
cdf-fecal
FB0691
FB069128.CDF
cdf-fecal
FB0691
FB069129.CDF
cdf-fecal
FB0691
FB069130.CDF
cdf-fecal
FB0691
FB069131.CDF
cdf-fecal
FB0691
FB069132.CDF
cdf-fecal
FB0691
FB069133.CDF
cdf-fecal
FB0691
FB069134.CDF
cdf-fecal
FB0691
FB069135.CDF
cdf-fecal
FB0691
FB069136.CDF
cdf-fecal
FB0691
FB069137.CDF
cdf-fecal
FB0692
FB069201.CDF
cdf-fecal
FB0692
FB069202.CDF
cdf-fecal
FB0692
FB069203.CDF
cdf-fecal
FB0692
FB069204.CDF
cdf-fecal
FB0692
FB069205.CDF
cdf-fecal
FB0692
FB069206.CDF
cdf-fecal
FB0692
FB069207.CDF
cdf-fecal
FB0692
FB069208.CDF
cdf-fecal
FB0692
FB069209.CDF
cdf-fecal
FB0692
FB069210.CDF
cdf-fecal
FB0692
FB069211.CDF
cdf-fecal
FB0692
FB069212.CDF
cdf-fecal
FB0692
FB069213.CDF
cdf-fecal
FB0692
FB069214.CDF
cdf-fecal
FB0692
FB069215.CDF
cdf-fecal
FB0692
FB069216.CDF
cdf-fecal
FB0692
FB069217.CDF
cdf-fecal
FB0692
FB069218.CDF
cdf-fecal
FB0692
FB069219.CDF
cdf-fecal
FB0692
FB069220.CDF
cdf-fecal
FB0692
FB069221.CDF
cdf-fecal
FB0692
FB069222.CDF
cdf-fecal
FB0692
FB069223.CDF
cdf-fecal
FB0692
FB069224.CDF
cdf-fecal
FB0692
FB069225.CDF
cdf-fecal
FB0692
FB069226.CDF
cdf-fecal
FB0692
FB069227.CDF
cdf-fecal
FB0692
FB069228.CDF
cdf-fecal
FB0692
FB069229.CDF
cdf-fecal
FB0692
FB069230.CDF
cdf-fecal
FB0692
FB069231.CDF
cdf-fecal
FB0692
FB069232.CDF
cdf-fecal
FB0692
FB069233.CDF
cdf-fecal
FB0692
FB069234.CDF
cdf-fecal
FB0692
FB069235.CDF
cdf-fecal
FB0692
FB069236.CDF
cdf-fecal
FB0692
FB069237.CDF
cdf-fecal
FB0693
FB069301.CDF
cdf-fecal
FB0693
FB069302.CDF
cdf-fecal
FB0693
FB069303.CDF
cdf-fecal
FB0693
FB069304.CDF
cdf-fecal
FB0693
FB069305.CDF
cdf-fecal
FB0693
FB069306.CDF
cdf-fecal
FB0693
FB069307.CDF
cdf-fecal
FB0693
FB069308.CDF
cdf-fecal
FB0693
FB069309.CDF
cdf-fecal
FB0693
FB069310.CDF
cdf-fecal
FB0693
FB069311.CDF
cdf-fecal
FB0693
FB069312.CDF
cdf-fecal
FB0693
FB069313.CDF
cdf-fecal
FB0693
FB069314.CDF
cdf-fecal
FB0693
FB069315.CDF
cdf-fecal
FB0693
FB069316.CDF
cdf-fecal
FB0693
FB069317.CDF
cdf-fecal
FB0693
FB069318.CDF
cdf-fecal
FB0693
FB069319.CDF
cdf-fecal
FB0693
FB069320.CDF
cdf-fecal
FB0693
FB069321.CDF
cdf-fecal
FB0693
FB069322.CDF
cdf-fecal
FB0693
FB069323.CDF
cdf-fecal
FB0693
FB069324.CDF
cdf-fecal
FB0693
FB069325.CDF
cdf-fecal
FB0693
FB069326.CDF
cdf-fecal
FB0693
FB069327.CDF
cdf-fecal
FB0693
FB069328.CDF
cdf-fecal
FB0693
FB069329.CDF
cdf-fecal
FB0693
FB069330.CDF
cdf-fecal
FB0693
FB069331.CDF
cdf-fecal
FB0693
FB069332.CDF
cdf-fecal
FB0693
FB069333.CDF
cdf-fecal
FB0693
FB069334.CDF
cdf-fecal
FB0693
FB069335.CDF
cdf-fecal
FB0693
FB069336.CDF
cdf-fecal
FB0693
FB069337.CDF
cdf-fecal
FB0694
FB069401.CDF
cdf-fecal
FB0694
FB069402.CDF
cdf-fecal
FB0694
FB069403.CDF
cdf-fecal
FB0694
FB069404.CDF
cdf-fecal
FB0694
FB069405.CDF
cdf-fecal
FB0694
FB069406.CDF
cdf-fecal
FB0694
FB069407.CDF
cdf-fecal
FB0694
FB069408.CDF
cdf-fecal
FB0694
FB069409.CDF
cdf-fecal
FB0694
FB069410.CDF
cdf-fecal
FB0694
FB069411.CDF
cdf-fecal
FB0694
FB069412.CDF
cdf-fecal
FB0694
FB069413.CDF
cdf-fecal
FB0694
FB069414.CDF
cdf-fecal
FB0694
FB069415.CDF
cdf-fecal
FB0694
FB069416.CDF
cdf-fecal
FB0694
FB069417.CDF
cdf-fecal
FB0694
FB069418.CDF
cdf-fecal
FB0694
FB069419.CDF
cdf-fecal
FB0694
FB069420.CDF
cdf-fecal
FB0694
FB069421.CDF
cdf-fecal
FB0694
FB069422.CDF
cdf-fecal
FB0694
FB069423.CDF
cdf-fecal
FB0694
FB069424.CDF
cdf-fecal
FB0694
FB069425.CDF
cdf-fecal
FB0694
FB069426.CDF
cdf-fecal
FB0694
FB069427.CDF
cdf-fecal
FB0694
FB069428.CDF
cdf-fecal
FB0694
FB069429.CDF
cdf-fecal
FB0694
FB069430.CDF
cdf-fecal
FB0694
FB069431.CDF
cdf-fecal
FB0694
FB069432.CDF
cdf-fecal
FB0694
FB069433.CDF
cdf-fecal
FB0694
FB069434.CDF
cdf-fecal
FB0694
FB069435.CDF
cdf-fecal
FB0694
FB069436.CDF
cdf-fecal
FB0694
FB069437.CDF
cdf-fecal
FB0695
FB069501.CDF
cdf-fecal
FB0695
FB069502.CDF
cdf-fecal
FB0695
FB069503.CDF
cdf-fecal
FB0695
FB069504.CDF
cdf-fecal
FB0695
FB069505.CDF
cdf-fecal
FB0695
FB069506.CDF
cdf-fecal
FB0695
FB069507.CDF
cdf-fecal
FB0695
FB069508.CDF
cdf-fecal
FB0695
FB069509.CDF
cdf-fecal
FB0695
FB069510.CDF
cdf-fecal
FB0695
FB069511.CDF
cdf-fecal
FB0695
FB069512.CDF
cdf-fecal
FB0695
FB069513.CDF
cdf-fecal
FB0695
FB069514.CDF
cdf-fecal
FB0695
FB069515.CDF
cdf-fecal
FB0695
FB069516.CDF
cdf-fecal
FB0695
FB069517.CDF
cdf-fecal
FB0695
FB069518.CDF
cdf-fecal
FB0695
FB069519.CDF
cdf-fecal
FB0695
FB069520.CDF
cdf-fecal
FB0695
FB069521.CDF
cdf-fecal
FB0695
FB069522.CDF
cdf-fecal
FB0695
FB069523.CDF
cdf-fecal
FB0695
FB069524.CDF
cdf-fecal
FB0695
FB069525.CDF
cdf-fecal
FB0695
FB069526.CDF
cdf-fecal
FB0695
FB069527.CDF
cdf-fecal
FB0695
FB069528.CDF
cdf-fecal
FB0695
FB069529.CDF
cdf-fecal
FB0695
FB069530.CDF
cdf-fecal
FB0695
FB069531.CDF
cdf-fecal
FB0695
FB069532.CDF
cdf-fecal
FB0695
FB069533.CDF
cdf-fecal
FB0695
FB069534.CDF
cdf-fecal
FB0695
FB069535.CDF
cdf-fecal
FB0695
FB069536.CDF
cdf-fecal
FB0695
FB069537.CDF
cdf-fecal
FB0696
FB069601.CDF
cdf-fecal
FB0696
FB069602.CDF
cdf-fecal
FB0696
FB069603.CDF
cdf-fecal
FB0696
FB069604.CDF
cdf-fecal
FB0696
FB069605.CDF
cdf-fecal
FB0696
FB069606.CDF
cdf-fecal
FB0696
FB069607.CDF
cdf-fecal
FB0696
FB069608.CDF
cdf-fecal
FB0696
FB069609.CDF
cdf-fecal
FB0696
FB069610.CDF
cdf-fecal
FB0696
FB069611.CDF
cdf-fecal
FB0696
FB069612.CDF
cdf-fecal
FB0696
FB069613.CDF
cdf-fecal
FB0696
FB069614.CDF
cdf-fecal
FB0696
FB069615.CDF
cdf-fecal
FB0696
FB069616.CDF
cdf-fecal
FB0696
FB069617.CDF
cdf-fecal
FB0696
FB069618.CDF
cdf-fecal
FB0696
FB069619.CDF
cdf-fecal
FB0696
FB069620.CDF
cdf-fecal
FB0696
FB069621.CDF
cdf-fecal
FB0696
FB069622.CDF
cdf-fecal
FB0696
FB069623.CDF
cdf-fecal
FB0696
FB069624.CDF
cdf-fecal
FB0696
FB069625.CDF
cdf-fecal
FB0696
FB069626.CDF
cdf-fecal
FB0696
FB069627.CDF
cdf-fecal
FB0696
FB069628.CDF
cdf-fecal
FB0696
FB069629.CDF
cdf-fecal
FB0696
FB069630.CDF
cdf-fecal
FB0696
FB069631.CDF
cdf-fecal
FB0696
FB069632.CDF
cdf-fecal
FB0696
FB069633.CDF
cdf-fecal
FB0696
FB069634.CDF
cdf-fecal
FB0696
FB069635.CDF
cdf-fecal
FB0696
FB069636.CDF
cdf-fecal
FB0696
FB069637.CDF
cdf-fecal
FB0697
FB069701.CDF
cdf-fecal
FB0697
FB069702.CDF
cdf-fecal
FB0697
FB069703.CDF
cdf-fecal
FB0697
FB069704.CDF
cdf-fecal
FB0697
FB069705.CDF
cdf-fecal
FB0697
FB069706.CDF
cdf-fecal
FB0697
FB069707.CDF
cdf-fecal
FB0697
FB069708.CDF
cdf-fecal
FB0697
FB069709.CDF
cdf-fecal
FB0697
FB069710.CDF
cdf-fecal
FB0697
FB069711.CDF
cdf-fecal
FB0697
FB069712.CDF
cdf-fecal
FB0697
FB069713.CDF
cdf-fecal
FB0697
FB069714.CDF
cdf-fecal
FB0697
FB069715.CDF
cdf-fecal
FB0697
FB069716.CDF
cdf-fecal
FB0697
FB069717.CDF
cdf-fecal
FB0697
FB069718.CDF
cdf-fecal
FB0697
FB069719.CDF
cdf-fecal
FB0697
FB069720.CDF
cdf-fecal
FB0697
FB069721.CDF
cdf-fecal
FB0697
FB069722.CDF
cdf-fecal
FB0697
FB069723.CDF
cdf-fecal
FB0697
FB069724.CDF
cdf-fecal
FB0697
FB069725.CDF
cdf-fecal
FB0697
FB069726.CDF
cdf-fecal
FB0697
FB069727.CDF
cdf-fecal
FB0697
FB069728.CDF
cdf-fecal
FB0697
FB069729.CDF
cdf-fecal
FB0697
FB069730.CDF
cdf-fecal
FB0697
FB069731.CDF
cdf-fecal
FB0697
FB069732.CDF
cdf-fecal
FB0697
FB069733.CDF
cdf-fecal
FB0697
FB069734.CDF
cdf-fecal
FB0697
FB069735.CDF
cdf-fecal
FB0697
FB069736.CDF
cdf-fecal
FB0697
FB069737.CDF
cdf-fecal
FB0698
FB069801.CDF
cdf-fecal
FB0698
FB069802.CDF
cdf-fecal
FB0698
FB069803.CDF
cdf-fecal
FB0698
FB069804.CDF
cdf-fecal
FB0698
FB069805.CDF
cdf-fecal
FB0698
FB069806.CDF
cdf-fecal
FB0698
FB069807.CDF
cdf-fecal
FB0698
FB069808.CDF
cdf-fecal
FB0698
FB069809.CDF
cdf-fecal
FB0698
FB069810.CDF
cdf-fecal
FB0698
FB069811.CDF
cdf-fecal
FB0698
FB069812.CDF
cdf-fecal
FB0698
FB069813.CDF
cdf-fecal
FB0698
FB069814.CDF
cdf-fecal
FB0698
FB069815.CDF
cdf-fecal
FB0698
FB069816.CDF
cdf-fecal
FB0698
FB069817.CDF
cdf-fecal
FB0698
FB069818.CDF
cdf-fecal
FB0698
FB069819.CDF
cdf-fecal
FB0698
FB069820.CDF
cdf-fecal
FB0698
FB069821.CDF
cdf-fecal
FB0698
FB069822.CDF
cdf-fecal
FB0698
FB069823.CDF
cdf-fecal
FB0698
FB069824.CDF
cdf-fecal
FB0698
FB069825.CDF
cdf-fecal
FB0698
FB069826.CDF
cdf-fecal
FB0698
FB069827.CDF
cdf-fecal
FB0698
FB069828.CDF
cdf-fecal
FB0698
FB069829.CDF
cdf-fecal
FB0698
FB069830.CDF
cdf-fecal
FB0698
FB069831.CDF
cdf-fecal
FB0698
FB069832.CDF
cdf-fecal
FB0698
FB069833.CDF
cdf-fecal
FB0698
FB069834.CDF
cdf-fecal
FB0698
FB069835.CDF
cdf-fecal
FB0698
FB069836.CDF
cdf-fecal
FB0698
FB069837.CDF
cdf-fecal
FB0699
FB069901.CDF
cdf-fecal
FB0699
FB069902.CDF
cdf-fecal
FB0699
FB069903.CDF
cdf-fecal
FB0699
FB069904.CDF
cdf-fecal
FB0699
FB069905.CDF
cdf-fecal
FB0699
FB069906.CDF
cdf-fecal
FB0699
FB069907.CDF
cdf-fecal
FB0699
FB069908.CDF
cdf-fecal
FB0699
FB069909.CDF
cdf-fecal
FB0699
FB069910.CDF
cdf-fecal
FB0699
FB069911.CDF
cdf-fecal
FB0699
FB069912.CDF
cdf-fecal
FB0699
FB069913.CDF
cdf-fecal
FB0699
FB069914.CDF
cdf-fecal
FB0699
FB069915.CDF
cdf-fecal
FB0699
FB069916.CDF
cdf-fecal
FB0699
FB069917.CDF
cdf-fecal
FB0699
FB069918.CDF
cdf-fecal
FB0699
FB069919.CDF
cdf-fecal
FB0699
FB069920.CDF
cdf-fecal
FB0699
FB069921.CDF
cdf-fecal
FB0699
FB069922.CDF
cdf-fecal
FB0699
FB069923.CDF
cdf-fecal
FB0699
FB069924.CDF
cdf-fecal
FB0699
FB069925.CDF
cdf-fecal
FB0699
FB069926.CDF
cdf-fecal
FB0699
FB069927.CDF
cdf-fecal
FB0699
FB069928.CDF
cdf-fecal
FB0699
FB069929.CDF
cdf-fecal
FB0699
FB069930.CDF
cdf-fecal
FB0699
FB069931.CDF
cdf-fecal
FB0699
FB069932.CDF
cdf-fecal
FB0699
FB069933.CDF
cdf-fecal
FB0699
FB069934.CDF
cdf-fecal
FB0699
FB069935.CDF
cdf-fecal
FB0699
FB069936.CDF
cdf-fecal
FB0699
FB069937.CDF
cdf-fecal
FB0700
FB070001.CDF
cdf-fecal
FB0700
FB070002.CDF
cdf-fecal
FB0700
FB070003.CDF
cdf-fecal
FB0700
FB070004.CDF
cdf-fecal
FB0700
FB070005.CDF
cdf-fecal
FB0700
FB070006.CDF
cdf-fecal
FB0700
FB070007.CDF
cdf-fecal
FB0700
FB070008.CDF
cdf-fecal
FB0700
FB070009.CDF
cdf-fecal
FB0700
FB070010.CDF
cdf-fecal
FB0700
FB070011.CDF
cdf-fecal
FB0700
FB070012.CDF
cdf-fecal
FB0700
FB070013.CDF
cdf-fecal
FB0700
FB070014.CDF
cdf-fecal
FB0700
FB070015.CDF
cdf-fecal
FB0700
FB070016.CDF
cdf-fecal
FB0700
FB070017.CDF
cdf-fecal
FB0700
FB070018.CDF
cdf-fecal
FB0700
FB070019.CDF
cdf-fecal
FB0700
FB070020.CDF
cdf-fecal
FB0700
FB070021.CDF
cdf-fecal
FB0700
FB070022.CDF
cdf-fecal
FB0700
FB070023.CDF
cdf-fecal
FB0700
FB070024.CDF
cdf-fecal
FB0700
FB070025.CDF
cdf-fecal
FB0700
FB070026.CDF
cdf-fecal
FB0700
FB070027.CDF
cdf-fecal
FB0700
FB070028.CDF
cdf-fecal
FB0700
FB070029.CDF
cdf-fecal
FB0700
FB070030.CDF
cdf-fecal
FB0700
FB070031.CDF
cdf-fecal
FB0700
FB070032.CDF
cdf-fecal
FB0700
FB070033.CDF
cdf-fecal
FB0700
FB070034.CDF
cdf-fecal
FB0700
FB070035.CDF
cdf-fecal
FB0700
FB070036.CDF
cdf-fecal
FB0700
FB070037.CDF
cdf-fecal
FB0701
FB070101.CDF
cdf-fecal
FB0701
FB070102.CDF
cdf-fecal
FB0701
FB070103.CDF
cdf-fecal
FB0701
FB070104.CDF
cdf-fecal
FB0701
FB070105.CDF
cdf-fecal
FB0701
FB070106.CDF
cdf-fecal
FB0701
FB070107.CDF
cdf-fecal
FB0701
FB070108.CDF
cdf-fecal
FB0701
FB070109.CDF
cdf-fecal
FB0701
FB070110.CDF
cdf-fecal
FB0701
FB070111.CDF
cdf-fecal
FB0701
FB070112.CDF
cdf-fecal
FB0701
FB070113.CDF
cdf-fecal
FB0701
FB070114.CDF
cdf-fecal
FB0701
FB070115.CDF
cdf-fecal
FB0701
FB070116.CDF
cdf-fecal
FB0701
FB070117.CDF
cdf-fecal
FB0701
FB070118.CDF
cdf-fecal
FB0701
FB070119.CDF
cdf-fecal
FB0701
FB070120.CDF
cdf-fecal
FB0701
FB070121.CDF
cdf-fecal
FB0701
FB070122.CDF
cdf-fecal
FB0701
FB070123.CDF
cdf-fecal
FB0701
FB070124.CDF
cdf-fecal
FB0701
FB070125.CDF
cdf-fecal
FB0701
FB070126.CDF
cdf-fecal
FB0701
FB070127.CDF
cdf-fecal
FB0701
FB070128.CDF
cdf-fecal
FB0701
FB070129.CDF
cdf-fecal
FB0701
FB070130.CDF
cdf-fecal
FB0701
FB070131.CDF
cdf-fecal
FB0701
FB070132.CDF
cdf-fecal
FB0701
FB070133.CDF
cdf-fecal
FB0701
FB070134.CDF
cdf-fecal
FB0701
FB070135.CDF
cdf-fecal
FB0701
FB070136.CDF
cdf-fecal
FB0701
FB070137.CDF
cdf-fecal
FB0702
FB070201.CDF
cdf-fecal
FB0702
FB070202.CDF
cdf-fecal
FB0702
FB070203.CDF
cdf-fecal
FB0702
FB070204.CDF
cdf-fecal
FB0702
FB070205.CDF
cdf-fecal
FB0702
FB070206.CDF
cdf-fecal
FB0702
FB070207.CDF
cdf-fecal
FB0702
FB070208.CDF
cdf-fecal
FB0702
FB070209.CDF
cdf-fecal
FB0702
FB070210.CDF
cdf-fecal
FB0702
FB070211.CDF
cdf-fecal
FB0702
FB070212.CDF
cdf-fecal
FB0702
FB070213.CDF
cdf-fecal
FB0702
FB070214.CDF
cdf-fecal
FB0702
FB070215.CDF
cdf-fecal
FB0702
FB070216.CDF
cdf-fecal
FB0702
FB070217.CDF
cdf-fecal
FB0702
FB070218.CDF
cdf-fecal
FB0702
FB070219.CDF
cdf-fecal
FB0702
FB070220.CDF
cdf-fecal
FB0702
FB070221.CDF
cdf-fecal
FB0702
FB070222.CDF
cdf-fecal
FB0702
FB070223.CDF
cdf-fecal
FB0702
FB070224.CDF
cdf-fecal
FB0702
FB070225.CDF
cdf-fecal
FB0702
FB070226.CDF
cdf-fecal
FB0702
FB070227.CDF
cdf-fecal
FB0702
FB070228.CDF
cdf-fecal
FB0702
FB070229.CDF
cdf-fecal
FB0702
FB070230.CDF
cdf-fecal
FB0702
FB070231.CDF
cdf-fecal
FB0702
FB070232.CDF
cdf-fecal
FB0702
FB070233.CDF
cdf-fecal
FB0702
FB070234.CDF
cdf-fecal
FB0702
FB070235.CDF
cdf-fecal
FB0702
FB070236.CDF
cdf-fecal
FB0702
FB070237.CDF
cdf-fecal
FB0703
FB070301.CDF
cdf-fecal
FB0703
FB070302.CDF
cdf-fecal
FB0703
FB070303.CDF
cdf-fecal
FB0703
FB070304.CDF
cdf-fecal
FB0703
FB070305.CDF
cdf-fecal
FB0703
FB070306.CDF
cdf-fecal
FB0703
FB070307.CDF
cdf-fecal
FB0703
FB070308.CDF
cdf-fecal
FB0703
FB070309.CDF
cdf-fecal
FB0703
FB070310.CDF
cdf-fecal
FB0703
FB070311.CDF
cdf-fecal
FB0703
FB070312.CDF
cdf-fecal
FB0703
FB070313.CDF
cdf-fecal
FB0703
FB070314.CDF
cdf-fecal
FB0703
FB070315.CDF
cdf-fecal
FB0703
FB070316.CDF
cdf-fecal
FB0703
FB070317.CDF
cdf-fecal
FB0703
FB070318.CDF
cdf-fecal
FB0703
FB070319.CDF
cdf-fecal
FB0703
FB070320.CDF
cdf-fecal
FB0703
FB070321.CDF
cdf-fecal
FB0703
FB070322.CDF
cdf-fecal
FB0703
FB070323.CDF
cdf-fecal
FB0703
FB070324.CDF
cdf-fecal
FB0703
FB070325.CDF
cdf-fecal
FB0703
FB070326.CDF
cdf-fecal
FB0703
FB070327.CDF
cdf-fecal
FB0703
FB070328.CDF
cdf-fecal
FB0703
FB070329.CDF
cdf-fecal
FB0703
FB070330.CDF
cdf-fecal
FB0703
FB070331.CDF
cdf-fecal
FB0703
FB070332.CDF
cdf-fecal
FB0703
FB070333.CDF
cdf-fecal
FB0703
FB070334.CDF
cdf-fecal
FB0703
FB070335.CDF
cdf-fecal
FB0703
FB070336.CDF
cdf-fecal
FB0703
FB070337.CDF
cdf-fecal
FB0704
FB070401.CDF
cdf-fecal
FB0704
FB070402.CDF
cdf-fecal
FB0704
FB070403.CDF
cdf-fecal
FB0704
FB070404.CDF
cdf-fecal
FB0704
FB070405.CDF
cdf-fecal
FB0704
FB070406.CDF
cdf-fecal
FB0704
FB070407.CDF
cdf-fecal
FB0704
FB070408.CDF
cdf-fecal
FB0704
FB070409.CDF
cdf-fecal
FB0704
FB070410.CDF
cdf-fecal
FB0704
FB070411.CDF
cdf-fecal
FB0704
FB070412.CDF
cdf-fecal
FB0704
FB070413.CDF
cdf-fecal
FB0704
FB070414.CDF
cdf-fecal
FB0704
FB070415.CDF
cdf-fecal
FB0704
FB070416.CDF
cdf-fecal
FB0704
FB070417.CDF
cdf-fecal
FB0704
FB070418.CDF
cdf-fecal
FB0704
FB070419.CDF
cdf-fecal
FB0704
FB070420.CDF
cdf-fecal
FB0704
FB070421.CDF
cdf-fecal
FB0704
FB070422.CDF
cdf-fecal
FB0704
FB070423.CDF
cdf-fecal
FB0704
FB070424.CDF
cdf-fecal
FB0704
FB070425.CDF
cdf-fecal
FB0704
FB070426.CDF
cdf-fecal
FB0704
FB070427.CDF
cdf-fecal
FB0704
FB070428.CDF
cdf-fecal
FB0704
FB070429.CDF
cdf-fecal
FB0704
FB070430.CDF
cdf-fecal
FB0704
FB070431.CDF
cdf-fecal
FB0704
FB070432.CDF
cdf-fecal
FB0704
FB070433.CDF
cdf-fecal
FB0704
FB070434.CDF
cdf-fecal
FB0704
FB070435.CDF
cdf-fecal
FB0704
FB070436.CDF
cdf-fecal
FB0704
FB070437.CDF
cdf-fecal
FB0705
FB070501.CDF
cdf-fecal
FB0705
FB070502.CDF
cdf-fecal
FB0705
FB070503.CDF
cdf-fecal
FB0705
FB070504.CDF
cdf-fecal
FB0705
FB070505.CDF
cdf-fecal
FB0705
FB070506.CDF
cdf-fecal
FB0705
FB070507.CDF
cdf-fecal
FB0705
FB070508.CDF
cdf-fecal
FB0705
FB070509.CDF
cdf-fecal
FB0705
FB070510.CDF
cdf-fecal
FB0705
FB070511.CDF
cdf-fecal
FB0705
FB070512.CDF
cdf-fecal
FB0705
FB070513.CDF
cdf-fecal
FB0705
FB070514.CDF
cdf-fecal
FB0705
FB070515.CDF
cdf-fecal
FB0705
FB070516.CDF
cdf-fecal
FB0705
FB070517.CDF
cdf-fecal
FB0705
FB070518.CDF
cdf-fecal
FB0705
FB070519.CDF
cdf-fecal
FB0705
FB070520.CDF
cdf-fecal
FB0705
FB070521.CDF
cdf-fecal
FB0705
FB070522.CDF
cdf-fecal
FB0705
FB070523.CDF
cdf-fecal
FB0705
FB070524.CDF
cdf-fecal
FB0705
FB070525.CDF
cdf-fecal
FB0705
FB070526.CDF
cdf-fecal
FB0705
FB070527.CDF
cdf-fecal
FB0705
FB070528.CDF
cdf-fecal
FB0705
FB070529.CDF
cdf-fecal
FB0705
FB070530.CDF
cdf-fecal
FB0705
FB070531.CDF
cdf-fecal
FB0705
FB070532.CDF
cdf-fecal
FB0705
FB070533.CDF
cdf-fecal
FB0705
FB070534.CDF
cdf-fecal
FB0705
FB070535.CDF
cdf-fecal
FB0705
FB070536.CDF
cdf-fecal
FB0705
FB070537.CDF
cdf-fecal
FB0706
FB070601.CDF
cdf-fecal
FB0706
FB070602.CDF
cdf-fecal
FB0706
FB070603.CDF
cdf-fecal
FB0706
FB070604.CDF
cdf-fecal
FB0706
FB070605.CDF
cdf-fecal
FB0706
FB070606.CDF
cdf-fecal
FB0706
FB070607.CDF
cdf-fecal
FB0706
FB070608.CDF
cdf-fecal
FB0706
FB070609.CDF
cdf-fecal
FB0706
FB070610.CDF
cdf-fecal
FB0706
FB070611.CDF
cdf-fecal
FB0706
FB070612.CDF
cdf-fecal
FB0706
FB070613.CDF
cdf-fecal
FB0706
FB070614.CDF
cdf-fecal
FB0706
FB070615.CDF
cdf-fecal
FB0706
FB070616.CDF
cdf-fecal
FB0706
FB070617.CDF
cdf-fecal
FB0706
FB070618.CDF
cdf-fecal
FB0706
FB070619.CDF
cdf-fecal
FB0706
FB070620.CDF
cdf-fecal
FB0706
FB070621.CDF
cdf-fecal
FB0706
FB070622.CDF
cdf-fecal
FB0706
FB070623.CDF
cdf-fecal
FB0706
FB070624.CDF
cdf-fecal
FB0706
FB070625.CDF
cdf-fecal
FB0706
FB070626.CDF
cdf-fecal
FB0706
FB070627.CDF
cdf-fecal
FB0706
FB070628.CDF
cdf-fecal
FB0706
FB070629.CDF
cdf-fecal
FB0706
FB070630.CDF
cdf-fecal
FB0706
FB070631.CDF
cdf-fecal
FB0706
FB070632.CDF
cdf-fecal
FB0706
FB070633.CDF
cdf-fecal
FB0706
FB070634.CDF
cdf-fecal
FB0706
FB070635.CDF
cdf-fecal
FB0706
FB070636.CDF
cdf-fecal
FB0706
FB070637.CDF
cdf-fecal
FB0707
FB070701.CDF
cdf-fecal
FB0707
FB070702.CDF
cdf-fecal
FB0707
FB070703.CDF
cdf-fecal
FB0707
FB070704.CDF
cdf-fecal
FB0707
FB070705.CDF
cdf-fecal
FB0707
FB070706.CDF
cdf-fecal
FB0707
FB070707.CDF
cdf-fecal
FB0707
FB070708.CDF
cdf-fecal
FB0707
FB070709.CDF
cdf-fecal
FB0707
FB070710.CDF
cdf-fecal
FB0707
FB070711.CDF
cdf-fecal
FB0707
FB070712.CDF
cdf-fecal
FB0707
FB070713.CDF
cdf-fecal
FB0707
FB070714.CDF
cdf-fecal
FB0707
FB070715.CDF
cdf-fecal
FB0707
FB070716.CDF
cdf-fecal
FB0707
FB070717.CDF
cdf-fecal
FB0707
FB070718.CDF
cdf-fecal
FB0707
FB070719.CDF
cdf-fecal
FB0707
FB070720.CDF
cdf-fecal
FB0707
FB070721.CDF
cdf-fecal
FB0707
FB070722.CDF
cdf-fecal
FB0707
FB070723.CDF
cdf-fecal
FB0707
FB070724.CDF
cdf-fecal
FB0707
FB070725.CDF
cdf-fecal
FB0707
FB070726.CDF
cdf-fecal
FB0707
FB070727.CDF
cdf-fecal
FB0707
FB070728.CDF
cdf-fecal
FB0707
FB070729.CDF
cdf-fecal
FB0707
FB070730.CDF
cdf-fecal
FB0707
FB070731.CDF
cdf-fecal
FB0707
FB070732.CDF
cdf-fecal
FB0707
FB070733.CDF
cdf-fecal
FB0707
FB070734.CDF
cdf-fecal
FB0707
FB070735.CDF
cdf-fecal
FB0707
FB070736.CDF
cdf-fecal
FB0707
FB070737.CDF
cdf-fecal
FB0708
FB070801.CDF
cdf-fecal
FB0708
FB070802.CDF
cdf-fecal
FB0708
FB070803.CDF
cdf-fecal
FB0708
FB070804.CDF
cdf-fecal
FB0708
FB070805.CDF
cdf-fecal
FB0708
FB070806.CDF
cdf-fecal
FB0708
FB070807.CDF
cdf-fecal
FB0708
FB070808.CDF
cdf-fecal
FB0708
FB070809.CDF
cdf-fecal
FB0708
FB070810.CDF
cdf-fecal
FB0708
FB070811.CDF
cdf-fecal
FB0708
FB070812.CDF
cdf-fecal
FB0708
FB070813.CDF
cdf-fecal
FB0708
FB070814.CDF
cdf-fecal
FB0708
FB070815.CDF
cdf-fecal
FB0708
FB070816.CDF
cdf-fecal
FB0708
FB070817.CDF
cdf-fecal
FB0708
FB070818.CDF
cdf-fecal
FB0708
FB070819.CDF
cdf-fecal
FB0708
FB070820.CDF
cdf-fecal
FB0708
FB070821.CDF
cdf-fecal
FB0708
FB070822.CDF
cdf-fecal
FB0708
FB070823.CDF
cdf-fecal
FB0708
FB070824.CDF
cdf-fecal
FB0708
FB070825.CDF
cdf-fecal
FB0708
FB070826.CDF
cdf-fecal
FB0708
FB070827.CDF
cdf-fecal
FB0708
FB070828.CDF
cdf-fecal
FB0708
FB070829.CDF
cdf-fecal
FB0708
FB070830.CDF
cdf-fecal
FB0708
FB070831.CDF
cdf-fecal
FB0708
FB070832.CDF
cdf-fecal
FB0708
FB070833.CDF
cdf-fecal
FB0708
FB070834.CDF
cdf-fecal
FB0708
FB070835.CDF
cdf-fecal
FB0708
FB070836.CDF
cdf-fecal
FB0708
FB070837.CDF
cdf-fecal
FB0709
FB070901.CDF
cdf-fecal
FB0709
FB070902.CDF
cdf-fecal
FB0709
FB070903.CDF
cdf-fecal
FB0709
FB070904.CDF
cdf-fecal
FB0709
FB070905.CDF
cdf-fecal
FB0709
FB070906.CDF
cdf-fecal
FB0709
FB070907.CDF
cdf-fecal
FB0709
FB070908.CDF
cdf-fecal
FB0709
FB070909.CDF
cdf-fecal
FB0709
FB070910.CDF
cdf-fecal
FB0709
FB070911.CDF
cdf-fecal
FB0709
FB070912.CDF
cdf-fecal
FB0709
FB070913.CDF
cdf-fecal
FB0709
FB070914.CDF
cdf-fecal
FB0709
FB070915.CDF
cdf-fecal
FB0709
FB070916.CDF
cdf-fecal
FB0709
FB070917.CDF
cdf-fecal
FB0709
FB070918.CDF
cdf-fecal
FB0709
FB070919.CDF
cdf-fecal
FB0709
FB070920.CDF
cdf-fecal
FB0709
FB070921.CDF
cdf-fecal
FB0709
FB070922.CDF
cdf-fecal
FB0709
FB070923.CDF
cdf-fecal
FB0709
FB070924.CDF
cdf-fecal
FB0709
FB070925.CDF
cdf-fecal
FB0709
FB070926.CDF
cdf-fecal
FB0709
FB070927.CDF
cdf-fecal
FB0709
FB070928.CDF
cdf-fecal
FB0709
FB070929.CDF
cdf-fecal
FB0709
FB070930.CDF
cdf-fecal
FB0709
FB070931.CDF
cdf-fecal
FB0709
FB070932.CDF
cdf-fecal
FB0709
FB070933.CDF
cdf-fecal
FB0709
FB070934.CDF
cdf-fecal
FB0709
FB070935.CDF
cdf-fecal
FB0709
FB070936.CDF
cdf-fecal
FB0709
FB070937.CDF
cdf-fecal
FB0710
FB071001.CDF
cdf-fecal
FB0710
FB071002.CDF
cdf-fecal
FB0710
FB071003.CDF
cdf-fecal
FB0710
FB071004.CDF
cdf-fecal
FB0710
FB071005.CDF
cdf-fecal
FB0710
FB071006.CDF
cdf-fecal
FB0710
FB071007.CDF
cdf-fecal
FB0710
FB071008.CDF
cdf-fecal
FB0710
FB071009.CDF
cdf-fecal
FB0710
FB071010.CDF
cdf-fecal
FB0710
FB071011.CDF
cdf-fecal
FB0710
FB071012.CDF
cdf-fecal
FB0710
FB071013.CDF
cdf-fecal
FB0710
FB071014.CDF
cdf-fecal
FB0710
FB071015.CDF
cdf-fecal
FB0710
FB071016.CDF
cdf-fecal
FB0710
FB071017.CDF
cdf-fecal
FB0710
FB071018.CDF
cdf-fecal
FB0710
FB071019.CDF
cdf-fecal
FB0710
FB071020.CDF
cdf-fecal
FB0710
FB071021.CDF
cdf-fecal
FB0710
FB071022.CDF
cdf-fecal
FB0710
FB071023.CDF
cdf-fecal
FB0710
FB071024.CDF
cdf-fecal
FB0710
FB071025.CDF
cdf-fecal
FB0710
FB071026.CDF
cdf-fecal
FB0710
FB071027.CDF
cdf-fecal
FB0710
FB071028.CDF
cdf-fecal
FB0710
FB071029.CDF
cdf-fecal
FB0710
FB071030.CDF
cdf-fecal
FB0710
FB071031.CDF
cdf-fecal
FB0710
FB071032.CDF
cdf-fecal
FB0710
FB071033.CDF
cdf-fecal
FB0710
FB071034.CDF
cdf-fecal
FB0710
FB071035.CDF
cdf-fecal
FB0710
FB071036.CDF
cdf-fecal
FB0710
FB071037.CDF
cdf-fecal
FB0711
FB071101.CDF
cdf-fecal
FB0711
FB071102.CDF
cdf-fecal
FB0711
FB071103.CDF
cdf-fecal
FB0711
FB071104.CDF
cdf-fecal
FB0711
FB071105.CDF
cdf-fecal
FB0711
FB071106.CDF
cdf-fecal
FB0711
FB071107.CDF
cdf-fecal
FB0711
FB071108.CDF
cdf-fecal
FB0711
FB071109.CDF
cdf-fecal
FB0711
FB071110.CDF
cdf-fecal
FB0711
FB071111.CDF
cdf-fecal
FB0711
FB071112.CDF
cdf-fecal
FB0711
FB071113.CDF
cdf-fecal
FB0711
FB071114.CDF
cdf-fecal
FB0711
FB071115.CDF
cdf-fecal
FB0711
FB071116.CDF
cdf-fecal
FB0711
FB071117.CDF
cdf-fecal
FB0711
FB071118.CDF
cdf-fecal
FB0711
FB071119.CDF
cdf-fecal
FB0711
FB071120.CDF
cdf-fecal
FB0711
FB071121.CDF
cdf-fecal
FB0711
FB071122.CDF
cdf-fecal
FB0711
FB071123.CDF
cdf-fecal
FB0711
FB071124.CDF
cdf-fecal
FB0711
FB071125.CDF
cdf-fecal
FB0711
FB071126.CDF
cdf-fecal
FB0711
FB071127.CDF
cdf-fecal
FB0711
FB071128.CDF
cdf-fecal
FB0711
FB071129.CDF
cdf-fecal
FB0711
FB071130.CDF
cdf-fecal
FB0711
FB071131.CDF
cdf-fecal
FB0711
FB071132.CDF
cdf-fecal
FB0711
FB071133.CDF
cdf-fecal
FB0711
FB071134.CDF
cdf-fecal
FB0711
FB071135.CDF
cdf-fecal
FB0711
FB071136.CDF
cdf-fecal
FB0711
FB071137.CDF
cdf-fecal
FB0712
FB071201.CDF
cdf-fecal
FB0712
FB071202.CDF
cdf-fecal
FB0712
FB071203.CDF
cdf-fecal
FB0712
FB071204.CDF
cdf-fecal
FB0712
FB071205.CDF
cdf-fecal
FB0712
FB071206.CDF
cdf-fecal
FB0712
FB071207.CDF
cdf-fecal
FB0712
FB071208.CDF
cdf-fecal
FB0712
FB071209.CDF
cdf-fecal
FB0712
FB071210.CDF
cdf-fecal
FB0712
FB071211.CDF
cdf-fecal
FB0712
FB071212.CDF
cdf-fecal
FB0712
FB071213.CDF
cdf-fecal
FB0712
FB071214.CDF
cdf-fecal
FB0712
FB071215.CDF
cdf-fecal
FB0712
FB071216.CDF
cdf-fecal
FB0712
FB071217.CDF
cdf-fecal
FB0712
FB071218.CDF
cdf-fecal
FB0712
FB071219.CDF
cdf-fecal
FB0712
FB071220.CDF
cdf-fecal
FB0712
FB071221.CDF
cdf-fecal
FB0712
FB071222.CDF
cdf-fecal
FB0712
FB071223.CDF
cdf-fecal
FB0712
FB071224.CDF
cdf-fecal
FB0712
FB071225.CDF
cdf-fecal
FB0712
FB071226.CDF
cdf-fecal
FB0712
FB071227.CDF
cdf-fecal
FB0712
FB071228.CDF
cdf-fecal
FB0712
FB071229.CDF
cdf-fecal
FB0712
FB071230.CDF
cdf-fecal
FB0712
FB071231.CDF
cdf-fecal
FB0712
FB071232.CDF
cdf-fecal
FB0712
FB071233.CDF
cdf-fecal
FB0712
FB071234.CDF
cdf-fecal
FB0712
FB071235.CDF
cdf-fecal
FB0712
FB071236.CDF
cdf-fecal
FB0712
FB071237.CDF
cdf-fecal
FB0713
FB071301.CDF
cdf-fecal
FB0713
FB071302.CDF
cdf-fecal
FB0713
FB071303.CDF
cdf-fecal
FB0713
FB071304.CDF
cdf-fecal
FB0713
FB071305.CDF
cdf-fecal
FB0713
FB071306.CDF
cdf-fecal
FB0713
FB071307.CDF
cdf-fecal
FB0713
FB071308.CDF
cdf-fecal
FB0713
FB071309.CDF
cdf-fecal
FB0713
FB071310.CDF
cdf-fecal
FB0713
FB071311.CDF
cdf-fecal
FB0713
FB071312.CDF
cdf-fecal
FB0713
FB071313.CDF
cdf-fecal
FB0713
FB071314.CDF
cdf-fecal
FB0713
FB071315.CDF
cdf-fecal
FB0713
FB071316.CDF
cdf-fecal
FB0713
FB071317.CDF
cdf-fecal
FB0713
FB071318.CDF
cdf-fecal
FB0713
FB071319.CDF
cdf-fecal
FB0713
FB071320.CDF
cdf-fecal
FB0713
FB071321.CDF
cdf-fecal
FB0713
FB071322.CDF
cdf-fecal
FB0713
FB071323.CDF
cdf-fecal
FB0713
FB071324.CDF
cdf-fecal
FB0713
FB071325.CDF
cdf-fecal
FB0713
FB071326.CDF
cdf-fecal
FB0713
FB071327.CDF
cdf-fecal
FB0713
FB071328.CDF
cdf-fecal
FB0713
FB071329.CDF
cdf-fecal
FB0713
FB071330.CDF
cdf-fecal
FB0713
FB071331.CDF
cdf-fecal
FB0713
FB071332.CDF
cdf-fecal
FB0713
FB071333.CDF
cdf-fecal
FB0713
FB071334.CDF
cdf-fecal
FB0713
FB071335.CDF
cdf-fecal
FB0713
FB071336.CDF
cdf-fecal
FB0713
FB071337.CDF
cdf-fecal
FB0714
FB071401.CDF
cdf-fecal
FB0714
FB071402.CDF
cdf-fecal
FB0714
FB071403.CDF
cdf-fecal
FB0714
FB071404.CDF
cdf-fecal
FB0714
FB071405.CDF
cdf-fecal
FB0714
FB071406.CDF
cdf-fecal
FB0714
FB071407.CDF
cdf-fecal
FB0714
FB071408.CDF
cdf-fecal
FB0714
FB071409.CDF
cdf-fecal
FB0714
FB071410.CDF
cdf-fecal
FB0714
FB071411.CDF
cdf-fecal
FB0714
FB071412.CDF
cdf-fecal
FB0714
FB071413.CDF
cdf-fecal
FB0714
FB071414.CDF
cdf-fecal
FB0714
FB071415.CDF
cdf-fecal
FB0714
FB071416.CDF
cdf-fecal
FB0714
FB071417.CDF
cdf-fecal
FB0714
FB071418.CDF
cdf-fecal
FB0714
FB071419.CDF
cdf-fecal
FB0714
FB071420.CDF
cdf-fecal
FB0714
FB071421.CDF
cdf-fecal
FB0714
FB071422.CDF
cdf-fecal
FB0714
FB071423.CDF
cdf-fecal
FB0714
FB071424.CDF
cdf-fecal
FB0714
FB071425.CDF
cdf-fecal
FB0714
FB071426.CDF
cdf-fecal
FB0714
FB071427.CDF
cdf-fecal
FB0714
FB071428.CDF
cdf-fecal
FB0714
FB071429.CDF
cdf-fecal
FB0714
FB071430.CDF
cdf-fecal
FB0714
FB071431.CDF
cdf-fecal
FB0714
FB071432.CDF
cdf-fecal
FB0714
FB071433.CDF
cdf-fecal
FB0714
FB071434.CDF
cdf-fecal
FB0714
FB071435.CDF
cdf-fecal
FB0714
FB071436.CDF
cdf-fecal
FB0714
FB071437.CDF
cdf-fecal
FB0715
FB071501.CDF
cdf-fecal
FB0715
FB071502.CDF
cdf-fecal
FB0715
FB071503.CDF
cdf-fecal
FB0715
FB071504.CDF
cdf-fecal
FB0715
FB071505.CDF
cdf-fecal
FB0715
FB071506.CDF
cdf-fecal
FB0715
FB071507.CDF
cdf-fecal
FB0715
FB071508.CDF
cdf-fecal
FB0715
FB071509.CDF
cdf-fecal
FB0715
FB071510.CDF
cdf-fecal
FB0715
FB071511.CDF
cdf-fecal
FB0715
FB071512.CDF
cdf-fecal
FB0715
FB071513.CDF
cdf-fecal
FB0715
FB071514.CDF
cdf-fecal
FB0715
FB071515.CDF
cdf-fecal
FB0715
FB071516.CDF
cdf-fecal
FB0715
FB071517.CDF
cdf-fecal
FB0715
FB071518.CDF
cdf-fecal
FB0715
FB071519.CDF
cdf-fecal
FB0715
FB071520.CDF
cdf-fecal
FB0715
FB071521.CDF
cdf-fecal
FB0715
FB071522.CDF
cdf-fecal
FB0715
FB071523.CDF
cdf-fecal
FB0715
FB071524.CDF
cdf-fecal
FB0715
FB071525.CDF
cdf-fecal
FB0715
FB071526.CDF
cdf-fecal
FB0715
FB071527.CDF
cdf-fecal
FB0715
FB071528.CDF
cdf-fecal
FB0715
FB071529.CDF
cdf-fecal
FB0715
FB071530.CDF
cdf-fecal
FB0715
FB071531.CDF
cdf-fecal
FB0715
FB071532.CDF
cdf-fecal
FB0715
FB071533.CDF
cdf-fecal
FB0715
FB071534.CDF
cdf-fecal
FB0715
FB071535.CDF
cdf-fecal
FB0715
FB071536.CDF
cdf-fecal
FB0715
FB071537.CDF
cdf-fecal
FB0716
FB071601.CDF
cdf-fecal
FB0716
FB071602.CDF
cdf-fecal
FB0716
FB071603.CDF
cdf-fecal
FB0716
FB071604.CDF
cdf-fecal
FB0716
FB071605.CDF
cdf-fecal
FB0716
FB071606.CDF
cdf-fecal
FB0716
FB071607.CDF
cdf-fecal
FB0716
FB071608.CDF
cdf-fecal
FB0716
FB071609.CDF
cdf-fecal
FB0716
FB071610.CDF
cdf-fecal
FB0716
FB071611.CDF
cdf-fecal
FB0716
FB071612.CDF
cdf-fecal
FB0716
FB071613.CDF
cdf-fecal
FB0716
FB071614.CDF
cdf-fecal
FB0716
FB071615.CDF
cdf-fecal
FB0716
FB071616.CDF
cdf-fecal
FB0716
FB071617.CDF
cdf-fecal
FB0716
FB071618.CDF
cdf-fecal
FB0716
FB071619.CDF
cdf-fecal
FB0716
FB071620.CDF
cdf-fecal
FB0716
FB071621.CDF
cdf-fecal
FB0716
FB071622.CDF
cdf-fecal
FB0716
FB071623.CDF
cdf-fecal
FB0716
FB071624.CDF
cdf-fecal
FB0716
FB071625.CDF
cdf-fecal
FB0716
FB071626.CDF
cdf-fecal
FB0716
FB071627.CDF
cdf-fecal
FB0716
FB071628.CDF
cdf-fecal
FB0716
FB071629.CDF
cdf-fecal
FB0716
FB071630.CDF
cdf-fecal
FB0716
FB071631.CDF
cdf-fecal
FB0716
FB071632.CDF
cdf-fecal
FB0716
FB071633.CDF
cdf-fecal
FB0716
FB071634.CDF
cdf-fecal
FB0716
FB071635.CDF
cdf-fecal
FB0716
FB071636.CDF
cdf-fecal
FB0716
FB071637.CDF
cdf-fecal
FB0717
FB071701.CDF
cdf-fecal
FB0717
FB071702.CDF
cdf-fecal
FB0717
FB071703.CDF
cdf-fecal
FB0717
FB071704.CDF
cdf-fecal
FB0717
FB071705.CDF
cdf-fecal
FB0717
FB071706.CDF
cdf-fecal
FB0717
FB071707.CDF
cdf-fecal
FB0717
FB071708.CDF
cdf-fecal
FB0717
FB071709.CDF
cdf-fecal
FB0717
FB071710.CDF
cdf-fecal
FB0717
FB071711.CDF
cdf-fecal
FB0717
FB071712.CDF
cdf-fecal
FB0717
FB071713.CDF
cdf-fecal
FB0717
FB071714.CDF
cdf-fecal
FB0717
FB071715.CDF
cdf-fecal
FB0717
FB071716.CDF
cdf-fecal
FB0717
FB071717.CDF
cdf-fecal
FB0717
FB071718.CDF
cdf-fecal
FB0717
FB071719.CDF
cdf-fecal
FB0717
FB071720.CDF
cdf-fecal
FB0717
FB071721.CDF
cdf-fecal
FB0717
FB071722.CDF
cdf-fecal
FB0717
FB071723.CDF
cdf-fecal
FB0717
FB071724.CDF
cdf-fecal
FB0717
FB071725.CDF
cdf-fecal
FB0717
FB071726.CDF
cdf-fecal
FB0717
FB071727.CDF
cdf-fecal
FB0717
FB071728.CDF
cdf-fecal
FB0717
FB071729.CDF
cdf-fecal
FB0717
FB071730.CDF
cdf-fecal
FB0717
FB071731.CDF
cdf-fecal
FB0717
FB071732.CDF
cdf-fecal
FB0717
FB071733.CDF
cdf-fecal
FB0717
FB071734.CDF
cdf-fecal
FB0717
FB071735.CDF
cdf-fecal
FB0717
FB071736.CDF
cdf-fecal
FB0717
FB071737.CDF
cdf-fecal
FB0718
FB071801.CDF
cdf-fecal
FB0718
FB071802.CDF
cdf-fecal
FB0718
FB071803.CDF
cdf-fecal
FB0718
FB071804.CDF
cdf-fecal
FB0718
FB071805.CDF
cdf-fecal
FB0718
FB071806.CDF
cdf-fecal
FB0718
FB071807.CDF
cdf-fecal
FB0718
FB071808.CDF
cdf-fecal
FB0718
FB071809.CDF
cdf-fecal
FB0718
FB071810.CDF
cdf-fecal
FB0718
FB071811.CDF
cdf-fecal
FB0718
FB071812.CDF
cdf-fecal
FB0718
FB071813.CDF
cdf-fecal
FB0718
FB071814.CDF
cdf-fecal
FB0718
FB071815.CDF
cdf-fecal
FB0718
FB071816.CDF
cdf-fecal
FB0718
FB071817.CDF
cdf-fecal
FB0718
FB071818.CDF
cdf-fecal
FB0718
FB071819.CDF
cdf-fecal
FB0718
FB071820.CDF
cdf-fecal
FB0718
FB071821.CDF
cdf-fecal
FB0718
FB071822.CDF
cdf-fecal
FB0718
FB071823.CDF
cdf-fecal
FB0718
FB071824.CDF
cdf-fecal
FB0718
FB071825.CDF
cdf-fecal
FB0718
FB071826.CDF
cdf-fecal
FB0718
FB071827.CDF
cdf-fecal
FB0718
FB071828.CDF
cdf-fecal
FB0718
FB071829.CDF
cdf-fecal
FB0718
FB071830.CDF
cdf-fecal
FB0718
FB071831.CDF
cdf-fecal
FB0718
FB071832.CDF
cdf-fecal
FB0718
FB071833.CDF
cdf-fecal
FB0718
FB071834.CDF
cdf-fecal
FB0718
FB071835.CDF
cdf-fecal
FB0718
FB071836.CDF
cdf-fecal
FB0718
FB071837.CDF
cdf-fecal
FB0719
FB071901.CDF
cdf-fecal
FB0719
FB071902.CDF
cdf-fecal
FB0719
FB071903.CDF
cdf-fecal
FB0719
FB071904.CDF
cdf-fecal
FB0719
FB071905.CDF
cdf-fecal
FB0719
FB071906.CDF
cdf-fecal
FB0719
FB071907.CDF
cdf-fecal
FB0719
FB071908.CDF
cdf-fecal
FB0719
FB071909.CDF
cdf-fecal
FB0719
FB071910.CDF
cdf-fecal
FB0719
FB071911.CDF
cdf-fecal
FB0719
FB071912.CDF
cdf-fecal
FB0719
FB071913.CDF
cdf-fecal
FB0719
FB071914.CDF
cdf-fecal
FB0719
FB071915.CDF
cdf-fecal
FB0719
FB071916.CDF
cdf-fecal
FB0719
FB071917.CDF
cdf-fecal
FB0719
FB071918.CDF
cdf-fecal
FB0719
FB071919.CDF
cdf-fecal
FB0719
FB071920.CDF
cdf-fecal
FB0719
FB071921.CDF
cdf-fecal
FB0719
FB071922.CDF
cdf-fecal
FB0719
FB071923.CDF
cdf-fecal
FB0719
FB071924.CDF
cdf-fecal
FB0719
FB071925.CDF
cdf-fecal
FB0719
FB071926.CDF
cdf-fecal
FB0719
FB071927.CDF
cdf-fecal
FB0719
FB071928.CDF
cdf-fecal
FB0719
FB071929.CDF
cdf-fecal
FB0719
FB071930.CDF
cdf-fecal
FB0719
FB071931.CDF
cdf-fecal
FB0719
FB071932.CDF
cdf-fecal
FB0719
FB071933.CDF
cdf-fecal
FB0719
FB071934.CDF
cdf-fecal
FB0719
FB071935.CDF
cdf-fecal
FB0719
FB071936.CDF
cdf-fecal
FB0719
FB071937.CDF
cdf-fecal
FB0720
FB072001.CDF
cdf-fecal
FB0720
FB072002.CDF
cdf-fecal
FB0720
FB072003.CDF
cdf-fecal
FB0720
FB072004.CDF
cdf-fecal
FB0720
FB072005.CDF
cdf-fecal
FB0720
FB072006.CDF
cdf-fecal
FB0720
FB072007.CDF
cdf-fecal
FB0720
FB072008.CDF
cdf-fecal
FB0720
FB072009.CDF
cdf-fecal
FB0720
FB072010.CDF
cdf-fecal
FB0720
FB072011.CDF
cdf-fecal
FB0720
FB072012.CDF
cdf-fecal
FB0720
FB072013.CDF
cdf-fecal
FB0720
FB072014.CDF
cdf-fecal
FB0720
FB072015.CDF
cdf-fecal
FB0720
FB072016.CDF
cdf-fecal
FB0720
FB072017.CDF
cdf-fecal
FB0720
FB072018.CDF
cdf-fecal
FB0720
FB072019.CDF
cdf-fecal
FB0720
FB072020.CDF
cdf-fecal
FB0720
FB072021.CDF
cdf-fecal
FB0720
FB072022.CDF
cdf-fecal
FB0720
FB072023.CDF
cdf-fecal
FB0720
FB072024.CDF
cdf-fecal
FB0720
FB072025.CDF
cdf-fecal
FB0720
FB072026.CDF
cdf-fecal
FB0720
FB072027.CDF
cdf-fecal
FB0720
FB072028.CDF
cdf-fecal
FB0720
FB072029.CDF
cdf-fecal
FB0720
FB072030.CDF
cdf-fecal
FB0720
FB072031.CDF
cdf-fecal
FB0720
FB072032.CDF
cdf-fecal
FB0720
FB072033.CDF
cdf-fecal
FB0720
FB072034.CDF
cdf-fecal
FB0720
FB072035.CDF
cdf-fecal
FB0720
FB072036.CDF
cdf-fecal
FB0720
FB072037.CDF
cdf-fecal
FB0721
FB072101.CDF
cdf-fecal
FB0721
FB072102.CDF
cdf-fecal
FB0721
FB072103.CDF
cdf-fecal
FB0721
FB072104.CDF
cdf-fecal
FB0721
FB072105.CDF
cdf-fecal
FB0721
FB072106.CDF
cdf-fecal
FB0721
FB072107.CDF
cdf-fecal
FB0721
FB072108.CDF
cdf-fecal
FB0721
FB072109.CDF
cdf-fecal
FB0721
FB072110.CDF
cdf-fecal
FB0721
FB072111.CDF
cdf-fecal
FB0721
FB072112.CDF
cdf-fecal
FB0721
FB072113.CDF
cdf-fecal
FB0721
FB072114.CDF
cdf-fecal
FB0721
FB072115.CDF
cdf-fecal
FB0721
FB072116.CDF
cdf-fecal
FB0721
FB072117.CDF
cdf-fecal
FB0721
FB072118.CDF
cdf-fecal
FB0721
FB072119.CDF
cdf-fecal
FB0721
FB072120.CDF
cdf-fecal
FB0721
FB072121.CDF
cdf-fecal
FB0721
FB072122.CDF
cdf-fecal
FB0721
FB072123.CDF
cdf-fecal
FB0721
FB072124.CDF
cdf-fecal
FB0721
FB072125.CDF
cdf-fecal
FB0721
FB072126.CDF
cdf-fecal
FB0721
FB072127.CDF
cdf-fecal
FB0721
FB072128.CDF
cdf-fecal
FB0721
FB072129.CDF
cdf-fecal
FB0721
FB072130.CDF
cdf-fecal
FB0721
FB072131.CDF
cdf-fecal
FB0721
FB072132.CDF
cdf-fecal
FB0721
FB072133.CDF
cdf-fecal
FB0721
FB072134.CDF
cdf-fecal
FB0721
FB072135.CDF
cdf-fecal
FB0721
FB072136.CDF
cdf-fecal
FB0721
FB072137.CDF
cdf-fecal
FB0722
FB072201.CDF
cdf-fecal
FB0722
FB072202.CDF
cdf-fecal
FB0722
FB072203.CDF
cdf-fecal
FB0722
FB072204.CDF
cdf-fecal
FB0722
FB072205.CDF
cdf-fecal
FB0722
FB072206.CDF
cdf-fecal
FB0722
FB072207.CDF
cdf-fecal
FB0722
FB072208.CDF
cdf-fecal
FB0722
FB072209.CDF
cdf-fecal
FB0722
FB072210.CDF
cdf-fecal
FB0722
FB072211.CDF
cdf-fecal
FB0722
FB072212.CDF
cdf-fecal
FB0722
FB072213.CDF
cdf-fecal
FB0722
FB072214.CDF
cdf-fecal
FB0722
FB072215.CDF
cdf-fecal
FB0722
FB072216.CDF
cdf-fecal
FB0722
FB072217.CDF
cdf-fecal
FB0722
FB072218.CDF
cdf-fecal
FB0722
FB072219.CDF
cdf-fecal
FB0722
FB072220.CDF
cdf-fecal
FB0722
FB072221.CDF
cdf-fecal
FB0722
FB072222.CDF
cdf-fecal
FB0722
FB072223.CDF
cdf-fecal
FB0722
FB072224.CDF
cdf-fecal
FB0722
FB072225.CDF
cdf-fecal
FB0722
FB072226.CDF
cdf-fecal
FB0722
FB072227.CDF
cdf-fecal
FB0722
FB072228.CDF
cdf-fecal
FB0722
FB072229.CDF
cdf-fecal
FB0722
FB072230.CDF
cdf-fecal
FB0722
FB072231.CDF
cdf-fecal
FB0722
FB072232.CDF
cdf-fecal
FB0722
FB072233.CDF
cdf-fecal
FB0722
FB072234.CDF
cdf-fecal
FB0722
FB072235.CDF
cdf-fecal
FB0722
FB072236.CDF
cdf-fecal
FB0722
FB072237.CDF
cdf-fecal
FB0723
FB072301.CDF
cdf-fecal
FB0723
FB072302.CDF
cdf-fecal
FB0723
FB072303.CDF
cdf-fecal
FB0723
FB072304.CDF
cdf-fecal
FB0723
FB072305.CDF
cdf-fecal
FB0723
FB072306.CDF
cdf-fecal
FB0723
FB072307.CDF
cdf-fecal
FB0723
FB072308.CDF
cdf-fecal
FB0723
FB072309.CDF
cdf-fecal
FB0723
FB072310.CDF
cdf-fecal
FB0723
FB072311.CDF
cdf-fecal
FB0723
FB072312.CDF
cdf-fecal
FB0723
FB072313.CDF
cdf-fecal
FB0723
FB072314.CDF
cdf-fecal
FB0723
FB072315.CDF
cdf-fecal
FB0723
FB072316.CDF
cdf-fecal
FB0723
FB072317.CDF
cdf-fecal
FB0723
FB072318.CDF
cdf-fecal
FB0723
FB072319.CDF
cdf-fecal
FB0723
FB072320.CDF
cdf-fecal
FB0723
FB072321.CDF
cdf-fecal
FB0723
FB072322.CDF
cdf-fecal
FB0723
FB072323.CDF
cdf-fecal
FB0723
FB072324.CDF
cdf-fecal
FB0723
FB072325.CDF
cdf-fecal
FB0723
FB072326.CDF
cdf-fecal
FB0723
FB072327.CDF
cdf-fecal
FB0723
FB072328.CDF
cdf-fecal
FB0723
FB072329.CDF
cdf-fecal
FB0723
FB072330.CDF
cdf-fecal
FB0723
FB072331.CDF
cdf-fecal
FB0723
FB072332.CDF
cdf-fecal
FB0723
FB072333.CDF
cdf-fecal
FB0723
FB072334.CDF
cdf-fecal
FB0723
FB072335.CDF
cdf-fecal
FB0723
FB072336.CDF
cdf-fecal
FB0723
FB072337.CDF
cdf-fecal
FB0724
FB072401.CDF
cdf-fecal
FB0724
FB072402.CDF
cdf-fecal
FB0724
FB072403.CDF
cdf-fecal
FB0724
FB072404.CDF
cdf-fecal
FB0724
FB072405.CDF
cdf-fecal
FB0724
FB072406.CDF
cdf-fecal
FB0724
FB072407.CDF
cdf-fecal
FB0724
FB072408.CDF
cdf-fecal
FB0724
FB072409.CDF
cdf-fecal
FB0724
FB072410.CDF
cdf-fecal
FB0724
FB072411.CDF
cdf-fecal
FB0724
FB072412.CDF
cdf-fecal
FB0724
FB072413.CDF
cdf-fecal
FB0724
FB072414.CDF
cdf-fecal
FB0724
FB072415.CDF
cdf-fecal
FB0724
FB072416.CDF
cdf-fecal
FB0724
FB072417.CDF
cdf-fecal
FB0724
FB072418.CDF
cdf-fecal
FB0724
FB072419.CDF
cdf-fecal
FB0724
FB072420.CDF
cdf-fecal
FB0724
FB072421.CDF
cdf-fecal
FB0724
FB072422.CDF
cdf-fecal
FB0724
FB072423.CDF
cdf-fecal
FB0724
FB072424.CDF
cdf-fecal
FB0724
FB072425.CDF
cdf-fecal
FB0724
FB072426.CDF
cdf-fecal
FB0724
FB072427.CDF
cdf-fecal
FB0724
FB072428.CDF
cdf-fecal
FB0724
FB072429.CDF
cdf-fecal
FB0724
FB072430.CDF
cdf-fecal
FB0724
FB072431.CDF
cdf-fecal
FB0724
FB072432.CDF
cdf-fecal
FB0724
FB072433.CDF
cdf-fecal
FB0724
FB072434.CDF
cdf-fecal
FB0724
FB072435.CDF
cdf-fecal
FB0724
FB072436.CDF
cdf-fecal
FB0724
FB072437.CDF
cdf-fecal
FB0725
FB072501.CDF
cdf-fecal
FB0725
FB072502.CDF
cdf-fecal
FB0725
FB072503.CDF
cdf-fecal
FB0725
FB072504.CDF
cdf-fecal
FB0725
FB072505.CDF
cdf-fecal
FB0725
FB072506.CDF
cdf-fecal
FB0725
FB072507.CDF
cdf-fecal
FB0725
FB072508.CDF
cdf-fecal
FB0725
FB072509.CDF
cdf-fecal
FB0725
FB072510.CDF
cdf-fecal
FB0725
FB072511.CDF
cdf-fecal
FB0725
FB072512.CDF
cdf-fecal
FB0725
FB072513.CDF
cdf-fecal
FB0725
FB072514.CDF
cdf-fecal
FB0725
FB072515.CDF
cdf-fecal
FB0725
FB072516.CDF
cdf-fecal
FB0725
FB072517.CDF
cdf-fecal
FB0725
FB072518.CDF
cdf-fecal
FB0725
FB072519.CDF
cdf-fecal
FB0725
FB072520.CDF
cdf-fecal
FB0725
FB072521.CDF
cdf-fecal
FB0725
FB072522.CDF
cdf-fecal
FB0725
FB072523.CDF
cdf-fecal
FB0725
FB072524.CDF
cdf-fecal
FB0725
FB072525.CDF
cdf-fecal
FB0725
FB072526.CDF
cdf-fecal
FB0725
FB072527.CDF
cdf-fecal
FB0725
FB072528.CDF
cdf-fecal
FB0725
FB072529.CDF
cdf-fecal
FB0725
FB072530.CDF
cdf-fecal
FB0725
FB072531.CDF
cdf-fecal
FB0725
FB072532.CDF
cdf-fecal
FB0725
FB072533.CDF
cdf-fecal
FB0725
FB072534.CDF
cdf-fecal
FB0725
FB072535.CDF
cdf-fecal
FB0725
FB072536.CDF
cdf-fecal
FB0725
FB072537.CDF
cdf-fecal
FB0726
FB072601.CDF
cdf-fecal
FB0726
FB072602.CDF
cdf-fecal
FB0726
FB072603.CDF
cdf-fecal
FB0726
FB072604.CDF
cdf-fecal
FB0726
FB072605.CDF
cdf-fecal
FB0726
FB072606.CDF
cdf-fecal
FB0726
FB072607.CDF
cdf-fecal
FB0726
FB072608.CDF
cdf-fecal
FB0726
FB072609.CDF
cdf-fecal
FB0726
FB072610.CDF
cdf-fecal
FB0726
FB072611.CDF
cdf-fecal
FB0726
FB072612.CDF
cdf-fecal
FB0726
FB072613.CDF
cdf-fecal
FB0726
FB072614.CDF
cdf-fecal
FB0726
FB072615.CDF
cdf-fecal
FB0726
FB072616.CDF
cdf-fecal
FB0726
FB072617.CDF
cdf-fecal
FB0726
FB072618.CDF
cdf-fecal
FB0726
FB072619.CDF
cdf-fecal
FB0726
FB072620.CDF
cdf-fecal
FB0726
FB072621.CDF
cdf-fecal
FB0726
FB072622.CDF
cdf-fecal
FB0726
FB072623.CDF
cdf-fecal
FB0726
FB072624.CDF
cdf-fecal
FB0726
FB072625.CDF
cdf-fecal
FB0726
FB072626.CDF
cdf-fecal
FB0726
FB072627.CDF
cdf-fecal
FB0726
FB072628.CDF
cdf-fecal
FB0726
FB072629.CDF
cdf-fecal
FB0726
FB072630.CDF
cdf-fecal
FB0726
FB072631.CDF
cdf-fecal
FB0726
FB072632.CDF
cdf-fecal
FB0726
FB072633.CDF
cdf-fecal
FB0726
FB072634.CDF
cdf-fecal
FB0726
FB072635.CDF
cdf-fecal
FB0726
FB072636.CDF
cdf-fecal
FB0726
FB072637.CDF
cdf-fecal
FB0727
FB072701.CDF
cdf-fecal
FB0727
FB072702.CDF
cdf-fecal
FB0727
FB072703.CDF
cdf-fecal
FB0727
FB072704.CDF
cdf-fecal
FB0727
FB072705.CDF
cdf-fecal
FB0727
FB072706.CDF
cdf-fecal
FB0727
FB072707.CDF
cdf-fecal
FB0727
FB072708.CDF
cdf-fecal
FB0727
FB072709.CDF
cdf-fecal
FB0727
FB072710.CDF
cdf-fecal
FB0727
FB072711.CDF
cdf-fecal
FB0727
FB072712.CDF
cdf-fecal
FB0727
FB072713.CDF
cdf-fecal
FB0727
FB072714.CDF
cdf-fecal
FB0727
FB072715.CDF
cdf-fecal
FB0727
FB072716.CDF
cdf-fecal
FB0727
FB072717.CDF
cdf-fecal
FB0727
FB072718.CDF
cdf-fecal
FB0727
FB072719.CDF
cdf-fecal
FB0727
FB072720.CDF
cdf-fecal
FB0727
FB072721.CDF
cdf-fecal
FB0727
FB072722.CDF
cdf-fecal
FB0727
FB072723.CDF
cdf-fecal
FB0727
FB072724.CDF
cdf-fecal
FB0727
FB072725.CDF
cdf-fecal
FB0727
FB072726.CDF
cdf-fecal
FB0727
FB072727.CDF
cdf-fecal
FB0727
FB072728.CDF
cdf-fecal
FB0727
FB072729.CDF
cdf-fecal
FB0727
FB072730.CDF
cdf-fecal
FB0727
FB072731.CDF
cdf-fecal
FB0727
FB072732.CDF
cdf-fecal
FB0727
FB072733.CDF
cdf-fecal
FB0727
FB072734.CDF
cdf-fecal
FB0727
FB072735.CDF
cdf-fecal
FB0727
FB072736.CDF
cdf-fecal
FB0727
FB072737.CDF
cdf-fecal
FB0728
FB072801.CDF
cdf-fecal
FB0728
FB072802.CDF
cdf-fecal
FB0728
FB072803.CDF
cdf-fecal
FB0728
FB072804.CDF
cdf-fecal
FB0728
FB072805.CDF
cdf-fecal
FB0728
FB072806.CDF
cdf-fecal
FB0728
FB072807.CDF
cdf-fecal
FB0728
FB072808.CDF
cdf-fecal
FB0728
FB072809.CDF
cdf-fecal
FB0728
FB072810.CDF
cdf-fecal
FB0728
FB072811.CDF
cdf-fecal
FB0728
FB072812.CDF
cdf-fecal
FB0728
FB072813.CDF
cdf-fecal
FB0728
FB072814.CDF
cdf-fecal
FB0728
FB072815.CDF
cdf-fecal
FB0728
FB072816.CDF
cdf-fecal
FB0728
FB072817.CDF
cdf-fecal
FB0728
FB072818.CDF
cdf-fecal
FB0728
FB072819.CDF
cdf-fecal
FB0728
FB072820.CDF
cdf-fecal
FB0728
FB072821.CDF
cdf-fecal
FB0728
FB072822.CDF
cdf-fecal
FB0728
FB072823.CDF
cdf-fecal
FB0728
FB072824.CDF
cdf-fecal
FB0728
FB072825.CDF
cdf-fecal
FB0728
FB072826.CDF
cdf-fecal
FB0728
FB072827.CDF
cdf-fecal
FB0728
FB072828.CDF
cdf-fecal
FB0728
FB072829.CDF
cdf-fecal
FB0728
FB072830.CDF
cdf-fecal
FB0728
FB072831.CDF
cdf-fecal
FB0728
FB072832.CDF
cdf-fecal
FB0728
FB072833.CDF
cdf-fecal
FB0728
FB072834.CDF
cdf-fecal
FB0728
FB072835.CDF
cdf-fecal
FB0728
FB072836.CDF
cdf-fecal
FB0728
FB072837.CDF
cdf-fecal
FB0729
FB072901.CDF
cdf-fecal
FB0729
FB072902.CDF
cdf-fecal
FB0729
FB072903.CDF
cdf-fecal
FB0729
FB072904.CDF
cdf-fecal
FB0729
FB072905.CDF
cdf-fecal
FB0729
FB072906.CDF
cdf-fecal
FB0729
FB072907.CDF
cdf-fecal
FB0729
FB072908.CDF
cdf-fecal
FB0729
FB072909.CDF
cdf-fecal
FB0729
FB072910.CDF
cdf-fecal
FB0729
FB072911.CDF
cdf-fecal
FB0729
FB072912.CDF
cdf-fecal
FB0729
FB072913.CDF
cdf-fecal
FB0729
FB072914.CDF
cdf-fecal
FB0729
FB072915.CDF
cdf-fecal
FB0729
FB072916.CDF
cdf-fecal
FB0729
FB072917.CDF
cdf-fecal
FB0729
FB072918.CDF
cdf-fecal
FB0729
FB072919.CDF
cdf-fecal
FB0729
FB072920.CDF
cdf-fecal
FB0729
FB072921.CDF
cdf-fecal
FB0729
FB072922.CDF
cdf-fecal
FB0729
FB072923.CDF
cdf-fecal
FB0729
FB072924.CDF
cdf-fecal
FB0729
FB072925.CDF
cdf-fecal
FB0729
FB072926.CDF
cdf-fecal
FB0729
FB072927.CDF
cdf-fecal
FB0729
FB072928.CDF
cdf-fecal
FB0729
FB072929.CDF
cdf-fecal
FB0729
FB072930.CDF
cdf-fecal
FB0729
FB072931.CDF
cdf-fecal
FB0729
FB072932.CDF
cdf-fecal
FB0729
FB072933.CDF
cdf-fecal
FB0729
FB072934.CDF
cdf-fecal
FB0729
FB072935.CDF
cdf-fecal
FB0729
FB072936.CDF
cdf-fecal
FB0729
FB072937.CDF
cdf-fecal
FB0730
FB073001.CDF
cdf-fecal
FB0730
FB073002.CDF
cdf-fecal
FB0730
FB073003.CDF
cdf-fecal
FB0730
FB073004.CDF
cdf-fecal
FB0730
FB073005.CDF
cdf-fecal
FB0730
FB073006.CDF
cdf-fecal
FB0730
FB073007.CDF
cdf-fecal
FB0730
FB073008.CDF
cdf-fecal
FB0730
FB073009.CDF
cdf-fecal
FB0730
FB073010.CDF
cdf-fecal
FB0730
FB073011.CDF
cdf-fecal
FB0730
FB073012.CDF
cdf-fecal
FB0730
FB073013.CDF
cdf-fecal
FB0730
FB073014.CDF
cdf-fecal
FB0730
FB073015.CDF
cdf-fecal
FB0730
FB073016.CDF
cdf-fecal
FB0730
FB073017.CDF
cdf-fecal
FB0730
FB073018.CDF
cdf-fecal
FB0730
FB073019.CDF
cdf-fecal
FB0730
FB073020.CDF
cdf-fecal
FB0730
FB073021.CDF
cdf-fecal
FB0730
FB073022.CDF
cdf-fecal
FB0730
FB073023.CDF
cdf-fecal
FB0730
FB073024.CDF
cdf-fecal
FB0730
FB073025.CDF
cdf-fecal
FB0730
FB073026.CDF
cdf-fecal
FB0730
FB073027.CDF
cdf-fecal
FB0730
FB073028.CDF
cdf-fecal
FB0730
FB073029.CDF
cdf-fecal
FB0730
FB073030.CDF
cdf-fecal
FB0730
FB073031.CDF
cdf-fecal
FB0730
FB073032.CDF
cdf-fecal
FB0730
FB073033.CDF
cdf-fecal
FB0730
FB073034.CDF
cdf-fecal
FB0730
FB073035.CDF
cdf-fecal
FB0730
FB073036.CDF
cdf-fecal
FB0730
FB073037.CDF
cdf-fecal
FB0731
FB073101.CDF
cdf-fecal
FB0731
FB073102.CDF
cdf-fecal
FB0731
FB073103.CDF
cdf-fecal
FB0731
FB073104.CDF
cdf-fecal
FB0731
FB073105.CDF
cdf-fecal
FB0731
FB073106.CDF
cdf-fecal
FB0731
FB073107.CDF
cdf-fecal
FB0731
FB073108.CDF
cdf-fecal
FB0731
FB073109.CDF
cdf-fecal
FB0731
FB073110.CDF
cdf-fecal
FB0731
FB073111.CDF
cdf-fecal
FB0731
FB073112.CDF
cdf-fecal
FB0731
FB073113.CDF
cdf-fecal
FB0731
FB073114.CDF
cdf-fecal
FB0731
FB073115.CDF
cdf-fecal
FB0731
FB073116.CDF
cdf-fecal
FB0731
FB073117.CDF
cdf-fecal
FB0731
FB073118.CDF
cdf-fecal
FB0731
FB073119.CDF
cdf-fecal
FB0731
FB073120.CDF
cdf-fecal
FB0731
FB073121.CDF
cdf-fecal
FB0731
FB073122.CDF
cdf-fecal
FB0731
FB073123.CDF
cdf-fecal
FB0731
FB073124.CDF
cdf-fecal
FB0731
FB073125.CDF
cdf-fecal
FB0731
FB073126.CDF
cdf-fecal
FB0731
FB073127.CDF
cdf-fecal
FB0731
FB073128.CDF
cdf-fecal
FB0731
FB073129.CDF
cdf-fecal
FB0731
FB073130.CDF
cdf-fecal
FB0731
FB073131.CDF
cdf-fecal
FB0731
FB073132.CDF
cdf-fecal
FB0731
FB073133.CDF
cdf-fecal
FB0731
FB073134.CDF
cdf-fecal
FB0731
FB073135.CDF
cdf-fecal
FB0731
FB073136.CDF
cdf-fecal
FB0731
FB073137.CDF
cdf-fecal
FB0732
FB073201.CDF
cdf-fecal
FB0732
FB073202.CDF
cdf-fecal
FB0732
FB073203.CDF
cdf-fecal
FB0732
FB073204.CDF
cdf-fecal
FB0732
FB073205.CDF
cdf-fecal
FB0732
FB073206.CDF
cdf-fecal
FB0732
FB073207.CDF
cdf-fecal
FB0732
FB073208.CDF
cdf-fecal
FB0732
FB073209.CDF
cdf-fecal
FB0732
FB073210.CDF
cdf-fecal
FB0732
FB073211.CDF
cdf-fecal
FB0732
FB073212.CDF
cdf-fecal
FB0732
FB073213.CDF
cdf-fecal
FB0732
FB073214.CDF
cdf-fecal
FB0732
FB073215.CDF
cdf-fecal
FB0732
FB073216.CDF
cdf-fecal
FB0732
FB073217.CDF
cdf-fecal
FB0732
FB073218.CDF
cdf-fecal
FB0732
FB073219.CDF
cdf-fecal
FB0732
FB073220.CDF
cdf-fecal
FB0732
FB073221.CDF
cdf-fecal
FB0732
FB073222.CDF
cdf-fecal
FB0732
FB073223.CDF
cdf-fecal
FB0732
FB073224.CDF
cdf-fecal
FB0732
FB073225.CDF
cdf-fecal
FB0732
FB073226.CDF
cdf-fecal
FB0732
FB073227.CDF
cdf-fecal
FB0732
FB073228.CDF
cdf-fecal
FB0732
FB073229.CDF
cdf-fecal
FB0732
FB073230.CDF
cdf-fecal
FB0732
FB073231.CDF
cdf-fecal
FB0732
FB073232.CDF
cdf-fecal
FB0732
FB073233.CDF
cdf-fecal
FB0732
FB073234.CDF
cdf-fecal
FB0732
FB073235.CDF
cdf-fecal
FB0732
FB073236.CDF
cdf-fecal
FB0732
FB073237.CDF
cdf-fecal
FB0733
FB073301.CDF
cdf-fecal
FB0733
FB073302.CDF
cdf-fecal
FB0733
FB073303.CDF
cdf-fecal
FB0733
FB073304.CDF
cdf-fecal
FB0733
FB073305.CDF
cdf-fecal
FB0733
FB073306.CDF
cdf-fecal
FB0733
FB073307.CDF
cdf-fecal
FB0733
FB073308.CDF
cdf-fecal
FB0733
FB073309.CDF
cdf-fecal
FB0733
FB073310.CDF
cdf-fecal
FB0733
FB073311.CDF
cdf-fecal
FB0733
FB073312.CDF
cdf-fecal
FB0733
FB073313.CDF
cdf-fecal
FB0733
FB073314.CDF
cdf-fecal
FB0733
FB073315.CDF
cdf-fecal
FB0733
FB073316.CDF
cdf-fecal
FB0733
FB073317.CDF
cdf-fecal
FB0733
FB073318.CDF
cdf-fecal
FB0733
FB073319.CDF
cdf-fecal
FB0733
FB073320.CDF
cdf-fecal
FB0733
FB073321.CDF
cdf-fecal
FB0733
FB073322.CDF
cdf-fecal
FB0733
FB073323.CDF
cdf-fecal
FB0733
FB073324.CDF
cdf-fecal
FB0733
FB073325.CDF
cdf-fecal
FB0733
FB073326.CDF
cdf-fecal
FB0733
FB073327.CDF
cdf-fecal
FB0733
FB073328.CDF
cdf-fecal
FB0733
FB073329.CDF
cdf-fecal
FB0733
FB073330.CDF
cdf-fecal
FB0733
FB073331.CDF
cdf-fecal
FB0733
FB073332.CDF
cdf-fecal
FB0733
FB073333.CDF
cdf-fecal
FB0733
FB073334.CDF
cdf-fecal
FB0733
FB073335.CDF
cdf-fecal
FB0733
FB073336.CDF
cdf-fecal
FB0733
FB073337.CDF
cdf-fecal
FB0734
FB073401.CDF
cdf-fecal
FB0734
FB073402.CDF
cdf-fecal
FB0734
FB073403.CDF
cdf-fecal
FB0734
FB073404.CDF
cdf-fecal
FB0734
FB073405.CDF
cdf-fecal
FB0734
FB073406.CDF
cdf-fecal
FB0734
FB073407.CDF
cdf-fecal
FB0734
FB073408.CDF
cdf-fecal
FB0734
FB073409.CDF
cdf-fecal
FB0734
FB073410.CDF
cdf-fecal
FB0734
FB073411.CDF
cdf-fecal
FB0734
FB073412.CDF
cdf-fecal
FB0734
FB073413.CDF
cdf-fecal
FB0734
FB073414.CDF
cdf-fecal
FB0734
FB073415.CDF
cdf-fecal
FB0734
FB073416.CDF
cdf-fecal
FB0734
FB073417.CDF
cdf-fecal
FB0734
FB073418.CDF
cdf-fecal
FB0734
FB073419.CDF
cdf-fecal
FB0734
FB073420.CDF
cdf-fecal
FB0734
FB073421.CDF
cdf-fecal
FB0734
FB073422.CDF
cdf-fecal
FB0734
FB073423.CDF
cdf-fecal
FB0734
FB073424.CDF
cdf-fecal
FB0734
FB073425.CDF
cdf-fecal
FB0734
FB073426.CDF
cdf-fecal
FB0734
FB073427.CDF
cdf-fecal
FB0734
FB073428.CDF
cdf-fecal
FB0734
FB073429.CDF
cdf-fecal
FB0734
FB073430.CDF
cdf-fecal
FB0734
FB073431.CDF
cdf-fecal
FB0734
FB073432.CDF
cdf-fecal
FB0734
FB073433.CDF
cdf-fecal
FB0734
FB073434.CDF
cdf-fecal
FB0734
FB073435.CDF
cdf-fecal
FB0734
FB073436.CDF
cdf-fecal
FB0734
FB073437.CDF
cdf-fecal
FB0735
FB073501.CDF
cdf-fecal
FB0735
FB073502.CDF
cdf-fecal
FB0735
FB073503.CDF
cdf-fecal
FB0735
FB073504.CDF
cdf-fecal
FB0735
FB073505.CDF
cdf-fecal
FB0735
FB073506.CDF
cdf-fecal
FB0735
FB073507.CDF
cdf-fecal
FB0735
FB073508.CDF
cdf-fecal
FB0735
FB073509.CDF
cdf-fecal
FB0735
FB073510.CDF
cdf-fecal
FB0735
FB073511.CDF
cdf-fecal
FB0735
FB073512.CDF
cdf-fecal
FB0735
FB073513.CDF
cdf-fecal
FB0735
FB073514.CDF
cdf-fecal
FB0735
FB073515.CDF
cdf-fecal
FB0735
FB073516.CDF
cdf-fecal
FB0735
FB073517.CDF
cdf-fecal
FB0735
FB073518.CDF
cdf-fecal
FB0735
FB073519.CDF
cdf-fecal
FB0735
FB073520.CDF
cdf-fecal
FB0735
FB073521.CDF
cdf-fecal
FB0735
FB073522.CDF
cdf-fecal
FB0735
FB073523.CDF
cdf-fecal
FB0735
FB073524.CDF
cdf-fecal
FB0735
FB073525.CDF
cdf-fecal
FB0735
FB073526.CDF
cdf-fecal
FB0735
FB073527.CDF
cdf-fecal
FB0735
FB073528.CDF
cdf-fecal
FB0735
FB073529.CDF
cdf-fecal
FB0735
FB073530.CDF
cdf-fecal
FB0735
FB073531.CDF
cdf-fecal
FB0735
FB073532.CDF
cdf-fecal
FB0735
FB073533.CDF
cdf-fecal
FB0735
FB073534.CDF
cdf-fecal
FB0735
FB073535.CDF
cdf-fecal
FB0735
FB073536.CDF
cdf-fecal
FB0735
FB073537.CDF
cdf-fecal
FB0736
FB073601.CDF
cdf-fecal
FB0736
FB073602.CDF
cdf-fecal
FB0736
FB073603.CDF
cdf-fecal
FB0736
FB073604.CDF
cdf-fecal
FB0736
FB073605.CDF
cdf-fecal
FB0736
FB073606.CDF
cdf-fecal
FB0736
FB073607.CDF
cdf-fecal
FB0736
FB073608.CDF
cdf-fecal
FB0736
FB073609.CDF
cdf-fecal
FB0736
FB073610.CDF
cdf-fecal
FB0736
FB073611.CDF
cdf-fecal
FB0736
FB073612.CDF
cdf-fecal
FB0736
FB073613.CDF
cdf-fecal
FB0736
FB073614.CDF
cdf-fecal
FB0736
FB073615.CDF
cdf-fecal
FB0736
FB073616.CDF
cdf-fecal
FB0736
FB073617.CDF
cdf-fecal
FB0736
FB073618.CDF
cdf-fecal
FB0736
FB073619.CDF
cdf-fecal
FB0736
FB073620.CDF
cdf-fecal
FB0736
FB073621.CDF
cdf-fecal
FB0736
FB073622.CDF
cdf-fecal
FB0736
FB073623.CDF
cdf-fecal
FB0736
FB073624.CDF
cdf-fecal
FB0736
FB073625.CDF
cdf-fecal
FB0736
FB073626.CDF
cdf-fecal
FB0736
FB073627.CDF
cdf-fecal
FB0736
FB073628.CDF
cdf-fecal
FB0736
FB073629.CDF
cdf-fecal
FB0736
FB073630.CDF
cdf-fecal
FB0736
FB073631.CDF
cdf-fecal
FB0736
FB073632.CDF
cdf-fecal
FB0736
FB073633.CDF
cdf-fecal
FB0736
FB073634.CDF
cdf-fecal
FB0736
FB073635.CDF
cdf-fecal
FB0736
FB073636.CDF
cdf-fecal
FB0736
FB073637.CDF
cdf-fecal
FB0737
FB073701.CDF
cdf-fecal
FB0737
FB073702.CDF
cdf-fecal
FB0737
FB073703.CDF
cdf-fecal
FB0737
FB073704.CDF
cdf-fecal
FB0737
FB073705.CDF
cdf-fecal
FB0737
FB073706.CDF
cdf-fecal
FB0737
FB073707.CDF
cdf-fecal
FB0737
FB073708.CDF
cdf-fecal
FB0737
FB073709.CDF
cdf-fecal
FB0737
FB073710.CDF
cdf-fecal
FB0737
FB073711.CDF
cdf-fecal
FB0737
FB073712.CDF
cdf-fecal
FB0737
FB073713.CDF
cdf-fecal
FB0737
FB073714.CDF
cdf-fecal
FB0737
FB073715.CDF
cdf-fecal
FB0737
FB073716.CDF
cdf-fecal
FB0737
FB073717.CDF
cdf-fecal
FB0737
FB073718.CDF
cdf-fecal
FB0737
FB073719.CDF
cdf-fecal
FB0737
FB073720.CDF
cdf-fecal
FB0737
FB073721.CDF
cdf-fecal
FB0737
FB073722.CDF
cdf-fecal
FB0737
FB073723.CDF
cdf-fecal
FB0737
FB073724.CDF
cdf-fecal
FB0737
FB073725.CDF
cdf-fecal
FB0737
FB073726.CDF
cdf-fecal
FB0737
FB073727.CDF
cdf-fecal
FB0737
FB073728.CDF
cdf-fecal
FB0737
FB073729.CDF
cdf-fecal
FB0737
FB073730.CDF
cdf-fecal
FB0737
FB073731.CDF
cdf-fecal
FB0737
FB073732.CDF
cdf-fecal
FB0737
FB073733.CDF
cdf-fecal
FB0737
FB073734.CDF
cdf-fecal
FB0737
FB073735.CDF
cdf-fecal
FB0737
FB073736.CDF
cdf-fecal
FB0737
FB073737.CDF
cdf-fecal
FB0738
FB073801.CDF
cdf-fecal
FB0738
FB073802.CDF
cdf-fecal
FB0738
FB073803.CDF
cdf-fecal
FB0738
FB073804.CDF
cdf-fecal
FB0738
FB073805.CDF
cdf-fecal
FB0738
FB073806.CDF
cdf-fecal
FB0738
FB073807.CDF
cdf-fecal
FB0738
FB073808.CDF
cdf-fecal
FB0738
FB073809.CDF
cdf-fecal
FB0738
FB073810.CDF
cdf-fecal
FB0738
FB073811.CDF
cdf-fecal
FB0738
FB073812.CDF
cdf-fecal
FB0738
FB073813.CDF
cdf-fecal
FB0738
FB073814.CDF
cdf-fecal
FB0738
FB073815.CDF
cdf-fecal
FB0738
FB073816.CDF
cdf-fecal
FB0738
FB073817.CDF
cdf-fecal
FB0738
FB073818.CDF
cdf-fecal
FB0738
FB073819.CDF
cdf-fecal
FB0738
FB073820.CDF
cdf-fecal
FB0738
FB073821.CDF
cdf-fecal
FB0738
FB073822.CDF
cdf-fecal
FB0738
FB073823.CDF
cdf-fecal
FB0738
FB073824.CDF
cdf-fecal
FB0738
FB073825.CDF
cdf-fecal
FB0738
FB073826.CDF
cdf-fecal
FB0738
FB073827.CDF
cdf-fecal
FB0738
FB073828.CDF
cdf-fecal
FB0738
FB073829.CDF
cdf-fecal
FB0738
FB073830.CDF
cdf-fecal
FB0738
FB073831.CDF
cdf-fecal
FB0738
FB073832.CDF
cdf-fecal
FB0738
FB073833.CDF
cdf-fecal
FB0738
FB073834.CDF
cdf-fecal
FB0738
FB073835.CDF
cdf-fecal
FB0738
FB073836.CDF
cdf-fecal
FB0738
FB073837.CDF
cdf-fecal
FB0739
FB073901.CDF
cdf-fecal
FB0739
FB073902.CDF
cdf-fecal
FB0739
FB073903.CDF
cdf-fecal
FB0739
FB073904.CDF
cdf-fecal
FB0739
FB073905.CDF
cdf-fecal
FB0739
FB073906.CDF
cdf-fecal
FB0739
FB073907.CDF
cdf-fecal
FB0739
FB073908.CDF
cdf-fecal
FB0739
FB073909.CDF
cdf-fecal
FB0739
FB073910.CDF
cdf-fecal
FB0739
FB073911.CDF
cdf-fecal
FB0739
FB073912.CDF
cdf-fecal
FB0739
FB073913.CDF
cdf-fecal
FB0739
FB073914.CDF
cdf-fecal
FB0739
FB073915.CDF
cdf-fecal
FB0739
FB073916.CDF
cdf-fecal
FB0739
FB073917.CDF
cdf-fecal
FB0739
FB073918.CDF
cdf-fecal
FB0739
FB073919.CDF
cdf-fecal
FB0739
FB073920.CDF
cdf-fecal
FB0739
FB073921.CDF
cdf-fecal
FB0739
FB073922.CDF
cdf-fecal
FB0739
FB073923.CDF
cdf-fecal
FB0739
FB073924.CDF
cdf-fecal
FB0739
FB073925.CDF
cdf-fecal
FB0739
FB073926.CDF
cdf-fecal
FB0739
FB073927.CDF
cdf-fecal
FB0739
FB073928.CDF
cdf-fecal
FB0739
FB073929.CDF
cdf-fecal
FB0739
FB073930.CDF
cdf-fecal
FB0739
FB073931.CDF
cdf-fecal
FB0739
FB073932.CDF
cdf-fecal
FB0739
FB073933.CDF
cdf-fecal
FB0739
FB073934.CDF
cdf-fecal
FB0739
FB073935.CDF
cdf-fecal
FB0739
FB073936.CDF
cdf-fecal
FB0739
FB073937.CDF
cdf-fecal
FB0740
FB074001.CDF
cdf-fecal
FB0740
FB074002.CDF
cdf-fecal
FB0740
FB074003.CDF
cdf-fecal
FB0740
FB074004.CDF
cdf-fecal
FB0740
FB074005.CDF
cdf-fecal
FB0740
FB074006.CDF
cdf-fecal
FB0740
FB074007.CDF
cdf-fecal
FB0740
FB074008.CDF
cdf-fecal
FB0740
FB074009.CDF
cdf-fecal
FB0740
FB074010.CDF
cdf-fecal
FB0740
FB074011.CDF
cdf-fecal
FB0740
FB074012.CDF
cdf-fecal
FB0740
FB074013.CDF
cdf-fecal
FB0740
FB074014.CDF
cdf-fecal
FB0740
FB074015.CDF
cdf-fecal
FB0740
FB074016.CDF
cdf-fecal
FB0740
FB074017.CDF
cdf-fecal
FB0740
FB074018.CDF
cdf-fecal
FB0740
FB074019.CDF
cdf-fecal
FB0740
FB074020.CDF
cdf-fecal
FB0740
FB074021.CDF
cdf-fecal
FB0740
FB074022.CDF
cdf-fecal
FB0740
FB074023.CDF
cdf-fecal
FB0740
FB074024.CDF
cdf-fecal
FB0740
FB074025.CDF
cdf-fecal
FB0740
FB074026.CDF
cdf-fecal
FB0740
FB074027.CDF
cdf-fecal
FB0740
FB074028.CDF
cdf-fecal
FB0740
FB074029.CDF
cdf-fecal
FB0740
FB074030.CDF
cdf-fecal
FB0740
FB074031.CDF
cdf-fecal
FB0740
FB074032.CDF
cdf-fecal
FB0740
FB074033.CDF
cdf-fecal
FB0740
FB074034.CDF
cdf-fecal
FB0740
FB074035.CDF
cdf-fecal
FB0740
FB074036.CDF
cdf-fecal
FB0740
FB074037.CDF
cdf-fecal
FB0741
FB074101.CDF
cdf-fecal
FB0741
FB074102.CDF
cdf-fecal
FB0741
FB074103.CDF
cdf-fecal
FB0741
FB074104.CDF
cdf-fecal
FB0741
FB074105.CDF
cdf-fecal
FB0741
FB074106.CDF
cdf-fecal
FB0741
FB074107.CDF
cdf-fecal
FB0741
FB074108.CDF
cdf-fecal
FB0741
FB074109.CDF
cdf-fecal
FB0741
FB074110.CDF
cdf-fecal
FB0741
FB074111.CDF
cdf-fecal
FB0741
FB074112.CDF
cdf-fecal
FB0741
FB074113.CDF
cdf-fecal
FB0741
FB074114.CDF
cdf-fecal
FB0741
FB074115.CDF
cdf-fecal
FB0741
FB074116.CDF
cdf-fecal
FB0741
FB074117.CDF
cdf-fecal
FB0741
FB074118.CDF
cdf-fecal
FB0741
FB074119.CDF
cdf-fecal
FB0741
FB074120.CDF
cdf-fecal
FB0741
FB074121.CDF
cdf-fecal
FB0741
FB074122.CDF
cdf-fecal
FB0741
FB074123.CDF
cdf-fecal
FB0741
FB074124.CDF
cdf-fecal
FB0741
FB074125.CDF
cdf-fecal
FB0741
FB074126.CDF
cdf-fecal
FB0741
FB074127.CDF
cdf-fecal
FB0741
FB074128.CDF
cdf-fecal
FB0741
FB074129.CDF
cdf-fecal
FB0741
FB074130.CDF
cdf-fecal
FB0741
FB074131.CDF
cdf-fecal
FB0741
FB074132.CDF
cdf-fecal
FB0741
FB074133.CDF
cdf-fecal
FB0741
FB074134.CDF
cdf-fecal
FB0741
FB074135.CDF
cdf-fecal
FB0741
FB074136.CDF
cdf-fecal
FB0741
FB074137.CDF
cdf-fecal
FB0742
FB074201.CDF
cdf-fecal
FB0742
FB074202.CDF
cdf-fecal
FB0742
FB074203.CDF
cdf-fecal
FB0742
FB074204.CDF
cdf-fecal
FB0742
FB074205.CDF
cdf-fecal
FB0742
FB074206.CDF
cdf-fecal
FB0742
FB074207.CDF
cdf-fecal
FB0742
FB074208.CDF
cdf-fecal
FB0742
FB074209.CDF
cdf-fecal
FB0742
FB074210.CDF
cdf-fecal
FB0742
FB074211.CDF
cdf-fecal
FB0742
FB074212.CDF
cdf-fecal
FB0742
FB074213.CDF
cdf-fecal
FB0742
FB074214.CDF
cdf-fecal
FB0742
FB074215.CDF
cdf-fecal
FB0742
FB074216.CDF
cdf-fecal
FB0742
FB074217.CDF
cdf-fecal
FB0742
FB074218.CDF
cdf-fecal
FB0742
FB074219.CDF
cdf-fecal
FB0742
FB074220.CDF
cdf-fecal
FB0742
FB074221.CDF
cdf-fecal
FB0742
FB074222.CDF
cdf-fecal
FB0742
FB074223.CDF
cdf-fecal
FB0742
FB074224.CDF
cdf-fecal
FB0742
FB074225.CDF
cdf-fecal
FB0742
FB074226.CDF
cdf-fecal
FB0742
FB074227.CDF
cdf-fecal
FB0742
FB074228.CDF
cdf-fecal
FB0742
FB074229.CDF
cdf-fecal
FB0742
FB074230.CDF
cdf-fecal
FB0742
FB074231.CDF
cdf-fecal
FB0742
FB074232.CDF
cdf-fecal
FB0742
FB074233.CDF
cdf-fecal
FB0742
FB074234.CDF
cdf-fecal
FB0742
FB074235.CDF
cdf-fecal
FB0742
FB074236.CDF
cdf-fecal
FB0742
FB074237.CDF
cdf-fecal
FB0743
FB074301.CDF
cdf-fecal
FB0743
FB074302.CDF
cdf-fecal
FB0743
FB074303.CDF
cdf-fecal
FB0743
FB074304.CDF
cdf-fecal
FB0743
FB074305.CDF
cdf-fecal
FB0743
FB074306.CDF
cdf-fecal
FB0743
FB074307.CDF
cdf-fecal
FB0743
FB074308.CDF
cdf-fecal
FB0743
FB074309.CDF
cdf-fecal
FB0743
FB074310.CDF
cdf-fecal
FB0743
FB074311.CDF
cdf-fecal
FB0743
FB074312.CDF
cdf-fecal
FB0743
FB074313.CDF
cdf-fecal
FB0743
FB074314.CDF
cdf-fecal
FB0743
FB074315.CDF
cdf-fecal
FB0743
FB074316.CDF
cdf-fecal
FB0743
FB074317.CDF
cdf-fecal
FB0743
FB074318.CDF
cdf-fecal
FB0743
FB074319.CDF
cdf-fecal
FB0743
FB074320.CDF
cdf-fecal
FB0743
FB074321.CDF
cdf-fecal
FB0743
FB074322.CDF
cdf-fecal
FB0743
FB074323.CDF
cdf-fecal
FB0743
FB074324.CDF
cdf-fecal
FB0743
FB074325.CDF
cdf-fecal
FB0743
FB074326.CDF
cdf-fecal
FB0743
FB074327.CDF
cdf-fecal
FB0743
FB074328.CDF
cdf-fecal
FB0743
FB074329.CDF
cdf-fecal
FB0743
FB074330.CDF
cdf-fecal
FB0743
FB074331.CDF
cdf-fecal
FB0743
FB074332.CDF
cdf-fecal
FB0743
FB074333.CDF
cdf-fecal
FB0743
FB074334.CDF
cdf-fecal
FB0743
FB074335.CDF
cdf-fecal
FB0743
FB074336.CDF
cdf-fecal
FB0743
FB074337.CDF
cdf-fecal
FB0744
FB074401.CDF
cdf-fecal
FB0744
FB074402.CDF
cdf-fecal
FB0744
FB074403.CDF
cdf-fecal
FB0744
FB074404.CDF
cdf-fecal
FB0744
FB074405.CDF
cdf-fecal
FB0744
FB074406.CDF
cdf-fecal
FB0744
FB074407.CDF
cdf-fecal
FB0744
FB074408.CDF
cdf-fecal
FB0744
FB074409.CDF
cdf-fecal
FB0744
FB074410.CDF
cdf-fecal
FB0744
FB074411.CDF
cdf-fecal
FB0744
FB074412.CDF
cdf-fecal
FB0744
FB074413.CDF
cdf-fecal
FB0744
FB074414.CDF
cdf-fecal
FB0744
FB074415.CDF
cdf-fecal
FB0744
FB074416.CDF
cdf-fecal
FB0744
FB074417.CDF
cdf-fecal
FB0744
FB074418.CDF
cdf-fecal
FB0744
FB074419.CDF
cdf-fecal
FB0744
FB074420.CDF
cdf-fecal
FB0744
FB074421.CDF
cdf-fecal
FB0744
FB074422.CDF
cdf-fecal
FB0744
FB074423.CDF
cdf-fecal
FB0744
FB074424.CDF
cdf-fecal
FB0744
FB074425.CDF
cdf-fecal
FB0744
FB074426.CDF
cdf-fecal
FB0744
FB074427.CDF
cdf-fecal
FB0744
FB074428.CDF
cdf-fecal
FB0744
FB074429.CDF
cdf-fecal
FB0744
FB074430.CDF
cdf-fecal
FB0744
FB074431.CDF
cdf-fecal
FB0744
FB074432.CDF
cdf-fecal
FB0744
FB074433.CDF
cdf-fecal
FB0744
FB074434.CDF
cdf-fecal
FB0744
FB074435.CDF
cdf-fecal
FB0744
FB074436.CDF
cdf-fecal
FB0744
FB074437.CDF
cdf-fecal
FB0745
FB074501.CDF
cdf-fecal
FB0745
FB074502.CDF
cdf-fecal
FB0745
FB074503.CDF
cdf-fecal
FB0745
FB074504.CDF
cdf-fecal
FB0745
FB074505.CDF
cdf-fecal
FB0745
FB074506.CDF
cdf-fecal
FB0745
FB074507.CDF
cdf-fecal
FB0745
FB074508.CDF
cdf-fecal
FB0745
FB074509.CDF
cdf-fecal
FB0745
FB074510.CDF
cdf-fecal
FB0745
FB074511.CDF
cdf-fecal
FB0745
FB074512.CDF
cdf-fecal
FB0745
FB074513.CDF
cdf-fecal
FB0745
FB074514.CDF
cdf-fecal
FB0745
FB074515.CDF
cdf-fecal
FB0745
FB074516.CDF
cdf-fecal
FB0745
FB074517.CDF
cdf-fecal
FB0745
FB074518.CDF
cdf-fecal
FB0745
FB074519.CDF
cdf-fecal
FB0745
FB074520.CDF
cdf-fecal
FB0745
FB074521.CDF
cdf-fecal
FB0745
FB074522.CDF
cdf-fecal
FB0745
FB074523.CDF
cdf-fecal
FB0745
FB074524.CDF
cdf-fecal
FB0745
FB074525.CDF
cdf-fecal
FB0745
FB074526.CDF
cdf-fecal
FB0745
FB074527.CDF
cdf-fecal
FB0745
FB074528.CDF
cdf-fecal
FB0745
FB074529.CDF
cdf-fecal
FB0745
FB074530.CDF
cdf-fecal
FB0745
FB074531.CDF
cdf-fecal
FB0745
FB074532.CDF
cdf-fecal
FB0745
FB074533.CDF
cdf-fecal
FB0745
FB074534.CDF
cdf-fecal
FB0745
FB074535.CDF
cdf-fecal
FB0745
FB074536.CDF
cdf-fecal
FB0745
FB074537.CDF
cdf-fecal
FB0746
FB074601.CDF
cdf-fecal
FB0746
FB074602.CDF
cdf-fecal
FB0746
FB074603.CDF
cdf-fecal
FB0746
FB074604.CDF
cdf-fecal
FB0746
FB074605.CDF
cdf-fecal
FB0746
FB074606.CDF
cdf-fecal
FB0746
FB074607.CDF
cdf-fecal
FB0746
FB074608.CDF
cdf-fecal
FB0746
FB074609.CDF
cdf-fecal
FB0746
FB074610.CDF
cdf-fecal
FB0746
FB074611.CDF
cdf-fecal
FB0746
FB074612.CDF
cdf-fecal
FB0746
FB074613.CDF
cdf-fecal
FB0746
FB074614.CDF
cdf-fecal
FB0746
FB074615.CDF
cdf-fecal
FB0746
FB074616.CDF
cdf-fecal
FB0746
FB074617.CDF
cdf-fecal
FB0746
FB074618.CDF
cdf-fecal
FB0746
FB074619.CDF
cdf-fecal
FB0746
FB074620.CDF
cdf-fecal
FB0746
FB074621.CDF
cdf-fecal
FB0746
FB074622.CDF
cdf-fecal
FB0746
FB074623.CDF
cdf-fecal
FB0746
FB074624.CDF
cdf-fecal
FB0746
FB074625.CDF
cdf-fecal
FB0746
FB074626.CDF
cdf-fecal
FB0746
FB074627.CDF
cdf-fecal
FB0746
FB074628.CDF
cdf-fecal
FB0746
FB074629.CDF
cdf-fecal
FB0746
FB074630.CDF
cdf-fecal
FB0746
FB074631.CDF
cdf-fecal
FB0746
FB074632.CDF
cdf-fecal
FB0746
FB074633.CDF
cdf-fecal
FB0746
FB074634.CDF
cdf-fecal
FB0746
FB074635.CDF
cdf-fecal
FB0746
FB074636.CDF
cdf-fecal
FB0746
FB074637.CDF
cdf-fecal
FB0747
FB074701.CDF
cdf-fecal
FB0747
FB074702.CDF
cdf-fecal
FB0747
FB074703.CDF
cdf-fecal
FB0747
FB074704.CDF
cdf-fecal
FB0747
FB074705.CDF
cdf-fecal
FB0747
FB074706.CDF
cdf-fecal
FB0747
FB074707.CDF
cdf-fecal
FB0747
FB074708.CDF
cdf-fecal
FB0747
FB074709.CDF
cdf-fecal
FB0747
FB074710.CDF
cdf-fecal
FB0747
FB074711.CDF
cdf-fecal
FB0747
FB074712.CDF
cdf-fecal
FB0747
FB074713.CDF
cdf-fecal
FB0747
FB074714.CDF
cdf-fecal
FB0747
FB074715.CDF
cdf-fecal
FB0747
FB074716.CDF
cdf-fecal
FB0747
FB074717.CDF
cdf-fecal
FB0747
FB074718.CDF
cdf-fecal
FB0747
FB074719.CDF
cdf-fecal
FB0747
FB074720.CDF
cdf-fecal
FB0747
FB074721.CDF
cdf-fecal
FB0747
FB074722.CDF
cdf-fecal
FB0747
FB074723.CDF
cdf-fecal
FB0747
FB074724.CDF
cdf-fecal
FB0747
FB074725.CDF
cdf-fecal
FB0747
FB074726.CDF
cdf-fecal
FB0747
FB074727.CDF
cdf-fecal
FB0747
FB074728.CDF
cdf-fecal
FB0747
FB074729.CDF
cdf-fecal
FB0747
FB074730.CDF
cdf-fecal
FB0747
FB074731.CDF
cdf-fecal
FB0747
FB074732.CDF
cdf-fecal
FB0747
FB074733.CDF
cdf-fecal
FB0747
FB074734.CDF
cdf-fecal
FB0747
FB074735.CDF
cdf-fecal
FB0747
FB074736.CDF
cdf-fecal
FB0747
FB074737.CDF
cdf-fecal
FB0748
FB074801.CDF
cdf-fecal
FB0748
FB074802.CDF
cdf-fecal
FB0748
FB074803.CDF
cdf-fecal
FB0748
FB074804.CDF
cdf-fecal
FB0748
FB074805.CDF
cdf-fecal
FB0748
FB074806.CDF
cdf-fecal
FB0748
FB074807.CDF
cdf-fecal
FB0748
FB074808.CDF
cdf-fecal
FB0748
FB074809.CDF
cdf-fecal
FB0748
FB074810.CDF
cdf-fecal
FB0748
FB074811.CDF
cdf-fecal
FB0748
FB074812.CDF
cdf-fecal
FB0748
FB074813.CDF
cdf-fecal
FB0748
FB074814.CDF
cdf-fecal
FB0748
FB074815.CDF
cdf-fecal
FB0748
FB074816.CDF
cdf-fecal
FB0748
FB074817.CDF
cdf-fecal
FB0748
FB074818.CDF
cdf-fecal
FB0748
FB074819.CDF
cdf-fecal
FB0748
FB074820.CDF
cdf-fecal
FB0748
FB074821.CDF
cdf-fecal
FB0748
FB074822.CDF
cdf-fecal
FB0748
FB074823.CDF
cdf-fecal
FB0748
FB074824.CDF
cdf-fecal
FB0748
FB074825.CDF
cdf-fecal
FB0748
FB074826.CDF
cdf-fecal
FB0748
FB074827.CDF
cdf-fecal
FB0748
FB074828.CDF
cdf-fecal
FB0748
FB074829.CDF
cdf-fecal
FB0748
FB074830.CDF
cdf-fecal
FB0748
FB074831.CDF
cdf-fecal
FB0748
FB074832.CDF
cdf-fecal
FB0748
FB074833.CDF
cdf-fecal
FB0748
FB074834.CDF
cdf-fecal
FB0748
FB074835.CDF
cdf-fecal
FB0748
FB074836.CDF
cdf-fecal
FB0748
FB074837.CDF
cdf-fecal
FB0749
FB074901.CDF
cdf-fecal
FB0749
FB074902.CDF
cdf-fecal
FB0749
FB074903.CDF
cdf-fecal
FB0749
FB074904.CDF
cdf-fecal
FB0749
FB074905.CDF
cdf-fecal
FB0749
FB074906.CDF
cdf-fecal
FB0749
FB074907.CDF
cdf-fecal
FB0749
FB074908.CDF
cdf-fecal
FB0749
FB074909.CDF
cdf-fecal
FB0749
FB074910.CDF
cdf-fecal
FB0749
FB074911.CDF
cdf-fecal
FB0749
FB074912.CDF
cdf-fecal
FB0749
FB074913.CDF
cdf-fecal
FB0749
FB074914.CDF
cdf-fecal
FB0749
FB074915.CDF
cdf-fecal
FB0749
FB074916.CDF
cdf-fecal
FB0749
FB074917.CDF
cdf-fecal
FB0749
FB074918.CDF
cdf-fecal
FB0749
FB074919.CDF
cdf-fecal
FB0749
FB074920.CDF
cdf-fecal
FB0749
FB074921.CDF
cdf-fecal
FB0749
FB074922.CDF
cdf-fecal
FB0749
FB074923.CDF
cdf-fecal
FB0749
FB074924.CDF
cdf-fecal
FB0749
FB074925.CDF
cdf-fecal
FB0749
FB074926.CDF
cdf-fecal
FB0749
FB074927.CDF
cdf-fecal
FB0749
FB074928.CDF
cdf-fecal
FB0749
FB074929.CDF
cdf-fecal
FB0749
FB074930.CDF
cdf-fecal
FB0749
FB074931.CDF
cdf-fecal
FB0749
FB074932.CDF
cdf-fecal
FB0749
FB074933.CDF
cdf-fecal
FB0749
FB074934.CDF
cdf-fecal
FB0749
FB074935.CDF
cdf-fecal
FB0749
FB074936.CDF
cdf-fecal
FB0749
FB074937.CDF
cdf-fecal
FB0750
FB075001.CDF
cdf-fecal
FB0750
FB075002.CDF
cdf-fecal
FB0750
FB075003.CDF
cdf-fecal
FB0750
FB075004.CDF
cdf-fecal
FB0750
FB075005.CDF
cdf-fecal
FB0750
FB075006.CDF
cdf-fecal
FB0750
FB075007.CDF
cdf-fecal
FB0750
FB075008.CDF
cdf-fecal
FB0750
FB075009.CDF
cdf-fecal
FB0750
FB075010.CDF
cdf-fecal
FB0750
FB075011.CDF
cdf-fecal
FB0750
FB075012.CDF
cdf-fecal
FB0750
FB075013.CDF
cdf-fecal
FB0750
FB075014.CDF
cdf-fecal
FB0750
FB075015.CDF
cdf-fecal
FB0750
FB075016.CDF
cdf-fecal
FB0750
FB075017.CDF
cdf-fecal
FB0750
FB075018.CDF
cdf-fecal
FB0750
FB075019.CDF
cdf-fecal
FB0750
FB075020.CDF
cdf-fecal
FB0750
FB075021.CDF
cdf-fecal
FB0750
FB075022.CDF
cdf-fecal
FB0750
FB075023.CDF
cdf-fecal
FB0750
FB075024.CDF
cdf-fecal
FB0750
FB075025.CDF
cdf-fecal
FB0750
FB075026.CDF
cdf-fecal
FB0750
FB075027.CDF
cdf-fecal
FB0750
FB075028.CDF
cdf-fecal
FB0750
FB075029.CDF
cdf-fecal
FB0750
FB075030.CDF
cdf-fecal
FB0750
FB075031.CDF
cdf-fecal
FB0750
FB075032.CDF
cdf-fecal
FB0750
FB075033.CDF
cdf-fecal
FB0750
FB075034.CDF
cdf-fecal
FB0750
FB075035.CDF
cdf-fecal
FB0750
FB075036.CDF
cdf-fecal
FB0750
FB075037.CDF
cdf-fecal
FB0751
FB075101.CDF
cdf-fecal
FB0751
FB075102.CDF
cdf-fecal
FB0751
FB075103.CDF
cdf-fecal
FB0751
FB075104.CDF
cdf-fecal
FB0751
FB075105.CDF
cdf-fecal
FB0751
FB075106.CDF
cdf-fecal
FB0751
FB075107.CDF
cdf-fecal
FB0751
FB075108.CDF
cdf-fecal
FB0751
FB075109.CDF
cdf-fecal
FB0751
FB075110.CDF
cdf-fecal
FB0751
FB075111.CDF
cdf-fecal
FB0751
FB075112.CDF
cdf-fecal
FB0751
FB075113.CDF
cdf-fecal
FB0751
FB075114.CDF
cdf-fecal
FB0751
FB075115.CDF
cdf-fecal
FB0751
FB075116.CDF
cdf-fecal
FB0751
FB075117.CDF
cdf-fecal
FB0751
FB075118.CDF
cdf-fecal
FB0751
FB075119.CDF
cdf-fecal
FB0751
FB075120.CDF
cdf-fecal
FB0751
FB075121.CDF
cdf-fecal
FB0751
FB075122.CDF
cdf-fecal
FB0751
FB075123.CDF
cdf-fecal
FB0751
FB075124.CDF
cdf-fecal
FB0751
FB075125.CDF
cdf-fecal
FB0751
FB075126.CDF
cdf-fecal
FB0751
FB075127.CDF
cdf-fecal
FB0751
FB075128.CDF
cdf-fecal
FB0751
FB075129.CDF
cdf-fecal
FB0751
FB075130.CDF
cdf-fecal
FB0751
FB075131.CDF
cdf-fecal
FB0751
FB075132.CDF
cdf-fecal
FB0751
FB075133.CDF
cdf-fecal
FB0751
FB075134.CDF
cdf-fecal
FB0751
FB075135.CDF
cdf-fecal
FB0751
FB075136.CDF
cdf-fecal
FB0751
FB075137.CDF
cdf-fecal
FB0752
FB075201.CDF
cdf-fecal
FB0752
FB075202.CDF
cdf-fecal
FB0752
FB075203.CDF
cdf-fecal
FB0752
FB075204.CDF
cdf-fecal
FB0752
FB075205.CDF
cdf-fecal
FB0752
FB075206.CDF
cdf-fecal
FB0752
FB075207.CDF
cdf-fecal
FB0752
FB075208.CDF
cdf-fecal
FB0752
FB075209.CDF
cdf-fecal
FB0752
FB075210.CDF
cdf-fecal
FB0752
FB075211.CDF
cdf-fecal
FB0752
FB075212.CDF
cdf-fecal
FB0752
FB075213.CDF
cdf-fecal
FB0752
FB075214.CDF
cdf-fecal
FB0752
FB075215.CDF
cdf-fecal
FB0752
FB075216.CDF
cdf-fecal
FB0752
FB075217.CDF
cdf-fecal
FB0752
FB075218.CDF
cdf-fecal
FB0752
FB075219.CDF
cdf-fecal
FB0752
FB075220.CDF
cdf-fecal
FB0752
FB075221.CDF
cdf-fecal
FB0752
FB075222.CDF
cdf-fecal
FB0752
FB075223.CDF
cdf-fecal
FB0752
FB075224.CDF
cdf-fecal
FB0752
FB075225.CDF
cdf-fecal
FB0752
FB075226.CDF
cdf-fecal
FB0752
FB075227.CDF
cdf-fecal
FB0752
FB075228.CDF
cdf-fecal
FB0752
FB075229.CDF
cdf-fecal
FB0752
FB075230.CDF
cdf-fecal
FB0752
FB075231.CDF
cdf-fecal
FB0752
FB075232.CDF
cdf-fecal
FB0752
FB075233.CDF
cdf-fecal
FB0752
FB075234.CDF
cdf-fecal
FB0752
FB075235.CDF
cdf-fecal
FB0752
FB075236.CDF
cdf-fecal
FB0752
FB075237.CDF
cdf-fecal
FB0753
FB075301.CDF
cdf-fecal
FB0753
FB075302.CDF
cdf-fecal
FB0753
FB075303.CDF
cdf-fecal
FB0753
FB075304.CDF
cdf-fecal
FB0753
FB075305.CDF
cdf-fecal
FB0753
FB075306.CDF
cdf-fecal
FB0753
FB075307.CDF
cdf-fecal
FB0753
FB075308.CDF
cdf-fecal
FB0753
FB075309.CDF
cdf-fecal
FB0753
FB075310.CDF
cdf-fecal
FB0753
FB075311.CDF
cdf-fecal
FB0753
FB075312.CDF
cdf-fecal
FB0753
FB075313.CDF
cdf-fecal
FB0753
FB075314.CDF
cdf-fecal
FB0753
FB075315.CDF
cdf-fecal
FB0753
FB075316.CDF
cdf-fecal
FB0753
FB075317.CDF
cdf-fecal
FB0753
FB075318.CDF
cdf-fecal
FB0753
FB075319.CDF
cdf-fecal
FB0753
FB075320.CDF
cdf-fecal
FB0753
FB075321.CDF
cdf-fecal
FB0753
FB075322.CDF
cdf-fecal
FB0753
FB075323.CDF
cdf-fecal
FB0753
FB075324.CDF
cdf-fecal
FB0753
FB075325.CDF
cdf-fecal
FB0753
FB075326.CDF
cdf-fecal
FB0753
FB075327.CDF
cdf-fecal
FB0753
FB075328.CDF
cdf-fecal
FB0753
FB075329.CDF
cdf-fecal
FB0753
FB075330.CDF
cdf-fecal
FB0753
FB075331.CDF
cdf-fecal
FB0753
FB075332.CDF
cdf-fecal
FB0753
FB075333.CDF
cdf-fecal
FB0753
FB075334.CDF
cdf-fecal
FB0753
FB075335.CDF
cdf-fecal
FB0753
FB075336.CDF
cdf-fecal
FB0753
FB075337.CDF
cdf-fecal
FB0754
FB075401.CDF
cdf-fecal
FB0754
FB075402.CDF
cdf-fecal
FB0754
FB075403.CDF
cdf-fecal
FB0754
FB075404.CDF
cdf-fecal
FB0754
FB075405.CDF
cdf-fecal
FB0754
FB075406.CDF
cdf-fecal
FB0754
FB075407.CDF
cdf-fecal
FB0754
FB075408.CDF
cdf-fecal
FB0754
FB075409.CDF
cdf-fecal
FB0754
FB075410.CDF
cdf-fecal
FB0754
FB075411.CDF
cdf-fecal
FB0754
FB075412.CDF
cdf-fecal
FB0754
FB075413.CDF
cdf-fecal
FB0754
FB075414.CDF
cdf-fecal
FB0754
FB075415.CDF
cdf-fecal
FB0754
FB075416.CDF
cdf-fecal
FB0754
FB075417.CDF
cdf-fecal
FB0754
FB075418.CDF
cdf-fecal
FB0754
FB075419.CDF
cdf-fecal
FB0754
FB075420.CDF
cdf-fecal
FB0754
FB075421.CDF
cdf-fecal
FB0754
FB075422.CDF
cdf-fecal
FB0754
FB075423.CDF
cdf-fecal
FB0754
FB075424.CDF
cdf-fecal
FB0754
FB075425.CDF
cdf-fecal
FB0754
FB075426.CDF
cdf-fecal
FB0754
FB075427.CDF
cdf-fecal
FB0754
FB075428.CDF
cdf-fecal
FB0754
FB075429.CDF
cdf-fecal
FB0754
FB075430.CDF
cdf-fecal
FB0754
FB075431.CDF
cdf-fecal
FB0754
FB075432.CDF
cdf-fecal
FB0754
FB075433.CDF
cdf-fecal
FB0754
FB075434.CDF
cdf-fecal
FB0754
FB075435.CDF
cdf-fecal
FB0754
FB075436.CDF
cdf-fecal
FB0754
FB075437.CDF
cdf-fecal
FB0755
FB075501.CDF
cdf-fecal
FB0755
FB075502.CDF
cdf-fecal
FB0755
FB075503.CDF
cdf-fecal
FB0755
FB075504.CDF
cdf-fecal
FB0755
FB075505.CDF
cdf-fecal
FB0755
FB075506.CDF
cdf-fecal
FB0755
FB075507.CDF
cdf-fecal
FB0755
FB075508.CDF
cdf-fecal
FB0755
FB075509.CDF
cdf-fecal
FB0755
FB075510.CDF
cdf-fecal
FB0755
FB075511.CDF
cdf-fecal
FB0755
FB075512.CDF
cdf-fecal
FB0755
FB075513.CDF
cdf-fecal
FB0755
FB075514.CDF
cdf-fecal
FB0755
FB075515.CDF
cdf-fecal
FB0755
FB075516.CDF
cdf-fecal
FB0755
FB075517.CDF
cdf-fecal
FB0755
FB075518.CDF
cdf-fecal
FB0755
FB075519.CDF
cdf-fecal
FB0755
FB075520.CDF
cdf-fecal
FB0755
FB075521.CDF
cdf-fecal
FB0755
FB075522.CDF
cdf-fecal
FB0755
FB075523.CDF
cdf-fecal
FB0755
FB075524.CDF
cdf-fecal
FB0755
FB075525.CDF
cdf-fecal
FB0755
FB075526.CDF
cdf-fecal
FB0755
FB075527.CDF
cdf-fecal
FB0755
FB075528.CDF
cdf-fecal
FB0755
FB075529.CDF
cdf-fecal
FB0755
FB075530.CDF
cdf-fecal
FB0755
FB075531.CDF
cdf-fecal
FB0755
FB075532.CDF
cdf-fecal
FB0755
FB075533.CDF
cdf-fecal
FB0755
FB075534.CDF
cdf-fecal
FB0755
FB075535.CDF
cdf-fecal
FB0755
FB075536.CDF
cdf-fecal
FB0755
FB075537.CDF
cdf-fecal
FB0756
FB075601.CDF
cdf-fecal
FB0756
FB075602.CDF
cdf-fecal
FB0756
FB075603.CDF
cdf-fecal
FB0756
FB075604.CDF
cdf-fecal
FB0756
FB075605.CDF
cdf-fecal
FB0756
FB075606.CDF
cdf-fecal
FB0756
FB075607.CDF
cdf-fecal
FB0756
FB075608.CDF
cdf-fecal
FB0756
FB075609.CDF
cdf-fecal
FB0756
FB075610.CDF
cdf-fecal
FB0756
FB075611.CDF
cdf-fecal
FB0756
FB075612.CDF
cdf-fecal
FB0756
FB075613.CDF
cdf-fecal
FB0756
FB075614.CDF
cdf-fecal
FB0756
FB075615.CDF
cdf-fecal
FB0756
FB075616.CDF
cdf-fecal
FB0756
FB075617.CDF
cdf-fecal
FB0756
FB075618.CDF
cdf-fecal
FB0756
FB075619.CDF
cdf-fecal
FB0756
FB075620.CDF
cdf-fecal
FB0756
FB075621.CDF
cdf-fecal
FB0756
FB075622.CDF
cdf-fecal
FB0756
FB075623.CDF
cdf-fecal
FB0756
FB075624.CDF
cdf-fecal
FB0756
FB075625.CDF
cdf-fecal
FB0756
FB075626.CDF
cdf-fecal
FB0756
FB075627.CDF
cdf-fecal
FB0756
FB075628.CDF
cdf-fecal
FB0756
FB075629.CDF
cdf-fecal
FB0756
FB075630.CDF
cdf-fecal
FB0756
FB075631.CDF
cdf-fecal
FB0756
FB075632.CDF
cdf-fecal
FB0756
FB075633.CDF
cdf-fecal
FB0756
FB075634.CDF
cdf-fecal
FB0756
FB075635.CDF
cdf-fecal
FB0756
FB075636.CDF
cdf-fecal
FB0756
FB075637.CDF
cdf-fecal
FB0757
FB075701.CDF
cdf-fecal
FB0757
FB075702.CDF
cdf-fecal
FB0757
FB075703.CDF
cdf-fecal
FB0757
FB075704.CDF
cdf-fecal
FB0757
FB075705.CDF
cdf-fecal
FB0757
FB075706.CDF
cdf-fecal
FB0757
FB075707.CDF
cdf-fecal
FB0757
FB075708.CDF
cdf-fecal
FB0757
FB075709.CDF
cdf-fecal
FB0757
FB075710.CDF
cdf-fecal
FB0757
FB075711.CDF
cdf-fecal
FB0757
FB075712.CDF
cdf-fecal
FB0757
FB075713.CDF
cdf-fecal
FB0757
FB075714.CDF
cdf-fecal
FB0757
FB075715.CDF
cdf-fecal
FB0757
FB075716.CDF
cdf-fecal
FB0757
FB075717.CDF
cdf-fecal
FB0757
FB075718.CDF
cdf-fecal
FB0757
FB075719.CDF
cdf-fecal
FB0757
FB075720.CDF
cdf-fecal
FB0757
FB075721.CDF
cdf-fecal
FB0757
FB075722.CDF
cdf-fecal
FB0757
FB075723.CDF
cdf-fecal
FB0757
FB075724.CDF
cdf-fecal
FB0757
FB075725.CDF
cdf-fecal
FB0757
FB075726.CDF
cdf-fecal
FB0757
FB075727.CDF
cdf-fecal
FB0757
FB075728.CDF
cdf-fecal
FB0757
FB075729.CDF
cdf-fecal
FB0757
FB075730.CDF
cdf-fecal
FB0757
FB075731.CDF
cdf-fecal
FB0757
FB075732.CDF
cdf-fecal
FB0757
FB075733.CDF
cdf-fecal
FB0757
FB075734.CDF
cdf-fecal
FB0757
FB075735.CDF
cdf-fecal
FB0757
FB075736.CDF
cdf-fecal
FB0757
FB075737.CDF
cdf-fecal
FB0758
FB075801.CDF
cdf-fecal
FB0758
FB075802.CDF
cdf-fecal
FB0758
FB075803.CDF
cdf-fecal
FB0758
FB075804.CDF
cdf-fecal
FB0758
FB075805.CDF
cdf-fecal
FB0758
FB075806.CDF
cdf-fecal
FB0758
FB075807.CDF
cdf-fecal
FB0758
FB075808.CDF
cdf-fecal
FB0758
FB075809.CDF
cdf-fecal
FB0758
FB075810.CDF
cdf-fecal
FB0758
FB075811.CDF
cdf-fecal
FB0758
FB075812.CDF
cdf-fecal
FB0758
FB075813.CDF
cdf-fecal
FB0758
FB075814.CDF
cdf-fecal
FB0758
FB075815.CDF
cdf-fecal
FB0758
FB075816.CDF
cdf-fecal
FB0758
FB075817.CDF
cdf-fecal
FB0758
FB075818.CDF
cdf-fecal
FB0758
FB075819.CDF
cdf-fecal
FB0758
FB075820.CDF
cdf-fecal
FB0758
FB075821.CDF
cdf-fecal
FB0758
FB075822.CDF
cdf-fecal
FB0758
FB075823.CDF
cdf-fecal
FB0758
FB075824.CDF
cdf-fecal
FB0758
FB075825.CDF
cdf-fecal
FB0758
FB075826.CDF
cdf-fecal
FB0758
FB075827.CDF
cdf-fecal
FB0758
FB075828.CDF
cdf-fecal
FB0758
FB075829.CDF
cdf-fecal
FB0758
FB075830.CDF
cdf-fecal
FB0758
FB075831.CDF
cdf-fecal
FB0758
FB075832.CDF
cdf-fecal
FB0758
FB075833.CDF
cdf-fecal
FB0758
FB075834.CDF
cdf-fecal
FB0758
FB075835.CDF
cdf-fecal
FB0758
FB075836.CDF
cdf-fecal
FB0758
FB075837.CDF
cdf-fecal
FB0759
FB075901.CDF
cdf-fecal
FB0759
FB075902.CDF
cdf-fecal
FB0759
FB075903.CDF
cdf-fecal
FB0759
FB075904.CDF
cdf-fecal
FB0759
FB075905.CDF
cdf-fecal
FB0759
FB075906.CDF
cdf-fecal
FB0759
FB075907.CDF
cdf-fecal
FB0759
FB075908.CDF
cdf-fecal
FB0759
FB075909.CDF
cdf-fecal
FB0759
FB075910.CDF
cdf-fecal
FB0759
FB075911.CDF
cdf-fecal
FB0759
FB075912.CDF
cdf-fecal
FB0759
FB075913.CDF
cdf-fecal
FB0759
FB075914.CDF
cdf-fecal
FB0759
FB075915.CDF
cdf-fecal
FB0759
FB075916.CDF
cdf-fecal
FB0759
FB075917.CDF
cdf-fecal
FB0759
FB075918.CDF
cdf-fecal
FB0759
FB075919.CDF
cdf-fecal
FB0759
FB075920.CDF
cdf-fecal
FB0759
FB075921.CDF
cdf-fecal
FB0759
FB075922.CDF
cdf-fecal
FB0759
FB075923.CDF
cdf-fecal
FB0759
FB075924.CDF
cdf-fecal
FB0759
FB075925.CDF
cdf-fecal
FB0759
FB075926.CDF
cdf-fecal
FB0759
FB075927.CDF
cdf-fecal
FB0759
FB075928.CDF
cdf-fecal
FB0759
FB075929.CDF
cdf-fecal
FB0759
FB075930.CDF
cdf-fecal
FB0759
FB075931.CDF
cdf-fecal
FB0759
FB075932.CDF
cdf-fecal
FB0759
FB075933.CDF
cdf-fecal
FB0759
FB075934.CDF
cdf-fecal
FB0759
FB075935.CDF
cdf-fecal
FB0759
FB075936.CDF
cdf-fecal
FB0759
FB075937.CDF
cdf-fecal
FB0760
FB076001.CDF
cdf-fecal
FB0760
FB076002.CDF
cdf-fecal
FB0760
FB076003.CDF
cdf-fecal
FB0760
FB076004.CDF
cdf-fecal
FB0760
FB076005.CDF
cdf-fecal
FB0760
FB076006.CDF
cdf-fecal
FB0760
FB076007.CDF
cdf-fecal
FB0760
FB076008.CDF
cdf-fecal
FB0760
FB076009.CDF
cdf-fecal
FB0760
FB076010.CDF
cdf-fecal
FB0760
FB076011.CDF
cdf-fecal
FB0760
FB076012.CDF
cdf-fecal
FB0760
FB076013.CDF
cdf-fecal
FB0760
FB076014.CDF
cdf-fecal
FB0760
FB076015.CDF
cdf-fecal
FB0760
FB076016.CDF
cdf-fecal
FB0760
FB076017.CDF
cdf-fecal
FB0760
FB076018.CDF
cdf-fecal
FB0760
FB076019.CDF
cdf-fecal
FB0760
FB076020.CDF
cdf-fecal
FB0760
FB076021.CDF
cdf-fecal
FB0760
FB076022.CDF
cdf-fecal
FB0760
FB076023.CDF
cdf-fecal
FB0760
FB076024.CDF
cdf-fecal
FB0760
FB076025.CDF
cdf-fecal
FB0760
FB076026.CDF
cdf-fecal
FB0760
FB076027.CDF
cdf-fecal
FB0760
FB076028.CDF
cdf-fecal
FB0760
FB076029.CDF
cdf-fecal
FB0760
FB076030.CDF
cdf-fecal
FB0760
FB076031.CDF
cdf-fecal
FB0760
FB076032.CDF
cdf-fecal
FB0760
FB076033.CDF
cdf-fecal
FB0760
FB076034.CDF
cdf-fecal
FB0760
FB076035.CDF
cdf-fecal
FB0760
FB076036.CDF
cdf-fecal
FB0760
FB076037.CDF
cdf-fecal
FB0761
FB076101.CDF
cdf-fecal
FB0761
FB076102.CDF
cdf-fecal
FB0761
FB076103.CDF
cdf-fecal
FB0761
FB076104.CDF
cdf-fecal
FB0761
FB076105.CDF
cdf-fecal
FB0761
FB076106.CDF
cdf-fecal
FB0761
FB076107.CDF
cdf-fecal
FB0761
FB076108.CDF
cdf-fecal
FB0761
FB076109.CDF
cdf-fecal
FB0761
FB076110.CDF
cdf-fecal
FB0761
FB076111.CDF
cdf-fecal
FB0761
FB076112.CDF
cdf-fecal
FB0761
FB076113.CDF
cdf-fecal
FB0761
FB076114.CDF
cdf-fecal
FB0761
FB076115.CDF
cdf-fecal
FB0761
FB076116.CDF
cdf-fecal
FB0761
FB076117.CDF
cdf-fecal
FB0761
FB076118.CDF
cdf-fecal
FB0761
FB076119.CDF
cdf-fecal
FB0761
FB076120.CDF
cdf-fecal
FB0761
FB076121.CDF
cdf-fecal
FB0761
FB076122.CDF
cdf-fecal
FB0761
FB076123.CDF
cdf-fecal
FB0761
FB076124.CDF
cdf-fecal
FB0761
FB076125.CDF
cdf-fecal
FB0761
FB076126.CDF
cdf-fecal
FB0761
FB076127.CDF
cdf-fecal
FB0761
FB076128.CDF
cdf-fecal
FB0761
FB076129.CDF
cdf-fecal
FB0761
FB076130.CDF
cdf-fecal
FB0761
FB076131.CDF
cdf-fecal
FB0761
FB076132.CDF
cdf-fecal
FB0761
FB076133.CDF
cdf-fecal
FB0761
FB076134.CDF
cdf-fecal
FB0761
FB076135.CDF
cdf-fecal
FB0761
FB076136.CDF
cdf-fecal
FB0761
FB076137.CDF
cdf-fecal
FB0762
FB076201.CDF
cdf-fecal
FB0762
FB076202.CDF
cdf-fecal
FB0762
FB076203.CDF
cdf-fecal
FB0762
FB076204.CDF
cdf-fecal
FB0762
FB076205.CDF
cdf-fecal
FB0762
FB076206.CDF
cdf-fecal
FB0762
FB076207.CDF
cdf-fecal
FB0762
FB076208.CDF
cdf-fecal
FB0762
FB076209.CDF
cdf-fecal
FB0762
FB076210.CDF
cdf-fecal
FB0762
FB076211.CDF
cdf-fecal
FB0762
FB076212.CDF
cdf-fecal
FB0762
FB076213.CDF
cdf-fecal
FB0762
FB076214.CDF
cdf-fecal
FB0762
FB076215.CDF
cdf-fecal
FB0762
FB076216.CDF
cdf-fecal
FB0762
FB076217.CDF
cdf-fecal
FB0762
FB076218.CDF
cdf-fecal
FB0762
FB076219.CDF
cdf-fecal
FB0762
FB076220.CDF
cdf-fecal
FB0762
FB076221.CDF
cdf-fecal
FB0762
FB076222.CDF
cdf-fecal
FB0762
FB076223.CDF
cdf-fecal
FB0762
FB076224.CDF
cdf-fecal
FB0762
FB076225.CDF
cdf-fecal
FB0762
FB076226.CDF
cdf-fecal
FB0762
FB076227.CDF
cdf-fecal
FB0762
FB076228.CDF
cdf-fecal
FB0762
FB076229.CDF
cdf-fecal
FB0762
FB076230.CDF
cdf-fecal
FB0762
FB076231.CDF
cdf-fecal
FB0762
FB076232.CDF
cdf-fecal
FB0762
FB076233.CDF
cdf-fecal
FB0762
FB076234.CDF
cdf-fecal
FB0762
FB076235.CDF
cdf-fecal
FB0762
FB076236.CDF
cdf-fecal
FB0762
FB076237.CDF
cdf-fecal
FB0763
FB076301.CDF
cdf-fecal
FB0763
FB076302.CDF
cdf-fecal
FB0763
FB076303.CDF
cdf-fecal
FB0763
FB076304.CDF
cdf-fecal
FB0763
FB076305.CDF
cdf-fecal
FB0763
FB076306.CDF
cdf-fecal
FB0763
FB076307.CDF
cdf-fecal
FB0763
FB076308.CDF
cdf-fecal
FB0763
FB076309.CDF
cdf-fecal
FB0763
FB076310.CDF
cdf-fecal
FB0763
FB076311.CDF
cdf-fecal
FB0763
FB076312.CDF
cdf-fecal
FB0763
FB076313.CDF
cdf-fecal
FB0763
FB076314.CDF
cdf-fecal
FB0763
FB076315.CDF
cdf-fecal
FB0763
FB076316.CDF
cdf-fecal
FB0763
FB076317.CDF
cdf-fecal
FB0763
FB076318.CDF
cdf-fecal
FB0763
FB076319.CDF
cdf-fecal
FB0763
FB076320.CDF
cdf-fecal
FB0763
FB076321.CDF
cdf-fecal
FB0763
FB076322.CDF
cdf-fecal
FB0763
FB076323.CDF
cdf-fecal
FB0763
FB076324.CDF
cdf-fecal
FB0763
FB076325.CDF
cdf-fecal
FB0763
FB076326.CDF
cdf-fecal
FB0763
FB076327.CDF
cdf-fecal
FB0763
FB076328.CDF
cdf-fecal
FB0763
FB076329.CDF
cdf-fecal
FB0763
FB076330.CDF
cdf-fecal
FB0763
FB076331.CDF
cdf-fecal
FB0763
FB076332.CDF
cdf-fecal
FB0763
FB076333.CDF
cdf-fecal
FB0763
FB076334.CDF
cdf-fecal
FB0763
FB076335.CDF
cdf-fecal
FB0763
FB076336.CDF
cdf-fecal
FB0763
FB076337.CDF
cdf-fecal
FB0764
FB076401.CDF
cdf-fecal
FB0764
FB076402.CDF
cdf-fecal
FB0764
FB076403.CDF
cdf-fecal
FB0764
FB076404.CDF
cdf-fecal
FB0764
FB076405.CDF
cdf-fecal
FB0764
FB076406.CDF
cdf-fecal
FB0764
FB076407.CDF
cdf-fecal
FB0764
FB076408.CDF
cdf-fecal
FB0764
FB076409.CDF
cdf-fecal
FB0764
FB076410.CDF
cdf-fecal
FB0764
FB076411.CDF
cdf-fecal
FB0764
FB076412.CDF
cdf-fecal
FB0764
FB076413.CDF
cdf-fecal
FB0764
FB076414.CDF
cdf-fecal
FB0764
FB076415.CDF
cdf-fecal
FB0764
FB076416.CDF
cdf-fecal
FB0764
FB076417.CDF
cdf-fecal
FB0764
FB076418.CDF
cdf-fecal
FB0764
FB076419.CDF
cdf-fecal
FB0764
FB076420.CDF
cdf-fecal
FB0764
FB076421.CDF
cdf-fecal
FB0764
FB076422.CDF
cdf-fecal
FB0764
FB076423.CDF
cdf-fecal
FB0764
FB076424.CDF
cdf-fecal
FB0764
FB076425.CDF
cdf-fecal
FB0764
FB076426.CDF
cdf-fecal
FB0764
FB076427.CDF
cdf-fecal
FB0764
FB076428.CDF
cdf-fecal
FB0764
FB076429.CDF
cdf-fecal
FB0764
FB076430.CDF
cdf-fecal
FB0764
FB076431.CDF
cdf-fecal
FB0764
FB076432.CDF
cdf-fecal
FB0764
FB076433.CDF
cdf-fecal
FB0764
FB076434.CDF
cdf-fecal
FB0764
FB076435.CDF
cdf-fecal
FB0764
FB076436.CDF
cdf-fecal
FB0764
FB076437.CDF
cdf-fecal
FB0765
FB076501.CDF
cdf-fecal
FB0765
FB076502.CDF
cdf-fecal
FB0765
FB076503.CDF
cdf-fecal
FB0765
FB076504.CDF
cdf-fecal
FB0765
FB076505.CDF
cdf-fecal
FB0765
FB076506.CDF
cdf-fecal
FB0765
FB076507.CDF
cdf-fecal
FB0765
FB076508.CDF
cdf-fecal
FB0765
FB076509.CDF
cdf-fecal
FB0765
FB076510.CDF
cdf-fecal
FB0765
FB076511.CDF
cdf-fecal
FB0765
FB076512.CDF
cdf-fecal
FB0765
FB076513.CDF
cdf-fecal
FB0765
FB076514.CDF
cdf-fecal
FB0765
FB076515.CDF
cdf-fecal
FB0765
FB076516.CDF
cdf-fecal
FB0765
FB076517.CDF
cdf-fecal
FB0765
FB076518.CDF
cdf-fecal
FB0765
FB076519.CDF
cdf-fecal
FB0765
FB076520.CDF
cdf-fecal
FB0765
FB076521.CDF
cdf-fecal
FB0765
FB076522.CDF
cdf-fecal
FB0765
FB076523.CDF
cdf-fecal
FB0765
FB076524.CDF
cdf-fecal
FB0765
FB076525.CDF
cdf-fecal
FB0765
FB076526.CDF
cdf-fecal
FB0765
FB076527.CDF
cdf-fecal
FB0765
FB076528.CDF
cdf-fecal
FB0765
FB076529.CDF
cdf-fecal
FB0765
FB076530.CDF
cdf-fecal
FB0765
FB076531.CDF
cdf-fecal
FB0765
FB076532.CDF
cdf-fecal
FB0765
FB076533.CDF
cdf-fecal
FB0765
FB076534.CDF
cdf-fecal
FB0765
FB076535.CDF
cdf-fecal
FB0765
FB076536.CDF
cdf-fecal
FB0765
FB076537.CDF
cdf-fecal
FB0766
FB076601.CDF
cdf-fecal
FB0766
FB076602.CDF
cdf-fecal
FB0766
FB076603.CDF
cdf-fecal
FB0766
FB076604.CDF
cdf-fecal
FB0766
FB076605.CDF
cdf-fecal
FB0766
FB076606.CDF
cdf-fecal
FB0766
FB076607.CDF
cdf-fecal
FB0766
FB076608.CDF
cdf-fecal
FB0766
FB076609.CDF
cdf-fecal
FB0766
FB076610.CDF
cdf-fecal
FB0766
FB076611.CDF
cdf-fecal
FB0766
FB076612.CDF
cdf-fecal
FB0766
FB076613.CDF
cdf-fecal
FB0766
FB076614.CDF
cdf-fecal
FB0766
FB076615.CDF
cdf-fecal
FB0766
FB076616.CDF
cdf-fecal
FB0766
FB076617.CDF
cdf-fecal
FB0766
FB076618.CDF
cdf-fecal
FB0766
FB076619.CDF
cdf-fecal
FB0766
FB076620.CDF
cdf-fecal
FB0766
FB076621.CDF
cdf-fecal
FB0766
FB076622.CDF
cdf-fecal
FB0766
FB076623.CDF
cdf-fecal
FB0766
FB076624.CDF
cdf-fecal
FB0766
FB076625.CDF
cdf-fecal
FB0766
FB076626.CDF
cdf-fecal
FB0766
FB076627.CDF
cdf-fecal
FB0766
FB076628.CDF
cdf-fecal
FB0766
FB076629.CDF
cdf-fecal
FB0766
FB076630.CDF
cdf-fecal
FB0766
FB076631.CDF
cdf-fecal
FB0766
FB076632.CDF
cdf-fecal
FB0766
FB076633.CDF
cdf-fecal
FB0766
FB076634.CDF
cdf-fecal
FB0766
FB076635.CDF
cdf-fecal
FB0766
FB076636.CDF
cdf-fecal
FB0766
FB076637.CDF
cdf-fecal
FB0767
FB076701.CDF
cdf-fecal
FB0767
FB076702.CDF
cdf-fecal
FB0767
FB076703.CDF
cdf-fecal
FB0767
FB076704.CDF
cdf-fecal
FB0767
FB076705.CDF
cdf-fecal
FB0767
FB076706.CDF
cdf-fecal
FB0767
FB076707.CDF
cdf-fecal
FB0767
FB076708.CDF
cdf-fecal
FB0767
FB076709.CDF
cdf-fecal
FB0767
FB076710.CDF
cdf-fecal
FB0767
FB076711.CDF
cdf-fecal
FB0767
FB076712.CDF
cdf-fecal
FB0767
FB076713.CDF
cdf-fecal
FB0767
FB076714.CDF
cdf-fecal
FB0767
FB076715.CDF
cdf-fecal
FB0767
FB076716.CDF
cdf-fecal
FB0767
FB076717.CDF
cdf-fecal
FB0767
FB076718.CDF
cdf-fecal
FB0767
FB076719.CDF
cdf-fecal
FB0767
FB076720.CDF
cdf-fecal
FB0767
FB076721.CDF
cdf-fecal
FB0767
FB076722.CDF
cdf-fecal
FB0767
FB076723.CDF
cdf-fecal
FB0767
FB076724.CDF
cdf-fecal
FB0767
FB076725.CDF
cdf-fecal
FB0767
FB076726.CDF
cdf-fecal
FB0767
FB076727.CDF
cdf-fecal
FB0767
FB076728.CDF
cdf-fecal
FB0767
FB076729.CDF
cdf-fecal
FB0767
FB076730.CDF
cdf-fecal
FB0767
FB076731.CDF
cdf-fecal
FB0767
FB076732.CDF
cdf-fecal
FB0767
FB076733.CDF
cdf-fecal
FB0767
FB076734.CDF
cdf-fecal
FB0767
FB076735.CDF
cdf-fecal
FB0767
FB076736.CDF
cdf-fecal
FB0767
FB076737.CDF
cdf-fecal
FB0768
FB076801.CDF
cdf-fecal
FB0768
FB076802.CDF
cdf-fecal
FB0768
FB076803.CDF
cdf-fecal
FB0768
FB076804.CDF
cdf-fecal
FB0768
FB076805.CDF
cdf-fecal
FB0768
FB076806.CDF
cdf-fecal
FB0768
FB076807.CDF
cdf-fecal
FB0768
FB076808.CDF
cdf-fecal
FB0768
FB076809.CDF
cdf-fecal
FB0768
FB076810.CDF
cdf-fecal
FB0768
FB076811.CDF
cdf-fecal
FB0768
FB076812.CDF
cdf-fecal
FB0768
FB076813.CDF
cdf-fecal
FB0768
FB076814.CDF
cdf-fecal
FB0768
FB076815.CDF
cdf-fecal
FB0768
FB076816.CDF
cdf-fecal
FB0768
FB076817.CDF
cdf-fecal
FB0768
FB076818.CDF
cdf-fecal
FB0768
FB076819.CDF
cdf-fecal
FB0768
FB076820.CDF
cdf-fecal
FB0768
FB076821.CDF
cdf-fecal
FB0768
FB076822.CDF
cdf-fecal
FB0768
FB076823.CDF
cdf-fecal
FB0768
FB076824.CDF
cdf-fecal
FB0768
FB076825.CDF
cdf-fecal
FB0768
FB076826.CDF
cdf-fecal
FB0768
FB076827.CDF
cdf-fecal
FB0768
FB076828.CDF
cdf-fecal
FB0768
FB076829.CDF
cdf-fecal
FB0768
FB076830.CDF
cdf-fecal
FB0768
FB076831.CDF
cdf-fecal
FB0768
FB076832.CDF
cdf-fecal
FB0768
FB076833.CDF
cdf-fecal
FB0768
FB076834.CDF
cdf-fecal
FB0768
FB076835.CDF
cdf-fecal
FB0768
FB076836.CDF
cdf-fecal
FB0768
FB076837.CDF
cdf-fecal
FB0769
FB076901.CDF
cdf-fecal
FB0769
FB076902.CDF
cdf-fecal
FB0769
FB076903.CDF
cdf-fecal
FB0769
FB076904.CDF
cdf-fecal
FB0769
FB076905.CDF
cdf-fecal
FB0769
FB076906.CDF
cdf-fecal
FB0769
FB076907.CDF
cdf-fecal
FB0769
FB076908.CDF
cdf-fecal
FB0769
FB076909.CDF
cdf-fecal
FB0769
FB076910.CDF
cdf-fecal
FB0769
FB076911.CDF
cdf-fecal
FB0769
FB076912.CDF
cdf-fecal
FB0769
FB076913.CDF
cdf-fecal
FB0769
FB076914.CDF
cdf-fecal
FB0769
FB076915.CDF
cdf-fecal
FB0769
FB076916.CDF
cdf-fecal
FB0769
FB076917.CDF
cdf-fecal
FB0769
FB076918.CDF
cdf-fecal
FB0769
FB076919.CDF
cdf-fecal
FB0769
FB076920.CDF
cdf-fecal
FB0769
FB076921.CDF
cdf-fecal
FB0769
FB076922.CDF
cdf-fecal
FB0769
FB076923.CDF
cdf-fecal
FB0769
FB076924.CDF
cdf-fecal
FB0769
FB076925.CDF
cdf-fecal
FB0769
FB076926.CDF
cdf-fecal
FB0769
FB076927.CDF
cdf-fecal
FB0769
FB076928.CDF
cdf-fecal
FB0769
FB076929.CDF
cdf-fecal
FB0769
FB076930.CDF
cdf-fecal
FB0769
FB076931.CDF
cdf-fecal
FB0769
FB076932.CDF
cdf-fecal
FB0769
FB076933.CDF
cdf-fecal
FB0769
FB076934.CDF
cdf-fecal
FB0769
FB076935.CDF
cdf-fecal
FB0769
FB076936.CDF
cdf-fecal
FB0769
FB076937.CDF
cdf-fecal
FB0770
FB077001.CDF
cdf-fecal
FB0770
FB077002.CDF
cdf-fecal
FB0770
FB077003.CDF
cdf-fecal
FB0770
FB077004.CDF
cdf-fecal
FB0770
FB077005.CDF
cdf-fecal
FB0770
FB077006.CDF
cdf-fecal
FB0770
FB077007.CDF
cdf-fecal
FB0770
FB077008.CDF
cdf-fecal
FB0770
FB077009.CDF
cdf-fecal
FB0770
FB077010.CDF
cdf-fecal
FB0770
FB077011.CDF
cdf-fecal
FB0770
FB077012.CDF
cdf-fecal
FB0770
FB077013.CDF
cdf-fecal
FB0770
FB077014.CDF
cdf-fecal
FB0770
FB077015.CDF
cdf-fecal
FB0770
FB077016.CDF
cdf-fecal
FB0770
FB077017.CDF
cdf-fecal
FB0770
FB077018.CDF
cdf-fecal
FB0770
FB077019.CDF
cdf-fecal
FB0770
FB077020.CDF
cdf-fecal
FB0770
FB077021.CDF
cdf-fecal
FB0770
FB077022.CDF
cdf-fecal
FB0770
FB077023.CDF
cdf-fecal
FB0770
FB077024.CDF
cdf-fecal
FB0770
FB077025.CDF
cdf-fecal
FB0770
FB077026.CDF
cdf-fecal
FB0770
FB077027.CDF
cdf-fecal
FB0770
FB077028.CDF
cdf-fecal
FB0770
FB077029.CDF
cdf-fecal
FB0770
FB077030.CDF
cdf-fecal
FB0770
FB077031.CDF
cdf-fecal
FB0770
FB077032.CDF
cdf-fecal
FB0770
FB077033.CDF
cdf-fecal
FB0770
FB077034.CDF
cdf-fecal
FB0770
FB077035.CDF
cdf-fecal
FB0770
FB077036.CDF
cdf-fecal
FB0770
FB077037.CDF
cdf-fecal
FB0771
FB077101.CDF
cdf-fecal
FB0771
FB077102.CDF
cdf-fecal
FB0771
FB077103.CDF
cdf-fecal
FB0771
FB077104.CDF
cdf-fecal
FB0771
FB077105.CDF
cdf-fecal
FB0771
FB077106.CDF
cdf-fecal
FB0771
FB077107.CDF
cdf-fecal
FB0771
FB077108.CDF
cdf-fecal
FB0771
FB077109.CDF
cdf-fecal
FB0771
FB077110.CDF
cdf-fecal
FB0771
FB077111.CDF
cdf-fecal
FB0771
FB077112.CDF
cdf-fecal
FB0771
FB077113.CDF
cdf-fecal
FB0771
FB077114.CDF
cdf-fecal
FB0771
FB077115.CDF
cdf-fecal
FB0771
FB077116.CDF
cdf-fecal
FB0771
FB077117.CDF
cdf-fecal
FB0771
FB077118.CDF
cdf-fecal
FB0771
FB077119.CDF
cdf-fecal
FB0771
FB077120.CDF
cdf-fecal
FB0771
FB077121.CDF
cdf-fecal
FB0771
FB077122.CDF
cdf-fecal
FB0771
FB077123.CDF
cdf-fecal
FB0771
FB077124.CDF
cdf-fecal
FB0771
FB077125.CDF
cdf-fecal
FB0771
FB077126.CDF
cdf-fecal
FB0771
FB077127.CDF
cdf-fecal
FB0771
FB077128.CDF
cdf-fecal
FB0771
FB077129.CDF
cdf-fecal
FB0771
FB077130.CDF
cdf-fecal
FB0771
FB077131.CDF
cdf-fecal
FB0771
FB077132.CDF
cdf-fecal
FB0771
FB077133.CDF
cdf-fecal
FB0771
FB077134.CDF
cdf-fecal
FB0771
FB077135.CDF
cdf-fecal
FB0771
FB077136.CDF
cdf-fecal
FB0771
FB077137.CDF
cdf-fecal
FB0772
FB077201.CDF
cdf-fecal
FB0772
FB077202.CDF
cdf-fecal
FB0772
FB077203.CDF
cdf-fecal
FB0772
FB077204.CDF
cdf-fecal
FB0772
FB077205.CDF
cdf-fecal
FB0772
FB077206.CDF
cdf-fecal
FB0772
FB077207.CDF
cdf-fecal
FB0772
FB077208.CDF
cdf-fecal
FB0772
FB077209.CDF
cdf-fecal
FB0772
FB077210.CDF
cdf-fecal
FB0772
FB077211.CDF
cdf-fecal
FB0772
FB077212.CDF
cdf-fecal
FB0772
FB077213.CDF
cdf-fecal
FB0772
FB077214.CDF
cdf-fecal
FB0772
FB077215.CDF
cdf-fecal
FB0772
FB077216.CDF
cdf-fecal
FB0772
FB077217.CDF
cdf-fecal
FB0772
FB077218.CDF
cdf-fecal
FB0772
FB077219.CDF
cdf-fecal
FB0772
FB077220.CDF
cdf-fecal
FB0772
FB077221.CDF
cdf-fecal
FB0772
FB077222.CDF
cdf-fecal
FB0772
FB077223.CDF
cdf-fecal
FB0772
FB077224.CDF
cdf-fecal
FB0772
FB077225.CDF
cdf-fecal
FB0772
FB077226.CDF
cdf-fecal
FB0772
FB077227.CDF
cdf-fecal
FB0772
FB077228.CDF
cdf-fecal
FB0772
FB077229.CDF
cdf-fecal
FB0772
FB077230.CDF
cdf-fecal
FB0772
FB077231.CDF
cdf-fecal
FB0772
FB077232.CDF
cdf-fecal
FB0772
FB077233.CDF
cdf-fecal
FB0772
FB077234.CDF
cdf-fecal
FB0772
FB077235.CDF
cdf-fecal
FB0772
FB077236.CDF
cdf-fecal
FB0772
FB077237.CDF
cdf-fecal
FB0773
FB077301.CDF
cdf-fecal
FB0773
FB077302.CDF
cdf-fecal
FB0773
FB077303.CDF
cdf-fecal
FB0773
FB077304.CDF
cdf-fecal
FB0773
FB077305.CDF
cdf-fecal
FB0773
FB077306.CDF
cdf-fecal
FB0773
FB077307.CDF
cdf-fecal
FB0773
FB077308.CDF
cdf-fecal
FB0773
FB077309.CDF
cdf-fecal
FB0773
FB077310.CDF
cdf-fecal
FB0773
FB077311.CDF
cdf-fecal
FB0773
FB077312.CDF
cdf-fecal
FB0773
FB077313.CDF
cdf-fecal
FB0773
FB077314.CDF
cdf-fecal
FB0773
FB077315.CDF
cdf-fecal
FB0773
FB077316.CDF
cdf-fecal
FB0773
FB077317.CDF
cdf-fecal
FB0773
FB077318.CDF
cdf-fecal
FB0773
FB077319.CDF
cdf-fecal
FB0773
FB077320.CDF
cdf-fecal
FB0773
FB077321.CDF
cdf-fecal
FB0773
FB077322.CDF
cdf-fecal
FB0773
FB077323.CDF
cdf-fecal
FB0773
FB077324.CDF
cdf-fecal
FB0773
FB077325.CDF
cdf-fecal
FB0773
FB077326.CDF
cdf-fecal
FB0773
FB077327.CDF
cdf-fecal
FB0773
FB077328.CDF
cdf-fecal
FB0773
FB077329.CDF
cdf-fecal
FB0773
FB077330.CDF
cdf-fecal
FB0773
FB077331.CDF
cdf-fecal
FB0773
FB077332.CDF
cdf-fecal
FB0773
FB077333.CDF
cdf-fecal
FB0773
FB077334.CDF
cdf-fecal
FB0773
FB077335.CDF
cdf-fecal
FB0773
FB077336.CDF
cdf-fecal
FB0773
FB077337.CDF
cdf-fecal
FB0774
FB077401.CDF
cdf-fecal
FB0774
FB077402.CDF
cdf-fecal
FB0774
FB077403.CDF
cdf-fecal
FB0774
FB077404.CDF
cdf-fecal
FB0774
FB077405.CDF
cdf-fecal
FB0774
FB077406.CDF
cdf-fecal
FB0774
FB077407.CDF
cdf-fecal
FB0774
FB077408.CDF
cdf-fecal
FB0774
FB077409.CDF
cdf-fecal
FB0774
FB077410.CDF
cdf-fecal
FB0774
FB077411.CDF
cdf-fecal
FB0774
FB077412.CDF
cdf-fecal
FB0774
FB077413.CDF
cdf-fecal
FB0774
FB077414.CDF
cdf-fecal
FB0774
FB077415.CDF
cdf-fecal
FB0774
FB077416.CDF
cdf-fecal
FB0774
FB077417.CDF
cdf-fecal
FB0774
FB077418.CDF
cdf-fecal
FB0774
FB077419.CDF
cdf-fecal
FB0774
FB077420.CDF
cdf-fecal
FB0774
FB077421.CDF
cdf-fecal
FB0774
FB077422.CDF
cdf-fecal
FB0774
FB077423.CDF
cdf-fecal
FB0774
FB077424.CDF
cdf-fecal
FB0774
FB077425.CDF
cdf-fecal
FB0774
FB077426.CDF
cdf-fecal
FB0774
FB077427.CDF
cdf-fecal
FB0774
FB077428.CDF
cdf-fecal
FB0774
FB077429.CDF
cdf-fecal
FB0774
FB077430.CDF
cdf-fecal
FB0774
FB077431.CDF
cdf-fecal
FB0774
FB077432.CDF
cdf-fecal
FB0774
FB077433.CDF
cdf-fecal
FB0774
FB077434.CDF
cdf-fecal
FB0774
FB077435.CDF
cdf-fecal
FB0774
FB077436.CDF
cdf-fecal
FB0774
FB077437.CDF
cdf-fecal
FB0775
FB077501.CDF
cdf-fecal
FB0775
FB077502.CDF
cdf-fecal
FB0775
FB077503.CDF
cdf-fecal
FB0775
FB077504.CDF
cdf-fecal
FB0775
FB077505.CDF
cdf-fecal
FB0775
FB077506.CDF
cdf-fecal
FB0775
FB077507.CDF
cdf-fecal
FB0775
FB077508.CDF
cdf-fecal
FB0775
FB077509.CDF
cdf-fecal
FB0775
FB077510.CDF
cdf-fecal
FB0775
FB077511.CDF
cdf-fecal
FB0775
FB077512.CDF
cdf-fecal
FB0775
FB077513.CDF
cdf-fecal
FB0775
FB077514.CDF
cdf-fecal
FB0775
FB077515.CDF
cdf-fecal
FB0775
FB077516.CDF
cdf-fecal
FB0775
FB077517.CDF
cdf-fecal
FB0775
FB077518.CDF
cdf-fecal
FB0775
FB077519.CDF
cdf-fecal
FB0775
FB077520.CDF
cdf-fecal
FB0775
FB077521.CDF
cdf-fecal
FB0775
FB077522.CDF
cdf-fecal
FB0775
FB077523.CDF
cdf-fecal
FB0775
FB077524.CDF
cdf-fecal
FB0775
FB077525.CDF
cdf-fecal
FB0775
FB077526.CDF
cdf-fecal
FB0775
FB077527.CDF
cdf-fecal
FB0775
FB077528.CDF
cdf-fecal
FB0775
FB077529.CDF
cdf-fecal
FB0775
FB077530.CDF
cdf-fecal
FB0775
FB077531.CDF
cdf-fecal
FB0775
FB077532.CDF
cdf-fecal
FB0775
FB077533.CDF
cdf-fecal
FB0775
FB077534.CDF
cdf-fecal
FB0775
FB077535.CDF
cdf-fecal
FB0775
FB077536.CDF
cdf-fecal
FB0775
FB077537.CDF
cdf-fecal
FB0776
FB077601.CDF
cdf-fecal
FB0776
FB077602.CDF
cdf-fecal
FB0776
FB077603.CDF
cdf-fecal
FB0776
FB077604.CDF
cdf-fecal
FB0776
FB077605.CDF
cdf-fecal
FB0776
FB077606.CDF
cdf-fecal
FB0776
FB077607.CDF
cdf-fecal
FB0776
FB077608.CDF
cdf-fecal
FB0776
FB077609.CDF
cdf-fecal
FB0776
FB077610.CDF
cdf-fecal
FB0776
FB077611.CDF
cdf-fecal
FB0776
FB077612.CDF
cdf-fecal
FB0776
FB077613.CDF
cdf-fecal
FB0776
FB077614.CDF
cdf-fecal
FB0776
FB077615.CDF
cdf-fecal
FB0776
FB077616.CDF
cdf-fecal
FB0776
FB077617.CDF
cdf-fecal
FB0776
FB077618.CDF
cdf-fecal
FB0776
FB077619.CDF
cdf-fecal
FB0776
FB077620.CDF
cdf-fecal
FB0776
FB077621.CDF
cdf-fecal
FB0776
FB077622.CDF
cdf-fecal
FB0776
FB077623.CDF
cdf-fecal
FB0776
FB077624.CDF
cdf-fecal
FB0776
FB077625.CDF
cdf-fecal
FB0776
FB077626.CDF
cdf-fecal
FB0776
FB077627.CDF
cdf-fecal
FB0776
FB077628.CDF
cdf-fecal
FB0776
FB077629.CDF
cdf-fecal
FB0776
FB077630.CDF
cdf-fecal
FB0776
FB077631.CDF
cdf-fecal
FB0776
FB077632.CDF
cdf-fecal
FB0776
FB077633.CDF
cdf-fecal
FB0776
FB077634.CDF
cdf-fecal
FB0776
FB077635.CDF
cdf-fecal
FB0776
FB077636.CDF
cdf-fecal
FB0776
FB077637.CDF
cdf-fecal
FB0777
FB077701.CDF
cdf-fecal
FB0777
FB077702.CDF
cdf-fecal
FB0777
FB077703.CDF
cdf-fecal
FB0777
FB077704.CDF
cdf-fecal
FB0777
FB077705.CDF
cdf-fecal
FB0777
FB077706.CDF
cdf-fecal
FB0777
FB077707.CDF
cdf-fecal
FB0777
FB077708.CDF
cdf-fecal
FB0777
FB077709.CDF
cdf-fecal
FB0777
FB077710.CDF
cdf-fecal
FB0777
FB077711.CDF
cdf-fecal
FB0777
FB077712.CDF
cdf-fecal
FB0777
FB077713.CDF
cdf-fecal
FB0777
FB077714.CDF
cdf-fecal
FB0777
FB077715.CDF
cdf-fecal
FB0777
FB077716.CDF
cdf-fecal
FB0777
FB077717.CDF
cdf-fecal
FB0777
FB077718.CDF
cdf-fecal
FB0777
FB077719.CDF
cdf-fecal
FB0777
FB077720.CDF
cdf-fecal
FB0777
FB077721.CDF
cdf-fecal
FB0777
FB077722.CDF
cdf-fecal
FB0777
FB077723.CDF
cdf-fecal
FB0777
FB077724.CDF
cdf-fecal
FB0777
FB077725.CDF
cdf-fecal
FB0777
FB077726.CDF
cdf-fecal
FB0777
FB077727.CDF
cdf-fecal
FB0777
FB077728.CDF
cdf-fecal
FB0777
FB077729.CDF
cdf-fecal
FB0777
FB077730.CDF
cdf-fecal
FB0777
FB077731.CDF
cdf-fecal
FB0777
FB077732.CDF
cdf-fecal
FB0777
FB077733.CDF
cdf-fecal
FB0777
FB077734.CDF
cdf-fecal
FB0777
FB077735.CDF
cdf-fecal
FB0777
FB077736.CDF
cdf-fecal
FB0777
FB077737.CDF
cdf-fecal
FB0778
FB077801.CDF
cdf-fecal
FB0778
FB077802.CDF
cdf-fecal
FB0778
FB077803.CDF
cdf-fecal
FB0778
FB077804.CDF
cdf-fecal
FB0778
FB077805.CDF
cdf-fecal
FB0778
FB077806.CDF
cdf-fecal
FB0778
FB077807.CDF
cdf-fecal
FB0778
FB077808.CDF
cdf-fecal
FB0778
FB077809.CDF
cdf-fecal
FB0778
FB077810.CDF
cdf-fecal
FB0778
FB077811.CDF
cdf-fecal
FB0778
FB077812.CDF
cdf-fecal
FB0778
FB077813.CDF
cdf-fecal
FB0778
FB077814.CDF
cdf-fecal
FB0778
FB077815.CDF
cdf-fecal
FB0778
FB077816.CDF
cdf-fecal
FB0778
FB077817.CDF
cdf-fecal
FB0778
FB077818.CDF
cdf-fecal
FB0778
FB077819.CDF
cdf-fecal
FB0778
FB077820.CDF
cdf-fecal
FB0778
FB077821.CDF
cdf-fecal
FB0778
FB077822.CDF
cdf-fecal
FB0778
FB077823.CDF
cdf-fecal
FB0778
FB077824.CDF
cdf-fecal
FB0778
FB077825.CDF
cdf-fecal
FB0778
FB077826.CDF
cdf-fecal
FB0778
FB077827.CDF
cdf-fecal
FB0778
FB077828.CDF
cdf-fecal
FB0778
FB077829.CDF
cdf-fecal
FB0778
FB077830.CDF
cdf-fecal
FB0778
FB077831.CDF
cdf-fecal
FB0778
FB077832.CDF
cdf-fecal
FB0778
FB077833.CDF
cdf-fecal
FB0778
FB077834.CDF
cdf-fecal
FB0778
FB077835.CDF
cdf-fecal
FB0778
FB077836.CDF
cdf-fecal
FB0778
FB077837.CDF
cdf-fecal
FB0779
FB077901.CDF
cdf-fecal
FB0779
FB077902.CDF
cdf-fecal
FB0779
FB077903.CDF
cdf-fecal
FB0779
FB077904.CDF
cdf-fecal
FB0779
FB077905.CDF
cdf-fecal
FB0779
FB077906.CDF
cdf-fecal
FB0779
FB077907.CDF
cdf-fecal
FB0779
FB077908.CDF
cdf-fecal
FB0779
FB077909.CDF
cdf-fecal
FB0779
FB077910.CDF
cdf-fecal
FB0779
FB077911.CDF
cdf-fecal
FB0779
FB077912.CDF
cdf-fecal
FB0779
FB077913.CDF
cdf-fecal
FB0779
FB077914.CDF
cdf-fecal
FB0779
FB077915.CDF
cdf-fecal
FB0779
FB077916.CDF
cdf-fecal
FB0779
FB077917.CDF
cdf-fecal
FB0779
FB077918.CDF
cdf-fecal
FB0779
FB077919.CDF
cdf-fecal
FB0779
FB077920.CDF
cdf-fecal
FB0779
FB077921.CDF
cdf-fecal
FB0779
FB077922.CDF
cdf-fecal
FB0779
FB077923.CDF
cdf-fecal
FB0779
FB077924.CDF
cdf-fecal
FB0779
FB077925.CDF
cdf-fecal
FB0779
FB077926.CDF
cdf-fecal
FB0779
FB077927.CDF
cdf-fecal
FB0779
FB077928.CDF
cdf-fecal
FB0779
FB077929.CDF
cdf-fecal
FB0779
FB077930.CDF
cdf-fecal
FB0779
FB077931.CDF
cdf-fecal
FB0779
FB077932.CDF
cdf-fecal
FB0779
FB077933.CDF
cdf-fecal
FB0779
FB077934.CDF
cdf-fecal
FB0779
FB077935.CDF
cdf-fecal
FB0779
FB077936.CDF
cdf-fecal
FB0779
FB077937.CDF
cdf-fecal
FB0780
FB078001.CDF
cdf-fecal
FB0780
FB078002.CDF
cdf-fecal
FB0780
FB078003.CDF
cdf-fecal
FB0780
FB078004.CDF
cdf-fecal
FB0780
FB078005.CDF
cdf-fecal
FB0780
FB078006.CDF
cdf-fecal
FB0780
FB078007.CDF
cdf-fecal
FB0780
FB078008.CDF
cdf-fecal
FB0780
FB078009.CDF
cdf-fecal
FB0780
FB078010.CDF
cdf-fecal
FB0780
FB078011.CDF
cdf-fecal
FB0780
FB078012.CDF
cdf-fecal
FB0780
FB078013.CDF
cdf-fecal
FB0780
FB078014.CDF
cdf-fecal
FB0780
FB078015.CDF
cdf-fecal
FB0780
FB078016.CDF
cdf-fecal
FB0780
FB078017.CDF
cdf-fecal
FB0780
FB078018.CDF
cdf-fecal
FB0780
FB078019.CDF
cdf-fecal
FB0780
FB078020.CDF
cdf-fecal
FB0780
FB078021.CDF
cdf-fecal
FB0780
FB078022.CDF
cdf-fecal
FB0780
FB078023.CDF
cdf-fecal
FB0780
FB078024.CDF
cdf-fecal
FB0780
FB078025.CDF
cdf-fecal
FB0780
FB078026.CDF
cdf-fecal
FB0780
FB078027.CDF
cdf-fecal
FB0780
FB078028.CDF
cdf-fecal
FB0780
FB078029.CDF
cdf-fecal
FB0780
FB078030.CDF
cdf-fecal
FB0780
FB078031.CDF
cdf-fecal
FB0780
FB078032.CDF
cdf-fecal
FB0780
FB078033.CDF
cdf-fecal
FB0780
FB078034.CDF
cdf-fecal
FB0780
FB078035.CDF
cdf-fecal
FB0780
FB078036.CDF
cdf-fecal
FB0780
FB078037.CDF
cdf-fecal
FB0781
FB078101.CDF
cdf-fecal
FB0781
FB078102.CDF
cdf-fecal
FB0781
FB078103.CDF
cdf-fecal
FB0781
FB078104.CDF
cdf-fecal
FB0781
FB078105.CDF
cdf-fecal
FB0781
FB078106.CDF
cdf-fecal
FB0781
FB078107.CDF
cdf-fecal
FB0781
FB078108.CDF
cdf-fecal
FB0781
FB078109.CDF
cdf-fecal
FB0781
FB078110.CDF
cdf-fecal
FB0781
FB078111.CDF
cdf-fecal
FB0781
FB078112.CDF
cdf-fecal
FB0781
FB078113.CDF
cdf-fecal
FB0781
FB078114.CDF
cdf-fecal
FB0781
FB078115.CDF
cdf-fecal
FB0781
FB078116.CDF
cdf-fecal
FB0781
FB078117.CDF
cdf-fecal
FB0781
FB078118.CDF
cdf-fecal
FB0781
FB078119.CDF
cdf-fecal
FB0781
FB078120.CDF
cdf-fecal
FB0781
FB078121.CDF
cdf-fecal
FB0781
FB078122.CDF
cdf-fecal
FB0781
FB078123.CDF
cdf-fecal
FB0781
FB078124.CDF
cdf-fecal
FB0781
FB078125.CDF
cdf-fecal
FB0781
FB078126.CDF
cdf-fecal
FB0781
FB078127.CDF
cdf-fecal
FB0781
FB078128.CDF
cdf-fecal
FB0781
FB078129.CDF
cdf-fecal
FB0781
FB078130.CDF
cdf-fecal
FB0781
FB078131.CDF
cdf-fecal
FB0781
FB078132.CDF
cdf-fecal
FB0781
FB078133.CDF
cdf-fecal
FB0781
FB078134.CDF
cdf-fecal
FB0781
FB078135.CDF
cdf-fecal
FB0781
FB078136.CDF
cdf-fecal
FB0781
FB078137.CDF
cdf-fecal
FB0782
FB078201.CDF
cdf-fecal
FB0782
FB078202.CDF
cdf-fecal
FB0782
FB078203.CDF
cdf-fecal
FB0782
FB078204.CDF
cdf-fecal
FB0782
FB078205.CDF
cdf-fecal
FB0782
FB078206.CDF
cdf-fecal
FB0782
FB078207.CDF
cdf-fecal
FB0782
FB078208.CDF
cdf-fecal
FB0782
FB078209.CDF
cdf-fecal
FB0782
FB078210.CDF
cdf-fecal
FB0782
FB078211.CDF
cdf-fecal
FB0782
FB078212.CDF
cdf-fecal
FB0782
FB078213.CDF
cdf-fecal
FB0782
FB078214.CDF
cdf-fecal
FB0782
FB078215.CDF
cdf-fecal
FB0782
FB078216.CDF
cdf-fecal
FB0782
FB078217.CDF
cdf-fecal
FB0782
FB078218.CDF
cdf-fecal
FB0782
FB078219.CDF
cdf-fecal
FB0782
FB078220.CDF
cdf-fecal
FB0782
FB078221.CDF
cdf-fecal
FB0782
FB078222.CDF
cdf-fecal
FB0782
FB078223.CDF
cdf-fecal
FB0782
FB078224.CDF
cdf-fecal
FB0782
FB078225.CDF
cdf-fecal
FB0782
FB078226.CDF
cdf-fecal
FB0782
FB078227.CDF
cdf-fecal
FB0782
FB078228.CDF
cdf-fecal
FB0782
FB078229.CDF
cdf-fecal
FB0782
FB078230.CDF
cdf-fecal
FB0782
FB078231.CDF
cdf-fecal
FB0782
FB078232.CDF
cdf-fecal
FB0782
FB078233.CDF
cdf-fecal
FB0782
FB078234.CDF
cdf-fecal
FB0782
FB078235.CDF
cdf-fecal
FB0782
FB078236.CDF
cdf-fecal
FB0782
FB078237.CDF
cdf-fecal
FB0783
FB078301.CDF
cdf-fecal
FB0783
FB078302.CDF
cdf-fecal
FB0783
FB078303.CDF
cdf-fecal
FB0783
FB078304.CDF
cdf-fecal
FB0783
FB078305.CDF
cdf-fecal
FB0783
FB078306.CDF
cdf-fecal
FB0783
FB078307.CDF
cdf-fecal
FB0783
FB078308.CDF
cdf-fecal
FB0783
FB078309.CDF
cdf-fecal
FB0783
FB078310.CDF
cdf-fecal
FB0783
FB078311.CDF
cdf-fecal
FB0783
FB078312.CDF
cdf-fecal
FB0783
FB078313.CDF
cdf-fecal
FB0783
FB078314.CDF
cdf-fecal
FB0783
FB078315.CDF
cdf-fecal
FB0783
FB078316.CDF
cdf-fecal
FB0783
FB078317.CDF
cdf-fecal
FB0783
FB078318.CDF
cdf-fecal
FB0783
FB078319.CDF
cdf-fecal
FB0783
FB078320.CDF
cdf-fecal
FB0783
FB078321.CDF
cdf-fecal
FB0783
FB078322.CDF
cdf-fecal
FB0783
FB078323.CDF
cdf-fecal
FB0783
FB078324.CDF
cdf-fecal
FB0783
FB078325.CDF
cdf-fecal
FB0783
FB078326.CDF
cdf-fecal
FB0783
FB078327.CDF
cdf-fecal
FB0783
FB078328.CDF
cdf-fecal
FB0783
FB078329.CDF
cdf-fecal
FB0783
FB078330.CDF
cdf-fecal
FB0783
FB078331.CDF
cdf-fecal
FB0783
FB078332.CDF
cdf-fecal
FB0783
FB078333.CDF
cdf-fecal
FB0783
FB078334.CDF
cdf-fecal
FB0783
FB078335.CDF
cdf-fecal
FB0783
FB078336.CDF
cdf-fecal
FB0783
FB078337.CDF
cdf-fecal
FB0784
FB078401.CDF
cdf-fecal
FB0784
FB078402.CDF
cdf-fecal
FB0784
FB078403.CDF
cdf-fecal
FB0784
FB078404.CDF
cdf-fecal
FB0784
FB078405.CDF
cdf-fecal
FB0784
FB078406.CDF
cdf-fecal
FB0784
FB078407.CDF
cdf-fecal
FB0784
FB078408.CDF
cdf-fecal
FB0784
FB078409.CDF
cdf-fecal
FB0784
FB078410.CDF
cdf-fecal
FB0784
FB078411.CDF
cdf-fecal
FB0784
FB078412.CDF
cdf-fecal
FB0784
FB078413.CDF
cdf-fecal
FB0784
FB078414.CDF
cdf-fecal
FB0784
FB078415.CDF
cdf-fecal
FB0784
FB078416.CDF
cdf-fecal
FB0784
FB078417.CDF
cdf-fecal
FB0784
FB078418.CDF
cdf-fecal
FB0784
FB078419.CDF
cdf-fecal
FB0784
FB078420.CDF
cdf-fecal
FB0784
FB078421.CDF
cdf-fecal
FB0784
FB078422.CDF
cdf-fecal
FB0784
FB078423.CDF
cdf-fecal
FB0784
FB078424.CDF
cdf-fecal
FB0784
FB078425.CDF
cdf-fecal
FB0784
FB078426.CDF
cdf-fecal
FB0784
FB078427.CDF
cdf-fecal
FB0784
FB078428.CDF
cdf-fecal
FB0784
FB078429.CDF
cdf-fecal
FB0784
FB078430.CDF
cdf-fecal
FB0784
FB078431.CDF
cdf-fecal
FB0784
FB078432.CDF
cdf-fecal
FB0784
FB078433.CDF
cdf-fecal
FB0784
FB078434.CDF
cdf-fecal
FB0784
FB078435.CDF
cdf-fecal
FB0784
FB078436.CDF
cdf-fecal
FB0784
FB078437.CDF
cdf-fecal
FB0785
FB078501.CDF
cdf-fecal
FB0785
FB078502.CDF
cdf-fecal
FB0785
FB078503.CDF
cdf-fecal
FB0785
FB078504.CDF
cdf-fecal
FB0785
FB078505.CDF
cdf-fecal
FB0785
FB078506.CDF
cdf-fecal
FB0785
FB078507.CDF
cdf-fecal
FB0785
FB078508.CDF
cdf-fecal
FB0785
FB078509.CDF
cdf-fecal
FB0785
FB078510.CDF
cdf-fecal
FB0785
FB078511.CDF
cdf-fecal
FB0785
FB078512.CDF
cdf-fecal
FB0785
FB078513.CDF
cdf-fecal
FB0785
FB078514.CDF
cdf-fecal
FB0785
FB078515.CDF
cdf-fecal
FB0785
FB078516.CDF
cdf-fecal
FB0785
FB078517.CDF
cdf-fecal
FB0785
FB078518.CDF
cdf-fecal
FB0785
FB078519.CDF
cdf-fecal
FB0785
FB078520.CDF
cdf-fecal
FB0785
FB078521.CDF
cdf-fecal
FB0785
FB078522.CDF
cdf-fecal
FB0785
FB078523.CDF
cdf-fecal
FB0785
FB078524.CDF
cdf-fecal
FB0785
FB078525.CDF
cdf-fecal
FB0785
FB078526.CDF
cdf-fecal
FB0785
FB078527.CDF
cdf-fecal
FB0785
FB078528.CDF
cdf-fecal
FB0785
FB078529.CDF
cdf-fecal
FB0785
FB078530.CDF
cdf-fecal
FB0785
FB078531.CDF
cdf-fecal
FB0785
FB078532.CDF
cdf-fecal
FB0785
FB078533.CDF
cdf-fecal
FB0785
FB078534.CDF
cdf-fecal
FB0785
FB078535.CDF
cdf-fecal
FB0785
FB078536.CDF
cdf-fecal
FB0785
FB078537.CDF
cdf-fecal
FB0786
FB078601.CDF
cdf-fecal
FB0786
FB078602.CDF
cdf-fecal
FB0786
FB078603.CDF
cdf-fecal
FB0786
FB078604.CDF
cdf-fecal
FB0786
FB078605.CDF
cdf-fecal
FB0786
FB078606.CDF
cdf-fecal
FB0786
FB078607.CDF
cdf-fecal
FB0786
FB078608.CDF
cdf-fecal
FB0786
FB078609.CDF
cdf-fecal
FB0786
FB078610.CDF
cdf-fecal
FB0786
FB078611.CDF
cdf-fecal
FB0786
FB078612.CDF
cdf-fecal
FB0786
FB078613.CDF
cdf-fecal
FB0786
FB078614.CDF
cdf-fecal
FB0786
FB078615.CDF
cdf-fecal
FB0786
FB078616.CDF
cdf-fecal
FB0786
FB078617.CDF
cdf-fecal
FB0786
FB078618.CDF
cdf-fecal
FB0786
FB078619.CDF
cdf-fecal
FB0786
FB078620.CDF
cdf-fecal
FB0786
FB078621.CDF
cdf-fecal
FB0786
FB078622.CDF
cdf-fecal
FB0786
FB078623.CDF
cdf-fecal
FB0786
FB078624.CDF
cdf-fecal
FB0786
FB078625.CDF
cdf-fecal
FB0786
FB078626.CDF
cdf-fecal
FB0786
FB078627.CDF
cdf-fecal
FB0786
FB078628.CDF
cdf-fecal
FB0786
FB078629.CDF
cdf-fecal
FB0786
FB078630.CDF
cdf-fecal
FB0786
FB078631.CDF
cdf-fecal
FB0786
FB078632.CDF
cdf-fecal
FB0786
FB078633.CDF
cdf-fecal
FB0786
FB078634.CDF
cdf-fecal
FB0786
FB078635.CDF
cdf-fecal
FB0786
FB078636.CDF
cdf-fecal
FB0786
FB078637.CDF
cdf-fecal
FB0787
FB078701.CDF
cdf-fecal
FB0787
FB078702.CDF
cdf-fecal
FB0787
FB078703.CDF
cdf-fecal
FB0787
FB078704.CDF
cdf-fecal
FB0787
FB078705.CDF
cdf-fecal
FB0787
FB078706.CDF
cdf-fecal
FB0787
FB078707.CDF
cdf-fecal
FB0787
FB078708.CDF
cdf-fecal
FB0787
FB078709.CDF
cdf-fecal
FB0787
FB078710.CDF
cdf-fecal
FB0787
FB078711.CDF
cdf-fecal
FB0787
FB078712.CDF
cdf-fecal
FB0787
FB078713.CDF
cdf-fecal
FB0787
FB078714.CDF
cdf-fecal
FB0787
FB078715.CDF
cdf-fecal
FB0787
FB078716.CDF
cdf-fecal
FB0787
FB078717.CDF
cdf-fecal
FB0787
FB078718.CDF
cdf-fecal
FB0787
FB078719.CDF
cdf-fecal
FB0787
FB078720.CDF
cdf-fecal
FB0787
FB078721.CDF
cdf-fecal
FB0787
FB078722.CDF
cdf-fecal
FB0787
FB078723.CDF
cdf-fecal
FB0787
FB078724.CDF
cdf-fecal
FB0787
FB078725.CDF
cdf-fecal
FB0787
FB078726.CDF
cdf-fecal
FB0787
FB078727.CDF
cdf-fecal
FB0787
FB078728.CDF
cdf-fecal
FB0787
FB078729.CDF
cdf-fecal
FB0787
FB078730.CDF
cdf-fecal
FB0787
FB078731.CDF
cdf-fecal
FB0787
FB078732.CDF
cdf-fecal
FB0787
FB078733.CDF
cdf-fecal
FB0787
FB078734.CDF
cdf-fecal
FB0787
FB078735.CDF
cdf-fecal
FB0787
FB078736.CDF
cdf-fecal
FB0787
FB078737.CDF
cdf-fecal
FB0788
FB078801.CDF
cdf-fecal
FB0788
FB078802.CDF
cdf-fecal
FB0788
FB078803.CDF
cdf-fecal
FB0788
FB078804.CDF
cdf-fecal
FB0788
FB078805.CDF
cdf-fecal
FB0788
FB078806.CDF
cdf-fecal
FB0788
FB078807.CDF
cdf-fecal
FB0788
FB078808.CDF
cdf-fecal
FB0788
FB078809.CDF
cdf-fecal
FB0788
FB078810.CDF
cdf-fecal
FB0788
FB078811.CDF
cdf-fecal
FB0788
FB078812.CDF
cdf-fecal
FB0788
FB078813.CDF
cdf-fecal
FB0788
FB078814.CDF
cdf-fecal
FB0788
FB078815.CDF
cdf-fecal
FB0788
FB078816.CDF
cdf-fecal
FB0788
FB078817.CDF
cdf-fecal
FB0788
FB078818.CDF
cdf-fecal
FB0788
FB078819.CDF
cdf-fecal
FB0788
FB078820.CDF
cdf-fecal
FB0788
FB078821.CDF
cdf-fecal
FB0788
FB078822.CDF
cdf-fecal
FB0788
FB078823.CDF
cdf-fecal
FB0788
FB078824.CDF
cdf-fecal
FB0788
FB078825.CDF
cdf-fecal
FB0788
FB078826.CDF
cdf-fecal
FB0788
FB078827.CDF
cdf-fecal
FB0788
FB078828.CDF
cdf-fecal
FB0788
FB078829.CDF
cdf-fecal
FB0788
FB078830.CDF
cdf-fecal
FB0788
FB078831.CDF
cdf-fecal
FB0788
FB078832.CDF
cdf-fecal
FB0788
FB078833.CDF
cdf-fecal
FB0788
FB078834.CDF
cdf-fecal
FB0788
FB078835.CDF
cdf-fecal
FB0788
FB078836.CDF
cdf-fecal
FB0788
FB078837.CDF
cdf-fecal
FB0789
FB078901.CDF
cdf-fecal
FB0789
FB078902.CDF
cdf-fecal
FB0789
FB078903.CDF
cdf-fecal
FB0789
FB078904.CDF
cdf-fecal
FB0789
FB078905.CDF
cdf-fecal
FB0789
FB078906.CDF
cdf-fecal
FB0789
FB078907.CDF
cdf-fecal
FB0789
FB078908.CDF
cdf-fecal
FB0789
FB078909.CDF
cdf-fecal
FB0789
FB078910.CDF
cdf-fecal
FB0789
FB078911.CDF
cdf-fecal
FB0789
FB078912.CDF
cdf-fecal
FB0789
FB078913.CDF
cdf-fecal
FB0789
FB078914.CDF
cdf-fecal
FB0789
FB078915.CDF
cdf-fecal
FB0789
FB078916.CDF
cdf-fecal
FB0789
FB078917.CDF
cdf-fecal
FB0789
FB078918.CDF
cdf-fecal
FB0789
FB078919.CDF
cdf-fecal
FB0789
FB078920.CDF
cdf-fecal
FB0789
FB078921.CDF
cdf-fecal
FB0789
FB078922.CDF
cdf-fecal
FB0789
FB078923.CDF
cdf-fecal
FB0789
FB078924.CDF
cdf-fecal
FB0789
FB078925.CDF
cdf-fecal
FB0789
FB078926.CDF
cdf-fecal
FB0789
FB078927.CDF
cdf-fecal
FB0789
FB078928.CDF
cdf-fecal
FB0789
FB078929.CDF
cdf-fecal
FB0789
FB078930.CDF
cdf-fecal
FB0789
FB078931.CDF
cdf-fecal
FB0789
FB078932.CDF
cdf-fecal
FB0789
FB078933.CDF
cdf-fecal
FB0789
FB078934.CDF
cdf-fecal
FB0789
FB078935.CDF
cdf-fecal
FB0789
FB078936.CDF
cdf-fecal
FB0789
FB078937.CDF
cdf-fecal
FB0790
FB079001.CDF
cdf-fecal
FB0790
FB079002.CDF
cdf-fecal
FB0790
FB079003.CDF
cdf-fecal
FB0790
FB079004.CDF
cdf-fecal
FB0790
FB079005.CDF
cdf-fecal
FB0790
FB079006.CDF
cdf-fecal
FB0790
FB079007.CDF
cdf-fecal
FB0790
FB079008.CDF
cdf-fecal
FB0790
FB079009.CDF
cdf-fecal
FB0790
FB079010.CDF
cdf-fecal
FB0790
FB079011.CDF
cdf-fecal
FB0790
FB079012.CDF
cdf-fecal
FB0790
FB079013.CDF
cdf-fecal
FB0790
FB079014.CDF
cdf-fecal
FB0790
FB079015.CDF
cdf-fecal
FB0790
FB079016.CDF
cdf-fecal
FB0790
FB079017.CDF
cdf-fecal
FB0790
FB079018.CDF
cdf-fecal
FB0790
FB079019.CDF
cdf-fecal
FB0790
FB079020.CDF
cdf-fecal
FB0790
FB079021.CDF
cdf-fecal
FB0790
FB079022.CDF
cdf-fecal
FB0790
FB079023.CDF
cdf-fecal
FB0790
FB079024.CDF
cdf-fecal
FB0790
FB079025.CDF
cdf-fecal
FB0790
FB079026.CDF
cdf-fecal
FB0790
FB079027.CDF
cdf-fecal
FB0790
FB079028.CDF
cdf-fecal
FB0790
FB079029.CDF
cdf-fecal
FB0790
FB079030.CDF
cdf-fecal
FB0790
FB079031.CDF
cdf-fecal
FB0790
FB079032.CDF
cdf-fecal
FB0790
FB079033.CDF
cdf-fecal
FB0790
FB079034.CDF
cdf-fecal
FB0790
FB079035.CDF
cdf-fecal
FB0790
FB079036.CDF
cdf-fecal
FB0790
FB079037.CDF
cdf-fecal
FB0791
FB079101.CDF
cdf-fecal
FB0791
FB079102.CDF
cdf-fecal
FB0791
FB079103.CDF
cdf-fecal
FB0791
FB079104.CDF
cdf-fecal
FB0791
FB079105.CDF
cdf-fecal
FB0791
FB079106.CDF
cdf-fecal
FB0791
FB079107.CDF
cdf-fecal
FB0791
FB079108.CDF
cdf-fecal
FB0791
FB079109.CDF
cdf-fecal
FB0791
FB079110.CDF
cdf-fecal
FB0791
FB079111.CDF
cdf-fecal
FB0791
FB079112.CDF
cdf-fecal
FB0791
FB079113.CDF
cdf-fecal
FB0791
FB079114.CDF
cdf-fecal
FB0791
FB079115.CDF
cdf-fecal
FB0791
FB079116.CDF
cdf-fecal
FB0791
FB079117.CDF
cdf-fecal
FB0791
FB079118.CDF
cdf-fecal
FB0791
FB079119.CDF
cdf-fecal
FB0791
FB079120.CDF
cdf-fecal
FB0791
FB079121.CDF
cdf-fecal
FB0791
FB079122.CDF
cdf-fecal
FB0791
FB079123.CDF
cdf-fecal
FB0791
FB079124.CDF
cdf-fecal
FB0791
FB079125.CDF
cdf-fecal
FB0791
FB079126.CDF
cdf-fecal
FB0791
FB079127.CDF
cdf-fecal
FB0791
FB079128.CDF
cdf-fecal
FB0791
FB079129.CDF
cdf-fecal
FB0791
FB079130.CDF
cdf-fecal
FB0791
FB079131.CDF
cdf-fecal
FB0791
FB079132.CDF
cdf-fecal
FB0791
FB079133.CDF
cdf-fecal
FB0791
FB079134.CDF
cdf-fecal
FB0791
FB079135.CDF
cdf-fecal
FB0791
FB079136.CDF
cdf-fecal
FB0791
FB079137.CDF
cdf-fecal
FB0792
FB079201.CDF
cdf-fecal
FB0792
FB079202.CDF
cdf-fecal
FB0792
FB079203.CDF
cdf-fecal
FB0792
FB079204.CDF
cdf-fecal
FB0792
FB079205.CDF
cdf-fecal
FB0792
FB079206.CDF
cdf-fecal
FB0792
FB079207.CDF
cdf-fecal
FB0792
FB079208.CDF
cdf-fecal
FB0792
FB079209.CDF
cdf-fecal
FB0792
FB079210.CDF
cdf-fecal
FB0792
FB079211.CDF
cdf-fecal
FB0792
FB079212.CDF
cdf-fecal
FB0792
FB079213.CDF
cdf-fecal
FB0792
FB079214.CDF
cdf-fecal
FB0792
FB079215.CDF
cdf-fecal
FB0792
FB079216.CDF
cdf-fecal
FB0792
FB079217.CDF
cdf-fecal
FB0792
FB079218.CDF
cdf-fecal
FB0792
FB079219.CDF
cdf-fecal
FB0792
FB079220.CDF
cdf-fecal
FB0792
FB079221.CDF
cdf-fecal
FB0792
FB079222.CDF
cdf-fecal
FB0792
FB079223.CDF
cdf-fecal
FB0792
FB079224.CDF
cdf-fecal
FB0792
FB079225.CDF
cdf-fecal
FB0792
FB079226.CDF
cdf-fecal
FB0792
FB079227.CDF
cdf-fecal
FB0792
FB079228.CDF
cdf-fecal
FB0792
FB079229.CDF
cdf-fecal
FB0792
FB079230.CDF
cdf-fecal
FB0792
FB079231.CDF
cdf-fecal
FB0792
FB079232.CDF
cdf-fecal
FB0792
FB079233.CDF
cdf-fecal
FB0792
FB079234.CDF
cdf-fecal
FB0792
FB079235.CDF
cdf-fecal
FB0792
FB079236.CDF
cdf-fecal
FB0792
FB079237.CDF
cdf-fecal
FB0793
FB079301.CDF
cdf-fecal
FB0793
FB079302.CDF
cdf-fecal
FB0793
FB079303.CDF
cdf-fecal
FB0793
FB079304.CDF
cdf-fecal
FB0793
FB079305.CDF
cdf-fecal
FB0793
FB079306.CDF
cdf-fecal
FB0793
FB079307.CDF
cdf-fecal
FB0793
FB079308.CDF
cdf-fecal
FB0793
FB079309.CDF
cdf-fecal
FB0793
FB079310.CDF
cdf-fecal
FB0793
FB079311.CDF
cdf-fecal
FB0793
FB079312.CDF
cdf-fecal
FB0793
FB079313.CDF
cdf-fecal
FB0793
FB079314.CDF
cdf-fecal
FB0793
FB079315.CDF
cdf-fecal
FB0793
FB079316.CDF
cdf-fecal
FB0793
FB079317.CDF
cdf-fecal
FB0793
FB079318.CDF
cdf-fecal
FB0793
FB079319.CDF
cdf-fecal
FB0793
FB079320.CDF
cdf-fecal
FB0793
FB079321.CDF
cdf-fecal
FB0793
FB079322.CDF
cdf-fecal
FB0793
FB079323.CDF
cdf-fecal
FB0793
FB079324.CDF
cdf-fecal
FB0793
FB079325.CDF
cdf-fecal
FB0793
FB079326.CDF
cdf-fecal
FB0793
FB079327.CDF
cdf-fecal
FB0793
FB079328.CDF
cdf-fecal
FB0793
FB079329.CDF
cdf-fecal
FB0793
FB079330.CDF
cdf-fecal
FB0793
FB079331.CDF
cdf-fecal
FB0793
FB079332.CDF
cdf-fecal
FB0793
FB079333.CDF
cdf-fecal
FB0793
FB079334.CDF
cdf-fecal
FB0793
FB079335.CDF
cdf-fecal
FB0793
FB079336.CDF
cdf-fecal
FB0793
FB079337.CDF
cdf-fecal
FB0794
FB079401.CDF
cdf-fecal
FB0794
FB079402.CDF
cdf-fecal
FB0794
FB079403.CDF
cdf-fecal
FB0794
FB079404.CDF
cdf-fecal
FB0794
FB079405.CDF
cdf-fecal
FB0794
FB079406.CDF
cdf-fecal
FB0794
FB079407.CDF
cdf-fecal
FB0794
FB079408.CDF
cdf-fecal
FB0794
FB079409.CDF
cdf-fecal
FB0794
FB079410.CDF
cdf-fecal
FB0794
FB079411.CDF
cdf-fecal
FB0794
FB079412.CDF
cdf-fecal
FB0794
FB079413.CDF
cdf-fecal
FB0794
FB079414.CDF
cdf-fecal
FB0794
FB079415.CDF
cdf-fecal
FB0794
FB079416.CDF
cdf-fecal
FB0794
FB079417.CDF
cdf-fecal
FB0794
FB079418.CDF
cdf-fecal
FB0794
FB079419.CDF
cdf-fecal
FB0794
FB079420.CDF
cdf-fecal
FB0794
FB079421.CDF
cdf-fecal
FB0794
FB079422.CDF
cdf-fecal
FB0794
FB079423.CDF
cdf-fecal
FB0794
FB079424.CDF
cdf-fecal
FB0794
FB079425.CDF
cdf-fecal
FB0794
FB079426.CDF
cdf-fecal
FB0794
FB079427.CDF
cdf-fecal
FB0794
FB079428.CDF
cdf-fecal
FB0794
FB079429.CDF
cdf-fecal
FB0794
FB079430.CDF
cdf-fecal
FB0794
FB079431.CDF
cdf-fecal
FB0794
FB079432.CDF
cdf-fecal
FB0794
FB079433.CDF
cdf-fecal
FB0794
FB079434.CDF
cdf-fecal
FB0794
FB079435.CDF
cdf-fecal
FB0794
FB079436.CDF
cdf-fecal
FB0794
FB079437.CDF
cdf-fecal
FB0795
FB079501.CDF
cdf-fecal
FB0795
FB079502.CDF
cdf-fecal
FB0795
FB079503.CDF
cdf-fecal
FB0795
FB079504.CDF
cdf-fecal
FB0795
FB079505.CDF
cdf-fecal
FB0795
FB079506.CDF
cdf-fecal
FB0795
FB079507.CDF
cdf-fecal
FB0795
FB079508.CDF
cdf-fecal
FB0795
FB079509.CDF
cdf-fecal
FB0795
FB079510.CDF
cdf-fecal
FB0795
FB079511.CDF
cdf-fecal
FB0795
FB079512.CDF
cdf-fecal
FB0795
FB079513.CDF
cdf-fecal
FB0795
FB079514.CDF
cdf-fecal
FB0795
FB079515.CDF
cdf-fecal
FB0795
FB079516.CDF
cdf-fecal
FB0795
FB079517.CDF
cdf-fecal
FB0795
FB079518.CDF
cdf-fecal
FB0795
FB079519.CDF
cdf-fecal
FB0795
FB079520.CDF
cdf-fecal
FB0795
FB079521.CDF
cdf-fecal
FB0795
FB079522.CDF
cdf-fecal
FB0795
FB079523.CDF
cdf-fecal
FB0795
FB079524.CDF
cdf-fecal
FB0795
FB079525.CDF
cdf-fecal
FB0795
FB079526.CDF
cdf-fecal
FB0795
FB079527.CDF
cdf-fecal
FB0795
FB079528.CDF
cdf-fecal
FB0795
FB079529.CDF
cdf-fecal
FB0795
FB079530.CDF
cdf-fecal
FB0795
FB079531.CDF
cdf-fecal
FB0795
FB079532.CDF
cdf-fecal
FB0795
FB079533.CDF
cdf-fecal
FB0795
FB079534.CDF
cdf-fecal
FB0795
FB079535.CDF
cdf-fecal
FB0795
FB079536.CDF
cdf-fecal
FB0795
FB079537.CDF
cdf-fecal
FB0796
FB079601.CDF
cdf-fecal
FB0796
FB079602.CDF
cdf-fecal
FB0796
FB079603.CDF
cdf-fecal
FB0796
FB079604.CDF
cdf-fecal
FB0796
FB079605.CDF
cdf-fecal
FB0796
FB079606.CDF
cdf-fecal
FB0796
FB079607.CDF
cdf-fecal
FB0796
FB079608.CDF
cdf-fecal
FB0796
FB079609.CDF
cdf-fecal
FB0796
FB079610.CDF
cdf-fecal
FB0796
FB079611.CDF
cdf-fecal
FB0796
FB079612.CDF
cdf-fecal
FB0796
FB079613.CDF
cdf-fecal
FB0796
FB079614.CDF
cdf-fecal
FB0796
FB079615.CDF
cdf-fecal
FB0796
FB079616.CDF
cdf-fecal
FB0796
FB079617.CDF
cdf-fecal
FB0796
FB079618.CDF
cdf-fecal
FB0796
FB079619.CDF
cdf-fecal
FB0796
FB079620.CDF
cdf-fecal
FB0796
FB079621.CDF
cdf-fecal
FB0796
FB079622.CDF
cdf-fecal
FB0796
FB079623.CDF
cdf-fecal
FB0796
FB079624.CDF
cdf-fecal
FB0796
FB079625.CDF
cdf-fecal
FB0796
FB079626.CDF
cdf-fecal
FB0796
FB079627.CDF
cdf-fecal
FB0796
FB079628.CDF
cdf-fecal
FB0796
FB079629.CDF
cdf-fecal
FB0796
FB079630.CDF
cdf-fecal
FB0796
FB079631.CDF
cdf-fecal
FB0796
FB079632.CDF
cdf-fecal
FB0796
FB079633.CDF
cdf-fecal
FB0796
FB079634.CDF
cdf-fecal
FB0796
FB079635.CDF
cdf-fecal
FB0796
FB079636.CDF
cdf-fecal
FB0796
FB079637.CDF
cdf-fecal
FB0797
FB079701.CDF
cdf-fecal
FB0797
FB079702.CDF
cdf-fecal
FB0797
FB079703.CDF
cdf-fecal
FB0797
FB079704.CDF
cdf-fecal
FB0797
FB079705.CDF
cdf-fecal
FB0797
FB079706.CDF
cdf-fecal
FB0797
FB079707.CDF
cdf-fecal
FB0797
FB079708.CDF
cdf-fecal
FB0797
FB079709.CDF
cdf-fecal
FB0797
FB079710.CDF
cdf-fecal
FB0797
FB079711.CDF
cdf-fecal
FB0797
FB079712.CDF
cdf-fecal
FB0797
FB079713.CDF
cdf-fecal
FB0797
FB079714.CDF
cdf-fecal
FB0797
FB079715.CDF
cdf-fecal
FB0797
FB079716.CDF
cdf-fecal
FB0797
FB079717.CDF
cdf-fecal
FB0797
FB079718.CDF
cdf-fecal
FB0797
FB079719.CDF
cdf-fecal
FB0797
FB079720.CDF
cdf-fecal
FB0797
FB079721.CDF
cdf-fecal
FB0797
FB079722.CDF
cdf-fecal
FB0797
FB079723.CDF
cdf-fecal
FB0797
FB079724.CDF
cdf-fecal
FB0797
FB079725.CDF
cdf-fecal
FB0797
FB079726.CDF
cdf-fecal
FB0797
FB079727.CDF
cdf-fecal
FB0797
FB079728.CDF
cdf-fecal
FB0797
FB079729.CDF
cdf-fecal
FB0797
FB079730.CDF
cdf-fecal
FB0797
FB079731.CDF
cdf-fecal
FB0797
FB079732.CDF
cdf-fecal
FB0797
FB079733.CDF
cdf-fecal
FB0797
FB079734.CDF
cdf-fecal
FB0797
FB079735.CDF
cdf-fecal
FB0797
FB079736.CDF
cdf-fecal
FB0797
FB079737.CDF
cdf-fecal
FB0798
FB079801.CDF
cdf-fecal
FB0798
FB079802.CDF
cdf-fecal
FB0798
FB079803.CDF
cdf-fecal
FB0798
FB079804.CDF
cdf-fecal
FB0798
FB079805.CDF
cdf-fecal
FB0798
FB079806.CDF
cdf-fecal
FB0798
FB079807.CDF
cdf-fecal
FB0798
FB079808.CDF
cdf-fecal
FB0798
FB079809.CDF
cdf-fecal
FB0798
FB079810.CDF
cdf-fecal
FB0798
FB079811.CDF
cdf-fecal
FB0798
FB079812.CDF
cdf-fecal
FB0798
FB079813.CDF
cdf-fecal
FB0798
FB079814.CDF
cdf-fecal
FB0798
FB079815.CDF
cdf-fecal
FB0798
FB079816.CDF
cdf-fecal
FB0798
FB079817.CDF
cdf-fecal
FB0798
FB079818.CDF
cdf-fecal
FB0798
FB079819.CDF
cdf-fecal
FB0798
FB079820.CDF
cdf-fecal
FB0798
FB079821.CDF
cdf-fecal
FB0798
FB079822.CDF
cdf-fecal
FB0798
FB079823.CDF
cdf-fecal
FB0798
FB079824.CDF
cdf-fecal
FB0798
FB079825.CDF
cdf-fecal
FB0798
FB079826.CDF
cdf-fecal
FB0798
FB079827.CDF
cdf-fecal
FB0798
FB079828.CDF
cdf-fecal
FB0798
FB079829.CDF
cdf-fecal
FB0798
FB079830.CDF
cdf-fecal
FB0798
FB079831.CDF
cdf-fecal
FB0798
FB079832.CDF
cdf-fecal
FB0798
FB079833.CDF
cdf-fecal
FB0798
FB079834.CDF
cdf-fecal
FB0798
FB079835.CDF
cdf-fecal
FB0798
FB079836.CDF
cdf-fecal
FB0798
FB079837.CDF
cdf-fecal
FB0799
FB079901.CDF
cdf-fecal
FB0799
FB079902.CDF
cdf-fecal
FB0799
FB079903.CDF
cdf-fecal
FB0799
FB079904.CDF
cdf-fecal
FB0799
FB079905.CDF
cdf-fecal
FB0799
FB079906.CDF
cdf-fecal
FB0799
FB079907.CDF
cdf-fecal
FB0799
FB079908.CDF
cdf-fecal
FB0799
FB079909.CDF
cdf-fecal
FB0799
FB079910.CDF
cdf-fecal
FB0799
FB079911.CDF
cdf-fecal
FB0799
FB079912.CDF
cdf-fecal
FB0799
FB079913.CDF
cdf-fecal
FB0799
FB079914.CDF
cdf-fecal
FB0799
FB079915.CDF
cdf-fecal
FB0799
FB079916.CDF
cdf-fecal
FB0799
FB079917.CDF
cdf-fecal
FB0799
FB079918.CDF
cdf-fecal
FB0799
FB079919.CDF
cdf-fecal
FB0799
FB079920.CDF
cdf-fecal
FB0799
FB079921.CDF
cdf-fecal
FB0799
FB079922.CDF
cdf-fecal
FB0799
FB079923.CDF
cdf-fecal
FB0799
FB079924.CDF
cdf-fecal
FB0799
FB079925.CDF
cdf-fecal
FB0799
FB079926.CDF
cdf-fecal
FB0799
FB079927.CDF
cdf-fecal
FB0799
FB079928.CDF
cdf-fecal
FB0799
FB079929.CDF
cdf-fecal
FB0799
FB079930.CDF
cdf-fecal
FB0799
FB079931.CDF
cdf-fecal
FB0799
FB079932.CDF
cdf-fecal
FB0799
FB079933.CDF
cdf-fecal
FB0799
FB079934.CDF
cdf-fecal
FB0799
FB079935.CDF
cdf-fecal
FB0799
FB079936.CDF
cdf-fecal
FB0799
FB079937.CDF
cdf-fecal
FB0800
FB080001.CDF
cdf-fecal
FB0800
FB080002.CDF
cdf-fecal
FB0800
FB080003.CDF
cdf-fecal
FB0800
FB080004.CDF
cdf-fecal
FB0800
FB080005.CDF
cdf-fecal
FB0800
FB080006.CDF
cdf-fecal
FB0800
FB080007.CDF
cdf-fecal
FB0800
FB080008.CDF
cdf-fecal
FB0800
FB080009.CDF
cdf-fecal
FB0800
FB080010.CDF
cdf-fecal
FB0800
FB080011.CDF
cdf-fecal
FB0800
FB080012.CDF
cdf-fecal
FB0800
FB080013.CDF
cdf-fecal
FB0800
FB080014.CDF
cdf-fecal
FB0800
FB080015.CDF
cdf-fecal
FB0800
FB080016.CDF
cdf-fecal
FB0800
FB080017.CDF
cdf-fecal
FB0800
FB080018.CDF
cdf-fecal
FB0800
FB080019.CDF
cdf-fecal
FB0800
FB080020.CDF
cdf-fecal
FB0800
FB080021.CDF
cdf-fecal
FB0800
FB080022.CDF
cdf-fecal
FB0800
FB080023.CDF
cdf-fecal
FB0800
FB080024.CDF
cdf-fecal
FB0800
FB080025.CDF
cdf-fecal
FB0800
FB080026.CDF
cdf-fecal
FB0800
FB080027.CDF
cdf-fecal
FB0800
FB080028.CDF
cdf-fecal
FB0800
FB080029.CDF
cdf-fecal
FB0800
FB080030.CDF
cdf-fecal
FB0800
FB080031.CDF
cdf-fecal
FB0800
FB080032.CDF
cdf-fecal
FB0800
FB080033.CDF
cdf-fecal
FB0800
FB080034.CDF
cdf-fecal
FB0800
FB080035.CDF
cdf-fecal
FB0800
FB080036.CDF
cdf-fecal
FB0800
FB080037.CDF
cdf-fecal
FB0801
FB080101.CDF
cdf-fecal
FB0801
FB080102.CDF
cdf-fecal
FB0801
FB080103.CDF
cdf-fecal
FB0801
FB080104.CDF
cdf-fecal
FB0801
FB080105.CDF
cdf-fecal
FB0801
FB080106.CDF
cdf-fecal
FB0801
FB080107.CDF
cdf-fecal
FB0801
FB080108.CDF
cdf-fecal
FB0801
FB080109.CDF
cdf-fecal
FB0801
FB080110.CDF
cdf-fecal
FB0801
FB080111.CDF
cdf-fecal
FB0801
FB080112.CDF
cdf-fecal
FB0801
FB080113.CDF
cdf-fecal
FB0801
FB080114.CDF
cdf-fecal
FB0801
FB080115.CDF
cdf-fecal
FB0801
FB080116.CDF
cdf-fecal
FB0801
FB080117.CDF
cdf-fecal
FB0801
FB080118.CDF
cdf-fecal
FB0801
FB080119.CDF
cdf-fecal
FB0801
FB080120.CDF
cdf-fecal
FB0801
FB080121.CDF
cdf-fecal
FB0801
FB080122.CDF
cdf-fecal
FB0801
FB080123.CDF
cdf-fecal
FB0801
FB080124.CDF
cdf-fecal
FB0801
FB080125.CDF
cdf-fecal
FB0801
FB080126.CDF
cdf-fecal
FB0801
FB080127.CDF
cdf-fecal
FB0801
FB080128.CDF
cdf-fecal
FB0801
FB080129.CDF
cdf-fecal
FB0801
FB080130.CDF
cdf-fecal
FB0801
FB080131.CDF
cdf-fecal
FB0801
FB080132.CDF
cdf-fecal
FB0801
FB080133.CDF
cdf-fecal
FB0801
FB080134.CDF
cdf-fecal
FB0801
FB080135.CDF
cdf-fecal
FB0801
FB080136.CDF
cdf-fecal
FB0801
FB080137.CDF
cdf-fecal
FB0802
FB080201.CDF
cdf-fecal
FB0802
FB080202.CDF
cdf-fecal
FB0802
FB080203.CDF
cdf-fecal
FB0802
FB080204.CDF
cdf-fecal
FB0802
FB080205.CDF
cdf-fecal
FB0802
FB080206.CDF
cdf-fecal
FB0802
FB080207.CDF
cdf-fecal
FB0802
FB080208.CDF
cdf-fecal
FB0802
FB080209.CDF
cdf-fecal
FB0802
FB080210.CDF
cdf-fecal
FB0802
FB080211.CDF
cdf-fecal
FB0802
FB080212.CDF
cdf-fecal
FB0802
FB080213.CDF
cdf-fecal
FB0802
FB080214.CDF
cdf-fecal
FB0802
FB080215.CDF
cdf-fecal
FB0802
FB080216.CDF
cdf-fecal
FB0802
FB080217.CDF
cdf-fecal
FB0802
FB080218.CDF
cdf-fecal
FB0802
FB080219.CDF
cdf-fecal
FB0802
FB080220.CDF
cdf-fecal
FB0802
FB080221.CDF
cdf-fecal
FB0802
FB080222.CDF
cdf-fecal
FB0802
FB080223.CDF
cdf-fecal
FB0802
FB080224.CDF
cdf-fecal
FB0802
FB080225.CDF
cdf-fecal
FB0802
FB080226.CDF
cdf-fecal
FB0802
FB080227.CDF
cdf-fecal
FB0802
FB080228.CDF
cdf-fecal
FB0802
FB080229.CDF
cdf-fecal
FB0802
FB080230.CDF
cdf-fecal
FB0802
FB080231.CDF
cdf-fecal
FB0802
FB080232.CDF
cdf-fecal
FB0802
FB080233.CDF
cdf-fecal
FB0802
FB080234.CDF
cdf-fecal
FB0802
FB080235.CDF
cdf-fecal
FB0802
FB080236.CDF
cdf-fecal
FB0802
FB080237.CDF
cdf-fecal
FB0803
FB080301.CDF
cdf-fecal
FB0803
FB080302.CDF
cdf-fecal
FB0803
FB080303.CDF
cdf-fecal
FB0803
FB080304.CDF
cdf-fecal
FB0803
FB080305.CDF
cdf-fecal
FB0803
FB080306.CDF
cdf-fecal
FB0803
FB080307.CDF
cdf-fecal
FB0803
FB080308.CDF
cdf-fecal
FB0803
FB080309.CDF
cdf-fecal
FB0803
FB080310.CDF
cdf-fecal
FB0803
FB080311.CDF
cdf-fecal
FB0803
FB080312.CDF
cdf-fecal
FB0803
FB080313.CDF
cdf-fecal
FB0803
FB080314.CDF
cdf-fecal
FB0803
FB080315.CDF
cdf-fecal
FB0803
FB080316.CDF
cdf-fecal
FB0803
FB080317.CDF
cdf-fecal
FB0803
FB080318.CDF
cdf-fecal
FB0803
FB080319.CDF
cdf-fecal
FB0803
FB080320.CDF
cdf-fecal
FB0803
FB080321.CDF
cdf-fecal
FB0803
FB080322.CDF
cdf-fecal
FB0803
FB080323.CDF
cdf-fecal
FB0803
FB080324.CDF
cdf-fecal
FB0803
FB080325.CDF
cdf-fecal
FB0803
FB080326.CDF
cdf-fecal
FB0803
FB080327.CDF
cdf-fecal
FB0803
FB080328.CDF
cdf-fecal
FB0803
FB080329.CDF
cdf-fecal
FB0803
FB080330.CDF
cdf-fecal
FB0803
FB080331.CDF
cdf-fecal
FB0803
FB080332.CDF
cdf-fecal
FB0803
FB080333.CDF
cdf-fecal
FB0803
FB080334.CDF
cdf-fecal
FB0803
FB080335.CDF
cdf-fecal
FB0803
FB080336.CDF
cdf-fecal
FB0803
FB080337.CDF
cdf-fecal
FB0804
FB080401.CDF
cdf-fecal
FB0804
FB080402.CDF
cdf-fecal
FB0804
FB080403.CDF
cdf-fecal
FB0804
FB080404.CDF
cdf-fecal
FB0804
FB080405.CDF
cdf-fecal
FB0804
FB080406.CDF
cdf-fecal
FB0804
FB080407.CDF
cdf-fecal
FB0804
FB080408.CDF
cdf-fecal
FB0804
FB080409.CDF
cdf-fecal
FB0804
FB080410.CDF
cdf-fecal
FB0804
FB080411.CDF
cdf-fecal
FB0804
FB080412.CDF
cdf-fecal
FB0804
FB080413.CDF
cdf-fecal
FB0804
FB080414.CDF
cdf-fecal
FB0804
FB080415.CDF
cdf-fecal
FB0804
FB080416.CDF
cdf-fecal
FB0804
FB080417.CDF
cdf-fecal
FB0804
FB080418.CDF
cdf-fecal
FB0804
FB080419.CDF
cdf-fecal
FB0804
FB080420.CDF
cdf-fecal
FB0804
FB080421.CDF
cdf-fecal
FB0804
FB080422.CDF
cdf-fecal
FB0804
FB080423.CDF
cdf-fecal
FB0804
FB080424.CDF
cdf-fecal
FB0804
FB080425.CDF
cdf-fecal
FB0804
FB080426.CDF
cdf-fecal
FB0804
FB080427.CDF
cdf-fecal
FB0804
FB080428.CDF
cdf-fecal
FB0804
FB080429.CDF
cdf-fecal
FB0804
FB080430.CDF
cdf-fecal
FB0804
FB080431.CDF
cdf-fecal
FB0804
FB080432.CDF
cdf-fecal
FB0804
FB080433.CDF
cdf-fecal
FB0804
FB080434.CDF
cdf-fecal
FB0804
FB080435.CDF
cdf-fecal
FB0804
FB080436.CDF
cdf-fecal
FB0804
FB080437.CDF
cdf-fecal
FB0805
FB080501.CDF
cdf-fecal
FB0805
FB080502.CDF
cdf-fecal
FB0805
FB080503.CDF
cdf-fecal
FB0805
FB080504.CDF
cdf-fecal
FB0805
FB080505.CDF
cdf-fecal
FB0805
FB080506.CDF
cdf-fecal
FB0805
FB080507.CDF
cdf-fecal
FB0805
FB080508.CDF
cdf-fecal
FB0805
FB080509.CDF
cdf-fecal
FB0805
FB080510.CDF
cdf-fecal
FB0805
FB080511.CDF
cdf-fecal
FB0805
FB080512.CDF
cdf-fecal
FB0805
FB080513.CDF
cdf-fecal
FB0805
FB080514.CDF
cdf-fecal
FB0805
FB080515.CDF
cdf-fecal
FB0805
FB080516.CDF
cdf-fecal
FB0805
FB080517.CDF
cdf-fecal
FB0805
FB080518.CDF
cdf-fecal
FB0805
FB080519.CDF
cdf-fecal
FB0805
FB080520.CDF
cdf-fecal
FB0805
FB080521.CDF
cdf-fecal
FB0805
FB080522.CDF
cdf-fecal
FB0805
FB080523.CDF
cdf-fecal
FB0805
FB080524.CDF
cdf-fecal
FB0805
FB080525.CDF
cdf-fecal
FB0805
FB080526.CDF
cdf-fecal
FB0805
FB080527.CDF
cdf-fecal
FB0805
FB080528.CDF
cdf-fecal
FB0805
FB080529.CDF
cdf-fecal
FB0805
FB080530.CDF
cdf-fecal
FB0805
FB080531.CDF
cdf-fecal
FB0805
FB080532.CDF
cdf-fecal
FB0805
FB080533.CDF
cdf-fecal
FB0805
FB080534.CDF
cdf-fecal
FB0805
FB080535.CDF
cdf-fecal
FB0805
FB080536.CDF
cdf-fecal
FB0805
FB080537.CDF
cdf-fecal
FB0806
FB080601.CDF
cdf-fecal
FB0806
FB080602.CDF
cdf-fecal
FB0806
FB080603.CDF
cdf-fecal
FB0806
FB080604.CDF
cdf-fecal
FB0806
FB080605.CDF
cdf-fecal
FB0806
FB080606.CDF
cdf-fecal
FB0806
FB080607.CDF
cdf-fecal
FB0806
FB080608.CDF
cdf-fecal
FB0806
FB080609.CDF
cdf-fecal
FB0806
FB080610.CDF
cdf-fecal
FB0806
FB080611.CDF
cdf-fecal
FB0806
FB080612.CDF
cdf-fecal
FB0806
FB080613.CDF
cdf-fecal
FB0806
FB080614.CDF
cdf-fecal
FB0806
FB080615.CDF
cdf-fecal
FB0806
FB080616.CDF
cdf-fecal
FB0806
FB080617.CDF
cdf-fecal
FB0806
FB080618.CDF
cdf-fecal
FB0806
FB080619.CDF
cdf-fecal
FB0806
FB080620.CDF
cdf-fecal
FB0806
FB080621.CDF
cdf-fecal
FB0806
FB080622.CDF
cdf-fecal
FB0806
FB080623.CDF
cdf-fecal
FB0806
FB080624.CDF
cdf-fecal
FB0806
FB080625.CDF
cdf-fecal
FB0806
FB080626.CDF
cdf-fecal
FB0806
FB080627.CDF
cdf-fecal
FB0806
FB080628.CDF
cdf-fecal
FB0806
FB080629.CDF
cdf-fecal
FB0806
FB080630.CDF
cdf-fecal
FB0806
FB080631.CDF
cdf-fecal
FB0806
FB080632.CDF
cdf-fecal
FB0806
FB080633.CDF
cdf-fecal
FB0806
FB080634.CDF
cdf-fecal
FB0806
FB080635.CDF
cdf-fecal
FB0806
FB080636.CDF
cdf-fecal
FB0806
FB080637.CDF
cdf-fecal
FB0807
FB080701.CDF
cdf-fecal
FB0807
FB080702.CDF
cdf-fecal
FB0807
FB080703.CDF
cdf-fecal
FB0807
FB080704.CDF
cdf-fecal
FB0807
FB080705.CDF
cdf-fecal
FB0807
FB080706.CDF
cdf-fecal
FB0807
FB080707.CDF
cdf-fecal
FB0807
FB080708.CDF
cdf-fecal
FB0807
FB080709.CDF
cdf-fecal
FB0807
FB080710.CDF
cdf-fecal
FB0807
FB080711.CDF
cdf-fecal
FB0807
FB080712.CDF
cdf-fecal
FB0807
FB080713.CDF
cdf-fecal
FB0807
FB080714.CDF
cdf-fecal
FB0807
FB080715.CDF
cdf-fecal
FB0807
FB080716.CDF
cdf-fecal
FB0807
FB080717.CDF
cdf-fecal
FB0807
FB080718.CDF
cdf-fecal
FB0807
FB080719.CDF
cdf-fecal
FB0807
FB080720.CDF
cdf-fecal
FB0807
FB080721.CDF
cdf-fecal
FB0807
FB080722.CDF
cdf-fecal
FB0807
FB080723.CDF
cdf-fecal
FB0807
FB080724.CDF
cdf-fecal
FB0807
FB080725.CDF
cdf-fecal
FB0807
FB080726.CDF
cdf-fecal
FB0807
FB080727.CDF
cdf-fecal
FB0807
FB080728.CDF
cdf-fecal
FB0807
FB080729.CDF
cdf-fecal
FB0807
FB080730.CDF
cdf-fecal
FB0807
FB080731.CDF
cdf-fecal
FB0807
FB080732.CDF
cdf-fecal
FB0807
FB080733.CDF
cdf-fecal
FB0807
FB080734.CDF
cdf-fecal
FB0807
FB080735.CDF
cdf-fecal
FB0807
FB080736.CDF
cdf-fecal
FB0807
FB080737.CDF
cdf-fecal
FB0808
FB080801.CDF
cdf-fecal
FB0808
FB080802.CDF
cdf-fecal
FB0808
FB080803.CDF
cdf-fecal
FB0808
FB080804.CDF
cdf-fecal
FB0808
FB080805.CDF
cdf-fecal
FB0808
FB080806.CDF
cdf-fecal
FB0808
FB080807.CDF
cdf-fecal
FB0808
FB080808.CDF
cdf-fecal
FB0808
FB080809.CDF
cdf-fecal
FB0808
FB080810.CDF
cdf-fecal
FB0808
FB080811.CDF
cdf-fecal
FB0808
FB080812.CDF
cdf-fecal
FB0808
FB080813.CDF
cdf-fecal
FB0808
FB080814.CDF
cdf-fecal
FB0808
FB080815.CDF
cdf-fecal
FB0808
FB080816.CDF
cdf-fecal
FB0808
FB080817.CDF
cdf-fecal
FB0808
FB080818.CDF
cdf-fecal
FB0808
FB080819.CDF
cdf-fecal
FB0808
FB080820.CDF
cdf-fecal
FB0808
FB080821.CDF
cdf-fecal
FB0808
FB080822.CDF
cdf-fecal
FB0808
FB080823.CDF
cdf-fecal
FB0808
FB080824.CDF
cdf-fecal
FB0808
FB080825.CDF
cdf-fecal
FB0808
FB080826.CDF
cdf-fecal
FB0808
FB080827.CDF
cdf-fecal
FB0808
FB080828.CDF
cdf-fecal
FB0808
FB080829.CDF
cdf-fecal
FB0808
FB080830.CDF
cdf-fecal
FB0808
FB080831.CDF
cdf-fecal
FB0808
FB080832.CDF
cdf-fecal
FB0808
FB080833.CDF
cdf-fecal
FB0808
FB080834.CDF
cdf-fecal
FB0808
FB080835.CDF
cdf-fecal
FB0808
FB080836.CDF
cdf-fecal
FB0808
FB080837.CDF
cdf-fecal
FB0809
FB080901.CDF
cdf-fecal
FB0809
FB080902.CDF
cdf-fecal
FB0809
FB080903.CDF
cdf-fecal
FB0809
FB080904.CDF
cdf-fecal
FB0809
FB080905.CDF
cdf-fecal
FB0809
FB080906.CDF
cdf-fecal
FB0809
FB080907.CDF
cdf-fecal
FB0809
FB080908.CDF
cdf-fecal
FB0809
FB080909.CDF
cdf-fecal
FB0809
FB080910.CDF
cdf-fecal
FB0809
FB080911.CDF
cdf-fecal
FB0809
FB080912.CDF
cdf-fecal
FB0809
FB080913.CDF
cdf-fecal
FB0809
FB080914.CDF
cdf-fecal
FB0809
FB080915.CDF
cdf-fecal
FB0809
FB080916.CDF
cdf-fecal
FB0809
FB080917.CDF
cdf-fecal
FB0809
FB080918.CDF
cdf-fecal
FB0809
FB080919.CDF
cdf-fecal
FB0809
FB080920.CDF
cdf-fecal
FB0809
FB080921.CDF
cdf-fecal
FB0809
FB080922.CDF
cdf-fecal
FB0809
FB080923.CDF
cdf-fecal
FB0809
FB080924.CDF
cdf-fecal
FB0809
FB080925.CDF
cdf-fecal
FB0809
FB080926.CDF
cdf-fecal
FB0809
FB080927.CDF
cdf-fecal
FB0809
FB080928.CDF
cdf-fecal
FB0809
FB080929.CDF
cdf-fecal
FB0809
FB080930.CDF
cdf-fecal
FB0809
FB080931.CDF
cdf-fecal
FB0809
FB080932.CDF
cdf-fecal
FB0809
FB080933.CDF
cdf-fecal
FB0809
FB080934.CDF
cdf-fecal
FB0809
FB080935.CDF
cdf-fecal
FB0809
FB080936.CDF
cdf-fecal
FB0809
FB080937.CDF
cdf-fecal
FB0810
FB081001.CDF
cdf-fecal
FB0810
FB081002.CDF
cdf-fecal
FB0810
FB081003.CDF
cdf-fecal
FB0810
FB081004.CDF
cdf-fecal
FB0810
FB081005.CDF
cdf-fecal
FB0810
FB081006.CDF
cdf-fecal
FB0810
FB081007.CDF
cdf-fecal
FB0810
FB081008.CDF
cdf-fecal
FB0810
FB081009.CDF
cdf-fecal
FB0810
FB081010.CDF
cdf-fecal
FB0810
FB081011.CDF
cdf-fecal
FB0810
FB081012.CDF
cdf-fecal
FB0810
FB081013.CDF
cdf-fecal
FB0810
FB081014.CDF
cdf-fecal
FB0810
FB081015.CDF
cdf-fecal
FB0810
FB081016.CDF
cdf-fecal
FB0810
FB081017.CDF
cdf-fecal
FB0810
FB081018.CDF
cdf-fecal
FB0810
FB081019.CDF
cdf-fecal
FB0810
FB081020.CDF
cdf-fecal
FB0810
FB081021.CDF
cdf-fecal
FB0810
FB081022.CDF
cdf-fecal
FB0810
FB081023.CDF
cdf-fecal
FB0810
FB081024.CDF
cdf-fecal
FB0810
FB081025.CDF
cdf-fecal
FB0810
FB081026.CDF
cdf-fecal
FB0810
FB081027.CDF
cdf-fecal
FB0810
FB081028.CDF
cdf-fecal
FB0810
FB081029.CDF
cdf-fecal
FB0810
FB081030.CDF
cdf-fecal
FB0810
FB081031.CDF
cdf-fecal
FB0810
FB081032.CDF
cdf-fecal
FB0810
FB081033.CDF
cdf-fecal
FB0810
FB081034.CDF
cdf-fecal
FB0810
FB081035.CDF
cdf-fecal
FB0810
FB081036.CDF
cdf-fecal
FB0810
FB081037.CDF
cdf-fecal
FB0811
FB081101.CDF
cdf-fecal
FB0811
FB081102.CDF
cdf-fecal
FB0811
FB081103.CDF
cdf-fecal
FB0811
FB081104.CDF
cdf-fecal
FB0811
FB081105.CDF
cdf-fecal
FB0811
FB081106.CDF
cdf-fecal
FB0811
FB081107.CDF
cdf-fecal
FB0811
FB081108.CDF
cdf-fecal
FB0811
FB081109.CDF
cdf-fecal
FB0811
FB081110.CDF
cdf-fecal
FB0811
FB081111.CDF
cdf-fecal
FB0811
FB081112.CDF
cdf-fecal
FB0811
FB081113.CDF
cdf-fecal
FB0811
FB081114.CDF
cdf-fecal
FB0811
FB081115.CDF
cdf-fecal
FB0811
FB081116.CDF
cdf-fecal
FB0811
FB081117.CDF
cdf-fecal
FB0811
FB081118.CDF
cdf-fecal
FB0811
FB081119.CDF
cdf-fecal
FB0811
FB081120.CDF
cdf-fecal
FB0811
FB081121.CDF
cdf-fecal
FB0811
FB081122.CDF
cdf-fecal
FB0811
FB081123.CDF
cdf-fecal
FB0811
FB081124.CDF
cdf-fecal
FB0811
FB081125.CDF
cdf-fecal
FB0811
FB081126.CDF
cdf-fecal
FB0811
FB081127.CDF
cdf-fecal
FB0811
FB081128.CDF
cdf-fecal
FB0811
FB081129.CDF
cdf-fecal
FB0811
FB081130.CDF
cdf-fecal
FB0811
FB081131.CDF
cdf-fecal
FB0811
FB081132.CDF
cdf-fecal
FB0811
FB081133.CDF
cdf-fecal
FB0811
FB081134.CDF
cdf-fecal
FB0811
FB081135.CDF
cdf-fecal
FB0811
FB081136.CDF
cdf-fecal
FB0811
FB081137.CDF
cdf-fecal
FB0812
FB081201.CDF
cdf-fecal
FB0812
FB081202.CDF
cdf-fecal
FB0812
FB081203.CDF
cdf-fecal
FB0812
FB081204.CDF
cdf-fecal
FB0812
FB081205.CDF
cdf-fecal
FB0812
FB081206.CDF
cdf-fecal
FB0812
FB081207.CDF
cdf-fecal
FB0812
FB081208.CDF
cdf-fecal
FB0812
FB081209.CDF
cdf-fecal
FB0812
FB081210.CDF
cdf-fecal
FB0812
FB081211.CDF
cdf-fecal
FB0812
FB081212.CDF
cdf-fecal
FB0812
FB081213.CDF
cdf-fecal
FB0812
FB081214.CDF
cdf-fecal
FB0812
FB081215.CDF
cdf-fecal
FB0812
FB081216.CDF
cdf-fecal
FB0812
FB081217.CDF
cdf-fecal
FB0812
FB081218.CDF
cdf-fecal
FB0812
FB081219.CDF
cdf-fecal
FB0812
FB081220.CDF
cdf-fecal
FB0812
FB081221.CDF
cdf-fecal
FB0812
FB081222.CDF
cdf-fecal
FB0812
FB081223.CDF
cdf-fecal
FB0812
FB081224.CDF
cdf-fecal
FB0812
FB081225.CDF
cdf-fecal
FB0812
FB081226.CDF
cdf-fecal
FB0812
FB081227.CDF
cdf-fecal
FB0812
FB081228.CDF
cdf-fecal
FB0812
FB081229.CDF
cdf-fecal
FB0812
FB081230.CDF
cdf-fecal
FB0812
FB081231.CDF
cdf-fecal
FB0812
FB081232.CDF
cdf-fecal
FB0812
FB081233.CDF
cdf-fecal
FB0812
FB081234.CDF
cdf-fecal
FB0812
FB081235.CDF
cdf-fecal
FB0812
FB081236.CDF
cdf-fecal
FB0812
FB081237.CDF
cdf-fecal
FB0813
FB081301.CDF
cdf-fecal
FB0813
FB081302.CDF
cdf-fecal
FB0813
FB081303.CDF
cdf-fecal
FB0813
FB081304.CDF
cdf-fecal
FB0813
FB081305.CDF
cdf-fecal
FB0813
FB081306.CDF
cdf-fecal
FB0813
FB081307.CDF
cdf-fecal
FB0813
FB081308.CDF
cdf-fecal
FB0813
FB081309.CDF
cdf-fecal
FB0813
FB081310.CDF
cdf-fecal
FB0813
FB081311.CDF
cdf-fecal
FB0813
FB081312.CDF
cdf-fecal
FB0813
FB081313.CDF
cdf-fecal
FB0813
FB081314.CDF
cdf-fecal
FB0813
FB081315.CDF
cdf-fecal
FB0813
FB081316.CDF
cdf-fecal
FB0813
FB081317.CDF
cdf-fecal
FB0813
FB081318.CDF
cdf-fecal
FB0813
FB081319.CDF
cdf-fecal
FB0813
FB081320.CDF
cdf-fecal
FB0813
FB081321.CDF
cdf-fecal
FB0813
FB081322.CDF
cdf-fecal
FB0813
FB081323.CDF
cdf-fecal
FB0813
FB081324.CDF
cdf-fecal
FB0813
FB081325.CDF
cdf-fecal
FB0813
FB081326.CDF
cdf-fecal
FB0813
FB081327.CDF
cdf-fecal
FB0813
FB081328.CDF
cdf-fecal
FB0813
FB081329.CDF
cdf-fecal
FB0813
FB081330.CDF
cdf-fecal
FB0813
FB081331.CDF
cdf-fecal
FB0813
FB081332.CDF
cdf-fecal
FB0813
FB081333.CDF
cdf-fecal
FB0813
FB081334.CDF
cdf-fecal
FB0813
FB081335.CDF
cdf-fecal
FB0813
FB081336.CDF
cdf-fecal
FB0813
FB081337.CDF
cdf-fecal
FB0814
FB081401.CDF
cdf-fecal
FB0814
FB081402.CDF
cdf-fecal
FB0814
FB081403.CDF
cdf-fecal
FB0814
FB081404.CDF
cdf-fecal
FB0814
FB081405.CDF
cdf-fecal
FB0814
FB081406.CDF
cdf-fecal
FB0814
FB081407.CDF
cdf-fecal
FB0814
FB081408.CDF
cdf-fecal
FB0814
FB081409.CDF
cdf-fecal
FB0814
FB081410.CDF
cdf-fecal
FB0814
FB081411.CDF
cdf-fecal
FB0814
FB081412.CDF
cdf-fecal
FB0814
FB081413.CDF
cdf-fecal
FB0814
FB081414.CDF
cdf-fecal
FB0814
FB081415.CDF
cdf-fecal
FB0814
FB081416.CDF
cdf-fecal
FB0814
FB081417.CDF
cdf-fecal
FB0814
FB081418.CDF
cdf-fecal
FB0814
FB081419.CDF
cdf-fecal
FB0814
FB081420.CDF
cdf-fecal
FB0814
FB081421.CDF
cdf-fecal
FB0814
FB081422.CDF
cdf-fecal
FB0814
FB081423.CDF
cdf-fecal
FB0814
FB081424.CDF
cdf-fecal
FB0814
FB081425.CDF
cdf-fecal
FB0814
FB081426.CDF
cdf-fecal
FB0814
FB081427.CDF
cdf-fecal
FB0814
FB081428.CDF
cdf-fecal
FB0814
FB081429.CDF
cdf-fecal
FB0814
FB081430.CDF
cdf-fecal
FB0814
FB081431.CDF
cdf-fecal
FB0814
FB081432.CDF
cdf-fecal
FB0814
FB081433.CDF
cdf-fecal
FB0814
FB081434.CDF
cdf-fecal
FB0814
FB081435.CDF
cdf-fecal
FB0814
FB081436.CDF
cdf-fecal
FB0814
FB081437.CDF
cdf-fecal
FB0815
FB081501.CDF
cdf-fecal
FB0815
FB081502.CDF
cdf-fecal
FB0815
FB081503.CDF
cdf-fecal
FB0815
FB081504.CDF
cdf-fecal
FB0815
FB081505.CDF
cdf-fecal
FB0815
FB081506.CDF
cdf-fecal
FB0815
FB081507.CDF
cdf-fecal
FB0815
FB081508.CDF
cdf-fecal
FB0815
FB081509.CDF
cdf-fecal
FB0815
FB081510.CDF
cdf-fecal
FB0815
FB081511.CDF
cdf-fecal
FB0815
FB081512.CDF
cdf-fecal
FB0815
FB081513.CDF
cdf-fecal
FB0815
FB081514.CDF
cdf-fecal
FB0815
FB081515.CDF
cdf-fecal
FB0815
FB081516.CDF
cdf-fecal
FB0815
FB081517.CDF
cdf-fecal
FB0815
FB081518.CDF
cdf-fecal
FB0815
FB081519.CDF
cdf-fecal
FB0815
FB081520.CDF
cdf-fecal
FB0815
FB081521.CDF
cdf-fecal
FB0815
FB081522.CDF
cdf-fecal
FB0815
FB081523.CDF
cdf-fecal
FB0815
FB081524.CDF
cdf-fecal
FB0815
FB081525.CDF
cdf-fecal
FB0815
FB081526.CDF
cdf-fecal
FB0815
FB081527.CDF
cdf-fecal
FB0815
FB081528.CDF
cdf-fecal
FB0815
FB081529.CDF
cdf-fecal
FB0815
FB081530.CDF
cdf-fecal
FB0815
FB081531.CDF
cdf-fecal
FB0815
FB081532.CDF
cdf-fecal
FB0815
FB081533.CDF
cdf-fecal
FB0815
FB081534.CDF
cdf-fecal
FB0815
FB081535.CDF
cdf-fecal
FB0815
FB081536.CDF
cdf-fecal
FB0815
FB081537.CDF
cdf-fecal
FB0816
FB081601.CDF
cdf-fecal
FB0816
FB081602.CDF
cdf-fecal
FB0816
FB081603.CDF
cdf-fecal
FB0816
FB081604.CDF
cdf-fecal
FB0816
FB081605.CDF
cdf-fecal
FB0816
FB081606.CDF
cdf-fecal
FB0816
FB081607.CDF
cdf-fecal
FB0816
FB081608.CDF
cdf-fecal
FB0816
FB081609.CDF
cdf-fecal
FB0816
FB081610.CDF
cdf-fecal
FB0816
FB081611.CDF
cdf-fecal
FB0816
FB081612.CDF
cdf-fecal
FB0816
FB081613.CDF
cdf-fecal
FB0816
FB081614.CDF
cdf-fecal
FB0816
FB081615.CDF
cdf-fecal
FB0816
FB081616.CDF
cdf-fecal
FB0816
FB081617.CDF
cdf-fecal
FB0816
FB081618.CDF
cdf-fecal
FB0816
FB081619.CDF
cdf-fecal
FB0816
FB081620.CDF
cdf-fecal
FB0816
FB081621.CDF
cdf-fecal
FB0816
FB081622.CDF
cdf-fecal
FB0816
FB081623.CDF
cdf-fecal
FB0816
FB081624.CDF
cdf-fecal
FB0816
FB081625.CDF
cdf-fecal
FB0816
FB081626.CDF
cdf-fecal
FB0816
FB081627.CDF
cdf-fecal
FB0816
FB081628.CDF
cdf-fecal
FB0816
FB081629.CDF
cdf-fecal
FB0816
FB081630.CDF
cdf-fecal
FB0816
FB081631.CDF
cdf-fecal
FB0816
FB081632.CDF
cdf-fecal
FB0816
FB081633.CDF
cdf-fecal
FB0816
FB081634.CDF
cdf-fecal
FB0816
FB081635.CDF
cdf-fecal
FB0816
FB081636.CDF
cdf-fecal
FB0816
FB081637.CDF
cdf-fecal
FB0817
FB081701.CDF
cdf-fecal
FB0817
FB081702.CDF
cdf-fecal
FB0817
FB081703.CDF
cdf-fecal
FB0817
FB081704.CDF
cdf-fecal
FB0817
FB081705.CDF
cdf-fecal
FB0817
FB081706.CDF
cdf-fecal
FB0817
FB081707.CDF
cdf-fecal
FB0817
FB081708.CDF
cdf-fecal
FB0817
FB081709.CDF
cdf-fecal
FB0817
FB081710.CDF
cdf-fecal
FB0817
FB081711.CDF
cdf-fecal
FB0817
FB081712.CDF
cdf-fecal
FB0817
FB081713.CDF
cdf-fecal
FB0817
FB081714.CDF
cdf-fecal
FB0817
FB081715.CDF
cdf-fecal
FB0817
FB081716.CDF
cdf-fecal
FB0817
FB081717.CDF
cdf-fecal
FB0817
FB081718.CDF
cdf-fecal
FB0817
FB081719.CDF
cdf-fecal
FB0817
FB081720.CDF
cdf-fecal
FB0817
FB081721.CDF
cdf-fecal
FB0817
FB081722.CDF
cdf-fecal
FB0817
FB081723.CDF
cdf-fecal
FB0817
FB081724.CDF
cdf-fecal
FB0817
FB081725.CDF
cdf-fecal
FB0817
FB081726.CDF
cdf-fecal
FB0817
FB081727.CDF
cdf-fecal
FB0817
FB081728.CDF
cdf-fecal
FB0817
FB081729.CDF
cdf-fecal
FB0817
FB081730.CDF
cdf-fecal
FB0817
FB081731.CDF
cdf-fecal
FB0817
FB081732.CDF
cdf-fecal
FB0817
FB081733.CDF
cdf-fecal
FB0817
FB081734.CDF
cdf-fecal
FB0817
FB081735.CDF
cdf-fecal
FB0817
FB081736.CDF
cdf-fecal
FB0817
FB081737.CDF
cdf-fecal
FB0818
FB081801.CDF
cdf-fecal
FB0818
FB081802.CDF
cdf-fecal
FB0818
FB081803.CDF
cdf-fecal
FB0818
FB081804.CDF
cdf-fecal
FB0818
FB081805.CDF
cdf-fecal
FB0818
FB081806.CDF
cdf-fecal
FB0818
FB081807.CDF
cdf-fecal
FB0818
FB081808.CDF
cdf-fecal
FB0818
FB081809.CDF
cdf-fecal
FB0818
FB081810.CDF
cdf-fecal
FB0818
FB081811.CDF
cdf-fecal
FB0818
FB081812.CDF
cdf-fecal
FB0818
FB081813.CDF
cdf-fecal
FB0818
FB081814.CDF
cdf-fecal
FB0818
FB081815.CDF
cdf-fecal
FB0818
FB081816.CDF
cdf-fecal
FB0818
FB081817.CDF
cdf-fecal
FB0818
FB081818.CDF
cdf-fecal
FB0818
FB081819.CDF
cdf-fecal
FB0818
FB081820.CDF
cdf-fecal
FB0818
FB081821.CDF
cdf-fecal
FB0818
FB081822.CDF
cdf-fecal
FB0818
FB081823.CDF
cdf-fecal
FB0818
FB081824.CDF
cdf-fecal
FB0818
FB081825.CDF
cdf-fecal
FB0818
FB081826.CDF
cdf-fecal
FB0818
FB081827.CDF
cdf-fecal
FB0818
FB081828.CDF
cdf-fecal
FB0818
FB081829.CDF
cdf-fecal
FB0818
FB081830.CDF
cdf-fecal
FB0818
FB081831.CDF
cdf-fecal
FB0818
FB081832.CDF
cdf-fecal
FB0818
FB081833.CDF
cdf-fecal
FB0818
FB081834.CDF
cdf-fecal
FB0818
FB081835.CDF
cdf-fecal
FB0818
FB081836.CDF
cdf-fecal
FB0818
FB081837.CDF
cdf-fecal
FB0819
FB081901.CDF
cdf-fecal
FB0819
FB081902.CDF
cdf-fecal
FB0819
FB081903.CDF
cdf-fecal
FB0819
FB081904.CDF
cdf-fecal
FB0819
FB081905.CDF
cdf-fecal
FB0819
FB081906.CDF
cdf-fecal
FB0819
FB081907.CDF
cdf-fecal
FB0819
FB081908.CDF
cdf-fecal
FB0819
FB081909.CDF
cdf-fecal
FB0819
FB081910.CDF
cdf-fecal
FB0819
FB081911.CDF
cdf-fecal
FB0819
FB081912.CDF
cdf-fecal
FB0819
FB081913.CDF
cdf-fecal
FB0819
FB081914.CDF
cdf-fecal
FB0819
FB081915.CDF
cdf-fecal
FB0819
FB081916.CDF
cdf-fecal
FB0819
FB081917.CDF
cdf-fecal
FB0819
FB081918.CDF
cdf-fecal
FB0819
FB081919.CDF
cdf-fecal
FB0819
FB081920.CDF
cdf-fecal
FB0819
FB081921.CDF
cdf-fecal
FB0819
FB081922.CDF
cdf-fecal
FB0819
FB081923.CDF
cdf-fecal
FB0819
FB081924.CDF
cdf-fecal
FB0819
FB081925.CDF
cdf-fecal
FB0819
FB081926.CDF
cdf-fecal
FB0819
FB081927.CDF
cdf-fecal
FB0819
FB081928.CDF
cdf-fecal
FB0819
FB081929.CDF
cdf-fecal
FB0819
FB081930.CDF
cdf-fecal
FB0819
FB081931.CDF
cdf-fecal
FB0819
FB081932.CDF
cdf-fecal
FB0819
FB081933.CDF
cdf-fecal
FB0819
FB081934.CDF
cdf-fecal
FB0819
FB081935.CDF
cdf-fecal
FB0819
FB081936.CDF
cdf-fecal
FB0819
FB081937.CDF
cdf-fecal
FB0820
FB082001.CDF
cdf-fecal
FB0820
FB082002.CDF
cdf-fecal
FB0820
FB082003.CDF
cdf-fecal
FB0820
FB082004.CDF
cdf-fecal
FB0820
FB082005.CDF
cdf-fecal
FB0820
FB082006.CDF
cdf-fecal
FB0820
FB082007.CDF
cdf-fecal
FB0820
FB082008.CDF
cdf-fecal
FB0820
FB082009.CDF
cdf-fecal
FB0820
FB082010.CDF
cdf-fecal
FB0820
FB082011.CDF
cdf-fecal
FB0820
FB082012.CDF
cdf-fecal
FB0820
FB082013.CDF
cdf-fecal
FB0820
FB082014.CDF
cdf-fecal
FB0820
FB082015.CDF
cdf-fecal
FB0820
FB082016.CDF
cdf-fecal
FB0820
FB082017.CDF
cdf-fecal
FB0820
FB082018.CDF
cdf-fecal
FB0820
FB082019.CDF
cdf-fecal
FB0820
FB082020.CDF
cdf-fecal
FB0820
FB082021.CDF
cdf-fecal
FB0820
FB082022.CDF
cdf-fecal
FB0820
FB082023.CDF
cdf-fecal
FB0820
FB082024.CDF
cdf-fecal
FB0820
FB082025.CDF
cdf-fecal
FB0820
FB082026.CDF
cdf-fecal
FB0820
FB082027.CDF
cdf-fecal
FB0820
FB082028.CDF
cdf-fecal
FB0820
FB082029.CDF
cdf-fecal
FB0820
FB082030.CDF
cdf-fecal
FB0820
FB082031.CDF
cdf-fecal
FB0820
FB082032.CDF
cdf-fecal
FB0820
FB082033.CDF
cdf-fecal
FB0820
FB082034.CDF
cdf-fecal
FB0820
FB082035.CDF
cdf-fecal
FB0820
FB082036.CDF
cdf-fecal
FB0820
FB082037.CDF
cdf-fecal
FB0821
FB082101.CDF
cdf-fecal
FB0821
FB082102.CDF
cdf-fecal
FB0821
FB082103.CDF
cdf-fecal
FB0821
FB082104.CDF
cdf-fecal
FB0821
FB082105.CDF
cdf-fecal
FB0821
FB082106.CDF
cdf-fecal
FB0821
FB082107.CDF
cdf-fecal
FB0821
FB082108.CDF
cdf-fecal
FB0821
FB082109.CDF
cdf-fecal
FB0821
FB082110.CDF
cdf-fecal
FB0821
FB082111.CDF
cdf-fecal
FB0821
FB082112.CDF
cdf-fecal
FB0821
FB082113.CDF
cdf-fecal
FB0821
FB082114.CDF
cdf-fecal
FB0821
FB082115.CDF
cdf-fecal
FB0821
FB082116.CDF
cdf-fecal
FB0821
FB082117.CDF
cdf-fecal
FB0821
FB082118.CDF
cdf-fecal
FB0821
FB082119.CDF
cdf-fecal
FB0821
FB082120.CDF
cdf-fecal
FB0821
FB082121.CDF
cdf-fecal
FB0821
FB082122.CDF
cdf-fecal
FB0821
FB082123.CDF
cdf-fecal
FB0821
FB082124.CDF
cdf-fecal
FB0821
FB082125.CDF
cdf-fecal
FB0821
FB082126.CDF
cdf-fecal
FB0821
FB082127.CDF
cdf-fecal
FB0821
FB082128.CDF
cdf-fecal
FB0821
FB082129.CDF
cdf-fecal
FB0821
FB082130.CDF
cdf-fecal
FB0821
FB082131.CDF
cdf-fecal
FB0821
FB082132.CDF
cdf-fecal
FB0821
FB082133.CDF
cdf-fecal
FB0821
FB082134.CDF
cdf-fecal
FB0821
FB082135.CDF
cdf-fecal
FB0821
FB082136.CDF
cdf-fecal
FB0821
FB082137.CDF
cdf-fecal
FB0822
FB082201.CDF
cdf-fecal
FB0822
FB082202.CDF
cdf-fecal
FB0822
FB082203.CDF
cdf-fecal
FB0822
FB082204.CDF
cdf-fecal
FB0822
FB082205.CDF
cdf-fecal
FB0822
FB082206.CDF
cdf-fecal
FB0822
FB082207.CDF
cdf-fecal
FB0822
FB082208.CDF
cdf-fecal
FB0822
FB082209.CDF
cdf-fecal
FB0822
FB082210.CDF
cdf-fecal
FB0822
FB082211.CDF
cdf-fecal
FB0822
FB082212.CDF
cdf-fecal
FB0822
FB082213.CDF
cdf-fecal
FB0822
FB082214.CDF
cdf-fecal
FB0822
FB082215.CDF
cdf-fecal
FB0822
FB082216.CDF
cdf-fecal
FB0822
FB082217.CDF
cdf-fecal
FB0822
FB082218.CDF
cdf-fecal
FB0822
FB082219.CDF
cdf-fecal
FB0822
FB082220.CDF
cdf-fecal
FB0822
FB082221.CDF
cdf-fecal
FB0822
FB082222.CDF
cdf-fecal
FB0822
FB082223.CDF
cdf-fecal
FB0822
FB082224.CDF
cdf-fecal
FB0822
FB082225.CDF
cdf-fecal
FB0822
FB082226.CDF
cdf-fecal
FB0822
FB082227.CDF
cdf-fecal
FB0822
FB082228.CDF
cdf-fecal
FB0822
FB082229.CDF
cdf-fecal
FB0822
FB082230.CDF
cdf-fecal
FB0822
FB082231.CDF
cdf-fecal
FB0822
FB082232.CDF
cdf-fecal
FB0822
FB082233.CDF
cdf-fecal
FB0822
FB082234.CDF
cdf-fecal
FB0822
FB082235.CDF
cdf-fecal
FB0822
FB082236.CDF
cdf-fecal
FB0822
FB082237.CDF
cdf-fecal
FB0823
FB082301.CDF
cdf-fecal
FB0823
FB082302.CDF
cdf-fecal
FB0823
FB082303.CDF
cdf-fecal
FB0823
FB082304.CDF
cdf-fecal
FB0823
FB082305.CDF
cdf-fecal
FB0823
FB082306.CDF
cdf-fecal
FB0823
FB082307.CDF
cdf-fecal
FB0823
FB082308.CDF
cdf-fecal
FB0823
FB082309.CDF
cdf-fecal
FB0823
FB082310.CDF
cdf-fecal
FB0823
FB082311.CDF
cdf-fecal
FB0823
FB082312.CDF
cdf-fecal
FB0823
FB082313.CDF
cdf-fecal
FB0823
FB082314.CDF
cdf-fecal
FB0823
FB082315.CDF
cdf-fecal
FB0823
FB082316.CDF
cdf-fecal
FB0823
FB082317.CDF
cdf-fecal
FB0823
FB082318.CDF
cdf-fecal
FB0823
FB082319.CDF
cdf-fecal
FB0823
FB082320.CDF
cdf-fecal
FB0823
FB082321.CDF
cdf-fecal
FB0823
FB082322.CDF
cdf-fecal
FB0823
FB082323.CDF
cdf-fecal
FB0823
FB082324.CDF
cdf-fecal
FB0823
FB082325.CDF
cdf-fecal
FB0823
FB082326.CDF
cdf-fecal
FB0823
FB082327.CDF
cdf-fecal
FB0823
FB082328.CDF
cdf-fecal
FB0823
FB082329.CDF
cdf-fecal
FB0823
FB082330.CDF
cdf-fecal
FB0823
FB082331.CDF
cdf-fecal
FB0823
FB082332.CDF
cdf-fecal
FB0823
FB082333.CDF
cdf-fecal
FB0823
FB082334.CDF
cdf-fecal
FB0823
FB082335.CDF
cdf-fecal
FB0823
FB082336.CDF
cdf-fecal
FB0823
FB082337.CDF
cdf-fecal
FB0824
FB082401.CDF
cdf-fecal
FB0824
FB082402.CDF
cdf-fecal
FB0824
FB082403.CDF
cdf-fecal
FB0824
FB082404.CDF
cdf-fecal
FB0824
FB082405.CDF
cdf-fecal
FB0824
FB082406.CDF
cdf-fecal
FB0824
FB082407.CDF
cdf-fecal
FB0824
FB082408.CDF
cdf-fecal
FB0824
FB082409.CDF
cdf-fecal
FB0824
FB082410.CDF
cdf-fecal
FB0824
FB082411.CDF
cdf-fecal
FB0824
FB082412.CDF
cdf-fecal
FB0824
FB082413.CDF
cdf-fecal
FB0824
FB082414.CDF
cdf-fecal
FB0824
FB082415.CDF
cdf-fecal
FB0824
FB082416.CDF
cdf-fecal
FB0824
FB082417.CDF
cdf-fecal
FB0824
FB082418.CDF
cdf-fecal
FB0824
FB082419.CDF
cdf-fecal
FB0824
FB082420.CDF
cdf-fecal
FB0824
FB082421.CDF
cdf-fecal
FB0824
FB082422.CDF
cdf-fecal
FB0824
FB082423.CDF
cdf-fecal
FB0824
FB082424.CDF
cdf-fecal
FB0824
FB082425.CDF
cdf-fecal
FB0824
FB082426.CDF
cdf-fecal
FB0824
FB082427.CDF
cdf-fecal
FB0824
FB082428.CDF
cdf-fecal
FB0824
FB082429.CDF
cdf-fecal
FB0824
FB082430.CDF
cdf-fecal
FB0824
FB082431.CDF
cdf-fecal
FB0824
FB082432.CDF
cdf-fecal
FB0824
FB082433.CDF
cdf-fecal
FB0824
FB082434.CDF
cdf-fecal
FB0824
FB082435.CDF
cdf-fecal
FB0824
FB082436.CDF
cdf-fecal
FB0824
FB082437.CDF
cdf-fecal
FB0825
FB082501.CDF
cdf-fecal
FB0825
FB082502.CDF
cdf-fecal
FB0825
FB082503.CDF
cdf-fecal
FB0825
FB082504.CDF
cdf-fecal
FB0825
FB082505.CDF
cdf-fecal
FB0825
FB082506.CDF
cdf-fecal
FB0825
FB082507.CDF
cdf-fecal
FB0825
FB082508.CDF
cdf-fecal
FB0825
FB082509.CDF
cdf-fecal
FB0825
FB082510.CDF
cdf-fecal
FB0825
FB082511.CDF
cdf-fecal
FB0825
FB082512.CDF
cdf-fecal
FB0825
FB082513.CDF
cdf-fecal
FB0825
FB082514.CDF
cdf-fecal
FB0825
FB082515.CDF
cdf-fecal
FB0825
FB082516.CDF
cdf-fecal
FB0825
FB082517.CDF
cdf-fecal
FB0825
FB082518.CDF
cdf-fecal
FB0825
FB082519.CDF
cdf-fecal
FB0825
FB082520.CDF
cdf-fecal
FB0825
FB082521.CDF
cdf-fecal
FB0825
FB082522.CDF
cdf-fecal
FB0825
FB082523.CDF
cdf-fecal
FB0825
FB082524.CDF
cdf-fecal
FB0825
FB082525.CDF
cdf-fecal
FB0825
FB082526.CDF
cdf-fecal
FB0825
FB082527.CDF
cdf-fecal
FB0825
FB082528.CDF
cdf-fecal
FB0825
FB082529.CDF
cdf-fecal
FB0825
FB082530.CDF
cdf-fecal
FB0825
FB082531.CDF
cdf-fecal
FB0825
FB082532.CDF
cdf-fecal
FB0825
FB082533.CDF
cdf-fecal
FB0825
FB082534.CDF
cdf-fecal
FB0825
FB082535.CDF
cdf-fecal
FB0825
FB082536.CDF
cdf-fecal
FB0825
FB082537.CDF
cdf-fecal
FB0826
FB082601.CDF
cdf-fecal
FB0826
FB082602.CDF
cdf-fecal
FB0826
FB082603.CDF
cdf-fecal
FB0826
FB082604.CDF
cdf-fecal
FB0826
FB082605.CDF
cdf-fecal
FB0826
FB082606.CDF
cdf-fecal
FB0826
FB082607.CDF
cdf-fecal
FB0826
FB082608.CDF
cdf-fecal
FB0826
FB082609.CDF
cdf-fecal
FB0826
FB082610.CDF
cdf-fecal
FB0826
FB082611.CDF
cdf-fecal
FB0826
FB082612.CDF
cdf-fecal
FB0826
FB082613.CDF
cdf-fecal
FB0826
FB082614.CDF
cdf-fecal
FB0826
FB082615.CDF
cdf-fecal
FB0826
FB082616.CDF
cdf-fecal
FB0826
FB082617.CDF
cdf-fecal
FB0826
FB082618.CDF
cdf-fecal
FB0826
FB082619.CDF
cdf-fecal
FB0826
FB082620.CDF
cdf-fecal
FB0826
FB082621.CDF
cdf-fecal
FB0826
FB082622.CDF
cdf-fecal
FB0826
FB082623.CDF
cdf-fecal
FB0826
FB082624.CDF
cdf-fecal
FB0826
FB082625.CDF
cdf-fecal
FB0826
FB082626.CDF
cdf-fecal
FB0826
FB082627.CDF
cdf-fecal
FB0826
FB082628.CDF
cdf-fecal
FB0826
FB082629.CDF
cdf-fecal
FB0826
FB082630.CDF
cdf-fecal
FB0826
FB082631.CDF
cdf-fecal
FB0826
FB082632.CDF
cdf-fecal
FB0826
FB082633.CDF
cdf-fecal
FB0826
FB082634.CDF
cdf-fecal
FB0826
FB082635.CDF
cdf-fecal
FB0826
FB082636.CDF
cdf-fecal
FB0826
FB082637.CDF
cdf-fecal
FB0827
FB082701.CDF
cdf-fecal
FB0827
FB082702.CDF
cdf-fecal
FB0827
FB082703.CDF
cdf-fecal
FB0827
FB082704.CDF
cdf-fecal
FB0827
FB082705.CDF
cdf-fecal
FB0827
FB082706.CDF
cdf-fecal
FB0827
FB082707.CDF
cdf-fecal
FB0827
FB082708.CDF
cdf-fecal
FB0827
FB082709.CDF
cdf-fecal
FB0827
FB082710.CDF
cdf-fecal
FB0827
FB082711.CDF
cdf-fecal
FB0827
FB082712.CDF
cdf-fecal
FB0827
FB082713.CDF
cdf-fecal
FB0827
FB082714.CDF
cdf-fecal
FB0827
FB082715.CDF
cdf-fecal
FB0827
FB082716.CDF
cdf-fecal
FB0827
FB082717.CDF
cdf-fecal
FB0827
FB082718.CDF
cdf-fecal
FB0827
FB082719.CDF
cdf-fecal
FB0827
FB082720.CDF
cdf-fecal
FB0827
FB082721.CDF
cdf-fecal
FB0827
FB082722.CDF
cdf-fecal
FB0827
FB082723.CDF
cdf-fecal
FB0827
FB082724.CDF
cdf-fecal
FB0827
FB082725.CDF
cdf-fecal
FB0827
FB082726.CDF
cdf-fecal
FB0827
FB082727.CDF
cdf-fecal
FB0827
FB082728.CDF
cdf-fecal
FB0827
FB082729.CDF
cdf-fecal
FB0827
FB082730.CDF
cdf-fecal
FB0827
FB082731.CDF
cdf-fecal
FB0827
FB082732.CDF
cdf-fecal
FB0827
FB082733.CDF
cdf-fecal
FB0827
FB082734.CDF
cdf-fecal
FB0827
FB082735.CDF
cdf-fecal
FB0827
FB082736.CDF
cdf-fecal
FB0827
FB082737.CDF
cdf-fecal
FB0828
FB082801.CDF
cdf-fecal
FB0828
FB082802.CDF
cdf-fecal
FB0828
FB082803.CDF
cdf-fecal
FB0828
FB082804.CDF
cdf-fecal
FB0828
FB082805.CDF
cdf-fecal
FB0828
FB082806.CDF
cdf-fecal
FB0828
FB082807.CDF
cdf-fecal
FB0828
FB082808.CDF
cdf-fecal
FB0828
FB082809.CDF
cdf-fecal
FB0828
FB082810.CDF
cdf-fecal
FB0828
FB082811.CDF
cdf-fecal
FB0828
FB082812.CDF
cdf-fecal
FB0828
FB082813.CDF
cdf-fecal
FB0828
FB082814.CDF
cdf-fecal
FB0828
FB082815.CDF
cdf-fecal
FB0828
FB082816.CDF
cdf-fecal
FB0828
FB082817.CDF
cdf-fecal
FB0828
FB082818.CDF
cdf-fecal
FB0828
FB082819.CDF
cdf-fecal
FB0828
FB082820.CDF
cdf-fecal
FB0828
FB082821.CDF
cdf-fecal
FB0828
FB082822.CDF
cdf-fecal
FB0828
FB082823.CDF
cdf-fecal
FB0828
FB082824.CDF
cdf-fecal
FB0828
FB082825.CDF
cdf-fecal
FB0828
FB082826.CDF
cdf-fecal
FB0828
FB082827.CDF
cdf-fecal
FB0828
FB082828.CDF
cdf-fecal
FB0828
FB082829.CDF
cdf-fecal
FB0828
FB082830.CDF
cdf-fecal
FB0828
FB082831.CDF
cdf-fecal
FB0828
FB082832.CDF
cdf-fecal
FB0828
FB082833.CDF
cdf-fecal
FB0828
FB082834.CDF
cdf-fecal
FB0828
FB082835.CDF
cdf-fecal
FB0828
FB082836.CDF
cdf-fecal
FB0828
FB082837.CDF
cdf-fecal
FB0829
FB082901.CDF
cdf-fecal
FB0829
FB082902.CDF
cdf-fecal
FB0829
FB082903.CDF
cdf-fecal
FB0829
FB082904.CDF
cdf-fecal
FB0829
FB082905.CDF
cdf-fecal
FB0829
FB082906.CDF
cdf-fecal
FB0829
FB082907.CDF
cdf-fecal
FB0829
FB082908.CDF
cdf-fecal
FB0829
FB082909.CDF
cdf-fecal
FB0829
FB082910.CDF
cdf-fecal
FB0829
FB082911.CDF
cdf-fecal
FB0829
FB082912.CDF
cdf-fecal
FB0829
FB082913.CDF
cdf-fecal
FB0829
FB082914.CDF
cdf-fecal
FB0829
FB082915.CDF
cdf-fecal
FB0829
FB082916.CDF
cdf-fecal
FB0829
FB082917.CDF
cdf-fecal
FB0829
FB082918.CDF
cdf-fecal
FB0829
FB082919.CDF
cdf-fecal
FB0829
FB082920.CDF
cdf-fecal
FB0829
FB082921.CDF
cdf-fecal
FB0829
FB082922.CDF
cdf-fecal
FB0829
FB082923.CDF
cdf-fecal
FB0829
FB082924.CDF
cdf-fecal
FB0829
FB082925.CDF
cdf-fecal
FB0829
FB082926.CDF
cdf-fecal
FB0829
FB082927.CDF
cdf-fecal
FB0829
FB082928.CDF
cdf-fecal
FB0829
FB082929.CDF
cdf-fecal
FB0829
FB082930.CDF
cdf-fecal
FB0829
FB082931.CDF
cdf-fecal
FB0829
FB082932.CDF
cdf-fecal
FB0829
FB082933.CDF
cdf-fecal
FB0829
FB082934.CDF
cdf-fecal
FB0829
FB082935.CDF
cdf-fecal
FB0829
FB082936.CDF
cdf-fecal
FB0829
FB082937.CDF
cdf-fecal
FB0830
FB083001.CDF
cdf-fecal
FB0830
FB083002.CDF
cdf-fecal
FB0830
FB083003.CDF
cdf-fecal
FB0830
FB083004.CDF
cdf-fecal
FB0830
FB083005.CDF
cdf-fecal
FB0830
FB083006.CDF
cdf-fecal
FB0830
FB083007.CDF
cdf-fecal
FB0830
FB083008.CDF
cdf-fecal
FB0830
FB083009.CDF
cdf-fecal
FB0830
FB083010.CDF
cdf-fecal
FB0830
FB083011.CDF
cdf-fecal
FB0830
FB083012.CDF
cdf-fecal
FB0830
FB083013.CDF
cdf-fecal
FB0830
FB083014.CDF
cdf-fecal
FB0830
FB083015.CDF
cdf-fecal
FB0830
FB083016.CDF
cdf-fecal
FB0830
FB083017.CDF
cdf-fecal
FB0830
FB083018.CDF
cdf-fecal
FB0830
FB083019.CDF
cdf-fecal
FB0830
FB083020.CDF
cdf-fecal
FB0830
FB083021.CDF
cdf-fecal
FB0830
FB083022.CDF
cdf-fecal
FB0830
FB083023.CDF
cdf-fecal
FB0830
FB083024.CDF
cdf-fecal
FB0830
FB083025.CDF
cdf-fecal
FB0830
FB083026.CDF
cdf-fecal
FB0830
FB083027.CDF
cdf-fecal
FB0830
FB083028.CDF
cdf-fecal
FB0830
FB083029.CDF
cdf-fecal
FB0830
FB083030.CDF
cdf-fecal
FB0830
FB083031.CDF
cdf-fecal
FB0830
FB083032.CDF
cdf-fecal
FB0830
FB083033.CDF
cdf-fecal
FB0830
FB083034.CDF
cdf-fecal
FB0830
FB083035.CDF
cdf-fecal
FB0830
FB083036.CDF
cdf-fecal
FB0830
FB083037.CDF
cdf-fecal
FB0831
FB083101.CDF
cdf-fecal
FB0831
FB083102.CDF
cdf-fecal
FB0831
FB083103.CDF
cdf-fecal
FB0831
FB083104.CDF
cdf-fecal
FB0831
FB083105.CDF
cdf-fecal
FB0831
FB083106.CDF
cdf-fecal
FB0831
FB083107.CDF
cdf-fecal
FB0831
FB083108.CDF
cdf-fecal
FB0831
FB083109.CDF
cdf-fecal
FB0831
FB083110.CDF
cdf-fecal
FB0831
FB083111.CDF
cdf-fecal
FB0831
FB083112.CDF
cdf-fecal
FB0831
FB083113.CDF
cdf-fecal
FB0831
FB083114.CDF
cdf-fecal
FB0831
FB083115.CDF
cdf-fecal
FB0831
FB083116.CDF
cdf-fecal
FB0831
FB083117.CDF
cdf-fecal
FB0831
FB083118.CDF
cdf-fecal
FB0831
FB083119.CDF
cdf-fecal
FB0831
FB083120.CDF
cdf-fecal
FB0831
FB083121.CDF
cdf-fecal
FB0831
FB083122.CDF
cdf-fecal
FB0831
FB083123.CDF
cdf-fecal
FB0831
FB083124.CDF
cdf-fecal
FB0831
FB083125.CDF
cdf-fecal
FB0831
FB083126.CDF
cdf-fecal
FB0831
FB083127.CDF
cdf-fecal
FB0831
FB083128.CDF
cdf-fecal
FB0831
FB083129.CDF
cdf-fecal
FB0831
FB083130.CDF
cdf-fecal
FB0831
FB083131.CDF
cdf-fecal
FB0831
FB083132.CDF
cdf-fecal
FB0831
FB083133.CDF
cdf-fecal
FB0831
FB083134.CDF
cdf-fecal
FB0831
FB083135.CDF
cdf-fecal
FB0831
FB083136.CDF
cdf-fecal
FB0831
FB083137.CDF
cdf-fecal
FB0832
FB083201.CDF
cdf-fecal
FB0832
FB083202.CDF
cdf-fecal
FB0832
FB083203.CDF
cdf-fecal
FB0832
FB083204.CDF
cdf-fecal
FB0832
FB083205.CDF
cdf-fecal
FB0832
FB083206.CDF
cdf-fecal
FB0832
FB083207.CDF
cdf-fecal
FB0832
FB083208.CDF
cdf-fecal
FB0832
FB083209.CDF
cdf-fecal
FB0832
FB083210.CDF
cdf-fecal
FB0832
FB083211.CDF
cdf-fecal
FB0832
FB083212.CDF
cdf-fecal
FB0832
FB083213.CDF
cdf-fecal
FB0832
FB083214.CDF
cdf-fecal
FB0832
FB083215.CDF
cdf-fecal
FB0832
FB083216.CDF
cdf-fecal
FB0832
FB083217.CDF
cdf-fecal
FB0832
FB083218.CDF
cdf-fecal
FB0832
FB083219.CDF
cdf-fecal
FB0832
FB083220.CDF
cdf-fecal
FB0832
FB083221.CDF
cdf-fecal
FB0832
FB083222.CDF
cdf-fecal
FB0832
FB083223.CDF
cdf-fecal
FB0832
FB083224.CDF
cdf-fecal
FB0832
FB083225.CDF
cdf-fecal
FB0832
FB083226.CDF
cdf-fecal
FB0832
FB083227.CDF
cdf-fecal
FB0832
FB083228.CDF
cdf-fecal
FB0832
FB083229.CDF
cdf-fecal
FB0832
FB083230.CDF
cdf-fecal
FB0832
FB083231.CDF
cdf-fecal
FB0832
FB083232.CDF
cdf-fecal
FB0832
FB083233.CDF
cdf-fecal
FB0832
FB083234.CDF
cdf-fecal
FB0832
FB083235.CDF
cdf-fecal
FB0832
FB083236.CDF
cdf-fecal
FB0832
FB083237.CDF
cdf-fecal
FB0833
FB083301.CDF
cdf-fecal
FB0833
FB083302.CDF
cdf-fecal
FB0833
FB083303.CDF
cdf-fecal
FB0833
FB083304.CDF
cdf-fecal
FB0833
FB083305.CDF
cdf-fecal
FB0833
FB083306.CDF
cdf-fecal
FB0833
FB083307.CDF
cdf-fecal
FB0833
FB083308.CDF
cdf-fecal
FB0833
FB083309.CDF
cdf-fecal
FB0833
FB083310.CDF
cdf-fecal
FB0833
FB083311.CDF
cdf-fecal
FB0833
FB083312.CDF
cdf-fecal
FB0833
FB083313.CDF
cdf-fecal
FB0833
FB083314.CDF
cdf-fecal
FB0833
FB083315.CDF
cdf-fecal
FB0833
FB083316.CDF
cdf-fecal
FB0833
FB083317.CDF
cdf-fecal
FB0833
FB083318.CDF
cdf-fecal
FB0833
FB083319.CDF
cdf-fecal
FB0833
FB083320.CDF
cdf-fecal
FB0833
FB083321.CDF
cdf-fecal
FB0833
FB083322.CDF
cdf-fecal
FB0833
FB083323.CDF
cdf-fecal
FB0833
FB083324.CDF
cdf-fecal
FB0833
FB083325.CDF
cdf-fecal
FB0833
FB083326.CDF
cdf-fecal
FB0833
FB083327.CDF
cdf-fecal
FB0833
FB083328.CDF
cdf-fecal
FB0833
FB083329.CDF
cdf-fecal
FB0833
FB083330.CDF
cdf-fecal
FB0833
FB083331.CDF
cdf-fecal
FB0833
FB083332.CDF
cdf-fecal
FB0833
FB083333.CDF
cdf-fecal
FB0833
FB083334.CDF
cdf-fecal
FB0833
FB083335.CDF
cdf-fecal
FB0833
FB083336.CDF
cdf-fecal
FB0833
FB083337.CDF
cdf-fecal
FB0834
FB083401.CDF
cdf-fecal
FB0834
FB083402.CDF
cdf-fecal
FB0834
FB083403.CDF
cdf-fecal
FB0834
FB083404.CDF
cdf-fecal
FB0834
FB083405.CDF
cdf-fecal
FB0834
FB083406.CDF
cdf-fecal
FB0834
FB083407.CDF
cdf-fecal
FB0834
FB083408.CDF
cdf-fecal
FB0834
FB083409.CDF
cdf-fecal
FB0834
FB083410.CDF
cdf-fecal
FB0834
FB083411.CDF
cdf-fecal
FB0834
FB083412.CDF
cdf-fecal
FB0834
FB083413.CDF
cdf-fecal
FB0834
FB083414.CDF
cdf-fecal
FB0834
FB083415.CDF
cdf-fecal
FB0834
FB083416.CDF
cdf-fecal
FB0834
FB083417.CDF
cdf-fecal
FB0834
FB083418.CDF
cdf-fecal
FB0834
FB083419.CDF
cdf-fecal
FB0834
FB083420.CDF
cdf-fecal
FB0834
FB083421.CDF
cdf-fecal
FB0834
FB083422.CDF
cdf-fecal
FB0834
FB083423.CDF
cdf-fecal
FB0834
FB083424.CDF
cdf-fecal
FB0834
FB083425.CDF
cdf-fecal
FB0834
FB083426.CDF
cdf-fecal
FB0834
FB083427.CDF
cdf-fecal
FB0834
FB083428.CDF
cdf-fecal
FB0834
FB083429.CDF
cdf-fecal
FB0834
FB083430.CDF
cdf-fecal
FB0834
FB083431.CDF
cdf-fecal
FB0834
FB083432.CDF
cdf-fecal
FB0834
FB083433.CDF
cdf-fecal
FB0834
FB083434.CDF
cdf-fecal
FB0834
FB083435.CDF
cdf-fecal
FB0834
FB083436.CDF
cdf-fecal
FB0834
FB083437.CDF
cdf-fecal
FB0835
FB083501.CDF
cdf-fecal
FB0835
FB083502.CDF
cdf-fecal
FB0835
FB083503.CDF
cdf-fecal
FB0835
FB083504.CDF
cdf-fecal
FB0835
FB083505.CDF
cdf-fecal
FB0835
FB083506.CDF
cdf-fecal
FB0835
FB083507.CDF
cdf-fecal
FB0835
FB083508.CDF
cdf-fecal
FB0835
FB083509.CDF
cdf-fecal
FB0835
FB083510.CDF
cdf-fecal
FB0835
FB083511.CDF
cdf-fecal
FB0835
FB083512.CDF
cdf-fecal
FB0835
FB083513.CDF
cdf-fecal
FB0835
FB083514.CDF
cdf-fecal
FB0835
FB083515.CDF
cdf-fecal
FB0835
FB083516.CDF
cdf-fecal
FB0835
FB083517.CDF
cdf-fecal
FB0835
FB083518.CDF
cdf-fecal
FB0835
FB083519.CDF
cdf-fecal
FB0835
FB083520.CDF
cdf-fecal
FB0835
FB083521.CDF
cdf-fecal
FB0835
FB083522.CDF
cdf-fecal
FB0835
FB083523.CDF
cdf-fecal
FB0835
FB083524.CDF
cdf-fecal
FB0835
FB083525.CDF
cdf-fecal
FB0835
FB083526.CDF
cdf-fecal
FB0835
FB083527.CDF
cdf-fecal
FB0835
FB083528.CDF
cdf-fecal
FB0835
FB083529.CDF
cdf-fecal
FB0835
FB083530.CDF
cdf-fecal
FB0835
FB083531.CDF
cdf-fecal
FB0835
FB083532.CDF
cdf-fecal
FB0835
FB083533.CDF
cdf-fecal
FB0835
FB083534.CDF
cdf-fecal
FB0835
FB083535.CDF
cdf-fecal
FB0835
FB083536.CDF
cdf-fecal
FB0835
FB083537.CDF
cdf-fecal
FB0836
FB083601.CDF
cdf-fecal
FB0836
FB083602.CDF
cdf-fecal
FB0836
FB083603.CDF
cdf-fecal
FB0836
FB083604.CDF
cdf-fecal
FB0836
FB083605.CDF
cdf-fecal
FB0836
FB083606.CDF
cdf-fecal
FB0836
FB083607.CDF
cdf-fecal
FB0836
FB083608.CDF
cdf-fecal
FB0836
FB083609.CDF
cdf-fecal
FB0836
FB083610.CDF
cdf-fecal
FB0836
FB083611.CDF
cdf-fecal
FB0836
FB083612.CDF
cdf-fecal
FB0836
FB083613.CDF
cdf-fecal
FB0836
FB083614.CDF
cdf-fecal
FB0836
FB083615.CDF
cdf-fecal
FB0836
FB083616.CDF
cdf-fecal
FB0836
FB083617.CDF
cdf-fecal
FB0836
FB083618.CDF
cdf-fecal
FB0836
FB083619.CDF
cdf-fecal
FB0836
FB083620.CDF
cdf-fecal
FB0836
FB083621.CDF
cdf-fecal
FB0836
FB083622.CDF
cdf-fecal
FB0836
FB083623.CDF
cdf-fecal
FB0836
FB083624.CDF
cdf-fecal
FB0836
FB083625.CDF
cdf-fecal
FB0836
FB083626.CDF
cdf-fecal
FB0836
FB083627.CDF
cdf-fecal
FB0836
FB083628.CDF
cdf-fecal
FB0836
FB083629.CDF
cdf-fecal
FB0836
FB083630.CDF
cdf-fecal
FB0836
FB083631.CDF
cdf-fecal
FB0836
FB083632.CDF
cdf-fecal
FB0836
FB083633.CDF
cdf-fecal
FB0836
FB083634.CDF
cdf-fecal
FB0836
FB083635.CDF
cdf-fecal
FB0836
FB083636.CDF
cdf-fecal
FB0836
FB083637.CDF
cdf-fecal
FB0837
FB083701.CDF
cdf-fecal
FB0837
FB083702.CDF
cdf-fecal
FB0837
FB083703.CDF
cdf-fecal
FB0837
FB083704.CDF
cdf-fecal
FB0837
FB083705.CDF
cdf-fecal
FB0837
FB083706.CDF
cdf-fecal
FB0837
FB083707.CDF
cdf-fecal
FB0837
FB083708.CDF
cdf-fecal
FB0837
FB083709.CDF
cdf-fecal
FB0837
FB083710.CDF
cdf-fecal
FB0837
FB083711.CDF
cdf-fecal
FB0837
FB083712.CDF
cdf-fecal
FB0837
FB083713.CDF
cdf-fecal
FB0837
FB083714.CDF
cdf-fecal
FB0837
FB083715.CDF
cdf-fecal
FB0837
FB083716.CDF
cdf-fecal
FB0837
FB083717.CDF
cdf-fecal
FB0837
FB083718.CDF
cdf-fecal
FB0837
FB083719.CDF
cdf-fecal
FB0837
FB083720.CDF
cdf-fecal
FB0837
FB083721.CDF
cdf-fecal
FB0837
FB083722.CDF
cdf-fecal
FB0837
FB083723.CDF
cdf-fecal
FB0837
FB083724.CDF
cdf-fecal
FB0837
FB083725.CDF
cdf-fecal
FB0837
FB083726.CDF
cdf-fecal
FB0837
FB083727.CDF
cdf-fecal
FB0837
FB083728.CDF
cdf-fecal
FB0837
FB083729.CDF
cdf-fecal
FB0837
FB083730.CDF
cdf-fecal
FB0837
FB083731.CDF
cdf-fecal
FB0837
FB083732.CDF
cdf-fecal
FB0837
FB083733.CDF
cdf-fecal
FB0837
FB083734.CDF
cdf-fecal
FB0837
FB083735.CDF
cdf-fecal
FB0837
FB083736.CDF
cdf-fecal
FB0837
FB083737.CDF
cdf-fecal
FB0838
FB083801.CDF
cdf-fecal
FB0838
FB083802.CDF
cdf-fecal
FB0838
FB083803.CDF
cdf-fecal
FB0838
FB083804.CDF
cdf-fecal
FB0838
FB083805.CDF
cdf-fecal
FB0838
FB083806.CDF
cdf-fecal
FB0838
FB083807.CDF
cdf-fecal
FB0838
FB083808.CDF
cdf-fecal
FB0838
FB083809.CDF
cdf-fecal
FB0838
FB083810.CDF
cdf-fecal
FB0838
FB083811.CDF
cdf-fecal
FB0838
FB083812.CDF
cdf-fecal
FB0838
FB083813.CDF
cdf-fecal
FB0838
FB083814.CDF
cdf-fecal
FB0838
FB083815.CDF
cdf-fecal
FB0838
FB083816.CDF
cdf-fecal
FB0838
FB083817.CDF
cdf-fecal
FB0838
FB083818.CDF
cdf-fecal
FB0838
FB083819.CDF
cdf-fecal
FB0838
FB083820.CDF
cdf-fecal
FB0838
FB083821.CDF
cdf-fecal
FB0838
FB083822.CDF
cdf-fecal
FB0838
FB083823.CDF
cdf-fecal
FB0838
FB083824.CDF
cdf-fecal
FB0838
FB083825.CDF
cdf-fecal
FB0838
FB083826.CDF
cdf-fecal
FB0838
FB083827.CDF
cdf-fecal
FB0838
FB083828.CDF
cdf-fecal
FB0838
FB083829.CDF
cdf-fecal
FB0838
FB083830.CDF
cdf-fecal
FB0838
FB083831.CDF
cdf-fecal
FB0838
FB083832.CDF
cdf-fecal
FB0838
FB083833.CDF
cdf-fecal
FB0838
FB083834.CDF
cdf-fecal
FB0838
FB083835.CDF
cdf-fecal
FB0838
FB083836.CDF
cdf-fecal
FB0838
FB083837.CDF
cdf-fecal
FB0839
FB083901.CDF
cdf-fecal
FB0839
FB083902.CDF
cdf-fecal
FB0839
FB083903.CDF
cdf-fecal
FB0839
FB083904.CDF
cdf-fecal
FB0839
FB083905.CDF
cdf-fecal
FB0839
FB083906.CDF
cdf-fecal
FB0839
FB083907.CDF
cdf-fecal
FB0839
FB083908.CDF
cdf-fecal
FB0839
FB083909.CDF
cdf-fecal
FB0839
FB083910.CDF
cdf-fecal
FB0839
FB083911.CDF
cdf-fecal
FB0839
FB083912.CDF
cdf-fecal
FB0839
FB083913.CDF
cdf-fecal
FB0839
FB083914.CDF
cdf-fecal
FB0839
FB083915.CDF
cdf-fecal
FB0839
FB083916.CDF
cdf-fecal
FB0839
FB083917.CDF
cdf-fecal
FB0839
FB083918.CDF
cdf-fecal
FB0839
FB083919.CDF
cdf-fecal
FB0839
FB083920.CDF
cdf-fecal
FB0839
FB083921.CDF
cdf-fecal
FB0839
FB083922.CDF
cdf-fecal
FB0839
FB083923.CDF
cdf-fecal
FB0839
FB083924.CDF
cdf-fecal
FB0839
FB083925.CDF
cdf-fecal
FB0839
FB083926.CDF
cdf-fecal
FB0839
FB083927.CDF
cdf-fecal
FB0839
FB083928.CDF
cdf-fecal
FB0839
FB083929.CDF
cdf-fecal
FB0839
FB083930.CDF
cdf-fecal
FB0839
FB083931.CDF
cdf-fecal
FB0839
FB083932.CDF
cdf-fecal
FB0839
FB083933.CDF
cdf-fecal
FB0839
FB083934.CDF
cdf-fecal
FB0839
FB083935.CDF
cdf-fecal
FB0839
FB083936.CDF
cdf-fecal
FB0839
FB083937.CDF
cdf-fecal
FB0840
FB084001.CDF
cdf-fecal
FB0840
FB084002.CDF
cdf-fecal
FB0840
FB084003.CDF
cdf-fecal
FB0840
FB084004.CDF
cdf-fecal
FB0840
FB084005.CDF
cdf-fecal
FB0840
FB084006.CDF
cdf-fecal
FB0840
FB084007.CDF
cdf-fecal
FB0840
FB084008.CDF
cdf-fecal
FB0840
FB084009.CDF
cdf-fecal
FB0840
FB084010.CDF
cdf-fecal
FB0840
FB084011.CDF
cdf-fecal
FB0840
FB084012.CDF
cdf-fecal
FB0840
FB084013.CDF
cdf-fecal
FB0840
FB084014.CDF
cdf-fecal
FB0840
FB084015.CDF
cdf-fecal
FB0840
FB084016.CDF
cdf-fecal
FB0840
FB084017.CDF
cdf-fecal
FB0840
FB084018.CDF
cdf-fecal
FB0840
FB084019.CDF
cdf-fecal
FB0840
FB084020.CDF
cdf-fecal
FB0840
FB084021.CDF
cdf-fecal
FB0840
FB084022.CDF
cdf-fecal
FB0840
FB084023.CDF
cdf-fecal
FB0840
FB084024.CDF
cdf-fecal
FB0840
FB084025.CDF
cdf-fecal
FB0840
FB084026.CDF
cdf-fecal
FB0840
FB084027.CDF
cdf-fecal
FB0840
FB084028.CDF
cdf-fecal
FB0840
FB084029.CDF
cdf-fecal
FB0840
FB084030.CDF
cdf-fecal
FB0840
FB084031.CDF
cdf-fecal
FB0840
FB084032.CDF
cdf-fecal
FB0840
FB084033.CDF
cdf-fecal
FB0840
FB084034.CDF
cdf-fecal
FB0840
FB084035.CDF
cdf-fecal
FB0840
FB084036.CDF
cdf-fecal
FB0840
FB084037.CDF
cdf-fecal
FB0841
FB084101.CDF
cdf-fecal
FB0841
FB084102.CDF
cdf-fecal
FB0841
FB084103.CDF
cdf-fecal
FB0841
FB084104.CDF
cdf-fecal
FB0841
FB084105.CDF
cdf-fecal
FB0841
FB084106.CDF
cdf-fecal
FB0841
FB084107.CDF
cdf-fecal
FB0841
FB084108.CDF
cdf-fecal
FB0841
FB084109.CDF
cdf-fecal
FB0841
FB084110.CDF
cdf-fecal
FB0841
FB084111.CDF
cdf-fecal
FB0841
FB084112.CDF
cdf-fecal
FB0841
FB084113.CDF
cdf-fecal
FB0841
FB084114.CDF
cdf-fecal
FB0841
FB084115.CDF
cdf-fecal
FB0841
FB084116.CDF
cdf-fecal
FB0841
FB084117.CDF
cdf-fecal
FB0841
FB084118.CDF
cdf-fecal
FB0841
FB084119.CDF
cdf-fecal
FB0841
FB084120.CDF
cdf-fecal
FB0841
FB084121.CDF
cdf-fecal
FB0841
FB084122.CDF
cdf-fecal
FB0841
FB084123.CDF
cdf-fecal
FB0841
FB084124.CDF
cdf-fecal
FB0841
FB084125.CDF
cdf-fecal
FB0841
FB084126.CDF
cdf-fecal
FB0841
FB084127.CDF
cdf-fecal
FB0841
FB084128.CDF
cdf-fecal
FB0841
FB084129.CDF
cdf-fecal
FB0841
FB084130.CDF
cdf-fecal
FB0841
FB084131.CDF
cdf-fecal
FB0841
FB084132.CDF
cdf-fecal
FB0841
FB084133.CDF
cdf-fecal
FB0841
FB084134.CDF
cdf-fecal
FB0841
FB084135.CDF
cdf-fecal
FB0841
FB084136.CDF
cdf-fecal
FB0841
FB084137.CDF
cdf-fecal
FB0842
FB084201.CDF
cdf-fecal
FB0842
FB084202.CDF
cdf-fecal
FB0842
FB084203.CDF
cdf-fecal
FB0842
FB084204.CDF
cdf-fecal
FB0842
FB084205.CDF
cdf-fecal
FB0842
FB084206.CDF
cdf-fecal
FB0842
FB084207.CDF
cdf-fecal
FB0842
FB084208.CDF
cdf-fecal
FB0842
FB084209.CDF
cdf-fecal
FB0842
FB084210.CDF
cdf-fecal
FB0842
FB084211.CDF
cdf-fecal
FB0842
FB084212.CDF
cdf-fecal
FB0842
FB084213.CDF
cdf-fecal
FB0842
FB084214.CDF
cdf-fecal
FB0842
FB084215.CDF
cdf-fecal
FB0842
FB084216.CDF
cdf-fecal
FB0842
FB084217.CDF
cdf-fecal
FB0842
FB084218.CDF
cdf-fecal
FB0842
FB084219.CDF
cdf-fecal
FB0842
FB084220.CDF
cdf-fecal
FB0842
FB084221.CDF
cdf-fecal
FB0842
FB084222.CDF
cdf-fecal
FB0842
FB084223.CDF
cdf-fecal
FB0842
FB084224.CDF
cdf-fecal
FB0842
FB084225.CDF
cdf-fecal
FB0842
FB084226.CDF
cdf-fecal
FB0842
FB084227.CDF
cdf-fecal
FB0842
FB084228.CDF
cdf-fecal
FB0842
FB084229.CDF
cdf-fecal
FB0842
FB084230.CDF
cdf-fecal
FB0842
FB084231.CDF
cdf-fecal
FB0842
FB084232.CDF
cdf-fecal
FB0842
FB084233.CDF
cdf-fecal
FB0842
FB084234.CDF
cdf-fecal
FB0842
FB084235.CDF
cdf-fecal
FB0842
FB084236.CDF
cdf-fecal
FB0842
FB084237.CDF
cdf-fecal
FB0843
FB084301.CDF
cdf-fecal
FB0843
FB084302.CDF
cdf-fecal
FB0843
FB084303.CDF
cdf-fecal
FB0843
FB084304.CDF
cdf-fecal
FB0843
FB084305.CDF
cdf-fecal
FB0843
FB084306.CDF
cdf-fecal
FB0843
FB084307.CDF
cdf-fecal
FB0843
FB084308.CDF
cdf-fecal
FB0843
FB084309.CDF
cdf-fecal
FB0843
FB084310.CDF
cdf-fecal
FB0843
FB084311.CDF
cdf-fecal
FB0843
FB084312.CDF
cdf-fecal
FB0843
FB084313.CDF
cdf-fecal
FB0843
FB084314.CDF
cdf-fecal
FB0843
FB084315.CDF
cdf-fecal
FB0843
FB084316.CDF
cdf-fecal
FB0843
FB084317.CDF
cdf-fecal
FB0843
FB084318.CDF
cdf-fecal
FB0843
FB084319.CDF
cdf-fecal
FB0843
FB084320.CDF
cdf-fecal
FB0843
FB084321.CDF
cdf-fecal
FB0843
FB084322.CDF
cdf-fecal
FB0843
FB084323.CDF
cdf-fecal
FB0843
FB084324.CDF
cdf-fecal
FB0843
FB084325.CDF
cdf-fecal
FB0843
FB084326.CDF
cdf-fecal
FB0843
FB084327.CDF
cdf-fecal
FB0843
FB084328.CDF
cdf-fecal
FB0843
FB084329.CDF
cdf-fecal
FB0843
FB084330.CDF
cdf-fecal
FB0843
FB084331.CDF
cdf-fecal
FB0843
FB084332.CDF
cdf-fecal
FB0843
FB084333.CDF
cdf-fecal
FB0843
FB084334.CDF
cdf-fecal
FB0843
FB084335.CDF
cdf-fecal
FB0843
FB084336.CDF
cdf-fecal
FB0843
FB084337.CDF
cdf-fecal
FB0844
FB084401.CDF
cdf-fecal
FB0844
FB084402.CDF
cdf-fecal
FB0844
FB084403.CDF
cdf-fecal
FB0844
FB084404.CDF
cdf-fecal
FB0844
FB084405.CDF
cdf-fecal
FB0844
FB084406.CDF
cdf-fecal
FB0844
FB084407.CDF
cdf-fecal
FB0844
FB084408.CDF
cdf-fecal
FB0844
FB084409.CDF
cdf-fecal
FB0844
FB084410.CDF
cdf-fecal
FB0844
FB084411.CDF
cdf-fecal
FB0844
FB084412.CDF
cdf-fecal
FB0844
FB084413.CDF
cdf-fecal
FB0844
FB084414.CDF
cdf-fecal
FB0844
FB084415.CDF
cdf-fecal
FB0844
FB084416.CDF
cdf-fecal
FB0844
FB084417.CDF
cdf-fecal
FB0844
FB084418.CDF
cdf-fecal
FB0844
FB084419.CDF
cdf-fecal
FB0844
FB084420.CDF
cdf-fecal
FB0844
FB084421.CDF
cdf-fecal
FB0844
FB084422.CDF
cdf-fecal
FB0844
FB084423.CDF
cdf-fecal
FB0844
FB084424.CDF
cdf-fecal
FB0844
FB084425.CDF
cdf-fecal
FB0844
FB084426.CDF
cdf-fecal
FB0844
FB084427.CDF
cdf-fecal
FB0844
FB084428.CDF
cdf-fecal
FB0844
FB084429.CDF
cdf-fecal
FB0844
FB084430.CDF
cdf-fecal
FB0844
FB084431.CDF
cdf-fecal
FB0844
FB084432.CDF
cdf-fecal
FB0844
FB084433.CDF
cdf-fecal
FB0844
FB084434.CDF
cdf-fecal
FB0844
FB084435.CDF
cdf-fecal
FB0844
FB084436.CDF
cdf-fecal
FB0844
FB084437.CDF
cdf-fecal
FB0845
FB084501.CDF
cdf-fecal
FB0845
FB084502.CDF
cdf-fecal
FB0845
FB084503.CDF
cdf-fecal
FB0845
FB084504.CDF
cdf-fecal
FB0845
FB084505.CDF
cdf-fecal
FB0845
FB084506.CDF
cdf-fecal
FB0845
FB084507.CDF
cdf-fecal
FB0845
FB084508.CDF
cdf-fecal
FB0845
FB084509.CDF
cdf-fecal
FB0845
FB084510.CDF
cdf-fecal
FB0845
FB084511.CDF
cdf-fecal
FB0845
FB084512.CDF
cdf-fecal
FB0845
FB084513.CDF
cdf-fecal
FB0845
FB084514.CDF
cdf-fecal
FB0845
FB084515.CDF
cdf-fecal
FB0845
FB084516.CDF
cdf-fecal
FB0845
FB084517.CDF
cdf-fecal
FB0845
FB084518.CDF
cdf-fecal
FB0845
FB084519.CDF
cdf-fecal
FB0845
FB084520.CDF
cdf-fecal
FB0845
FB084521.CDF
cdf-fecal
FB0845
FB084522.CDF
cdf-fecal
FB0845
FB084523.CDF
cdf-fecal
FB0845
FB084524.CDF
cdf-fecal
FB0845
FB084525.CDF
cdf-fecal
FB0845
FB084526.CDF
cdf-fecal
FB0845
FB084527.CDF
cdf-fecal
FB0845
FB084528.CDF
cdf-fecal
FB0845
FB084529.CDF
cdf-fecal
FB0845
FB084530.CDF
cdf-fecal
FB0845
FB084531.CDF
cdf-fecal
FB0845
FB084532.CDF
cdf-fecal
FB0845
FB084533.CDF
cdf-fecal
FB0845
FB084534.CDF
cdf-fecal
FB0845
FB084535.CDF
cdf-fecal
FB0845
FB084536.CDF
cdf-fecal
FB0845
FB084537.CDF
cdf-fecal
FB0846
FB084601.CDF
cdf-fecal
FB0846
FB084602.CDF
cdf-fecal
FB0846
FB084603.CDF
cdf-fecal
FB0846
FB084604.CDF
cdf-fecal
FB0846
FB084605.CDF
cdf-fecal
FB0846
FB084606.CDF
cdf-fecal
FB0846
FB084607.CDF
cdf-fecal
FB0846
FB084608.CDF
cdf-fecal
FB0846
FB084609.CDF
cdf-fecal
FB0846
FB084610.CDF
cdf-fecal
FB0846
FB084611.CDF
cdf-fecal
FB0846
FB084612.CDF
cdf-fecal
FB0846
FB084613.CDF
cdf-fecal
FB0846
FB084614.CDF
cdf-fecal
FB0846
FB084615.CDF
cdf-fecal
FB0846
FB084616.CDF
cdf-fecal
FB0846
FB084617.CDF
cdf-fecal
FB0846
FB084618.CDF
cdf-fecal
FB0846
FB084619.CDF
cdf-fecal
FB0846
FB084620.CDF
cdf-fecal
FB0846
FB084621.CDF
cdf-fecal
FB0846
FB084622.CDF
cdf-fecal
FB0846
FB084623.CDF
cdf-fecal
FB0846
FB084624.CDF
cdf-fecal
FB0846
FB084625.CDF
cdf-fecal
FB0846
FB084626.CDF
cdf-fecal
FB0846
FB084627.CDF
cdf-fecal
FB0846
FB084628.CDF
cdf-fecal
FB0846
FB084629.CDF
cdf-fecal
FB0846
FB084630.CDF
cdf-fecal
FB0846
FB084631.CDF
cdf-fecal
FB0846
FB084632.CDF
cdf-fecal
FB0846
FB084633.CDF
cdf-fecal
FB0846
FB084634.CDF
cdf-fecal
FB0846
FB084635.CDF
cdf-fecal
FB0846
FB084636.CDF
cdf-fecal
FB0846
FB084637.CDF
cdf-fecal
FB0847
FB084701.CDF
cdf-fecal
FB0847
FB084702.CDF
cdf-fecal
FB0847
FB084703.CDF
cdf-fecal
FB0847
FB084704.CDF
cdf-fecal
FB0847
FB084705.CDF
cdf-fecal
FB0847
FB084706.CDF
cdf-fecal
FB0847
FB084707.CDF
cdf-fecal
FB0847
FB084708.CDF
cdf-fecal
FB0847
FB084709.CDF
cdf-fecal
FB0847
FB084710.CDF
cdf-fecal
FB0847
FB084711.CDF
cdf-fecal
FB0847
FB084712.CDF
cdf-fecal
FB0847
FB084713.CDF
cdf-fecal
FB0847
FB084714.CDF
cdf-fecal
FB0847
FB084715.CDF
cdf-fecal
FB0847
FB084716.CDF
cdf-fecal
FB0847
FB084717.CDF
cdf-fecal
FB0847
FB084718.CDF
cdf-fecal
FB0847
FB084719.CDF
cdf-fecal
FB0847
FB084720.CDF
cdf-fecal
FB0847
FB084721.CDF
cdf-fecal
FB0847
FB084722.CDF
cdf-fecal
FB0847
FB084723.CDF
cdf-fecal
FB0847
FB084724.CDF
cdf-fecal
FB0847
FB084725.CDF
cdf-fecal
FB0847
FB084726.CDF
cdf-fecal
FB0847
FB084727.CDF
cdf-fecal
FB0847
FB084728.CDF
cdf-fecal
FB0847
FB084729.CDF
cdf-fecal
FB0847
FB084730.CDF
cdf-fecal
FB0847
FB084731.CDF
cdf-fecal
FB0847
FB084732.CDF
cdf-fecal
FB0847
FB084733.CDF
cdf-fecal
FB0847
FB084734.CDF
cdf-fecal
FB0847
FB084735.CDF
cdf-fecal
FB0847
FB084736.CDF
cdf-fecal
FB0847
FB084737.CDF
cdf-fecal
FB0848
FB084801.CDF
cdf-fecal
FB0848
FB084802.CDF
cdf-fecal
FB0848
FB084803.CDF
cdf-fecal
FB0848
FB084804.CDF
cdf-fecal
FB0848
FB084805.CDF
cdf-fecal
FB0848
FB084806.CDF
cdf-fecal
FB0848
FB084807.CDF
cdf-fecal
FB0848
FB084808.CDF
cdf-fecal
FB0848
FB084809.CDF
cdf-fecal
FB0848
FB084810.CDF
cdf-fecal
FB0848
FB084811.CDF
cdf-fecal
FB0848
FB084812.CDF
cdf-fecal
FB0848
FB084813.CDF
cdf-fecal
FB0848
FB084814.CDF
cdf-fecal
FB0848
FB084815.CDF
cdf-fecal
FB0848
FB084816.CDF
cdf-fecal
FB0848
FB084817.CDF
cdf-fecal
FB0848
FB084818.CDF
cdf-fecal
FB0848
FB084819.CDF
cdf-fecal
FB0848
FB084820.CDF
cdf-fecal
FB0848
FB084821.CDF
cdf-fecal
FB0848
FB084822.CDF
cdf-fecal
FB0848
FB084823.CDF
cdf-fecal
FB0848
FB084824.CDF
cdf-fecal
FB0848
FB084825.CDF
cdf-fecal
FB0848
FB084826.CDF
cdf-fecal
FB0848
FB084827.CDF
cdf-fecal
FB0848
FB084828.CDF
cdf-fecal
FB0848
FB084829.CDF
cdf-fecal
FB0848
FB084830.CDF
cdf-fecal
FB0848
FB084831.CDF
cdf-fecal
FB0848
FB084832.CDF
cdf-fecal
FB0848
FB084833.CDF
cdf-fecal
FB0848
FB084834.CDF
cdf-fecal
FB0848
FB084835.CDF
cdf-fecal
FB0848
FB084836.CDF
cdf-fecal
FB0848
FB084837.CDF
cdf-fecal
FB0849
FB084901.CDF
cdf-fecal
FB0849
FB084902.CDF
cdf-fecal
FB0849
FB084903.CDF
cdf-fecal
FB0849
FB084904.CDF
cdf-fecal
FB0849
FB084905.CDF
cdf-fecal
FB0849
FB084906.CDF
cdf-fecal
FB0849
FB084907.CDF
cdf-fecal
FB0849
FB084908.CDF
cdf-fecal
FB0849
FB084909.CDF
cdf-fecal
FB0849
FB084910.CDF
cdf-fecal
FB0849
FB084911.CDF
cdf-fecal
FB0849
FB084912.CDF
cdf-fecal
FB0849
FB084913.CDF
cdf-fecal
FB0849
FB084914.CDF
cdf-fecal
FB0849
FB084915.CDF
cdf-fecal
FB0849
FB084916.CDF
cdf-fecal
FB0849
FB084917.CDF
cdf-fecal
FB0849
FB084918.CDF
cdf-fecal
FB0849
FB084919.CDF
cdf-fecal
FB0849
FB084920.CDF
cdf-fecal
FB0849
FB084921.CDF
cdf-fecal
FB0849
FB084922.CDF
cdf-fecal
FB0849
FB084923.CDF
cdf-fecal
FB0849
FB084924.CDF
cdf-fecal
FB0849
FB084925.CDF
cdf-fecal
FB0849
FB084926.CDF
cdf-fecal
FB0849
FB084927.CDF
cdf-fecal
FB0849
FB084928.CDF
cdf-fecal
FB0849
FB084929.CDF
cdf-fecal
FB0849
FB084930.CDF
cdf-fecal
FB0849
FB084931.CDF
cdf-fecal
FB0849
FB084932.CDF
cdf-fecal
FB0849
FB084933.CDF
cdf-fecal
FB0849
FB084934.CDF
cdf-fecal
FB0849
FB084935.CDF
cdf-fecal
FB0849
FB084936.CDF
cdf-fecal
FB0849
FB084937.CDF
cdf-fecal
FB0850
FB085001.CDF
cdf-fecal
FB0850
FB085002.CDF
cdf-fecal
FB0850
FB085003.CDF
cdf-fecal
FB0850
FB085004.CDF
cdf-fecal
FB0850
FB085005.CDF
cdf-fecal
FB0850
FB085006.CDF
cdf-fecal
FB0850
FB085007.CDF
cdf-fecal
FB0850
FB085008.CDF
cdf-fecal
FB0850
FB085009.CDF
cdf-fecal
FB0850
FB085010.CDF
cdf-fecal
FB0850
FB085011.CDF
cdf-fecal
FB0850
FB085012.CDF
cdf-fecal
FB0850
FB085013.CDF
cdf-fecal
FB0850
FB085014.CDF
cdf-fecal
FB0850
FB085015.CDF
cdf-fecal
FB0850
FB085016.CDF
cdf-fecal
FB0850
FB085017.CDF
cdf-fecal
FB0850
FB085018.CDF
cdf-fecal
FB0850
FB085019.CDF
cdf-fecal
FB0850
FB085020.CDF
cdf-fecal
FB0850
FB085021.CDF
cdf-fecal
FB0850
FB085022.CDF
cdf-fecal
FB0850
FB085023.CDF
cdf-fecal
FB0850
FB085024.CDF
cdf-fecal
FB0850
FB085025.CDF
cdf-fecal
FB0850
FB085026.CDF
cdf-fecal
FB0850
FB085027.CDF
cdf-fecal
FB0850
FB085028.CDF
cdf-fecal
FB0850
FB085029.CDF
cdf-fecal
FB0850
FB085030.CDF
cdf-fecal
FB0850
FB085031.CDF
cdf-fecal
FB0850
FB085032.CDF
cdf-fecal
FB0850
FB085033.CDF
cdf-fecal
FB0850
FB085034.CDF
cdf-fecal
FB0850
FB085035.CDF
cdf-fecal
FB0850
FB085036.CDF
cdf-fecal
FB0850
FB085037.CDF
cdf-fecal
FB0851
FB085101.CDF
cdf-fecal
FB0851
FB085102.CDF
cdf-fecal
FB0851
FB085103.CDF
cdf-fecal
FB0851
FB085104.CDF
cdf-fecal
FB0851
FB085105.CDF
cdf-fecal
FB0851
FB085106.CDF
cdf-fecal
FB0851
FB085107.CDF
cdf-fecal
FB0851
FB085108.CDF
cdf-fecal
FB0851
FB085109.CDF
cdf-fecal
FB0851
FB085110.CDF
cdf-fecal
FB0851
FB085111.CDF
cdf-fecal
FB0851
FB085112.CDF
cdf-fecal
FB0851
FB085113.CDF
cdf-fecal
FB0851
FB085114.CDF
cdf-fecal
FB0851
FB085115.CDF
cdf-fecal
FB0851
FB085116.CDF
cdf-fecal
FB0851
FB085117.CDF
cdf-fecal
FB0851
FB085118.CDF
cdf-fecal
FB0851
FB085119.CDF
cdf-fecal
FB0851
FB085120.CDF
cdf-fecal
FB0851
FB085121.CDF
cdf-fecal
FB0851
FB085122.CDF
cdf-fecal
FB0851
FB085123.CDF
cdf-fecal
FB0851
FB085124.CDF
cdf-fecal
FB0851
FB085125.CDF
cdf-fecal
FB0851
FB085126.CDF
cdf-fecal
FB0851
FB085127.CDF
cdf-fecal
FB0851
FB085128.CDF
cdf-fecal
FB0851
FB085129.CDF
cdf-fecal
FB0851
FB085130.CDF
cdf-fecal
FB0851
FB085131.CDF
cdf-fecal
FB0851
FB085132.CDF
cdf-fecal
FB0851
FB085133.CDF
cdf-fecal
FB0851
FB085134.CDF
cdf-fecal
FB0851
FB085135.CDF
cdf-fecal
FB0851
FB085136.CDF
cdf-fecal
FB0851
FB085137.CDF
cdf-fecal
FB0852
FB085201.CDF
cdf-fecal
FB0852
FB085202.CDF
cdf-fecal
FB0852
FB085203.CDF
cdf-fecal
FB0852
FB085204.CDF
cdf-fecal
FB0852
FB085205.CDF
cdf-fecal
FB0852
FB085206.CDF
cdf-fecal
FB0852
FB085207.CDF
cdf-fecal
FB0852
FB085208.CDF
cdf-fecal
FB0852
FB085209.CDF
cdf-fecal
FB0852
FB085210.CDF
cdf-fecal
FB0852
FB085211.CDF
cdf-fecal
FB0852
FB085212.CDF
cdf-fecal
FB0852
FB085213.CDF
cdf-fecal
FB0852
FB085214.CDF
cdf-fecal
FB0852
FB085215.CDF
cdf-fecal
FB0852
FB085216.CDF
cdf-fecal
FB0852
FB085217.CDF
cdf-fecal
FB0852
FB085218.CDF
cdf-fecal
FB0852
FB085219.CDF
cdf-fecal
FB0852
FB085220.CDF
cdf-fecal
FB0852
FB085221.CDF
cdf-fecal
FB0852
FB085222.CDF
cdf-fecal
FB0852
FB085223.CDF
cdf-fecal
FB0852
FB085224.CDF
cdf-fecal
FB0852
FB085225.CDF
cdf-fecal
FB0852
FB085226.CDF
cdf-fecal
FB0852
FB085227.CDF
cdf-fecal
FB0852
FB085228.CDF
cdf-fecal
FB0852
FB085229.CDF
cdf-fecal
FB0852
FB085230.CDF
cdf-fecal
FB0852
FB085231.CDF
cdf-fecal
FB0852
FB085232.CDF
cdf-fecal
FB0852
FB085233.CDF
cdf-fecal
FB0852
FB085234.CDF
cdf-fecal
FB0852
FB085235.CDF
cdf-fecal
FB0852
FB085236.CDF
cdf-fecal
FB0852
FB085237.CDF
cdf-fecal
FB0853
FB085301.CDF
cdf-fecal
FB0853
FB085302.CDF
cdf-fecal
FB0853
FB085303.CDF
cdf-fecal
FB0853
FB085304.CDF
cdf-fecal
FB0853
FB085305.CDF
cdf-fecal
FB0853
FB085306.CDF
cdf-fecal
FB0853
FB085307.CDF
cdf-fecal
FB0853
FB085308.CDF
cdf-fecal
FB0853
FB085309.CDF
cdf-fecal
FB0853
FB085310.CDF
cdf-fecal
FB0853
FB085311.CDF
cdf-fecal
FB0853
FB085312.CDF
cdf-fecal
FB0853
FB085313.CDF
cdf-fecal
FB0853
FB085314.CDF
cdf-fecal
FB0853
FB085315.CDF
cdf-fecal
FB0853
FB085316.CDF
cdf-fecal
FB0853
FB085317.CDF
cdf-fecal
FB0853
FB085318.CDF
cdf-fecal
FB0853
FB085319.CDF
cdf-fecal
FB0853
FB085320.CDF
cdf-fecal
FB0853
FB085321.CDF
cdf-fecal
FB0853
FB085322.CDF
cdf-fecal
FB0853
FB085323.CDF
cdf-fecal
FB0853
FB085324.CDF
cdf-fecal
FB0853
FB085325.CDF
cdf-fecal
FB0853
FB085326.CDF
cdf-fecal
FB0853
FB085327.CDF
cdf-fecal
FB0853
FB085328.CDF
cdf-fecal
FB0853
FB085329.CDF
cdf-fecal
FB0853
FB085330.CDF
cdf-fecal
FB0853
FB085331.CDF
cdf-fecal
FB0853
FB085332.CDF
cdf-fecal
FB0853
FB085333.CDF
cdf-fecal
FB0853
FB085334.CDF
cdf-fecal
FB0853
FB085335.CDF
cdf-fecal
FB0853
FB085336.CDF
cdf-fecal
FB0853
FB085337.CDF
cdf-fecal
FB0854
FB085401.CDF
cdf-fecal
FB0854
FB085402.CDF
cdf-fecal
FB0854
FB085403.CDF
cdf-fecal
FB0854
FB085404.CDF
cdf-fecal
FB0854
FB085405.CDF
cdf-fecal
FB0854
FB085406.CDF
cdf-fecal
FB0854
FB085407.CDF
cdf-fecal
FB0854
FB085408.CDF
cdf-fecal
FB0854
FB085409.CDF
cdf-fecal
FB0854
FB085410.CDF
cdf-fecal
FB0854
FB085411.CDF
cdf-fecal
FB0854
FB085412.CDF
cdf-fecal
FB0854
FB085413.CDF
cdf-fecal
FB0854
FB085414.CDF
cdf-fecal
FB0854
FB085415.CDF
cdf-fecal
FB0854
FB085416.CDF
cdf-fecal
FB0854
FB085417.CDF
cdf-fecal
FB0854
FB085418.CDF
cdf-fecal
FB0854
FB085419.CDF
cdf-fecal
FB0854
FB085420.CDF
cdf-fecal
FB0854
FB085421.CDF
cdf-fecal
FB0854
FB085422.CDF
cdf-fecal
FB0854
FB085423.CDF
cdf-fecal
FB0854
FB085424.CDF
cdf-fecal
FB0854
FB085425.CDF
cdf-fecal
FB0854
FB085426.CDF
cdf-fecal
FB0854
FB085427.CDF
cdf-fecal
FB0854
FB085428.CDF
cdf-fecal
FB0854
FB085429.CDF
cdf-fecal
FB0854
FB085430.CDF
cdf-fecal
FB0854
FB085431.CDF
cdf-fecal
FB0854
FB085432.CDF
cdf-fecal
FB0854
FB085433.CDF
cdf-fecal
FB0854
FB085434.CDF
cdf-fecal
FB0854
FB085435.CDF
cdf-fecal
FB0854
FB085436.CDF
cdf-fecal
FB0854
FB085437.CDF
cdf-fecal
FB0855
FB085501.CDF
cdf-fecal
FB0855
FB085502.CDF
cdf-fecal
FB0855
FB085503.CDF
cdf-fecal
FB0855
FB085504.CDF
cdf-fecal
FB0855
FB085505.CDF
cdf-fecal
FB0855
FB085506.CDF
cdf-fecal
FB0855
FB085507.CDF
cdf-fecal
FB0855
FB085508.CDF
cdf-fecal
FB0855
FB085509.CDF
cdf-fecal
FB0855
FB085510.CDF
cdf-fecal
FB0855
FB085511.CDF
cdf-fecal
FB0855
FB085512.CDF
cdf-fecal
FB0855
FB085513.CDF
cdf-fecal
FB0855
FB085514.CDF
cdf-fecal
FB0855
FB085515.CDF
cdf-fecal
FB0855
FB085516.CDF
cdf-fecal
FB0855
FB085517.CDF
cdf-fecal
FB0855
FB085518.CDF
cdf-fecal
FB0855
FB085519.CDF
cdf-fecal
FB0855
FB085520.CDF
cdf-fecal
FB0855
FB085521.CDF
cdf-fecal
FB0855
FB085522.CDF
cdf-fecal
FB0855
FB085523.CDF
cdf-fecal
FB0855
FB085524.CDF
cdf-fecal
FB0855
FB085525.CDF
cdf-fecal
FB0855
FB085526.CDF
cdf-fecal
FB0855
FB085527.CDF
cdf-fecal
FB0855
FB085528.CDF
cdf-fecal
FB0855
FB085529.CDF
cdf-fecal
FB0855
FB085530.CDF
cdf-fecal
FB0855
FB085531.CDF
cdf-fecal
FB0855
FB085532.CDF
cdf-fecal
FB0855
FB085533.CDF
cdf-fecal
FB0855
FB085534.CDF
cdf-fecal
FB0855
FB085535.CDF
cdf-fecal
FB0855
FB085536.CDF
cdf-fecal
FB0855
FB085537.CDF
cdf-fecal
FB0856
FB085601.CDF
cdf-fecal
FB0856
FB085602.CDF
cdf-fecal
FB0856
FB085603.CDF
cdf-fecal
FB0856
FB085604.CDF
cdf-fecal
FB0856
FB085605.CDF
cdf-fecal
FB0856
FB085606.CDF
cdf-fecal
FB0856
FB085607.CDF
cdf-fecal
FB0856
FB085608.CDF
cdf-fecal
FB0856
FB085609.CDF
cdf-fecal
FB0856
FB085610.CDF
cdf-fecal
FB0856
FB085611.CDF
cdf-fecal
FB0856
FB085612.CDF
cdf-fecal
FB0856
FB085613.CDF
cdf-fecal
FB0856
FB085614.CDF
cdf-fecal
FB0856
FB085615.CDF
cdf-fecal
FB0856
FB085616.CDF
cdf-fecal
FB0856
FB085617.CDF
cdf-fecal
FB0856
FB085618.CDF
cdf-fecal
FB0856
FB085619.CDF
cdf-fecal
FB0856
FB085620.CDF
cdf-fecal
FB0856
FB085621.CDF
cdf-fecal
FB0856
FB085622.CDF
cdf-fecal
FB0856
FB085623.CDF
cdf-fecal
FB0856
FB085624.CDF
cdf-fecal
FB0856
FB085625.CDF
cdf-fecal
FB0856
FB085626.CDF
cdf-fecal
FB0856
FB085627.CDF
cdf-fecal
FB0856
FB085628.CDF
cdf-fecal
FB0856
FB085629.CDF
cdf-fecal
FB0856
FB085630.CDF
cdf-fecal
FB0856
FB085631.CDF
cdf-fecal
FB0856
FB085632.CDF
cdf-fecal
FB0856
FB085633.CDF
cdf-fecal
FB0856
FB085634.CDF
cdf-fecal
FB0856
FB085635.CDF
cdf-fecal
FB0856
FB085636.CDF
cdf-fecal
FB0856
FB085637.CDF
cdf-fecal
FB0857
FB085701.CDF
cdf-fecal
FB0857
FB085702.CDF
cdf-fecal
FB0857
FB085703.CDF
cdf-fecal
FB0857
FB085704.CDF
cdf-fecal
FB0857
FB085705.CDF
cdf-fecal
FB0857
FB085706.CDF
cdf-fecal
FB0857
FB085707.CDF
cdf-fecal
FB0857
FB085708.CDF
cdf-fecal
FB0857
FB085709.CDF
cdf-fecal
FB0857
FB085710.CDF
cdf-fecal
FB0857
FB085711.CDF
cdf-fecal
FB0857
FB085712.CDF
cdf-fecal
FB0857
FB085713.CDF
cdf-fecal
FB0857
FB085714.CDF
cdf-fecal
FB0857
FB085715.CDF
cdf-fecal
FB0857
FB085716.CDF
cdf-fecal
FB0857
FB085717.CDF
cdf-fecal
FB0857
FB085718.CDF
cdf-fecal
FB0857
FB085719.CDF
cdf-fecal
FB0857
FB085720.CDF
cdf-fecal
FB0857
FB085721.CDF
cdf-fecal
FB0857
FB085722.CDF
cdf-fecal
FB0857
FB085723.CDF
cdf-fecal
FB0857
FB085724.CDF
cdf-fecal
FB0857
FB085725.CDF
cdf-fecal
FB0857
FB085726.CDF
cdf-fecal
FB0857
FB085727.CDF
cdf-fecal
FB0857
FB085728.CDF
cdf-fecal
FB0857
FB085729.CDF
cdf-fecal
FB0857
FB085730.CDF
cdf-fecal
FB0857
FB085731.CDF
cdf-fecal
FB0857
FB085732.CDF
cdf-fecal
FB0857
FB085733.CDF
cdf-fecal
FB0857
FB085734.CDF
cdf-fecal
FB0857
FB085735.CDF
cdf-fecal
FB0857
FB085736.CDF
cdf-fecal
FB0857
FB085737.CDF
cdf-fecal
FB0858
FB085801.CDF
cdf-fecal
FB0858
FB085802.CDF
cdf-fecal
FB0858
FB085803.CDF
cdf-fecal
FB0858
FB085804.CDF
cdf-fecal
FB0858
FB085805.CDF
cdf-fecal
FB0858
FB085806.CDF
cdf-fecal
FB0858
FB085807.CDF
cdf-fecal
FB0858
FB085808.CDF
cdf-fecal
FB0858
FB085809.CDF
cdf-fecal
FB0858
FB085810.CDF
cdf-fecal
FB0858
FB085811.CDF
cdf-fecal
FB0858
FB085812.CDF
cdf-fecal
FB0858
FB085813.CDF
cdf-fecal
FB0858
FB085814.CDF
cdf-fecal
FB0858
FB085815.CDF
cdf-fecal
FB0858
FB085816.CDF
cdf-fecal
FB0858
FB085817.CDF
cdf-fecal
FB0858
FB085818.CDF
cdf-fecal
FB0858
FB085819.CDF
cdf-fecal
FB0858
FB085820.CDF
cdf-fecal
FB0858
FB085821.CDF
cdf-fecal
FB0858
FB085822.CDF
cdf-fecal
FB0858
FB085823.CDF
cdf-fecal
FB0858
FB085824.CDF
cdf-fecal
FB0858
FB085825.CDF
cdf-fecal
FB0858
FB085826.CDF
cdf-fecal
FB0858
FB085827.CDF
cdf-fecal
FB0858
FB085828.CDF
cdf-fecal
FB0858
FB085829.CDF
cdf-fecal
FB0858
FB085830.CDF
cdf-fecal
FB0858
FB085831.CDF
cdf-fecal
FB0858
FB085832.CDF
cdf-fecal
FB0858
FB085833.CDF
cdf-fecal
FB0858
FB085834.CDF
cdf-fecal
FB0858
FB085835.CDF
cdf-fecal
FB0858
FB085836.CDF
cdf-fecal
FB0858
FB085837.CDF
cdf-fecal
FB0859
FB085901.CDF
cdf-fecal
FB0859
FB085902.CDF
cdf-fecal
FB0859
FB085903.CDF
cdf-fecal
FB0859
FB085904.CDF
cdf-fecal
FB0859
FB085905.CDF
cdf-fecal
FB0859
FB085906.CDF
cdf-fecal
FB0859
FB085907.CDF
cdf-fecal
FB0859
FB085908.CDF
cdf-fecal
FB0859
FB085909.CDF
cdf-fecal
FB0859
FB085910.CDF
cdf-fecal
FB0859
FB085911.CDF
cdf-fecal
FB0859
FB085912.CDF
cdf-fecal
FB0859
FB085913.CDF
cdf-fecal
FB0859
FB085914.CDF
cdf-fecal
FB0859
FB085915.CDF
cdf-fecal
FB0859
FB085916.CDF
cdf-fecal
FB0859
FB085917.CDF
cdf-fecal
FB0859
FB085918.CDF
cdf-fecal
FB0859
FB085919.CDF
cdf-fecal
FB0859
FB085920.CDF
cdf-fecal
FB0859
FB085921.CDF
cdf-fecal
FB0859
FB085922.CDF
cdf-fecal
FB0859
FB085923.CDF
cdf-fecal
FB0859
FB085924.CDF
cdf-fecal
FB0859
FB085925.CDF
cdf-fecal
FB0859
FB085926.CDF
cdf-fecal
FB0859
FB085927.CDF
cdf-fecal
FB0859
FB085928.CDF
cdf-fecal
FB0859
FB085929.CDF
cdf-fecal
FB0859
FB085930.CDF
cdf-fecal
FB0859
FB085931.CDF
cdf-fecal
FB0859
FB085932.CDF
cdf-fecal
FB0859
FB085933.CDF
cdf-fecal
FB0859
FB085934.CDF
cdf-fecal
FB0859
FB085935.CDF
cdf-fecal
FB0859
FB085936.CDF
cdf-fecal
FB0859
FB085937.CDF
cdf-fecal
FB0860
FB086001.CDF
cdf-fecal
FB0860
FB086002.CDF
cdf-fecal
FB0860
FB086003.CDF
cdf-fecal
FB0860
FB086004.CDF
cdf-fecal
FB0860
FB086005.CDF
cdf-fecal
FB0860
FB086006.CDF
cdf-fecal
FB0860
FB086007.CDF
cdf-fecal
FB0860
FB086008.CDF
cdf-fecal
FB0860
FB086009.CDF
cdf-fecal
FB0860
FB086010.CDF
cdf-fecal
FB0860
FB086011.CDF
cdf-fecal
FB0860
FB086012.CDF
cdf-fecal
FB0860
FB086013.CDF
cdf-fecal
FB0860
FB086014.CDF
cdf-fecal
FB0860
FB086015.CDF
cdf-fecal
FB0860
FB086016.CDF
cdf-fecal
FB0860
FB086017.CDF
cdf-fecal
FB0860
FB086018.CDF
cdf-fecal
FB0860
FB086019.CDF
cdf-fecal
FB0860
FB086020.CDF
cdf-fecal
FB0860
FB086021.CDF
cdf-fecal
FB0860
FB086022.CDF
cdf-fecal
FB0860
FB086023.CDF
cdf-fecal
FB0860
FB086024.CDF
cdf-fecal
FB0860
FB086025.CDF
cdf-fecal
FB0860
FB086026.CDF
cdf-fecal
FB0860
FB086027.CDF
cdf-fecal
FB0860
FB086028.CDF
cdf-fecal
FB0860
FB086029.CDF
cdf-fecal
FB0860
FB086030.CDF
cdf-fecal
FB0860
FB086031.CDF
cdf-fecal
FB0860
FB086032.CDF
cdf-fecal
FB0860
FB086033.CDF
cdf-fecal
FB0860
FB086034.CDF
cdf-fecal
FB0860
FB086035.CDF
cdf-fecal
FB0860
FB086036.CDF
cdf-fecal
FB0860
FB086037.CDF
cdf-fecal
FB0861
FB086101.CDF
cdf-fecal
FB0861
FB086102.CDF
cdf-fecal
FB0861
FB086103.CDF
cdf-fecal
FB0861
FB086104.CDF
cdf-fecal
FB0861
FB086105.CDF
cdf-fecal
FB0861
FB086106.CDF
cdf-fecal
FB0861
FB086107.CDF
cdf-fecal
FB0861
FB086108.CDF
cdf-fecal
FB0861
FB086109.CDF
cdf-fecal
FB0861
FB086110.CDF
cdf-fecal
FB0861
FB086111.CDF
cdf-fecal
FB0861
FB086112.CDF
cdf-fecal
FB0861
FB086113.CDF
cdf-fecal
FB0861
FB086114.CDF
cdf-fecal
FB0861
FB086115.CDF
cdf-fecal
FB0861
FB086116.CDF
cdf-fecal
FB0861
FB086117.CDF
cdf-fecal
FB0861
FB086118.CDF
cdf-fecal
FB0861
FB086119.CDF
cdf-fecal
FB0861
FB086120.CDF
cdf-fecal
FB0861
FB086121.CDF
cdf-fecal
FB0861
FB086122.CDF
cdf-fecal
FB0861
FB086123.CDF
cdf-fecal
FB0861
FB086124.CDF
cdf-fecal
FB0861
FB086125.CDF
cdf-fecal
FB0861
FB086126.CDF
cdf-fecal
FB0861
FB086127.CDF
cdf-fecal
FB0861
FB086128.CDF
cdf-fecal
FB0861
FB086129.CDF
cdf-fecal
FB0861
FB086130.CDF
cdf-fecal
FB0861
FB086131.CDF
cdf-fecal
FB0861
FB086132.CDF
cdf-fecal
FB0861
FB086133.CDF
cdf-fecal
FB0861
FB086134.CDF
cdf-fecal
FB0861
FB086135.CDF
cdf-fecal
FB0861
FB086136.CDF
cdf-fecal
FB0861
FB086137.CDF
cdf-fecal
FB0862
FB086201.CDF
cdf-fecal
FB0862
FB086202.CDF
cdf-fecal
FB0862
FB086203.CDF
cdf-fecal
FB0862
FB086204.CDF
cdf-fecal
FB0862
FB086205.CDF
cdf-fecal
FB0862
FB086206.CDF
cdf-fecal
FB0862
FB086207.CDF
cdf-fecal
FB0862
FB086208.CDF
cdf-fecal
FB0862
FB086209.CDF
cdf-fecal
FB0862
FB086210.CDF
cdf-fecal
FB0862
FB086211.CDF
cdf-fecal
FB0862
FB086212.CDF
cdf-fecal
FB0862
FB086213.CDF
cdf-fecal
FB0862
FB086214.CDF
cdf-fecal
FB0862
FB086215.CDF
cdf-fecal
FB0862
FB086216.CDF
cdf-fecal
FB0862
FB086217.CDF
cdf-fecal
FB0862
FB086218.CDF
cdf-fecal
FB0862
FB086219.CDF
cdf-fecal
FB0862
FB086220.CDF
cdf-fecal
FB0862
FB086221.CDF
cdf-fecal
FB0862
FB086222.CDF
cdf-fecal
FB0862
FB086223.CDF
cdf-fecal
FB0862
FB086224.CDF
cdf-fecal
FB0862
FB086225.CDF
cdf-fecal
FB0862
FB086226.CDF
cdf-fecal
FB0862
FB086227.CDF
cdf-fecal
FB0862
FB086228.CDF
cdf-fecal
FB0862
FB086229.CDF
cdf-fecal
FB0862
FB086230.CDF
cdf-fecal
FB0862
FB086231.CDF
cdf-fecal
FB0862
FB086232.CDF
cdf-fecal
FB0862
FB086233.CDF
cdf-fecal
FB0862
FB086234.CDF
cdf-fecal
FB0862
FB086235.CDF
cdf-fecal
FB0862
FB086236.CDF
cdf-fecal
FB0862
FB086237.CDF
cdf-fecal
FB0863
FB086301.CDF
cdf-fecal
FB0863
FB086302.CDF
cdf-fecal
FB0863
FB086303.CDF
cdf-fecal
FB0863
FB086304.CDF
cdf-fecal
FB0863
FB086305.CDF
cdf-fecal
FB0863
FB086306.CDF
cdf-fecal
FB0863
FB086307.CDF
cdf-fecal
FB0863
FB086308.CDF
cdf-fecal
FB0863
FB086309.CDF
cdf-fecal
FB0863
FB086310.CDF
cdf-fecal
FB0863
FB086311.CDF
cdf-fecal
FB0863
FB086312.CDF
cdf-fecal
FB0863
FB086313.CDF
cdf-fecal
FB0863
FB086314.CDF
cdf-fecal
FB0863
FB086315.CDF
cdf-fecal
FB0863
FB086316.CDF
cdf-fecal
FB0863
FB086317.CDF
cdf-fecal
FB0863
FB086318.CDF
cdf-fecal
FB0863
FB086319.CDF
cdf-fecal
FB0863
FB086320.CDF
cdf-fecal
FB0863
FB086321.CDF
cdf-fecal
FB0863
FB086322.CDF
cdf-fecal
FB0863
FB086323.CDF
cdf-fecal
FB0863
FB086324.CDF
cdf-fecal
FB0863
FB086325.CDF
cdf-fecal
FB0863
FB086326.CDF
cdf-fecal
FB0863
FB086327.CDF
cdf-fecal
FB0863
FB086328.CDF
cdf-fecal
FB0863
FB086329.CDF
cdf-fecal
FB0863
FB086330.CDF
cdf-fecal
FB0863
FB086331.CDF
cdf-fecal
FB0863
FB086332.CDF
cdf-fecal
FB0863
FB086333.CDF
cdf-fecal
FB0863
FB086334.CDF
cdf-fecal
FB0863
FB086335.CDF
cdf-fecal
FB0863
FB086336.CDF
cdf-fecal
FB0863
FB086337.CDF
cdf-fecal
FB0864
FB086401.CDF
cdf-fecal
FB0864
FB086402.CDF
cdf-fecal
FB0864
FB086403.CDF
cdf-fecal
FB0864
FB086404.CDF
cdf-fecal
FB0864
FB086405.CDF
cdf-fecal
FB0864
FB086406.CDF
cdf-fecal
FB0864
FB086407.CDF
cdf-fecal
FB0864
FB086408.CDF
cdf-fecal
FB0864
FB086409.CDF
cdf-fecal
FB0864
FB086410.CDF
cdf-fecal
FB0864
FB086411.CDF
cdf-fecal
FB0864
FB086412.CDF
cdf-fecal
FB0864
FB086413.CDF
cdf-fecal
FB0864
FB086414.CDF
cdf-fecal
FB0864
FB086415.CDF
cdf-fecal
FB0864
FB086416.CDF
cdf-fecal
FB0864
FB086417.CDF
cdf-fecal
FB0864
FB086418.CDF
cdf-fecal
FB0864
FB086419.CDF
cdf-fecal
FB0864
FB086420.CDF
cdf-fecal
FB0864
FB086421.CDF
cdf-fecal
FB0864
FB086422.CDF
cdf-fecal
FB0864
FB086423.CDF
cdf-fecal
FB0864
FB086424.CDF
cdf-fecal
FB0864
FB086425.CDF
cdf-fecal
FB0864
FB086426.CDF
cdf-fecal
FB0864
FB086427.CDF
cdf-fecal
FB0864
FB086428.CDF
cdf-fecal
FB0864
FB086429.CDF
cdf-fecal
FB0864
FB086430.CDF
cdf-fecal
FB0864
FB086431.CDF
cdf-fecal
FB0864
FB086432.CDF
cdf-fecal
FB0864
FB086433.CDF
cdf-fecal
FB0864
FB086434.CDF
cdf-fecal
FB0864
FB086435.CDF
cdf-fecal
FB0864
FB086436.CDF
cdf-fecal
FB0864
FB086437.CDF
cdf-fecal
FB0865
FB086501.CDF
cdf-fecal
FB0865
FB086502.CDF
cdf-fecal
FB0865
FB086503.CDF
cdf-fecal
FB0865
FB086504.CDF
cdf-fecal
FB0865
FB086505.CDF
cdf-fecal
FB0865
FB086506.CDF
cdf-fecal
FB0865
FB086507.CDF
cdf-fecal
FB0865
FB086508.CDF
cdf-fecal
FB0865
FB086509.CDF
cdf-fecal
FB0865
FB086510.CDF
cdf-fecal
FB0865
FB086511.CDF
cdf-fecal
FB0865
FB086512.CDF
cdf-fecal
FB0865
FB086513.CDF
cdf-fecal
FB0865
FB086514.CDF
cdf-fecal
FB0865
FB086515.CDF
cdf-fecal
FB0865
FB086516.CDF
cdf-fecal
FB0865
FB086517.CDF
cdf-fecal
FB0865
FB086518.CDF
cdf-fecal
FB0865
FB086519.CDF
cdf-fecal
FB0865
FB086520.CDF
cdf-fecal
FB0865
FB086521.CDF
cdf-fecal
FB0865
FB086522.CDF
cdf-fecal
FB0865
FB086523.CDF
cdf-fecal
FB0865
FB086524.CDF
cdf-fecal
FB0865
FB086525.CDF
cdf-fecal
FB0865
FB086526.CDF
cdf-fecal
FB0865
FB086527.CDF
cdf-fecal
FB0865
FB086528.CDF
cdf-fecal
FB0865
FB086529.CDF
cdf-fecal
FB0865
FB086530.CDF
cdf-fecal
FB0865
FB086531.CDF
cdf-fecal
FB0865
FB086532.CDF
cdf-fecal
FB0865
FB086533.CDF
cdf-fecal
FB0865
FB086534.CDF
cdf-fecal
FB0865
FB086535.CDF
cdf-fecal
FB0865
FB086536.CDF
cdf-fecal
FB0865
FB086537.CDF
cdf-fecal
FB0866
FB086601.CDF
cdf-fecal
FB0866
FB086602.CDF
cdf-fecal
FB0866
FB086603.CDF
cdf-fecal
FB0866
FB086604.CDF
cdf-fecal
FB0866
FB086605.CDF
cdf-fecal
FB0866
FB086606.CDF
cdf-fecal
FB0866
FB086607.CDF
cdf-fecal
FB0866
FB086608.CDF
cdf-fecal
FB0866
FB086609.CDF
cdf-fecal
FB0866
FB086610.CDF
cdf-fecal
FB0866
FB086611.CDF
cdf-fecal
FB0866
FB086612.CDF
cdf-fecal
FB0866
FB086613.CDF
cdf-fecal
FB0866
FB086614.CDF
cdf-fecal
FB0866
FB086615.CDF
cdf-fecal
FB0866
FB086616.CDF
cdf-fecal
FB0866
FB086617.CDF
cdf-fecal
FB0866
FB086618.CDF
cdf-fecal
FB0866
FB086619.CDF
cdf-fecal
FB0866
FB086620.CDF
cdf-fecal
FB0866
FB086621.CDF
cdf-fecal
FB0866
FB086622.CDF
cdf-fecal
FB0866
FB086623.CDF
cdf-fecal
FB0866
FB086624.CDF
cdf-fecal
FB0866
FB086625.CDF
cdf-fecal
FB0866
FB086626.CDF
cdf-fecal
FB0866
FB086627.CDF
cdf-fecal
FB0866
FB086628.CDF
cdf-fecal
FB0866
FB086629.CDF
cdf-fecal
FB0866
FB086630.CDF
cdf-fecal
FB0866
FB086631.CDF
cdf-fecal
FB0866
FB086632.CDF
cdf-fecal
FB0866
FB086633.CDF
cdf-fecal
FB0866
FB086634.CDF
cdf-fecal
FB0866
FB086635.CDF
cdf-fecal
FB0866
FB086636.CDF
cdf-fecal
FB0866
FB086637.CDF
cdf-fecal
FB0867
FB086701.CDF
cdf-fecal
FB0867
FB086702.CDF
cdf-fecal
FB0867
FB086703.CDF
cdf-fecal
FB0867
FB086704.CDF
cdf-fecal
FB0867
FB086705.CDF
cdf-fecal
FB0867
FB086706.CDF
cdf-fecal
FB0867
FB086707.CDF
cdf-fecal
FB0867
FB086708.CDF
cdf-fecal
FB0867
FB086709.CDF
cdf-fecal
FB0867
FB086710.CDF
cdf-fecal
FB0867
FB086711.CDF
cdf-fecal
FB0867
FB086712.CDF
cdf-fecal
FB0867
FB086713.CDF
cdf-fecal
FB0867
FB086714.CDF
cdf-fecal
FB0867
FB086715.CDF
cdf-fecal
FB0867
FB086716.CDF
cdf-fecal
FB0867
FB086717.CDF
cdf-fecal
FB0867
FB086718.CDF
cdf-fecal
FB0867
FB086719.CDF
cdf-fecal
FB0867
FB086720.CDF
cdf-fecal
FB0867
FB086721.CDF
cdf-fecal
FB0867
FB086722.CDF
cdf-fecal
FB0867
FB086723.CDF
cdf-fecal
FB0867
FB086724.CDF
cdf-fecal
FB0867
FB086725.CDF
cdf-fecal
FB0867
FB086726.CDF
cdf-fecal
FB0867
FB086727.CDF
cdf-fecal
FB0867
FB086728.CDF
cdf-fecal
FB0867
FB086729.CDF
cdf-fecal
FB0867
FB086730.CDF
cdf-fecal
FB0867
FB086731.CDF
cdf-fecal
FB0867
FB086732.CDF
cdf-fecal
FB0867
FB086733.CDF
cdf-fecal
FB0867
FB086734.CDF
cdf-fecal
FB0867
FB086735.CDF
cdf-fecal
FB0867
FB086736.CDF
cdf-fecal
FB0867
FB086737.CDF
cdf-fecal
FB0868
FB086801.CDF
cdf-fecal
FB0868
FB086802.CDF
cdf-fecal
FB0868
FB086803.CDF
cdf-fecal
FB0868
FB086804.CDF
cdf-fecal
FB0868
FB086805.CDF
cdf-fecal
FB0868
FB086806.CDF
cdf-fecal
FB0868
FB086807.CDF
cdf-fecal
FB0868
FB086808.CDF
cdf-fecal
FB0868
FB086809.CDF
cdf-fecal
FB0868
FB086810.CDF
cdf-fecal
FB0868
FB086811.CDF
cdf-fecal
FB0868
FB086812.CDF
cdf-fecal
FB0868
FB086813.CDF
cdf-fecal
FB0868
FB086814.CDF
cdf-fecal
FB0868
FB086815.CDF
cdf-fecal
FB0868
FB086816.CDF
cdf-fecal
FB0868
FB086817.CDF
cdf-fecal
FB0868
FB086818.CDF
cdf-fecal
FB0868
FB086819.CDF
cdf-fecal
FB0868
FB086820.CDF
cdf-fecal
FB0868
FB086821.CDF
cdf-fecal
FB0868
FB086822.CDF
cdf-fecal
FB0868
FB086823.CDF
cdf-fecal
FB0868
FB086824.CDF
cdf-fecal
FB0868
FB086825.CDF
cdf-fecal
FB0868
FB086826.CDF
cdf-fecal
FB0868
FB086827.CDF
cdf-fecal
FB0868
FB086828.CDF
cdf-fecal
FB0868
FB086829.CDF
cdf-fecal
FB0868
FB086830.CDF
cdf-fecal
FB0868
FB086831.CDF
cdf-fecal
FB0868
FB086832.CDF
cdf-fecal
FB0868
FB086833.CDF
cdf-fecal
FB0868
FB086834.CDF
cdf-fecal
FB0868
FB086835.CDF
cdf-fecal
FB0868
FB086836.CDF
cdf-fecal
FB0868
FB086837.CDF
cdf-fecal
FB0869
FB086901.CDF
cdf-fecal
FB0869
FB086902.CDF
cdf-fecal
FB0869
FB086903.CDF
cdf-fecal
FB0869
FB086904.CDF
cdf-fecal
FB0869
FB086905.CDF
cdf-fecal
FB0869
FB086906.CDF
cdf-fecal
FB0869
FB086907.CDF
cdf-fecal
FB0869
FB086908.CDF
cdf-fecal
FB0869
FB086909.CDF
cdf-fecal
FB0869
FB086910.CDF
cdf-fecal
FB0869
FB086911.CDF
cdf-fecal
FB0869
FB086912.CDF
cdf-fecal
FB0869
FB086913.CDF
cdf-fecal
FB0869
FB086914.CDF
cdf-fecal
FB0869
FB086915.CDF
cdf-fecal
FB0869
FB086916.CDF
cdf-fecal
FB0869
FB086917.CDF
cdf-fecal
FB0869
FB086918.CDF
cdf-fecal
FB0869
FB086919.CDF
cdf-fecal
FB0869
FB086920.CDF
cdf-fecal
FB0869
FB086921.CDF
cdf-fecal
FB0869
FB086922.CDF
cdf-fecal
FB0869
FB086923.CDF
cdf-fecal
FB0869
FB086924.CDF
cdf-fecal
FB0869
FB086925.CDF
cdf-fecal
FB0869
FB086926.CDF
cdf-fecal
FB0869
FB086927.CDF
cdf-fecal
FB0869
FB086928.CDF
cdf-fecal
FB0869
FB086929.CDF
cdf-fecal
FB0869
FB086930.CDF
cdf-fecal
FB0869
FB086931.CDF
cdf-fecal
FB0869
FB086932.CDF
cdf-fecal
FB0869
FB086933.CDF
cdf-fecal
FB0869
FB086934.CDF
cdf-fecal
FB0869
FB086935.CDF
cdf-fecal
FB0869
FB086936.CDF
cdf-fecal
FB0869
FB086937.CDF
cdf-fecal
FB0870
FB087001.CDF
cdf-fecal
FB0870
FB087002.CDF
cdf-fecal
FB0870
FB087003.CDF
cdf-fecal
FB0870
FB087004.CDF
cdf-fecal
FB0870
FB087005.CDF
cdf-fecal
FB0870
FB087006.CDF
cdf-fecal
FB0870
FB087007.CDF
cdf-fecal
FB0870
FB087008.CDF
cdf-fecal
FB0870
FB087009.CDF
cdf-fecal
FB0870
FB087010.CDF
cdf-fecal
FB0870
FB087011.CDF
cdf-fecal
FB0870
FB087012.CDF
cdf-fecal
FB0870
FB087013.CDF
cdf-fecal
FB0870
FB087014.CDF
cdf-fecal
FB0870
FB087015.CDF
cdf-fecal
FB0870
FB087016.CDF
cdf-fecal
FB0870
FB087017.CDF
cdf-fecal
FB0870
FB087018.CDF
cdf-fecal
FB0870
FB087019.CDF
cdf-fecal
FB0870
FB087020.CDF
cdf-fecal
FB0870
FB087021.CDF
cdf-fecal
FB0870
FB087022.CDF
cdf-fecal
FB0870
FB087023.CDF
cdf-fecal
FB0870
FB087024.CDF
cdf-fecal
FB0870
FB087025.CDF
cdf-fecal
FB0870
FB087026.CDF
cdf-fecal
FB0870
FB087027.CDF
cdf-fecal
FB0870
FB087028.CDF
cdf-fecal
FB0870
FB087029.CDF
cdf-fecal
FB0870
FB087030.CDF
cdf-fecal
FB0870
FB087031.CDF
cdf-fecal
FB0870
FB087032.CDF
cdf-fecal
FB0870
FB087033.CDF
cdf-fecal
FB0870
FB087034.CDF
cdf-fecal
FB0870
FB087035.CDF
cdf-fecal
FB0870
FB087036.CDF
cdf-fecal
FB0870
FB087037.CDF
cdf-fecal
FB0871
FB087101.CDF
cdf-fecal
FB0871
FB087102.CDF
cdf-fecal
FB0871
FB087103.CDF
cdf-fecal
FB0871
FB087104.CDF
cdf-fecal
FB0871
FB087105.CDF
cdf-fecal
FB0871
FB087106.CDF
cdf-fecal
FB0871
FB087107.CDF
cdf-fecal
FB0871
FB087108.CDF
cdf-fecal
FB0871
FB087109.CDF
cdf-fecal
FB0871
FB087110.CDF
cdf-fecal
FB0871
FB087111.CDF
cdf-fecal
FB0871
FB087112.CDF
cdf-fecal
FB0871
FB087113.CDF
cdf-fecal
FB0871
FB087114.CDF
cdf-fecal
FB0871
FB087115.CDF
cdf-fecal
FB0871
FB087116.CDF
cdf-fecal
FB0871
FB087117.CDF
cdf-fecal
FB0871
FB087118.CDF
cdf-fecal
FB0871
FB087119.CDF
cdf-fecal
FB0871
FB087120.CDF
cdf-fecal
FB0871
FB087121.CDF
cdf-fecal
FB0871
FB087122.CDF
cdf-fecal
FB0871
FB087123.CDF
cdf-fecal
FB0871
FB087124.CDF
cdf-fecal
FB0871
FB087125.CDF
cdf-fecal
FB0871
FB087126.CDF
cdf-fecal
FB0871
FB087127.CDF
cdf-fecal
FB0871
FB087128.CDF
cdf-fecal
FB0871
FB087129.CDF
cdf-fecal
FB0871
FB087130.CDF
cdf-fecal
FB0871
FB087131.CDF
cdf-fecal
FB0871
FB087132.CDF
cdf-fecal
FB0871
FB087133.CDF
cdf-fecal
FB0871
FB087134.CDF
cdf-fecal
FB0871
FB087135.CDF
cdf-fecal
FB0871
FB087136.CDF
cdf-fecal
FB0871
FB087137.CDF
cdf-fecal
FB0872
FB087201.CDF
cdf-fecal
FB0872
FB087202.CDF
cdf-fecal
FB0872
FB087203.CDF
cdf-fecal
FB0872
FB087204.CDF
cdf-fecal
FB0872
FB087205.CDF
cdf-fecal
FB0872
FB087206.CDF
cdf-fecal
FB0872
FB087207.CDF
cdf-fecal
FB0872
FB087208.CDF
cdf-fecal
FB0872
FB087209.CDF
cdf-fecal
FB0872
FB087210.CDF
cdf-fecal
FB0872
FB087211.CDF
cdf-fecal
FB0872
FB087212.CDF
cdf-fecal
FB0872
FB087213.CDF
cdf-fecal
FB0872
FB087214.CDF
cdf-fecal
FB0872
FB087215.CDF
cdf-fecal
FB0872
FB087216.CDF
cdf-fecal
FB0872
FB087217.CDF
cdf-fecal
FB0872
FB087218.CDF
cdf-fecal
FB0872
FB087219.CDF
cdf-fecal
FB0872
FB087220.CDF
cdf-fecal
FB0872
FB087221.CDF
cdf-fecal
FB0872
FB087222.CDF
cdf-fecal
FB0872
FB087223.CDF
cdf-fecal
FB0872
FB087224.CDF
cdf-fecal
FB0872
FB087225.CDF
cdf-fecal
FB0872
FB087226.CDF
cdf-fecal
FB0872
FB087227.CDF
cdf-fecal
FB0872
FB087228.CDF
cdf-fecal
FB0872
FB087229.CDF
cdf-fecal
FB0872
FB087230.CDF
cdf-fecal
FB0872
FB087231.CDF
cdf-fecal
FB0872
FB087232.CDF
cdf-fecal
FB0872
FB087233.CDF
cdf-fecal
FB0872
FB087234.CDF
cdf-fecal
FB0872
FB087235.CDF
cdf-fecal
FB0872
FB087236.CDF
cdf-fecal
FB0872
FB087237.CDF
cdf-fecal
FB0873
FB087301.CDF
cdf-fecal
FB0873
FB087302.CDF
cdf-fecal
FB0873
FB087303.CDF
cdf-fecal
FB0873
FB087304.CDF
cdf-fecal
FB0873
FB087305.CDF
cdf-fecal
FB0873
FB087306.CDF
cdf-fecal
FB0873
FB087307.CDF
cdf-fecal
FB0873
FB087308.CDF
cdf-fecal
FB0873
FB087309.CDF
cdf-fecal
FB0873
FB087310.CDF
cdf-fecal
FB0873
FB087311.CDF
cdf-fecal
FB0873
FB087312.CDF
cdf-fecal
FB0873
FB087313.CDF
cdf-fecal
FB0873
FB087314.CDF
cdf-fecal
FB0873
FB087315.CDF
cdf-fecal
FB0873
FB087316.CDF
cdf-fecal
FB0873
FB087317.CDF
cdf-fecal
FB0873
FB087318.CDF
cdf-fecal
FB0873
FB087319.CDF
cdf-fecal
FB0873
FB087320.CDF
cdf-fecal
FB0873
FB087321.CDF
cdf-fecal
FB0873
FB087322.CDF
cdf-fecal
FB0873
FB087323.CDF
cdf-fecal
FB0873
FB087324.CDF
cdf-fecal
FB0873
FB087325.CDF
cdf-fecal
FB0873
FB087326.CDF
cdf-fecal
FB0873
FB087327.CDF
cdf-fecal
FB0873
FB087328.CDF
cdf-fecal
FB0873
FB087329.CDF
cdf-fecal
FB0873
FB087330.CDF
cdf-fecal
FB0873
FB087331.CDF
cdf-fecal
FB0873
FB087332.CDF
cdf-fecal
FB0873
FB087333.CDF
cdf-fecal
FB0873
FB087334.CDF
cdf-fecal
FB0873
FB087335.CDF
cdf-fecal
FB0873
FB087336.CDF
cdf-fecal
FB0873
FB087337.CDF
cdf-fecal
FB0874
FB087401.CDF
cdf-fecal
FB0874
FB087402.CDF
cdf-fecal
FB0874
FB087403.CDF
cdf-fecal
FB0874
FB087404.CDF
cdf-fecal
FB0874
FB087405.CDF
cdf-fecal
FB0874
FB087406.CDF
cdf-fecal
FB0874
FB087407.CDF
cdf-fecal
FB0874
FB087408.CDF
cdf-fecal
FB0874
FB087409.CDF
cdf-fecal
FB0874
FB087410.CDF
cdf-fecal
FB0874
FB087411.CDF
cdf-fecal
FB0874
FB087412.CDF
cdf-fecal
FB0874
FB087413.CDF
cdf-fecal
FB0874
FB087414.CDF
cdf-fecal
FB0874
FB087415.CDF
cdf-fecal
FB0874
FB087416.CDF
cdf-fecal
FB0874
FB087417.CDF
cdf-fecal
FB0874
FB087418.CDF
cdf-fecal
FB0874
FB087419.CDF
cdf-fecal
FB0874
FB087420.CDF
cdf-fecal
FB0874
FB087421.CDF
cdf-fecal
FB0874
FB087422.CDF
cdf-fecal
FB0874
FB087423.CDF
cdf-fecal
FB0874
FB087424.CDF
cdf-fecal
FB0874
FB087425.CDF
cdf-fecal
FB0874
FB087426.CDF
cdf-fecal
FB0874
FB087427.CDF
cdf-fecal
FB0874
FB087428.CDF
cdf-fecal
FB0874
FB087429.CDF
cdf-fecal
FB0874
FB087430.CDF
cdf-fecal
FB0874
FB087431.CDF
cdf-fecal
FB0874
FB087432.CDF
cdf-fecal
FB0874
FB087433.CDF
cdf-fecal
FB0874
FB087434.CDF
cdf-fecal
FB0874
FB087435.CDF
cdf-fecal
FB0874
FB087436.CDF
cdf-fecal
FB0874
FB087437.CDF
cdf-fecal
FB0875
FB087501.CDF
cdf-fecal
FB0875
FB087502.CDF
cdf-fecal
FB0875
FB087503.CDF
cdf-fecal
FB0875
FB087504.CDF
cdf-fecal
FB0875
FB087505.CDF
cdf-fecal
FB0875
FB087506.CDF
cdf-fecal
FB0875
FB087507.CDF
cdf-fecal
FB0875
FB087508.CDF
cdf-fecal
FB0875
FB087509.CDF
cdf-fecal
FB0875
FB087510.CDF
cdf-fecal
FB0875
FB087511.CDF
cdf-fecal
FB0875
FB087512.CDF
cdf-fecal
FB0875
FB087513.CDF
cdf-fecal
FB0875
FB087514.CDF
cdf-fecal
FB0875
FB087515.CDF
cdf-fecal
FB0875
FB087516.CDF
cdf-fecal
FB0875
FB087517.CDF
cdf-fecal
FB0875
FB087518.CDF
cdf-fecal
FB0875
FB087519.CDF
cdf-fecal
FB0875
FB087520.CDF
cdf-fecal
FB0875
FB087521.CDF
cdf-fecal
FB0875
FB087522.CDF
cdf-fecal
FB0875
FB087523.CDF
cdf-fecal
FB0875
FB087524.CDF
cdf-fecal
FB0875
FB087525.CDF
cdf-fecal
FB0875
FB087526.CDF
cdf-fecal
FB0875
FB087527.CDF
cdf-fecal
FB0875
FB087528.CDF
cdf-fecal
FB0875
FB087529.CDF
cdf-fecal
FB0875
FB087530.CDF
cdf-fecal
FB0875
FB087531.CDF
cdf-fecal
FB0875
FB087532.CDF
cdf-fecal
FB0875
FB087533.CDF
cdf-fecal
FB0875
FB087534.CDF
cdf-fecal
FB0875
FB087535.CDF
cdf-fecal
FB0875
FB087536.CDF
cdf-fecal
FB0875
FB087537.CDF
cdf-fecal
FB0876
FB087601.CDF
cdf-fecal
FB0876
FB087602.CDF
cdf-fecal
FB0876
FB087603.CDF
cdf-fecal
FB0876
FB087604.CDF
cdf-fecal
FB0876
FB087605.CDF
cdf-fecal
FB0876
FB087606.CDF
cdf-fecal
FB0876
FB087607.CDF
cdf-fecal
FB0876
FB087608.CDF
cdf-fecal
FB0876
FB087609.CDF
cdf-fecal
FB0876
FB087610.CDF
cdf-fecal
FB0876
FB087611.CDF
cdf-fecal
FB0876
FB087612.CDF
cdf-fecal
FB0876
FB087613.CDF
cdf-fecal
FB0876
FB087614.CDF
cdf-fecal
FB0876
FB087615.CDF
cdf-fecal
FB0876
FB087616.CDF
cdf-fecal
FB0876
FB087617.CDF
cdf-fecal
FB0876
FB087618.CDF
cdf-fecal
FB0876
FB087619.CDF
cdf-fecal
FB0876
FB087620.CDF
cdf-fecal
FB0876
FB087621.CDF
cdf-fecal
FB0876
FB087622.CDF
cdf-fecal
FB0876
FB087623.CDF
cdf-fecal
FB0876
FB087624.CDF
cdf-fecal
FB0876
FB087625.CDF
cdf-fecal
FB0876
FB087626.CDF
cdf-fecal
FB0876
FB087627.CDF
cdf-fecal
FB0876
FB087628.CDF
cdf-fecal
FB0876
FB087629.CDF
cdf-fecal
FB0876
FB087630.CDF
cdf-fecal
FB0876
FB087631.CDF
cdf-fecal
FB0876
FB087632.CDF
cdf-fecal
FB0876
FB087633.CDF
cdf-fecal
FB0876
FB087634.CDF
cdf-fecal
FB0876
FB087635.CDF
cdf-fecal
FB0876
FB087636.CDF
cdf-fecal
FB0876
FB087637.CDF
cdf-fecal
FB0877
FB087701.CDF
cdf-fecal
FB0877
FB087702.CDF
cdf-fecal
FB0877
FB087703.CDF
cdf-fecal
FB0877
FB087704.CDF
cdf-fecal
FB0877
FB087705.CDF
cdf-fecal
FB0877
FB087706.CDF
cdf-fecal
FB0877
FB087707.CDF
cdf-fecal
FB0877
FB087708.CDF
cdf-fecal
FB0877
FB087709.CDF
cdf-fecal
FB0877
FB087710.CDF
cdf-fecal
FB0877
FB087711.CDF
cdf-fecal
FB0877
FB087712.CDF
cdf-fecal
FB0877
FB087713.CDF
cdf-fecal
FB0877
FB087714.CDF
cdf-fecal
FB0877
FB087715.CDF
cdf-fecal
FB0877
FB087716.CDF
cdf-fecal
FB0877
FB087717.CDF
cdf-fecal
FB0877
FB087718.CDF
cdf-fecal
FB0877
FB087719.CDF
cdf-fecal
FB0877
FB087720.CDF
cdf-fecal
FB0877
FB087721.CDF
cdf-fecal
FB0877
FB087722.CDF
cdf-fecal
FB0877
FB087723.CDF
cdf-fecal
FB0877
FB087724.CDF
cdf-fecal
FB0877
FB087725.CDF
cdf-fecal
FB0877
FB087726.CDF
cdf-fecal
FB0877
FB087727.CDF
cdf-fecal
FB0877
FB087728.CDF
cdf-fecal
FB0877
FB087729.CDF
cdf-fecal
FB0877
FB087730.CDF
cdf-fecal
FB0877
FB087731.CDF
cdf-fecal
FB0877
FB087732.CDF
cdf-fecal
FB0877
FB087733.CDF
cdf-fecal
FB0877
FB087734.CDF
cdf-fecal
FB0877
FB087735.CDF
cdf-fecal
FB0877
FB087736.CDF
cdf-fecal
FB0877
FB087737.CDF
cdf-fecal
FB0878
FB087801.CDF
cdf-fecal
FB0878
FB087802.CDF
cdf-fecal
FB0878
FB087803.CDF
cdf-fecal
FB0878
FB087804.CDF
cdf-fecal
FB0878
FB087805.CDF
cdf-fecal
FB0878
FB087806.CDF
cdf-fecal
FB0878
FB087807.CDF
cdf-fecal
FB0878
FB087808.CDF
cdf-fecal
FB0878
FB087809.CDF
cdf-fecal
FB0878
FB087810.CDF
cdf-fecal
FB0878
FB087811.CDF
cdf-fecal
FB0878
FB087812.CDF
cdf-fecal
FB0878
FB087813.CDF
cdf-fecal
FB0878
FB087814.CDF
cdf-fecal
FB0878
FB087815.CDF
cdf-fecal
FB0878
FB087816.CDF
cdf-fecal
FB0878
FB087817.CDF
cdf-fecal
FB0878
FB087818.CDF
cdf-fecal
FB0878
FB087819.CDF
cdf-fecal
FB0878
FB087820.CDF
cdf-fecal
FB0878
FB087821.CDF
cdf-fecal
FB0878
FB087822.CDF
cdf-fecal
FB0878
FB087823.CDF
cdf-fecal
FB0878
FB087824.CDF
cdf-fecal
FB0878
FB087825.CDF
cdf-fecal
FB0878
FB087826.CDF
cdf-fecal
FB0878
FB087827.CDF
cdf-fecal
FB0878
FB087828.CDF
cdf-fecal
FB0878
FB087829.CDF
cdf-fecal
FB0878
FB087830.CDF
cdf-fecal
FB0878
FB087831.CDF
cdf-fecal
FB0878
FB087832.CDF
cdf-fecal
FB0878
FB087833.CDF
cdf-fecal
FB0878
FB087834.CDF
cdf-fecal
FB0878
FB087835.CDF
cdf-fecal
FB0878
FB087836.CDF
cdf-fecal
FB0878
FB087837.CDF
cdf-fecal
FB0879
FB087901.CDF
cdf-fecal
FB0879
FB087902.CDF
cdf-fecal
FB0879
FB087903.CDF
cdf-fecal
FB0879
FB087904.CDF
cdf-fecal
FB0879
FB087905.CDF
cdf-fecal
FB0879
FB087906.CDF
cdf-fecal
FB0879
FB087907.CDF
cdf-fecal
FB0879
FB087908.CDF
cdf-fecal
FB0879
FB087909.CDF
cdf-fecal
FB0879
FB087910.CDF
cdf-fecal
FB0879
FB087911.CDF
cdf-fecal
FB0879
FB087912.CDF
cdf-fecal
FB0879
FB087913.CDF
cdf-fecal
FB0879
FB087914.CDF
cdf-fecal
FB0879
FB087915.CDF
cdf-fecal
FB0879
FB087916.CDF
cdf-fecal
FB0879
FB087917.CDF
cdf-fecal
FB0879
FB087918.CDF
cdf-fecal
FB0879
FB087919.CDF
cdf-fecal
FB0879
FB087920.CDF
cdf-fecal
FB0879
FB087921.CDF
cdf-fecal
FB0879
FB087922.CDF
cdf-fecal
FB0879
FB087923.CDF
cdf-fecal
FB0879
FB087924.CDF
cdf-fecal
FB0879
FB087925.CDF
cdf-fecal
FB0879
FB087926.CDF
cdf-fecal
FB0879
FB087927.CDF
cdf-fecal
FB0879
FB087928.CDF
cdf-fecal
FB0879
FB087929.CDF
cdf-fecal
FB0879
FB087930.CDF
cdf-fecal
FB0879
FB087931.CDF
cdf-fecal
FB0879
FB087932.CDF
cdf-fecal
FB0879
FB087933.CDF
cdf-fecal
FB0879
FB087934.CDF
cdf-fecal
FB0879
FB087935.CDF
cdf-fecal
FB0879
FB087936.CDF
cdf-fecal
FB0879
FB087937.CDF
cdf-fecal
FB0880
FB088001.CDF
cdf-fecal
FB0880
FB088002.CDF
cdf-fecal
FB0880
FB088003.CDF
cdf-fecal
FB0880
FB088004.CDF
cdf-fecal
FB0880
FB088005.CDF
cdf-fecal
FB0880
FB088006.CDF
cdf-fecal
FB0880
FB088007.CDF
cdf-fecal
FB0880
FB088008.CDF
cdf-fecal
FB0880
FB088009.CDF
cdf-fecal
FB0880
FB088010.CDF
cdf-fecal
FB0880
FB088011.CDF
cdf-fecal
FB0880
FB088012.CDF
cdf-fecal
FB0880
FB088013.CDF
cdf-fecal
FB0880
FB088014.CDF
cdf-fecal
FB0880
FB088015.CDF
cdf-fecal
FB0880
FB088016.CDF
cdf-fecal
FB0880
FB088017.CDF
cdf-fecal
FB0880
FB088018.CDF
cdf-fecal
FB0880
FB088019.CDF
cdf-fecal
FB0880
FB088020.CDF
cdf-fecal
FB0880
FB088021.CDF
cdf-fecal
FB0880
FB088022.CDF
cdf-fecal
FB0880
FB088023.CDF
cdf-fecal
FB0880
FB088024.CDF
cdf-fecal
FB0880
FB088025.CDF
cdf-fecal
FB0880
FB088026.CDF
cdf-fecal
FB0880
FB088027.CDF
cdf-fecal
FB0880
FB088028.CDF
cdf-fecal
FB0880
FB088029.CDF
cdf-fecal
FB0880
FB088030.CDF
cdf-fecal
FB0880
FB088031.CDF
cdf-fecal
FB0880
FB088032.CDF
cdf-fecal
FB0880
FB088033.CDF
cdf-fecal
FB0880
FB088034.CDF
cdf-fecal
FB0880
FB088035.CDF
cdf-fecal
FB0880
FB088036.CDF
cdf-fecal
FB0880
FB088037.CDF
cdf-fecal
FB0881
FB088101.CDF
cdf-fecal
FB0881
FB088102.CDF
cdf-fecal
FB0881
FB088103.CDF
cdf-fecal
FB0881
FB088104.CDF
cdf-fecal
FB0881
FB088105.CDF
cdf-fecal
FB0881
FB088106.CDF
cdf-fecal
FB0881
FB088107.CDF
cdf-fecal
FB0881
FB088108.CDF
cdf-fecal
FB0881
FB088109.CDF
cdf-fecal
FB0881
FB088110.CDF
cdf-fecal
FB0881
FB088111.CDF
cdf-fecal
FB0881
FB088112.CDF
cdf-fecal
FB0881
FB088113.CDF
cdf-fecal
FB0881
FB088114.CDF
cdf-fecal
FB0881
FB088115.CDF
cdf-fecal
FB0881
FB088116.CDF
cdf-fecal
FB0881
FB088117.CDF
cdf-fecal
FB0881
FB088118.CDF
cdf-fecal
FB0881
FB088119.CDF
cdf-fecal
FB0881
FB088120.CDF
cdf-fecal
FB0881
FB088121.CDF
cdf-fecal
FB0881
FB088122.CDF
cdf-fecal
FB0881
FB088123.CDF
cdf-fecal
FB0881
FB088124.CDF
cdf-fecal
FB0881
FB088125.CDF
cdf-fecal
FB0881
FB088126.CDF
cdf-fecal
FB0881
FB088127.CDF
cdf-fecal
FB0881
FB088128.CDF
cdf-fecal
FB0881
FB088129.CDF
cdf-fecal
FB0881
FB088130.CDF
cdf-fecal
FB0881
FB088131.CDF
cdf-fecal
FB0881
FB088132.CDF
cdf-fecal
FB0881
FB088133.CDF
cdf-fecal
FB0881
FB088134.CDF
cdf-fecal
FB0881
FB088135.CDF
cdf-fecal
FB0881
FB088136.CDF
cdf-fecal
FB0881
FB088137.CDF
cdf-fecal
FB0882
FB088201.CDF
cdf-fecal
FB0882
FB088202.CDF
cdf-fecal
FB0882
FB088203.CDF
cdf-fecal
FB0882
FB088204.CDF
cdf-fecal
FB0882
FB088205.CDF
cdf-fecal
FB0882
FB088206.CDF
cdf-fecal
FB0882
FB088207.CDF
cdf-fecal
FB0882
FB088208.CDF
cdf-fecal
FB0882
FB088209.CDF
cdf-fecal
FB0882
FB088210.CDF
cdf-fecal
FB0882
FB088211.CDF
cdf-fecal
FB0882
FB088212.CDF
cdf-fecal
FB0882
FB088213.CDF
cdf-fecal
FB0882
FB088214.CDF
cdf-fecal
FB0882
FB088215.CDF
cdf-fecal
FB0882
FB088216.CDF
cdf-fecal
FB0882
FB088217.CDF
cdf-fecal
FB0882
FB088218.CDF
cdf-fecal
FB0882
FB088219.CDF
cdf-fecal
FB0882
FB088220.CDF
cdf-fecal
FB0882
FB088221.CDF
cdf-fecal
FB0882
FB088222.CDF
cdf-fecal
FB0882
FB088223.CDF
cdf-fecal
FB0882
FB088224.CDF
cdf-fecal
FB0882
FB088225.CDF
cdf-fecal
FB0882
FB088226.CDF
cdf-fecal
FB0882
FB088227.CDF
cdf-fecal
FB0882
FB088228.CDF
cdf-fecal
FB0882
FB088229.CDF
cdf-fecal
FB0882
FB088230.CDF
cdf-fecal
FB0882
FB088231.CDF
cdf-fecal
FB0882
FB088232.CDF
cdf-fecal
FB0882
FB088233.CDF
cdf-fecal
FB0882
FB088234.CDF
cdf-fecal
FB0882
FB088235.CDF
cdf-fecal
FB0882
FB088236.CDF
cdf-fecal
FB0882
FB088237.CDF
cdf-fecal
FB0883
FB088301.CDF
cdf-fecal
FB0883
FB088302.CDF
cdf-fecal
FB0883
FB088303.CDF
cdf-fecal
FB0883
FB088304.CDF
cdf-fecal
FB0883
FB088305.CDF
cdf-fecal
FB0883
FB088306.CDF
cdf-fecal
FB0883
FB088307.CDF
cdf-fecal
FB0883
FB088308.CDF
cdf-fecal
FB0883
FB088309.CDF
cdf-fecal
FB0883
FB088310.CDF
cdf-fecal
FB0883
FB088311.CDF
cdf-fecal
FB0883
FB088312.CDF
cdf-fecal
FB0883
FB088313.CDF
cdf-fecal
FB0883
FB088314.CDF
cdf-fecal
FB0883
FB088315.CDF
cdf-fecal
FB0883
FB088316.CDF
cdf-fecal
FB0883
FB088317.CDF
cdf-fecal
FB0883
FB088318.CDF
cdf-fecal
FB0883
FB088319.CDF
cdf-fecal
FB0883
FB088320.CDF
cdf-fecal
FB0883
FB088321.CDF
cdf-fecal
FB0883
FB088322.CDF
cdf-fecal
FB0883
FB088323.CDF
cdf-fecal
FB0883
FB088324.CDF
cdf-fecal
FB0883
FB088325.CDF
cdf-fecal
FB0883
FB088326.CDF
cdf-fecal
FB0883
FB088327.CDF
cdf-fecal
FB0883
FB088328.CDF
cdf-fecal
FB0883
FB088329.CDF
cdf-fecal
FB0883
FB088330.CDF
cdf-fecal
FB0883
FB088331.CDF
cdf-fecal
FB0883
FB088332.CDF
cdf-fecal
FB0883
FB088333.CDF
cdf-fecal
FB0883
FB088334.CDF
cdf-fecal
FB0883
FB088335.CDF
cdf-fecal
FB0883
FB088336.CDF
cdf-fecal
FB0883
FB088337.CDF
cdf-fecal
FB0884
FB088401.CDF
cdf-fecal
FB0884
FB088402.CDF
cdf-fecal
FB0884
FB088403.CDF
cdf-fecal
FB0884
FB088404.CDF
cdf-fecal
FB0884
FB088405.CDF
cdf-fecal
FB0884
FB088406.CDF
cdf-fecal
FB0884
FB088407.CDF
cdf-fecal
FB0884
FB088408.CDF
cdf-fecal
FB0884
FB088409.CDF
cdf-fecal
FB0884
FB088410.CDF
cdf-fecal
FB0884
FB088411.CDF
cdf-fecal
FB0884
FB088412.CDF
cdf-fecal
FB0884
FB088413.CDF
cdf-fecal
FB0884
FB088414.CDF
cdf-fecal
FB0884
FB088415.CDF
cdf-fecal
FB0884
FB088416.CDF
cdf-fecal
FB0884
FB088417.CDF
cdf-fecal
FB0884
FB088418.CDF
cdf-fecal
FB0884
FB088419.CDF
cdf-fecal
FB0884
FB088420.CDF
cdf-fecal
FB0884
FB088421.CDF
cdf-fecal
FB0884
FB088422.CDF
cdf-fecal
FB0884
FB088423.CDF
cdf-fecal
FB0884
FB088424.CDF
cdf-fecal
FB0884
FB088425.CDF
cdf-fecal
FB0884
FB088426.CDF
cdf-fecal
FB0884
FB088427.CDF
cdf-fecal
FB0884
FB088428.CDF
cdf-fecal
FB0884
FB088429.CDF
cdf-fecal
FB0884
FB088430.CDF
cdf-fecal
FB0884
FB088431.CDF
cdf-fecal
FB0884
FB088432.CDF
cdf-fecal
FB0884
FB088433.CDF
cdf-fecal
FB0884
FB088434.CDF
cdf-fecal
FB0884
FB088435.CDF
cdf-fecal
FB0884
FB088436.CDF
cdf-fecal
FB0884
FB088437.CDF
cdf-fecal
FB0885
FB088501.CDF
cdf-fecal
FB0885
FB088502.CDF
cdf-fecal
FB0885
FB088503.CDF
cdf-fecal
FB0885
FB088504.CDF
cdf-fecal
FB0885
FB088505.CDF
cdf-fecal
FB0885
FB088506.CDF
cdf-fecal
FB0885
FB088507.CDF
cdf-fecal
FB0885
FB088508.CDF
cdf-fecal
FB0885
FB088509.CDF
cdf-fecal
FB0885
FB088510.CDF
cdf-fecal
FB0885
FB088511.CDF
cdf-fecal
FB0885
FB088512.CDF
cdf-fecal
FB0885
FB088513.CDF
cdf-fecal
FB0885
FB088514.CDF
cdf-fecal
FB0885
FB088515.CDF
cdf-fecal
FB0885
FB088516.CDF
cdf-fecal
FB0885
FB088517.CDF
cdf-fecal
FB0885
FB088518.CDF
cdf-fecal
FB0885
FB088519.CDF
cdf-fecal
FB0885
FB088520.CDF
cdf-fecal
FB0885
FB088521.CDF
cdf-fecal
FB0885
FB088522.CDF
cdf-fecal
FB0885
FB088523.CDF
cdf-fecal
FB0885
FB088524.CDF
cdf-fecal
FB0885
FB088525.CDF
cdf-fecal
FB0885
FB088526.CDF
cdf-fecal
FB0885
FB088527.CDF
cdf-fecal
FB0885
FB088528.CDF
cdf-fecal
FB0885
FB088529.CDF
cdf-fecal
FB0885
FB088530.CDF
cdf-fecal
FB0885
FB088531.CDF
cdf-fecal
FB0885
FB088532.CDF
cdf-fecal
FB0885
FB088533.CDF
cdf-fecal
FB0885
FB088534.CDF
cdf-fecal
FB0885
FB088535.CDF
cdf-fecal
FB0885
FB088536.CDF
cdf-fecal
FB0885
FB088537.CDF
cdf-fecal
FB0886
FB088601.CDF
cdf-fecal
FB0886
FB088602.CDF
cdf-fecal
FB0886
FB088603.CDF
cdf-fecal
FB0886
FB088604.CDF
cdf-fecal
FB0886
FB088605.CDF
cdf-fecal
FB0886
FB088606.CDF
cdf-fecal
FB0886
FB088607.CDF
cdf-fecal
FB0886
FB088608.CDF
cdf-fecal
FB0886
FB088609.CDF
cdf-fecal
FB0886
FB088610.CDF
cdf-fecal
FB0886
FB088611.CDF
cdf-fecal
FB0886
FB088612.CDF
cdf-fecal
FB0886
FB088613.CDF
cdf-fecal
FB0886
FB088614.CDF
cdf-fecal
FB0886
FB088615.CDF
cdf-fecal
FB0886
FB088616.CDF
cdf-fecal
FB0886
FB088617.CDF
cdf-fecal
FB0886
FB088618.CDF
cdf-fecal
FB0886
FB088619.CDF
cdf-fecal
FB0886
FB088620.CDF
cdf-fecal
FB0886
FB088621.CDF
cdf-fecal
FB0886
FB088622.CDF
cdf-fecal
FB0886
FB088623.CDF
cdf-fecal
FB0886
FB088624.CDF
cdf-fecal
FB0886
FB088625.CDF
cdf-fecal
FB0886
FB088626.CDF
cdf-fecal
FB0886
FB088627.CDF
cdf-fecal
FB0886
FB088628.CDF
cdf-fecal
FB0886
FB088629.CDF
cdf-fecal
FB0886
FB088630.CDF
cdf-fecal
FB0886
FB088631.CDF
cdf-fecal
FB0886
FB088632.CDF
cdf-fecal
FB0886
FB088633.CDF
cdf-fecal
FB0886
FB088634.CDF
cdf-fecal
FB0886
FB088635.CDF
cdf-fecal
FB0886
FB088636.CDF
cdf-fecal
FB0886
FB088637.CDF
cdf-fecal
FB0887
FB088701.CDF
cdf-fecal
FB0887
FB088702.CDF
cdf-fecal
FB0887
FB088703.CDF
cdf-fecal
FB0887
FB088704.CDF
cdf-fecal
FB0887
FB088705.CDF
cdf-fecal
FB0887
FB088706.CDF
cdf-fecal
FB0887
FB088707.CDF
cdf-fecal
FB0887
FB088708.CDF
cdf-fecal
FB0887
FB088709.CDF
cdf-fecal
FB0887
FB088710.CDF
cdf-fecal
FB0887
FB088711.CDF
cdf-fecal
FB0887
FB088712.CDF
cdf-fecal
FB0887
FB088713.CDF
cdf-fecal
FB0887
FB088714.CDF
cdf-fecal
FB0887
FB088715.CDF
cdf-fecal
FB0887
FB088716.CDF
cdf-fecal
FB0887
FB088717.CDF
cdf-fecal
FB0887
FB088718.CDF
cdf-fecal
FB0887
FB088719.CDF
cdf-fecal
FB0887
FB088720.CDF
cdf-fecal
FB0887
FB088721.CDF
cdf-fecal
FB0887
FB088722.CDF
cdf-fecal
FB0887
FB088723.CDF
cdf-fecal
FB0887
FB088724.CDF
cdf-fecal
FB0887
FB088725.CDF
cdf-fecal
FB0887
FB088726.CDF
cdf-fecal
FB0887
FB088727.CDF
cdf-fecal
FB0887
FB088728.CDF
cdf-fecal
FB0887
FB088729.CDF
cdf-fecal
FB0887
FB088730.CDF
cdf-fecal
FB0887
FB088731.CDF
cdf-fecal
FB0887
FB088732.CDF
cdf-fecal
FB0887
FB088733.CDF
cdf-fecal
FB0887
FB088734.CDF
cdf-fecal
FB0887
FB088735.CDF
cdf-fecal
FB0887
FB088736.CDF
cdf-fecal
FB0887
FB088737.CDF
cdf-fecal
FB0888
FB088801.CDF
cdf-fecal
FB0888
FB088802.CDF
cdf-fecal
FB0888
FB088803.CDF
cdf-fecal
FB0888
FB088804.CDF
cdf-fecal
FB0888
FB088805.CDF
cdf-fecal
FB0888
FB088806.CDF
cdf-fecal
FB0888
FB088807.CDF
cdf-fecal
FB0888
FB088808.CDF
cdf-fecal
FB0888
FB088809.CDF
cdf-fecal
FB0888
FB088810.CDF
cdf-fecal
FB0888
FB088811.CDF
cdf-fecal
FB0888
FB088812.CDF
cdf-fecal
FB0888
FB088813.CDF
cdf-fecal
FB0888
FB088814.CDF
cdf-fecal
FB0888
FB088815.CDF
cdf-fecal
FB0888
FB088816.CDF
cdf-fecal
FB0888
FB088817.CDF
cdf-fecal
FB0888
FB088818.CDF
cdf-fecal
FB0888
FB088819.CDF
cdf-fecal
FB0888
FB088820.CDF
cdf-fecal
FB0888
FB088821.CDF
cdf-fecal
FB0888
FB088822.CDF
cdf-fecal
FB0888
FB088823.CDF
cdf-fecal
FB0888
FB088824.CDF
cdf-fecal
FB0888
FB088825.CDF
cdf-fecal
FB0888
FB088826.CDF
cdf-fecal
FB0888
FB088827.CDF
cdf-fecal
FB0888
FB088828.CDF
cdf-fecal
FB0888
FB088829.CDF
cdf-fecal
FB0888
FB088830.CDF
cdf-fecal
FB0888
FB088831.CDF
cdf-fecal
FB0888
FB088832.CDF
cdf-fecal
FB0888
FB088833.CDF
cdf-fecal
FB0888
FB088834.CDF
cdf-fecal
FB0888
FB088835.CDF
cdf-fecal
FB0888
FB088836.CDF
cdf-fecal
FB0888
FB088837.CDF
cdf-fecal
FB0889
FB088901.CDF
cdf-fecal
FB0889
FB088902.CDF
cdf-fecal
FB0889
FB088903.CDF
cdf-fecal
FB0889
FB088904.CDF
cdf-fecal
FB0889
FB088905.CDF
cdf-fecal
FB0889
FB088906.CDF
cdf-fecal
FB0889
FB088907.CDF
cdf-fecal
FB0889
FB088908.CDF
cdf-fecal
FB0889
FB088909.CDF
cdf-fecal
FB0889
FB088910.CDF
cdf-fecal
FB0889
FB088911.CDF
cdf-fecal
FB0889
FB088912.CDF
cdf-fecal
FB0889
FB088913.CDF
cdf-fecal
FB0889
FB088914.CDF
cdf-fecal
FB0889
FB088915.CDF
cdf-fecal
FB0889
FB088916.CDF
cdf-fecal
FB0889
FB088917.CDF
cdf-fecal
FB0889
FB088918.CDF
cdf-fecal
FB0889
FB088919.CDF
cdf-fecal
FB0889
FB088920.CDF
cdf-fecal
FB0889
FB088921.CDF
cdf-fecal
FB0889
FB088922.CDF
cdf-fecal
FB0889
FB088923.CDF
cdf-fecal
FB0889
FB088924.CDF
cdf-fecal
FB0889
FB088925.CDF
cdf-fecal
FB0889
FB088926.CDF
cdf-fecal
FB0889
FB088927.CDF
cdf-fecal
FB0889
FB088928.CDF
cdf-fecal
FB0889
FB088929.CDF
cdf-fecal
FB0889
FB088930.CDF
cdf-fecal
FB0889
FB088931.CDF
cdf-fecal
FB0889
FB088932.CDF
cdf-fecal
FB0889
FB088933.CDF
cdf-fecal
FB0889
FB088934.CDF
cdf-fecal
FB0889
FB088935.CDF
cdf-fecal
FB0889
FB088936.CDF
cdf-fecal
FB0889
FB088937.CDF
cdf-fecal
FB0890
FB089001.CDF
cdf-fecal
FB0890
FB089002.CDF
cdf-fecal
FB0890
FB089003.CDF
cdf-fecal
FB0890
FB089004.CDF
cdf-fecal
FB0890
FB089005.CDF
cdf-fecal
FB0890
FB089006.CDF
cdf-fecal
FB0890
FB089007.CDF
cdf-fecal
FB0890
FB089008.CDF
cdf-fecal
FB0890
FB089009.CDF
cdf-fecal
FB0890
FB089010.CDF
cdf-fecal
FB0890
FB089011.CDF
cdf-fecal
FB0890
FB089012.CDF
cdf-fecal
FB0890
FB089013.CDF
cdf-fecal
FB0890
FB089014.CDF
cdf-fecal
FB0890
FB089015.CDF
cdf-fecal
FB0890
FB089016.CDF
cdf-fecal
FB0890
FB089017.CDF
cdf-fecal
FB0890
FB089018.CDF
cdf-fecal
FB0890
FB089019.CDF
cdf-fecal
FB0890
FB089020.CDF
cdf-fecal
FB0890
FB089021.CDF
cdf-fecal
FB0890
FB089022.CDF
cdf-fecal
FB0890
FB089023.CDF
cdf-fecal
FB0890
FB089024.CDF
cdf-fecal
FB0890
FB089025.CDF
cdf-fecal
FB0890
FB089026.CDF
cdf-fecal
FB0890
FB089027.CDF
cdf-fecal
FB0890
FB089028.CDF
cdf-fecal
FB0890
FB089029.CDF
cdf-fecal
FB0890
FB089030.CDF
cdf-fecal
FB0890
FB089031.CDF
cdf-fecal
FB0890
FB089032.CDF
cdf-fecal
FB0890
FB089033.CDF
cdf-fecal
FB0890
FB089034.CDF
cdf-fecal
FB0890
FB089035.CDF
cdf-fecal
FB0890
FB089036.CDF
cdf-fecal
FB0890
FB089037.CDF
cdf-fecal
FB0891
FB089101.CDF
cdf-fecal
FB0891
FB089102.CDF
cdf-fecal
FB0891
FB089103.CDF
cdf-fecal
FB0891
FB089104.CDF
cdf-fecal
FB0891
FB089105.CDF
cdf-fecal
FB0891
FB089106.CDF
cdf-fecal
FB0891
FB089107.CDF
cdf-fecal
FB0891
FB089108.CDF
cdf-fecal
FB0891
FB089109.CDF
cdf-fecal
FB0891
FB089110.CDF
cdf-fecal
FB0891
FB089111.CDF
cdf-fecal
FB0891
FB089112.CDF
cdf-fecal
FB0891
FB089113.CDF
cdf-fecal
FB0891
FB089114.CDF
cdf-fecal
FB0891
FB089115.CDF
cdf-fecal
FB0891
FB089116.CDF
cdf-fecal
FB0891
FB089117.CDF
cdf-fecal
FB0891
FB089118.CDF
cdf-fecal
FB0891
FB089119.CDF
cdf-fecal
FB0891
FB089120.CDF
cdf-fecal
FB0891
FB089121.CDF
cdf-fecal
FB0891
FB089122.CDF
cdf-fecal
FB0891
FB089123.CDF
cdf-fecal
FB0891
FB089124.CDF
cdf-fecal
FB0891
FB089125.CDF
cdf-fecal
FB0891
FB089126.CDF
cdf-fecal
FB0891
FB089127.CDF
cdf-fecal
FB0891
FB089128.CDF
cdf-fecal
FB0891
FB089129.CDF
cdf-fecal
FB0891
FB089130.CDF
cdf-fecal
FB0891
FB089131.CDF
cdf-fecal
FB0891
FB089132.CDF
cdf-fecal
FB0891
FB089133.CDF
cdf-fecal
FB0891
FB089134.CDF
cdf-fecal
FB0891
FB089135.CDF
cdf-fecal
FB0891
FB089136.CDF
cdf-fecal
FB0891
FB089137.CDF
cdf-fecal
FB0892
FB089201.CDF
cdf-fecal
FB0892
FB089202.CDF
cdf-fecal
FB0892
FB089203.CDF
cdf-fecal
FB0892
FB089204.CDF
cdf-fecal
FB0892
FB089205.CDF
cdf-fecal
FB0892
FB089206.CDF
cdf-fecal
FB0892
FB089207.CDF
cdf-fecal
FB0892
FB089208.CDF
cdf-fecal
FB0892
FB089209.CDF
cdf-fecal
FB0892
FB089210.CDF
cdf-fecal
FB0892
FB089211.CDF
cdf-fecal
FB0892
FB089212.CDF
cdf-fecal
FB0892
FB089213.CDF
cdf-fecal
FB0892
FB089214.CDF
cdf-fecal
FB0892
FB089215.CDF
cdf-fecal
FB0892
FB089216.CDF
cdf-fecal
FB0892
FB089217.CDF
cdf-fecal
FB0892
FB089218.CDF
cdf-fecal
FB0892
FB089219.CDF
cdf-fecal
FB0892
FB089220.CDF
cdf-fecal
FB0892
FB089221.CDF
cdf-fecal
FB0892
FB089222.CDF
cdf-fecal
FB0892
FB089223.CDF
cdf-fecal
FB0892
FB089224.CDF
cdf-fecal
FB0892
FB089225.CDF
cdf-fecal
FB0892
FB089226.CDF
cdf-fecal
FB0892
FB089227.CDF
cdf-fecal
FB0892
FB089228.CDF
cdf-fecal
FB0892
FB089229.CDF
cdf-fecal
FB0892
FB089230.CDF
cdf-fecal
FB0892
FB089231.CDF
cdf-fecal
FB0892
FB089232.CDF
cdf-fecal
FB0892
FB089233.CDF
cdf-fecal
FB0892
FB089234.CDF
cdf-fecal
FB0892
FB089235.CDF
cdf-fecal
FB0892
FB089236.CDF
cdf-fecal
FB0892
FB089237.CDF
cdf-fecal
FB0893
FB089301.CDF
cdf-fecal
FB0893
FB089302.CDF
cdf-fecal
FB0893
FB089303.CDF
cdf-fecal
FB0893
FB089304.CDF
cdf-fecal
FB0893
FB089305.CDF
cdf-fecal
FB0893
FB089306.CDF
cdf-fecal
FB0893
FB089307.CDF
cdf-fecal
FB0893
FB089308.CDF
cdf-fecal
FB0893
FB089309.CDF
cdf-fecal
FB0893
FB089310.CDF
cdf-fecal
FB0893
FB089311.CDF
cdf-fecal
FB0893
FB089312.CDF
cdf-fecal
FB0893
FB089313.CDF
cdf-fecal
FB0893
FB089314.CDF
cdf-fecal
FB0893
FB089315.CDF
cdf-fecal
FB0893
FB089316.CDF
cdf-fecal
FB0893
FB089317.CDF
cdf-fecal
FB0893
FB089318.CDF
cdf-fecal
FB0893
FB089319.CDF
cdf-fecal
FB0893
FB089320.CDF
cdf-fecal
FB0893
FB089321.CDF
cdf-fecal
FB0893
FB089322.CDF
cdf-fecal
FB0893
FB089323.CDF
cdf-fecal
FB0893
FB089324.CDF
cdf-fecal
FB0893
FB089325.CDF
cdf-fecal
FB0893
FB089326.CDF
cdf-fecal
FB0893
FB089327.CDF
cdf-fecal
FB0893
FB089328.CDF
cdf-fecal
FB0893
FB089329.CDF
cdf-fecal
FB0893
FB089330.CDF
cdf-fecal
FB0893
FB089331.CDF
cdf-fecal
FB0893
FB089332.CDF
cdf-fecal
FB0893
FB089333.CDF
cdf-fecal
FB0893
FB089334.CDF
cdf-fecal
FB0893
FB089335.CDF
cdf-fecal
FB0893
FB089336.CDF
cdf-fecal
FB0893
FB089337.CDF
cdf-fecal
FB0894
FB089401.CDF
cdf-fecal
FB0894
FB089402.CDF
cdf-fecal
FB0894
FB089403.CDF
cdf-fecal
FB0894
FB089404.CDF
cdf-fecal
FB0894
FB089405.CDF
cdf-fecal
FB0894
FB089406.CDF
cdf-fecal
FB0894
FB089407.CDF
cdf-fecal
FB0894
FB089408.CDF
cdf-fecal
FB0894
FB089409.CDF
cdf-fecal
FB0894
FB089410.CDF
cdf-fecal
FB0894
FB089411.CDF
cdf-fecal
FB0894
FB089412.CDF
cdf-fecal
FB0894
FB089413.CDF
cdf-fecal
FB0894
FB089414.CDF
cdf-fecal
FB0894
FB089415.CDF
cdf-fecal
FB0894
FB089416.CDF
cdf-fecal
FB0894
FB089417.CDF
cdf-fecal
FB0894
FB089418.CDF
cdf-fecal
FB0894
FB089419.CDF
cdf-fecal
FB0894
FB089420.CDF
cdf-fecal
FB0894
FB089421.CDF
cdf-fecal
FB0894
FB089422.CDF
cdf-fecal
FB0894
FB089423.CDF
cdf-fecal
FB0894
FB089424.CDF
cdf-fecal
FB0894
FB089425.CDF
cdf-fecal
FB0894
FB089426.CDF
cdf-fecal
FB0894
FB089427.CDF
cdf-fecal
FB0894
FB089428.CDF
cdf-fecal
FB0894
FB089429.CDF
cdf-fecal
FB0894
FB089430.CDF
cdf-fecal
FB0894
FB089431.CDF
cdf-fecal
FB0894
FB089432.CDF
cdf-fecal
FB0894
FB089433.CDF
cdf-fecal
FB0894
FB089434.CDF
cdf-fecal
FB0894
FB089435.CDF
cdf-fecal
FB0894
FB089436.CDF
cdf-fecal
FB0894
FB089437.CDF
cdf-fecal
FB0895
FB089501.CDF
cdf-fecal
FB0895
FB089502.CDF
cdf-fecal
FB0895
FB089503.CDF
cdf-fecal
FB0895
FB089504.CDF
cdf-fecal
FB0895
FB089505.CDF
cdf-fecal
FB0895
FB089506.CDF
cdf-fecal
FB0895
FB089507.CDF
cdf-fecal
FB0895
FB089508.CDF
cdf-fecal
FB0895
FB089509.CDF
cdf-fecal
FB0895
FB089510.CDF
cdf-fecal
FB0895
FB089511.CDF
cdf-fecal
FB0895
FB089512.CDF
cdf-fecal
FB0895
FB089513.CDF
cdf-fecal
FB0895
FB089514.CDF
cdf-fecal
FB0895
FB089515.CDF
cdf-fecal
FB0895
FB089516.CDF
cdf-fecal
FB0895
FB089517.CDF
cdf-fecal
FB0895
FB089518.CDF
cdf-fecal
FB0895
FB089519.CDF
cdf-fecal
FB0895
FB089520.CDF
cdf-fecal
FB0895
FB089521.CDF
cdf-fecal
FB0895
FB089522.CDF
cdf-fecal
FB0895
FB089523.CDF
cdf-fecal
FB0895
FB089524.CDF
cdf-fecal
FB0895
FB089525.CDF
cdf-fecal
FB0895
FB089526.CDF
cdf-fecal
FB0895
FB089527.CDF
cdf-fecal
FB0895
FB089528.CDF
cdf-fecal
FB0895
FB089529.CDF
cdf-fecal
FB0895
FB089530.CDF
cdf-fecal
FB0895
FB089531.CDF
cdf-fecal
FB0895
FB089532.CDF
cdf-fecal
FB0895
FB089533.CDF
cdf-fecal
FB0895
FB089534.CDF
cdf-fecal
FB0895
FB089535.CDF
cdf-fecal
FB0895
FB089536.CDF
cdf-fecal
FB0895
FB089537.CDF
cdf-fecal
FB0896
FB089601.CDF
cdf-fecal
FB0896
FB089602.CDF
cdf-fecal
FB0896
FB089603.CDF
cdf-fecal
FB0896
FB089604.CDF
cdf-fecal
FB0896
FB089605.CDF
cdf-fecal
FB0896
FB089606.CDF
cdf-fecal
FB0896
FB089607.CDF
cdf-fecal
FB0896
FB089608.CDF
cdf-fecal
FB0896
FB089609.CDF
cdf-fecal
FB0896
FB089610.CDF
cdf-fecal
FB0896
FB089611.CDF
cdf-fecal
FB0896
FB089612.CDF
cdf-fecal
FB0896
FB089613.CDF
cdf-fecal
FB0896
FB089614.CDF
cdf-fecal
FB0896
FB089615.CDF
cdf-fecal
FB0896
FB089616.CDF
cdf-fecal
FB0896
FB089617.CDF
cdf-fecal
FB0896
FB089618.CDF
cdf-fecal
FB0896
FB089619.CDF
cdf-fecal
FB0896
FB089620.CDF
cdf-fecal
FB0896
FB089621.CDF
cdf-fecal
FB0896
FB089622.CDF
cdf-fecal
FB0896
FB089623.CDF
cdf-fecal
FB0896
FB089624.CDF
cdf-fecal
FB0896
FB089625.CDF
cdf-fecal
FB0896
FB089626.CDF
cdf-fecal
FB0896
FB089627.CDF
cdf-fecal
FB0896
FB089628.CDF
cdf-fecal
FB0896
FB089629.CDF
cdf-fecal
FB0896
FB089630.CDF
cdf-fecal
FB0896
FB089631.CDF
cdf-fecal
FB0896
FB089632.CDF
cdf-fecal
FB0896
FB089633.CDF
cdf-fecal
FB0896
FB089634.CDF
cdf-fecal
FB0896
FB089635.CDF
cdf-fecal
FB0896
FB089636.CDF
cdf-fecal
FB0896
FB089637.CDF
cdf-fecal
FB0897
FB089701.CDF
cdf-fecal
FB0897
FB089702.CDF
cdf-fecal
FB0897
FB089703.CDF
cdf-fecal
FB0897
FB089704.CDF
cdf-fecal
FB0897
FB089705.CDF
cdf-fecal
FB0897
FB089706.CDF
cdf-fecal
FB0897
FB089707.CDF
cdf-fecal
FB0897
FB089708.CDF
cdf-fecal
FB0897
FB089709.CDF
cdf-fecal
FB0897
FB089710.CDF
cdf-fecal
FB0897
FB089711.CDF
cdf-fecal
FB0897
FB089712.CDF
cdf-fecal
FB0897
FB089713.CDF
cdf-fecal
FB0897
FB089714.CDF
cdf-fecal
FB0897
FB089715.CDF
cdf-fecal
FB0897
FB089716.CDF
cdf-fecal
FB0897
FB089717.CDF
cdf-fecal
FB0897
FB089718.CDF
cdf-fecal
FB0897
FB089719.CDF
cdf-fecal
FB0897
FB089720.CDF
cdf-fecal
FB0897
FB089721.CDF
cdf-fecal
FB0897
FB089722.CDF
cdf-fecal
FB0897
FB089723.CDF
cdf-fecal
FB0897
FB089724.CDF
cdf-fecal
FB0897
FB089725.CDF
cdf-fecal
FB0897
FB089726.CDF
cdf-fecal
FB0897
FB089727.CDF
cdf-fecal
FB0897
FB089728.CDF
cdf-fecal
FB0897
FB089729.CDF
cdf-fecal
FB0897
FB089730.CDF
cdf-fecal
FB0897
FB089731.CDF
cdf-fecal
FB0897
FB089732.CDF
cdf-fecal
FB0897
FB089733.CDF
cdf-fecal
FB0897
FB089734.CDF
cdf-fecal
FB0897
FB089735.CDF
cdf-fecal
FB0897
FB089736.CDF
cdf-fecal
FB0897
FB089737.CDF
cdf-fecal
FB0898
FB089801.CDF
cdf-fecal
FB0898
FB089802.CDF
cdf-fecal
FB0898
FB089803.CDF
cdf-fecal
FB0898
FB089804.CDF
cdf-fecal
FB0898
FB089805.CDF
cdf-fecal
FB0898
FB089806.CDF
cdf-fecal
FB0898
FB089807.CDF
cdf-fecal
FB0898
FB089808.CDF
cdf-fecal
FB0898
FB089809.CDF
cdf-fecal
FB0898
FB089810.CDF
cdf-fecal
FB0898
FB089811.CDF
cdf-fecal
FB0898
FB089812.CDF
cdf-fecal
FB0898
FB089813.CDF
cdf-fecal
FB0898
FB089814.CDF
cdf-fecal
FB0898
FB089815.CDF
cdf-fecal
FB0898
FB089816.CDF
cdf-fecal
FB0898
FB089817.CDF
cdf-fecal
FB0898
FB089818.CDF
cdf-fecal
FB0898
FB089819.CDF
cdf-fecal
FB0898
FB089820.CDF
cdf-fecal
FB0898
FB089821.CDF
cdf-fecal
FB0898
FB089822.CDF
cdf-fecal
FB0898
FB089823.CDF
cdf-fecal
FB0898
FB089824.CDF
cdf-fecal
FB0898
FB089825.CDF
cdf-fecal
FB0898
FB089826.CDF
cdf-fecal
FB0898
FB089827.CDF
cdf-fecal
FB0898
FB089828.CDF
cdf-fecal
FB0898
FB089829.CDF
cdf-fecal
FB0898
FB089830.CDF
cdf-fecal
FB0898
FB089831.CDF
cdf-fecal
FB0898
FB089832.CDF
cdf-fecal
FB0898
FB089833.CDF
cdf-fecal
FB0898
FB089834.CDF
cdf-fecal
FB0898
FB089835.CDF
cdf-fecal
FB0898
FB089836.CDF
cdf-fecal
FB0898
FB089837.CDF
cdf-fecal
FB0899
FB089901.CDF
cdf-fecal
FB0899
FB089902.CDF
cdf-fecal
FB0899
FB089903.CDF
cdf-fecal
FB0899
FB089904.CDF
cdf-fecal
FB0899
FB089905.CDF
cdf-fecal
FB0899
FB089906.CDF
cdf-fecal
FB0899
FB089907.CDF
cdf-fecal
FB0899
FB089908.CDF
cdf-fecal
FB0899
FB089909.CDF
cdf-fecal
FB0899
FB089910.CDF
cdf-fecal
FB0899
FB089911.CDF
cdf-fecal
FB0899
FB089912.CDF
cdf-fecal
FB0899
FB089913.CDF
cdf-fecal
FB0899
FB089914.CDF
cdf-fecal
FB0899
FB089915.CDF
cdf-fecal
FB0899
FB089916.CDF
cdf-fecal
FB0899
FB089917.CDF
cdf-fecal
FB0899
FB089918.CDF
cdf-fecal
FB0899
FB089919.CDF
cdf-fecal
FB0899
FB089920.CDF
cdf-fecal
FB0899
FB089921.CDF
cdf-fecal
FB0899
FB089922.CDF
cdf-fecal
FB0899
FB089923.CDF
cdf-fecal
FB0899
FB089924.CDF
cdf-fecal
FB0899
FB089925.CDF
cdf-fecal
FB0899
FB089926.CDF
cdf-fecal
FB0899
FB089927.CDF
cdf-fecal
FB0899
FB089928.CDF
cdf-fecal
FB0899
FB089929.CDF
cdf-fecal
FB0899
FB089930.CDF
cdf-fecal
FB0899
FB089931.CDF
cdf-fecal
FB0899
FB089932.CDF
cdf-fecal
FB0899
FB089933.CDF
cdf-fecal
FB0899
FB089934.CDF
cdf-fecal
FB0899
FB089935.CDF
cdf-fecal
FB0899
FB089936.CDF
cdf-fecal
FB0899
FB089937.CDF
cdf-fecal
FB0900
FB090001.CDF
cdf-fecal
FB0900
FB090002.CDF
cdf-fecal
FB0900
FB090003.CDF
cdf-fecal
FB0900
FB090004.CDF
cdf-fecal
FB0900
FB090005.CDF
cdf-fecal
FB0900
FB090006.CDF
cdf-fecal
FB0900
FB090007.CDF
cdf-fecal
FB0900
FB090008.CDF
cdf-fecal
FB0900
FB090009.CDF
cdf-fecal
FB0900
FB090010.CDF
cdf-fecal
FB0900
FB090011.CDF
cdf-fecal
FB0900
FB090012.CDF
cdf-fecal
FB0900
FB090013.CDF
cdf-fecal
FB0900
FB090014.CDF
cdf-fecal
FB0900
FB090015.CDF
cdf-fecal
FB0900
FB090016.CDF
cdf-fecal
FB0900
FB090017.CDF
cdf-fecal
FB0900
FB090018.CDF
cdf-fecal
FB0900
FB090019.CDF
cdf-fecal
FB0900
FB090020.CDF
cdf-fecal
FB0900
FB090021.CDF
cdf-fecal
FB0900
FB090022.CDF
cdf-fecal
FB0900
FB090023.CDF
cdf-fecal
FB0900
FB090024.CDF
cdf-fecal
FB0900
FB090025.CDF
cdf-fecal
FB0900
FB090026.CDF
cdf-fecal
FB0900
FB090027.CDF
cdf-fecal
FB0900
FB090028.CDF
cdf-fecal
FB0900
FB090029.CDF
cdf-fecal
FB0900
FB090030.CDF
cdf-fecal
FB0900
FB090031.CDF
cdf-fecal
FB0900
FB090032.CDF
cdf-fecal
FB0900
FB090033.CDF
cdf-fecal
FB0900
FB090034.CDF
cdf-fecal
FB0900
FB090035.CDF
cdf-fecal
FB0900
FB090036.CDF
cdf-fecal
FB0900
FB090037.CDF
cdf-fecal
FB0901
FB090101.CDF
cdf-fecal
FB0901
FB090102.CDF
cdf-fecal
FB0901
FB090103.CDF
cdf-fecal
FB0901
FB090104.CDF
cdf-fecal
FB0901
FB090105.CDF
cdf-fecal
FB0901
FB090106.CDF
cdf-fecal
FB0901
FB090107.CDF
cdf-fecal
FB0901
FB090108.CDF
cdf-fecal
FB0901
FB090109.CDF
cdf-fecal
FB0901
FB090110.CDF
cdf-fecal
FB0901
FB090111.CDF
cdf-fecal
FB0901
FB090112.CDF
cdf-fecal
FB0901
FB090113.CDF
cdf-fecal
FB0901
FB090114.CDF
cdf-fecal
FB0901
FB090115.CDF
cdf-fecal
FB0901
FB090116.CDF
cdf-fecal
FB0901
FB090117.CDF
cdf-fecal
FB0901
FB090118.CDF
cdf-fecal
FB0901
FB090119.CDF
cdf-fecal
FB0901
FB090120.CDF
cdf-fecal
FB0901
FB090121.CDF
cdf-fecal
FB0901
FB090122.CDF
cdf-fecal
FB0901
FB090123.CDF
cdf-fecal
FB0901
FB090124.CDF
cdf-fecal
FB0901
FB090125.CDF
cdf-fecal
FB0901
FB090126.CDF
cdf-fecal
FB0901
FB090127.CDF
cdf-fecal
FB0901
FB090128.CDF
cdf-fecal
FB0901
FB090129.CDF
cdf-fecal
FB0901
FB090130.CDF
cdf-fecal
FB0901
FB090131.CDF
cdf-fecal
FB0901
FB090132.CDF
cdf-fecal
FB0901
FB090133.CDF
cdf-fecal
FB0901
FB090134.CDF
cdf-fecal
FB0901
FB090135.CDF
cdf-fecal
FB0901
FB090136.CDF
cdf-fecal
FB0901
FB090137.CDF
cdf-fecal
FB0902
FB090201.CDF
cdf-fecal
FB0902
FB090202.CDF
cdf-fecal
FB0902
FB090203.CDF
cdf-fecal
FB0902
FB090204.CDF
cdf-fecal
FB0902
FB090205.CDF
cdf-fecal
FB0902
FB090206.CDF
cdf-fecal
FB0902
FB090207.CDF
cdf-fecal
FB0902
FB090208.CDF
cdf-fecal
FB0902
FB090209.CDF
cdf-fecal
FB0902
FB090210.CDF
cdf-fecal
FB0902
FB090211.CDF
cdf-fecal
FB0902
FB090212.CDF
cdf-fecal
FB0902
FB090213.CDF
cdf-fecal
FB0902
FB090214.CDF
cdf-fecal
FB0902
FB090215.CDF
cdf-fecal
FB0902
FB090216.CDF
cdf-fecal
FB0902
FB090217.CDF
cdf-fecal
FB0902
FB090218.CDF
cdf-fecal
FB0902
FB090219.CDF
cdf-fecal
FB0902
FB090220.CDF
cdf-fecal
FB0902
FB090221.CDF
cdf-fecal
FB0902
FB090222.CDF
cdf-fecal
FB0902
FB090223.CDF
cdf-fecal
FB0902
FB090224.CDF
cdf-fecal
FB0902
FB090225.CDF
cdf-fecal
FB0902
FB090226.CDF
cdf-fecal
FB0902
FB090227.CDF
cdf-fecal
FB0902
FB090228.CDF
cdf-fecal
FB0902
FB090229.CDF
cdf-fecal
FB0902
FB090230.CDF
cdf-fecal
FB0902
FB090231.CDF
cdf-fecal
FB0902
FB090232.CDF
cdf-fecal
FB0902
FB090233.CDF
cdf-fecal
FB0902
FB090234.CDF
cdf-fecal
FB0902
FB090235.CDF
cdf-fecal
FB0902
FB090236.CDF
cdf-fecal
FB0902
FB090237.CDF
cdf-fecal
FB0903
FB090301.CDF
cdf-fecal
FB0903
FB090302.CDF
cdf-fecal
FB0903
FB090303.CDF
cdf-fecal
FB0903
FB090304.CDF
cdf-fecal
FB0903
FB090305.CDF
cdf-fecal
FB0903
FB090306.CDF
cdf-fecal
FB0903
FB090307.CDF
cdf-fecal
FB0903
FB090308.CDF
cdf-fecal
FB0903
FB090309.CDF
cdf-fecal
FB0903
FB090310.CDF
cdf-fecal
FB0903
FB090311.CDF
cdf-fecal
FB0903
FB090312.CDF
cdf-fecal
FB0903
FB090313.CDF
cdf-fecal
FB0903
FB090314.CDF
cdf-fecal
FB0903
FB090315.CDF
cdf-fecal
FB0903
FB090316.CDF
cdf-fecal
FB0903
FB090317.CDF
cdf-fecal
FB0903
FB090318.CDF
cdf-fecal
FB0903
FB090319.CDF
cdf-fecal
FB0903
FB090320.CDF
cdf-fecal
FB0903
FB090321.CDF
cdf-fecal
FB0903
FB090322.CDF
cdf-fecal
FB0903
FB090323.CDF
cdf-fecal
FB0903
FB090324.CDF
cdf-fecal
FB0903
FB090325.CDF
cdf-fecal
FB0903
FB090326.CDF
cdf-fecal
FB0903
FB090327.CDF
cdf-fecal
FB0903
FB090328.CDF
cdf-fecal
FB0903
FB090329.CDF
cdf-fecal
FB0903
FB090330.CDF
cdf-fecal
FB0903
FB090331.CDF
cdf-fecal
FB0903
FB090332.CDF
cdf-fecal
FB0903
FB090333.CDF
cdf-fecal
FB0903
FB090334.CDF
cdf-fecal
FB0903
FB090335.CDF
cdf-fecal
FB0903
FB090336.CDF
cdf-fecal
FB0903
FB090337.CDF
cdf-fecal
FB0904
FB090401.CDF
cdf-fecal
FB0904
FB090402.CDF
cdf-fecal
FB0904
FB090403.CDF
cdf-fecal
FB0904
FB090404.CDF
cdf-fecal
FB0904
FB090405.CDF
cdf-fecal
FB0904
FB090406.CDF
cdf-fecal
FB0904
FB090407.CDF
cdf-fecal
FB0904
FB090408.CDF
cdf-fecal
FB0904
FB090409.CDF
cdf-fecal
FB0904
FB090410.CDF
cdf-fecal
FB0904
FB090411.CDF
cdf-fecal
FB0904
FB090412.CDF
cdf-fecal
FB0904
FB090413.CDF
cdf-fecal
FB0904
FB090414.CDF
cdf-fecal
FB0904
FB090415.CDF
cdf-fecal
FB0904
FB090416.CDF
cdf-fecal
FB0904
FB090417.CDF
cdf-fecal
FB0904
FB090418.CDF
cdf-fecal
FB0904
FB090419.CDF
cdf-fecal
FB0904
FB090420.CDF
cdf-fecal
FB0904
FB090421.CDF
cdf-fecal
FB0904
FB090422.CDF
cdf-fecal
FB0904
FB090423.CDF
cdf-fecal
FB0904
FB090424.CDF
cdf-fecal
FB0904
FB090425.CDF
cdf-fecal
FB0904
FB090426.CDF
cdf-fecal
FB0904
FB090427.CDF
cdf-fecal
FB0904
FB090428.CDF
cdf-fecal
FB0904
FB090429.CDF
cdf-fecal
FB0904
FB090430.CDF
cdf-fecal
FB0904
FB090431.CDF
cdf-fecal
FB0904
FB090432.CDF
cdf-fecal
FB0904
FB090433.CDF
cdf-fecal
FB0904
FB090434.CDF
cdf-fecal
FB0904
FB090435.CDF
cdf-fecal
FB0904
FB090436.CDF
cdf-fecal
FB0904
FB090437.CDF
cdf-fecal
FB0905
FB090501.CDF
cdf-fecal
FB0905
FB090502.CDF
cdf-fecal
FB0905
FB090503.CDF
cdf-fecal
FB0905
FB090504.CDF
cdf-fecal
FB0905
FB090505.CDF
cdf-fecal
FB0905
FB090506.CDF
cdf-fecal
FB0905
FB090507.CDF
cdf-fecal
FB0905
FB090508.CDF
cdf-fecal
FB0905
FB090509.CDF
cdf-fecal
FB0905
FB090510.CDF
cdf-fecal
FB0905
FB090511.CDF
cdf-fecal
FB0905
FB090512.CDF
cdf-fecal
FB0905
FB090513.CDF
cdf-fecal
FB0905
FB090514.CDF
cdf-fecal
FB0905
FB090515.CDF
cdf-fecal
FB0905
FB090516.CDF
cdf-fecal
FB0905
FB090517.CDF
cdf-fecal
FB0905
FB090518.CDF
cdf-fecal
FB0905
FB090519.CDF
cdf-fecal
FB0905
FB090520.CDF
cdf-fecal
FB0905
FB090521.CDF
cdf-fecal
FB0905
FB090522.CDF
cdf-fecal
FB0905
FB090523.CDF
cdf-fecal
FB0905
FB090524.CDF
cdf-fecal
FB0905
FB090525.CDF
cdf-fecal
FB0905
FB090526.CDF
cdf-fecal
FB0905
FB090527.CDF
cdf-fecal
FB0905
FB090528.CDF
cdf-fecal
FB0905
FB090529.CDF
cdf-fecal
FB0905
FB090530.CDF
cdf-fecal
FB0905
FB090531.CDF
cdf-fecal
FB0905
FB090532.CDF
cdf-fecal
FB0905
FB090533.CDF
cdf-fecal
FB0905
FB090534.CDF
cdf-fecal
FB0905
FB090535.CDF
cdf-fecal
FB0905
FB090536.CDF
cdf-fecal
FB0905
FB090537.CDF
cdf-fecal
FB0906
FB090601.CDF
cdf-fecal
FB0906
FB090602.CDF
cdf-fecal
FB0906
FB090603.CDF
cdf-fecal
FB0906
FB090604.CDF
cdf-fecal
FB0906
FB090605.CDF
cdf-fecal
FB0906
FB090606.CDF
cdf-fecal
FB0906
FB090607.CDF
cdf-fecal
FB0906
FB090608.CDF
cdf-fecal
FB0906
FB090609.CDF
cdf-fecal
FB0906
FB090610.CDF
cdf-fecal
FB0906
FB090611.CDF
cdf-fecal
FB0906
FB090612.CDF
cdf-fecal
FB0906
FB090613.CDF
cdf-fecal
FB0906
FB090614.CDF
cdf-fecal
FB0906
FB090615.CDF
cdf-fecal
FB0906
FB090616.CDF
cdf-fecal
FB0906
FB090617.CDF
cdf-fecal
FB0906
FB090618.CDF
cdf-fecal
FB0906
FB090619.CDF
cdf-fecal
FB0906
FB090620.CDF
cdf-fecal
FB0906
FB090621.CDF
cdf-fecal
FB0906
FB090622.CDF
cdf-fecal
FB0906
FB090623.CDF
cdf-fecal
FB0906
FB090624.CDF
cdf-fecal
FB0906
FB090625.CDF
cdf-fecal
FB0906
FB090626.CDF
cdf-fecal
FB0906
FB090627.CDF
cdf-fecal
FB0906
FB090628.CDF
cdf-fecal
FB0906
FB090629.CDF
cdf-fecal
FB0906
FB090630.CDF
cdf-fecal
FB0906
FB090631.CDF
cdf-fecal
FB0906
FB090632.CDF
cdf-fecal
FB0906
FB090633.CDF
cdf-fecal
FB0906
FB090634.CDF
cdf-fecal
FB0906
FB090635.CDF
cdf-fecal
FB0906
FB090636.CDF
cdf-fecal
FB0906
FB090637.CDF
cdf-fecal
FB0907
FB090701.CDF
cdf-fecal
FB0907
FB090702.CDF
cdf-fecal
FB0907
FB090703.CDF
cdf-fecal
FB0907
FB090704.CDF
cdf-fecal
FB0907
FB090705.CDF
cdf-fecal
FB0907
FB090706.CDF
cdf-fecal
FB0907
FB090707.CDF
cdf-fecal
FB0907
FB090708.CDF
cdf-fecal
FB0907
FB090709.CDF
cdf-fecal
FB0907
FB090710.CDF
cdf-fecal
FB0907
FB090711.CDF
cdf-fecal
FB0907
FB090712.CDF
cdf-fecal
FB0907
FB090713.CDF
cdf-fecal
FB0907
FB090714.CDF
cdf-fecal
FB0907
FB090715.CDF
cdf-fecal
FB0907
FB090716.CDF
cdf-fecal
FB0907
FB090717.CDF
cdf-fecal
FB0907
FB090718.CDF
cdf-fecal
FB0907
FB090719.CDF
cdf-fecal
FB0907
FB090720.CDF
cdf-fecal
FB0907
FB090721.CDF
cdf-fecal
FB0907
FB090722.CDF
cdf-fecal
FB0907
FB090723.CDF
cdf-fecal
FB0907
FB090724.CDF
cdf-fecal
FB0907
FB090725.CDF
cdf-fecal
FB0907
FB090726.CDF
cdf-fecal
FB0907
FB090727.CDF
cdf-fecal
FB0907
FB090728.CDF
cdf-fecal
FB0907
FB090729.CDF
cdf-fecal
FB0907
FB090730.CDF
cdf-fecal
FB0907
FB090731.CDF
cdf-fecal
FB0907
FB090732.CDF
cdf-fecal
FB0907
FB090733.CDF
cdf-fecal
FB0907
FB090734.CDF
cdf-fecal
FB0907
FB090735.CDF
cdf-fecal
FB0907
FB090736.CDF
cdf-fecal
FB0907
FB090737.CDF
cdf-fecal
FB0908
FB090801.CDF
cdf-fecal
FB0908
FB090802.CDF
cdf-fecal
FB0908
FB090803.CDF
cdf-fecal
FB0908
FB090804.CDF
cdf-fecal
FB0908
FB090805.CDF
cdf-fecal
FB0908
FB090806.CDF
cdf-fecal
FB0908
FB090807.CDF
cdf-fecal
FB0908
FB090808.CDF
cdf-fecal
FB0908
FB090809.CDF
cdf-fecal
FB0908
FB090810.CDF
cdf-fecal
FB0908
FB090811.CDF
cdf-fecal
FB0908
FB090812.CDF
cdf-fecal
FB0908
FB090813.CDF
cdf-fecal
FB0908
FB090814.CDF
cdf-fecal
FB0908
FB090815.CDF
cdf-fecal
FB0908
FB090816.CDF
cdf-fecal
FB0908
FB090817.CDF
cdf-fecal
FB0908
FB090818.CDF
cdf-fecal
FB0908
FB090819.CDF
cdf-fecal
FB0908
FB090820.CDF
cdf-fecal
FB0908
FB090821.CDF
cdf-fecal
FB0908
FB090822.CDF
cdf-fecal
FB0908
FB090823.CDF
cdf-fecal
FB0908
FB090824.CDF
cdf-fecal
FB0908
FB090825.CDF
cdf-fecal
FB0908
FB090826.CDF
cdf-fecal
FB0908
FB090827.CDF
cdf-fecal
FB0908
FB090828.CDF
cdf-fecal
FB0908
FB090829.CDF
cdf-fecal
FB0908
FB090830.CDF
cdf-fecal
FB0908
FB090831.CDF
cdf-fecal
FB0908
FB090832.CDF
cdf-fecal
FB0908
FB090833.CDF
cdf-fecal
FB0908
FB090834.CDF
cdf-fecal
FB0908
FB090835.CDF
cdf-fecal
FB0908
FB090836.CDF
cdf-fecal
FB0908
FB090837.CDF
cdf-fecal
FB0909
FB090901.CDF
cdf-fecal
FB0909
FB090902.CDF
cdf-fecal
FB0909
FB090903.CDF
cdf-fecal
FB0909
FB090904.CDF
cdf-fecal
FB0909
FB090905.CDF
cdf-fecal
FB0909
FB090906.CDF
cdf-fecal
FB0909
FB090907.CDF
cdf-fecal
FB0909
FB090908.CDF
cdf-fecal
FB0909
FB090909.CDF
cdf-fecal
FB0909
FB090910.CDF
cdf-fecal
FB0909
FB090911.CDF
cdf-fecal
FB0909
FB090912.CDF
cdf-fecal
FB0909
FB090913.CDF
cdf-fecal
FB0909
FB090914.CDF
cdf-fecal
FB0909
FB090915.CDF
cdf-fecal
FB0909
FB090916.CDF
cdf-fecal
FB0909
FB090917.CDF
cdf-fecal
FB0909
FB090918.CDF
cdf-fecal
FB0909
FB090919.CDF
cdf-fecal
FB0909
FB090920.CDF
cdf-fecal
FB0909
FB090921.CDF
cdf-fecal
FB0909
FB090922.CDF
cdf-fecal
FB0909
FB090923.CDF
cdf-fecal
FB0909
FB090924.CDF
cdf-fecal
FB0909
FB090925.CDF
cdf-fecal
FB0909
FB090926.CDF
cdf-fecal
FB0909
FB090927.CDF
cdf-fecal
FB0909
FB090928.CDF
cdf-fecal
FB0909
FB090929.CDF
cdf-fecal
FB0909
FB090930.CDF
cdf-fecal
FB0909
FB090931.CDF
cdf-fecal
FB0909
FB090932.CDF
cdf-fecal
FB0909
FB090933.CDF
cdf-fecal
FB0909
FB090934.CDF
cdf-fecal
FB0909
FB090935.CDF
cdf-fecal
FB0909
FB090936.CDF
cdf-fecal
FB0909
FB090937.CDF
cdf-fecal
FB0910
FB091001.CDF
cdf-fecal
FB0910
FB091002.CDF
cdf-fecal
FB0910
FB091003.CDF
cdf-fecal
FB0910
FB091004.CDF
cdf-fecal
FB0910
FB091005.CDF
cdf-fecal
FB0910
FB091006.CDF
cdf-fecal
FB0910
FB091007.CDF
cdf-fecal
FB0910
FB091008.CDF
cdf-fecal
FB0910
FB091009.CDF
cdf-fecal
FB0910
FB091010.CDF
cdf-fecal
FB0910
FB091011.CDF
cdf-fecal
FB0910
FB091012.CDF
cdf-fecal
FB0910
FB091013.CDF
cdf-fecal
FB0910
FB091014.CDF
cdf-fecal
FB0910
FB091015.CDF
cdf-fecal
FB0910
FB091016.CDF
cdf-fecal
FB0910
FB091017.CDF
cdf-fecal
FB0910
FB091018.CDF
cdf-fecal
FB0910
FB091019.CDF
cdf-fecal
FB0910
FB091020.CDF
cdf-fecal
FB0910
FB091021.CDF
cdf-fecal
FB0910
FB091022.CDF
cdf-fecal
FB0910
FB091023.CDF
cdf-fecal
FB0910
FB091024.CDF
cdf-fecal
FB0910
FB091025.CDF
cdf-fecal
FB0910
FB091026.CDF
cdf-fecal
FB0910
FB091027.CDF
cdf-fecal
FB0910
FB091028.CDF
cdf-fecal
FB0910
FB091029.CDF
cdf-fecal
FB0910
FB091030.CDF
cdf-fecal
FB0910
FB091031.CDF
cdf-fecal
FB0910
FB091032.CDF
cdf-fecal
FB0910
FB091033.CDF
cdf-fecal
FB0910
FB091034.CDF
cdf-fecal
FB0910
FB091035.CDF
cdf-fecal
FB0910
FB091036.CDF
cdf-fecal
FB0910
FB091037.CDF
cdf-fecal
FB0911
FB091101.CDF
cdf-fecal
FB0911
FB091102.CDF
cdf-fecal
FB0911
FB091103.CDF
cdf-fecal
FB0911
FB091104.CDF
cdf-fecal
FB0911
FB091105.CDF
cdf-fecal
FB0911
FB091106.CDF
cdf-fecal
FB0911
FB091107.CDF
cdf-fecal
FB0911
FB091108.CDF
cdf-fecal
FB0911
FB091109.CDF
cdf-fecal
FB0911
FB091110.CDF
cdf-fecal
FB0911
FB091111.CDF
cdf-fecal
FB0911
FB091112.CDF
cdf-fecal
FB0911
FB091113.CDF
cdf-fecal
FB0911
FB091114.CDF
cdf-fecal
FB0911
FB091115.CDF
cdf-fecal
FB0911
FB091116.CDF
cdf-fecal
FB0911
FB091117.CDF
cdf-fecal
FB0911
FB091118.CDF
cdf-fecal
FB0911
FB091119.CDF
cdf-fecal
FB0911
FB091120.CDF
cdf-fecal
FB0911
FB091121.CDF
cdf-fecal
FB0911
FB091122.CDF
cdf-fecal
FB0911
FB091123.CDF
cdf-fecal
FB0911
FB091124.CDF
cdf-fecal
FB0911
FB091125.CDF
cdf-fecal
FB0911
FB091126.CDF
cdf-fecal
FB0911
FB091127.CDF
cdf-fecal
FB0911
FB091128.CDF
cdf-fecal
FB0911
FB091129.CDF
cdf-fecal
FB0911
FB091130.CDF
cdf-fecal
FB0911
FB091131.CDF
cdf-fecal
FB0911
FB091132.CDF
cdf-fecal
FB0911
FB091133.CDF
cdf-fecal
FB0911
FB091134.CDF
cdf-fecal
FB0911
FB091135.CDF
cdf-fecal
FB0911
FB091136.CDF
cdf-fecal
FB0911
FB091137.CDF
cdf-fecal
FB0912
FB091201.CDF
cdf-fecal
FB0912
FB091202.CDF
cdf-fecal
FB0912
FB091203.CDF
cdf-fecal
FB0912
FB091204.CDF
cdf-fecal
FB0912
FB091205.CDF
cdf-fecal
FB0912
FB091206.CDF
cdf-fecal
FB0912
FB091207.CDF
cdf-fecal
FB0912
FB091208.CDF
cdf-fecal
FB0912
FB091209.CDF
cdf-fecal
FB0912
FB091210.CDF
cdf-fecal
FB0912
FB091211.CDF
cdf-fecal
FB0912
FB091212.CDF
cdf-fecal
FB0912
FB091213.CDF
cdf-fecal
FB0912
FB091214.CDF
cdf-fecal
FB0912
FB091215.CDF
cdf-fecal
FB0912
FB091216.CDF
cdf-fecal
FB0912
FB091217.CDF
cdf-fecal
FB0912
FB091218.CDF
cdf-fecal
FB0912
FB091219.CDF
cdf-fecal
FB0912
FB091220.CDF
cdf-fecal
FB0912
FB091221.CDF
cdf-fecal
FB0912
FB091222.CDF
cdf-fecal
FB0912
FB091223.CDF
cdf-fecal
FB0912
FB091224.CDF
cdf-fecal
FB0912
FB091225.CDF
cdf-fecal
FB0912
FB091226.CDF
cdf-fecal
FB0912
FB091227.CDF
cdf-fecal
FB0912
FB091228.CDF
cdf-fecal
FB0912
FB091229.CDF
cdf-fecal
FB0912
FB091230.CDF
cdf-fecal
FB0912
FB091231.CDF
cdf-fecal
FB0912
FB091232.CDF
cdf-fecal
FB0912
FB091233.CDF
cdf-fecal
FB0912
FB091234.CDF
cdf-fecal
FB0912
FB091235.CDF
cdf-fecal
FB0912
FB091236.CDF
cdf-fecal
FB0912
FB091237.CDF
cdf-fecal
FB0913
FB091301.CDF
cdf-fecal
FB0913
FB091302.CDF
cdf-fecal
FB0913
FB091303.CDF
cdf-fecal
FB0913
FB091304.CDF
cdf-fecal
FB0913
FB091305.CDF
cdf-fecal
FB0913
FB091306.CDF
cdf-fecal
FB0913
FB091307.CDF
cdf-fecal
FB0913
FB091308.CDF
cdf-fecal
FB0913
FB091309.CDF
cdf-fecal
FB0913
FB091310.CDF
cdf-fecal
FB0913
FB091311.CDF
cdf-fecal
FB0913
FB091312.CDF
cdf-fecal
FB0913
FB091313.CDF
cdf-fecal
FB0913
FB091314.CDF
cdf-fecal
FB0913
FB091315.CDF
cdf-fecal
FB0913
FB091316.CDF
cdf-fecal
FB0913
FB091317.CDF
cdf-fecal
FB0913
FB091318.CDF
cdf-fecal
FB0913
FB091319.CDF
cdf-fecal
FB0913
FB091320.CDF
cdf-fecal
FB0913
FB091321.CDF
cdf-fecal
FB0913
FB091322.CDF
cdf-fecal
FB0913
FB091323.CDF
cdf-fecal
FB0913
FB091324.CDF
cdf-fecal
FB0913
FB091325.CDF
cdf-fecal
FB0913
FB091326.CDF
cdf-fecal
FB0913
FB091327.CDF
cdf-fecal
FB0913
FB091328.CDF
cdf-fecal
FB0913
FB091329.CDF
cdf-fecal
FB0913
FB091330.CDF
cdf-fecal
FB0913
FB091331.CDF
cdf-fecal
FB0913
FB091332.CDF
cdf-fecal
FB0913
FB091333.CDF
cdf-fecal
FB0913
FB091334.CDF
cdf-fecal
FB0913
FB091335.CDF
cdf-fecal
FB0913
FB091336.CDF
cdf-fecal
FB0913
FB091337.CDF
cdf-fecal
FB0914
FB091401.CDF
cdf-fecal
FB0914
FB091402.CDF
cdf-fecal
FB0914
FB091403.CDF
cdf-fecal
FB0914
FB091404.CDF
cdf-fecal
FB0914
FB091405.CDF
cdf-fecal
FB0914
FB091406.CDF
cdf-fecal
FB0914
FB091407.CDF
cdf-fecal
FB0914
FB091408.CDF
cdf-fecal
FB0914
FB091409.CDF
cdf-fecal
FB0914
FB091410.CDF
cdf-fecal
FB0914
FB091411.CDF
cdf-fecal
FB0914
FB091412.CDF
cdf-fecal
FB0914
FB091413.CDF
cdf-fecal
FB0914
FB091414.CDF
cdf-fecal
FB0914
FB091415.CDF
cdf-fecal
FB0914
FB091416.CDF
cdf-fecal
FB0914
FB091417.CDF
cdf-fecal
FB0914
FB091418.CDF
cdf-fecal
FB0914
FB091419.CDF
cdf-fecal
FB0914
FB091420.CDF
cdf-fecal
FB0914
FB091421.CDF
cdf-fecal
FB0914
FB091422.CDF
cdf-fecal
FB0914
FB091423.CDF
cdf-fecal
FB0914
FB091424.CDF
cdf-fecal
FB0914
FB091425.CDF
cdf-fecal
FB0914
FB091426.CDF
cdf-fecal
FB0914
FB091427.CDF
cdf-fecal
FB0914
FB091428.CDF
cdf-fecal
FB0914
FB091429.CDF
cdf-fecal
FB0914
FB091430.CDF
cdf-fecal
FB0914
FB091431.CDF
cdf-fecal
FB0914
FB091432.CDF
cdf-fecal
FB0914
FB091433.CDF
cdf-fecal
FB0914
FB091434.CDF
cdf-fecal
FB0914
FB091435.CDF
cdf-fecal
FB0914
FB091436.CDF
cdf-fecal
FB0914
FB091437.CDF
cdf-fecal
FB0915
FB091501.CDF
cdf-fecal
FB0915
FB091502.CDF
cdf-fecal
FB0915
FB091503.CDF
cdf-fecal
FB0915
FB091504.CDF
cdf-fecal
FB0915
FB091505.CDF
cdf-fecal
FB0915
FB091506.CDF
cdf-fecal
FB0915
FB091507.CDF
cdf-fecal
FB0915
FB091508.CDF
cdf-fecal
FB0915
FB091509.CDF
cdf-fecal
FB0915
FB091510.CDF
cdf-fecal
FB0915
FB091511.CDF
cdf-fecal
FB0915
FB091512.CDF
cdf-fecal
FB0915
FB091513.CDF
cdf-fecal
FB0915
FB091514.CDF
cdf-fecal
FB0915
FB091515.CDF
cdf-fecal
FB0915
FB091516.CDF
cdf-fecal
FB0915
FB091517.CDF
cdf-fecal
FB0915
FB091518.CDF
cdf-fecal
FB0915
FB091519.CDF
cdf-fecal
FB0915
FB091520.CDF
cdf-fecal
FB0915
FB091521.CDF
cdf-fecal
FB0915
FB091522.CDF
cdf-fecal
FB0915
FB091523.CDF
cdf-fecal
FB0915
FB091524.CDF
cdf-fecal
FB0915
FB091525.CDF
cdf-fecal
FB0915
FB091526.CDF
cdf-fecal
FB0915
FB091527.CDF
cdf-fecal
FB0915
FB091528.CDF
cdf-fecal
FB0915
FB091529.CDF
cdf-fecal
FB0915
FB091530.CDF
cdf-fecal
FB0915
FB091531.CDF
cdf-fecal
FB0915
FB091532.CDF
cdf-fecal
FB0915
FB091533.CDF
cdf-fecal
FB0915
FB091534.CDF
cdf-fecal
FB0915
FB091535.CDF
cdf-fecal
FB0915
FB091536.CDF
cdf-fecal
FB0915
FB091537.CDF
cdf-fecal
FB0916
FB091601.CDF
cdf-fecal
FB0916
FB091602.CDF
cdf-fecal
FB0916
FB091603.CDF
cdf-fecal
FB0916
FB091604.CDF
cdf-fecal
FB0916
FB091605.CDF
cdf-fecal
FB0916
FB091606.CDF
cdf-fecal
FB0916
FB091607.CDF
cdf-fecal
FB0916
FB091608.CDF
cdf-fecal
FB0916
FB091609.CDF
cdf-fecal
FB0916
FB091610.CDF
cdf-fecal
FB0916
FB091611.CDF
cdf-fecal
FB0916
FB091612.CDF
cdf-fecal
FB0916
FB091613.CDF
cdf-fecal
FB0916
FB091614.CDF
cdf-fecal
FB0916
FB091615.CDF
cdf-fecal
FB0916
FB091616.CDF
cdf-fecal
FB0916
FB091617.CDF
cdf-fecal
FB0916
FB091618.CDF
cdf-fecal
FB0916
FB091619.CDF
cdf-fecal
FB0916
FB091620.CDF
cdf-fecal
FB0916
FB091621.CDF
cdf-fecal
FB0916
FB091622.CDF
cdf-fecal
FB0916
FB091623.CDF
cdf-fecal
FB0916
FB091624.CDF
cdf-fecal
FB0916
FB091625.CDF
cdf-fecal
FB0916
FB091626.CDF
cdf-fecal
FB0916
FB091627.CDF
cdf-fecal
FB0916
FB091628.CDF
cdf-fecal
FB0916
FB091629.CDF
cdf-fecal
FB0916
FB091630.CDF
cdf-fecal
FB0916
FB091631.CDF
cdf-fecal
FB0916
FB091632.CDF
cdf-fecal
FB0916
FB091633.CDF
cdf-fecal
FB0916
FB091634.CDF
cdf-fecal
FB0916
FB091635.CDF
cdf-fecal
FB0916
FB091636.CDF
cdf-fecal
FB0916
FB091637.CDF
cdf-fecal
FB0917
FB091701.CDF
cdf-fecal
FB0917
FB091702.CDF
cdf-fecal
FB0917
FB091703.CDF
cdf-fecal
FB0917
FB091704.CDF
cdf-fecal
FB0917
FB091705.CDF
cdf-fecal
FB0917
FB091706.CDF
cdf-fecal
FB0917
FB091707.CDF
cdf-fecal
FB0917
FB091708.CDF
cdf-fecal
FB0917
FB091709.CDF
cdf-fecal
FB0917
FB091710.CDF
cdf-fecal
FB0917
FB091711.CDF
cdf-fecal
FB0917
FB091712.CDF
cdf-fecal
FB0917
FB091713.CDF
cdf-fecal
FB0917
FB091714.CDF
cdf-fecal
FB0917
FB091715.CDF
cdf-fecal
FB0917
FB091716.CDF
cdf-fecal
FB0917
FB091717.CDF
cdf-fecal
FB0917
FB091718.CDF
cdf-fecal
FB0917
FB091719.CDF
cdf-fecal
FB0917
FB091720.CDF
cdf-fecal
FB0917
FB091721.CDF
cdf-fecal
FB0917
FB091722.CDF
cdf-fecal
FB0917
FB091723.CDF
cdf-fecal
FB0917
FB091724.CDF
cdf-fecal
FB0917
FB091725.CDF
cdf-fecal
FB0917
FB091726.CDF
cdf-fecal
FB0917
FB091727.CDF
cdf-fecal
FB0917
FB091728.CDF
cdf-fecal
FB0917
FB091729.CDF
cdf-fecal
FB0917
FB091730.CDF
cdf-fecal
FB0917
FB091731.CDF
cdf-fecal
FB0917
FB091732.CDF
cdf-fecal
FB0917
FB091733.CDF
cdf-fecal
FB0917
FB091734.CDF
cdf-fecal
FB0917
FB091735.CDF
cdf-fecal
FB0917
FB091736.CDF
cdf-fecal
FB0917
FB091737.CDF
cdf-fecal
FB0918
FB091801.CDF
cdf-fecal
FB0918
FB091802.CDF
cdf-fecal
FB0918
FB091803.CDF
cdf-fecal
FB0918
FB091804.CDF
cdf-fecal
FB0918
FB091805.CDF
cdf-fecal
FB0918
FB091806.CDF
cdf-fecal
FB0918
FB091807.CDF
cdf-fecal
FB0918
FB091808.CDF
cdf-fecal
FB0918
FB091809.CDF
cdf-fecal
FB0918
FB091810.CDF
cdf-fecal
FB0918
FB091811.CDF
cdf-fecal
FB0918
FB091812.CDF
cdf-fecal
FB0918
FB091813.CDF
cdf-fecal
FB0918
FB091814.CDF
cdf-fecal
FB0918
FB091815.CDF
cdf-fecal
FB0918
FB091816.CDF
cdf-fecal
FB0918
FB091817.CDF
cdf-fecal
FB0918
FB091818.CDF
cdf-fecal
FB0918
FB091819.CDF
cdf-fecal
FB0918
FB091820.CDF
cdf-fecal
FB0918
FB091821.CDF
cdf-fecal
FB0918
FB091822.CDF
cdf-fecal
FB0918
FB091823.CDF
cdf-fecal
FB0918
FB091824.CDF
cdf-fecal
FB0918
FB091825.CDF
cdf-fecal
FB0918
FB091826.CDF
cdf-fecal
FB0918
FB091827.CDF
cdf-fecal
FB0918
FB091828.CDF
cdf-fecal
FB0918
FB091829.CDF
cdf-fecal
FB0918
FB091830.CDF
cdf-fecal
FB0918
FB091831.CDF
cdf-fecal
FB0918
FB091832.CDF
cdf-fecal
FB0918
FB091833.CDF
cdf-fecal
FB0918
FB091834.CDF
cdf-fecal
FB0918
FB091835.CDF
cdf-fecal
FB0918
FB091836.CDF
cdf-fecal
FB0918
FB091837.CDF
cdf-fecal
FB0919
FB091901.CDF
cdf-fecal
FB0919
FB091902.CDF
cdf-fecal
FB0919
FB091903.CDF
cdf-fecal
FB0919
FB091904.CDF
cdf-fecal
FB0919
FB091905.CDF
cdf-fecal
FB0919
FB091906.CDF
cdf-fecal
FB0919
FB091907.CDF
cdf-fecal
FB0919
FB091908.CDF
cdf-fecal
FB0919
FB091909.CDF
cdf-fecal
FB0919
FB091910.CDF
cdf-fecal
FB0919
FB091911.CDF
cdf-fecal
FB0919
FB091912.CDF
cdf-fecal
FB0919
FB091913.CDF
cdf-fecal
FB0919
FB091914.CDF
cdf-fecal
FB0919
FB091915.CDF
cdf-fecal
FB0919
FB091916.CDF
cdf-fecal
FB0919
FB091917.CDF
cdf-fecal
FB0919
FB091918.CDF
cdf-fecal
FB0919
FB091919.CDF
cdf-fecal
FB0919
FB091920.CDF
cdf-fecal
FB0919
FB091921.CDF
cdf-fecal
FB0919
FB091922.CDF
cdf-fecal
FB0919
FB091923.CDF
cdf-fecal
FB0919
FB091924.CDF
cdf-fecal
FB0919
FB091925.CDF
cdf-fecal
FB0919
FB091926.CDF
cdf-fecal
FB0919
FB091927.CDF
cdf-fecal
FB0919
FB091928.CDF
cdf-fecal
FB0919
FB091929.CDF
cdf-fecal
FB0919
FB091930.CDF
cdf-fecal
FB0919
FB091931.CDF
cdf-fecal
FB0919
FB091932.CDF
cdf-fecal
FB0919
FB091933.CDF
cdf-fecal
FB0919
FB091934.CDF
cdf-fecal
FB0919
FB091935.CDF
cdf-fecal
FB0919
FB091936.CDF
cdf-fecal
FB0919
FB091937.CDF
cdf-fecal
FB0920
FB092001.CDF
cdf-fecal
FB0920
FB092002.CDF
cdf-fecal
FB0920
FB092003.CDF
cdf-fecal
FB0920
FB092004.CDF
cdf-fecal
FB0920
FB092005.CDF
cdf-fecal
FB0920
FB092006.CDF
cdf-fecal
FB0920
FB092007.CDF
cdf-fecal
FB0920
FB092008.CDF
cdf-fecal
FB0920
FB092009.CDF
cdf-fecal
FB0920
FB092010.CDF
cdf-fecal
FB0920
FB092011.CDF
cdf-fecal
FB0920
FB092012.CDF
cdf-fecal
FB0920
FB092013.CDF
cdf-fecal
FB0920
FB092014.CDF
cdf-fecal
FB0920
FB092015.CDF
cdf-fecal
FB0920
FB092016.CDF
cdf-fecal
FB0920
FB092017.CDF
cdf-fecal
FB0920
FB092018.CDF
cdf-fecal
FB0920
FB092019.CDF
cdf-fecal
FB0920
FB092020.CDF
cdf-fecal
FB0920
FB092021.CDF
cdf-fecal
FB0920
FB092022.CDF
cdf-fecal
FB0920
FB092023.CDF
cdf-fecal
FB0920
FB092024.CDF
cdf-fecal
FB0920
FB092025.CDF
cdf-fecal
FB0920
FB092026.CDF
cdf-fecal
FB0920
FB092027.CDF
cdf-fecal
FB0920
FB092028.CDF
cdf-fecal
FB0920
FB092029.CDF
cdf-fecal
FB0920
FB092030.CDF
cdf-fecal
FB0920
FB092031.CDF
cdf-fecal
FB0920
FB092032.CDF
cdf-fecal
FB0920
FB092033.CDF
cdf-fecal
FB0920
FB092034.CDF
cdf-fecal
FB0920
FB092035.CDF
cdf-fecal
FB0920
FB092036.CDF
cdf-fecal
FB0920
FB092037.CDF
cdf-fecal
FB0921
FB092101.CDF
cdf-fecal
FB0921
FB092102.CDF
cdf-fecal
FB0921
FB092103.CDF
cdf-fecal
FB0921
FB092104.CDF
cdf-fecal
FB0921
FB092105.CDF
cdf-fecal
FB0921
FB092106.CDF
cdf-fecal
FB0921
FB092107.CDF
cdf-fecal
FB0921
FB092108.CDF
cdf-fecal
FB0921
FB092109.CDF
cdf-fecal
FB0921
FB092110.CDF
cdf-fecal
FB0921
FB092111.CDF
cdf-fecal
FB0921
FB092112.CDF
cdf-fecal
FB0921
FB092113.CDF
cdf-fecal
FB0921
FB092114.CDF
cdf-fecal
FB0921
FB092115.CDF
cdf-fecal
FB0921
FB092116.CDF
cdf-fecal
FB0921
FB092117.CDF
cdf-fecal
FB0921
FB092118.CDF
cdf-fecal
FB0921
FB092119.CDF
cdf-fecal
FB0921
FB092120.CDF
cdf-fecal
FB0921
FB092121.CDF
cdf-fecal
FB0921
FB092122.CDF
cdf-fecal
FB0921
FB092123.CDF
cdf-fecal
FB0921
FB092124.CDF
cdf-fecal
FB0921
FB092125.CDF
cdf-fecal
FB0921
FB092126.CDF
cdf-fecal
FB0921
FB092127.CDF
cdf-fecal
FB0921
FB092128.CDF
cdf-fecal
FB0921
FB092129.CDF
cdf-fecal
FB0921
FB092130.CDF
cdf-fecal
FB0921
FB092131.CDF
cdf-fecal
FB0921
FB092132.CDF
cdf-fecal
FB0921
FB092133.CDF
cdf-fecal
FB0921
FB092134.CDF
cdf-fecal
FB0921
FB092135.CDF
cdf-fecal
FB0921
FB092136.CDF
cdf-fecal
FB0921
FB092137.CDF
cdf-fecal
FB0922
FB092201.CDF
cdf-fecal
FB0922
FB092202.CDF
cdf-fecal
FB0922
FB092203.CDF
cdf-fecal
FB0922
FB092204.CDF
cdf-fecal
FB0922
FB092205.CDF
cdf-fecal
FB0922
FB092206.CDF
cdf-fecal
FB0922
FB092207.CDF
cdf-fecal
FB0922
FB092208.CDF
cdf-fecal
FB0922
FB092209.CDF
cdf-fecal
FB0922
FB092210.CDF
cdf-fecal
FB0922
FB092211.CDF
cdf-fecal
FB0922
FB092212.CDF
cdf-fecal
FB0922
FB092213.CDF
cdf-fecal
FB0922
FB092214.CDF
cdf-fecal
FB0922
FB092215.CDF
cdf-fecal
FB0922
FB092216.CDF
cdf-fecal
FB0922
FB092217.CDF
cdf-fecal
FB0922
FB092218.CDF
cdf-fecal
FB0922
FB092219.CDF
cdf-fecal
FB0922
FB092220.CDF
cdf-fecal
FB0922
FB092221.CDF
cdf-fecal
FB0922
FB092222.CDF
cdf-fecal
FB0922
FB092223.CDF
cdf-fecal
FB0922
FB092224.CDF
cdf-fecal
FB0922
FB092225.CDF
cdf-fecal
FB0922
FB092226.CDF
cdf-fecal
FB0922
FB092227.CDF
cdf-fecal
FB0922
FB092228.CDF
cdf-fecal
FB0922
FB092229.CDF
cdf-fecal
FB0922
FB092230.CDF
cdf-fecal
FB0922
FB092231.CDF
cdf-fecal
FB0922
FB092232.CDF
cdf-fecal
FB0922
FB092233.CDF
cdf-fecal
FB0922
FB092234.CDF
cdf-fecal
FB0922
FB092235.CDF
cdf-fecal
FB0922
FB092236.CDF
cdf-fecal
FB0922
FB092237.CDF
cdf-fecal
FB0923
FB092301.CDF
cdf-fecal
FB0923
FB092302.CDF
cdf-fecal
FB0923
FB092303.CDF
cdf-fecal
FB0923
FB092304.CDF
cdf-fecal
FB0923
FB092305.CDF
cdf-fecal
FB0923
FB092306.CDF
cdf-fecal
FB0923
FB092307.CDF
cdf-fecal
FB0923
FB092308.CDF
cdf-fecal
FB0923
FB092309.CDF
cdf-fecal
FB0923
FB092310.CDF
cdf-fecal
FB0923
FB092311.CDF
cdf-fecal
FB0923
FB092312.CDF
cdf-fecal
FB0923
FB092313.CDF
cdf-fecal
FB0923
FB092314.CDF
cdf-fecal
FB0923
FB092315.CDF
cdf-fecal
FB0923
FB092316.CDF
cdf-fecal
FB0923
FB092317.CDF
cdf-fecal
FB0923
FB092318.CDF
cdf-fecal
FB0923
FB092319.CDF
cdf-fecal
FB0923
FB092320.CDF
cdf-fecal
FB0923
FB092321.CDF
cdf-fecal
FB0923
FB092322.CDF
cdf-fecal
FB0923
FB092323.CDF
cdf-fecal
FB0923
FB092324.CDF
cdf-fecal
FB0923
FB092325.CDF
cdf-fecal
FB0923
FB092326.CDF
cdf-fecal
FB0923
FB092327.CDF
cdf-fecal
FB0923
FB092328.CDF
cdf-fecal
FB0923
FB092329.CDF
cdf-fecal
FB0923
FB092330.CDF
cdf-fecal
FB0923
FB092331.CDF
cdf-fecal
FB0923
FB092332.CDF
cdf-fecal
FB0923
FB092333.CDF
cdf-fecal
FB0923
FB092334.CDF
cdf-fecal
FB0923
FB092335.CDF
cdf-fecal
FB0923
FB092336.CDF
cdf-fecal
FB0923
FB092337.CDF
cdf-fecal
FB0924
FB092401.CDF
cdf-fecal
FB0924
FB092402.CDF
cdf-fecal
FB0924
FB092403.CDF
cdf-fecal
FB0924
FB092404.CDF
cdf-fecal
FB0924
FB092405.CDF
cdf-fecal
FB0924
FB092406.CDF
cdf-fecal
FB0924
FB092407.CDF
cdf-fecal
FB0924
FB092408.CDF
cdf-fecal
FB0924
FB092409.CDF
cdf-fecal
FB0924
FB092410.CDF
cdf-fecal
FB0924
FB092411.CDF
cdf-fecal
FB0924
FB092412.CDF
cdf-fecal
FB0924
FB092413.CDF
cdf-fecal
FB0924
FB092414.CDF
cdf-fecal
FB0924
FB092415.CDF
cdf-fecal
FB0924
FB092416.CDF
cdf-fecal
FB0924
FB092417.CDF
cdf-fecal
FB0924
FB092418.CDF
cdf-fecal
FB0924
FB092419.CDF
cdf-fecal
FB0924
FB092420.CDF
cdf-fecal
FB0924
FB092421.CDF
cdf-fecal
FB0924
FB092422.CDF
cdf-fecal
FB0924
FB092423.CDF
cdf-fecal
FB0924
FB092424.CDF
cdf-fecal
FB0924
FB092425.CDF
cdf-fecal
FB0924
FB092426.CDF
cdf-fecal
FB0924
FB092427.CDF
cdf-fecal
FB0924
FB092428.CDF
cdf-fecal
FB0924
FB092429.CDF
cdf-fecal
FB0924
FB092430.CDF
cdf-fecal
FB0924
FB092431.CDF
cdf-fecal
FB0924
FB092432.CDF
cdf-fecal
FB0924
FB092433.CDF
cdf-fecal
FB0924
FB092434.CDF
cdf-fecal
FB0924
FB092435.CDF
cdf-fecal
FB0924
FB092436.CDF
cdf-fecal
FB0924
FB092437.CDF
cdf-fecal
FB0925
FB092501.CDF
cdf-fecal
FB0925
FB092502.CDF
cdf-fecal
FB0925
FB092503.CDF
cdf-fecal
FB0925
FB092504.CDF
cdf-fecal
FB0925
FB092505.CDF
cdf-fecal
FB0925
FB092506.CDF
cdf-fecal
FB0925
FB092507.CDF
cdf-fecal
FB0925
FB092508.CDF
cdf-fecal
FB0925
FB092509.CDF
cdf-fecal
FB0925
FB092510.CDF
cdf-fecal
FB0925
FB092511.CDF
cdf-fecal
FB0925
FB092512.CDF
cdf-fecal
FB0925
FB092513.CDF
cdf-fecal
FB0925
FB092514.CDF
cdf-fecal
FB0925
FB092515.CDF
cdf-fecal
FB0925
FB092516.CDF
cdf-fecal
FB0925
FB092517.CDF
cdf-fecal
FB0925
FB092518.CDF
cdf-fecal
FB0925
FB092519.CDF
cdf-fecal
FB0925
FB092520.CDF
cdf-fecal
FB0925
FB092521.CDF
cdf-fecal
FB0925
FB092522.CDF
cdf-fecal
FB0925
FB092523.CDF
cdf-fecal
FB0925
FB092524.CDF
cdf-fecal
FB0925
FB092525.CDF
cdf-fecal
FB0925
FB092526.CDF
cdf-fecal
FB0925
FB092527.CDF
cdf-fecal
FB0925
FB092528.CDF
cdf-fecal
FB0925
FB092529.CDF
cdf-fecal
FB0925
FB092530.CDF
cdf-fecal
FB0925
FB092531.CDF
cdf-fecal
FB0925
FB092532.CDF
cdf-fecal
FB0925
FB092533.CDF
cdf-fecal
FB0925
FB092534.CDF
cdf-fecal
FB0925
FB092535.CDF
cdf-fecal
FB0925
FB092536.CDF
cdf-fecal
FB0925
FB092537.CDF
cdf-fecal
FB0926
FB092601.CDF
cdf-fecal
FB0926
FB092602.CDF
cdf-fecal
FB0926
FB092603.CDF
cdf-fecal
FB0926
FB092604.CDF
cdf-fecal
FB0926
FB092605.CDF
cdf-fecal
FB0926
FB092606.CDF
cdf-fecal
FB0926
FB092607.CDF
cdf-fecal
FB0926
FB092608.CDF
cdf-fecal
FB0926
FB092609.CDF
cdf-fecal
FB0926
FB092610.CDF
cdf-fecal
FB0926
FB092611.CDF
cdf-fecal
FB0926
FB092612.CDF
cdf-fecal
FB0926
FB092613.CDF
cdf-fecal
FB0926
FB092614.CDF
cdf-fecal
FB0926
FB092615.CDF
cdf-fecal
FB0926
FB092616.CDF
cdf-fecal
FB0926
FB092617.CDF
cdf-fecal
FB0926
FB092618.CDF
cdf-fecal
FB0926
FB092619.CDF
cdf-fecal
FB0926
FB092620.CDF
cdf-fecal
FB0926
FB092621.CDF
cdf-fecal
FB0926
FB092622.CDF
cdf-fecal
FB0926
FB092623.CDF
cdf-fecal
FB0926
FB092624.CDF
cdf-fecal
FB0926
FB092625.CDF
cdf-fecal
FB0926
FB092626.CDF
cdf-fecal
FB0926
FB092627.CDF
cdf-fecal
FB0926
FB092628.CDF
cdf-fecal
FB0926
FB092629.CDF
cdf-fecal
FB0926
FB092630.CDF
cdf-fecal
FB0926
FB092631.CDF
cdf-fecal
FB0926
FB092632.CDF
cdf-fecal
FB0926
FB092633.CDF
cdf-fecal
FB0926
FB092634.CDF
cdf-fecal
FB0926
FB092635.CDF
cdf-fecal
FB0926
FB092636.CDF
cdf-fecal
FB0926
FB092637.CDF
cdf-fecal
FB0927
FB092701.CDF
cdf-fecal
FB0927
FB092702.CDF
cdf-fecal
FB0927
FB092703.CDF
cdf-fecal
FB0927
FB092704.CDF
cdf-fecal
FB0927
FB092705.CDF
cdf-fecal
FB0927
FB092706.CDF
cdf-fecal
FB0927
FB092707.CDF
cdf-fecal
FB0927
FB092708.CDF
cdf-fecal
FB0927
FB092709.CDF
cdf-fecal
FB0927
FB092710.CDF
cdf-fecal
FB0927
FB092711.CDF
cdf-fecal
FB0927
FB092712.CDF
cdf-fecal
FB0927
FB092713.CDF
cdf-fecal
FB0927
FB092714.CDF
cdf-fecal
FB0927
FB092715.CDF
cdf-fecal
FB0927
FB092716.CDF
cdf-fecal
FB0927
FB092717.CDF
cdf-fecal
FB0927
FB092718.CDF
cdf-fecal
FB0927
FB092719.CDF
cdf-fecal
FB0927
FB092720.CDF
cdf-fecal
FB0927
FB092721.CDF
cdf-fecal
FB0927
FB092722.CDF
cdf-fecal
FB0927
FB092723.CDF
cdf-fecal
FB0927
FB092724.CDF
cdf-fecal
FB0927
FB092725.CDF
cdf-fecal
FB0927
FB092726.CDF
cdf-fecal
FB0927
FB092727.CDF
cdf-fecal
FB0927
FB092728.CDF
cdf-fecal
FB0927
FB092729.CDF
cdf-fecal
FB0927
FB092730.CDF
cdf-fecal
FB0927
FB092731.CDF
cdf-fecal
FB0927
FB092732.CDF
cdf-fecal
FB0927
FB092733.CDF
cdf-fecal
FB0927
FB092734.CDF
cdf-fecal
FB0927
FB092735.CDF
cdf-fecal
FB0927
FB092736.CDF
cdf-fecal
FB0927
FB092737.CDF
cdf-fecal
FB0928
FB092801.CDF
cdf-fecal
FB0928
FB092802.CDF
cdf-fecal
FB0928
FB092803.CDF
cdf-fecal
FB0928
FB092804.CDF
cdf-fecal
FB0928
FB092805.CDF
cdf-fecal
FB0928
FB092806.CDF
cdf-fecal
FB0928
FB092807.CDF
cdf-fecal
FB0928
FB092808.CDF
cdf-fecal
FB0928
FB092809.CDF
cdf-fecal
FB0928
FB092810.CDF
cdf-fecal
FB0928
FB092811.CDF
cdf-fecal
FB0928
FB092812.CDF
cdf-fecal
FB0928
FB092813.CDF
cdf-fecal
FB0928
FB092814.CDF
cdf-fecal
FB0928
FB092815.CDF
cdf-fecal
FB0928
FB092816.CDF
cdf-fecal
FB0928
FB092817.CDF
cdf-fecal
FB0928
FB092818.CDF
cdf-fecal
FB0928
FB092819.CDF
cdf-fecal
FB0928
FB092820.CDF
cdf-fecal
FB0928
FB092821.CDF
cdf-fecal
FB0928
FB092822.CDF
cdf-fecal
FB0928
FB092823.CDF
cdf-fecal
FB0928
FB092824.CDF
cdf-fecal
FB0928
FB092825.CDF
cdf-fecal
FB0928
FB092826.CDF
cdf-fecal
FB0928
FB092827.CDF
cdf-fecal
FB0928
FB092828.CDF
cdf-fecal
FB0928
FB092829.CDF
cdf-fecal
FB0928
FB092830.CDF
cdf-fecal
FB0928
FB092831.CDF
cdf-fecal
FB0928
FB092832.CDF
cdf-fecal
FB0928
FB092833.CDF
cdf-fecal
FB0928
FB092834.CDF
cdf-fecal
FB0928
FB092835.CDF
cdf-fecal
FB0928
FB092836.CDF
cdf-fecal
FB0928
FB092837.CDF
cdf-fecal
FB0929
FB092901.CDF
cdf-fecal
FB0929
FB092902.CDF
cdf-fecal
FB0929
FB092903.CDF
cdf-fecal
FB0929
FB092904.CDF
cdf-fecal
FB0929
FB092905.CDF
cdf-fecal
FB0929
FB092906.CDF
cdf-fecal
FB0929
FB092907.CDF
cdf-fecal
FB0929
FB092908.CDF
cdf-fecal
FB0929
FB092909.CDF
cdf-fecal
FB0929
FB092910.CDF
cdf-fecal
FB0929
FB092911.CDF
cdf-fecal
FB0929
FB092912.CDF
cdf-fecal
FB0929
FB092913.CDF
cdf-fecal
FB0929
FB092914.CDF
cdf-fecal
FB0929
FB092915.CDF
cdf-fecal
FB0929
FB092916.CDF
cdf-fecal
FB0929
FB092917.CDF
cdf-fecal
FB0929
FB092918.CDF
cdf-fecal
FB0929
FB092919.CDF
cdf-fecal
FB0929
FB092920.CDF
cdf-fecal
FB0929
FB092921.CDF
cdf-fecal
FB0929
FB092922.CDF
cdf-fecal
FB0929
FB092923.CDF
cdf-fecal
FB0929
FB092924.CDF
cdf-fecal
FB0929
FB092925.CDF
cdf-fecal
FB0929
FB092926.CDF
cdf-fecal
FB0929
FB092927.CDF
cdf-fecal
FB0929
FB092928.CDF
cdf-fecal
FB0929
FB092929.CDF
cdf-fecal
FB0929
FB092930.CDF
cdf-fecal
FB0929
FB092931.CDF
cdf-fecal
FB0929
FB092932.CDF
cdf-fecal
FB0929
FB092933.CDF
cdf-fecal
FB0929
FB092934.CDF
cdf-fecal
FB0929
FB092935.CDF
cdf-fecal
FB0929
FB092936.CDF
cdf-fecal
FB0929
FB092937.CDF
cdf-fecal
FB0930
FB093001.CDF
cdf-fecal
FB0930
FB093002.CDF
cdf-fecal
FB0930
FB093003.CDF
cdf-fecal
FB0930
FB093004.CDF
cdf-fecal
FB0930
FB093005.CDF
cdf-fecal
FB0930
FB093006.CDF
cdf-fecal
FB0930
FB093007.CDF
cdf-fecal
FB0930
FB093008.CDF
cdf-fecal
FB0930
FB093009.CDF
cdf-fecal
FB0930
FB093010.CDF
cdf-fecal
FB0930
FB093011.CDF
cdf-fecal
FB0930
FB093012.CDF
cdf-fecal
FB0930
FB093013.CDF
cdf-fecal
FB0930
FB093014.CDF
cdf-fecal
FB0930
FB093015.CDF
cdf-fecal
FB0930
FB093016.CDF
cdf-fecal
FB0930
FB093017.CDF
cdf-fecal
FB0930
FB093018.CDF
cdf-fecal
FB0930
FB093019.CDF
cdf-fecal
FB0930
FB093020.CDF
cdf-fecal
FB0930
FB093021.CDF
cdf-fecal
FB0930
FB093022.CDF
cdf-fecal
FB0930
FB093023.CDF
cdf-fecal
FB0930
FB093024.CDF
cdf-fecal
FB0930
FB093025.CDF
cdf-fecal
FB0930
FB093026.CDF
cdf-fecal
FB0930
FB093027.CDF
cdf-fecal
FB0930
FB093028.CDF
cdf-fecal
FB0930
FB093029.CDF
cdf-fecal
FB0930
FB093030.CDF
cdf-fecal
FB0930
FB093031.CDF
cdf-fecal
FB0930
FB093032.CDF
cdf-fecal
FB0930
FB093033.CDF
cdf-fecal
FB0930
FB093034.CDF
cdf-fecal
FB0930
FB093035.CDF
cdf-fecal
FB0930
FB093036.CDF
cdf-fecal
FB0930
FB093037.CDF
cdf-fecal
FB0931
FB093101.CDF
cdf-fecal
FB0931
FB093102.CDF
cdf-fecal
FB0931
FB093103.CDF
cdf-fecal
FB0931
FB093104.CDF
cdf-fecal
FB0931
FB093105.CDF
cdf-fecal
FB0931
FB093106.CDF
cdf-fecal
FB0931
FB093107.CDF
cdf-fecal
FB0931
FB093108.CDF
cdf-fecal
FB0931
FB093109.CDF
cdf-fecal
FB0931
FB093110.CDF
cdf-fecal
FB0931
FB093111.CDF
cdf-fecal
FB0931
FB093112.CDF
cdf-fecal
FB0931
FB093113.CDF
cdf-fecal
FB0931
FB093114.CDF
cdf-fecal
FB0931
FB093115.CDF
cdf-fecal
FB0931
FB093116.CDF
cdf-fecal
FB0931
FB093117.CDF
cdf-fecal
FB0931
FB093118.CDF
cdf-fecal
FB0931
FB093119.CDF
cdf-fecal
FB0931
FB093120.CDF
cdf-fecal
FB0931
FB093121.CDF
cdf-fecal
FB0931
FB093122.CDF
cdf-fecal
FB0931
FB093123.CDF
cdf-fecal
FB0931
FB093124.CDF
cdf-fecal
FB0931
FB093125.CDF
cdf-fecal
FB0931
FB093126.CDF
cdf-fecal
FB0931
FB093127.CDF
cdf-fecal
FB0931
FB093128.CDF
cdf-fecal
FB0931
FB093129.CDF
cdf-fecal
FB0931
FB093130.CDF
cdf-fecal
FB0931
FB093131.CDF
cdf-fecal
FB0931
FB093132.CDF
cdf-fecal
FB0931
FB093133.CDF
cdf-fecal
FB0931
FB093134.CDF
cdf-fecal
FB0931
FB093135.CDF
cdf-fecal
FB0931
FB093136.CDF
cdf-fecal
FB0931
FB093137.CDF
cdf-fecal
FB0932
FB093201.CDF
cdf-fecal
FB0932
FB093202.CDF
cdf-fecal
FB0932
FB093203.CDF
cdf-fecal
FB0932
FB093204.CDF
cdf-fecal
FB0932
FB093205.CDF
cdf-fecal
FB0932
FB093206.CDF
cdf-fecal
FB0932
FB093207.CDF
cdf-fecal
FB0932
FB093208.CDF
cdf-fecal
FB0932
FB093209.CDF
cdf-fecal
FB0932
FB093210.CDF
cdf-fecal
FB0932
FB093211.CDF
cdf-fecal
FB0932
FB093212.CDF
cdf-fecal
FB0932
FB093213.CDF
cdf-fecal
FB0932
FB093214.CDF
cdf-fecal
FB0932
FB093215.CDF
cdf-fecal
FB0932
FB093216.CDF
cdf-fecal
FB0932
FB093217.CDF
cdf-fecal
FB0932
FB093218.CDF
cdf-fecal
FB0932
FB093219.CDF
cdf-fecal
FB0932
FB093220.CDF
cdf-fecal
FB0932
FB093221.CDF
cdf-fecal
FB0932
FB093222.CDF
cdf-fecal
FB0932
FB093223.CDF
cdf-fecal
FB0932
FB093224.CDF
cdf-fecal
FB0932
FB093225.CDF
cdf-fecal
FB0932
FB093226.CDF
cdf-fecal
FB0932
FB093227.CDF
cdf-fecal
FB0932
FB093228.CDF
cdf-fecal
FB0932
FB093229.CDF
cdf-fecal
FB0932
FB093230.CDF
cdf-fecal
FB0932
FB093231.CDF
cdf-fecal
FB0932
FB093232.CDF
cdf-fecal
FB0932
FB093233.CDF
cdf-fecal
FB0932
FB093234.CDF
cdf-fecal
FB0932
FB093235.CDF
cdf-fecal
FB0932
FB093236.CDF
cdf-fecal
FB0932
FB093237.CDF
cdf-fecal
FB0933
FB093301.CDF
cdf-fecal
FB0933
FB093302.CDF
cdf-fecal
FB0933
FB093303.CDF
cdf-fecal
FB0933
FB093304.CDF
cdf-fecal
FB0933
FB093305.CDF
cdf-fecal
FB0933
FB093306.CDF
cdf-fecal
FB0933
FB093307.CDF
cdf-fecal
FB0933
FB093308.CDF
cdf-fecal
FB0933
FB093309.CDF
cdf-fecal
FB0933
FB093310.CDF
cdf-fecal
FB0933
FB093311.CDF
cdf-fecal
FB0933
FB093312.CDF
cdf-fecal
FB0933
FB093313.CDF
cdf-fecal
FB0933
FB093314.CDF
cdf-fecal
FB0933
FB093315.CDF
cdf-fecal
FB0933
FB093316.CDF
cdf-fecal
FB0933
FB093317.CDF
cdf-fecal
FB0933
FB093318.CDF
cdf-fecal
FB0933
FB093319.CDF
cdf-fecal
FB0933
FB093320.CDF
cdf-fecal
FB0933
FB093321.CDF
cdf-fecal
FB0933
FB093322.CDF
cdf-fecal
FB0933
FB093323.CDF
cdf-fecal
FB0933
FB093324.CDF
cdf-fecal
FB0933
FB093325.CDF
cdf-fecal
FB0933
FB093326.CDF
cdf-fecal
FB0933
FB093327.CDF
cdf-fecal
FB0933
FB093328.CDF
cdf-fecal
FB0933
FB093329.CDF
cdf-fecal
FB0933
FB093330.CDF
cdf-fecal
FB0933
FB093331.CDF
cdf-fecal
FB0933
FB093332.CDF
cdf-fecal
FB0933
FB093333.CDF
cdf-fecal
FB0933
FB093334.CDF
cdf-fecal
FB0933
FB093335.CDF
cdf-fecal
FB0933
FB093336.CDF
cdf-fecal
FB0933
FB093337.CDF
cdf-fecal
FB0934
FB093401.CDF
cdf-fecal
FB0934
FB093402.CDF
cdf-fecal
FB0934
FB093403.CDF
cdf-fecal
FB0934
FB093404.CDF
cdf-fecal
FB0934
FB093405.CDF
cdf-fecal
FB0934
FB093406.CDF
cdf-fecal
FB0934
FB093407.CDF
cdf-fecal
FB0934
FB093408.CDF
cdf-fecal
FB0934
FB093409.CDF
cdf-fecal
FB0934
FB093410.CDF
cdf-fecal
FB0934
FB093411.CDF
cdf-fecal
FB0934
FB093412.CDF
cdf-fecal
FB0934
FB093413.CDF
cdf-fecal
FB0934
FB093414.CDF
cdf-fecal
FB0934
FB093415.CDF
cdf-fecal
FB0934
FB093416.CDF
cdf-fecal
FB0934
FB093417.CDF
cdf-fecal
FB0934
FB093418.CDF
cdf-fecal
FB0934
FB093419.CDF
cdf-fecal
FB0934
FB093420.CDF
cdf-fecal
FB0934
FB093421.CDF
cdf-fecal
FB0934
FB093422.CDF
cdf-fecal
FB0934
FB093423.CDF
cdf-fecal
FB0934
FB093424.CDF
cdf-fecal
FB0934
FB093425.CDF
cdf-fecal
FB0934
FB093426.CDF
cdf-fecal
FB0934
FB093427.CDF
cdf-fecal
FB0934
FB093428.CDF
cdf-fecal
FB0934
FB093429.CDF
cdf-fecal
FB0934
FB093430.CDF
cdf-fecal
FB0934
FB093431.CDF
cdf-fecal
FB0934
FB093432.CDF
cdf-fecal
FB0934
FB093433.CDF
cdf-fecal
FB0934
FB093434.CDF
cdf-fecal
FB0934
FB093435.CDF
cdf-fecal
FB0934
FB093436.CDF
cdf-fecal
FB0934
FB093437.CDF
cdf-fecal
FB0935
FB093501.CDF
cdf-fecal
FB0935
FB093502.CDF
cdf-fecal
FB0935
FB093503.CDF
cdf-fecal
FB0935
FB093504.CDF
cdf-fecal
FB0935
FB093505.CDF
cdf-fecal
FB0935
FB093506.CDF
cdf-fecal
FB0935
FB093507.CDF
cdf-fecal
FB0935
FB093508.CDF
cdf-fecal
FB0935
FB093509.CDF
cdf-fecal
FB0935
FB093510.CDF
cdf-fecal
FB0935
FB093511.CDF
cdf-fecal
FB0935
FB093512.CDF
cdf-fecal
FB0935
FB093513.CDF
cdf-fecal
FB0935
FB093514.CDF
cdf-fecal
FB0935
FB093515.CDF
cdf-fecal
FB0935
FB093516.CDF
cdf-fecal
FB0935
FB093517.CDF
cdf-fecal
FB0935
FB093518.CDF
cdf-fecal
FB0935
FB093519.CDF
cdf-fecal
FB0935
FB093520.CDF
cdf-fecal
FB0935
FB093521.CDF
cdf-fecal
FB0935
FB093522.CDF
cdf-fecal
FB0935
FB093523.CDF
cdf-fecal
FB0935
FB093524.CDF
cdf-fecal
FB0935
FB093525.CDF
cdf-fecal
FB0935
FB093526.CDF
cdf-fecal
FB0935
FB093527.CDF
cdf-fecal
FB0935
FB093528.CDF
cdf-fecal
FB0935
FB093529.CDF
cdf-fecal
FB0935
FB093530.CDF
cdf-fecal
FB0935
FB093531.CDF
cdf-fecal
FB0935
FB093532.CDF
cdf-fecal
FB0935
FB093533.CDF
cdf-fecal
FB0935
FB093534.CDF
cdf-fecal
FB0935
FB093535.CDF
cdf-fecal
FB0935
FB093536.CDF
cdf-fecal
FB0935
FB093537.CDF
cdf-fecal
FB0936
FB093601.CDF
cdf-fecal
FB0936
FB093602.CDF
cdf-fecal
FB0936
FB093603.CDF
cdf-fecal
FB0936
FB093604.CDF
cdf-fecal
FB0936
FB093605.CDF
cdf-fecal
FB0936
FB093606.CDF
cdf-fecal
FB0936
FB093607.CDF
cdf-fecal
FB0936
FB093608.CDF
cdf-fecal
FB0936
FB093609.CDF
cdf-fecal
FB0936
FB093610.CDF
cdf-fecal
FB0936
FB093611.CDF
cdf-fecal
FB0936
FB093612.CDF
cdf-fecal
FB0936
FB093613.CDF
cdf-fecal
FB0936
FB093614.CDF
cdf-fecal
FB0936
FB093615.CDF
cdf-fecal
FB0936
FB093616.CDF
cdf-fecal
FB0936
FB093617.CDF
cdf-fecal
FB0936
FB093618.CDF
cdf-fecal
FB0936
FB093619.CDF
cdf-fecal
FB0936
FB093620.CDF
cdf-fecal
FB0936
FB093621.CDF
cdf-fecal
FB0936
FB093622.CDF
cdf-fecal
FB0936
FB093623.CDF
cdf-fecal
FB0936
FB093624.CDF
cdf-fecal
FB0936
FB093625.CDF
cdf-fecal
FB0936
FB093626.CDF
cdf-fecal
FB0936
FB093627.CDF
cdf-fecal
FB0936
FB093628.CDF
cdf-fecal
FB0936
FB093629.CDF
cdf-fecal
FB0936
FB093630.CDF
cdf-fecal
FB0936
FB093631.CDF
cdf-fecal
FB0936
FB093632.CDF
cdf-fecal
FB0936
FB093633.CDF
cdf-fecal
FB0936
FB093634.CDF
cdf-fecal
FB0936
FB093635.CDF
cdf-fecal
FB0936
FB093636.CDF
cdf-fecal
FB0936
FB093637.CDF
cdf-fecal
FB0937
FB093701.CDF
cdf-fecal
FB0937
FB093702.CDF
cdf-fecal
FB0937
FB093703.CDF
cdf-fecal
FB0937
FB093704.CDF
cdf-fecal
FB0937
FB093705.CDF
cdf-fecal
FB0937
FB093706.CDF
cdf-fecal
FB0937
FB093707.CDF
cdf-fecal
FB0937
FB093708.CDF
cdf-fecal
FB0937
FB093709.CDF
cdf-fecal
FB0937
FB093710.CDF
cdf-fecal
FB0937
FB093711.CDF
cdf-fecal
FB0937
FB093712.CDF
cdf-fecal
FB0937
FB093713.CDF
cdf-fecal
FB0937
FB093714.CDF
cdf-fecal
FB0937
FB093715.CDF
cdf-fecal
FB0937
FB093716.CDF
cdf-fecal
FB0937
FB093717.CDF
cdf-fecal
FB0937
FB093718.CDF
cdf-fecal
FB0937
FB093719.CDF
cdf-fecal
FB0937
FB093720.CDF
cdf-fecal
FB0937
FB093721.CDF
cdf-fecal
FB0937
FB093722.CDF
cdf-fecal
FB0937
FB093723.CDF
cdf-fecal
FB0937
FB093724.CDF
cdf-fecal
FB0937
FB093725.CDF
cdf-fecal
FB0937
FB093726.CDF
cdf-fecal
FB0937
FB093727.CDF
cdf-fecal
FB0937
FB093728.CDF
cdf-fecal
FB0937
FB093729.CDF
cdf-fecal
FB0937
FB093730.CDF
cdf-fecal
FB0937
FB093731.CDF
cdf-fecal
FB0937
FB093732.CDF
cdf-fecal
FB0937
FB093733.CDF
cdf-fecal
FB0937
FB093734.CDF
cdf-fecal
FB0937
FB093735.CDF
cdf-fecal
FB0937
FB093736.CDF
cdf-fecal
FB0937
FB093737.CDF
cdf-fecal
FB0938
FB093801.CDF
cdf-fecal
FB0938
FB093802.CDF
cdf-fecal
FB0938
FB093803.CDF
cdf-fecal
FB0938
FB093804.CDF
cdf-fecal
FB0938
FB093805.CDF
cdf-fecal
FB0938
FB093806.CDF
cdf-fecal
FB0938
FB093807.CDF
cdf-fecal
FB0938
FB093808.CDF
cdf-fecal
FB0938
FB093809.CDF
cdf-fecal
FB0938
FB093810.CDF
cdf-fecal
FB0938
FB093811.CDF
cdf-fecal
FB0938
FB093812.CDF
cdf-fecal
FB0938
FB093813.CDF
cdf-fecal
FB0938
FB093814.CDF
cdf-fecal
FB0938
FB093815.CDF
cdf-fecal
FB0938
FB093816.CDF
cdf-fecal
FB0938
FB093817.CDF
cdf-fecal
FB0938
FB093818.CDF
cdf-fecal
FB0938
FB093819.CDF
cdf-fecal
FB0938
FB093820.CDF
cdf-fecal
FB0938
FB093821.CDF
cdf-fecal
FB0938
FB093822.CDF
cdf-fecal
FB0938
FB093823.CDF
cdf-fecal
FB0938
FB093824.CDF
cdf-fecal
FB0938
FB093825.CDF
cdf-fecal
FB0938
FB093826.CDF
cdf-fecal
FB0938
FB093827.CDF
cdf-fecal
FB0938
FB093828.CDF
cdf-fecal
FB0938
FB093829.CDF
cdf-fecal
FB0938
FB093830.CDF
cdf-fecal
FB0938
FB093831.CDF
cdf-fecal
FB0938
FB093832.CDF
cdf-fecal
FB0938
FB093833.CDF
cdf-fecal
FB0938
FB093834.CDF
cdf-fecal
FB0938
FB093835.CDF
cdf-fecal
FB0938
FB093836.CDF
cdf-fecal
FB0938
FB093837.CDF
cdf-fecal
FB0939
FB093901.CDF
cdf-fecal
FB0939
FB093902.CDF
cdf-fecal
FB0939
FB093903.CDF
cdf-fecal
FB0939
FB093904.CDF
cdf-fecal
FB0939
FB093905.CDF
cdf-fecal
FB0939
FB093906.CDF
cdf-fecal
FB0939
FB093907.CDF
cdf-fecal
FB0939
FB093908.CDF
cdf-fecal
FB0939
FB093909.CDF
cdf-fecal
FB0939
FB093910.CDF
cdf-fecal
FB0939
FB093911.CDF
cdf-fecal
FB0939
FB093912.CDF
cdf-fecal
FB0939
FB093913.CDF
cdf-fecal
FB0939
FB093914.CDF
cdf-fecal
FB0939
FB093915.CDF
cdf-fecal
FB0939
FB093916.CDF
cdf-fecal
FB0939
FB093917.CDF
cdf-fecal
FB0939
FB093918.CDF
cdf-fecal
FB0939
FB093919.CDF
cdf-fecal
FB0939
FB093920.CDF
cdf-fecal
FB0939
FB093921.CDF
cdf-fecal
FB0939
FB093922.CDF
cdf-fecal
FB0939
FB093923.CDF
cdf-fecal
FB0939
FB093924.CDF
cdf-fecal
FB0939
FB093925.CDF
cdf-fecal
FB0939
FB093926.CDF
cdf-fecal
FB0939
FB093927.CDF
cdf-fecal
FB0939
FB093928.CDF
cdf-fecal
FB0939
FB093929.CDF
cdf-fecal
FB0939
FB093930.CDF
cdf-fecal
FB0939
FB093931.CDF
cdf-fecal
FB0939
FB093932.CDF
cdf-fecal
FB0939
FB093933.CDF
cdf-fecal
FB0939
FB093934.CDF
cdf-fecal
FB0939
FB093935.CDF
cdf-fecal
FB0939
FB093936.CDF
cdf-fecal
FB0939
FB093937.CDF
cdf-fecal
FB0940
FB094001.CDF
cdf-fecal
FB0940
FB094002.CDF
cdf-fecal
FB0940
FB094003.CDF
cdf-fecal
FB0940
FB094004.CDF
cdf-fecal
FB0940
FB094005.CDF
cdf-fecal
FB0940
FB094006.CDF
cdf-fecal
FB0940
FB094007.CDF
cdf-fecal
FB0940
FB094008.CDF
cdf-fecal
FB0940
FB094009.CDF
cdf-fecal
FB0940
FB094010.CDF
cdf-fecal
FB0940
FB094011.CDF
cdf-fecal
FB0940
FB094012.CDF
cdf-fecal
FB0940
FB094013.CDF
cdf-fecal
FB0940
FB094014.CDF
cdf-fecal
FB0940
FB094015.CDF
cdf-fecal
FB0940
FB094016.CDF
cdf-fecal
FB0940
FB094017.CDF
cdf-fecal
FB0940
FB094018.CDF
cdf-fecal
FB0940
FB094019.CDF
cdf-fecal
FB0940
FB094020.CDF
cdf-fecal
FB0940
FB094021.CDF
cdf-fecal
FB0940
FB094022.CDF
cdf-fecal
FB0940
FB094023.CDF
cdf-fecal
FB0940
FB094024.CDF
cdf-fecal
FB0940
FB094025.CDF
cdf-fecal
FB0940
FB094026.CDF
cdf-fecal
FB0940
FB094027.CDF
cdf-fecal
FB0940
FB094028.CDF
cdf-fecal
FB0940
FB094029.CDF
cdf-fecal
FB0940
FB094030.CDF
cdf-fecal
FB0940
FB094031.CDF
cdf-fecal
FB0940
FB094032.CDF
cdf-fecal
FB0940
FB094033.CDF
cdf-fecal
FB0940
FB094034.CDF
cdf-fecal
FB0940
FB094035.CDF
cdf-fecal
FB0940
FB094036.CDF
cdf-fecal
FB0940
FB094037.CDF
cdf-fecal
FB0941
FB094101.CDF
cdf-fecal
FB0941
FB094102.CDF
cdf-fecal
FB0941
FB094103.CDF
cdf-fecal
FB0941
FB094104.CDF
cdf-fecal
FB0941
FB094105.CDF
cdf-fecal
FB0941
FB094106.CDF
cdf-fecal
FB0941
FB094107.CDF
cdf-fecal
FB0941
FB094108.CDF
cdf-fecal
FB0941
FB094109.CDF
cdf-fecal
FB0941
FB094110.CDF
cdf-fecal
FB0941
FB094111.CDF
cdf-fecal
FB0941
FB094112.CDF
cdf-fecal
FB0941
FB094113.CDF
cdf-fecal
FB0941
FB094114.CDF
cdf-fecal
FB0941
FB094115.CDF
cdf-fecal
FB0941
FB094116.CDF
cdf-fecal
FB0941
FB094117.CDF
cdf-fecal
FB0941
FB094118.CDF
cdf-fecal
FB0941
FB094119.CDF
cdf-fecal
FB0941
FB094120.CDF
cdf-fecal
FB0941
FB094121.CDF
cdf-fecal
FB0941
FB094122.CDF
cdf-fecal
FB0941
FB094123.CDF
cdf-fecal
FB0941
FB094124.CDF
cdf-fecal
FB0941
FB094125.CDF
cdf-fecal
FB0941
FB094126.CDF
cdf-fecal
FB0941
FB094127.CDF
cdf-fecal
FB0941
FB094128.CDF
cdf-fecal
FB0941
FB094129.CDF
cdf-fecal
FB0941
FB094130.CDF
cdf-fecal
FB0941
FB094131.CDF
cdf-fecal
FB0941
FB094132.CDF
cdf-fecal
FB0941
FB094133.CDF
cdf-fecal
FB0941
FB094134.CDF
cdf-fecal
FB0941
FB094135.CDF
cdf-fecal
FB0941
FB094136.CDF
cdf-fecal
FB0941
FB094137.CDF
cdf-fecal
FB0942
FB094201.CDF
cdf-fecal
FB0942
FB094202.CDF
cdf-fecal
FB0942
FB094203.CDF
cdf-fecal
FB0942
FB094204.CDF
cdf-fecal
FB0942
FB094205.CDF
cdf-fecal
FB0942
FB094206.CDF
cdf-fecal
FB0942
FB094207.CDF
cdf-fecal
FB0942
FB094208.CDF
cdf-fecal
FB0942
FB094209.CDF
cdf-fecal
FB0942
FB094210.CDF
cdf-fecal
FB0942
FB094211.CDF
cdf-fecal
FB0942
FB094212.CDF
cdf-fecal
FB0942
FB094213.CDF
cdf-fecal
FB0942
FB094214.CDF
cdf-fecal
FB0942
FB094215.CDF
cdf-fecal
FB0942
FB094216.CDF
cdf-fecal
FB0942
FB094217.CDF
cdf-fecal
FB0942
FB094218.CDF
cdf-fecal
FB0942
FB094219.CDF
cdf-fecal
FB0942
FB094220.CDF
cdf-fecal
FB0942
FB094221.CDF
cdf-fecal
FB0942
FB094222.CDF
cdf-fecal
FB0942
FB094223.CDF
cdf-fecal
FB0942
FB094224.CDF
cdf-fecal
FB0942
FB094225.CDF
cdf-fecal
FB0942
FB094226.CDF
cdf-fecal
FB0942
FB094227.CDF
cdf-fecal
FB0942
FB094228.CDF
cdf-fecal
FB0942
FB094229.CDF
cdf-fecal
FB0942
FB094230.CDF
cdf-fecal
FB0942
FB094231.CDF
cdf-fecal
FB0942
FB094232.CDF
cdf-fecal
FB0942
FB094233.CDF
cdf-fecal
FB0942
FB094234.CDF
cdf-fecal
FB0942
FB094235.CDF
cdf-fecal
FB0942
FB094236.CDF
cdf-fecal
FB0942
FB094237.CDF
cdf-fecal
FB0943
FB094301.CDF
cdf-fecal
FB0943
FB094302.CDF
cdf-fecal
FB0943
FB094303.CDF
cdf-fecal
FB0943
FB094304.CDF
cdf-fecal
FB0943
FB094305.CDF
cdf-fecal
FB0943
FB094306.CDF
cdf-fecal
FB0943
FB094307.CDF
cdf-fecal
FB0943
FB094308.CDF
cdf-fecal
FB0943
FB094309.CDF
cdf-fecal
FB0943
FB094310.CDF
cdf-fecal
FB0943
FB094311.CDF
cdf-fecal
FB0943
FB094312.CDF
cdf-fecal
FB0943
FB094313.CDF
cdf-fecal
FB0943
FB094314.CDF
cdf-fecal
FB0943
FB094315.CDF
cdf-fecal
FB0943
FB094316.CDF
cdf-fecal
FB0943
FB094317.CDF
cdf-fecal
FB0943
FB094318.CDF
cdf-fecal
FB0943
FB094319.CDF
cdf-fecal
FB0943
FB094320.CDF
cdf-fecal
FB0943
FB094321.CDF
cdf-fecal
FB0943
FB094322.CDF
cdf-fecal
FB0943
FB094323.CDF
cdf-fecal
FB0943
FB094324.CDF
cdf-fecal
FB0943
FB094325.CDF
cdf-fecal
FB0943
FB094326.CDF
cdf-fecal
FB0943
FB094327.CDF
cdf-fecal
FB0943
FB094328.CDF
cdf-fecal
FB0943
FB094329.CDF
cdf-fecal
FB0943
FB094330.CDF
cdf-fecal
FB0943
FB094331.CDF
cdf-fecal
FB0943
FB094332.CDF
cdf-fecal
FB0943
FB094333.CDF
cdf-fecal
FB0943
FB094334.CDF
cdf-fecal
FB0943
FB094335.CDF
cdf-fecal
FB0943
FB094336.CDF
cdf-fecal
FB0943
FB094337.CDF
cdf-fecal
FB0944
FB094401.CDF
cdf-fecal
FB0944
FB094402.CDF
cdf-fecal
FB0944
FB094403.CDF
cdf-fecal
FB0944
FB094404.CDF
cdf-fecal
FB0944
FB094405.CDF
cdf-fecal
FB0944
FB094406.CDF
cdf-fecal
FB0944
FB094407.CDF
cdf-fecal
FB0944
FB094408.CDF
cdf-fecal
FB0944
FB094409.CDF
cdf-fecal
FB0944
FB094410.CDF
cdf-fecal
FB0944
FB094411.CDF
cdf-fecal
FB0944
FB094412.CDF
cdf-fecal
FB0944
FB094413.CDF
cdf-fecal
FB0944
FB094414.CDF
cdf-fecal
FB0944
FB094415.CDF
cdf-fecal
FB0944
FB094416.CDF
cdf-fecal
FB0944
FB094417.CDF
cdf-fecal
FB0944
FB094418.CDF
cdf-fecal
FB0944
FB094419.CDF
cdf-fecal
FB0944
FB094420.CDF
cdf-fecal
FB0944
FB094421.CDF
cdf-fecal
FB0944
FB094422.CDF
cdf-fecal
FB0944
FB094423.CDF
cdf-fecal
FB0944
FB094424.CDF
cdf-fecal
FB0944
FB094425.CDF
cdf-fecal
FB0944
FB094426.CDF
cdf-fecal
FB0944
FB094427.CDF
cdf-fecal
FB0944
FB094428.CDF
cdf-fecal
FB0944
FB094429.CDF
cdf-fecal
FB0944
FB094430.CDF
cdf-fecal
FB0944
FB094431.CDF
cdf-fecal
FB0944
FB094432.CDF
cdf-fecal
FB0944
FB094433.CDF
cdf-fecal
FB0944
FB094434.CDF
cdf-fecal
FB0944
FB094435.CDF
cdf-fecal
FB0944
FB094436.CDF
cdf-fecal
FB0944
FB094437.CDF
cdf-fecal
FB0945
FB094501.CDF
cdf-fecal
FB0945
FB094502.CDF
cdf-fecal
FB0945
FB094503.CDF
cdf-fecal
FB0945
FB094504.CDF
cdf-fecal
FB0945
FB094505.CDF
cdf-fecal
FB0945
FB094506.CDF
cdf-fecal
FB0945
FB094507.CDF
cdf-fecal
FB0945
FB094508.CDF
cdf-fecal
FB0945
FB094509.CDF
cdf-fecal
FB0945
FB094510.CDF
cdf-fecal
FB0945
FB094511.CDF
cdf-fecal
FB0945
FB094512.CDF
cdf-fecal
FB0945
FB094513.CDF
cdf-fecal
FB0945
FB094514.CDF
cdf-fecal
FB0945
FB094515.CDF
cdf-fecal
FB0945
FB094516.CDF
cdf-fecal
FB0945
FB094517.CDF
cdf-fecal
FB0945
FB094518.CDF
cdf-fecal
FB0945
FB094519.CDF
cdf-fecal
FB0945
FB094520.CDF
cdf-fecal
FB0945
FB094521.CDF
cdf-fecal
FB0945
FB094522.CDF
cdf-fecal
FB0945
FB094523.CDF
cdf-fecal
FB0945
FB094524.CDF
cdf-fecal
FB0945
FB094525.CDF
cdf-fecal
FB0945
FB094526.CDF
cdf-fecal
FB0945
FB094527.CDF
cdf-fecal
FB0945
FB094528.CDF
cdf-fecal
FB0945
FB094529.CDF
cdf-fecal
FB0945
FB094530.CDF
cdf-fecal
FB0945
FB094531.CDF
cdf-fecal
FB0945
FB094532.CDF
cdf-fecal
FB0945
FB094533.CDF
cdf-fecal
FB0945
FB094534.CDF
cdf-fecal
FB0945
FB094535.CDF
cdf-fecal
FB0945
FB094536.CDF
cdf-fecal
FB0945
FB094537.CDF
cdf-fecal
FB0946
FB094601.CDF
cdf-fecal
FB0946
FB094602.CDF
cdf-fecal
FB0946
FB094603.CDF
cdf-fecal
FB0946
FB094604.CDF
cdf-fecal
FB0946
FB094605.CDF
cdf-fecal
FB0946
FB094606.CDF
cdf-fecal
FB0946
FB094607.CDF
cdf-fecal
FB0946
FB094608.CDF
cdf-fecal
FB0946
FB094609.CDF
cdf-fecal
FB0946
FB094610.CDF
cdf-fecal
FB0946
FB094611.CDF
cdf-fecal
FB0946
FB094612.CDF
cdf-fecal
FB0946
FB094613.CDF
cdf-fecal
FB0946
FB094614.CDF
cdf-fecal
FB0946
FB094615.CDF
cdf-fecal
FB0946
FB094616.CDF
cdf-fecal
FB0946
FB094617.CDF
cdf-fecal
FB0946
FB094618.CDF
cdf-fecal
FB0946
FB094619.CDF
cdf-fecal
FB0946
FB094620.CDF
cdf-fecal
FB0946
FB094621.CDF
cdf-fecal
FB0946
FB094622.CDF
cdf-fecal
FB0946
FB094623.CDF
cdf-fecal
FB0946
FB094624.CDF
cdf-fecal
FB0946
FB094625.CDF
cdf-fecal
FB0946
FB094626.CDF
cdf-fecal
FB0946
FB094627.CDF
cdf-fecal
FB0946
FB094628.CDF
cdf-fecal
FB0946
FB094629.CDF
cdf-fecal
FB0946
FB094630.CDF
cdf-fecal
FB0946
FB094631.CDF
cdf-fecal
FB0946
FB094632.CDF
cdf-fecal
FB0946
FB094633.CDF
cdf-fecal
FB0946
FB094634.CDF
cdf-fecal
FB0946
FB094635.CDF
cdf-fecal
FB0946
FB094636.CDF
cdf-fecal
FB0946
FB094637.CDF
cdf-fecal
FB0947
FB094701.CDF
cdf-fecal
FB0947
FB094702.CDF
cdf-fecal
FB0947
FB094703.CDF
cdf-fecal
FB0947
FB094704.CDF
cdf-fecal
FB0947
FB094705.CDF
cdf-fecal
FB0947
FB094706.CDF
cdf-fecal
FB0947
FB094707.CDF
cdf-fecal
FB0947
FB094708.CDF
cdf-fecal
FB0947
FB094709.CDF
cdf-fecal
FB0947
FB094710.CDF
cdf-fecal
FB0947
FB094711.CDF
cdf-fecal
FB0947
FB094712.CDF
cdf-fecal
FB0947
FB094713.CDF
cdf-fecal
FB0947
FB094714.CDF
cdf-fecal
FB0947
FB094715.CDF
cdf-fecal
FB0947
FB094716.CDF
cdf-fecal
FB0947
FB094717.CDF
cdf-fecal
FB0947
FB094718.CDF
cdf-fecal
FB0947
FB094719.CDF
cdf-fecal
FB0947
FB094720.CDF
cdf-fecal
FB0947
FB094721.CDF
cdf-fecal
FB0947
FB094722.CDF
cdf-fecal
FB0947
FB094723.CDF
cdf-fecal
FB0947
FB094724.CDF
cdf-fecal
FB0947
FB094725.CDF
cdf-fecal
FB0947
FB094726.CDF
cdf-fecal
FB0947
FB094727.CDF
cdf-fecal
FB0947
FB094728.CDF
cdf-fecal
FB0947
FB094729.CDF
cdf-fecal
FB0947
FB094730.CDF
cdf-fecal
FB0947
FB094731.CDF
cdf-fecal
FB0947
FB094732.CDF
cdf-fecal
FB0947
FB094733.CDF
cdf-fecal
FB0947
FB094734.CDF
cdf-fecal
FB0947
FB094735.CDF
cdf-fecal
FB0947
FB094736.CDF
cdf-fecal
FB0947
FB094737.CDF
cdf-fecal
FB0948
FB094801.CDF
cdf-fecal
FB0948
FB094802.CDF
cdf-fecal
FB0948
FB094803.CDF
cdf-fecal
FB0948
FB094804.CDF
cdf-fecal
FB0948
FB094805.CDF
cdf-fecal
FB0948
FB094806.CDF
cdf-fecal
FB0948
FB094807.CDF
cdf-fecal
FB0948
FB094808.CDF
cdf-fecal
FB0948
FB094809.CDF
cdf-fecal
FB0948
FB094810.CDF
cdf-fecal
FB0948
FB094811.CDF
cdf-fecal
FB0948
FB094812.CDF
cdf-fecal
FB0948
FB094813.CDF
cdf-fecal
FB0948
FB094814.CDF
cdf-fecal
FB0948
FB094815.CDF
cdf-fecal
FB0948
FB094816.CDF
cdf-fecal
FB0948
FB094817.CDF
cdf-fecal
FB0948
FB094818.CDF
cdf-fecal
FB0948
FB094819.CDF
cdf-fecal
FB0948
FB094820.CDF
cdf-fecal
FB0948
FB094821.CDF
cdf-fecal
FB0948
FB094822.CDF
cdf-fecal
FB0948
FB094823.CDF
cdf-fecal
FB0948
FB094824.CDF
cdf-fecal
FB0948
FB094825.CDF
cdf-fecal
FB0948
FB094826.CDF
cdf-fecal
FB0948
FB094827.CDF
cdf-fecal
FB0948
FB094828.CDF
cdf-fecal
FB0948
FB094829.CDF
cdf-fecal
FB0948
FB094830.CDF
cdf-fecal
FB0948
FB094831.CDF
cdf-fecal
FB0948
FB094832.CDF
cdf-fecal
FB0948
FB094833.CDF
cdf-fecal
FB0948
FB094834.CDF
cdf-fecal
FB0948
FB094835.CDF
cdf-fecal
FB0948
FB094836.CDF
cdf-fecal
FB0948
FB094837.CDF
cdf-fecal
FB0949
FB094901.CDF
cdf-fecal
FB0949
FB094902.CDF
cdf-fecal
FB0949
FB094903.CDF
cdf-fecal
FB0949
FB094904.CDF
cdf-fecal
FB0949
FB094905.CDF
cdf-fecal
FB0949
FB094906.CDF
cdf-fecal
FB0949
FB094907.CDF
cdf-fecal
FB0949
FB094908.CDF
cdf-fecal
FB0949
FB094909.CDF
cdf-fecal
FB0949
FB094910.CDF
cdf-fecal
FB0949
FB094911.CDF
cdf-fecal
FB0949
FB094912.CDF
cdf-fecal
FB0949
FB094913.CDF
cdf-fecal
FB0949
FB094914.CDF
cdf-fecal
FB0949
FB094915.CDF
cdf-fecal
FB0949
FB094916.CDF
cdf-fecal
FB0949
FB094917.CDF
cdf-fecal
FB0949
FB094918.CDF
cdf-fecal
FB0949
FB094919.CDF
cdf-fecal
FB0949
FB094920.CDF
cdf-fecal
FB0949
FB094921.CDF
cdf-fecal
FB0949
FB094922.CDF
cdf-fecal
FB0949
FB094923.CDF
cdf-fecal
FB0949
FB094924.CDF
cdf-fecal
FB0949
FB094925.CDF
cdf-fecal
FB0949
FB094926.CDF
cdf-fecal
FB0949
FB094927.CDF
cdf-fecal
FB0949
FB094928.CDF
cdf-fecal
FB0949
FB094929.CDF
cdf-fecal
FB0949
FB094930.CDF
cdf-fecal
FB0949
FB094931.CDF
cdf-fecal
FB0949
FB094932.CDF
cdf-fecal
FB0949
FB094933.CDF
cdf-fecal
FB0949
FB094934.CDF
cdf-fecal
FB0949
FB094935.CDF
cdf-fecal
FB0949
FB094936.CDF
cdf-fecal
FB0949
FB094937.CDF
cdf-fecal
FB0950
FB095001.CDF
cdf-fecal
FB0950
FB095002.CDF
cdf-fecal
FB0950
FB095003.CDF
cdf-fecal
FB0950
FB095004.CDF
cdf-fecal
FB0950
FB095005.CDF
cdf-fecal
FB0950
FB095006.CDF
cdf-fecal
FB0950
FB095007.CDF
cdf-fecal
FB0950
FB095008.CDF
cdf-fecal
FB0950
FB095009.CDF
cdf-fecal
FB0950
FB095010.CDF
cdf-fecal
FB0950
FB095011.CDF
cdf-fecal
FB0950
FB095012.CDF
cdf-fecal
FB0950
FB095013.CDF
cdf-fecal
FB0950
FB095014.CDF
cdf-fecal
FB0950
FB095015.CDF
cdf-fecal
FB0950
FB095016.CDF
cdf-fecal
FB0950
FB095017.CDF
cdf-fecal
FB0950
FB095018.CDF
cdf-fecal
FB0950
FB095019.CDF
cdf-fecal
FB0950
FB095020.CDF
cdf-fecal
FB0950
FB095021.CDF
cdf-fecal
FB0950
FB095022.CDF
cdf-fecal
FB0950
FB095023.CDF
cdf-fecal
FB0950
FB095024.CDF
cdf-fecal
FB0950
FB095025.CDF
cdf-fecal
FB0950
FB095026.CDF
cdf-fecal
FB0950
FB095027.CDF
cdf-fecal
FB0950
FB095028.CDF
cdf-fecal
FB0950
FB095029.CDF
cdf-fecal
FB0950
FB095030.CDF
cdf-fecal
FB0950
FB095031.CDF
cdf-fecal
FB0950
FB095032.CDF
cdf-fecal
FB0950
FB095033.CDF
cdf-fecal
FB0950
FB095034.CDF
cdf-fecal
FB0950
FB095035.CDF
cdf-fecal
FB0950
FB095036.CDF
cdf-fecal
FB0950
FB095037.CDF
cdf-fecal
FB0951
FB095101.CDF
cdf-fecal
FB0951
FB095102.CDF
cdf-fecal
FB0951
FB095103.CDF
cdf-fecal
FB0951
FB095104.CDF
cdf-fecal
FB0951
FB095105.CDF
cdf-fecal
FB0951
FB095106.CDF
cdf-fecal
FB0951
FB095107.CDF
cdf-fecal
FB0951
FB095108.CDF
cdf-fecal
FB0951
FB095109.CDF
cdf-fecal
FB0951
FB095110.CDF
cdf-fecal
FB0951
FB095111.CDF
cdf-fecal
FB0951
FB095112.CDF
cdf-fecal
FB0951
FB095113.CDF
cdf-fecal
FB0951
FB095114.CDF
cdf-fecal
FB0951
FB095115.CDF
cdf-fecal
FB0951
FB095116.CDF
cdf-fecal
FB0951
FB095117.CDF
cdf-fecal
FB0951
FB095118.CDF
cdf-fecal
FB0951
FB095119.CDF
cdf-fecal
FB0951
FB095120.CDF
cdf-fecal
FB0951
FB095121.CDF
cdf-fecal
FB0951
FB095122.CDF
cdf-fecal
FB0951
FB095123.CDF
cdf-fecal
FB0951
FB095124.CDF
cdf-fecal
FB0951
FB095125.CDF
cdf-fecal
FB0951
FB095126.CDF
cdf-fecal
FB0951
FB095127.CDF
cdf-fecal
FB0951
FB095128.CDF
cdf-fecal
FB0951
FB095129.CDF
cdf-fecal
FB0951
FB095130.CDF
cdf-fecal
FB0951
FB095131.CDF
cdf-fecal
FB0951
FB095132.CDF
cdf-fecal
FB0951
FB095133.CDF
cdf-fecal
FB0951
FB095134.CDF
cdf-fecal
FB0951
FB095135.CDF
cdf-fecal
FB0951
FB095136.CDF
cdf-fecal
FB0951
FB095137.CDF
cdf-fecal
FB0952
FB095201.CDF
cdf-fecal
FB0952
FB095202.CDF
cdf-fecal
FB0952
FB095203.CDF
cdf-fecal
FB0952
FB095204.CDF
cdf-fecal
FB0952
FB095205.CDF
cdf-fecal
FB0952
FB095206.CDF
cdf-fecal
FB0952
FB095207.CDF
cdf-fecal
FB0952
FB095208.CDF
cdf-fecal
FB0952
FB095209.CDF
cdf-fecal
FB0952
FB095210.CDF
cdf-fecal
FB0952
FB095211.CDF
cdf-fecal
FB0952
FB095212.CDF
cdf-fecal
FB0952
FB095213.CDF
cdf-fecal
FB0952
FB095214.CDF
cdf-fecal
FB0952
FB095215.CDF
cdf-fecal
FB0952
FB095216.CDF
cdf-fecal
FB0952
FB095217.CDF
cdf-fecal
FB0952
FB095218.CDF
cdf-fecal
FB0952
FB095219.CDF
cdf-fecal
FB0952
FB095220.CDF
cdf-fecal
FB0952
FB095221.CDF
cdf-fecal
FB0952
FB095222.CDF
cdf-fecal
FB0952
FB095223.CDF
cdf-fecal
FB0952
FB095224.CDF
cdf-fecal
FB0952
FB095225.CDF
cdf-fecal
FB0952
FB095226.CDF
cdf-fecal
FB0952
FB095227.CDF
cdf-fecal
FB0952
FB095228.CDF
cdf-fecal
FB0952
FB095229.CDF
cdf-fecal
FB0952
FB095230.CDF
cdf-fecal
FB0952
FB095231.CDF
cdf-fecal
FB0952
FB095232.CDF
cdf-fecal
FB0952
FB095233.CDF
cdf-fecal
FB0952
FB095234.CDF
cdf-fecal
FB0952
FB095235.CDF
cdf-fecal
FB0952
FB095236.CDF
cdf-fecal
FB0952
FB095237.CDF
cdf-fecal
FB0953
FB095301.CDF
cdf-fecal
FB0953
FB095302.CDF
cdf-fecal
FB0953
FB095303.CDF
cdf-fecal
FB0953
FB095304.CDF
cdf-fecal
FB0953
FB095305.CDF
cdf-fecal
FB0953
FB095306.CDF
cdf-fecal
FB0953
FB095307.CDF
cdf-fecal
FB0953
FB095308.CDF
cdf-fecal
FB0953
FB095309.CDF
cdf-fecal
FB0953
FB095310.CDF
cdf-fecal
FB0953
FB095311.CDF
cdf-fecal
FB0953
FB095312.CDF
cdf-fecal
FB0953
FB095313.CDF
cdf-fecal
FB0953
FB095314.CDF
cdf-fecal
FB0953
FB095315.CDF
cdf-fecal
FB0953
FB095316.CDF
cdf-fecal
FB0953
FB095317.CDF
cdf-fecal
FB0953
FB095318.CDF
cdf-fecal
FB0953
FB095319.CDF
cdf-fecal
FB0953
FB095320.CDF
cdf-fecal
FB0953
FB095321.CDF
cdf-fecal
FB0953
FB095322.CDF
cdf-fecal
FB0953
FB095323.CDF
cdf-fecal
FB0953
FB095324.CDF
cdf-fecal
FB0953
FB095325.CDF
cdf-fecal
FB0953
FB095326.CDF
cdf-fecal
FB0953
FB095327.CDF
cdf-fecal
FB0953
FB095328.CDF
cdf-fecal
FB0953
FB095329.CDF
cdf-fecal
FB0953
FB095330.CDF
cdf-fecal
FB0953
FB095331.CDF
cdf-fecal
FB0953
FB095332.CDF
cdf-fecal
FB0953
FB095333.CDF
cdf-fecal
FB0953
FB095334.CDF
cdf-fecal
FB0953
FB095335.CDF
cdf-fecal
FB0953
FB095336.CDF
cdf-fecal
FB0953
FB095337.CDF
cdf-fecal
FB0954
FB095401.CDF
cdf-fecal
FB0954
FB095402.CDF
cdf-fecal
FB0954
FB095403.CDF
cdf-fecal
FB0954
FB095404.CDF
cdf-fecal
FB0954
FB095405.CDF
cdf-fecal
FB0954
FB095406.CDF
cdf-fecal
FB0954
FB095407.CDF
cdf-fecal
FB0954
FB095408.CDF
cdf-fecal
FB0954
FB095409.CDF
cdf-fecal
FB0954
FB095410.CDF
cdf-fecal
FB0954
FB095411.CDF
cdf-fecal
FB0954
FB095412.CDF
cdf-fecal
FB0954
FB095413.CDF
cdf-fecal
FB0954
FB095414.CDF
cdf-fecal
FB0954
FB095415.CDF
cdf-fecal
FB0954
FB095416.CDF
cdf-fecal
FB0954
FB095417.CDF
cdf-fecal
FB0954
FB095418.CDF
cdf-fecal
FB0954
FB095419.CDF
cdf-fecal
FB0954
FB095420.CDF
cdf-fecal
FB0954
FB095421.CDF
cdf-fecal
FB0954
FB095422.CDF
cdf-fecal
FB0954
FB095423.CDF
cdf-fecal
FB0954
FB095424.CDF
cdf-fecal
FB0954
FB095425.CDF
cdf-fecal
FB0954
FB095426.CDF
cdf-fecal
FB0954
FB095427.CDF
cdf-fecal
FB0954
FB095428.CDF
cdf-fecal
FB0954
FB095429.CDF
cdf-fecal
FB0954
FB095430.CDF
cdf-fecal
FB0954
FB095431.CDF
cdf-fecal
FB0954
FB095432.CDF
cdf-fecal
FB0954
FB095433.CDF
cdf-fecal
FB0954
FB095434.CDF
cdf-fecal
FB0954
FB095435.CDF
cdf-fecal
FB0954
FB095436.CDF
cdf-fecal
FB0954
FB095437.CDF
cdf-fecal
FB0955
FB095501.CDF
cdf-fecal
FB0955
FB095502.CDF
cdf-fecal
FB0955
FB095503.CDF
cdf-fecal
FB0955
FB095504.CDF
cdf-fecal
FB0955
FB095505.CDF
cdf-fecal
FB0955
FB095506.CDF
cdf-fecal
FB0955
FB095507.CDF
cdf-fecal
FB0955
FB095508.CDF
cdf-fecal
FB0955
FB095509.CDF
cdf-fecal
FB0955
FB095510.CDF
cdf-fecal
FB0955
FB095511.CDF
cdf-fecal
FB0955
FB095512.CDF
cdf-fecal
FB0955
FB095513.CDF
cdf-fecal
FB0955
FB095514.CDF
cdf-fecal
FB0955
FB095515.CDF
cdf-fecal
FB0955
FB095516.CDF
cdf-fecal
FB0955
FB095517.CDF
cdf-fecal
FB0955
FB095518.CDF
cdf-fecal
FB0955
FB095519.CDF
cdf-fecal
FB0955
FB095520.CDF
cdf-fecal
FB0955
FB095521.CDF
cdf-fecal
FB0955
FB095522.CDF
cdf-fecal
FB0955
FB095523.CDF
cdf-fecal
FB0955
FB095524.CDF
cdf-fecal
FB0955
FB095525.CDF
cdf-fecal
FB0955
FB095526.CDF
cdf-fecal
FB0955
FB095527.CDF
cdf-fecal
FB0955
FB095528.CDF
cdf-fecal
FB0955
FB095529.CDF
cdf-fecal
FB0955
FB095530.CDF
cdf-fecal
FB0955
FB095531.CDF
cdf-fecal
FB0955
FB095532.CDF
cdf-fecal
FB0955
FB095533.CDF
cdf-fecal
FB0955
FB095534.CDF
cdf-fecal
FB0955
FB095535.CDF
cdf-fecal
FB0955
FB095536.CDF
cdf-fecal
FB0955
FB095537.CDF
cdf-fecal
FB0956
FB095601.CDF
cdf-fecal
FB0956
FB095602.CDF
cdf-fecal
FB0956
FB095603.CDF
cdf-fecal
FB0956
FB095604.CDF
cdf-fecal
FB0956
FB095605.CDF
cdf-fecal
FB0956
FB095606.CDF
cdf-fecal
FB0956
FB095607.CDF
cdf-fecal
FB0956
FB095608.CDF
cdf-fecal
FB0956
FB095609.CDF
cdf-fecal
FB0956
FB095610.CDF
cdf-fecal
FB0956
FB095611.CDF
cdf-fecal
FB0956
FB095612.CDF
cdf-fecal
FB0956
FB095613.CDF
cdf-fecal
FB0956
FB095614.CDF
cdf-fecal
FB0956
FB095615.CDF
cdf-fecal
FB0956
FB095616.CDF
cdf-fecal
FB0956
FB095617.CDF
cdf-fecal
FB0956
FB095618.CDF
cdf-fecal
FB0956
FB095619.CDF
cdf-fecal
FB0956
FB095620.CDF
cdf-fecal
FB0956
FB095621.CDF
cdf-fecal
FB0956
FB095622.CDF
cdf-fecal
FB0956
FB095623.CDF
cdf-fecal
FB0956
FB095624.CDF
cdf-fecal
FB0956
FB095625.CDF
cdf-fecal
FB0956
FB095626.CDF
cdf-fecal
FB0956
FB095627.CDF
cdf-fecal
FB0956
FB095628.CDF
cdf-fecal
FB0956
FB095629.CDF
cdf-fecal
FB0956
FB095630.CDF
cdf-fecal
FB0956
FB095631.CDF
cdf-fecal
FB0956
FB095632.CDF
cdf-fecal
FB0956
FB095633.CDF
cdf-fecal
FB0956
FB095634.CDF
cdf-fecal
FB0956
FB095635.CDF
cdf-fecal
FB0956
FB095636.CDF
cdf-fecal
FB0956
FB095637.CDF
cdf-fecal
FB0957
FB095701.CDF
cdf-fecal
FB0957
FB095702.CDF
cdf-fecal
FB0957
FB095703.CDF
cdf-fecal
FB0957
FB095704.CDF
cdf-fecal
FB0957
FB095705.CDF
cdf-fecal
FB0957
FB095706.CDF
cdf-fecal
FB0957
FB095707.CDF
cdf-fecal
FB0957
FB095708.CDF
cdf-fecal
FB0957
FB095709.CDF
cdf-fecal
FB0957
FB095710.CDF
cdf-fecal
FB0957
FB095711.CDF
cdf-fecal
FB0957
FB095712.CDF
cdf-fecal
FB0957
FB095713.CDF
cdf-fecal
FB0957
FB095714.CDF
cdf-fecal
FB0957
FB095715.CDF
cdf-fecal
FB0957
FB095716.CDF
cdf-fecal
FB0957
FB095717.CDF
cdf-fecal
FB0957
FB095718.CDF
cdf-fecal
FB0957
FB095719.CDF
cdf-fecal
FB0957
FB095720.CDF
cdf-fecal
FB0957
FB095721.CDF
cdf-fecal
FB0957
FB095722.CDF
cdf-fecal
FB0957
FB095723.CDF
cdf-fecal
FB0957
FB095724.CDF
cdf-fecal
FB0957
FB095725.CDF
cdf-fecal
FB0957
FB095726.CDF
cdf-fecal
FB0957
FB095727.CDF
cdf-fecal
FB0957
FB095728.CDF
cdf-fecal
FB0957
FB095729.CDF
cdf-fecal
FB0957
FB095730.CDF
cdf-fecal
FB0957
FB095731.CDF
cdf-fecal
FB0957
FB095732.CDF
cdf-fecal
FB0957
FB095733.CDF
cdf-fecal
FB0957
FB095734.CDF
cdf-fecal
FB0957
FB095735.CDF
cdf-fecal
FB0957
FB095736.CDF
cdf-fecal
FB0957
FB095737.CDF
cdf-fecal
FB0958
FB095801.CDF
cdf-fecal
FB0958
FB095802.CDF
cdf-fecal
FB0958
FB095803.CDF
cdf-fecal
FB0958
FB095804.CDF
cdf-fecal
FB0958
FB095805.CDF
cdf-fecal
FB0958
FB095806.CDF
cdf-fecal
FB0958
FB095807.CDF
cdf-fecal
FB0958
FB095808.CDF
cdf-fecal
FB0958
FB095809.CDF
cdf-fecal
FB0958
FB095810.CDF
cdf-fecal
FB0958
FB095811.CDF
cdf-fecal
FB0958
FB095812.CDF
cdf-fecal
FB0958
FB095813.CDF
cdf-fecal
FB0958
FB095814.CDF
cdf-fecal
FB0958
FB095815.CDF
cdf-fecal
FB0958
FB095816.CDF
cdf-fecal
FB0958
FB095817.CDF
cdf-fecal
FB0958
FB095818.CDF
cdf-fecal
FB0958
FB095819.CDF
cdf-fecal
FB0958
FB095820.CDF
cdf-fecal
FB0958
FB095821.CDF
cdf-fecal
FB0958
FB095822.CDF
cdf-fecal
FB0958
FB095823.CDF
cdf-fecal
FB0958
FB095824.CDF
cdf-fecal
FB0958
FB095825.CDF
cdf-fecal
FB0958
FB095826.CDF
cdf-fecal
FB0958
FB095827.CDF
cdf-fecal
FB0958
FB095828.CDF
cdf-fecal
FB0958
FB095829.CDF
cdf-fecal
FB0958
FB095830.CDF
cdf-fecal
FB0958
FB095831.CDF
cdf-fecal
FB0958
FB095832.CDF
cdf-fecal
FB0958
FB095833.CDF
cdf-fecal
FB0958
FB095834.CDF
cdf-fecal
FB0958
FB095835.CDF
cdf-fecal
FB0958
FB095836.CDF
cdf-fecal
FB0958
FB095837.CDF
cdf-fecal
FB0959
FB095901.CDF
cdf-fecal
FB0959
FB095902.CDF
cdf-fecal
FB0959
FB095903.CDF
cdf-fecal
FB0959
FB095904.CDF
cdf-fecal
FB0959
FB095905.CDF
cdf-fecal
FB0959
FB095906.CDF
cdf-fecal
FB0959
FB095907.CDF
cdf-fecal
FB0959
FB095908.CDF
cdf-fecal
FB0959
FB095909.CDF
cdf-fecal
FB0959
FB095910.CDF
cdf-fecal
FB0959
FB095911.CDF
cdf-fecal
FB0959
FB095912.CDF
cdf-fecal
FB0959
FB095913.CDF
cdf-fecal
FB0959
FB095914.CDF
cdf-fecal
FB0959
FB095915.CDF
cdf-fecal
FB0959
FB095916.CDF
cdf-fecal
FB0959
FB095917.CDF
cdf-fecal
FB0959
FB095918.CDF
cdf-fecal
FB0959
FB095919.CDF
cdf-fecal
FB0959
FB095920.CDF
cdf-fecal
FB0959
FB095921.CDF
cdf-fecal
FB0959
FB095922.CDF
cdf-fecal
FB0959
FB095923.CDF
cdf-fecal
FB0959
FB095924.CDF
cdf-fecal
FB0959
FB095925.CDF
cdf-fecal
FB0959
FB095926.CDF
cdf-fecal
FB0959
FB095927.CDF
cdf-fecal
FB0959
FB095928.CDF
cdf-fecal
FB0959
FB095929.CDF
cdf-fecal
FB0959
FB095930.CDF
cdf-fecal
FB0959
FB095931.CDF
cdf-fecal
FB0959
FB095932.CDF
cdf-fecal
FB0959
FB095933.CDF
cdf-fecal
FB0959
FB095934.CDF
cdf-fecal
FB0959
FB095935.CDF
cdf-fecal
FB0959
FB095936.CDF
cdf-fecal
FB0959
FB095937.CDF
cdf-fecal
FB0960
FB096001.CDF
cdf-fecal
FB0960
FB096002.CDF
cdf-fecal
FB0960
FB096003.CDF
cdf-fecal
FB0960
FB096004.CDF
cdf-fecal
FB0960
FB096005.CDF
cdf-fecal
FB0960
FB096006.CDF
cdf-fecal
FB0960
FB096007.CDF
cdf-fecal
FB0960
FB096008.CDF
cdf-fecal
FB0960
FB096009.CDF
cdf-fecal
FB0960
FB096010.CDF
cdf-fecal
FB0960
FB096011.CDF
cdf-fecal
FB0960
FB096012.CDF
cdf-fecal
FB0960
FB096013.CDF
cdf-fecal
FB0960
FB096014.CDF
cdf-fecal
FB0960
FB096015.CDF
cdf-fecal
FB0960
FB096016.CDF
cdf-fecal
FB0960
FB096017.CDF
cdf-fecal
FB0960
FB096018.CDF
cdf-fecal
FB0960
FB096019.CDF
cdf-fecal
FB0960
FB096020.CDF
cdf-fecal
FB0960
FB096021.CDF
cdf-fecal
FB0960
FB096022.CDF
cdf-fecal
FB0960
FB096023.CDF
cdf-fecal
FB0960
FB096024.CDF
cdf-fecal
FB0960
FB096025.CDF
cdf-fecal
FB0960
FB096026.CDF
cdf-fecal
FB0960
FB096027.CDF
cdf-fecal
FB0960
FB096028.CDF
cdf-fecal
FB0960
FB096029.CDF
cdf-fecal
FB0960
FB096030.CDF
cdf-fecal
FB0960
FB096031.CDF
cdf-fecal
FB0960
FB096032.CDF
cdf-fecal
FB0960
FB096033.CDF
cdf-fecal
FB0960
FB096034.CDF
cdf-fecal
FB0960
FB096035.CDF
cdf-fecal
FB0960
FB096036.CDF
cdf-fecal
FB0960
FB096037.CDF
cdf-fecal
FB0961
FB096101.CDF
cdf-fecal
FB0961
FB096102.CDF
cdf-fecal
FB0961
FB096103.CDF
cdf-fecal
FB0961
FB096104.CDF
cdf-fecal
FB0961
FB096105.CDF
cdf-fecal
FB0961
FB096106.CDF
cdf-fecal
FB0961
FB096107.CDF
cdf-fecal
FB0961
FB096108.CDF
cdf-fecal
FB0961
FB096109.CDF
cdf-fecal
FB0961
FB096110.CDF
cdf-fecal
FB0961
FB096111.CDF
cdf-fecal
FB0961
FB096112.CDF
cdf-fecal
FB0961
FB096113.CDF
cdf-fecal
FB0961
FB096114.CDF
cdf-fecal
FB0961
FB096115.CDF
cdf-fecal
FB0961
FB096116.CDF
cdf-fecal
FB0961
FB096117.CDF
cdf-fecal
FB0961
FB096118.CDF
cdf-fecal
FB0961
FB096119.CDF
cdf-fecal
FB0961
FB096120.CDF
cdf-fecal
FB0961
FB096121.CDF
cdf-fecal
FB0961
FB096122.CDF
cdf-fecal
FB0961
FB096123.CDF
cdf-fecal
FB0961
FB096124.CDF
cdf-fecal
FB0961
FB096125.CDF
cdf-fecal
FB0961
FB096126.CDF
cdf-fecal
FB0961
FB096127.CDF
cdf-fecal
FB0961
FB096128.CDF
cdf-fecal
FB0961
FB096129.CDF
cdf-fecal
FB0961
FB096130.CDF
cdf-fecal
FB0961
FB096131.CDF
cdf-fecal
FB0961
FB096132.CDF
cdf-fecal
FB0961
FB096133.CDF
cdf-fecal
FB0961
FB096134.CDF
cdf-fecal
FB0961
FB096135.CDF
cdf-fecal
FB0961
FB096136.CDF
cdf-fecal
FB0961
FB096137.CDF
cdf-fecal
FB0962
FB096201.CDF
cdf-fecal
FB0962
FB096202.CDF
cdf-fecal
FB0962
FB096203.CDF
cdf-fecal
FB0962
FB096204.CDF
cdf-fecal
FB0962
FB096205.CDF
cdf-fecal
FB0962
FB096206.CDF
cdf-fecal
FB0962
FB096207.CDF
cdf-fecal
FB0962
FB096208.CDF
cdf-fecal
FB0962
FB096209.CDF
cdf-fecal
FB0962
FB096210.CDF
cdf-fecal
FB0962
FB096211.CDF
cdf-fecal
FB0962
FB096212.CDF
cdf-fecal
FB0962
FB096213.CDF
cdf-fecal
FB0962
FB096214.CDF
cdf-fecal
FB0962
FB096215.CDF
cdf-fecal
FB0962
FB096216.CDF
cdf-fecal
FB0962
FB096217.CDF
cdf-fecal
FB0962
FB096218.CDF
cdf-fecal
FB0962
FB096219.CDF
cdf-fecal
FB0962
FB096220.CDF
cdf-fecal
FB0962
FB096221.CDF
cdf-fecal
FB0962
FB096222.CDF
cdf-fecal
FB0962
FB096223.CDF
cdf-fecal
FB0962
FB096224.CDF
cdf-fecal
FB0962
FB096225.CDF
cdf-fecal
FB0962
FB096226.CDF
cdf-fecal
FB0962
FB096227.CDF
cdf-fecal
FB0962
FB096228.CDF
cdf-fecal
FB0962
FB096229.CDF
cdf-fecal
FB0962
FB096230.CDF
cdf-fecal
FB0962
FB096231.CDF
cdf-fecal
FB0962
FB096232.CDF
cdf-fecal
FB0962
FB096233.CDF
cdf-fecal
FB0962
FB096234.CDF
cdf-fecal
FB0962
FB096235.CDF
cdf-fecal
FB0962
FB096236.CDF
cdf-fecal
FB0962
FB096237.CDF
cdf-fecal
FB0963
FB096301.CDF
cdf-fecal
FB0963
FB096302.CDF
cdf-fecal
FB0963
FB096303.CDF
cdf-fecal
FB0963
FB096304.CDF
cdf-fecal
FB0963
FB096305.CDF
cdf-fecal
FB0963
FB096306.CDF
cdf-fecal
FB0963
FB096307.CDF
cdf-fecal
FB0963
FB096308.CDF
cdf-fecal
FB0963
FB096309.CDF
cdf-fecal
FB0963
FB096310.CDF
cdf-fecal
FB0963
FB096311.CDF
cdf-fecal
FB0963
FB096312.CDF
cdf-fecal
FB0963
FB096313.CDF
cdf-fecal
FB0963
FB096314.CDF
cdf-fecal
FB0963
FB096315.CDF
cdf-fecal
FB0963
FB096316.CDF
cdf-fecal
FB0963
FB096317.CDF
cdf-fecal
FB0963
FB096318.CDF
cdf-fecal
FB0963
FB096319.CDF
cdf-fecal
FB0963
FB096320.CDF
cdf-fecal
FB0963
FB096321.CDF
cdf-fecal
FB0963
FB096322.CDF
cdf-fecal
FB0963
FB096323.CDF
cdf-fecal
FB0963
FB096324.CDF
cdf-fecal
FB0963
FB096325.CDF
cdf-fecal
FB0963
FB096326.CDF
cdf-fecal
FB0963
FB096327.CDF
cdf-fecal
FB0963
FB096328.CDF
cdf-fecal
FB0963
FB096329.CDF
cdf-fecal
FB0963
FB096330.CDF
cdf-fecal
FB0963
FB096331.CDF
cdf-fecal
FB0963
FB096332.CDF
cdf-fecal
FB0963
FB096333.CDF
cdf-fecal
FB0963
FB096334.CDF
cdf-fecal
FB0963
FB096335.CDF
cdf-fecal
FB0963
FB096336.CDF
cdf-fecal
FB0963
FB096337.CDF
cdf-fecal
FB0964
FB096401.CDF
cdf-fecal
FB0964
FB096402.CDF
cdf-fecal
FB0964
FB096403.CDF
cdf-fecal
FB0964
FB096404.CDF
cdf-fecal
FB0964
FB096405.CDF
cdf-fecal
FB0964
FB096406.CDF
cdf-fecal
FB0964
FB096407.CDF
cdf-fecal
FB0964
FB096408.CDF
cdf-fecal
FB0964
FB096409.CDF
cdf-fecal
FB0964
FB096410.CDF
cdf-fecal
FB0964
FB096411.CDF
cdf-fecal
FB0964
FB096412.CDF
cdf-fecal
FB0964
FB096413.CDF
cdf-fecal
FB0964
FB096414.CDF
cdf-fecal
FB0964
FB096415.CDF
cdf-fecal
FB0964
FB096416.CDF
cdf-fecal
FB0964
FB096417.CDF
cdf-fecal
FB0964
FB096418.CDF
cdf-fecal
FB0964
FB096419.CDF
cdf-fecal
FB0964
FB096420.CDF
cdf-fecal
FB0964
FB096421.CDF
cdf-fecal
FB0964
FB096422.CDF
cdf-fecal
FB0964
FB096423.CDF
cdf-fecal
FB0964
FB096424.CDF
cdf-fecal
FB0964
FB096425.CDF
cdf-fecal
FB0964
FB096426.CDF
cdf-fecal
FB0964
FB096427.CDF
cdf-fecal
FB0964
FB096428.CDF
cdf-fecal
FB0964
FB096429.CDF
cdf-fecal
FB0964
FB096430.CDF
cdf-fecal
FB0964
FB096431.CDF
cdf-fecal
FB0964
FB096432.CDF
cdf-fecal
FB0964
FB096433.CDF
cdf-fecal
FB0964
FB096434.CDF
cdf-fecal
FB0964
FB096435.CDF
cdf-fecal
FB0964
FB096436.CDF
cdf-fecal
FB0964
FB096437.CDF
cdf-fecal
FB0965
FB096501.CDF
cdf-fecal
FB0965
FB096502.CDF
cdf-fecal
FB0965
FB096503.CDF
cdf-fecal
FB0965
FB096504.CDF
cdf-fecal
FB0965
FB096505.CDF
cdf-fecal
FB0965
FB096506.CDF
cdf-fecal
FB0965
FB096507.CDF
cdf-fecal
FB0965
FB096508.CDF
cdf-fecal
FB0965
FB096509.CDF
cdf-fecal
FB0965
FB096510.CDF
cdf-fecal
FB0965
FB096511.CDF
cdf-fecal
FB0965
FB096512.CDF
cdf-fecal
FB0965
FB096513.CDF
cdf-fecal
FB0965
FB096514.CDF
cdf-fecal
FB0965
FB096515.CDF
cdf-fecal
FB0965
FB096516.CDF
cdf-fecal
FB0965
FB096517.CDF
cdf-fecal
FB0965
FB096518.CDF
cdf-fecal
FB0965
FB096519.CDF
cdf-fecal
FB0965
FB096520.CDF
cdf-fecal
FB0965
FB096521.CDF
cdf-fecal
FB0965
FB096522.CDF
cdf-fecal
FB0965
FB096523.CDF
cdf-fecal
FB0965
FB096524.CDF
cdf-fecal
FB0965
FB096525.CDF
cdf-fecal
FB0965
FB096526.CDF
cdf-fecal
FB0965
FB096527.CDF
cdf-fecal
FB0965
FB096528.CDF
cdf-fecal
FB0965
FB096529.CDF
cdf-fecal
FB0965
FB096530.CDF
cdf-fecal
FB0965
FB096531.CDF
cdf-fecal
FB0965
FB096532.CDF
cdf-fecal
FB0965
FB096533.CDF
cdf-fecal
FB0965
FB096534.CDF
cdf-fecal
FB0965
FB096535.CDF
cdf-fecal
FB0965
FB096536.CDF
cdf-fecal
FB0965
FB096537.CDF
cdf-fecal
FB0966
FB096601.CDF
cdf-fecal
FB0966
FB096602.CDF
cdf-fecal
FB0966
FB096603.CDF
cdf-fecal
FB0966
FB096604.CDF
cdf-fecal
FB0966
FB096605.CDF
cdf-fecal
FB0966
FB096606.CDF
cdf-fecal
FB0966
FB096607.CDF
cdf-fecal
FB0966
FB096608.CDF
cdf-fecal
FB0966
FB096609.CDF
cdf-fecal
FB0966
FB096610.CDF
cdf-fecal
FB0966
FB096611.CDF
cdf-fecal
FB0966
FB096612.CDF
cdf-fecal
FB0966
FB096613.CDF
cdf-fecal
FB0966
FB096614.CDF
cdf-fecal
FB0966
FB096615.CDF
cdf-fecal
FB0966
FB096616.CDF
cdf-fecal
FB0966
FB096617.CDF
cdf-fecal
FB0966
FB096618.CDF
cdf-fecal
FB0966
FB096619.CDF
cdf-fecal
FB0966
FB096620.CDF
cdf-fecal
FB0966
FB096621.CDF
cdf-fecal
FB0966
FB096622.CDF
cdf-fecal
FB0966
FB096623.CDF
cdf-fecal
FB0966
FB096624.CDF
cdf-fecal
FB0966
FB096625.CDF
cdf-fecal
FB0966
FB096626.CDF
cdf-fecal
FB0966
FB096627.CDF
cdf-fecal
FB0966
FB096628.CDF
cdf-fecal
FB0966
FB096629.CDF
cdf-fecal
FB0966
FB096630.CDF
cdf-fecal
FB0966
FB096631.CDF
cdf-fecal
FB0966
FB096632.CDF
cdf-fecal
FB0966
FB096633.CDF
cdf-fecal
FB0966
FB096634.CDF
cdf-fecal
FB0966
FB096635.CDF
cdf-fecal
FB0966
FB096636.CDF
cdf-fecal
FB0966
FB096637.CDF
cdf-fecal
FB0967
FB096701.CDF
cdf-fecal
FB0967
FB096702.CDF
cdf-fecal
FB0967
FB096703.CDF
cdf-fecal
FB0967
FB096704.CDF
cdf-fecal
FB0967
FB096705.CDF
cdf-fecal
FB0967
FB096706.CDF
cdf-fecal
FB0967
FB096707.CDF
cdf-fecal
FB0967
FB096708.CDF
cdf-fecal
FB0967
FB096709.CDF
cdf-fecal
FB0967
FB096710.CDF
cdf-fecal
FB0967
FB096711.CDF
cdf-fecal
FB0967
FB096712.CDF
cdf-fecal
FB0967
FB096713.CDF
cdf-fecal
FB0967
FB096714.CDF
cdf-fecal
FB0967
FB096715.CDF
cdf-fecal
FB0967
FB096716.CDF
cdf-fecal
FB0967
FB096717.CDF
cdf-fecal
FB0967
FB096718.CDF
cdf-fecal
FB0967
FB096719.CDF
cdf-fecal
FB0967
FB096720.CDF
cdf-fecal
FB0967
FB096721.CDF
cdf-fecal
FB0967
FB096722.CDF
cdf-fecal
FB0967
FB096723.CDF
cdf-fecal
FB0967
FB096724.CDF
cdf-fecal
FB0967
FB096725.CDF
cdf-fecal
FB0967
FB096726.CDF
cdf-fecal
FB0967
FB096727.CDF
cdf-fecal
FB0967
FB096728.CDF
cdf-fecal
FB0967
FB096729.CDF
cdf-fecal
FB0967
FB096730.CDF
cdf-fecal
FB0967
FB096731.CDF
cdf-fecal
FB0967
FB096732.CDF
cdf-fecal
FB0967
FB096733.CDF
cdf-fecal
FB0967
FB096734.CDF
cdf-fecal
FB0967
FB096735.CDF
cdf-fecal
FB0967
FB096736.CDF
cdf-fecal
FB0967
FB096737.CDF
cdf-fecal
FB0968
FB096801.CDF
cdf-fecal
FB0968
FB096802.CDF
cdf-fecal
FB0968
FB096803.CDF
cdf-fecal
FB0968
FB096804.CDF
cdf-fecal
FB0968
FB096805.CDF
cdf-fecal
FB0968
FB096806.CDF
cdf-fecal
FB0968
FB096807.CDF
cdf-fecal
FB0968
FB096808.CDF
cdf-fecal
FB0968
FB096809.CDF
cdf-fecal
FB0968
FB096810.CDF
cdf-fecal
FB0968
FB096811.CDF
cdf-fecal
FB0968
FB096812.CDF
cdf-fecal
FB0968
FB096813.CDF
cdf-fecal
FB0968
FB096814.CDF
cdf-fecal
FB0968
FB096815.CDF
cdf-fecal
FB0968
FB096816.CDF
cdf-fecal
FB0968
FB096817.CDF
cdf-fecal
FB0968
FB096818.CDF
cdf-fecal
FB0968
FB096819.CDF
cdf-fecal
FB0968
FB096820.CDF
cdf-fecal
FB0968
FB096821.CDF
cdf-fecal
FB0968
FB096822.CDF
cdf-fecal
FB0968
FB096823.CDF
cdf-fecal
FB0968
FB096824.CDF
cdf-fecal
FB0968
FB096825.CDF
cdf-fecal
FB0968
FB096826.CDF
cdf-fecal
FB0968
FB096827.CDF
cdf-fecal
FB0968
FB096828.CDF
cdf-fecal
FB0968
FB096829.CDF
cdf-fecal
FB0968
FB096830.CDF
cdf-fecal
FB0968
FB096831.CDF
cdf-fecal
FB0968
FB096832.CDF
cdf-fecal
FB0968
FB096833.CDF
cdf-fecal
FB0968
FB096834.CDF
cdf-fecal
FB0968
FB096835.CDF
cdf-fecal
FB0968
FB096836.CDF
cdf-fecal
FB0968
FB096837.CDF
cdf-fecal
FB0969
FB096901.CDF
cdf-fecal
FB0969
FB096902.CDF
cdf-fecal
FB0969
FB096903.CDF
cdf-fecal
FB0969
FB096904.CDF
cdf-fecal
FB0969
FB096905.CDF
cdf-fecal
FB0969
FB096906.CDF
cdf-fecal
FB0969
FB096907.CDF
cdf-fecal
FB0969
FB096908.CDF
cdf-fecal
FB0969
FB096909.CDF
cdf-fecal
FB0969
FB096910.CDF
cdf-fecal
FB0969
FB096911.CDF
cdf-fecal
FB0969
FB096912.CDF
cdf-fecal
FB0969
FB096913.CDF
cdf-fecal
FB0969
FB096914.CDF
cdf-fecal
FB0969
FB096915.CDF
cdf-fecal
FB0969
FB096916.CDF
cdf-fecal
FB0969
FB096917.CDF
cdf-fecal
FB0969
FB096918.CDF
cdf-fecal
FB0969
FB096919.CDF
cdf-fecal
FB0969
FB096920.CDF
cdf-fecal
FB0969
FB096921.CDF
cdf-fecal
FB0969
FB096922.CDF
cdf-fecal
FB0969
FB096923.CDF
cdf-fecal
FB0969
FB096924.CDF
cdf-fecal
FB0969
FB096925.CDF
cdf-fecal
FB0969
FB096926.CDF
cdf-fecal
FB0969
FB096927.CDF
cdf-fecal
FB0969
FB096928.CDF
cdf-fecal
FB0969
FB096929.CDF
cdf-fecal
FB0969
FB096930.CDF
cdf-fecal
FB0969
FB096931.CDF
cdf-fecal
FB0969
FB096932.CDF
cdf-fecal
FB0969
FB096933.CDF
cdf-fecal
FB0969
FB096934.CDF
cdf-fecal
FB0969
FB096935.CDF
cdf-fecal
FB0969
FB096936.CDF
cdf-fecal
FB0969
FB096937.CDF
cdf-fecal
FB0970
FB097001.CDF
cdf-fecal
FB0970
FB097002.CDF
cdf-fecal
FB0970
FB097003.CDF
cdf-fecal
FB0970
FB097004.CDF
cdf-fecal
FB0970
FB097005.CDF
cdf-fecal
FB0970
FB097006.CDF
cdf-fecal
FB0970
FB097007.CDF
cdf-fecal
FB0970
FB097008.CDF
cdf-fecal
FB0970
FB097009.CDF
cdf-fecal
FB0970
FB097010.CDF
cdf-fecal
FB0970
FB097011.CDF
cdf-fecal
FB0970
FB097012.CDF
cdf-fecal
FB0970
FB097013.CDF
cdf-fecal
FB0970
FB097014.CDF
cdf-fecal
FB0970
FB097015.CDF
cdf-fecal
FB0970
FB097016.CDF
cdf-fecal
FB0970
FB097017.CDF
cdf-fecal
FB0970
FB097018.CDF
cdf-fecal
FB0970
FB097019.CDF
cdf-fecal
FB0970
FB097020.CDF
cdf-fecal
FB0970
FB097021.CDF
cdf-fecal
FB0970
FB097022.CDF
cdf-fecal
FB0970
FB097023.CDF
cdf-fecal
FB0970
FB097024.CDF
cdf-fecal
FB0970
FB097025.CDF
cdf-fecal
FB0970
FB097026.CDF
cdf-fecal
FB0970
FB097027.CDF
cdf-fecal
FB0970
FB097028.CDF
cdf-fecal
FB0970
FB097029.CDF
cdf-fecal
FB0970
FB097030.CDF
cdf-fecal
FB0970
FB097031.CDF
cdf-fecal
FB0970
FB097032.CDF
cdf-fecal
FB0970
FB097033.CDF
cdf-fecal
FB0970
FB097034.CDF
cdf-fecal
FB0970
FB097035.CDF
cdf-fecal
FB0970
FB097036.CDF
cdf-fecal
FB0970
FB097037.CDF
cdf-fecal
FB0971
FB097101.CDF
cdf-fecal
FB0971
FB097102.CDF
cdf-fecal
FB0971
FB097103.CDF
cdf-fecal
FB0971
FB097104.CDF
cdf-fecal
FB0971
FB097105.CDF
cdf-fecal
FB0971
FB097106.CDF
cdf-fecal
FB0971
FB097107.CDF
cdf-fecal
FB0971
FB097108.CDF
cdf-fecal
FB0971
FB097109.CDF
cdf-fecal
FB0971
FB097110.CDF
cdf-fecal
FB0971
FB097111.CDF
cdf-fecal
FB0971
FB097112.CDF
cdf-fecal
FB0971
FB097113.CDF
cdf-fecal
FB0971
FB097114.CDF
cdf-fecal
FB0971
FB097115.CDF
cdf-fecal
FB0971
FB097116.CDF
cdf-fecal
FB0971
FB097117.CDF
cdf-fecal
FB0971
FB097118.CDF
cdf-fecal
FB0971
FB097119.CDF
cdf-fecal
FB0971
FB097120.CDF
cdf-fecal
FB0971
FB097121.CDF
cdf-fecal
FB0971
FB097122.CDF
cdf-fecal
FB0971
FB097123.CDF
cdf-fecal
FB0971
FB097124.CDF
cdf-fecal
FB0971
FB097125.CDF
cdf-fecal
FB0971
FB097126.CDF
cdf-fecal
FB0971
FB097127.CDF
cdf-fecal
FB0971
FB097128.CDF
cdf-fecal
FB0971
FB097129.CDF
cdf-fecal
FB0971
FB097130.CDF
cdf-fecal
FB0971
FB097131.CDF
cdf-fecal
FB0971
FB097132.CDF
cdf-fecal
FB0971
FB097133.CDF
cdf-fecal
FB0971
FB097134.CDF
cdf-fecal
FB0971
FB097135.CDF
cdf-fecal
FB0971
FB097136.CDF
cdf-fecal
FB0971
FB097137.CDF
cdf-fecal
FB0972
FB097201.CDF
cdf-fecal
FB0972
FB097202.CDF
cdf-fecal
FB0972
FB097203.CDF
cdf-fecal
FB0972
FB097204.CDF
cdf-fecal
FB0972
FB097205.CDF
cdf-fecal
FB0972
FB097206.CDF
cdf-fecal
FB0972
FB097207.CDF
cdf-fecal
FB0972
FB097208.CDF
cdf-fecal
FB0972
FB097209.CDF
cdf-fecal
FB0972
FB097210.CDF
cdf-fecal
FB0972
FB097211.CDF
cdf-fecal
FB0972
FB097212.CDF
cdf-fecal
FB0972
FB097213.CDF
cdf-fecal
FB0972
FB097214.CDF
cdf-fecal
FB0972
FB097215.CDF
cdf-fecal
FB0972
FB097216.CDF
cdf-fecal
FB0972
FB097217.CDF
cdf-fecal
FB0972
FB097218.CDF
cdf-fecal
FB0972
FB097219.CDF
cdf-fecal
FB0972
FB097220.CDF
cdf-fecal
FB0972
FB097221.CDF
cdf-fecal
FB0972
FB097222.CDF
cdf-fecal
FB0972
FB097223.CDF
cdf-fecal
FB0972
FB097224.CDF
cdf-fecal
FB0972
FB097225.CDF
cdf-fecal
FB0972
FB097226.CDF
cdf-fecal
FB0972
FB097227.CDF
cdf-fecal
FB0972
FB097228.CDF
cdf-fecal
FB0972
FB097229.CDF
cdf-fecal
FB0972
FB097230.CDF
cdf-fecal
FB0972
FB097231.CDF
cdf-fecal
FB0972
FB097232.CDF
cdf-fecal
FB0972
FB097233.CDF
cdf-fecal
FB0972
FB097234.CDF
cdf-fecal
FB0972
FB097235.CDF
cdf-fecal
FB0972
FB097236.CDF
cdf-fecal
FB0972
FB097237.CDF
cdf-fecal
FB0973
FB097301.CDF
cdf-fecal
FB0973
FB097302.CDF
cdf-fecal
FB0973
FB097303.CDF
cdf-fecal
FB0973
FB097304.CDF
cdf-fecal
FB0973
FB097305.CDF
cdf-fecal
FB0973
FB097306.CDF
cdf-fecal
FB0973
FB097307.CDF
cdf-fecal
FB0973
FB097308.CDF
cdf-fecal
FB0973
FB097309.CDF
cdf-fecal
FB0973
FB097310.CDF
cdf-fecal
FB0973
FB097311.CDF
cdf-fecal
FB0973
FB097312.CDF
cdf-fecal
FB0973
FB097313.CDF
cdf-fecal
FB0973
FB097314.CDF
cdf-fecal
FB0973
FB097315.CDF
cdf-fecal
FB0973
FB097316.CDF
cdf-fecal
FB0973
FB097317.CDF
cdf-fecal
FB0973
FB097318.CDF
cdf-fecal
FB0973
FB097319.CDF
cdf-fecal
FB0973
FB097320.CDF
cdf-fecal
FB0973
FB097321.CDF
cdf-fecal
FB0973
FB097322.CDF
cdf-fecal
FB0973
FB097323.CDF
cdf-fecal
FB0973
FB097324.CDF
cdf-fecal
FB0973
FB097325.CDF
cdf-fecal
FB0973
FB097326.CDF
cdf-fecal
FB0973
FB097327.CDF
cdf-fecal
FB0973
FB097328.CDF
cdf-fecal
FB0973
FB097329.CDF
cdf-fecal
FB0973
FB097330.CDF
cdf-fecal
FB0973
FB097331.CDF
cdf-fecal
FB0973
FB097332.CDF
cdf-fecal
FB0973
FB097333.CDF
cdf-fecal
FB0973
FB097334.CDF
cdf-fecal
FB0973
FB097335.CDF
cdf-fecal
FB0973
FB097336.CDF
cdf-fecal
FB0973
FB097337.CDF
cdf-fecal
FB0974
FB097401.CDF
cdf-fecal
FB0974
FB097402.CDF
cdf-fecal
FB0974
FB097403.CDF
cdf-fecal
FB0974
FB097404.CDF
cdf-fecal
FB0974
FB097405.CDF
cdf-fecal
FB0974
FB097406.CDF
cdf-fecal
FB0974
FB097407.CDF
cdf-fecal
FB0974
FB097408.CDF
cdf-fecal
FB0974
FB097409.CDF
cdf-fecal
FB0974
FB097410.CDF
cdf-fecal
FB0974
FB097411.CDF
cdf-fecal
FB0974
FB097412.CDF
cdf-fecal
FB0974
FB097413.CDF
cdf-fecal
FB0974
FB097414.CDF
cdf-fecal
FB0974
FB097415.CDF
cdf-fecal
FB0974
FB097416.CDF
cdf-fecal
FB0974
FB097417.CDF
cdf-fecal
FB0974
FB097418.CDF
cdf-fecal
FB0974
FB097419.CDF
cdf-fecal
FB0974
FB097420.CDF
cdf-fecal
FB0974
FB097421.CDF
cdf-fecal
FB0974
FB097422.CDF
cdf-fecal
FB0974
FB097423.CDF
cdf-fecal
FB0974
FB097424.CDF
cdf-fecal
FB0974
FB097425.CDF
cdf-fecal
FB0974
FB097426.CDF
cdf-fecal
FB0974
FB097427.CDF
cdf-fecal
FB0974
FB097428.CDF
cdf-fecal
FB0974
FB097429.CDF
cdf-fecal
FB0974
FB097430.CDF
cdf-fecal
FB0974
FB097431.CDF
cdf-fecal
FB0974
FB097432.CDF
cdf-fecal
FB0974
FB097433.CDF
cdf-fecal
FB0974
FB097434.CDF
cdf-fecal
FB0974
FB097435.CDF
cdf-fecal
FB0974
FB097436.CDF
cdf-fecal
FB0974
FB097437.CDF
cdf-fecal
FB0975
FB097501.CDF
cdf-fecal
FB0975
FB097502.CDF
cdf-fecal
FB0975
FB097503.CDF
cdf-fecal
FB0975
FB097504.CDF
cdf-fecal
FB0975
FB097505.CDF
cdf-fecal
FB0975
FB097506.CDF
cdf-fecal
FB0975
FB097507.CDF
cdf-fecal
FB0975
FB097508.CDF
cdf-fecal
FB0975
FB097509.CDF
cdf-fecal
FB0975
FB097510.CDF
cdf-fecal
FB0975
FB097511.CDF
cdf-fecal
FB0975
FB097512.CDF
cdf-fecal
FB0975
FB097513.CDF
cdf-fecal
FB0975
FB097514.CDF
cdf-fecal
FB0975
FB097515.CDF
cdf-fecal
FB0975
FB097516.CDF
cdf-fecal
FB0975
FB097517.CDF
cdf-fecal
FB0975
FB097518.CDF
cdf-fecal
FB0975
FB097519.CDF
cdf-fecal
FB0975
FB097520.CDF
cdf-fecal
FB0975
FB097521.CDF
cdf-fecal
FB0975
FB097522.CDF
cdf-fecal
FB0975
FB097523.CDF
cdf-fecal
FB0975
FB097524.CDF
cdf-fecal
FB0975
FB097525.CDF
cdf-fecal
FB0975
FB097526.CDF
cdf-fecal
FB0975
FB097527.CDF
cdf-fecal
FB0975
FB097528.CDF
cdf-fecal
FB0975
FB097529.CDF
cdf-fecal
FB0975
FB097530.CDF
cdf-fecal
FB0975
FB097531.CDF
cdf-fecal
FB0975
FB097532.CDF
cdf-fecal
FB0975
FB097533.CDF
cdf-fecal
FB0975
FB097534.CDF
cdf-fecal
FB0975
FB097535.CDF
cdf-fecal
FB0975
FB097536.CDF
cdf-fecal
FB0975
FB097537.CDF
cdf-fecal
FB0976
FB097601.CDF
cdf-fecal
FB0976
FB097602.CDF
cdf-fecal
FB0976
FB097603.CDF
cdf-fecal
FB0976
FB097604.CDF
cdf-fecal
FB0976
FB097605.CDF
cdf-fecal
FB0976
FB097606.CDF
cdf-fecal
FB0976
FB097607.CDF
cdf-fecal
FB0976
FB097608.CDF
cdf-fecal
FB0976
FB097609.CDF
cdf-fecal
FB0976
FB097610.CDF
cdf-fecal
FB0976
FB097611.CDF
cdf-fecal
FB0976
FB097612.CDF
cdf-fecal
FB0976
FB097613.CDF
cdf-fecal
FB0976
FB097614.CDF
cdf-fecal
FB0976
FB097615.CDF
cdf-fecal
FB0976
FB097616.CDF
cdf-fecal
FB0976
FB097617.CDF
cdf-fecal
FB0976
FB097618.CDF
cdf-fecal
FB0976
FB097619.CDF
cdf-fecal
FB0976
FB097620.CDF
cdf-fecal
FB0976
FB097621.CDF
cdf-fecal
FB0976
FB097622.CDF
cdf-fecal
FB0976
FB097623.CDF
cdf-fecal
FB0976
FB097624.CDF
cdf-fecal
FB0976
FB097625.CDF
cdf-fecal
FB0976
FB097626.CDF
cdf-fecal
FB0976
FB097627.CDF
cdf-fecal
FB0976
FB097628.CDF
cdf-fecal
FB0976
FB097629.CDF
cdf-fecal
FB0976
FB097630.CDF
cdf-fecal
FB0976
FB097631.CDF
cdf-fecal
FB0976
FB097632.CDF
cdf-fecal
FB0976
FB097633.CDF
cdf-fecal
FB0976
FB097634.CDF
cdf-fecal
FB0976
FB097635.CDF
cdf-fecal
FB0976
FB097636.CDF
cdf-fecal
FB0976
FB097637.CDF
cdf-fecal
FB0977
FB097701.CDF
cdf-fecal
FB0977
FB097702.CDF
cdf-fecal
FB0977
FB097703.CDF
cdf-fecal
FB0977
FB097704.CDF
cdf-fecal
FB0977
FB097705.CDF
cdf-fecal
FB0977
FB097706.CDF
cdf-fecal
FB0977
FB097707.CDF
cdf-fecal
FB0977
FB097708.CDF
cdf-fecal
FB0977
FB097709.CDF
cdf-fecal
FB0977
FB097710.CDF
cdf-fecal
FB0977
FB097711.CDF
cdf-fecal
FB0977
FB097712.CDF
cdf-fecal
FB0977
FB097713.CDF
cdf-fecal
FB0977
FB097714.CDF
cdf-fecal
FB0977
FB097715.CDF
cdf-fecal
FB0977
FB097716.CDF
cdf-fecal
FB0977
FB097717.CDF
cdf-fecal
FB0977
FB097718.CDF
cdf-fecal
FB0977
FB097719.CDF
cdf-fecal
FB0977
FB097720.CDF
cdf-fecal
FB0977
FB097721.CDF
cdf-fecal
FB0977
FB097722.CDF
cdf-fecal
FB0977
FB097723.CDF
cdf-fecal
FB0977
FB097724.CDF
cdf-fecal
FB0977
FB097725.CDF
cdf-fecal
FB0977
FB097726.CDF
cdf-fecal
FB0977
FB097727.CDF
cdf-fecal
FB0977
FB097728.CDF
cdf-fecal
FB0977
FB097729.CDF
cdf-fecal
FB0977
FB097730.CDF
cdf-fecal
FB0977
FB097731.CDF
cdf-fecal
FB0977
FB097732.CDF
cdf-fecal
FB0977
FB097733.CDF
cdf-fecal
FB0977
FB097734.CDF
cdf-fecal
FB0977
FB097735.CDF
cdf-fecal
FB0977
FB097736.CDF
cdf-fecal
FB0977
FB097737.CDF
cdf-fecal
FB0978
FB097801.CDF
cdf-fecal
FB0978
FB097802.CDF
cdf-fecal
FB0978
FB097803.CDF
cdf-fecal
FB0978
FB097804.CDF
cdf-fecal
FB0978
FB097805.CDF
cdf-fecal
FB0978
FB097806.CDF
cdf-fecal
FB0978
FB097807.CDF
cdf-fecal
FB0978
FB097808.CDF
cdf-fecal
FB0978
FB097809.CDF
cdf-fecal
FB0978
FB097810.CDF
cdf-fecal
FB0978
FB097811.CDF
cdf-fecal
FB0978
FB097812.CDF
cdf-fecal
FB0978
FB097813.CDF
cdf-fecal
FB0978
FB097814.CDF
cdf-fecal
FB0978
FB097815.CDF
cdf-fecal
FB0978
FB097816.CDF
cdf-fecal
FB0978
FB097817.CDF
cdf-fecal
FB0978
FB097818.CDF
cdf-fecal
FB0978
FB097819.CDF
cdf-fecal
FB0978
FB097820.CDF
cdf-fecal
FB0978
FB097821.CDF
cdf-fecal
FB0978
FB097822.CDF
cdf-fecal
FB0978
FB097823.CDF
cdf-fecal
FB0978
FB097824.CDF
cdf-fecal
FB0978
FB097825.CDF
cdf-fecal
FB0978
FB097826.CDF
cdf-fecal
FB0978
FB097827.CDF
cdf-fecal
FB0978
FB097828.CDF
cdf-fecal
FB0978
FB097829.CDF
cdf-fecal
FB0978
FB097830.CDF
cdf-fecal
FB0978
FB097831.CDF
cdf-fecal
FB0978
FB097832.CDF
cdf-fecal
FB0978
FB097833.CDF
cdf-fecal
FB0978
FB097834.CDF
cdf-fecal
FB0978
FB097835.CDF
cdf-fecal
FB0978
FB097836.CDF
cdf-fecal
FB0978
FB097837.CDF
cdf-fecal
FB0979
FB097901.CDF
cdf-fecal
FB0979
FB097902.CDF
cdf-fecal
FB0979
FB097903.CDF
cdf-fecal
FB0979
FB097904.CDF
cdf-fecal
FB0979
FB097905.CDF
cdf-fecal
FB0979
FB097906.CDF
cdf-fecal
FB0979
FB097907.CDF
cdf-fecal
FB0979
FB097908.CDF
cdf-fecal
FB0979
FB097909.CDF
cdf-fecal
FB0979
FB097910.CDF
cdf-fecal
FB0979
FB097911.CDF
cdf-fecal
FB0979
FB097912.CDF
cdf-fecal
FB0979
FB097913.CDF
cdf-fecal
FB0979
FB097914.CDF
cdf-fecal
FB0979
FB097915.CDF
cdf-fecal
FB0979
FB097916.CDF
cdf-fecal
FB0979
FB097917.CDF
cdf-fecal
FB0979
FB097918.CDF
cdf-fecal
FB0979
FB097919.CDF
cdf-fecal
FB0979
FB097920.CDF
cdf-fecal
FB0979
FB097921.CDF
cdf-fecal
FB0979
FB097922.CDF
cdf-fecal
FB0979
FB097923.CDF
cdf-fecal
FB0979
FB097924.CDF
cdf-fecal
FB0979
FB097925.CDF
cdf-fecal
FB0979
FB097926.CDF
cdf-fecal
FB0979
FB097927.CDF
cdf-fecal
FB0979
FB097928.CDF
cdf-fecal
FB0979
FB097929.CDF
cdf-fecal
FB0979
FB097930.CDF
cdf-fecal
FB0979
FB097931.CDF
cdf-fecal
FB0979
FB097932.CDF
cdf-fecal
FB0979
FB097933.CDF
cdf-fecal
FB0979
FB097934.CDF
cdf-fecal
FB0979
FB097935.CDF
cdf-fecal
FB0979
FB097936.CDF
cdf-fecal
FB0979
FB097937.CDF
cdf-fecal
FB0980
FB098001.CDF
cdf-fecal
FB0980
FB098002.CDF
cdf-fecal
FB0980
FB098003.CDF
cdf-fecal
FB0980
FB098004.CDF
cdf-fecal
FB0980
FB098005.CDF
cdf-fecal
FB0980
FB098006.CDF
cdf-fecal
FB0980
FB098007.CDF
cdf-fecal
FB0980
FB098008.CDF
cdf-fecal
FB0980
FB098009.CDF
cdf-fecal
FB0980
FB098010.CDF
cdf-fecal
FB0980
FB098011.CDF
cdf-fecal
FB0980
FB098012.CDF
cdf-fecal
FB0980
FB098013.CDF
cdf-fecal
FB0980
FB098014.CDF
cdf-fecal
FB0980
FB098015.CDF
cdf-fecal
FB0980
FB098016.CDF
cdf-fecal
FB0980
FB098017.CDF
cdf-fecal
FB0980
FB098018.CDF
cdf-fecal
FB0980
FB098019.CDF
cdf-fecal
FB0980
FB098020.CDF
cdf-fecal
FB0980
FB098021.CDF
cdf-fecal
FB0980
FB098022.CDF
cdf-fecal
FB0980
FB098023.CDF
cdf-fecal
FB0980
FB098024.CDF
cdf-fecal
FB0980
FB098025.CDF
cdf-fecal
FB0980
FB098026.CDF
cdf-fecal
FB0980
FB098027.CDF
cdf-fecal
FB0980
FB098028.CDF
cdf-fecal
FB0980
FB098029.CDF
cdf-fecal
FB0980
FB098030.CDF
cdf-fecal
FB0980
FB098031.CDF
cdf-fecal
FB0980
FB098032.CDF
cdf-fecal
FB0980
FB098033.CDF
cdf-fecal
FB0980
FB098034.CDF
cdf-fecal
FB0980
FB098035.CDF
cdf-fecal
FB0980
FB098036.CDF
cdf-fecal
FB0980
FB098037.CDF
cdf-fecal
FB0981
FB098101.CDF
cdf-fecal
FB0981
FB098102.CDF
cdf-fecal
FB0981
FB098103.CDF
cdf-fecal
FB0981
FB098104.CDF
cdf-fecal
FB0981
FB098105.CDF
cdf-fecal
FB0981
FB098106.CDF
cdf-fecal
FB0981
FB098107.CDF
cdf-fecal
FB0981
FB098108.CDF
cdf-fecal
FB0981
FB098109.CDF
cdf-fecal
FB0981
FB098110.CDF
cdf-fecal
FB0981
FB098111.CDF
cdf-fecal
FB0981
FB098112.CDF
cdf-fecal
FB0981
FB098113.CDF
cdf-fecal
FB0981
FB098114.CDF
cdf-fecal
FB0981
FB098115.CDF
cdf-fecal
FB0981
FB098116.CDF
cdf-fecal
FB0981
FB098117.CDF
cdf-fecal
FB0981
FB098118.CDF
cdf-fecal
FB0981
FB098119.CDF
cdf-fecal
FB0981
FB098120.CDF
cdf-fecal
FB0981
FB098121.CDF
cdf-fecal
FB0981
FB098122.CDF
cdf-fecal
FB0981
FB098123.CDF
cdf-fecal
FB0981
FB098124.CDF
cdf-fecal
FB0981
FB098125.CDF
cdf-fecal
FB0981
FB098126.CDF
cdf-fecal
FB0981
FB098127.CDF
cdf-fecal
FB0981
FB098128.CDF
cdf-fecal
FB0981
FB098129.CDF
cdf-fecal
FB0981
FB098130.CDF
cdf-fecal
FB0981
FB098131.CDF
cdf-fecal
FB0981
FB098132.CDF
cdf-fecal
FB0981
FB098133.CDF
cdf-fecal
FB0981
FB098134.CDF
cdf-fecal
FB0981
FB098135.CDF
cdf-fecal
FB0981
FB098136.CDF
cdf-fecal
FB0981
FB098137.CDF
cdf-fecal
FB0982
FB098201.CDF
cdf-fecal
FB0982
FB098202.CDF
cdf-fecal
FB0982
FB098203.CDF
cdf-fecal
FB0982
FB098204.CDF
cdf-fecal
FB0982
FB098205.CDF
cdf-fecal
FB0982
FB098206.CDF
cdf-fecal
FB0982
FB098207.CDF
cdf-fecal
FB0982
FB098208.CDF
cdf-fecal
FB0982
FB098209.CDF
cdf-fecal
FB0982
FB098210.CDF
cdf-fecal
FB0982
FB098211.CDF
cdf-fecal
FB0982
FB098212.CDF
cdf-fecal
FB0982
FB098213.CDF
cdf-fecal
FB0982
FB098214.CDF
cdf-fecal
FB0982
FB098215.CDF
cdf-fecal
FB0982
FB098216.CDF
cdf-fecal
FB0982
FB098217.CDF
cdf-fecal
FB0982
FB098218.CDF
cdf-fecal
FB0982
FB098219.CDF
cdf-fecal
FB0982
FB098220.CDF
cdf-fecal
FB0982
FB098221.CDF
cdf-fecal
FB0982
FB098222.CDF
cdf-fecal
FB0982
FB098223.CDF
cdf-fecal
FB0982
FB098224.CDF
cdf-fecal
FB0982
FB098225.CDF
cdf-fecal
FB0982
FB098226.CDF
cdf-fecal
FB0982
FB098227.CDF
cdf-fecal
FB0982
FB098228.CDF
cdf-fecal
FB0982
FB098229.CDF
cdf-fecal
FB0982
FB098230.CDF
cdf-fecal
FB0982
FB098231.CDF
cdf-fecal
FB0982
FB098232.CDF
cdf-fecal
FB0982
FB098233.CDF
cdf-fecal
FB0982
FB098234.CDF
cdf-fecal
FB0982
FB098235.CDF
cdf-fecal
FB0982
FB098236.CDF
cdf-fecal
FB0982
FB098237.CDF
cdf-fecal
FB0983
FB098301.CDF
cdf-fecal
FB0983
FB098302.CDF
cdf-fecal
FB0983
FB098303.CDF
cdf-fecal
FB0983
FB098304.CDF
cdf-fecal
FB0983
FB098305.CDF
cdf-fecal
FB0983
FB098306.CDF
cdf-fecal
FB0983
FB098307.CDF
cdf-fecal
FB0983
FB098308.CDF
cdf-fecal
FB0983
FB098309.CDF
cdf-fecal
FB0983
FB098310.CDF
cdf-fecal
FB0983
FB098311.CDF
cdf-fecal
FB0983
FB098312.CDF
cdf-fecal
FB0983
FB098313.CDF
cdf-fecal
FB0983
FB098314.CDF
cdf-fecal
FB0983
FB098315.CDF
cdf-fecal
FB0983
FB098316.CDF
cdf-fecal
FB0983
FB098317.CDF
cdf-fecal
FB0983
FB098318.CDF
cdf-fecal
FB0983
FB098319.CDF
cdf-fecal
FB0983
FB098320.CDF
cdf-fecal
FB0983
FB098321.CDF
cdf-fecal
FB0983
FB098322.CDF
cdf-fecal
FB0983
FB098323.CDF
cdf-fecal
FB0983
FB098324.CDF
cdf-fecal
FB0983
FB098325.CDF
cdf-fecal
FB0983
FB098326.CDF
cdf-fecal
FB0983
FB098327.CDF
cdf-fecal
FB0983
FB098328.CDF
cdf-fecal
FB0983
FB098329.CDF
cdf-fecal
FB0983
FB098330.CDF
cdf-fecal
FB0983
FB098331.CDF
cdf-fecal
FB0983
FB098332.CDF
cdf-fecal
FB0983
FB098333.CDF
cdf-fecal
FB0983
FB098334.CDF
cdf-fecal
FB0983
FB098335.CDF
cdf-fecal
FB0983
FB098336.CDF
cdf-fecal
FB0983
FB098337.CDF
cdf-fecal
FB0984
FB098401.CDF
cdf-fecal
FB0984
FB098402.CDF
cdf-fecal
FB0984
FB098403.CDF
cdf-fecal
FB0984
FB098404.CDF
cdf-fecal
FB0984
FB098405.CDF
cdf-fecal
FB0984
FB098406.CDF
cdf-fecal
FB0984
FB098407.CDF
cdf-fecal
FB0984
FB098408.CDF
cdf-fecal
FB0984
FB098409.CDF
cdf-fecal
FB0984
FB098410.CDF
cdf-fecal
FB0984
FB098411.CDF
cdf-fecal
FB0984
FB098412.CDF
cdf-fecal
FB0984
FB098413.CDF
cdf-fecal
FB0984
FB098414.CDF
cdf-fecal
FB0984
FB098415.CDF
cdf-fecal
FB0984
FB098416.CDF
cdf-fecal
FB0984
FB098417.CDF
cdf-fecal
FB0984
FB098418.CDF
cdf-fecal
FB0984
FB098419.CDF
cdf-fecal
FB0984
FB098420.CDF
cdf-fecal
FB0984
FB098421.CDF
cdf-fecal
FB0984
FB098422.CDF
cdf-fecal
FB0984
FB098423.CDF
cdf-fecal
FB0984
FB098424.CDF
cdf-fecal
FB0984
FB098425.CDF
cdf-fecal
FB0984
FB098426.CDF
cdf-fecal
FB0984
FB098427.CDF
cdf-fecal
FB0984
FB098428.CDF
cdf-fecal
FB0984
FB098429.CDF
cdf-fecal
FB0984
FB098430.CDF
cdf-fecal
FB0984
FB098431.CDF
cdf-fecal
FB0984
FB098432.CDF
cdf-fecal
FB0984
FB098433.CDF
cdf-fecal
FB0984
FB098434.CDF
cdf-fecal
FB0984
FB098435.CDF
cdf-fecal
FB0984
FB098436.CDF
cdf-fecal
FB0984
FB098437.CDF
cdf-fecal
FB0985
FB098501.CDF
cdf-fecal
FB0985
FB098502.CDF
cdf-fecal
FB0985
FB098503.CDF
cdf-fecal
FB0985
FB098504.CDF
cdf-fecal
FB0985
FB098505.CDF
cdf-fecal
FB0985
FB098506.CDF
cdf-fecal
FB0985
FB098507.CDF
cdf-fecal
FB0985
FB098508.CDF
cdf-fecal
FB0985
FB098509.CDF
cdf-fecal
FB0985
FB098510.CDF
cdf-fecal
FB0985
FB098511.CDF
cdf-fecal
FB0985
FB098512.CDF
cdf-fecal
FB0985
FB098513.CDF
cdf-fecal
FB0985
FB098514.CDF
cdf-fecal
FB0985
FB098515.CDF
cdf-fecal
FB0985
FB098516.CDF
cdf-fecal
FB0985
FB098517.CDF
cdf-fecal
FB0985
FB098518.CDF
cdf-fecal
FB0985
FB098519.CDF
cdf-fecal
FB0985
FB098520.CDF
cdf-fecal
FB0985
FB098521.CDF
cdf-fecal
FB0985
FB098522.CDF
cdf-fecal
FB0985
FB098523.CDF
cdf-fecal
FB0985
FB098524.CDF
cdf-fecal
FB0985
FB098525.CDF
cdf-fecal
FB0985
FB098526.CDF
cdf-fecal
FB0985
FB098527.CDF
cdf-fecal
FB0985
FB098528.CDF
cdf-fecal
FB0985
FB098529.CDF
cdf-fecal
FB0985
FB098530.CDF
cdf-fecal
FB0985
FB098531.CDF
cdf-fecal
FB0985
FB098532.CDF
cdf-fecal
FB0985
FB098533.CDF
cdf-fecal
FB0985
FB098534.CDF
cdf-fecal
FB0985
FB098535.CDF
cdf-fecal
FB0985
FB098536.CDF
cdf-fecal
FB0985
FB098537.CDF
cdf-fecal
FB0986
FB098601.CDF
cdf-fecal
FB0986
FB098602.CDF
cdf-fecal
FB0986
FB098603.CDF
cdf-fecal
FB0986
FB098604.CDF
cdf-fecal
FB0986
FB098605.CDF
cdf-fecal
FB0986
FB098606.CDF
cdf-fecal
FB0986
FB098607.CDF
cdf-fecal
FB0986
FB098608.CDF
cdf-fecal
FB0986
FB098609.CDF
cdf-fecal
FB0986
FB098610.CDF
cdf-fecal
FB0986
FB098611.CDF
cdf-fecal
FB0986
FB098612.CDF
cdf-fecal
FB0986
FB098613.CDF
cdf-fecal
FB0986
FB098614.CDF
cdf-fecal
FB0986
FB098615.CDF
cdf-fecal
FB0986
FB098616.CDF
cdf-fecal
FB0986
FB098617.CDF
cdf-fecal
FB0986
FB098618.CDF
cdf-fecal
FB0986
FB098619.CDF
cdf-fecal
FB0986
FB098620.CDF
cdf-fecal
FB0986
FB098621.CDF
cdf-fecal
FB0986
FB098622.CDF
cdf-fecal
FB0986
FB098623.CDF
cdf-fecal
FB0986
FB098624.CDF
cdf-fecal
FB0986
FB098625.CDF
cdf-fecal
FB0986
FB098626.CDF
cdf-fecal
FB0986
FB098627.CDF
cdf-fecal
FB0986
FB098628.CDF
cdf-fecal
FB0986
FB098629.CDF
cdf-fecal
FB0986
FB098630.CDF
cdf-fecal
FB0986
FB098631.CDF
cdf-fecal
FB0986
FB098632.CDF
cdf-fecal
FB0986
FB098633.CDF
cdf-fecal
FB0986
FB098634.CDF
cdf-fecal
FB0986
FB098635.CDF
cdf-fecal
FB0986
FB098636.CDF
cdf-fecal
FB0986
FB098637.CDF
cdf-fecal
FB0987
FB098701.CDF
cdf-fecal
FB0987
FB098702.CDF
cdf-fecal
FB0987
FB098703.CDF
cdf-fecal
FB0987
FB098704.CDF
cdf-fecal
FB0987
FB098705.CDF
cdf-fecal
FB0987
FB098706.CDF
cdf-fecal
FB0987
FB098707.CDF
cdf-fecal
FB0987
FB098708.CDF
cdf-fecal
FB0987
FB098709.CDF
cdf-fecal
FB0987
FB098710.CDF
cdf-fecal
FB0987
FB098711.CDF
cdf-fecal
FB0987
FB098712.CDF
cdf-fecal
FB0987
FB098713.CDF
cdf-fecal
FB0987
FB098714.CDF
cdf-fecal
FB0987
FB098715.CDF
cdf-fecal
FB0987
FB098716.CDF
cdf-fecal
FB0987
FB098717.CDF
cdf-fecal
FB0987
FB098718.CDF
cdf-fecal
FB0987
FB098719.CDF
cdf-fecal
FB0987
FB098720.CDF
cdf-fecal
FB0987
FB098721.CDF
cdf-fecal
FB0987
FB098722.CDF
cdf-fecal
FB0987
FB098723.CDF
cdf-fecal
FB0987
FB098724.CDF
cdf-fecal
FB0987
FB098725.CDF
cdf-fecal
FB0987
FB098726.CDF
cdf-fecal
FB0987
FB098727.CDF
cdf-fecal
FB0987
FB098728.CDF
cdf-fecal
FB0987
FB098729.CDF
cdf-fecal
FB0987
FB098730.CDF
cdf-fecal
FB0987
FB098731.CDF
cdf-fecal
FB0987
FB098732.CDF
cdf-fecal
FB0987
FB098733.CDF
cdf-fecal
FB0987
FB098734.CDF
cdf-fecal
FB0987
FB098735.CDF
cdf-fecal
FB0987
FB098736.CDF
cdf-fecal
FB0987
FB098737.CDF
cdf-fecal
FB0988
FB098801.CDF
cdf-fecal
FB0988
FB098802.CDF
cdf-fecal
FB0988
FB098803.CDF
cdf-fecal
FB0988
FB098804.CDF
cdf-fecal
FB0988
FB098805.CDF
cdf-fecal
FB0988
FB098806.CDF
cdf-fecal
FB0988
FB098807.CDF
cdf-fecal
FB0988
FB098808.CDF
cdf-fecal
FB0988
FB098809.CDF
cdf-fecal
FB0988
FB098810.CDF
cdf-fecal
FB0988
FB098811.CDF
cdf-fecal
FB0988
FB098812.CDF
cdf-fecal
FB0988
FB098813.CDF
cdf-fecal
FB0988
FB098814.CDF
cdf-fecal
FB0988
FB098815.CDF
cdf-fecal
FB0988
FB098816.CDF
cdf-fecal
FB0988
FB098817.CDF
cdf-fecal
FB0988
FB098818.CDF
cdf-fecal
FB0988
FB098819.CDF
cdf-fecal
FB0988
FB098820.CDF
cdf-fecal
FB0988
FB098821.CDF
cdf-fecal
FB0988
FB098822.CDF
cdf-fecal
FB0988
FB098823.CDF
cdf-fecal
FB0988
FB098824.CDF
cdf-fecal
FB0988
FB098825.CDF
cdf-fecal
FB0988
FB098826.CDF
cdf-fecal
FB0988
FB098827.CDF
cdf-fecal
FB0988
FB098828.CDF
cdf-fecal
FB0988
FB098829.CDF
cdf-fecal
FB0988
FB098830.CDF
cdf-fecal
FB0988
FB098831.CDF
cdf-fecal
FB0988
FB098832.CDF
cdf-fecal
FB0988
FB098833.CDF
cdf-fecal
FB0988
FB098834.CDF
cdf-fecal
FB0988
FB098835.CDF
cdf-fecal
FB0988
FB098836.CDF
cdf-fecal
FB0988
FB098837.CDF
cdf-fecal
FB0989
FB098901.CDF
cdf-fecal
FB0989
FB098902.CDF
cdf-fecal
FB0989
FB098903.CDF
cdf-fecal
FB0989
FB098904.CDF
cdf-fecal
FB0989
FB098905.CDF
cdf-fecal
FB0989
FB098906.CDF
cdf-fecal
FB0989
FB098907.CDF
cdf-fecal
FB0989
FB098908.CDF
cdf-fecal
FB0989
FB098909.CDF
cdf-fecal
FB0989
FB098910.CDF
cdf-fecal
FB0989
FB098911.CDF
cdf-fecal
FB0989
FB098912.CDF
cdf-fecal
FB0989
FB098913.CDF
cdf-fecal
FB0989
FB098914.CDF
cdf-fecal
FB0989
FB098915.CDF
cdf-fecal
FB0989
FB098916.CDF
cdf-fecal
FB0989
FB098917.CDF
cdf-fecal
FB0989
FB098918.CDF
cdf-fecal
FB0989
FB098919.CDF
cdf-fecal
FB0989
FB098920.CDF
cdf-fecal
FB0989
FB098921.CDF
cdf-fecal
FB0989
FB098922.CDF
cdf-fecal
FB0989
FB098923.CDF
cdf-fecal
FB0989
FB098924.CDF
cdf-fecal
FB0989
FB098925.CDF
cdf-fecal
FB0989
FB098926.CDF
cdf-fecal
FB0989
FB098927.CDF
cdf-fecal
FB0989
FB098928.CDF
cdf-fecal
FB0989
FB098929.CDF
cdf-fecal
FB0989
FB098930.CDF
cdf-fecal
FB0989
FB098931.CDF
cdf-fecal
FB0989
FB098932.CDF
cdf-fecal
FB0989
FB098933.CDF
cdf-fecal
FB0989
FB098934.CDF
cdf-fecal
FB0989
FB098935.CDF
cdf-fecal
FB0989
FB098936.CDF
cdf-fecal
FB0989
FB098937.CDF
cdf-fecal
FB0990
FB099001.CDF
cdf-fecal
FB0990
FB099002.CDF
cdf-fecal
FB0990
FB099003.CDF
cdf-fecal
FB0990
FB099004.CDF
cdf-fecal
FB0990
FB099005.CDF
cdf-fecal
FB0990
FB099006.CDF
cdf-fecal
FB0990
FB099007.CDF
cdf-fecal
FB0990
FB099008.CDF
cdf-fecal
FB0990
FB099009.CDF
cdf-fecal
FB0990
FB099010.CDF
cdf-fecal
FB0990
FB099011.CDF
cdf-fecal
FB0990
FB099012.CDF
cdf-fecal
FB0990
FB099013.CDF
cdf-fecal
FB0990
FB099014.CDF
cdf-fecal
FB0990
FB099015.CDF
cdf-fecal
FB0990
FB099016.CDF
cdf-fecal
FB0990
FB099017.CDF
cdf-fecal
FB0990
FB099018.CDF
cdf-fecal
FB0990
FB099019.CDF
cdf-fecal
FB0990
FB099020.CDF
cdf-fecal
FB0990
FB099021.CDF
cdf-fecal
FB0990
FB099022.CDF
cdf-fecal
FB0990
FB099023.CDF
cdf-fecal
FB0990
FB099024.CDF
cdf-fecal
FB0990
FB099025.CDF
cdf-fecal
FB0990
FB099026.CDF
cdf-fecal
FB0990
FB099027.CDF
cdf-fecal
FB0990
FB099028.CDF
cdf-fecal
FB0990
FB099029.CDF
cdf-fecal
FB0990
FB099030.CDF
cdf-fecal
FB0990
FB099031.CDF
cdf-fecal
FB0990
FB099032.CDF
cdf-fecal
FB0990
FB099033.CDF
cdf-fecal
FB0990
FB099034.CDF
cdf-fecal
FB0990
FB099035.CDF
cdf-fecal
FB0990
FB099036.CDF
cdf-fecal
FB0990
FB099037.CDF
cdf-fecal
FB0991
FB099101.CDF
cdf-fecal
FB0991
FB099102.CDF
cdf-fecal
FB0991
FB099103.CDF
cdf-fecal
FB0991
FB099104.CDF
cdf-fecal
FB0991
FB099105.CDF
cdf-fecal
FB0991
FB099106.CDF
cdf-fecal
FB0991
FB099107.CDF
cdf-fecal
FB0991
FB099108.CDF
cdf-fecal
FB0991
FB099109.CDF
cdf-fecal
FB0991
FB099110.CDF
cdf-fecal
FB0991
FB099111.CDF
cdf-fecal
FB0991
FB099112.CDF
cdf-fecal
FB0991
FB099113.CDF
cdf-fecal
FB0991
FB099114.CDF
cdf-fecal
FB0991
FB099115.CDF
cdf-fecal
FB0991
FB099116.CDF
cdf-fecal
FB0991
FB099117.CDF
cdf-fecal
FB0991
FB099118.CDF
cdf-fecal
FB0991
FB099119.CDF
cdf-fecal
FB0991
FB099120.CDF
cdf-fecal
FB0991
FB099121.CDF
cdf-fecal
FB0991
FB099122.CDF
cdf-fecal
FB0991
FB099123.CDF
cdf-fecal
FB0991
FB099124.CDF
cdf-fecal
FB0991
FB099125.CDF
cdf-fecal
FB0991
FB099126.CDF
cdf-fecal
FB0991
FB099127.CDF
cdf-fecal
FB0991
FB099128.CDF
cdf-fecal
FB0991
FB099129.CDF
cdf-fecal
FB0991
FB099130.CDF
cdf-fecal
FB0991
FB099131.CDF
cdf-fecal
FB0991
FB099132.CDF
cdf-fecal
FB0991
FB099133.CDF
cdf-fecal
FB0991
FB099134.CDF
cdf-fecal
FB0991
FB099135.CDF
cdf-fecal
FB0991
FB099136.CDF
cdf-fecal
FB0991
FB099137.CDF
cdf-fecal
FB0992
FB099201.CDF
cdf-fecal
FB0992
FB099202.CDF
cdf-fecal
FB0992
FB099203.CDF
cdf-fecal
FB0992
FB099204.CDF
cdf-fecal
FB0992
FB099205.CDF
cdf-fecal
FB0992
FB099206.CDF
cdf-fecal
FB0992
FB099207.CDF
cdf-fecal
FB0992
FB099208.CDF
cdf-fecal
FB0992
FB099209.CDF
cdf-fecal
FB0992
FB099210.CDF
cdf-fecal
FB0992
FB099211.CDF
cdf-fecal
FB0992
FB099212.CDF
cdf-fecal
FB0992
FB099213.CDF
cdf-fecal
FB0992
FB099214.CDF
cdf-fecal
FB0992
FB099215.CDF
cdf-fecal
FB0992
FB099216.CDF
cdf-fecal
FB0992
FB099217.CDF
cdf-fecal
FB0992
FB099218.CDF
cdf-fecal
FB0992
FB099219.CDF
cdf-fecal
FB0992
FB099220.CDF
cdf-fecal
FB0992
FB099221.CDF
cdf-fecal
FB0992
FB099222.CDF
cdf-fecal
FB0992
FB099223.CDF
cdf-fecal
FB0992
FB099224.CDF
cdf-fecal
FB0992
FB099225.CDF
cdf-fecal
FB0992
FB099226.CDF
cdf-fecal
FB0992
FB099227.CDF
cdf-fecal
FB0992
FB099228.CDF
cdf-fecal
FB0992
FB099229.CDF
cdf-fecal
FB0992
FB099230.CDF
cdf-fecal
FB0992
FB099231.CDF
cdf-fecal
FB0992
FB099232.CDF
cdf-fecal
FB0992
FB099233.CDF
cdf-fecal
FB0992
FB099234.CDF
cdf-fecal
FB0992
FB099235.CDF
cdf-fecal
FB0992
FB099236.CDF
cdf-fecal
FB0992
FB099237.CDF
cdf-fecal
FB0993
FB099301.CDF
cdf-fecal
FB0993
FB099302.CDF
cdf-fecal
FB0993
FB099303.CDF
cdf-fecal
FB0993
FB099304.CDF
cdf-fecal
FB0993
FB099305.CDF
cdf-fecal
FB0993
FB099306.CDF
cdf-fecal
FB0993
FB099307.CDF
cdf-fecal
FB0993
FB099308.CDF
cdf-fecal
FB0993
FB099309.CDF
cdf-fecal
FB0993
FB099310.CDF
cdf-fecal
FB0993
FB099311.CDF
cdf-fecal
FB0993
FB099312.CDF
cdf-fecal
FB0993
FB099313.CDF
cdf-fecal
FB0993
FB099314.CDF
cdf-fecal
FB0993
FB099315.CDF
cdf-fecal
FB0993
FB099316.CDF
cdf-fecal
FB0993
FB099317.CDF
cdf-fecal
FB0993
FB099318.CDF
cdf-fecal
FB0993
FB099319.CDF
cdf-fecal
FB0993
FB099320.CDF
cdf-fecal
FB0993
FB099321.CDF
cdf-fecal
FB0993
FB099322.CDF
cdf-fecal
FB0993
FB099323.CDF
cdf-fecal
FB0993
FB099324.CDF
cdf-fecal
FB0993
FB099325.CDF
cdf-fecal
FB0993
FB099326.CDF
cdf-fecal
FB0993
FB099327.CDF
cdf-fecal
FB0993
FB099328.CDF
cdf-fecal
FB0993
FB099329.CDF
cdf-fecal
FB0993
FB099330.CDF
cdf-fecal
FB0993
FB099331.CDF
cdf-fecal
FB0993
FB099332.CDF
cdf-fecal
FB0993
FB099333.CDF
cdf-fecal
FB0993
FB099334.CDF
cdf-fecal
FB0993
FB099335.CDF
cdf-fecal
FB0993
FB099336.CDF
cdf-fecal
FB0993
FB099337.CDF
cdf-fecal
FB0994
FB099401.CDF
cdf-fecal
FB0994
FB099402.CDF
cdf-fecal
FB0994
FB099403.CDF
cdf-fecal
FB0994
FB099404.CDF
cdf-fecal
FB0994
FB099405.CDF
cdf-fecal
FB0994
FB099406.CDF
cdf-fecal
FB0994
FB099407.CDF
cdf-fecal
FB0994
FB099408.CDF
cdf-fecal
FB0994
FB099409.CDF
cdf-fecal
FB0994
FB099410.CDF
cdf-fecal
FB0994
FB099411.CDF
cdf-fecal
FB0994
FB099412.CDF
cdf-fecal
FB0994
FB099413.CDF
cdf-fecal
FB0994
FB099414.CDF
cdf-fecal
FB0994
FB099415.CDF
cdf-fecal
FB0994
FB099416.CDF
cdf-fecal
FB0994
FB099417.CDF
cdf-fecal
FB0994
FB099418.CDF
cdf-fecal
FB0994
FB099419.CDF
cdf-fecal
FB0994
FB099420.CDF
cdf-fecal
FB0994
FB099421.CDF
cdf-fecal
FB0994
FB099422.CDF
cdf-fecal
FB0994
FB099423.CDF
cdf-fecal
FB0994
FB099424.CDF
cdf-fecal
FB0994
FB099425.CDF
cdf-fecal
FB0994
FB099426.CDF
cdf-fecal
FB0994
FB099427.CDF
cdf-fecal
FB0994
FB099428.CDF
cdf-fecal
FB0994
FB099429.CDF
cdf-fecal
FB0994
FB099430.CDF
cdf-fecal
FB0994
FB099431.CDF
cdf-fecal
FB0994
FB099432.CDF
cdf-fecal
FB0994
FB099433.CDF
cdf-fecal
FB0994
FB099434.CDF
cdf-fecal
FB0994
FB099435.CDF
cdf-fecal
FB0994
FB099436.CDF
cdf-fecal
FB0994
FB099437.CDF
cdf-fecal
FB0995
FB099501.CDF
cdf-fecal
FB0995
FB099502.CDF
cdf-fecal
FB0995
FB099503.CDF
cdf-fecal
FB0995
FB099504.CDF
cdf-fecal
FB0995
FB099505.CDF
cdf-fecal
FB0995
FB099506.CDF
cdf-fecal
FB0995
FB099507.CDF
cdf-fecal
FB0995
FB099508.CDF
cdf-fecal
FB0995
FB099509.CDF
cdf-fecal
FB0995
FB099510.CDF
cdf-fecal
FB0995
FB099511.CDF
cdf-fecal
FB0995
FB099512.CDF
cdf-fecal
FB0995
FB099513.CDF
cdf-fecal
FB0995
FB099514.CDF
cdf-fecal
FB0995
FB099515.CDF
cdf-fecal
FB0995
FB099516.CDF
cdf-fecal
FB0995
FB099517.CDF
cdf-fecal
FB0995
FB099518.CDF
cdf-fecal
FB0995
FB099519.CDF
cdf-fecal
FB0995
FB099520.CDF
cdf-fecal
FB0995
FB099521.CDF
cdf-fecal
FB0995
FB099522.CDF
cdf-fecal
FB0995
FB099523.CDF
cdf-fecal
FB0995
FB099524.CDF
cdf-fecal
FB0995
FB099525.CDF
cdf-fecal
FB0995
FB099526.CDF
cdf-fecal
FB0995
FB099527.CDF
cdf-fecal
FB0995
FB099528.CDF
cdf-fecal
FB0995
FB099529.CDF
cdf-fecal
FB0995
FB099530.CDF
cdf-fecal
FB0995
FB099531.CDF
cdf-fecal
FB0995
FB099532.CDF
cdf-fecal
FB0995
FB099533.CDF
cdf-fecal
FB0995
FB099534.CDF
cdf-fecal
FB0995
FB099535.CDF
cdf-fecal
FB0995
FB099536.CDF
cdf-fecal
FB0995
FB099537.CDF
cdf-fecal
FB0996
FB099601.CDF
cdf-fecal
FB0996
FB099602.CDF
cdf-fecal
FB0996
FB099603.CDF
cdf-fecal
FB0996
FB099604.CDF
cdf-fecal
FB0996
FB099605.CDF
cdf-fecal
FB0996
FB099606.CDF
cdf-fecal
FB0996
FB099607.CDF
cdf-fecal
FB0996
FB099608.CDF
cdf-fecal
FB0996
FB099609.CDF
cdf-fecal
FB0996
FB099610.CDF
cdf-fecal
FB0996
FB099611.CDF
cdf-fecal
FB0996
FB099612.CDF
cdf-fecal
FB0996
FB099613.CDF
cdf-fecal
FB0996
FB099614.CDF
cdf-fecal
FB0996
FB099615.CDF
cdf-fecal
FB0996
FB099616.CDF
cdf-fecal
FB0996
FB099617.CDF
cdf-fecal
FB0996
FB099618.CDF
cdf-fecal
FB0996
FB099619.CDF
cdf-fecal
FB0996
FB099620.CDF
cdf-fecal
FB0996
FB099621.CDF
cdf-fecal
FB0996
FB099622.CDF
cdf-fecal
FB0996
FB099623.CDF
cdf-fecal
FB0996
FB099624.CDF
cdf-fecal
FB0996
FB099625.CDF
cdf-fecal
FB0996
FB099626.CDF
cdf-fecal
FB0996
FB099627.CDF
cdf-fecal
FB0996
FB099628.CDF
cdf-fecal
FB0996
FB099629.CDF
cdf-fecal
FB0996
FB099630.CDF
cdf-fecal
FB0996
FB099631.CDF
cdf-fecal
FB0996
FB099632.CDF
cdf-fecal
FB0996
FB099633.CDF
cdf-fecal
FB0996
FB099634.CDF
cdf-fecal
FB0996
FB099635.CDF
cdf-fecal
FB0996
FB099636.CDF
cdf-fecal
FB0996
FB099637.CDF
cdf-fecal
FB0997
FB099701.CDF
cdf-fecal
FB0997
FB099702.CDF
cdf-fecal
FB0997
FB099703.CDF
cdf-fecal
FB0997
FB099704.CDF
cdf-fecal
FB0997
FB099705.CDF
cdf-fecal
FB0997
FB099706.CDF
cdf-fecal
FB0997
FB099707.CDF
cdf-fecal
FB0997
FB099708.CDF
cdf-fecal
FB0997
FB099709.CDF
cdf-fecal
FB0997
FB099710.CDF
cdf-fecal
FB0997
FB099711.CDF
cdf-fecal
FB0997
FB099712.CDF
cdf-fecal
FB0997
FB099713.CDF
cdf-fecal
FB0997
FB099714.CDF
cdf-fecal
FB0997
FB099715.CDF
cdf-fecal
FB0997
FB099716.CDF
cdf-fecal
FB0997
FB099717.CDF
cdf-fecal
FB0997
FB099718.CDF
cdf-fecal
FB0997
FB099719.CDF
cdf-fecal
FB0997
FB099720.CDF
cdf-fecal
FB0997
FB099721.CDF
cdf-fecal
FB0997
FB099722.CDF
cdf-fecal
FB0997
FB099723.CDF
cdf-fecal
FB0997
FB099724.CDF
cdf-fecal
FB0997
FB099725.CDF
cdf-fecal
FB0997
FB099726.CDF
cdf-fecal
FB0997
FB099727.CDF
cdf-fecal
FB0997
FB099728.CDF
cdf-fecal
FB0997
FB099729.CDF
cdf-fecal
FB0997
FB099730.CDF
cdf-fecal
FB0997
FB099731.CDF
cdf-fecal
FB0997
FB099732.CDF
cdf-fecal
FB0997
FB099733.CDF
cdf-fecal
FB0997
FB099734.CDF
cdf-fecal
FB0997
FB099735.CDF
cdf-fecal
FB0997
FB099736.CDF
cdf-fecal
FB0997
FB099737.CDF
cdf-fecal
FB0998
FB099801.CDF
cdf-fecal
FB0998
FB099802.CDF
cdf-fecal
FB0998
FB099803.CDF
cdf-fecal
FB0998
FB099804.CDF
cdf-fecal
FB0998
FB099805.CDF
cdf-fecal
FB0998
FB099806.CDF
cdf-fecal
FB0998
FB099807.CDF
cdf-fecal
FB0998
FB099808.CDF
cdf-fecal
FB0998
FB099809.CDF
cdf-fecal
FB0998
FB099810.CDF
cdf-fecal
FB0998
FB099811.CDF
cdf-fecal
FB0998
FB099812.CDF
cdf-fecal
FB0998
FB099813.CDF
cdf-fecal
FB0998
FB099814.CDF
cdf-fecal
FB0998
FB099815.CDF
cdf-fecal
FB0998
FB099816.CDF
cdf-fecal
FB0998
FB099817.CDF
cdf-fecal
FB0998
FB099818.CDF
cdf-fecal
FB0998
FB099819.CDF
cdf-fecal
FB0998
FB099820.CDF
cdf-fecal
FB0998
FB099821.CDF
cdf-fecal
FB0998
FB099822.CDF
cdf-fecal
FB0998
FB099823.CDF
cdf-fecal
FB0998
FB099824.CDF
cdf-fecal
FB0998
FB099825.CDF
cdf-fecal
FB0998
FB099826.CDF
cdf-fecal
FB0998
FB099827.CDF
cdf-fecal
FB0998
FB099828.CDF
cdf-fecal
FB0998
FB099829.CDF
cdf-fecal
FB0998
FB099830.CDF
cdf-fecal
FB0998
FB099831.CDF
cdf-fecal
FB0998
FB099832.CDF
cdf-fecal
FB0998
FB099833.CDF
cdf-fecal
FB0998
FB099834.CDF
cdf-fecal
FB0998
FB099835.CDF
cdf-fecal
FB0998
FB099836.CDF
cdf-fecal
FB0998
FB099837.CDF
cdf-fecal
FB0999
FB099901.CDF
cdf-fecal
FB0999
FB099902.CDF
cdf-fecal
FB0999
FB099903.CDF
cdf-fecal
FB0999
FB099904.CDF
cdf-fecal
FB0999
FB099905.CDF
cdf-fecal
FB0999
FB099906.CDF
cdf-fecal
FB0999
FB099907.CDF
cdf-fecal
FB0999
FB099908.CDF
cdf-fecal
FB0999
FB099909.CDF
cdf-fecal
FB0999
FB099910.CDF
cdf-fecal
FB0999
FB099911.CDF
cdf-fecal
FB0999
FB099912.CDF
cdf-fecal
FB0999
FB099913.CDF
cdf-fecal
FB0999
FB099914.CDF
cdf-fecal
FB0999
FB099915.CDF
cdf-fecal
FB0999
FB099916.CDF
cdf-fecal
FB0999
FB099917.CDF
cdf-fecal
FB0999
FB099918.CDF
cdf-fecal
FB0999
FB099919.CDF
cdf-fecal
FB0999
FB099920.CDF
cdf-fecal
FB0999
FB099921.CDF
cdf-fecal
FB0999
FB099922.CDF
cdf-fecal
FB0999
FB099923.CDF
cdf-fecal
FB0999
FB099924.CDF
cdf-fecal
FB0999
FB099925.CDF
cdf-fecal
FB0999
FB099926.CDF
cdf-fecal
FB0999
FB099927.CDF
cdf-fecal
FB0999
FB099928.CDF
cdf-fecal
FB0999
FB099929.CDF
cdf-fecal
FB0999
FB099930.CDF
cdf-fecal
FB0999
FB099931.CDF
cdf-fecal
FB0999
FB099932.CDF
cdf-fecal
FB0999
FB099933.CDF
cdf-fecal
FB0999
FB099934.CDF
cdf-fecal
FB0999
FB099935.CDF
cdf-fecal
FB0999
FB099936.CDF
cdf-fecal
FB0999
FB099937.CDF
cdf-fecal
FB1000
FB100001.CDF
cdf-fecal
FB1000
FB100002.CDF
cdf-fecal
FB1000
FB100003.CDF
cdf-fecal
FB1000
FB100004.CDF
cdf-fecal
FB1000
FB100005.CDF
cdf-fecal
FB1000
FB100006.CDF
cdf-fecal
FB1000
FB100007.CDF
cdf-fecal
FB1000
FB100008.CDF
cdf-fecal
FB1000
FB100009.CDF
cdf-fecal
FB1000
FB100010.CDF
cdf-fecal
FB1000
FB100011.CDF
cdf-fecal
FB1000
FB100012.CDF
cdf-fecal
FB1000
FB100013.CDF
cdf-fecal
FB1000
FB100014.CDF
cdf-fecal
FB1000
FB100015.CDF
cdf-fecal
FB1000
FB100016.CDF
cdf-fecal
FB1000
FB100017.CDF
cdf-fecal
FB1000
FB100018.CDF
cdf-fecal
FB1000
FB100019.CDF
cdf-fecal
FB1000
FB100020.CDF
cdf-fecal
FB1000
FB100021.CDF
cdf-fecal
FB1000
FB100022.CDF
cdf-fecal
FB1000
FB100023.CDF
cdf-fecal
FB1000
FB100024.CDF
cdf-fecal
FB1000
FB100025.CDF
cdf-fecal
FB1000
FB100026.CDF
cdf-fecal
FB1000
FB100027.CDF
cdf-fecal
FB1000
FB100028.CDF
cdf-fecal
FB1000
FB100029.CDF
cdf-fecal
FB1000
FB100030.CDF
cdf-fecal
FB1000
FB100031.CDF
cdf-fecal
FB1000
FB100032.CDF
cdf-fecal
FB1000
FB100033.CDF
cdf-fecal
FB1000
FB100034.CDF
cdf-fecal
FB1000
FB100035.CDF
cdf-fecal
FB1000
FB100036.CDF
cdf-fecal
FB1000
FB100037.CDF
cdf-fecal
FB1001
FB100101.CDF
cdf-fecal
FB1001
FB100102.CDF
cdf-fecal
FB1001
FB100103.CDF
cdf-fecal
FB1001
FB100104.CDF
cdf-fecal
FB1001
FB100105.CDF
cdf-fecal
FB1001
FB100106.CDF
cdf-fecal
FB1001
FB100107.CDF
cdf-fecal
FB1001
FB100108.CDF
cdf-fecal
FB1001
FB100109.CDF
cdf-fecal
FB1001
FB100110.CDF
cdf-fecal
FB1001
FB100111.CDF
cdf-fecal
FB1001
FB100112.CDF
cdf-fecal
FB1001
FB100113.CDF
cdf-fecal
FB1001
FB100114.CDF
cdf-fecal
FB1001
FB100115.CDF
cdf-fecal
FB1001
FB100116.CDF
cdf-fecal
FB1001
FB100117.CDF
cdf-fecal
FB1001
FB100118.CDF
cdf-fecal
FB1001
FB100119.CDF
cdf-fecal
FB1001
FB100120.CDF
cdf-fecal
FB1001
FB100121.CDF
cdf-fecal
FB1001
FB100122.CDF
cdf-fecal
FB1001
FB100123.CDF
cdf-fecal
FB1001
FB100124.CDF
cdf-fecal
FB1001
FB100125.CDF
cdf-fecal
FB1001
FB100126.CDF
cdf-fecal
FB1001
FB100127.CDF
cdf-fecal
FB1001
FB100128.CDF
cdf-fecal
FB1001
FB100129.CDF
cdf-fecal
FB1001
FB100130.CDF
cdf-fecal
FB1001
FB100131.CDF
cdf-fecal
FB1001
FB100132.CDF
cdf-fecal
FB1001
FB100133.CDF
cdf-fecal
FB1001
FB100134.CDF
cdf-fecal
FB1001
FB100135.CDF
cdf-fecal
FB1001
FB100136.CDF
cdf-fecal
FB1001
FB100137.CDF
cdf-fecal
FB1002
FB100201.CDF
cdf-fecal
FB1002
FB100202.CDF
cdf-fecal
FB1002
FB100203.CDF
cdf-fecal
FB1002
FB100204.CDF
cdf-fecal
FB1002
FB100205.CDF
cdf-fecal
FB1002
FB100206.CDF
cdf-fecal
FB1002
FB100207.CDF
cdf-fecal
FB1002
FB100208.CDF
cdf-fecal
FB1002
FB100209.CDF
cdf-fecal
FB1002
FB100210.CDF
cdf-fecal
FB1002
FB100211.CDF
cdf-fecal
FB1002
FB100212.CDF
cdf-fecal
FB1002
FB100213.CDF
cdf-fecal
FB1002
FB100214.CDF
cdf-fecal
FB1002
FB100215.CDF
cdf-fecal
FB1002
FB100216.CDF
cdf-fecal
FB1002
FB100217.CDF
cdf-fecal
FB1002
FB100218.CDF
cdf-fecal
FB1002
FB100219.CDF
cdf-fecal
FB1002
FB100220.CDF
cdf-fecal
FB1002
FB100221.CDF
cdf-fecal
FB1002
FB100222.CDF
cdf-fecal
FB1002
FB100223.CDF
cdf-fecal
FB1002
FB100224.CDF
cdf-fecal
FB1002
FB100225.CDF
cdf-fecal
FB1002
FB100226.CDF
cdf-fecal
FB1002
FB100227.CDF
cdf-fecal
FB1002
FB100228.CDF
cdf-fecal
FB1002
FB100229.CDF
cdf-fecal
FB1002
FB100230.CDF
cdf-fecal
FB1002
FB100231.CDF
cdf-fecal
FB1002
FB100232.CDF
cdf-fecal
FB1002
FB100233.CDF
cdf-fecal
FB1002
FB100234.CDF
cdf-fecal
FB1002
FB100235.CDF
cdf-fecal
FB1002
FB100236.CDF
cdf-fecal
FB1002
FB100237.CDF
cdf-fecal
FB1003
FB100301.CDF
cdf-fecal
FB1003
FB100302.CDF
cdf-fecal
FB1003
FB100303.CDF
cdf-fecal
FB1003
FB100304.CDF
cdf-fecal
FB1003
FB100305.CDF
cdf-fecal
FB1003
FB100306.CDF
cdf-fecal
FB1003
FB100307.CDF
cdf-fecal
FB1003
FB100308.CDF
cdf-fecal
FB1003
FB100309.CDF
cdf-fecal
FB1003
FB100310.CDF
cdf-fecal
FB1003
FB100311.CDF
cdf-fecal
FB1003
FB100312.CDF
cdf-fecal
FB1003
FB100313.CDF
cdf-fecal
FB1003
FB100314.CDF
cdf-fecal
FB1003
FB100315.CDF
cdf-fecal
FB1003
FB100316.CDF
cdf-fecal
FB1003
FB100317.CDF
cdf-fecal
FB1003
FB100318.CDF
cdf-fecal
FB1003
FB100319.CDF
cdf-fecal
FB1003
FB100320.CDF
cdf-fecal
FB1003
FB100321.CDF
cdf-fecal
FB1003
FB100322.CDF
cdf-fecal
FB1003
FB100323.CDF
cdf-fecal
FB1003
FB100324.CDF
cdf-fecal
FB1003
FB100325.CDF
cdf-fecal
FB1003
FB100326.CDF
cdf-fecal
FB1003
FB100327.CDF
cdf-fecal
FB1003
FB100328.CDF
cdf-fecal
FB1003
FB100329.CDF
cdf-fecal
FB1003
FB100330.CDF
cdf-fecal
FB1003
FB100331.CDF
cdf-fecal
FB1003
FB100332.CDF
cdf-fecal
FB1003
FB100333.CDF
cdf-fecal
FB1003
FB100334.CDF
cdf-fecal
FB1003
FB100335.CDF
cdf-fecal
FB1003
FB100336.CDF
cdf-fecal
FB1003
FB100337.CDF
cdf-fecal
FB1004
FB100401.CDF
cdf-fecal
FB1004
FB100402.CDF
cdf-fecal
FB1004
FB100403.CDF
cdf-fecal
FB1004
FB100404.CDF
cdf-fecal
FB1004
FB100405.CDF
cdf-fecal
FB1004
FB100406.CDF
cdf-fecal
FB1004
FB100407.CDF
cdf-fecal
FB1004
FB100408.CDF
cdf-fecal
FB1004
FB100409.CDF
cdf-fecal
FB1004
FB100410.CDF
cdf-fecal
FB1004
FB100411.CDF
cdf-fecal
FB1004
FB100412.CDF
cdf-fecal
FB1004
FB100413.CDF
cdf-fecal
FB1004
FB100414.CDF
cdf-fecal
FB1004
FB100415.CDF
cdf-fecal
FB1004
FB100416.CDF
cdf-fecal
FB1004
FB100417.CDF
cdf-fecal
FB1004
FB100418.CDF
cdf-fecal
FB1004
FB100419.CDF
cdf-fecal
FB1004
FB100420.CDF
cdf-fecal
FB1004
FB100421.CDF
cdf-fecal
FB1004
FB100422.CDF
cdf-fecal
FB1004
FB100423.CDF
cdf-fecal
FB1004
FB100424.CDF
cdf-fecal
FB1004
FB100425.CDF
cdf-fecal
FB1004
FB100426.CDF
cdf-fecal
FB1004
FB100427.CDF
cdf-fecal
FB1004
FB100428.CDF
cdf-fecal
FB1004
FB100429.CDF
cdf-fecal
FB1004
FB100430.CDF
cdf-fecal
FB1004
FB100431.CDF
cdf-fecal
FB1004
FB100432.CDF
cdf-fecal
FB1004
FB100433.CDF
cdf-fecal
FB1004
FB100434.CDF
cdf-fecal
FB1004
FB100435.CDF
cdf-fecal
FB1004
FB100436.CDF
cdf-fecal
FB1004
FB100437.CDF
cdf-fecal
FB1005
FB100501.CDF
cdf-fecal
FB1005
FB100502.CDF
cdf-fecal
FB1005
FB100503.CDF
cdf-fecal
FB1005
FB100504.CDF
cdf-fecal
FB1005
FB100505.CDF
cdf-fecal
FB1005
FB100506.CDF
cdf-fecal
FB1005
FB100507.CDF
cdf-fecal
FB1005
FB100508.CDF
cdf-fecal
FB1005
FB100509.CDF
cdf-fecal
FB1005
FB100510.CDF
cdf-fecal
FB1005
FB100511.CDF
cdf-fecal
FB1005
FB100512.CDF
cdf-fecal
FB1005
FB100513.CDF
cdf-fecal
FB1005
FB100514.CDF
cdf-fecal
FB1005
FB100515.CDF
cdf-fecal
FB1005
FB100516.CDF
cdf-fecal
FB1005
FB100517.CDF
cdf-fecal
FB1005
FB100518.CDF
cdf-fecal
FB1005
FB100519.CDF
cdf-fecal
FB1005
FB100520.CDF
cdf-fecal
FB1005
FB100521.CDF
cdf-fecal
FB1005
FB100522.CDF
cdf-fecal
FB1005
FB100523.CDF
cdf-fecal
FB1005
FB100524.CDF
cdf-fecal
FB1005
FB100525.CDF
cdf-fecal
FB1005
FB100526.CDF
cdf-fecal
FB1005
FB100527.CDF
cdf-fecal
FB1005
FB100528.CDF
cdf-fecal
FB1005
FB100529.CDF
cdf-fecal
FB1005
FB100530.CDF
cdf-fecal
FB1005
FB100531.CDF
cdf-fecal
FB1005
FB100532.CDF
cdf-fecal
FB1005
FB100533.CDF
cdf-fecal
FB1005
FB100534.CDF
cdf-fecal
FB1005
FB100535.CDF
cdf-fecal
FB1005
FB100536.CDF
cdf-fecal
FB1005
FB100537.CDF
cdf-fecal
FB1006
FB100601.CDF
cdf-fecal
FB1006
FB100602.CDF
cdf-fecal
FB1006
FB100603.CDF
cdf-fecal
FB1006
FB100604.CDF
cdf-fecal
FB1006
FB100605.CDF
cdf-fecal
FB1006
FB100606.CDF
cdf-fecal
FB1006
FB100607.CDF
cdf-fecal
FB1006
FB100608.CDF
cdf-fecal
FB1006
FB100609.CDF
cdf-fecal
FB1006
FB100610.CDF
cdf-fecal
FB1006
FB100611.CDF
cdf-fecal
FB1006
FB100612.CDF
cdf-fecal
FB1006
FB100613.CDF
cdf-fecal
FB1006
FB100614.CDF
cdf-fecal
FB1006
FB100615.CDF
cdf-fecal
FB1006
FB100616.CDF
cdf-fecal
FB1006
FB100617.CDF
cdf-fecal
FB1006
FB100618.CDF
cdf-fecal
FB1006
FB100619.CDF
cdf-fecal
FB1006
FB100620.CDF
cdf-fecal
FB1006
FB100621.CDF
cdf-fecal
FB1006
FB100622.CDF
cdf-fecal
FB1006
FB100623.CDF
cdf-fecal
FB1006
FB100624.CDF
cdf-fecal
FB1006
FB100625.CDF
cdf-fecal
FB1006
FB100626.CDF
cdf-fecal
FB1006
FB100627.CDF
cdf-fecal
FB1006
FB100628.CDF
cdf-fecal
FB1006
FB100629.CDF
cdf-fecal
FB1006
FB100630.CDF
cdf-fecal
FB1006
FB100631.CDF
cdf-fecal
FB1006
FB100632.CDF
cdf-fecal
FB1006
FB100633.CDF
cdf-fecal
FB1006
FB100634.CDF
cdf-fecal
FB1006
FB100635.CDF
cdf-fecal
FB1006
FB100636.CDF
cdf-fecal
FB1006
FB100637.CDF
cdf-fecal
FB1007
FB100701.CDF
cdf-fecal
FB1007
FB100702.CDF
cdf-fecal
FB1007
FB100703.CDF
cdf-fecal
FB1007
FB100704.CDF
cdf-fecal
FB1007
FB100705.CDF
cdf-fecal
FB1007
FB100706.CDF
cdf-fecal
FB1007
FB100707.CDF
cdf-fecal
FB1007
FB100708.CDF
cdf-fecal
FB1007
FB100709.CDF
cdf-fecal
FB1007
FB100710.CDF
cdf-fecal
FB1007
FB100711.CDF
cdf-fecal
FB1007
FB100712.CDF
cdf-fecal
FB1007
FB100713.CDF
cdf-fecal
FB1007
FB100714.CDF
cdf-fecal
FB1007
FB100715.CDF
cdf-fecal
FB1007
FB100716.CDF
cdf-fecal
FB1007
FB100717.CDF
cdf-fecal
FB1007
FB100718.CDF
cdf-fecal
FB1007
FB100719.CDF
cdf-fecal
FB1007
FB100720.CDF
cdf-fecal
FB1007
FB100721.CDF
cdf-fecal
FB1007
FB100722.CDF
cdf-fecal
FB1007
FB100723.CDF
cdf-fecal
FB1007
FB100724.CDF
cdf-fecal
FB1007
FB100725.CDF
cdf-fecal
FB1007
FB100726.CDF
cdf-fecal
FB1007
FB100727.CDF
cdf-fecal
FB1007
FB100728.CDF
cdf-fecal
FB1007
FB100729.CDF
cdf-fecal
FB1007
FB100730.CDF
cdf-fecal
FB1007
FB100731.CDF
cdf-fecal
FB1007
FB100732.CDF
cdf-fecal
FB1007
FB100733.CDF
cdf-fecal
FB1007
FB100734.CDF
cdf-fecal
FB1007
FB100735.CDF
cdf-fecal
FB1007
FB100736.CDF
cdf-fecal
FB1007
FB100737.CDF
cdf-fecal
FB1008
FB100801.CDF
cdf-fecal
FB1008
FB100802.CDF
cdf-fecal
FB1008
FB100803.CDF
cdf-fecal
FB1008
FB100804.CDF
cdf-fecal
FB1008
FB100805.CDF
cdf-fecal
FB1008
FB100806.CDF
cdf-fecal
FB1008
FB100807.CDF
cdf-fecal
FB1008
FB100808.CDF
cdf-fecal
FB1008
FB100809.CDF
cdf-fecal
FB1008
FB100810.CDF
cdf-fecal
FB1008
FB100811.CDF
cdf-fecal
FB1008
FB100812.CDF
cdf-fecal
FB1008
FB100813.CDF
cdf-fecal
FB1008
FB100814.CDF
cdf-fecal
FB1008
FB100815.CDF
cdf-fecal
FB1008
FB100816.CDF
cdf-fecal
FB1008
FB100817.CDF
cdf-fecal
FB1008
FB100818.CDF
cdf-fecal
FB1008
FB100819.CDF
cdf-fecal
FB1008
FB100820.CDF
cdf-fecal
FB1008
FB100821.CDF
cdf-fecal
FB1008
FB100822.CDF
cdf-fecal
FB1008
FB100823.CDF
cdf-fecal
FB1008
FB100824.CDF
cdf-fecal
FB1008
FB100825.CDF
cdf-fecal
FB1008
FB100826.CDF
cdf-fecal
FB1008
FB100827.CDF
cdf-fecal
FB1008
FB100828.CDF
cdf-fecal
FB1008
FB100829.CDF
cdf-fecal
FB1008
FB100830.CDF
cdf-fecal
FB1008
FB100831.CDF
cdf-fecal
FB1008
FB100832.CDF
cdf-fecal
FB1008
FB100833.CDF
cdf-fecal
FB1008
FB100834.CDF
cdf-fecal
FB1008
FB100835.CDF
cdf-fecal
FB1008
FB100836.CDF
cdf-fecal
FB1008
FB100837.CDF
cdf-fecal
FB1009
FB100901.CDF
cdf-fecal
FB1009
FB100902.CDF
cdf-fecal
FB1009
FB100903.CDF
cdf-fecal
FB1009
FB100904.CDF
cdf-fecal
FB1009
FB100905.CDF
cdf-fecal
FB1009
FB100906.CDF
cdf-fecal
FB1009
FB100907.CDF
cdf-fecal
FB1009
FB100908.CDF
cdf-fecal
FB1009
FB100909.CDF
cdf-fecal
FB1009
FB100910.CDF
cdf-fecal
FB1009
FB100911.CDF
cdf-fecal
FB1009
FB100912.CDF
cdf-fecal
FB1009
FB100913.CDF
cdf-fecal
FB1009
FB100914.CDF
cdf-fecal
FB1009
FB100915.CDF
cdf-fecal
FB1009
FB100916.CDF
cdf-fecal
FB1009
FB100917.CDF
cdf-fecal
FB1009
FB100918.CDF
cdf-fecal
FB1009
FB100919.CDF
cdf-fecal
FB1009
FB100920.CDF
cdf-fecal
FB1009
FB100921.CDF
cdf-fecal
FB1009
FB100922.CDF
cdf-fecal
FB1009
FB100923.CDF
cdf-fecal
FB1009
FB100924.CDF
cdf-fecal
FB1009
FB100925.CDF
cdf-fecal
FB1009
FB100926.CDF
cdf-fecal
FB1009
FB100927.CDF
cdf-fecal
FB1009
FB100928.CDF
cdf-fecal
FB1009
FB100929.CDF
cdf-fecal
FB1009
FB100930.CDF
cdf-fecal
FB1009
FB100931.CDF
cdf-fecal
FB1009
FB100932.CDF
cdf-fecal
FB1009
FB100933.CDF
cdf-fecal
FB1009
FB100934.CDF
cdf-fecal
FB1009
FB100935.CDF
cdf-fecal
FB1009
FB100936.CDF
cdf-fecal
FB1009
FB100937.CDF
cdf-fecal
FB1010
FB101001.CDF
cdf-fecal
FB1010
FB101002.CDF
cdf-fecal
FB1010
FB101003.CDF
cdf-fecal
FB1010
FB101004.CDF
cdf-fecal
FB1010
FB101005.CDF
cdf-fecal
FB1010
FB101006.CDF
cdf-fecal
FB1010
FB101007.CDF
cdf-fecal
FB1010
FB101008.CDF
cdf-fecal
FB1010
FB101009.CDF
cdf-fecal
FB1010
FB101010.CDF
cdf-fecal
FB1010
FB101011.CDF
cdf-fecal
FB1010
FB101012.CDF
cdf-fecal
FB1010
FB101013.CDF
cdf-fecal
FB1010
FB101014.CDF
cdf-fecal
FB1010
FB101015.CDF
cdf-fecal
FB1010
FB101016.CDF
cdf-fecal
FB1010
FB101017.CDF
cdf-fecal
FB1010
FB101018.CDF
cdf-fecal
FB1010
FB101019.CDF
cdf-fecal
FB1010
FB101020.CDF
cdf-fecal
FB1010
FB101021.CDF
cdf-fecal
FB1010
FB101022.CDF
cdf-fecal
FB1010
FB101023.CDF
cdf-fecal
FB1010
FB101024.CDF
cdf-fecal
FB1010
FB101025.CDF
cdf-fecal
FB1010
FB101026.CDF
cdf-fecal
FB1010
FB101027.CDF
cdf-fecal
FB1010
FB101028.CDF
cdf-fecal
FB1010
FB101029.CDF
cdf-fecal
FB1010
FB101030.CDF
cdf-fecal
FB1010
FB101031.CDF
cdf-fecal
FB1010
FB101032.CDF
cdf-fecal
FB1010
FB101033.CDF
cdf-fecal
FB1010
FB101034.CDF
cdf-fecal
FB1010
FB101035.CDF
cdf-fecal
FB1010
FB101036.CDF
cdf-fecal
FB1010
FB101037.CDF
cdf-fecal
FB1011
FB101101.CDF
cdf-fecal
FB1011
FB101102.CDF
cdf-fecal
FB1011
FB101103.CDF
cdf-fecal
FB1011
FB101104.CDF
cdf-fecal
FB1011
FB101105.CDF
cdf-fecal
FB1011
FB101106.CDF
cdf-fecal
FB1011
FB101107.CDF
cdf-fecal
FB1011
FB101108.CDF
cdf-fecal
FB1011
FB101109.CDF
cdf-fecal
FB1011
FB101110.CDF
cdf-fecal
FB1011
FB101111.CDF
cdf-fecal
FB1011
FB101112.CDF
cdf-fecal
FB1011
FB101113.CDF
cdf-fecal
FB1011
FB101114.CDF
cdf-fecal
FB1011
FB101115.CDF
cdf-fecal
FB1011
FB101116.CDF
cdf-fecal
FB1011
FB101117.CDF
cdf-fecal
FB1011
FB101118.CDF
cdf-fecal
FB1011
FB101119.CDF
cdf-fecal
FB1011
FB101120.CDF
cdf-fecal
FB1011
FB101121.CDF
cdf-fecal
FB1011
FB101122.CDF
cdf-fecal
FB1011
FB101123.CDF
cdf-fecal
FB1011
FB101124.CDF
cdf-fecal
FB1011
FB101125.CDF
cdf-fecal
FB1011
FB101126.CDF
cdf-fecal
FB1011
FB101127.CDF
cdf-fecal
FB1011
FB101128.CDF
cdf-fecal
FB1011
FB101129.CDF
cdf-fecal
FB1011
FB101130.CDF
cdf-fecal
FB1011
FB101131.CDF
cdf-fecal
FB1011
FB101132.CDF
cdf-fecal
FB1011
FB101133.CDF
cdf-fecal
FB1011
FB101134.CDF
cdf-fecal
FB1011
FB101135.CDF
cdf-fecal
FB1011
FB101136.CDF
cdf-fecal
FB1011
FB101137.CDF
cdf-fecal
FB1012
FB101201.CDF
cdf-fecal
FB1012
FB101202.CDF
cdf-fecal
FB1012
FB101203.CDF
cdf-fecal
FB1012
FB101204.CDF
cdf-fecal
FB1012
FB101205.CDF
cdf-fecal
FB1012
FB101206.CDF
cdf-fecal
FB1012
FB101207.CDF
cdf-fecal
FB1012
FB101208.CDF
cdf-fecal
FB1012
FB101209.CDF
cdf-fecal
FB1012
FB101210.CDF
cdf-fecal
FB1012
FB101211.CDF
cdf-fecal
FB1012
FB101212.CDF
cdf-fecal
FB1012
FB101213.CDF
cdf-fecal
FB1012
FB101214.CDF
cdf-fecal
FB1012
FB101215.CDF
cdf-fecal
FB1012
FB101216.CDF
cdf-fecal
FB1012
FB101217.CDF
cdf-fecal
FB1012
FB101218.CDF
cdf-fecal
FB1012
FB101219.CDF
cdf-fecal
FB1012
FB101220.CDF
cdf-fecal
FB1012
FB101221.CDF
cdf-fecal
FB1012
FB101222.CDF
cdf-fecal
FB1012
FB101223.CDF
cdf-fecal
FB1012
FB101224.CDF
cdf-fecal
FB1012
FB101225.CDF
cdf-fecal
FB1012
FB101226.CDF
cdf-fecal
FB1012
FB101227.CDF
cdf-fecal
FB1012
FB101228.CDF
cdf-fecal
FB1012
FB101229.CDF
cdf-fecal
FB1012
FB101230.CDF
cdf-fecal
FB1012
FB101231.CDF
cdf-fecal
FB1012
FB101232.CDF
cdf-fecal
FB1012
FB101233.CDF
cdf-fecal
FB1012
FB101234.CDF
cdf-fecal
FB1012
FB101235.CDF
cdf-fecal
FB1012
FB101236.CDF
cdf-fecal
FB1012
FB101237.CDF
cdf-fecal
FB1013
FB101301.CDF
cdf-fecal
FB1013
FB101302.CDF
cdf-fecal
FB1013
FB101303.CDF
cdf-fecal
FB1013
FB101304.CDF
cdf-fecal
FB1013
FB101305.CDF
cdf-fecal
FB1013
FB101306.CDF
cdf-fecal
FB1013
FB101307.CDF
cdf-fecal
FB1013
FB101308.CDF
cdf-fecal
FB1013
FB101309.CDF
cdf-fecal
FB1013
FB101310.CDF
cdf-fecal
FB1013
FB101311.CDF
cdf-fecal
FB1013
FB101312.CDF
cdf-fecal
FB1013
FB101313.CDF
cdf-fecal
FB1013
FB101314.CDF
cdf-fecal
FB1013
FB101315.CDF
cdf-fecal
FB1013
FB101316.CDF
cdf-fecal
FB1013
FB101317.CDF
cdf-fecal
FB1013
FB101318.CDF
cdf-fecal
FB1013
FB101319.CDF
cdf-fecal
FB1013
FB101320.CDF
cdf-fecal
FB1013
FB101321.CDF
cdf-fecal
FB1013
FB101322.CDF
cdf-fecal
FB1013
FB101323.CDF
cdf-fecal
FB1013
FB101324.CDF
cdf-fecal
FB1013
FB101325.CDF
cdf-fecal
FB1013
FB101326.CDF
cdf-fecal
FB1013
FB101327.CDF
cdf-fecal
FB1013
FB101328.CDF
cdf-fecal
FB1013
FB101329.CDF
cdf-fecal
FB1013
FB101330.CDF
cdf-fecal
FB1013
FB101331.CDF
cdf-fecal
FB1013
FB101332.CDF
cdf-fecal
FB1013
FB101333.CDF
cdf-fecal
FB1013
FB101334.CDF
cdf-fecal
FB1013
FB101335.CDF
cdf-fecal
FB1013
FB101336.CDF
cdf-fecal
FB1013
FB101337.CDF
cdf-fecal
FB1014
FB101401.CDF
cdf-fecal
FB1014
FB101402.CDF
cdf-fecal
FB1014
FB101403.CDF
cdf-fecal
FB1014
FB101404.CDF
cdf-fecal
FB1014
FB101405.CDF
cdf-fecal
FB1014
FB101406.CDF
cdf-fecal
FB1014
FB101407.CDF
cdf-fecal
FB1014
FB101408.CDF
cdf-fecal
FB1014
FB101409.CDF
cdf-fecal
FB1014
FB101410.CDF
cdf-fecal
FB1014
FB101411.CDF
cdf-fecal
FB1014
FB101412.CDF
cdf-fecal
FB1014
FB101413.CDF
cdf-fecal
FB1014
FB101414.CDF
cdf-fecal
FB1014
FB101415.CDF
cdf-fecal
FB1014
FB101416.CDF
cdf-fecal
FB1014
FB101417.CDF
cdf-fecal
FB1014
FB101418.CDF
cdf-fecal
FB1014
FB101419.CDF
cdf-fecal
FB1014
FB101420.CDF
cdf-fecal
FB1014
FB101421.CDF
cdf-fecal
FB1014
FB101422.CDF
cdf-fecal
FB1014
FB101423.CDF
cdf-fecal
FB1014
FB101424.CDF
cdf-fecal
FB1014
FB101425.CDF
cdf-fecal
FB1014
FB101426.CDF
cdf-fecal
FB1014
FB101427.CDF
cdf-fecal
FB1014
FB101428.CDF
cdf-fecal
FB1014
FB101429.CDF
cdf-fecal
FB1014
FB101430.CDF
cdf-fecal
FB1014
FB101431.CDF
cdf-fecal
FB1014
FB101432.CDF
cdf-fecal
FB1014
FB101433.CDF
cdf-fecal
FB1014
FB101434.CDF
cdf-fecal
FB1014
FB101435.CDF
cdf-fecal
FB1014
FB101436.CDF
cdf-fecal
FB1014
FB101437.CDF
cdf-fecal
FB1015
FB101501.CDF
cdf-fecal
FB1015
FB101502.CDF
cdf-fecal
FB1015
FB101503.CDF
cdf-fecal
FB1015
FB101504.CDF
cdf-fecal
FB1015
FB101505.CDF
cdf-fecal
FB1015
FB101506.CDF
cdf-fecal
FB1015
FB101507.CDF
cdf-fecal
FB1015
FB101508.CDF
cdf-fecal
FB1015
FB101509.CDF
cdf-fecal
FB1015
FB101510.CDF
cdf-fecal
FB1015
FB101511.CDF
cdf-fecal
FB1015
FB101512.CDF
cdf-fecal
FB1015
FB101513.CDF
cdf-fecal
FB1015
FB101514.CDF
cdf-fecal
FB1015
FB101515.CDF
cdf-fecal
FB1015
FB101516.CDF
cdf-fecal
FB1015
FB101517.CDF
cdf-fecal
FB1015
FB101518.CDF
cdf-fecal
FB1015
FB101519.CDF
cdf-fecal
FB1015
FB101520.CDF
cdf-fecal
FB1015
FB101521.CDF
cdf-fecal
FB1015
FB101522.CDF
cdf-fecal
FB1015
FB101523.CDF
cdf-fecal
FB1015
FB101524.CDF
cdf-fecal
FB1015
FB101525.CDF
cdf-fecal
FB1015
FB101526.CDF
cdf-fecal
FB1015
FB101527.CDF
cdf-fecal
FB1015
FB101528.CDF
cdf-fecal
FB1015
FB101529.CDF
cdf-fecal
FB1015
FB101530.CDF
cdf-fecal
FB1015
FB101531.CDF
cdf-fecal
FB1015
FB101532.CDF
cdf-fecal
FB1015
FB101533.CDF
cdf-fecal
FB1015
FB101534.CDF
cdf-fecal
FB1015
FB101535.CDF
cdf-fecal
FB1015
FB101536.CDF
cdf-fecal
FB1015
FB101537.CDF
cdf-fecal
FB1016
FB101601.CDF
cdf-fecal
FB1016
FB101602.CDF
cdf-fecal
FB1016
FB101603.CDF
cdf-fecal
FB1016
FB101604.CDF
cdf-fecal
FB1016
FB101605.CDF
cdf-fecal
FB1016
FB101606.CDF
cdf-fecal
FB1016
FB101607.CDF
cdf-fecal
FB1016
FB101608.CDF
cdf-fecal
FB1016
FB101609.CDF
cdf-fecal
FB1016
FB101610.CDF
cdf-fecal
FB1016
FB101611.CDF
cdf-fecal
FB1016
FB101612.CDF
cdf-fecal
FB1016
FB101613.CDF
cdf-fecal
FB1016
FB101614.CDF
cdf-fecal
FB1016
FB101615.CDF
cdf-fecal
FB1016
FB101616.CDF
cdf-fecal
FB1016
FB101617.CDF
cdf-fecal
FB1016
FB101618.CDF
cdf-fecal
FB1016
FB101619.CDF
cdf-fecal
FB1016
FB101620.CDF
cdf-fecal
FB1016
FB101621.CDF
cdf-fecal
FB1016
FB101622.CDF
cdf-fecal
FB1016
FB101623.CDF
cdf-fecal
FB1016
FB101624.CDF
cdf-fecal
FB1016
FB101625.CDF
cdf-fecal
FB1016
FB101626.CDF
cdf-fecal
FB1016
FB101627.CDF
cdf-fecal
FB1016
FB101628.CDF
cdf-fecal
FB1016
FB101629.CDF
cdf-fecal
FB1016
FB101630.CDF
cdf-fecal
FB1016
FB101631.CDF
cdf-fecal
FB1016
FB101632.CDF
cdf-fecal
FB1016
FB101633.CDF
cdf-fecal
FB1016
FB101634.CDF
cdf-fecal
FB1016
FB101635.CDF
cdf-fecal
FB1016
FB101636.CDF
cdf-fecal
FB1016
FB101637.CDF
cdf-fecal
FB1017
FB101701.CDF
cdf-fecal
FB1017
FB101702.CDF
cdf-fecal
FB1017
FB101703.CDF
cdf-fecal
FB1017
FB101704.CDF
cdf-fecal
FB1017
FB101705.CDF
cdf-fecal
FB1017
FB101706.CDF
cdf-fecal
FB1017
FB101707.CDF
cdf-fecal
FB1017
FB101708.CDF
cdf-fecal
FB1017
FB101709.CDF
cdf-fecal
FB1017
FB101710.CDF
cdf-fecal
FB1017
FB101711.CDF
cdf-fecal
FB1017
FB101712.CDF
cdf-fecal
FB1017
FB101713.CDF
cdf-fecal
FB1017
FB101714.CDF
cdf-fecal
FB1017
FB101715.CDF
cdf-fecal
FB1017
FB101716.CDF
cdf-fecal
FB1017
FB101717.CDF
cdf-fecal
FB1017
FB101718.CDF
cdf-fecal
FB1017
FB101719.CDF
cdf-fecal
FB1017
FB101720.CDF
cdf-fecal
FB1017
FB101721.CDF
cdf-fecal
FB1017
FB101722.CDF
cdf-fecal
FB1017
FB101723.CDF
cdf-fecal
FB1017
FB101724.CDF
cdf-fecal
FB1017
FB101725.CDF
cdf-fecal
FB1017
FB101726.CDF
cdf-fecal
FB1017
FB101727.CDF
cdf-fecal
FB1017
FB101728.CDF
cdf-fecal
FB1017
FB101729.CDF
cdf-fecal
FB1017
FB101730.CDF
cdf-fecal
FB1017
FB101731.CDF
cdf-fecal
FB1017
FB101732.CDF
cdf-fecal
FB1017
FB101733.CDF
cdf-fecal
FB1017
FB101734.CDF
cdf-fecal
FB1017
FB101735.CDF
cdf-fecal
FB1017
FB101736.CDF
cdf-fecal
FB1017
FB101737.CDF
cdf-fecal
FB1018
FB101801.CDF
cdf-fecal
FB1018
FB101802.CDF
cdf-fecal
FB1018
FB101803.CDF
cdf-fecal
FB1018
FB101804.CDF
cdf-fecal
FB1018
FB101805.CDF
cdf-fecal
FB1018
FB101806.CDF
cdf-fecal
FB1018
FB101807.CDF
cdf-fecal
FB1018
FB101808.CDF
cdf-fecal
FB1018
FB101809.CDF
cdf-fecal
FB1018
FB101810.CDF
cdf-fecal
FB1018
FB101811.CDF
cdf-fecal
FB1018
FB101812.CDF
cdf-fecal
FB1018
FB101813.CDF
cdf-fecal
FB1018
FB101814.CDF
cdf-fecal
FB1018
FB101815.CDF
cdf-fecal
FB1018
FB101816.CDF
cdf-fecal
FB1018
FB101817.CDF
cdf-fecal
FB1018
FB101818.CDF
cdf-fecal
FB1018
FB101819.CDF
cdf-fecal
FB1018
FB101820.CDF
cdf-fecal
FB1018
FB101821.CDF
cdf-fecal
FB1018
FB101822.CDF
cdf-fecal
FB1018
FB101823.CDF
cdf-fecal
FB1018
FB101824.CDF
cdf-fecal
FB1018
FB101825.CDF
cdf-fecal
FB1018
FB101826.CDF
cdf-fecal
FB1018
FB101827.CDF
cdf-fecal
FB1018
FB101828.CDF
cdf-fecal
FB1018
FB101829.CDF
cdf-fecal
FB1018
FB101830.CDF
cdf-fecal
FB1018
FB101831.CDF
cdf-fecal
FB1018
FB101832.CDF
cdf-fecal
FB1018
FB101833.CDF
cdf-fecal
FB1018
FB101834.CDF
cdf-fecal
FB1018
FB101835.CDF
cdf-fecal
FB1018
FB101836.CDF
cdf-fecal
FB1018
FB101837.CDF
cdf-fecal
FB1019
FB101901.CDF
cdf-fecal
FB1019
FB101902.CDF
cdf-fecal
FB1019
FB101903.CDF
cdf-fecal
FB1019
FB101904.CDF
cdf-fecal
FB1019
FB101905.CDF
cdf-fecal
FB1019
FB101906.CDF
cdf-fecal
FB1019
FB101907.CDF
cdf-fecal
FB1019
FB101908.CDF
cdf-fecal
FB1019
FB101909.CDF
cdf-fecal
FB1019
FB101910.CDF
cdf-fecal
FB1019
FB101911.CDF
cdf-fecal
FB1019
FB101912.CDF
cdf-fecal
FB1019
FB101913.CDF
cdf-fecal
FB1019
FB101914.CDF
cdf-fecal
FB1019
FB101915.CDF
cdf-fecal
FB1019
FB101916.CDF
cdf-fecal
FB1019
FB101917.CDF
cdf-fecal
FB1019
FB101918.CDF
cdf-fecal
FB1019
FB101919.CDF
cdf-fecal
FB1019
FB101920.CDF
cdf-fecal
FB1019
FB101921.CDF
cdf-fecal
FB1019
FB101922.CDF
cdf-fecal
FB1019
FB101923.CDF
cdf-fecal
FB1019
FB101924.CDF
cdf-fecal
FB1019
FB101925.CDF
cdf-fecal
FB1019
FB101926.CDF
cdf-fecal
FB1019
FB101927.CDF
cdf-fecal
FB1019
FB101928.CDF
cdf-fecal
FB1019
FB101929.CDF
cdf-fecal
FB1019
FB101930.CDF
cdf-fecal
FB1019
FB101931.CDF
cdf-fecal
FB1019
FB101932.CDF
cdf-fecal
FB1019
FB101933.CDF
cdf-fecal
FB1019
FB101934.CDF
cdf-fecal
FB1019
FB101935.CDF
cdf-fecal
FB1019
FB101936.CDF
cdf-fecal
FB1019
FB101937.CDF
cdf-fecal
FB1020
FB102001.CDF
cdf-fecal
FB1020
FB102002.CDF
cdf-fecal
FB1020
FB102003.CDF
cdf-fecal
FB1020
FB102004.CDF
cdf-fecal
FB1020
FB102005.CDF
cdf-fecal
FB1020
FB102006.CDF
cdf-fecal
FB1020
FB102007.CDF
cdf-fecal
FB1020
FB102008.CDF
cdf-fecal
FB1020
FB102009.CDF
cdf-fecal
FB1020
FB102010.CDF
cdf-fecal
FB1020
FB102011.CDF
cdf-fecal
FB1020
FB102012.CDF
cdf-fecal
FB1020
FB102013.CDF
cdf-fecal
FB1020
FB102014.CDF
cdf-fecal
FB1020
FB102015.CDF
cdf-fecal
FB1020
FB102016.CDF
cdf-fecal
FB1020
FB102017.CDF
cdf-fecal
FB1020
FB102018.CDF
cdf-fecal
FB1020
FB102019.CDF
cdf-fecal
FB1020
FB102020.CDF
cdf-fecal
FB1020
FB102021.CDF
cdf-fecal
FB1020
FB102022.CDF
cdf-fecal
FB1020
FB102023.CDF
cdf-fecal
FB1020
FB102024.CDF
cdf-fecal
FB1020
FB102025.CDF
cdf-fecal
FB1020
FB102026.CDF
cdf-fecal
FB1020
FB102027.CDF
cdf-fecal
FB1020
FB102028.CDF
cdf-fecal
FB1020
FB102029.CDF
cdf-fecal
FB1020
FB102030.CDF
cdf-fecal
FB1020
FB102031.CDF
cdf-fecal
FB1020
FB102032.CDF
cdf-fecal
FB1020
FB102033.CDF
cdf-fecal
FB1020
FB102034.CDF
cdf-fecal
FB1020
FB102035.CDF
cdf-fecal
FB1020
FB102036.CDF
cdf-fecal
FB1020
FB102037.CDF
cdf-fecal
FB1021
FB102101.CDF
cdf-fecal
FB1021
FB102102.CDF
cdf-fecal
FB1021
FB102103.CDF
cdf-fecal
FB1021
FB102104.CDF
cdf-fecal
FB1021
FB102105.CDF
cdf-fecal
FB1021
FB102106.CDF
cdf-fecal
FB1021
FB102107.CDF
cdf-fecal
FB1021
FB102108.CDF
cdf-fecal
FB1021
FB102109.CDF
cdf-fecal
FB1021
FB102110.CDF
cdf-fecal
FB1021
FB102111.CDF
cdf-fecal
FB1021
FB102112.CDF
cdf-fecal
FB1021
FB102113.CDF
cdf-fecal
FB1021
FB102114.CDF
cdf-fecal
FB1021
FB102115.CDF
cdf-fecal
FB1021
FB102116.CDF
cdf-fecal
FB1021
FB102117.CDF
cdf-fecal
FB1021
FB102118.CDF
cdf-fecal
FB1021
FB102119.CDF
cdf-fecal
FB1021
FB102120.CDF
cdf-fecal
FB1021
FB102121.CDF
cdf-fecal
FB1021
FB102122.CDF
cdf-fecal
FB1021
FB102123.CDF
cdf-fecal
FB1021
FB102124.CDF
cdf-fecal
FB1021
FB102125.CDF
cdf-fecal
FB1021
FB102126.CDF
cdf-fecal
FB1021
FB102127.CDF
cdf-fecal
FB1021
FB102128.CDF
cdf-fecal
FB1021
FB102129.CDF
cdf-fecal
FB1021
FB102130.CDF
cdf-fecal
FB1021
FB102131.CDF
cdf-fecal
FB1021
FB102132.CDF
cdf-fecal
FB1021
FB102133.CDF
cdf-fecal
FB1021
FB102134.CDF
cdf-fecal
FB1021
FB102135.CDF
cdf-fecal
FB1021
FB102136.CDF
cdf-fecal
FB1021
FB102137.CDF
cdf-fecal
FB1022
FB102201.CDF
cdf-fecal
FB1022
FB102202.CDF
cdf-fecal
FB1022
FB102203.CDF
cdf-fecal
FB1022
FB102204.CDF
cdf-fecal
FB1022
FB102205.CDF
cdf-fecal
FB1022
FB102206.CDF
cdf-fecal
FB1022
FB102207.CDF
cdf-fecal
FB1022
FB102208.CDF
cdf-fecal
FB1022
FB102209.CDF
cdf-fecal
FB1022
FB102210.CDF
cdf-fecal
FB1022
FB102211.CDF
cdf-fecal
FB1022
FB102212.CDF
cdf-fecal
FB1022
FB102213.CDF
cdf-fecal
FB1022
FB102214.CDF
cdf-fecal
FB1022
FB102215.CDF
cdf-fecal
FB1022
FB102216.CDF
cdf-fecal
FB1022
FB102217.CDF
cdf-fecal
FB1022
FB102218.CDF
cdf-fecal
FB1022
FB102219.CDF
cdf-fecal
FB1022
FB102220.CDF
cdf-fecal
FB1022
FB102221.CDF
cdf-fecal
FB1022
FB102222.CDF
cdf-fecal
FB1022
FB102223.CDF
cdf-fecal
FB1022
FB102224.CDF
cdf-fecal
FB1022
FB102225.CDF
cdf-fecal
FB1022
FB102226.CDF
cdf-fecal
FB1022
FB102227.CDF
cdf-fecal
FB1022
FB102228.CDF
cdf-fecal
FB1022
FB102229.CDF
cdf-fecal
FB1022
FB102230.CDF
cdf-fecal
FB1022
FB102231.CDF
cdf-fecal
FB1022
FB102232.CDF
cdf-fecal
FB1022
FB102233.CDF
cdf-fecal
FB1022
FB102234.CDF
cdf-fecal
FB1022
FB102235.CDF
cdf-fecal
FB1022
FB102236.CDF
cdf-fecal
FB1022
FB102237.CDF
cdf-fecal
FB1023
FB102301.CDF
cdf-fecal
FB1023
FB102302.CDF
cdf-fecal
FB1023
FB102303.CDF
cdf-fecal
FB1023
FB102304.CDF
cdf-fecal
FB1023
FB102305.CDF
cdf-fecal
FB1023
FB102306.CDF
cdf-fecal
FB1023
FB102307.CDF
cdf-fecal
FB1023
FB102308.CDF
cdf-fecal
FB1023
FB102309.CDF
cdf-fecal
FB1023
FB102310.CDF
cdf-fecal
FB1023
FB102311.CDF
cdf-fecal
FB1023
FB102312.CDF
cdf-fecal
FB1023
FB102313.CDF
cdf-fecal
FB1023
FB102314.CDF
cdf-fecal
FB1023
FB102315.CDF
cdf-fecal
FB1023
FB102316.CDF
cdf-fecal
FB1023
FB102317.CDF
cdf-fecal
FB1023
FB102318.CDF
cdf-fecal
FB1023
FB102319.CDF
cdf-fecal
FB1023
FB102320.CDF
cdf-fecal
FB1023
FB102321.CDF
cdf-fecal
FB1023
FB102322.CDF
cdf-fecal
FB1023
FB102323.CDF
cdf-fecal
FB1023
FB102324.CDF
cdf-fecal
FB1023
FB102325.CDF
cdf-fecal
FB1023
FB102326.CDF
cdf-fecal
FB1023
FB102327.CDF
cdf-fecal
FB1023
FB102328.CDF
cdf-fecal
FB1023
FB102329.CDF
cdf-fecal
FB1023
FB102330.CDF
cdf-fecal
FB1023
FB102331.CDF
cdf-fecal
FB1023
FB102332.CDF
cdf-fecal
FB1023
FB102333.CDF
cdf-fecal
FB1023
FB102334.CDF
cdf-fecal
FB1023
FB102335.CDF
cdf-fecal
FB1023
FB102336.CDF
cdf-fecal
FB1023
FB102337.CDF
cdf-fecal
FB1024
FB102401.CDF
cdf-fecal
FB1024
FB102402.CDF
cdf-fecal
FB1024
FB102403.CDF
cdf-fecal
FB1024
FB102404.CDF
cdf-fecal
FB1024
FB102405.CDF
cdf-fecal
FB1024
FB102406.CDF
cdf-fecal
FB1024
FB102407.CDF
cdf-fecal
FB1024
FB102408.CDF
cdf-fecal
FB1024
FB102409.CDF
cdf-fecal
FB1024
FB102410.CDF
cdf-fecal
FB1024
FB102411.CDF
cdf-fecal
FB1024
FB102412.CDF
cdf-fecal
FB1024
FB102413.CDF
cdf-fecal
FB1024
FB102414.CDF
cdf-fecal
FB1024
FB102415.CDF
cdf-fecal
FB1024
FB102416.CDF
cdf-fecal
FB1024
FB102417.CDF
cdf-fecal
FB1024
FB102418.CDF
cdf-fecal
FB1024
FB102419.CDF
cdf-fecal
FB1024
FB102420.CDF
cdf-fecal
FB1024
FB102421.CDF
cdf-fecal
FB1024
FB102422.CDF
cdf-fecal
FB1024
FB102423.CDF
cdf-fecal
FB1024
FB102424.CDF
cdf-fecal
FB1024
FB102425.CDF
cdf-fecal
FB1024
FB102426.CDF
cdf-fecal
FB1024
FB102427.CDF
cdf-fecal
FB1024
FB102428.CDF
cdf-fecal
FB1024
FB102429.CDF
cdf-fecal
FB1024
FB102430.CDF
cdf-fecal
FB1024
FB102431.CDF
cdf-fecal
FB1024
FB102432.CDF
cdf-fecal
FB1024
FB102433.CDF
cdf-fecal
FB1024
FB102434.CDF
cdf-fecal
FB1024
FB102435.CDF
cdf-fecal
FB1024
FB102436.CDF
cdf-fecal
FB1024
FB102437.CDF
cdf-fecal
FB1025
FB102501.CDF
cdf-fecal
FB1025
FB102502.CDF
cdf-fecal
FB1025
FB102503.CDF
cdf-fecal
FB1025
FB102504.CDF
cdf-fecal
FB1025
FB102505.CDF
cdf-fecal
FB1025
FB102506.CDF
cdf-fecal
FB1025
FB102507.CDF
cdf-fecal
FB1025
FB102508.CDF
cdf-fecal
FB1025
FB102509.CDF
cdf-fecal
FB1025
FB102510.CDF
cdf-fecal
FB1025
FB102511.CDF
cdf-fecal
FB1025
FB102512.CDF
cdf-fecal
FB1025
FB102513.CDF
cdf-fecal
FB1025
FB102514.CDF
cdf-fecal
FB1025
FB102515.CDF
cdf-fecal
FB1025
FB102516.CDF
cdf-fecal
FB1025
FB102517.CDF
cdf-fecal
FB1025
FB102518.CDF
cdf-fecal
FB1025
FB102519.CDF
cdf-fecal
FB1025
FB102520.CDF
cdf-fecal
FB1025
FB102521.CDF
cdf-fecal
FB1025
FB102522.CDF
cdf-fecal
FB1025
FB102523.CDF
cdf-fecal
FB1025
FB102524.CDF
cdf-fecal
FB1025
FB102525.CDF
cdf-fecal
FB1025
FB102526.CDF
cdf-fecal
FB1025
FB102527.CDF
cdf-fecal
FB1025
FB102528.CDF
cdf-fecal
FB1025
FB102529.CDF
cdf-fecal
FB1025
FB102530.CDF
cdf-fecal
FB1025
FB102531.CDF
cdf-fecal
FB1025
FB102532.CDF
cdf-fecal
FB1025
FB102533.CDF
cdf-fecal
FB1025
FB102534.CDF
cdf-fecal
FB1025
FB102535.CDF
cdf-fecal
FB1025
FB102536.CDF
cdf-fecal
FB1025
FB102537.CDF
cdf-fecal
FB1026
FB102601.CDF
cdf-fecal
FB1026
FB102602.CDF
cdf-fecal
FB1026
FB102603.CDF
cdf-fecal
FB1026
FB102604.CDF
cdf-fecal
FB1026
FB102605.CDF
cdf-fecal
FB1026
FB102606.CDF
cdf-fecal
FB1026
FB102607.CDF
cdf-fecal
FB1026
FB102608.CDF
cdf-fecal
FB1026
FB102609.CDF
cdf-fecal
FB1026
FB102610.CDF
cdf-fecal
FB1026
FB102611.CDF
cdf-fecal
FB1026
FB102612.CDF
cdf-fecal
FB1026
FB102613.CDF
cdf-fecal
FB1026
FB102614.CDF
cdf-fecal
FB1026
FB102615.CDF
cdf-fecal
FB1026
FB102616.CDF
cdf-fecal
FB1026
FB102617.CDF
cdf-fecal
FB1026
FB102618.CDF
cdf-fecal
FB1026
FB102619.CDF
cdf-fecal
FB1026
FB102620.CDF
cdf-fecal
FB1026
FB102621.CDF
cdf-fecal
FB1026
FB102622.CDF
cdf-fecal
FB1026
FB102623.CDF
cdf-fecal
FB1026
FB102624.CDF
cdf-fecal
FB1026
FB102625.CDF
cdf-fecal
FB1026
FB102626.CDF
cdf-fecal
FB1026
FB102627.CDF
cdf-fecal
FB1026
FB102628.CDF
cdf-fecal
FB1026
FB102629.CDF
cdf-fecal
FB1026
FB102630.CDF
cdf-fecal
FB1026
FB102631.CDF
cdf-fecal
FB1026
FB102632.CDF
cdf-fecal
FB1026
FB102633.CDF
cdf-fecal
FB1026
FB102634.CDF
cdf-fecal
FB1026
FB102635.CDF
cdf-fecal
FB1026
FB102636.CDF
cdf-fecal
FB1026
FB102637.CDF
cdf-fecal
FB1027
FB102701.CDF
cdf-fecal
FB1027
FB102702.CDF
cdf-fecal
FB1027
FB102703.CDF
cdf-fecal
FB1027
FB102704.CDF
cdf-fecal
FB1027
FB102705.CDF
cdf-fecal
FB1027
FB102706.CDF
cdf-fecal
FB1027
FB102707.CDF
cdf-fecal
FB1027
FB102708.CDF
cdf-fecal
FB1027
FB102709.CDF
cdf-fecal
FB1027
FB102710.CDF
cdf-fecal
FB1027
FB102711.CDF
cdf-fecal
FB1027
FB102712.CDF
cdf-fecal
FB1027
FB102713.CDF
cdf-fecal
FB1027
FB102714.CDF
cdf-fecal
FB1027
FB102715.CDF
cdf-fecal
FB1027
FB102716.CDF
cdf-fecal
FB1027
FB102717.CDF
cdf-fecal
FB1027
FB102718.CDF
cdf-fecal
FB1027
FB102719.CDF
cdf-fecal
FB1027
FB102720.CDF
cdf-fecal
FB1027
FB102721.CDF
cdf-fecal
FB1027
FB102722.CDF
cdf-fecal
FB1027
FB102723.CDF
cdf-fecal
FB1027
FB102724.CDF
cdf-fecal
FB1027
FB102725.CDF
cdf-fecal
FB1027
FB102726.CDF
cdf-fecal
FB1027
FB102727.CDF
cdf-fecal
FB1027
FB102728.CDF
cdf-fecal
FB1027
FB102729.CDF
cdf-fecal
FB1027
FB102730.CDF
cdf-fecal
FB1027
FB102731.CDF
cdf-fecal
FB1027
FB102732.CDF
cdf-fecal
FB1027
FB102733.CDF
cdf-fecal
FB1027
FB102734.CDF
cdf-fecal
FB1027
FB102735.CDF
cdf-fecal
FB1027
FB102736.CDF
cdf-fecal
FB1027
FB102737.CDF
cdf-fecal
FB1028
FB102801.CDF
cdf-fecal
FB1028
FB102802.CDF
cdf-fecal
FB1028
FB102803.CDF
cdf-fecal
FB1028
FB102804.CDF
cdf-fecal
FB1028
FB102805.CDF
cdf-fecal
FB1028
FB102806.CDF
cdf-fecal
FB1028
FB102807.CDF
cdf-fecal
FB1028
FB102808.CDF
cdf-fecal
FB1028
FB102809.CDF
cdf-fecal
FB1028
FB102810.CDF
cdf-fecal
FB1028
FB102811.CDF
cdf-fecal
FB1028
FB102812.CDF
cdf-fecal
FB1028
FB102813.CDF
cdf-fecal
FB1028
FB102814.CDF
cdf-fecal
FB1028
FB102815.CDF
cdf-fecal
FB1028
FB102816.CDF
cdf-fecal
FB1028
FB102817.CDF
cdf-fecal
FB1028
FB102818.CDF
cdf-fecal
FB1028
FB102819.CDF
cdf-fecal
FB1028
FB102820.CDF
cdf-fecal
FB1028
FB102821.CDF
cdf-fecal
FB1028
FB102822.CDF
cdf-fecal
FB1028
FB102823.CDF
cdf-fecal
FB1028
FB102824.CDF
cdf-fecal
FB1028
FB102825.CDF
cdf-fecal
FB1028
FB102826.CDF
cdf-fecal
FB1028
FB102827.CDF
cdf-fecal
FB1028
FB102828.CDF
cdf-fecal
FB1028
FB102829.CDF
cdf-fecal
FB1028
FB102830.CDF
cdf-fecal
FB1028
FB102831.CDF
cdf-fecal
FB1028
FB102832.CDF
cdf-fecal
FB1028
FB102833.CDF
cdf-fecal
FB1028
FB102834.CDF
cdf-fecal
FB1028
FB102835.CDF
cdf-fecal
FB1028
FB102836.CDF
cdf-fecal
FB1028
FB102837.CDF
cdf-fecal
FB1029
FB102901.CDF
cdf-fecal
FB1029
FB102902.CDF
cdf-fecal
FB1029
FB102903.CDF
cdf-fecal
FB1029
FB102904.CDF
cdf-fecal
FB1029
FB102905.CDF
cdf-fecal
FB1029
FB102906.CDF
cdf-fecal
FB1029
FB102907.CDF
cdf-fecal
FB1029
FB102908.CDF
cdf-fecal
FB1029
FB102909.CDF
cdf-fecal
FB1029
FB102910.CDF
cdf-fecal
FB1029
FB102911.CDF
cdf-fecal
FB1029
FB102912.CDF
cdf-fecal
FB1029
FB102913.CDF
cdf-fecal
FB1029
FB102914.CDF
cdf-fecal
FB1029
FB102915.CDF
cdf-fecal
FB1029
FB102916.CDF
cdf-fecal
FB1029
FB102917.CDF
cdf-fecal
FB1029
FB102918.CDF
cdf-fecal
FB1029
FB102919.CDF
cdf-fecal
FB1029
FB102920.CDF
cdf-fecal
FB1029
FB102921.CDF
cdf-fecal
FB1029
FB102922.CDF
cdf-fecal
FB1029
FB102923.CDF
cdf-fecal
FB1029
FB102924.CDF
cdf-fecal
FB1029
FB102925.CDF
cdf-fecal
FB1029
FB102926.CDF
cdf-fecal
FB1029
FB102927.CDF
cdf-fecal
FB1029
FB102928.CDF
cdf-fecal
FB1029
FB102929.CDF
cdf-fecal
FB1029
FB102930.CDF
cdf-fecal
FB1029
FB102931.CDF
cdf-fecal
FB1029
FB102932.CDF
cdf-fecal
FB1029
FB102933.CDF
cdf-fecal
FB1029
FB102934.CDF
cdf-fecal
FB1029
FB102935.CDF
cdf-fecal
FB1029
FB102936.CDF
cdf-fecal
FB1029
FB102937.CDF
cdf-fecal
FB1030
FB103001.CDF
cdf-fecal
FB1030
FB103002.CDF
cdf-fecal
FB1030
FB103003.CDF
cdf-fecal
FB1030
FB103004.CDF
cdf-fecal
FB1030
FB103005.CDF
cdf-fecal
FB1030
FB103006.CDF
cdf-fecal
FB1030
FB103007.CDF
cdf-fecal
FB1030
FB103008.CDF
cdf-fecal
FB1030
FB103009.CDF
cdf-fecal
FB1030
FB103010.CDF
cdf-fecal
FB1030
FB103011.CDF
cdf-fecal
FB1030
FB103012.CDF
cdf-fecal
FB1030
FB103013.CDF
cdf-fecal
FB1030
FB103014.CDF
cdf-fecal
FB1030
FB103015.CDF
cdf-fecal
FB1030
FB103016.CDF
cdf-fecal
FB1030
FB103017.CDF
cdf-fecal
FB1030
FB103018.CDF
cdf-fecal
FB1030
FB103019.CDF
cdf-fecal
FB1030
FB103020.CDF
cdf-fecal
FB1030
FB103021.CDF
cdf-fecal
FB1030
FB103022.CDF
cdf-fecal
FB1030
FB103023.CDF
cdf-fecal
FB1030
FB103024.CDF
cdf-fecal
FB1030
FB103025.CDF
cdf-fecal
FB1030
FB103026.CDF
cdf-fecal
FB1030
FB103027.CDF
cdf-fecal
FB1030
FB103028.CDF
cdf-fecal
FB1030
FB103029.CDF
cdf-fecal
FB1030
FB103030.CDF
cdf-fecal
FB1030
FB103031.CDF
cdf-fecal
FB1030
FB103032.CDF
cdf-fecal
FB1030
FB103033.CDF
cdf-fecal
FB1030
FB103034.CDF
cdf-fecal
FB1030
FB103035.CDF
cdf-fecal
FB1030
FB103036.CDF
cdf-fecal
FB1030
FB103037.CDF
cdf-fecal
FB1031
FB103101.CDF
cdf-fecal
FB1031
FB103102.CDF
cdf-fecal
FB1031
FB103103.CDF
cdf-fecal
FB1031
FB103104.CDF
cdf-fecal
FB1031
FB103105.CDF
cdf-fecal
FB1031
FB103106.CDF
cdf-fecal
FB1031
FB103107.CDF
cdf-fecal
FB1031
FB103108.CDF
cdf-fecal
FB1031
FB103109.CDF
cdf-fecal
FB1031
FB103110.CDF
cdf-fecal
FB1031
FB103111.CDF
cdf-fecal
FB1031
FB103112.CDF
cdf-fecal
FB1031
FB103113.CDF
cdf-fecal
FB1031
FB103114.CDF
cdf-fecal
FB1031
FB103115.CDF
cdf-fecal
FB1031
FB103116.CDF
cdf-fecal
FB1031
FB103117.CDF
cdf-fecal
FB1031
FB103118.CDF
cdf-fecal
FB1031
FB103119.CDF
cdf-fecal
FB1031
FB103120.CDF
cdf-fecal
FB1031
FB103121.CDF
cdf-fecal
FB1031
FB103122.CDF
cdf-fecal
FB1031
FB103123.CDF
cdf-fecal
FB1031
FB103124.CDF
cdf-fecal
FB1031
FB103125.CDF
cdf-fecal
FB1031
FB103126.CDF
cdf-fecal
FB1031
FB103127.CDF
cdf-fecal
FB1031
FB103128.CDF
cdf-fecal
FB1031
FB103129.CDF
cdf-fecal
FB1031
FB103130.CDF
cdf-fecal
FB1031
FB103131.CDF
cdf-fecal
FB1031
FB103132.CDF
cdf-fecal
FB1031
FB103133.CDF
cdf-fecal
FB1031
FB103134.CDF
cdf-fecal
FB1031
FB103135.CDF
cdf-fecal
FB1031
FB103136.CDF
cdf-fecal
FB1031
FB103137.CDF
cdf-fecal
FB1032
FB103201.CDF
cdf-fecal
FB1032
FB103202.CDF
cdf-fecal
FB1032
FB103203.CDF
cdf-fecal
FB1032
FB103204.CDF
cdf-fecal
FB1032
FB103205.CDF
cdf-fecal
FB1032
FB103206.CDF
cdf-fecal
FB1032
FB103207.CDF
cdf-fecal
FB1032
FB103208.CDF
cdf-fecal
FB1032
FB103209.CDF
cdf-fecal
FB1032
FB103210.CDF
cdf-fecal
FB1032
FB103211.CDF
cdf-fecal
FB1032
FB103212.CDF
cdf-fecal
FB1032
FB103213.CDF
cdf-fecal
FB1032
FB103214.CDF
cdf-fecal
FB1032
FB103215.CDF
cdf-fecal
FB1032
FB103216.CDF
cdf-fecal
FB1032
FB103217.CDF
cdf-fecal
FB1032
FB103218.CDF
cdf-fecal
FB1032
FB103219.CDF
cdf-fecal
FB1032
FB103220.CDF
cdf-fecal
FB1032
FB103221.CDF
cdf-fecal
FB1032
FB103222.CDF
cdf-fecal
FB1032
FB103223.CDF
cdf-fecal
FB1032
FB103224.CDF
cdf-fecal
FB1032
FB103225.CDF
cdf-fecal
FB1032
FB103226.CDF
cdf-fecal
FB1032
FB103227.CDF
cdf-fecal
FB1032
FB103228.CDF
cdf-fecal
FB1032
FB103229.CDF
cdf-fecal
FB1032
FB103230.CDF
cdf-fecal
FB1032
FB103231.CDF
cdf-fecal
FB1032
FB103232.CDF
cdf-fecal
FB1032
FB103233.CDF
cdf-fecal
FB1032
FB103234.CDF
cdf-fecal
FB1032
FB103235.CDF
cdf-fecal
FB1032
FB103236.CDF
cdf-fecal
FB1032
FB103237.CDF
cdf-fecal
FB1033
FB103301.CDF
cdf-fecal
FB1033
FB103302.CDF
cdf-fecal
FB1033
FB103303.CDF
cdf-fecal
FB1033
FB103304.CDF
cdf-fecal
FB1033
FB103305.CDF
cdf-fecal
FB1033
FB103306.CDF
cdf-fecal
FB1033
FB103307.CDF
cdf-fecal
FB1033
FB103308.CDF
cdf-fecal
FB1033
FB103309.CDF
cdf-fecal
FB1033
FB103310.CDF
cdf-fecal
FB1033
FB103311.CDF
cdf-fecal
FB1033
FB103312.CDF
cdf-fecal
FB1033
FB103313.CDF
cdf-fecal
FB1033
FB103314.CDF
cdf-fecal
FB1033
FB103315.CDF
cdf-fecal
FB1033
FB103316.CDF
cdf-fecal
FB1033
FB103317.CDF
cdf-fecal
FB1033
FB103318.CDF
cdf-fecal
FB1033
FB103319.CDF
cdf-fecal
FB1033
FB103320.CDF
cdf-fecal
FB1033
FB103321.CDF
cdf-fecal
FB1033
FB103322.CDF
cdf-fecal
FB1033
FB103323.CDF
cdf-fecal
FB1033
FB103324.CDF
cdf-fecal
FB1033
FB103325.CDF
cdf-fecal
FB1033
FB103326.CDF
cdf-fecal
FB1033
FB103327.CDF
cdf-fecal
FB1033
FB103328.CDF
cdf-fecal
FB1033
FB103329.CDF
cdf-fecal
FB1033
FB103330.CDF
cdf-fecal
FB1033
FB103331.CDF
cdf-fecal
FB1033
FB103332.CDF
cdf-fecal
FB1033
FB103333.CDF
cdf-fecal
FB1033
FB103334.CDF
cdf-fecal
FB1033
FB103335.CDF
cdf-fecal
FB1033
FB103336.CDF
cdf-fecal
FB1033
FB103337.CDF
cdf-fecal
FB1034
FB103401.CDF
cdf-fecal
FB1034
FB103402.CDF
cdf-fecal
FB1034
FB103403.CDF
cdf-fecal
FB1034
FB103404.CDF
cdf-fecal
FB1034
FB103405.CDF
cdf-fecal
FB1034
FB103406.CDF
cdf-fecal
FB1034
FB103407.CDF
cdf-fecal
FB1034
FB103408.CDF
cdf-fecal
FB1034
FB103409.CDF
cdf-fecal
FB1034
FB103410.CDF
cdf-fecal
FB1034
FB103411.CDF
cdf-fecal
FB1034
FB103412.CDF
cdf-fecal
FB1034
FB103413.CDF
cdf-fecal
FB1034
FB103414.CDF
cdf-fecal
FB1034
FB103415.CDF
cdf-fecal
FB1034
FB103416.CDF
cdf-fecal
FB1034
FB103417.CDF
cdf-fecal
FB1034
FB103418.CDF
cdf-fecal
FB1034
FB103419.CDF
cdf-fecal
FB1034
FB103420.CDF
cdf-fecal
FB1034
FB103421.CDF
cdf-fecal
FB1034
FB103422.CDF
cdf-fecal
FB1034
FB103423.CDF
cdf-fecal
FB1034
FB103424.CDF
cdf-fecal
FB1034
FB103425.CDF
cdf-fecal
FB1034
FB103426.CDF
cdf-fecal
FB1034
FB103427.CDF
cdf-fecal
FB1034
FB103428.CDF
cdf-fecal
FB1034
FB103429.CDF
cdf-fecal
FB1034
FB103430.CDF
cdf-fecal
FB1034
FB103431.CDF
cdf-fecal
FB1034
FB103432.CDF
cdf-fecal
FB1034
FB103433.CDF
cdf-fecal
FB1034
FB103434.CDF
cdf-fecal
FB1034
FB103435.CDF
cdf-fecal
FB1034
FB103436.CDF
cdf-fecal
FB1034
FB103437.CDF
cdf-fecal
FB1035
FB103501.CDF
cdf-fecal
FB1035
FB103502.CDF
cdf-fecal
FB1035
FB103503.CDF
cdf-fecal
FB1035
FB103504.CDF
cdf-fecal
FB1035
FB103505.CDF
cdf-fecal
FB1035
FB103506.CDF
cdf-fecal
FB1035
FB103507.CDF
cdf-fecal
FB1035
FB103508.CDF
cdf-fecal
FB1035
FB103509.CDF
cdf-fecal
FB1035
FB103510.CDF
cdf-fecal
FB1035
FB103511.CDF
cdf-fecal
FB1035
FB103512.CDF
cdf-fecal
FB1035
FB103513.CDF
cdf-fecal
FB1035
FB103514.CDF
cdf-fecal
FB1035
FB103515.CDF
cdf-fecal
FB1035
FB103516.CDF
cdf-fecal
FB1035
FB103517.CDF
cdf-fecal
FB1035
FB103518.CDF
cdf-fecal
FB1035
FB103519.CDF
cdf-fecal
FB1035
FB103520.CDF
cdf-fecal
FB1035
FB103521.CDF
cdf-fecal
FB1035
FB103522.CDF
cdf-fecal
FB1035
FB103523.CDF
cdf-fecal
FB1035
FB103524.CDF
cdf-fecal
FB1035
FB103525.CDF
cdf-fecal
FB1035
FB103526.CDF
cdf-fecal
FB1035
FB103527.CDF
cdf-fecal
FB1035
FB103528.CDF
cdf-fecal
FB1035
FB103529.CDF
cdf-fecal
FB1035
FB103530.CDF
cdf-fecal
FB1035
FB103531.CDF
cdf-fecal
FB1035
FB103532.CDF
cdf-fecal
FB1035
FB103533.CDF
cdf-fecal
FB1035
FB103534.CDF
cdf-fecal
FB1035
FB103535.CDF
cdf-fecal
FB1035
FB103536.CDF
cdf-fecal
FB1035
FB103537.CDF
cdf-fecal
FB1036
FB103601.CDF
cdf-fecal
FB1036
FB103602.CDF
cdf-fecal
FB1036
FB103603.CDF
cdf-fecal
FB1036
FB103604.CDF
cdf-fecal
FB1036
FB103605.CDF
cdf-fecal
FB1036
FB103606.CDF
cdf-fecal
FB1036
FB103607.CDF
cdf-fecal
FB1036
FB103608.CDF
cdf-fecal
FB1036
FB103609.CDF
cdf-fecal
FB1036
FB103610.CDF
cdf-fecal
FB1036
FB103611.CDF
cdf-fecal
FB1036
FB103612.CDF
cdf-fecal
FB1036
FB103613.CDF
cdf-fecal
FB1036
FB103614.CDF
cdf-fecal
FB1036
FB103615.CDF
cdf-fecal
FB1036
FB103616.CDF
cdf-fecal
FB1036
FB103617.CDF
cdf-fecal
FB1036
FB103618.CDF
cdf-fecal
FB1036
FB103619.CDF
cdf-fecal
FB1036
FB103620.CDF
cdf-fecal
FB1036
FB103621.CDF
cdf-fecal
FB1036
FB103622.CDF
cdf-fecal
FB1036
FB103623.CDF
cdf-fecal
FB1036
FB103624.CDF
cdf-fecal
FB1036
FB103625.CDF
cdf-fecal
FB1036
FB103626.CDF
cdf-fecal
FB1036
FB103627.CDF
cdf-fecal
FB1036
FB103628.CDF
cdf-fecal
FB1036
FB103629.CDF
cdf-fecal
FB1036
FB103630.CDF
cdf-fecal
FB1036
FB103631.CDF
cdf-fecal
FB1036
FB103632.CDF
cdf-fecal
FB1036
FB103633.CDF
cdf-fecal
FB1036
FB103634.CDF
cdf-fecal
FB1036
FB103635.CDF
cdf-fecal
FB1036
FB103636.CDF
cdf-fecal
FB1036
FB103637.CDF
cdf-fecal
FB1037
FB103701.CDF
cdf-fecal
FB1037
FB103702.CDF
cdf-fecal
FB1037
FB103703.CDF
cdf-fecal
FB1037
FB103704.CDF
cdf-fecal
FB1037
FB103705.CDF
cdf-fecal
FB1037
FB103706.CDF
cdf-fecal
FB1037
FB103707.CDF
cdf-fecal
FB1037
FB103708.CDF
cdf-fecal
FB1037
FB103709.CDF
cdf-fecal
FB1037
FB103710.CDF
cdf-fecal
FB1037
FB103711.CDF
cdf-fecal
FB1037
FB103712.CDF
cdf-fecal
FB1037
FB103713.CDF
cdf-fecal
FB1037
FB103714.CDF
cdf-fecal
FB1037
FB103715.CDF
cdf-fecal
FB1037
FB103716.CDF
cdf-fecal
FB1037
FB103717.CDF
cdf-fecal
FB1037
FB103718.CDF
cdf-fecal
FB1037
FB103719.CDF
cdf-fecal
FB1037
FB103720.CDF
cdf-fecal
FB1037
FB103721.CDF
cdf-fecal
FB1037
FB103722.CDF
cdf-fecal
FB1037
FB103723.CDF
cdf-fecal
FB1037
FB103724.CDF
cdf-fecal
FB1037
FB103725.CDF
cdf-fecal
FB1037
FB103726.CDF
cdf-fecal
FB1037
FB103727.CDF
cdf-fecal
FB1037
FB103728.CDF
cdf-fecal
FB1037
FB103729.CDF
cdf-fecal
FB1037
FB103730.CDF
cdf-fecal
FB1037
FB103731.CDF
cdf-fecal
FB1037
FB103732.CDF
cdf-fecal
FB1037
FB103733.CDF
cdf-fecal
FB1037
FB103734.CDF
cdf-fecal
FB1037
FB103735.CDF
cdf-fecal
FB1037
FB103736.CDF
cdf-fecal
FB1037
FB103737.CDF
cdf-fecal
FB1038
FB103801.CDF
cdf-fecal
FB1038
FB103802.CDF
cdf-fecal
FB1038
FB103803.CDF
cdf-fecal
FB1038
FB103804.CDF
cdf-fecal
FB1038
FB103805.CDF
cdf-fecal
FB1038
FB103806.CDF
cdf-fecal
FB1038
FB103807.CDF
cdf-fecal
FB1038
FB103808.CDF
cdf-fecal
FB1038
FB103809.CDF
cdf-fecal
FB1038
FB103810.CDF
cdf-fecal
FB1038
FB103811.CDF
cdf-fecal
FB1038
FB103812.CDF
cdf-fecal
FB1038
FB103813.CDF
cdf-fecal
FB1038
FB103814.CDF
cdf-fecal
FB1038
FB103815.CDF
cdf-fecal
FB1038
FB103816.CDF
cdf-fecal
FB1038
FB103817.CDF
cdf-fecal
FB1038
FB103818.CDF
cdf-fecal
FB1038
FB103819.CDF
cdf-fecal
FB1038
FB103820.CDF
cdf-fecal
FB1038
FB103821.CDF
cdf-fecal
FB1038
FB103822.CDF
cdf-fecal
FB1038
FB103823.CDF
cdf-fecal
FB1038
FB103824.CDF
cdf-fecal
FB1038
FB103825.CDF
cdf-fecal
FB1038
FB103826.CDF
cdf-fecal
FB1038
FB103827.CDF
cdf-fecal
FB1038
FB103828.CDF
cdf-fecal
FB1038
FB103829.CDF
cdf-fecal
FB1038
FB103830.CDF
cdf-fecal
FB1038
FB103831.CDF
cdf-fecal
FB1038
FB103832.CDF
cdf-fecal
FB1038
FB103833.CDF
cdf-fecal
FB1038
FB103834.CDF
cdf-fecal
FB1038
FB103835.CDF
cdf-fecal
FB1038
FB103836.CDF
cdf-fecal
FB1038
FB103837.CDF
cdf-fecal
FB1039
FB103901.CDF
cdf-fecal
FB1039
FB103902.CDF
cdf-fecal
FB1039
FB103903.CDF
cdf-fecal
FB1039
FB103904.CDF
cdf-fecal
FB1039
FB103905.CDF
cdf-fecal
FB1039
FB103906.CDF
cdf-fecal
FB1039
FB103907.CDF
cdf-fecal
FB1039
FB103908.CDF
cdf-fecal
FB1039
FB103909.CDF
cdf-fecal
FB1039
FB103910.CDF
cdf-fecal
FB1039
FB103911.CDF
cdf-fecal
FB1039
FB103912.CDF
cdf-fecal
FB1039
FB103913.CDF
cdf-fecal
FB1039
FB103914.CDF
cdf-fecal
FB1039
FB103915.CDF
cdf-fecal
FB1039
FB103916.CDF
cdf-fecal
FB1039
FB103917.CDF
cdf-fecal
FB1039
FB103918.CDF
cdf-fecal
FB1039
FB103919.CDF
cdf-fecal
FB1039
FB103920.CDF
cdf-fecal
FB1039
FB103921.CDF
cdf-fecal
FB1039
FB103922.CDF
cdf-fecal
FB1039
FB103923.CDF
cdf-fecal
FB1039
FB103924.CDF
cdf-fecal
FB1039
FB103925.CDF
cdf-fecal
FB1039
FB103926.CDF
cdf-fecal
FB1039
FB103927.CDF
cdf-fecal
FB1039
FB103928.CDF
cdf-fecal
FB1039
FB103929.CDF
cdf-fecal
FB1039
FB103930.CDF
cdf-fecal
FB1039
FB103931.CDF
cdf-fecal
FB1039
FB103932.CDF
cdf-fecal
FB1039
FB103933.CDF
cdf-fecal
FB1039
FB103934.CDF
cdf-fecal
FB1039
FB103935.CDF
cdf-fecal
FB1039
FB103936.CDF
cdf-fecal
FB1039
FB103937.CDF
cdf-fecal
FB1040
FB104001.CDF
cdf-fecal
FB1040
FB104002.CDF
cdf-fecal
FB1040
FB104003.CDF
cdf-fecal
FB1040
FB104004.CDF
cdf-fecal
FB1040
FB104005.CDF
cdf-fecal
FB1040
FB104006.CDF
cdf-fecal
FB1040
FB104007.CDF
cdf-fecal
FB1040
FB104008.CDF
cdf-fecal
FB1040
FB104009.CDF
cdf-fecal
FB1040
FB104010.CDF
cdf-fecal
FB1040
FB104011.CDF
cdf-fecal
FB1040
FB104012.CDF
cdf-fecal
FB1040
FB104013.CDF
cdf-fecal
FB1040
FB104014.CDF
cdf-fecal
FB1040
FB104015.CDF
cdf-fecal
FB1040
FB104016.CDF
cdf-fecal
FB1040
FB104017.CDF
cdf-fecal
FB1040
FB104018.CDF
cdf-fecal
FB1040
FB104019.CDF
cdf-fecal
FB1040
FB104020.CDF
cdf-fecal
FB1040
FB104021.CDF
cdf-fecal
FB1040
FB104022.CDF
cdf-fecal
FB1040
FB104023.CDF
cdf-fecal
FB1040
FB104024.CDF
cdf-fecal
FB1040
FB104025.CDF
cdf-fecal
FB1040
FB104026.CDF
cdf-fecal
FB1040
FB104027.CDF
cdf-fecal
FB1040
FB104028.CDF
cdf-fecal
FB1040
FB104029.CDF
cdf-fecal
FB1040
FB104030.CDF
cdf-fecal
FB1040
FB104031.CDF
cdf-fecal
FB1040
FB104032.CDF
cdf-fecal
FB1040
FB104033.CDF
cdf-fecal
FB1040
FB104034.CDF
cdf-fecal
FB1040
FB104035.CDF
cdf-fecal
FB1040
FB104036.CDF
cdf-fecal
FB1040
FB104037.CDF
cdf-fecal
FB1041
FB104101.CDF
cdf-fecal
FB1041
FB104102.CDF
cdf-fecal
FB1041
FB104103.CDF
cdf-fecal
FB1041
FB104104.CDF
cdf-fecal
FB1041
FB104105.CDF
cdf-fecal
FB1041
FB104106.CDF
cdf-fecal
FB1041
FB104107.CDF
cdf-fecal
FB1041
FB104108.CDF
cdf-fecal
FB1041
FB104109.CDF
cdf-fecal
FB1041
FB104110.CDF
cdf-fecal
FB1041
FB104111.CDF
cdf-fecal
FB1041
FB104112.CDF
cdf-fecal
FB1041
FB104113.CDF
cdf-fecal
FB1041
FB104114.CDF
cdf-fecal
FB1041
FB104115.CDF
cdf-fecal
FB1041
FB104116.CDF
cdf-fecal
FB1041
FB104117.CDF
cdf-fecal
FB1041
FB104118.CDF
cdf-fecal
FB1041
FB104119.CDF
cdf-fecal
FB1041
FB104120.CDF
cdf-fecal
FB1041
FB104121.CDF
cdf-fecal
FB1041
FB104122.CDF
cdf-fecal
FB1041
FB104123.CDF
cdf-fecal
FB1041
FB104124.CDF
cdf-fecal
FB1041
FB104125.CDF
cdf-fecal
FB1041
FB104126.CDF
cdf-fecal
FB1041
FB104127.CDF
cdf-fecal
FB1041
FB104128.CDF
cdf-fecal
FB1041
FB104129.CDF
cdf-fecal
FB1041
FB104130.CDF
cdf-fecal
FB1041
FB104131.CDF
cdf-fecal
FB1041
FB104132.CDF
cdf-fecal
FB1041
FB104133.CDF
cdf-fecal
FB1041
FB104134.CDF
cdf-fecal
FB1041
FB104135.CDF
cdf-fecal
FB1041
FB104136.CDF
cdf-fecal
FB1041
FB104137.CDF
cdf-fecal
FB1042
FB104201.CDF
cdf-fecal
FB1042
FB104202.CDF
cdf-fecal
FB1042
FB104203.CDF
cdf-fecal
FB1042
FB104204.CDF
cdf-fecal
FB1042
FB104205.CDF
cdf-fecal
FB1042
FB104206.CDF
cdf-fecal
FB1042
FB104207.CDF
cdf-fecal
FB1042
FB104208.CDF
cdf-fecal
FB1042
FB104209.CDF
cdf-fecal
FB1042
FB104210.CDF
cdf-fecal
FB1042
FB104211.CDF
cdf-fecal
FB1042
FB104212.CDF
cdf-fecal
FB1042
FB104213.CDF
cdf-fecal
FB1042
FB104214.CDF
cdf-fecal
FB1042
FB104215.CDF
cdf-fecal
FB1042
FB104216.CDF
cdf-fecal
FB1042
FB104217.CDF
cdf-fecal
FB1042
FB104218.CDF
cdf-fecal
FB1042
FB104219.CDF
cdf-fecal
FB1042
FB104220.CDF
cdf-fecal
FB1042
FB104221.CDF
cdf-fecal
FB1042
FB104222.CDF
cdf-fecal
FB1042
FB104223.CDF
cdf-fecal
FB1042
FB104224.CDF
cdf-fecal
FB1042
FB104225.CDF
cdf-fecal
FB1042
FB104226.CDF
cdf-fecal
FB1042
FB104227.CDF
cdf-fecal
FB1042
FB104228.CDF
cdf-fecal
FB1042
FB104229.CDF
cdf-fecal
FB1042
FB104230.CDF
cdf-fecal
FB1042
FB104231.CDF
cdf-fecal
FB1042
FB104232.CDF
cdf-fecal
FB1042
FB104233.CDF
cdf-fecal
FB1042
FB104234.CDF
cdf-fecal
FB1042
FB104235.CDF
cdf-fecal
FB1042
FB104236.CDF
cdf-fecal
FB1042
FB104237.CDF
cdf-fecal
FB1043
FB104301.CDF
cdf-fecal
FB1043
FB104302.CDF
cdf-fecal
FB1043
FB104303.CDF
cdf-fecal
FB1043
FB104304.CDF
cdf-fecal
FB1043
FB104305.CDF
cdf-fecal
FB1043
FB104306.CDF
cdf-fecal
FB1043
FB104307.CDF
cdf-fecal
FB1043
FB104308.CDF
cdf-fecal
FB1043
FB104309.CDF
cdf-fecal
FB1043
FB104310.CDF
cdf-fecal
FB1043
FB104311.CDF
cdf-fecal
FB1043
FB104312.CDF
cdf-fecal
FB1043
FB104313.CDF
cdf-fecal
FB1043
FB104314.CDF
cdf-fecal
FB1043
FB104315.CDF
cdf-fecal
FB1043
FB104316.CDF
cdf-fecal
FB1043
FB104317.CDF
cdf-fecal
FB1043
FB104318.CDF
cdf-fecal
FB1043
FB104319.CDF
cdf-fecal
FB1043
FB104320.CDF
cdf-fecal
FB1043
FB104321.CDF
cdf-fecal
FB1043
FB104322.CDF
cdf-fecal
FB1043
FB104323.CDF
cdf-fecal
FB1043
FB104324.CDF
cdf-fecal
FB1043
FB104325.CDF
cdf-fecal
FB1043
FB104326.CDF
cdf-fecal
FB1043
FB104327.CDF
cdf-fecal
FB1043
FB104328.CDF
cdf-fecal
FB1043
FB104329.CDF
cdf-fecal
FB1043
FB104330.CDF
cdf-fecal
FB1043
FB104331.CDF
cdf-fecal
FB1043
FB104332.CDF
cdf-fecal
FB1043
FB104333.CDF
cdf-fecal
FB1043
FB104334.CDF
cdf-fecal
FB1043
FB104335.CDF
cdf-fecal
FB1043
FB104336.CDF
cdf-fecal
FB1043
FB104337.CDF
cdf-fecal
FB1044
FB104401.CDF
cdf-fecal
FB1044
FB104402.CDF
cdf-fecal
FB1044
FB104403.CDF
cdf-fecal
FB1044
FB104404.CDF
cdf-fecal
FB1044
FB104405.CDF
cdf-fecal
FB1044
FB104406.CDF
cdf-fecal
FB1044
FB104407.CDF
cdf-fecal
FB1044
FB104408.CDF
cdf-fecal
FB1044
FB104409.CDF
cdf-fecal
FB1044
FB104410.CDF
cdf-fecal
FB1044
FB104411.CDF
cdf-fecal
FB1044
FB104412.CDF
cdf-fecal
FB1044
FB104413.CDF
cdf-fecal
FB1044
FB104414.CDF
cdf-fecal
FB1044
FB104415.CDF
cdf-fecal
FB1044
FB104416.CDF
cdf-fecal
FB1044
FB104417.CDF
cdf-fecal
FB1044
FB104418.CDF
cdf-fecal
FB1044
FB104419.CDF
cdf-fecal
FB1044
FB104420.CDF
cdf-fecal
FB1044
FB104421.CDF
cdf-fecal
FB1044
FB104422.CDF
cdf-fecal
FB1044
FB104423.CDF
cdf-fecal
FB1044
FB104424.CDF
cdf-fecal
FB1044
FB104425.CDF
cdf-fecal
FB1044
FB104426.CDF
cdf-fecal
FB1044
FB104427.CDF
cdf-fecal
FB1044
FB104428.CDF
cdf-fecal
FB1044
FB104429.CDF
cdf-fecal
FB1044
FB104430.CDF
cdf-fecal
FB1044
FB104431.CDF
cdf-fecal
FB1044
FB104432.CDF
cdf-fecal
FB1044
FB104433.CDF
cdf-fecal
FB1044
FB104434.CDF
cdf-fecal
FB1044
FB104435.CDF
cdf-fecal
FB1044
FB104436.CDF
cdf-fecal
FB1044
FB104437.CDF
cdf-fecal
FB1045
FB104501.CDF
cdf-fecal
FB1045
FB104502.CDF
cdf-fecal
FB1045
FB104503.CDF
cdf-fecal
FB1045
FB104504.CDF
cdf-fecal
FB1045
FB104505.CDF
cdf-fecal
FB1045
FB104506.CDF
cdf-fecal
FB1045
FB104507.CDF
cdf-fecal
FB1045
FB104508.CDF
cdf-fecal
FB1045
FB104509.CDF
cdf-fecal
FB1045
FB104510.CDF
cdf-fecal
FB1045
FB104511.CDF
cdf-fecal
FB1045
FB104512.CDF
cdf-fecal
FB1045
FB104513.CDF
cdf-fecal
FB1045
FB104514.CDF
cdf-fecal
FB1045
FB104515.CDF
cdf-fecal
FB1045
FB104516.CDF
cdf-fecal
FB1045
FB104517.CDF
cdf-fecal
FB1045
FB104518.CDF
cdf-fecal
FB1045
FB104519.CDF
cdf-fecal
FB1045
FB104520.CDF
cdf-fecal
FB1045
FB104521.CDF
cdf-fecal
FB1045
FB104522.CDF
cdf-fecal
FB1045
FB104523.CDF
cdf-fecal
FB1045
FB104524.CDF
cdf-fecal
FB1045
FB104525.CDF
cdf-fecal
FB1045
FB104526.CDF
cdf-fecal
FB1045
FB104527.CDF
cdf-fecal
FB1045
FB104528.CDF
cdf-fecal
FB1045
FB104529.CDF
cdf-fecal
FB1045
FB104530.CDF
cdf-fecal
FB1045
FB104531.CDF
cdf-fecal
FB1045
FB104532.CDF
cdf-fecal
FB1045
FB104533.CDF
cdf-fecal
FB1045
FB104534.CDF
cdf-fecal
FB1045
FB104535.CDF
cdf-fecal
FB1045
FB104536.CDF
cdf-fecal
FB1045
FB104537.CDF
cdf-fecal
FB1046
FB104601.CDF
cdf-fecal
FB1046
FB104602.CDF
cdf-fecal
FB1046
FB104603.CDF
cdf-fecal
FB1046
FB104604.CDF
cdf-fecal
FB1046
FB104605.CDF
cdf-fecal
FB1046
FB104606.CDF
cdf-fecal
FB1046
FB104607.CDF
cdf-fecal
FB1046
FB104608.CDF
cdf-fecal
FB1046
FB104609.CDF
cdf-fecal
FB1046
FB104610.CDF
cdf-fecal
FB1046
FB104611.CDF
cdf-fecal
FB1046
FB104612.CDF
cdf-fecal
FB1046
FB104613.CDF
cdf-fecal
FB1046
FB104614.CDF
cdf-fecal
FB1046
FB104615.CDF
cdf-fecal
FB1046
FB104616.CDF
cdf-fecal
FB1046
FB104617.CDF
cdf-fecal
FB1046
FB104618.CDF
cdf-fecal
FB1046
FB104619.CDF
cdf-fecal
FB1046
FB104620.CDF
cdf-fecal
FB1046
FB104621.CDF
cdf-fecal
FB1046
FB104622.CDF
cdf-fecal
FB1046
FB104623.CDF
cdf-fecal
FB1046
FB104624.CDF
cdf-fecal
FB1046
FB104625.CDF
cdf-fecal
FB1046
FB104626.CDF
cdf-fecal
FB1046
FB104627.CDF
cdf-fecal
FB1046
FB104628.CDF
cdf-fecal
FB1046
FB104629.CDF
cdf-fecal
FB1046
FB104630.CDF
cdf-fecal
FB1046
FB104631.CDF
cdf-fecal
FB1046
FB104632.CDF
cdf-fecal
FB1046
FB104633.CDF
cdf-fecal
FB1046
FB104634.CDF
cdf-fecal
FB1046
FB104635.CDF
cdf-fecal
FB1046
FB104636.CDF
cdf-fecal
FB1046
FB104637.CDF
cdf-fecal
FB1047
FB104701.CDF
cdf-fecal
FB1047
FB104702.CDF
cdf-fecal
FB1047
FB104703.CDF
cdf-fecal
FB1047
FB104704.CDF
cdf-fecal
FB1047
FB104705.CDF
cdf-fecal
FB1047
FB104706.CDF
cdf-fecal
FB1047
FB104707.CDF
cdf-fecal
FB1047
FB104708.CDF
cdf-fecal
FB1047
FB104709.CDF
cdf-fecal
FB1047
FB104710.CDF
cdf-fecal
FB1047
FB104711.CDF
cdf-fecal
FB1047
FB104712.CDF
cdf-fecal
FB1047
FB104713.CDF
cdf-fecal
FB1047
FB104714.CDF
cdf-fecal
FB1047
FB104715.CDF
cdf-fecal
FB1047
FB104716.CDF
cdf-fecal
FB1047
FB104717.CDF
cdf-fecal
FB1047
FB104718.CDF
cdf-fecal
FB1047
FB104719.CDF
cdf-fecal
FB1047
FB104720.CDF
cdf-fecal
FB1047
FB104721.CDF
cdf-fecal
FB1047
FB104722.CDF
cdf-fecal
FB1047
FB104723.CDF
cdf-fecal
FB1047
FB104724.CDF
cdf-fecal
FB1047
FB104725.CDF
cdf-fecal
FB1047
FB104726.CDF
cdf-fecal
FB1047
FB104727.CDF
cdf-fecal
FB1047
FB104728.CDF
cdf-fecal
FB1047
FB104729.CDF
cdf-fecal
FB1047
FB104730.CDF
cdf-fecal
FB1047
FB104731.CDF
cdf-fecal
FB1047
FB104732.CDF
cdf-fecal
FB1047
FB104733.CDF
cdf-fecal
FB1047
FB104734.CDF
cdf-fecal
FB1047
FB104735.CDF
cdf-fecal
FB1047
FB104736.CDF
cdf-fecal
FB1047
FB104737.CDF
cdf-fecal
FB1048
FB104801.CDF
cdf-fecal
FB1048
FB104802.CDF
cdf-fecal
FB1048
FB104803.CDF
cdf-fecal
FB1048
FB104804.CDF
cdf-fecal
FB1048
FB104805.CDF
cdf-fecal
FB1048
FB104806.CDF
cdf-fecal
FB1048
FB104807.CDF
cdf-fecal
FB1048
FB104808.CDF
cdf-fecal
FB1048
FB104809.CDF
cdf-fecal
FB1048
FB104810.CDF
cdf-fecal
FB1048
FB104811.CDF
cdf-fecal
FB1048
FB104812.CDF
cdf-fecal
FB1048
FB104813.CDF
cdf-fecal
FB1048
FB104814.CDF
cdf-fecal
FB1048
FB104815.CDF
cdf-fecal
FB1048
FB104816.CDF
cdf-fecal
FB1048
FB104817.CDF
cdf-fecal
FB1048
FB104818.CDF
cdf-fecal
FB1048
FB104819.CDF
cdf-fecal
FB1048
FB104820.CDF
cdf-fecal
FB1048
FB104821.CDF
cdf-fecal
FB1048
FB104822.CDF
cdf-fecal
FB1048
FB104823.CDF
cdf-fecal
FB1048
FB104824.CDF
cdf-fecal
FB1048
FB104825.CDF
cdf-fecal
FB1048
FB104826.CDF
cdf-fecal
FB1048
FB104827.CDF
cdf-fecal
FB1048
FB104828.CDF
cdf-fecal
FB1048
FB104829.CDF
cdf-fecal
FB1048
FB104830.CDF
cdf-fecal
FB1048
FB104831.CDF
cdf-fecal
FB1048
FB104832.CDF
cdf-fecal
FB1048
FB104833.CDF
cdf-fecal
FB1048
FB104834.CDF
cdf-fecal
FB1048
FB104835.CDF
cdf-fecal
FB1048
FB104836.CDF
cdf-fecal
FB1048
FB104837.CDF
cdf-fecal
FB1049
FB104901.CDF
cdf-fecal
FB1049
FB104902.CDF
cdf-fecal
FB1049
FB104903.CDF
cdf-fecal
FB1049
FB104904.CDF
cdf-fecal
FB1049
FB104905.CDF
cdf-fecal
FB1049
FB104906.CDF
cdf-fecal
FB1049
FB104907.CDF
cdf-fecal
FB1049
FB104908.CDF
cdf-fecal
FB1049
FB104909.CDF
cdf-fecal
FB1049
FB104910.CDF
cdf-fecal
FB1049
FB104911.CDF
cdf-fecal
FB1049
FB104912.CDF
cdf-fecal
FB1049
FB104913.CDF
cdf-fecal
FB1049
FB104914.CDF
cdf-fecal
FB1049
FB104915.CDF
cdf-fecal
FB1049
FB104916.CDF
cdf-fecal
FB1049
FB104917.CDF
cdf-fecal
FB1049
FB104918.CDF
cdf-fecal
FB1049
FB104919.CDF
cdf-fecal
FB1049
FB104920.CDF
cdf-fecal
FB1049
FB104921.CDF
cdf-fecal
FB1049
FB104922.CDF
cdf-fecal
FB1049
FB104923.CDF
cdf-fecal
FB1049
FB104924.CDF
cdf-fecal
FB1049
FB104925.CDF
cdf-fecal
FB1049
FB104926.CDF
cdf-fecal
FB1049
FB104927.CDF
cdf-fecal
FB1049
FB104928.CDF
cdf-fecal
FB1049
FB104929.CDF
cdf-fecal
FB1049
FB104930.CDF
cdf-fecal
FB1049
FB104931.CDF
cdf-fecal
FB1049
FB104932.CDF
cdf-fecal
FB1049
FB104933.CDF
cdf-fecal
FB1049
FB104934.CDF
cdf-fecal
FB1049
FB104935.CDF
cdf-fecal
FB1049
FB104936.CDF
cdf-fecal
FB1049
FB104937.CDF
cdf-fecal
FB1050
FB105001.CDF
cdf-fecal
FB1050
FB105002.CDF
cdf-fecal
FB1050
FB105003.CDF
cdf-fecal
FB1050
FB105004.CDF
cdf-fecal
FB1050
FB105005.CDF
cdf-fecal
FB1050
FB105006.CDF
cdf-fecal
FB1050
FB105007.CDF
cdf-fecal
FB1050
FB105008.CDF
cdf-fecal
FB1050
FB105009.CDF
cdf-fecal
FB1050
FB105010.CDF
cdf-fecal
FB1050
FB105011.CDF
cdf-fecal
FB1050
FB105012.CDF
cdf-fecal
FB1050
FB105013.CDF
cdf-fecal
FB1050
FB105014.CDF
cdf-fecal
FB1050
FB105015.CDF
cdf-fecal
FB1050
FB105016.CDF
cdf-fecal
FB1050
FB105017.CDF
cdf-fecal
FB1050
FB105018.CDF
cdf-fecal
FB1050
FB105019.CDF
cdf-fecal
FB1050
FB105020.CDF
cdf-fecal
FB1050
FB105021.CDF
cdf-fecal
FB1050
FB105022.CDF
cdf-fecal
FB1050
FB105023.CDF
cdf-fecal
FB1050
FB105024.CDF
cdf-fecal
FB1050
FB105025.CDF
cdf-fecal
FB1050
FB105026.CDF
cdf-fecal
FB1050
FB105027.CDF
cdf-fecal
FB1050
FB105028.CDF
cdf-fecal
FB1050
FB105029.CDF
cdf-fecal
FB1050
FB105030.CDF
cdf-fecal
FB1050
FB105031.CDF
cdf-fecal
FB1050
FB105032.CDF
cdf-fecal
FB1050
FB105033.CDF
cdf-fecal
FB1050
FB105034.CDF
cdf-fecal
FB1050
FB105035.CDF
cdf-fecal
FB1050
FB105036.CDF
cdf-fecal
FB1050
FB105037.CDF
cdf-fecal
FB1051
FB105101.CDF
cdf-fecal
FB1051
FB105102.CDF
cdf-fecal
FB1051
FB105103.CDF
cdf-fecal
FB1051
FB105104.CDF
cdf-fecal
FB1051
FB105105.CDF
cdf-fecal
FB1051
FB105106.CDF
cdf-fecal
FB1051
FB105107.CDF
cdf-fecal
FB1051
FB105108.CDF
cdf-fecal
FB1051
FB105109.CDF
cdf-fecal
FB1051
FB105110.CDF
cdf-fecal
FB1051
FB105111.CDF
cdf-fecal
FB1051
FB105112.CDF
cdf-fecal
FB1051
FB105113.CDF
cdf-fecal
FB1051
FB105114.CDF
cdf-fecal
FB1051
FB105115.CDF
cdf-fecal
FB1051
FB105116.CDF
cdf-fecal
FB1051
FB105117.CDF
cdf-fecal
FB1051
FB105118.CDF
cdf-fecal
FB1051
FB105119.CDF
cdf-fecal
FB1051
FB105120.CDF
cdf-fecal
FB1051
FB105121.CDF
cdf-fecal
FB1051
FB105122.CDF
cdf-fecal
FB1051
FB105123.CDF
cdf-fecal
FB1051
FB105124.CDF
cdf-fecal
FB1051
FB105125.CDF
cdf-fecal
FB1051
FB105126.CDF
cdf-fecal
FB1051
FB105127.CDF
cdf-fecal
FB1051
FB105128.CDF
cdf-fecal
FB1051
FB105129.CDF
cdf-fecal
FB1051
FB105130.CDF
cdf-fecal
FB1051
FB105131.CDF
cdf-fecal
FB1051
FB105132.CDF
cdf-fecal
FB1051
FB105133.CDF
cdf-fecal
FB1051
FB105134.CDF
cdf-fecal
FB1051
FB105135.CDF
cdf-fecal
FB1051
FB105136.CDF
cdf-fecal
FB1051
FB105137.CDF
cdf-fecal
FB1052
FB105201.CDF
cdf-fecal
FB1052
FB105202.CDF
cdf-fecal
FB1052
FB105203.CDF
cdf-fecal
FB1052
FB105204.CDF
cdf-fecal
FB1052
FB105205.CDF
cdf-fecal
FB1052
FB105206.CDF
cdf-fecal
FB1052
FB105207.CDF
cdf-fecal
FB1052
FB105208.CDF
cdf-fecal
FB1052
FB105209.CDF
cdf-fecal
FB1052
FB105210.CDF
cdf-fecal
FB1052
FB105211.CDF
cdf-fecal
FB1052
FB105212.CDF
cdf-fecal
FB1052
FB105213.CDF
cdf-fecal
FB1052
FB105214.CDF
cdf-fecal
FB1052
FB105215.CDF
cdf-fecal
FB1052
FB105216.CDF
cdf-fecal
FB1052
FB105217.CDF
cdf-fecal
FB1052
FB105218.CDF
cdf-fecal
FB1052
FB105219.CDF
cdf-fecal
FB1052
FB105220.CDF
cdf-fecal
FB1052
FB105221.CDF
cdf-fecal
FB1052
FB105222.CDF
cdf-fecal
FB1052
FB105223.CDF
cdf-fecal
FB1052
FB105224.CDF
cdf-fecal
FB1052
FB105225.CDF
cdf-fecal
FB1052
FB105226.CDF
cdf-fecal
FB1052
FB105227.CDF
cdf-fecal
FB1052
FB105228.CDF
cdf-fecal
FB1052
FB105229.CDF
cdf-fecal
FB1052
FB105230.CDF
cdf-fecal
FB1052
FB105231.CDF
cdf-fecal
FB1052
FB105232.CDF
cdf-fecal
FB1052
FB105233.CDF
cdf-fecal
FB1052
FB105234.CDF
cdf-fecal
FB1052
FB105235.CDF
cdf-fecal
FB1052
FB105236.CDF
cdf-fecal
FB1052
FB105237.CDF
cdf-fecal
FB1053
FB105301.CDF
cdf-fecal
FB1053
FB105302.CDF
cdf-fecal
FB1053
FB105303.CDF
cdf-fecal
FB1053
FB105304.CDF
cdf-fecal
FB1053
FB105305.CDF
cdf-fecal
FB1053
FB105306.CDF
cdf-fecal
FB1053
FB105307.CDF
cdf-fecal
FB1053
FB105308.CDF
cdf-fecal
FB1053
FB105309.CDF
cdf-fecal
FB1053
FB105310.CDF
cdf-fecal
FB1053
FB105311.CDF
cdf-fecal
FB1053
FB105312.CDF
cdf-fecal
FB1053
FB105313.CDF
cdf-fecal
FB1053
FB105314.CDF
cdf-fecal
FB1053
FB105315.CDF
cdf-fecal
FB1053
FB105316.CDF
cdf-fecal
FB1053
FB105317.CDF
cdf-fecal
FB1053
FB105318.CDF
cdf-fecal
FB1053
FB105319.CDF
cdf-fecal
FB1053
FB105320.CDF
cdf-fecal
FB1053
FB105321.CDF
cdf-fecal
FB1053
FB105322.CDF
cdf-fecal
FB1053
FB105323.CDF
cdf-fecal
FB1053
FB105324.CDF
cdf-fecal
FB1053
FB105325.CDF
cdf-fecal
FB1053
FB105326.CDF
cdf-fecal
FB1053
FB105327.CDF
cdf-fecal
FB1053
FB105328.CDF
cdf-fecal
FB1053
FB105329.CDF
cdf-fecal
FB1053
FB105330.CDF
cdf-fecal
FB1053
FB105331.CDF
cdf-fecal
FB1053
FB105332.CDF
cdf-fecal
FB1053
FB105333.CDF
cdf-fecal
FB1053
FB105334.CDF
cdf-fecal
FB1053
FB105335.CDF
cdf-fecal
FB1053
FB105336.CDF
cdf-fecal
FB1053
FB105337.CDF
cdf-fecal
FB1054
FB105401.CDF
cdf-fecal
FB1054
FB105402.CDF
cdf-fecal
FB1054
FB105403.CDF
cdf-fecal
FB1054
FB105404.CDF
cdf-fecal
FB1054
FB105405.CDF
cdf-fecal
FB1054
FB105406.CDF
cdf-fecal
FB1054
FB105407.CDF
cdf-fecal
FB1054
FB105408.CDF
cdf-fecal
FB1054
FB105409.CDF
cdf-fecal
FB1054
FB105410.CDF
cdf-fecal
FB1054
FB105411.CDF
cdf-fecal
FB1054
FB105412.CDF
cdf-fecal
FB1054
FB105413.CDF
cdf-fecal
FB1054
FB105414.CDF
cdf-fecal
FB1054
FB105415.CDF
cdf-fecal
FB1054
FB105416.CDF
cdf-fecal
FB1054
FB105417.CDF
cdf-fecal
FB1054
FB105418.CDF
cdf-fecal
FB1054
FB105419.CDF
cdf-fecal
FB1054
FB105420.CDF
cdf-fecal
FB1054
FB105421.CDF
cdf-fecal
FB1054
FB105422.CDF
cdf-fecal
FB1054
FB105423.CDF
cdf-fecal
FB1054
FB105424.CDF
cdf-fecal
FB1054
FB105425.CDF
cdf-fecal
FB1054
FB105426.CDF
cdf-fecal
FB1054
FB105427.CDF
cdf-fecal
FB1054
FB105428.CDF
cdf-fecal
FB1054
FB105429.CDF
cdf-fecal
FB1054
FB105430.CDF
cdf-fecal
FB1054
FB105431.CDF
cdf-fecal
FB1054
FB105432.CDF
cdf-fecal
FB1054
FB105433.CDF
cdf-fecal
FB1054
FB105434.CDF
cdf-fecal
FB1054
FB105435.CDF
cdf-fecal
FB1054
FB105436.CDF
cdf-fecal
FB1054
FB105437.CDF
cdf-fecal
FB1055
FB105501.CDF
cdf-fecal
FB1055
FB105502.CDF
cdf-fecal
FB1055
FB105503.CDF
cdf-fecal
FB1055
FB105504.CDF
cdf-fecal
FB1055
FB105505.CDF
cdf-fecal
FB1055
FB105506.CDF
cdf-fecal
FB1055
FB105507.CDF
cdf-fecal
FB1055
FB105508.CDF
cdf-fecal
FB1055
FB105509.CDF
cdf-fecal
FB1055
FB105510.CDF
cdf-fecal
FB1055
FB105511.CDF
cdf-fecal
FB1055
FB105512.CDF
cdf-fecal
FB1055
FB105513.CDF
cdf-fecal
FB1055
FB105514.CDF
cdf-fecal
FB1055
FB105515.CDF
cdf-fecal
FB1055
FB105516.CDF
cdf-fecal
FB1055
FB105517.CDF
cdf-fecal
FB1055
FB105518.CDF
cdf-fecal
FB1055
FB105519.CDF
cdf-fecal
FB1055
FB105520.CDF
cdf-fecal
FB1055
FB105521.CDF
cdf-fecal
FB1055
FB105522.CDF
cdf-fecal
FB1055
FB105523.CDF
cdf-fecal
FB1055
FB105524.CDF
cdf-fecal
FB1055
FB105525.CDF
cdf-fecal
FB1055
FB105526.CDF
cdf-fecal
FB1055
FB105527.CDF
cdf-fecal
FB1055
FB105528.CDF
cdf-fecal
FB1055
FB105529.CDF
cdf-fecal
FB1055
FB105530.CDF
cdf-fecal
FB1055
FB105531.CDF
cdf-fecal
FB1055
FB105532.CDF
cdf-fecal
FB1055
FB105533.CDF
cdf-fecal
FB1055
FB105534.CDF
cdf-fecal
FB1055
FB105535.CDF
cdf-fecal
FB1055
FB105536.CDF
cdf-fecal
FB1055
FB105537.CDF
cdf-fecal
FB1056
FB105601.CDF
cdf-fecal
FB1056
FB105602.CDF
cdf-fecal
FB1056
FB105603.CDF
cdf-fecal
FB1056
FB105604.CDF
cdf-fecal
FB1056
FB105605.CDF
cdf-fecal
FB1056
FB105606.CDF
cdf-fecal
FB1056
FB105607.CDF
cdf-fecal
FB1056
FB105608.CDF
cdf-fecal
FB1056
FB105609.CDF
cdf-fecal
FB1056
FB105610.CDF
cdf-fecal
FB1056
FB105611.CDF
cdf-fecal
FB1056
FB105612.CDF
cdf-fecal
FB1056
FB105613.CDF
cdf-fecal
FB1056
FB105614.CDF
cdf-fecal
FB1056
FB105615.CDF
cdf-fecal
FB1056
FB105616.CDF
cdf-fecal
FB1056
FB105617.CDF
cdf-fecal
FB1056
FB105618.CDF
cdf-fecal
FB1056
FB105619.CDF
cdf-fecal
FB1056
FB105620.CDF
cdf-fecal
FB1056
FB105621.CDF
cdf-fecal
FB1056
FB105622.CDF
cdf-fecal
FB1056
FB105623.CDF
cdf-fecal
FB1056
FB105624.CDF
cdf-fecal
FB1056
FB105625.CDF
cdf-fecal
FB1056
FB105626.CDF
cdf-fecal
FB1056
FB105627.CDF
cdf-fecal
FB1056
FB105628.CDF
cdf-fecal
FB1056
FB105629.CDF
cdf-fecal
FB1056
FB105630.CDF
cdf-fecal
FB1056
FB105631.CDF
cdf-fecal
FB1056
FB105632.CDF
cdf-fecal
FB1056
FB105633.CDF
cdf-fecal
FB1056
FB105634.CDF
cdf-fecal
FB1056
FB105635.CDF
cdf-fecal
FB1056
FB105636.CDF
cdf-fecal
FB1056
FB105637.CDF
cdf-fecal
FB1057
FB105701.CDF
cdf-fecal
FB1057
FB105702.CDF
cdf-fecal
FB1057
FB105703.CDF
cdf-fecal
FB1057
FB105704.CDF
cdf-fecal
FB1057
FB105705.CDF
cdf-fecal
FB1057
FB105706.CDF
cdf-fecal
FB1057
FB105707.CDF
cdf-fecal
FB1057
FB105708.CDF
cdf-fecal
FB1057
FB105709.CDF
cdf-fecal
FB1057
FB105710.CDF
cdf-fecal
FB1057
FB105711.CDF
cdf-fecal
FB1057
FB105712.CDF
cdf-fecal
FB1057
FB105713.CDF
cdf-fecal
FB1057
FB105714.CDF
cdf-fecal
FB1057
FB105715.CDF
cdf-fecal
FB1057
FB105716.CDF
cdf-fecal
FB1057
FB105717.CDF
cdf-fecal
FB1057
FB105718.CDF
cdf-fecal
FB1057
FB105719.CDF
cdf-fecal
FB1057
FB105720.CDF
cdf-fecal
FB1057
FB105721.CDF
cdf-fecal
FB1057
FB105722.CDF
cdf-fecal
FB1057
FB105723.CDF
cdf-fecal
FB1057
FB105724.CDF
cdf-fecal
FB1057
FB105725.CDF
cdf-fecal
FB1057
FB105726.CDF
cdf-fecal
FB1057
FB105727.CDF
cdf-fecal
FB1057
FB105728.CDF
cdf-fecal
FB1057
FB105729.CDF
cdf-fecal
FB1057
FB105730.CDF
cdf-fecal
FB1057
FB105731.CDF
cdf-fecal
FB1057
FB105732.CDF
cdf-fecal
FB1057
FB105733.CDF
cdf-fecal
FB1057
FB105734.CDF
cdf-fecal
FB1057
FB105735.CDF
cdf-fecal
FB1057
FB105736.CDF
cdf-fecal
FB1057
FB105737.CDF
cdf-fecal
FB1058
FB105801.CDF
cdf-fecal
FB1058
FB105802.CDF
cdf-fecal
FB1058
FB105803.CDF
cdf-fecal
FB1058
FB105804.CDF
cdf-fecal
FB1058
FB105805.CDF
cdf-fecal
FB1058
FB105806.CDF
cdf-fecal
FB1058
FB105807.CDF
cdf-fecal
FB1058
FB105808.CDF
cdf-fecal
FB1058
FB105809.CDF
cdf-fecal
FB1058
FB105810.CDF
cdf-fecal
FB1058
FB105811.CDF
cdf-fecal
FB1058
FB105812.CDF
cdf-fecal
FB1058
FB105813.CDF
cdf-fecal
FB1058
FB105814.CDF
cdf-fecal
FB1058
FB105815.CDF
cdf-fecal
FB1058
FB105816.CDF
cdf-fecal
FB1058
FB105817.CDF
cdf-fecal
FB1058
FB105818.CDF
cdf-fecal
FB1058
FB105819.CDF
cdf-fecal
FB1058
FB105820.CDF
cdf-fecal
FB1058
FB105821.CDF
cdf-fecal
FB1058
FB105822.CDF
cdf-fecal
FB1058
FB105823.CDF
cdf-fecal
FB1058
FB105824.CDF
cdf-fecal
FB1058
FB105825.CDF
cdf-fecal
FB1058
FB105826.CDF
cdf-fecal
FB1058
FB105827.CDF
cdf-fecal
FB1058
FB105828.CDF
cdf-fecal
FB1058
FB105829.CDF
cdf-fecal
FB1058
FB105830.CDF
cdf-fecal
FB1058
FB105831.CDF
cdf-fecal
FB1058
FB105832.CDF
cdf-fecal
FB1058
FB105833.CDF
cdf-fecal
FB1058
FB105834.CDF
cdf-fecal
FB1058
FB105835.CDF
cdf-fecal
FB1058
FB105836.CDF
cdf-fecal
FB1058
FB105837.CDF
cdf-fecal
FB1059
FB105901.CDF
cdf-fecal
FB1059
FB105902.CDF
cdf-fecal
FB1059
FB105903.CDF
cdf-fecal
FB1059
FB105904.CDF
cdf-fecal
FB1059
FB105905.CDF
cdf-fecal
FB1059
FB105906.CDF
cdf-fecal
FB1059
FB105907.CDF
cdf-fecal
FB1059
FB105908.CDF
cdf-fecal
FB1059
FB105909.CDF
cdf-fecal
FB1059
FB105910.CDF
cdf-fecal
FB1059
FB105911.CDF
cdf-fecal
FB1059
FB105912.CDF
cdf-fecal
FB1059
FB105913.CDF
cdf-fecal
FB1059
FB105914.CDF
cdf-fecal
FB1059
FB105915.CDF
cdf-fecal
FB1059
FB105916.CDF
cdf-fecal
FB1059
FB105917.CDF
cdf-fecal
FB1059
FB105918.CDF
cdf-fecal
FB1059
FB105919.CDF
cdf-fecal
FB1059
FB105920.CDF
cdf-fecal
FB1059
FB105921.CDF
cdf-fecal
FB1059
FB105922.CDF
cdf-fecal
FB1059
FB105923.CDF
cdf-fecal
FB1059
FB105924.CDF
cdf-fecal
FB1059
FB105925.CDF
cdf-fecal
FB1059
FB105926.CDF
cdf-fecal
FB1059
FB105927.CDF
cdf-fecal
FB1059
FB105928.CDF
cdf-fecal
FB1059
FB105929.CDF
cdf-fecal
FB1059
FB105930.CDF
cdf-fecal
FB1059
FB105931.CDF
cdf-fecal
FB1059
FB105932.CDF
cdf-fecal
FB1059
FB105933.CDF
cdf-fecal
FB1059
FB105934.CDF
cdf-fecal
FB1059
FB105935.CDF
cdf-fecal
FB1059
FB105936.CDF
cdf-fecal
FB1059
FB105937.CDF
cdf-fecal
FB1060
FB106001.CDF
cdf-fecal
FB1060
FB106002.CDF
cdf-fecal
FB1060
FB106003.CDF
cdf-fecal
FB1060
FB106004.CDF
cdf-fecal
FB1060
FB106005.CDF
cdf-fecal
FB1060
FB106006.CDF
cdf-fecal
FB1060
FB106007.CDF
cdf-fecal
FB1060
FB106008.CDF
cdf-fecal
FB1060
FB106009.CDF
cdf-fecal
FB1060
FB106010.CDF
cdf-fecal
FB1060
FB106011.CDF
cdf-fecal
FB1060
FB106012.CDF
cdf-fecal
FB1060
FB106013.CDF
cdf-fecal
FB1060
FB106014.CDF
cdf-fecal
FB1060
FB106015.CDF
cdf-fecal
FB1060
FB106016.CDF
cdf-fecal
FB1060
FB106017.CDF
cdf-fecal
FB1060
FB106018.CDF
cdf-fecal
FB1060
FB106019.CDF
cdf-fecal
FB1060
FB106020.CDF
cdf-fecal
FB1060
FB106021.CDF
cdf-fecal
FB1060
FB106022.CDF
cdf-fecal
FB1060
FB106023.CDF
cdf-fecal
FB1060
FB106024.CDF
cdf-fecal
FB1060
FB106025.CDF
cdf-fecal
FB1060
FB106026.CDF
cdf-fecal
FB1060
FB106027.CDF
cdf-fecal
FB1060
FB106028.CDF
cdf-fecal
FB1060
FB106029.CDF
cdf-fecal
FB1060
FB106030.CDF
cdf-fecal
FB1060
FB106031.CDF
cdf-fecal
FB1060
FB106032.CDF
cdf-fecal
FB1060
FB106033.CDF
cdf-fecal
FB1060
FB106034.CDF
cdf-fecal
FB1060
FB106035.CDF
cdf-fecal
FB1060
FB106036.CDF
cdf-fecal
FB1060
FB106037.CDF
cdf-fecal
FB1061
FB106101.CDF
cdf-fecal
FB1061
FB106102.CDF
cdf-fecal
FB1061
FB106103.CDF
cdf-fecal
FB1061
FB106104.CDF
cdf-fecal
FB1061
FB106105.CDF
cdf-fecal
FB1061
FB106106.CDF
cdf-fecal
FB1061
FB106107.CDF
cdf-fecal
FB1061
FB106108.CDF
cdf-fecal
FB1061
FB106109.CDF
cdf-fecal
FB1061
FB106110.CDF
cdf-fecal
FB1061
FB106111.CDF
cdf-fecal
FB1061
FB106112.CDF
cdf-fecal
FB1061
FB106113.CDF
cdf-fecal
FB1061
FB106114.CDF
cdf-fecal
FB1061
FB106115.CDF
cdf-fecal
FB1061
FB106116.CDF
cdf-fecal
FB1061
FB106117.CDF
cdf-fecal
FB1061
FB106118.CDF
cdf-fecal
FB1061
FB106119.CDF
cdf-fecal
FB1061
FB106120.CDF
cdf-fecal
FB1061
FB106121.CDF
cdf-fecal
FB1061
FB106122.CDF
cdf-fecal
FB1061
FB106123.CDF
cdf-fecal
FB1061
FB106124.CDF
cdf-fecal
FB1061
FB106125.CDF
cdf-fecal
FB1061
FB106126.CDF
cdf-fecal
FB1061
FB106127.CDF
cdf-fecal
FB1061
FB106128.CDF
cdf-fecal
FB1061
FB106129.CDF
cdf-fecal
FB1061
FB106130.CDF
cdf-fecal
FB1061
FB106131.CDF
cdf-fecal
FB1061
FB106132.CDF
cdf-fecal
FB1061
FB106133.CDF
cdf-fecal
FB1061
FB106134.CDF
cdf-fecal
FB1061
FB106135.CDF
cdf-fecal
FB1061
FB106136.CDF
cdf-fecal
FB1061
FB106137.CDF
cdf-fecal
FB1062
FB106201.CDF
cdf-fecal
FB1062
FB106202.CDF
cdf-fecal
FB1062
FB106203.CDF
cdf-fecal
FB1062
FB106204.CDF
cdf-fecal
FB1062
FB106205.CDF
cdf-fecal
FB1062
FB106206.CDF
cdf-fecal
FB1062
FB106207.CDF
cdf-fecal
FB1062
FB106208.CDF
cdf-fecal
FB1062
FB106209.CDF
cdf-fecal
FB1062
FB106210.CDF
cdf-fecal
FB1062
FB106211.CDF
cdf-fecal
FB1062
FB106212.CDF
cdf-fecal
FB1062
FB106213.CDF
cdf-fecal
FB1062
FB106214.CDF
cdf-fecal
FB1062
FB106215.CDF
cdf-fecal
FB1062
FB106216.CDF
cdf-fecal
FB1062
FB106217.CDF
cdf-fecal
FB1062
FB106218.CDF
cdf-fecal
FB1062
FB106219.CDF
cdf-fecal
FB1062
FB106220.CDF
cdf-fecal
FB1062
FB106221.CDF
cdf-fecal
FB1062
FB106222.CDF
cdf-fecal
FB1062
FB106223.CDF
cdf-fecal
FB1062
FB106224.CDF
cdf-fecal
FB1062
FB106225.CDF
cdf-fecal
FB1062
FB106226.CDF
cdf-fecal
FB1062
FB106227.CDF
cdf-fecal
FB1062
FB106228.CDF
cdf-fecal
FB1062
FB106229.CDF
cdf-fecal
FB1062
FB106230.CDF
cdf-fecal
FB1062
FB106231.CDF
cdf-fecal
FB1062
FB106232.CDF
cdf-fecal
FB1062
FB106233.CDF
cdf-fecal
FB1062
FB106234.CDF
cdf-fecal
FB1062
FB106235.CDF
cdf-fecal
FB1062
FB106236.CDF
cdf-fecal
FB1062
FB106237.CDF
cdf-fecal
FB1063
FB106301.CDF
cdf-fecal
FB1063
FB106302.CDF
cdf-fecal
FB1063
FB106303.CDF
cdf-fecal
FB1063
FB106304.CDF
cdf-fecal
FB1063
FB106305.CDF
cdf-fecal
FB1063
FB106306.CDF
cdf-fecal
FB1063
FB106307.CDF
cdf-fecal
FB1063
FB106308.CDF
cdf-fecal
FB1063
FB106309.CDF
cdf-fecal
FB1063
FB106310.CDF
cdf-fecal
FB1063
FB106311.CDF
cdf-fecal
FB1063
FB106312.CDF
cdf-fecal
FB1063
FB106313.CDF
cdf-fecal
FB1063
FB106314.CDF
cdf-fecal
FB1063
FB106315.CDF
cdf-fecal
FB1063
FB106316.CDF
cdf-fecal
FB1063
FB106317.CDF
cdf-fecal
FB1063
FB106318.CDF
cdf-fecal
FB1063
FB106319.CDF
cdf-fecal
FB1063
FB106320.CDF
cdf-fecal
FB1063
FB106321.CDF
cdf-fecal
FB1063
FB106322.CDF
cdf-fecal
FB1063
FB106323.CDF
cdf-fecal
FB1063
FB106324.CDF
cdf-fecal
FB1063
FB106325.CDF
cdf-fecal
FB1063
FB106326.CDF
cdf-fecal
FB1063
FB106327.CDF
cdf-fecal
FB1063
FB106328.CDF
cdf-fecal
FB1063
FB106329.CDF
cdf-fecal
FB1063
FB106330.CDF
cdf-fecal
FB1063
FB106331.CDF
cdf-fecal
FB1063
FB106332.CDF
cdf-fecal
FB1063
FB106333.CDF
cdf-fecal
FB1063
FB106334.CDF
cdf-fecal
FB1063
FB106335.CDF
cdf-fecal
FB1063
FB106336.CDF
cdf-fecal
FB1063
FB106337.CDF
cdf-fecal
FB1064
FB106401.CDF
cdf-fecal
FB1064
FB106402.CDF
cdf-fecal
FB1064
FB106403.CDF
cdf-fecal
FB1064
FB106404.CDF
cdf-fecal
FB1064
FB106405.CDF
cdf-fecal
FB1064
FB106406.CDF
cdf-fecal
FB1064
FB106407.CDF
cdf-fecal
FB1064
FB106408.CDF
cdf-fecal
FB1064
FB106409.CDF
cdf-fecal
FB1064
FB106410.CDF
cdf-fecal
FB1064
FB106411.CDF
cdf-fecal
FB1064
FB106412.CDF
cdf-fecal
FB1064
FB106413.CDF
cdf-fecal
FB1064
FB106414.CDF
cdf-fecal
FB1064
FB106415.CDF
cdf-fecal
FB1064
FB106416.CDF
cdf-fecal
FB1064
FB106417.CDF
cdf-fecal
FB1064
FB106418.CDF
cdf-fecal
FB1064
FB106419.CDF
cdf-fecal
FB1064
FB106420.CDF
cdf-fecal
FB1064
FB106421.CDF
cdf-fecal
FB1064
FB106422.CDF
cdf-fecal
FB1064
FB106423.CDF
cdf-fecal
FB1064
FB106424.CDF
cdf-fecal
FB1064
FB106425.CDF
cdf-fecal
FB1064
FB106426.CDF
cdf-fecal
FB1064
FB106427.CDF
cdf-fecal
FB1064
FB106428.CDF
cdf-fecal
FB1064
FB106429.CDF
cdf-fecal
FB1064
FB106430.CDF
cdf-fecal
FB1064
FB106431.CDF
cdf-fecal
FB1064
FB106432.CDF
cdf-fecal
FB1064
FB106433.CDF
cdf-fecal
FB1064
FB106434.CDF
cdf-fecal
FB1064
FB106435.CDF
cdf-fecal
FB1064
FB106436.CDF
cdf-fecal
FB1064
FB106437.CDF
cdf-fecal
FB1065
FB106501.CDF
cdf-fecal
FB1065
FB106502.CDF
cdf-fecal
FB1065
FB106503.CDF
cdf-fecal
FB1065
FB106504.CDF
cdf-fecal
FB1065
FB106505.CDF
cdf-fecal
FB1065
FB106506.CDF
cdf-fecal
FB1065
FB106507.CDF
cdf-fecal
FB1065
FB106508.CDF
cdf-fecal
FB1065
FB106509.CDF
cdf-fecal
FB1065
FB106510.CDF
cdf-fecal
FB1065
FB106511.CDF
cdf-fecal
FB1065
FB106512.CDF
cdf-fecal
FB1065
FB106513.CDF
cdf-fecal
FB1065
FB106514.CDF
cdf-fecal
FB1065
FB106515.CDF
cdf-fecal
FB1065
FB106516.CDF
cdf-fecal
FB1065
FB106517.CDF
cdf-fecal
FB1065
FB106518.CDF
cdf-fecal
FB1065
FB106519.CDF
cdf-fecal
FB1065
FB106520.CDF
cdf-fecal
FB1065
FB106521.CDF
cdf-fecal
FB1065
FB106522.CDF
cdf-fecal
FB1065
FB106523.CDF
cdf-fecal
FB1065
FB106524.CDF
cdf-fecal
FB1065
FB106525.CDF
cdf-fecal
FB1065
FB106526.CDF
cdf-fecal
FB1065
FB106527.CDF
cdf-fecal
FB1065
FB106528.CDF
cdf-fecal
FB1065
FB106529.CDF
cdf-fecal
FB1065
FB106530.CDF
cdf-fecal
FB1065
FB106531.CDF
cdf-fecal
FB1065
FB106532.CDF
cdf-fecal
FB1065
FB106533.CDF
cdf-fecal
FB1065
FB106534.CDF
cdf-fecal
FB1065
FB106535.CDF
cdf-fecal
FB1065
FB106536.CDF
cdf-fecal
FB1065
FB106537.CDF
cdf-fecal
FB1066
FB106601.CDF
cdf-fecal
FB1066
FB106602.CDF
cdf-fecal
FB1066
FB106603.CDF
cdf-fecal
FB1066
FB106604.CDF
cdf-fecal
FB1066
FB106605.CDF
cdf-fecal
FB1066
FB106606.CDF
cdf-fecal
FB1066
FB106607.CDF
cdf-fecal
FB1066
FB106608.CDF
cdf-fecal
FB1066
FB106609.CDF
cdf-fecal
FB1066
FB106610.CDF
cdf-fecal
FB1066
FB106611.CDF
cdf-fecal
FB1066
FB106612.CDF
cdf-fecal
FB1066
FB106613.CDF
cdf-fecal
FB1066
FB106614.CDF
cdf-fecal
FB1066
FB106615.CDF
cdf-fecal
FB1066
FB106616.CDF
cdf-fecal
FB1066
FB106617.CDF
cdf-fecal
FB1066
FB106618.CDF
cdf-fecal
FB1066
FB106619.CDF
cdf-fecal
FB1066
FB106620.CDF
cdf-fecal
FB1066
FB106621.CDF
cdf-fecal
FB1066
FB106622.CDF
cdf-fecal
FB1066
FB106623.CDF
cdf-fecal
FB1066
FB106624.CDF
cdf-fecal
FB1066
FB106625.CDF
cdf-fecal
FB1066
FB106626.CDF
cdf-fecal
FB1066
FB106627.CDF
cdf-fecal
FB1066
FB106628.CDF
cdf-fecal
FB1066
FB106629.CDF
cdf-fecal
FB1066
FB106630.CDF
cdf-fecal
FB1066
FB106631.CDF
cdf-fecal
FB1066
FB106632.CDF
cdf-fecal
FB1066
FB106633.CDF
cdf-fecal
FB1066
FB106634.CDF
cdf-fecal
FB1066
FB106635.CDF
cdf-fecal
FB1066
FB106636.CDF
cdf-fecal
FB1066
FB106637.CDF
cdf-fecal
FB1067
FB106701.CDF
cdf-fecal
FB1067
FB106702.CDF
cdf-fecal
FB1067
FB106703.CDF
cdf-fecal
FB1067
FB106704.CDF
cdf-fecal
FB1067
FB106705.CDF
cdf-fecal
FB1067
FB106706.CDF
cdf-fecal
FB1067
FB106707.CDF
cdf-fecal
FB1067
FB106708.CDF
cdf-fecal
FB1067
FB106709.CDF
cdf-fecal
FB1067
FB106710.CDF
cdf-fecal
FB1067
FB106711.CDF
cdf-fecal
FB1067
FB106712.CDF
cdf-fecal
FB1067
FB106713.CDF
cdf-fecal
FB1067
FB106714.CDF
cdf-fecal
FB1067
FB106715.CDF
cdf-fecal
FB1067
FB106716.CDF
cdf-fecal
FB1067
FB106717.CDF
cdf-fecal
FB1067
FB106718.CDF
cdf-fecal
FB1067
FB106719.CDF
cdf-fecal
FB1067
FB106720.CDF
cdf-fecal
FB1067
FB106721.CDF
cdf-fecal
FB1067
FB106722.CDF
cdf-fecal
FB1067
FB106723.CDF
cdf-fecal
FB1067
FB106724.CDF
cdf-fecal
FB1067
FB106725.CDF
cdf-fecal
FB1067
FB106726.CDF
cdf-fecal
FB1067
FB106727.CDF
cdf-fecal
FB1067
FB106728.CDF
cdf-fecal
FB1067
FB106729.CDF
cdf-fecal
FB1067
FB106730.CDF
cdf-fecal
FB1067
FB106731.CDF
cdf-fecal
FB1067
FB106732.CDF
cdf-fecal
FB1067
FB106733.CDF
cdf-fecal
FB1067
FB106734.CDF
cdf-fecal
FB1067
FB106735.CDF
cdf-fecal
FB1067
FB106736.CDF
cdf-fecal
FB1067
FB106737.CDF
cdf-fecal
FB1068
FB106801.CDF
cdf-fecal
FB1068
FB106802.CDF
cdf-fecal
FB1068
FB106803.CDF
cdf-fecal
FB1068
FB106804.CDF
cdf-fecal
FB1068
FB106805.CDF
cdf-fecal
FB1068
FB106806.CDF
cdf-fecal
FB1068
FB106807.CDF
cdf-fecal
FB1068
FB106808.CDF
cdf-fecal
FB1068
FB106809.CDF
cdf-fecal
FB1068
FB106810.CDF
cdf-fecal
FB1068
FB106811.CDF
cdf-fecal
FB1068
FB106812.CDF
cdf-fecal
FB1068
FB106813.CDF
cdf-fecal
FB1068
FB106814.CDF
cdf-fecal
FB1068
FB106815.CDF
cdf-fecal
FB1068
FB106816.CDF
cdf-fecal
FB1068
FB106817.CDF
cdf-fecal
FB1068
FB106818.CDF
cdf-fecal
FB1068
FB106819.CDF
cdf-fecal
FB1068
FB106820.CDF
cdf-fecal
FB1068
FB106821.CDF
cdf-fecal
FB1068
FB106822.CDF
cdf-fecal
FB1068
FB106823.CDF
cdf-fecal
FB1068
FB106824.CDF
cdf-fecal
FB1068
FB106825.CDF
cdf-fecal
FB1068
FB106826.CDF
cdf-fecal
FB1068
FB106827.CDF
cdf-fecal
FB1068
FB106828.CDF
cdf-fecal
FB1068
FB106829.CDF
cdf-fecal
FB1068
FB106830.CDF
cdf-fecal
FB1068
FB106831.CDF
cdf-fecal
FB1068
FB106832.CDF
cdf-fecal
FB1068
FB106833.CDF
cdf-fecal
FB1068
FB106834.CDF
cdf-fecal
FB1068
FB106835.CDF
cdf-fecal
FB1068
FB106836.CDF
cdf-fecal
FB1068
FB106837.CDF
cdf-fecal
FB1069
FB106901.CDF
cdf-fecal
FB1069
FB106902.CDF
cdf-fecal
FB1069
FB106903.CDF
cdf-fecal
FB1069
FB106904.CDF
cdf-fecal
FB1069
FB106905.CDF
cdf-fecal
FB1069
FB106906.CDF
cdf-fecal
FB1069
FB106907.CDF
cdf-fecal
FB1069
FB106908.CDF
cdf-fecal
FB1069
FB106909.CDF
cdf-fecal
FB1069
FB106910.CDF
cdf-fecal
FB1069
FB106911.CDF
cdf-fecal
FB1069
FB106912.CDF
cdf-fecal
FB1069
FB106913.CDF
cdf-fecal
FB1069
FB106914.CDF
cdf-fecal
FB1069
FB106915.CDF
cdf-fecal
FB1069
FB106916.CDF
cdf-fecal
FB1069
FB106917.CDF
cdf-fecal
FB1069
FB106918.CDF
cdf-fecal
FB1069
FB106919.CDF
cdf-fecal
FB1069
FB106920.CDF
cdf-fecal
FB1069
FB106921.CDF
cdf-fecal
FB1069
FB106922.CDF
cdf-fecal
FB1069
FB106923.CDF
cdf-fecal
FB1069
FB106924.CDF
cdf-fecal
FB1069
FB106925.CDF
cdf-fecal
FB1069
FB106926.CDF
cdf-fecal
FB1069
FB106927.CDF
cdf-fecal
FB1069
FB106928.CDF
cdf-fecal
FB1069
FB106929.CDF
cdf-fecal
FB1069
FB106930.CDF
cdf-fecal
FB1069
FB106931.CDF
cdf-fecal
FB1069
FB106932.CDF
cdf-fecal
FB1069
FB106933.CDF
cdf-fecal
FB1069
FB106934.CDF
cdf-fecal
FB1069
FB106935.CDF
cdf-fecal
FB1069
FB106936.CDF
cdf-fecal
FB1069
FB106937.CDF
cdf-fecal
FB1070
FB107001.CDF
cdf-fecal
FB1070
FB107002.CDF
cdf-fecal
FB1070
FB107003.CDF
cdf-fecal
FB1070
FB107004.CDF
cdf-fecal
FB1070
FB107005.CDF
cdf-fecal
FB1070
FB107006.CDF
cdf-fecal
FB1070
FB107007.CDF
cdf-fecal
FB1070
FB107008.CDF
cdf-fecal
FB1070
FB107009.CDF
cdf-fecal
FB1070
FB107010.CDF
cdf-fecal
FB1070
FB107011.CDF
cdf-fecal
FB1070
FB107012.CDF
cdf-fecal
FB1070
FB107013.CDF
cdf-fecal
FB1070
FB107014.CDF
cdf-fecal
FB1070
FB107015.CDF
cdf-fecal
FB1070
FB107016.CDF
cdf-fecal
FB1070
FB107017.CDF
cdf-fecal
FB1070
FB107018.CDF
cdf-fecal
FB1070
FB107019.CDF
cdf-fecal
FB1070
FB107020.CDF
cdf-fecal
FB1070
FB107021.CDF
cdf-fecal
FB1070
FB107022.CDF
cdf-fecal
FB1070
FB107023.CDF
cdf-fecal
FB1070
FB107024.CDF
cdf-fecal
FB1070
FB107025.CDF
cdf-fecal
FB1070
FB107026.CDF
cdf-fecal
FB1070
FB107027.CDF
cdf-fecal
FB1070
FB107028.CDF
cdf-fecal
FB1070
FB107029.CDF
cdf-fecal
FB1070
FB107030.CDF
cdf-fecal
FB1070
FB107031.CDF
cdf-fecal
FB1070
FB107032.CDF
cdf-fecal
FB1070
FB107033.CDF
cdf-fecal
FB1070
FB107034.CDF
cdf-fecal
FB1070
FB107035.CDF
cdf-fecal
FB1070
FB107036.CDF
cdf-fecal
FB1070
FB107037.CDF
cdf-fecal
FB1071
FB107101.CDF
cdf-fecal
FB1071
FB107102.CDF
cdf-fecal
FB1071
FB107103.CDF
cdf-fecal
FB1071
FB107104.CDF
cdf-fecal
FB1071
FB107105.CDF
cdf-fecal
FB1071
FB107106.CDF
cdf-fecal
FB1071
FB107107.CDF
cdf-fecal
FB1071
FB107108.CDF
cdf-fecal
FB1071
FB107109.CDF
cdf-fecal
FB1071
FB107110.CDF
cdf-fecal
FB1071
FB107111.CDF
cdf-fecal
FB1071
FB107112.CDF
cdf-fecal
FB1071
FB107113.CDF
cdf-fecal
FB1071
FB107114.CDF
cdf-fecal
FB1071
FB107115.CDF
cdf-fecal
FB1071
FB107116.CDF
cdf-fecal
FB1071
FB107117.CDF
cdf-fecal
FB1071
FB107118.CDF
cdf-fecal
FB1071
FB107119.CDF
cdf-fecal
FB1071
FB107120.CDF
cdf-fecal
FB1071
FB107121.CDF
cdf-fecal
FB1071
FB107122.CDF
cdf-fecal
FB1071
FB107123.CDF
cdf-fecal
FB1071
FB107124.CDF
cdf-fecal
FB1071
FB107125.CDF
cdf-fecal
FB1071
FB107126.CDF
cdf-fecal
FB1071
FB107127.CDF
cdf-fecal
FB1071
FB107128.CDF
cdf-fecal
FB1071
FB107129.CDF
cdf-fecal
FB1071
FB107130.CDF
cdf-fecal
FB1071
FB107131.CDF
cdf-fecal
FB1071
FB107132.CDF
cdf-fecal
FB1071
FB107133.CDF
cdf-fecal
FB1071
FB107134.CDF
cdf-fecal
FB1071
FB107135.CDF
cdf-fecal
FB1071
FB107136.CDF
cdf-fecal
FB1071
FB107137.CDF
cdf-fecal
FB1072
FB107201.CDF
cdf-fecal
FB1072
FB107202.CDF
cdf-fecal
FB1072
FB107203.CDF
cdf-fecal
FB1072
FB107204.CDF
cdf-fecal
FB1072
FB107205.CDF
cdf-fecal
FB1072
FB107206.CDF
cdf-fecal
FB1072
FB107207.CDF
cdf-fecal
FB1072
FB107208.CDF
cdf-fecal
FB1072
FB107209.CDF
cdf-fecal
FB1072
FB107210.CDF
cdf-fecal
FB1072
FB107211.CDF
cdf-fecal
FB1072
FB107212.CDF
cdf-fecal
FB1072
FB107213.CDF
cdf-fecal
FB1072
FB107214.CDF
cdf-fecal
FB1072
FB107215.CDF
cdf-fecal
FB1072
FB107216.CDF
cdf-fecal
FB1072
FB107217.CDF
cdf-fecal
FB1072
FB107218.CDF
cdf-fecal
FB1072
FB107219.CDF
cdf-fecal
FB1072
FB107220.CDF
cdf-fecal
FB1072
FB107221.CDF
cdf-fecal
FB1072
FB107222.CDF
cdf-fecal
FB1072
FB107223.CDF
cdf-fecal
FB1072
FB107224.CDF
cdf-fecal
FB1072
FB107225.CDF
cdf-fecal
FB1072
FB107226.CDF
cdf-fecal
FB1072
FB107227.CDF
cdf-fecal
FB1072
FB107228.CDF
cdf-fecal
FB1072
FB107229.CDF
cdf-fecal
FB1072
FB107230.CDF
cdf-fecal
FB1072
FB107231.CDF
cdf-fecal
FB1072
FB107232.CDF
cdf-fecal
FB1072
FB107233.CDF
cdf-fecal
FB1072
FB107234.CDF
cdf-fecal
FB1072
FB107235.CDF
cdf-fecal
FB1072
FB107236.CDF
cdf-fecal
FB1072
FB107237.CDF
cdf-fecal
FB1073
FB107301.CDF
cdf-fecal
FB1073
FB107302.CDF
cdf-fecal
FB1073
FB107303.CDF
cdf-fecal
FB1073
FB107304.CDF
cdf-fecal
FB1073
FB107305.CDF
cdf-fecal
FB1073
FB107306.CDF
cdf-fecal
FB1073
FB107307.CDF
cdf-fecal
FB1073
FB107308.CDF
cdf-fecal
FB1073
FB107309.CDF
cdf-fecal
FB1073
FB107310.CDF
cdf-fecal
FB1073
FB107311.CDF
cdf-fecal
FB1073
FB107312.CDF
cdf-fecal
FB1073
FB107313.CDF
cdf-fecal
FB1073
FB107314.CDF
cdf-fecal
FB1073
FB107315.CDF
cdf-fecal
FB1073
FB107316.CDF
cdf-fecal
FB1073
FB107317.CDF
cdf-fecal
FB1073
FB107318.CDF
cdf-fecal
FB1073
FB107319.CDF
cdf-fecal
FB1073
FB107320.CDF
cdf-fecal
FB1073
FB107321.CDF
cdf-fecal
FB1073
FB107322.CDF
cdf-fecal
FB1073
FB107323.CDF
cdf-fecal
FB1073
FB107324.CDF
cdf-fecal
FB1073
FB107325.CDF
cdf-fecal
FB1073
FB107326.CDF
cdf-fecal
FB1073
FB107327.CDF
cdf-fecal
FB1073
FB107328.CDF
cdf-fecal
FB1073
FB107329.CDF
cdf-fecal
FB1073
FB107330.CDF
cdf-fecal
FB1073
FB107331.CDF
cdf-fecal
FB1073
FB107332.CDF
cdf-fecal
FB1073
FB107333.CDF
cdf-fecal
FB1073
FB107334.CDF
cdf-fecal
FB1073
FB107335.CDF
cdf-fecal
FB1073
FB107336.CDF
cdf-fecal
FB1073
FB107337.CDF
cdf-fecal
FB1074
FB107401.CDF
cdf-fecal
FB1074
FB107402.CDF
cdf-fecal
FB1074
FB107403.CDF
cdf-fecal
FB1074
FB107404.CDF
cdf-fecal
FB1074
FB107405.CDF
cdf-fecal
FB1074
FB107406.CDF
cdf-fecal
FB1074
FB107407.CDF
cdf-fecal
FB1074
FB107408.CDF
cdf-fecal
FB1074
FB107409.CDF
cdf-fecal
FB1074
FB107410.CDF
cdf-fecal
FB1074
FB107411.CDF
cdf-fecal
FB1074
FB107412.CDF
cdf-fecal
FB1074
FB107413.CDF
cdf-fecal
FB1074
FB107414.CDF
cdf-fecal
FB1074
FB107415.CDF
cdf-fecal
FB1074
FB107416.CDF
cdf-fecal
FB1074
FB107417.CDF
cdf-fecal
FB1074
FB107418.CDF
cdf-fecal
FB1074
FB107419.CDF
cdf-fecal
FB1074
FB107420.CDF
cdf-fecal
FB1074
FB107421.CDF
cdf-fecal
FB1074
FB107422.CDF
cdf-fecal
FB1074
FB107423.CDF
cdf-fecal
FB1074
FB107424.CDF
cdf-fecal
FB1074
FB107425.CDF
cdf-fecal
FB1074
FB107426.CDF
cdf-fecal
FB1074
FB107427.CDF
cdf-fecal
FB1074
FB107428.CDF
cdf-fecal
FB1074
FB107429.CDF
cdf-fecal
FB1074
FB107430.CDF
cdf-fecal
FB1074
FB107431.CDF
cdf-fecal
FB1074
FB107432.CDF
cdf-fecal
FB1074
FB107433.CDF
cdf-fecal
FB1074
FB107434.CDF
cdf-fecal
FB1074
FB107435.CDF
cdf-fecal
FB1074
FB107436.CDF
cdf-fecal
FB1074
FB107437.CDF
cdf-fecal
FB1075
FB107501.CDF
cdf-fecal
FB1075
FB107502.CDF
cdf-fecal
FB1075
FB107503.CDF
cdf-fecal
FB1075
FB107504.CDF
cdf-fecal
FB1075
FB107505.CDF
cdf-fecal
FB1075
FB107506.CDF
cdf-fecal
FB1075
FB107507.CDF
cdf-fecal
FB1075
FB107508.CDF
cdf-fecal
FB1075
FB107509.CDF
cdf-fecal
FB1075
FB107510.CDF
cdf-fecal
FB1075
FB107511.CDF
cdf-fecal
FB1075
FB107512.CDF
cdf-fecal
FB1075
FB107513.CDF
cdf-fecal
FB1075
FB107514.CDF
cdf-fecal
FB1075
FB107515.CDF
cdf-fecal
FB1075
FB107516.CDF
cdf-fecal
FB1075
FB107517.CDF
cdf-fecal
FB1075
FB107518.CDF
cdf-fecal
FB1075
FB107519.CDF
cdf-fecal
FB1075
FB107520.CDF
cdf-fecal
FB1075
FB107521.CDF
cdf-fecal
FB1075
FB107522.CDF
cdf-fecal
FB1075
FB107523.CDF
cdf-fecal
FB1075
FB107524.CDF
cdf-fecal
FB1075
FB107525.CDF
cdf-fecal
FB1075
FB107526.CDF
cdf-fecal
FB1075
FB107527.CDF
cdf-fecal
FB1075
FB107528.CDF
cdf-fecal
FB1075
FB107529.CDF
cdf-fecal
FB1075
FB107530.CDF
cdf-fecal
FB1075
FB107531.CDF
cdf-fecal
FB1075
FB107532.CDF
cdf-fecal
FB1075
FB107533.CDF
cdf-fecal
FB1075
FB107534.CDF
cdf-fecal
FB1075
FB107535.CDF
cdf-fecal
FB1075
FB107536.CDF
cdf-fecal
FB1075
FB107537.CDF
cdf-fecal
FB1076
FB107601.CDF
cdf-fecal
FB1076
FB107602.CDF
cdf-fecal
FB1076
FB107603.CDF
cdf-fecal
FB1076
FB107604.CDF
cdf-fecal
FB1076
FB107605.CDF
cdf-fecal
FB1076
FB107606.CDF
cdf-fecal
FB1076
FB107607.CDF
cdf-fecal
FB1076
FB107608.CDF
cdf-fecal
FB1076
FB107609.CDF
cdf-fecal
FB1076
FB107610.CDF
cdf-fecal
FB1076
FB107611.CDF
cdf-fecal
FB1076
FB107612.CDF
cdf-fecal
FB1076
FB107613.CDF
cdf-fecal
FB1076
FB107614.CDF
cdf-fecal
FB1076
FB107615.CDF
cdf-fecal
FB1076
FB107616.CDF
cdf-fecal
FB1076
FB107617.CDF
cdf-fecal
FB1076
FB107618.CDF
cdf-fecal
FB1076
FB107619.CDF
cdf-fecal
FB1076
FB107620.CDF
cdf-fecal
FB1076
FB107621.CDF
cdf-fecal
FB1076
FB107622.CDF
cdf-fecal
FB1076
FB107623.CDF
cdf-fecal
FB1076
FB107624.CDF
cdf-fecal
FB1076
FB107625.CDF
cdf-fecal
FB1076
FB107626.CDF
cdf-fecal
FB1076
FB107627.CDF
cdf-fecal
FB1076
FB107628.CDF
cdf-fecal
FB1076
FB107629.CDF
cdf-fecal
FB1076
FB107630.CDF
cdf-fecal
FB1076
FB107631.CDF
cdf-fecal
FB1076
FB107632.CDF
cdf-fecal
FB1076
FB107633.CDF
cdf-fecal
FB1076
FB107634.CDF
cdf-fecal
FB1076
FB107635.CDF
cdf-fecal
FB1076
FB107636.CDF
cdf-fecal
FB1076
FB107637.CDF
cdf-fecal
FB1077
FB107701.CDF
cdf-fecal
FB1077
FB107702.CDF
cdf-fecal
FB1077
FB107703.CDF
cdf-fecal
FB1077
FB107704.CDF
cdf-fecal
FB1077
FB107705.CDF
cdf-fecal
FB1077
FB107706.CDF
cdf-fecal
FB1077
FB107707.CDF
cdf-fecal
FB1077
FB107708.CDF
cdf-fecal
FB1077
FB107709.CDF
cdf-fecal
FB1077
FB107710.CDF
cdf-fecal
FB1077
FB107711.CDF
cdf-fecal
FB1077
FB107712.CDF
cdf-fecal
FB1077
FB107713.CDF
cdf-fecal
FB1077
FB107714.CDF
cdf-fecal
FB1077
FB107715.CDF
cdf-fecal
FB1077
FB107716.CDF
cdf-fecal
FB1077
FB107717.CDF
cdf-fecal
FB1077
FB107718.CDF
cdf-fecal
FB1077
FB107719.CDF
cdf-fecal
FB1077
FB107720.CDF
cdf-fecal
FB1077
FB107721.CDF
cdf-fecal
FB1077
FB107722.CDF
cdf-fecal
FB1077
FB107723.CDF
cdf-fecal
FB1077
FB107724.CDF
cdf-fecal
FB1077
FB107725.CDF
cdf-fecal
FB1077
FB107726.CDF
cdf-fecal
FB1077
FB107727.CDF
cdf-fecal
FB1077
FB107728.CDF
cdf-fecal
FB1077
FB107729.CDF
cdf-fecal
FB1077
FB107730.CDF
cdf-fecal
FB1077
FB107731.CDF
cdf-fecal
FB1077
FB107732.CDF
cdf-fecal
FB1077
FB107733.CDF
cdf-fecal
FB1077
FB107734.CDF
cdf-fecal
FB1077
FB107735.CDF
cdf-fecal
FB1077
FB107736.CDF
cdf-fecal
FB1077
FB107737.CDF
cdf-fecal
FB1078
FB107801.CDF
cdf-fecal
FB1078
FB107802.CDF
cdf-fecal
FB1078
FB107803.CDF
cdf-fecal
FB1078
FB107804.CDF
cdf-fecal
FB1078
FB107805.CDF
cdf-fecal
FB1078
FB107806.CDF
cdf-fecal
FB1078
FB107807.CDF
cdf-fecal
FB1078
FB107808.CDF
cdf-fecal
FB1078
FB107809.CDF
cdf-fecal
FB1078
FB107810.CDF
cdf-fecal
FB1078
FB107811.CDF
cdf-fecal
FB1078
FB107812.CDF
cdf-fecal
FB1078
FB107813.CDF
cdf-fecal
FB1078
FB107814.CDF
cdf-fecal
FB1078
FB107815.CDF
cdf-fecal
FB1078
FB107816.CDF
cdf-fecal
FB1078
FB107817.CDF
cdf-fecal
FB1078
FB107818.CDF
cdf-fecal
FB1078
FB107819.CDF
cdf-fecal
FB1078
FB107820.CDF
cdf-fecal
FB1078
FB107821.CDF
cdf-fecal
FB1078
FB107822.CDF
cdf-fecal
FB1078
FB107823.CDF
cdf-fecal
FB1078
FB107824.CDF
cdf-fecal
FB1078
FB107825.CDF
cdf-fecal
FB1078
FB107826.CDF
cdf-fecal
FB1078
FB107827.CDF
cdf-fecal
FB1078
FB107828.CDF
cdf-fecal
FB1078
FB107829.CDF
cdf-fecal
FB1078
FB107830.CDF
cdf-fecal
FB1078
FB107831.CDF
cdf-fecal
FB1078
FB107832.CDF
cdf-fecal
FB1078
FB107833.CDF
cdf-fecal
FB1078
FB107834.CDF
cdf-fecal
FB1078
FB107835.CDF
cdf-fecal
FB1078
FB107836.CDF
cdf-fecal
FB1078
FB107837.CDF
cdf-fecal
FB1079
FB107901.CDF
cdf-fecal
FB1079
FB107902.CDF
cdf-fecal
FB1079
FB107903.CDF
cdf-fecal
FB1079
FB107904.CDF
cdf-fecal
FB1079
FB107905.CDF
cdf-fecal
FB1079
FB107906.CDF
cdf-fecal
FB1079
FB107907.CDF
cdf-fecal
FB1079
FB107908.CDF
cdf-fecal
FB1079
FB107909.CDF
cdf-fecal
FB1079
FB107910.CDF
cdf-fecal
FB1079
FB107911.CDF
cdf-fecal
FB1079
FB107912.CDF
cdf-fecal
FB1079
FB107913.CDF
cdf-fecal
FB1079
FB107914.CDF
cdf-fecal
FB1079
FB107915.CDF
cdf-fecal
FB1079
FB107916.CDF
cdf-fecal
FB1079
FB107917.CDF
cdf-fecal
FB1079
FB107918.CDF
cdf-fecal
FB1079
FB107919.CDF
cdf-fecal
FB1079
FB107920.CDF
cdf-fecal
FB1079
FB107921.CDF
cdf-fecal
FB1079
FB107922.CDF
cdf-fecal
FB1079
FB107923.CDF
cdf-fecal
FB1079
FB107924.CDF
cdf-fecal
FB1079
FB107925.CDF
cdf-fecal
FB1079
FB107926.CDF
cdf-fecal
FB1079
FB107927.CDF
cdf-fecal
FB1079
FB107928.CDF
cdf-fecal
FB1079
FB107929.CDF
cdf-fecal
FB1079
FB107930.CDF
cdf-fecal
FB1079
FB107931.CDF
cdf-fecal
FB1079
FB107932.CDF
cdf-fecal
FB1079
FB107933.CDF
cdf-fecal
FB1079
FB107934.CDF
cdf-fecal
FB1079
FB107935.CDF
cdf-fecal
FB1079
FB107936.CDF
cdf-fecal
FB1079
FB107937.CDF
cdf-fecal
FB1080
FB108001.CDF
cdf-fecal
FB1080
FB108002.CDF
cdf-fecal
FB1080
FB108003.CDF
cdf-fecal
FB1080
FB108004.CDF
cdf-fecal
FB1080
FB108005.CDF
cdf-fecal
FB1080
FB108006.CDF
cdf-fecal
FB1080
FB108007.CDF
cdf-fecal
FB1080
FB108008.CDF
cdf-fecal
FB1080
FB108009.CDF
cdf-fecal
FB1080
FB108010.CDF
cdf-fecal
FB1080
FB108011.CDF
cdf-fecal
FB1080
FB108012.CDF
cdf-fecal
FB1080
FB108013.CDF
cdf-fecal
FB1080
FB108014.CDF
cdf-fecal
FB1080
FB108015.CDF
cdf-fecal
FB1080
FB108016.CDF
cdf-fecal
FB1080
FB108017.CDF
cdf-fecal
FB1080
FB108018.CDF
cdf-fecal
FB1080
FB108019.CDF
cdf-fecal
FB1080
FB108020.CDF
cdf-fecal
FB1080
FB108021.CDF
cdf-fecal
FB1080
FB108022.CDF
cdf-fecal
FB1080
FB108023.CDF
cdf-fecal
FB1080
FB108024.CDF
cdf-fecal
FB1080
FB108025.CDF
cdf-fecal
FB1080
FB108026.CDF
cdf-fecal
FB1080
FB108027.CDF
cdf-fecal
FB1080
FB108028.CDF
cdf-fecal
FB1080
FB108029.CDF
cdf-fecal
FB1080
FB108030.CDF
cdf-fecal
FB1080
FB108031.CDF
cdf-fecal
FB1080
FB108032.CDF
cdf-fecal
FB1080
FB108033.CDF
cdf-fecal
FB1080
FB108034.CDF
cdf-fecal
FB1080
FB108035.CDF
cdf-fecal
FB1080
FB108036.CDF
cdf-fecal
FB1080
FB108037.CDF
cdf-fecal
FB1081
FB108101.CDF
cdf-fecal
FB1081
FB108102.CDF
cdf-fecal
FB1081
FB108103.CDF
cdf-fecal
FB1081
FB108104.CDF
cdf-fecal
FB1081
FB108105.CDF
cdf-fecal
FB1081
FB108106.CDF
cdf-fecal
FB1081
FB108107.CDF
cdf-fecal
FB1081
FB108108.CDF
cdf-fecal
FB1081
FB108109.CDF
cdf-fecal
FB1081
FB108110.CDF
cdf-fecal
FB1081
FB108111.CDF
cdf-fecal
FB1081
FB108112.CDF
cdf-fecal
FB1081
FB108113.CDF
cdf-fecal
FB1081
FB108114.CDF
cdf-fecal
FB1081
FB108115.CDF
cdf-fecal
FB1081
FB108116.CDF
cdf-fecal
FB1081
FB108117.CDF
cdf-fecal
FB1081
FB108118.CDF
cdf-fecal
FB1081
FB108119.CDF
cdf-fecal
FB1081
FB108120.CDF
cdf-fecal
FB1081
FB108121.CDF
cdf-fecal
FB1081
FB108122.CDF
cdf-fecal
FB1081
FB108123.CDF
cdf-fecal
FB1081
FB108124.CDF
cdf-fecal
FB1081
FB108125.CDF
cdf-fecal
FB1081
FB108126.CDF
cdf-fecal
FB1081
FB108127.CDF
cdf-fecal
FB1081
FB108128.CDF
cdf-fecal
FB1081
FB108129.CDF
cdf-fecal
FB1081
FB108130.CDF
cdf-fecal
FB1081
FB108131.CDF
cdf-fecal
FB1081
FB108132.CDF
cdf-fecal
FB1081
FB108133.CDF
cdf-fecal
FB1081
FB108134.CDF
cdf-fecal
FB1081
FB108135.CDF
cdf-fecal
FB1081
FB108136.CDF
cdf-fecal
FB1081
FB108137.CDF
cdf-fecal
FB1082
FB108201.CDF
cdf-fecal
FB1082
FB108202.CDF
cdf-fecal
FB1082
FB108203.CDF
cdf-fecal
FB1082
FB108204.CDF
cdf-fecal
FB1082
FB108205.CDF
cdf-fecal
FB1082
FB108206.CDF
cdf-fecal
FB1082
FB108207.CDF
cdf-fecal
FB1082
FB108208.CDF
cdf-fecal
FB1082
FB108209.CDF
cdf-fecal
FB1082
FB108210.CDF
cdf-fecal
FB1082
FB108211.CDF
cdf-fecal
FB1082
FB108212.CDF
cdf-fecal
FB1082
FB108213.CDF
cdf-fecal
FB1082
FB108214.CDF
cdf-fecal
FB1082
FB108215.CDF
cdf-fecal
FB1082
FB108216.CDF
cdf-fecal
FB1082
FB108217.CDF
cdf-fecal
FB1082
FB108218.CDF
cdf-fecal
FB1082
FB108219.CDF
cdf-fecal
FB1082
FB108220.CDF
cdf-fecal
FB1082
FB108221.CDF
cdf-fecal
FB1082
FB108222.CDF
cdf-fecal
FB1082
FB108223.CDF
cdf-fecal
FB1082
FB108224.CDF
cdf-fecal
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FB108622.CDF
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FB108623.CDF
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FB108625.CDF
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FB1086
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2941/3150 [4:12:06<19:05:50, 328.95s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 93%|█████████▎| 2942/3150 [4:12:09<15:40:43, 271.36s/it]
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FB109231.CDF
cdf-fecal
FB1092
FB109232.CDF
cdf-fecal
FB1092
FB109233.CDF
cdf-fecal
FB1092
FB109234.CDF
cdf-fecal
FB1092
FB109235.CDF
cdf-fecal
FB1092
FB109236.CDF
cdf-fecal
FB1092
FB109237.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40404 rows!
Extracted information for 40404 samples.
Processing  ST002355
Initiating REDU-table generation for AN003846
Rest length is 150
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Targeted SCFA
S12223.mzXML
Targeted SCFA
S12224.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST000464
No raw data detected. Ignoring ST000464
Processing  ST000337
No raw data detected. Ignoring ST000337
Processing  ST000633
No raw data detected. Ignoring ST000633
Processing  ST001442
Initiating REDU-table generation for AN002410
Rest length is 23
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ON_GLAUCOMATOUS
10G_H1.raw
ON_GLAUCOMATOUS
10G_H2.raw
ON_GLAUCOMATOUS
10G_H3.raw
ON_GLAUCOMATOUS
11G_H1.raw
ON_GLAUCOMATOUS
11G_H2.raw
ON_GLAUCOMATOUS
11G_H3.raw
ON_GLAUCOMATOUS
12G_H1.raw
ON_GLAUCOMATOUS
12G_H2.raw
ON_GLAUCOMATOUS
12G_H3.raw
ON_GLAUCOMATOUS/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▎| 2946/3150 [4:12:11<7:40:45, 135.52s/it] /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▎| 2947/3150 [4:12:14<6:29:53, 115.24s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▎| 2948/3150 [4:12:17<5:20:42, 95.26s/it] 
1G_H1.raw
ON_GLAUCOMATOUS
1G_H2.raw
ON_GLAUCOMATOUS
1G_H3.raw
ON_GLAUCOMATOUS
2G_H1.raw
ON_GLAUCOMATOUS
2G_H2.raw
ON_GLAUCOMATOUS
2G_H3.raw
ON_GLAUCOMATOUS
3G_H1.raw
ON_GLAUCOMATOUS
3G_H2.raw
ON_GLAUCOMATOUS
3G_H3.raw
ON_GLAUCOMATOUS
4G_H1.raw
ON_GLAUCOMATOUS
4G_H2.raw
ON_GLAUCOMATOUS
4G_H3.raw
ON_GLAUCOMATOUS
5G_H1.raw
ON_GLAUCOMATOUS
5G_H2.raw
ON_GLAUCOMATOUS
5G_H3.raw
ON_GLAUCOMATOUS
6G_H1.raw
ON_GLAUCOMATOUS
6G_H2.raw
ON_GLAUCOMATOUS
6G_H3.raw
ON_GLAUCOMATOUS
7G_H1.raw
ON_GLAUCOMATOUS
7G_H2.raw
ON_GLAUCOMATOUS
7G_H3.raw
ON_GLAUCOMATOUS
8G_H1.raw
ON_GLAUCOMATOUS
8G_H2.raw
ON_GLAUCOMATOUS
8G_H3.raw
ON_GLAUCOMATOUS
9G_H1.raw
ON_GLAUCOMATOUS
9G_H2.raw
ON_GLAUCOMATOUS
9G_H3.raw
ON_NORMAL
10N_H1.raw
ON_NORMAL
10N_H2.raw
ON_NORMAL
10N_H3.raw
ON_NORMAL
11N_H1.raw
ON_NORMAL
11N_H2.raw
ON_NORMAL
11N_H3.raw
ON_NORMAL
1N_H1.raw
ON_NORMAL
1N_H2.raw
ON_NORMAL
1N_H3.raw
ON_NORMAL
2N_H1.raw
ON_NORMAL
2N_H2.raw
ON_NORMAL
2N_H3.raw
ON_NORMAL
3N_H1.raw
ON_NORMAL
3N_H2.raw
ON_NORMAL
3N_H3.raw
ON_NORMAL
4N_H1.raw
ON_NORMAL
4N_H2.raw
ON_NORMAL
4N_H3.raw
ON_NORMAL
5N_H1.raw
ON_NORMAL
5N_H2.raw
ON_NORMAL
5N_H3.raw
ON_NORMAL
6N_H1.raw
ON_NORMAL
6N_H2.raw
ON_NORMAL
6N_H3.raw
ON_NORMAL
7N_H1.raw
ON_NORMAL
7N_H2.raw
ON_NORMAL
7N_H3.raw
ON_NORMAL
8N_H1.raw
ON_NORMAL
8N_H2.raw
ON_NORMAL
8N_H3.raw
ON_NORMAL
9N_H1.raw
ON_NORMAL
9N_H2.raw
ON_NORMAL
9N_H3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 69 rows!
Extracted information for 69 samples.
Processing  ST002474
Initiating REDU-table generation for AN004041
Rest length is 30
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
32w db
20201203-Retinoic acid-Sample-4.mzML
32w db
20201203-Retinoic acid-Sample-5.mzML
32w db
20201203-Retinoic acid-Sample-6.mzML
32w dbm
20201203-Retinoic acid-Sample-1.mzML
32w dbm
20201203-Retinoic acid-Sample-2.mzML
32w dbm
20201203-Retinoic acid-Sample-3.mzML
36w db
20201203-Retinoic acid-Sample-22.mzML
36w db
20201203-Retinoic acid-Sample-23.mzML
36w dbaav
20201203-Retinoic acid-Sample-28.mzML
36w dbaav
20201203-Retinoic acid-Sample-29.mzML
36w dbaav
20201203-Retinoic acid-Sample-30.mzML
36w dbm
20201203-Retinoic acid-Sample-19.mzML
36w dbm
20201203-Retinoic acid-Sample-20.mzML
36w dbm
20201203-Retinoic acid-Sample-21.mzML
36w dbr
20201203-Retinoic acid-Sample-25.mzML
36w dbr
20201203-Retinoic acid-Sample-26.mzML
36w dbr
20201203-Retinoic acid-Sample-27.mzML
RCKO
20201203-Retinoic acid-Sample-16.mzML
RCKO
20201203-Retinoic acid-Sample-17.mzML
RCKO
20201203-Retinoic acid-Sample-18.mzML
Rflfl
20201203-Retinoic acid-Sample-13.mzML
Rflfl
20201203-Retinoic acid-Sample-14.mzML
Rflfl
20201203-Retinoic acid-Sample-15.mzML
db+rol
20201203-Retinoic acid-Sample-10.mzML
db+rol
20201203-Retinoic acid-Sample-11.mzML
db+rol
20201203-Retinoic acid-Sample-12.mzML
db
20201203-Retinoic acid-Sample-7.mzML
db
20201203-Retinoic acid-Sample-8.mzML
db
20201203-Retinoic acid-Sample-9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 29 rows!
Extracted information for 29 samples.
Processing  ST003348
Initiating REDU-table generation for AN005483
Rest length is 76
raw file key found.
Initiating REDU-table generation for AN005484
Rest length is 76
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MZ
M1
79_1.mzML
MZ
M1
79_2.mzML
MZ
M1
79_3.mzML
MZ
M1
79_4.mzML
MZ
M1
81_1.mzML
MZ
M1
81_2.mzML
MZ
M1
81_3.mzML
MZ
M1
81_4.mzML
MZ
M1
83_1.mzML
MZ
M1
83_2.mzML
MZ
M1
83_3.mzML
MZ
M1
83_4.mzML
MZ
M1
84_1.mzML
MZ
M1
84_2.mzML
MZ
M1
84_3.mzML
MZ
M1
84_4.mzML
MZ
M1
85_1.mzML
MZ
M1
85_2.mzML
MZ
M1
85_3.mzML
MZ
M1
85_4.mzML
MZ
M1
86_1.mzML
MZ
M1
86_2.mzML
MZ
M1
86_3.mzML
MZ
M1
86_4.mzML
MZ
M1
87_1.mzML
MZ
M1
87_2.mzML
MZ
M1
87_3.mzML
MZ
M1
87_4.mzML
MZ
M1
88_1.mzML
MZ
M1
88_2.mzML
MZ
M1
88_3.mzML
MZ
M1
88_4.mzML
MZ
M1
89_1.mzML
MZ
M1
89_2.mzML
MZ
M1
89_3.mzML
MZ
M1
89_4.mzML
MZ
M1
90_1.mzML
MZ
M1
90_2.mzML
MZ
M1
90_3.mzML
MZ
M1
90_4.mzML
MZ
M1
91_1.mzML
MZ
M1
91_2.mzML
MZ
M1
91_3.mzML
MZ
M1
91_4.mzML
MZ
M1
92_1.mzML
MZ
M1
92_2.mzML
MZ
M1
92_3.mzML
MZ
M1
92_4.mzML
MZ
M1
93_1.mzML
MZ
M1
93_2.mzML
MZ
M1
93_3.mzML
MZ
M1
93_4.mzML
MZ
M1
94_1.mzML
MZ
M1
94_2.mzML
MZ
M1
94_3.mzML
MZ
M1
94_4.mzML
MZ
M1
95_1.mzML
MZ
M1
95_2.mzML
MZ
M1
95_3.mzML
MZ
M1
95_4.mzML
MZ
M1
96_1.mzML
MZ
M1
96_2.mzML
MZ
M1
96_3.mzML
MZ
M1
96_4.mzML
MZ
M1
97_1.mzML
MZ
M1
97_2.mzML
MZ
M1
97_3.mzML
MZ
M1
97_4.mzML
MZ
M1
98_1.mzML
MZ
M1
98_2.mzML
MZ
M1
98_3.mzML
MZ
M1
98_4.mzML
MZ
M1
99_1.mzML
MZ
M1
99_2.mzML
MZ
M1
99_3.mzML
MZ
M1
99_4.mzML
MZ
M2
79_1.mzML
MZ
M2
79_2.mzML
MZ
M2
79_3.mzML
MZ
M2
79_4.mzML
MZ
M2
81_1.mzML
MZ
M2
81_2.mzML
MZ
M2
81_3.mzML
MZ
M2
81_4.mzML
MZ
M2
83_1.mzML
MZ
M2
83_2.mzML
MZ
M2
83_3.mzML
MZ
M2
83_4.mzML
MZ
M2
84_1.mzML
MZ
M2
84_2.mzML
MZ
M2
84_3.mzML
MZ
M2
84_4.mzML
MZ
M2
85_1.mzML
MZ
M2
85_2.mzML
MZ
M2
85_3.mzML
MZ
M2
85_4.mzML
MZ
M2
86_1.mzML
MZ
M2
86_2.mzML
MZ
M2
86_3.mzML
MZ
M2
86_4.mzML
MZ
M2
87_1.mzML
MZ
M2
87_2.mzML
MZ
M2
87_3.mzML
MZ
M2
87_4.mzML
MZ
M2
88_1.mzML
MZ
M2
88_2.mzML
MZ
M2
88_3.mzML
MZ
M2
88_4.mzML
MZ
M2
89_1.mzML
MZ
M2
89_2.mzML
MZ
M2
89_3.mzML
MZ
M2
89_4.mzML
MZ
M2
90_1.mzML
MZ
M2
90_2.mzML
MZ
M2
90_3.mzML
MZ
M2
90_4.mzML
MZ
M2
91_1.mzML
MZ
M2
91_2.mzML
MZ
M2
91_3.mzML
MZ
M2
91_4.mzML
MZ
M2
92_1.mzML
MZ
M2
92_2.mzML
MZ
M2
92_3.mzML
MZ
M2
92_4.mzML
MZ
M2
93_1.mzML
MZ
M2
93_2.mzML
MZ
M2
93_3.mzML
MZ
M2
93_4.mzML
MZ
M2
94_1.mzML
MZ
M2
94_2.mzML
MZ
M2
94_3.mzML
MZ
M2
94_4.mzML
MZ
M2
95_1.mzML
MZ
M2
95_2.mzML
MZ
M2
95_3.mzML
MZ
M2
95_4.mzML
MZ
M2
96_1.mzML
MZ
M2
96_2.mzML
MZ
M2
96_3.mzML
MZ
M2
96_4.mzML
MZ
M2
97_1.mzML
MZ
M2
97_2.mzML
MZ
M2
97_3.mzML
MZ
M2
97_4.mzML
MZ
M2
98_1.mzML
MZ
M2
98_2.mzML
MZ
M2
98_3.mzML
MZ
M2
98_4.mzML
MZ
M2
99_1.mzML
MZ
M2
99_2.mzML
MZ
M2
99_3.mzML
MZ
M2
99_4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 152 rows!
Extracted information for 152 samples.
Processing  ST001055
No raw data detected. Ignoring ST001055
Processing  ST002403
Initiating REDU-table generation for AN003917
Rest length is 36
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MP19_27 - mito
MP19-027_01-008_S_E01-V004_704.mzML
MP19_27 - mito
MP19-027_01-009_S_E01-V005_711.mzML
MP19_27 - mito
MP19-027_01-010_S_E01-V006_701.mzML
MP19_27 - mito
MP19-027_01-011_S_E01-V007_712.mzML
MP19_27 - mito
MP19-027_01-013_S_E01-V008_715.mzML
MP19_27 - mito
MP19-027_01-014_S_E01-V009_710.mzML
MP19_27 - mito
MP19-027_01-015_S_E01-V010_719.mzML
MP19_27 - mito
MP19-027_01-016_S_E01-V011_716.mzML
MP19_27 - mito
MP19-027_01-017_S_E01-V012_713.mzML
MP19_27 - mito
MP19-027_01-018_S_E01-V013_717.mzML
MP19_27 - mito
MP19-027_01-019_S_E01-V014_714.mzML
MP19_27 - mito
MP19-027_01-022_S_E01-V017_723.mzML
MP19_27 - mito
MP19-027_01-024_S_E01-V018_720.mzML
MP19_27 - mito
MP19-027_01-025_S_E01-V019_726.mzML
MP19_27 - mito
MP19-027_01-026_S_E01-V020_722.mzML
MP19_27 - mito
MP19-027_01-027_S_E01-V021_727.mzML
MP19_27 - mito
MP19-027_01-028_S_E01-V022_730.mzML
MP19_27 - mito
MP19-027_01-029_S_E01-V023_724.mzML
MP19_27 - mito
MP19-027_01-030_S_E01-V024_734.mzML
MP19_27 - mito
MP19-027_01-031_S_E01-V025_725.mzML
MP19_27 - mito
MP19-027_01-032_S_E01-V026_728.mzML
MP19_27 - mito
MP19-027_01-036_S_E01-V029_737.mzML
MP19_27 - mito
MP19-027_01-037_S_E01-V030_731.mzML
MP19_27 - mito
MP19-027_01-038_S_E01-V031_739.mzML
MP19_27 - mito
MP19-027_01-039_S_E01-V032_732.mzML
MP19_27 - mito
MP19-027_01-040_S_E01-V033_740.mzML
MP19_27 - mito
MP19-027_01-041_S_E01-V034_744.mzML
MP19_27 - mito
MP19-027_01-042_S_E01-V035_753.mzML
MP19_27 - mito
MP19-027_01-043_S_E01-V036_748.mzML
MP19_27 - mito
MP19-027_01-044_S_E01-V037_733.mzML
MP19_27 - mito
MP19-027_01-046_S_E01-V038_749.mzML
MP19_27 - mito
MP19-027_01-049_S_E01-V041_745.mzML
MP19_27 - mito
MP19-027_01-050_S_E01-V042_754.mzML
MP19_27 - mito
MP19-027_01-051_S_E01-V043_746.mzML
MP19_27 - mito
MP19-027_01-052_S_E01-V044_752.mzML
MP19_27 - mito/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▎| 2950/3150 [4:12:19<3:31:38, 63.49s/it]
MP19-027_01-053_S_E01-V045_755.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST000955
Initiating REDU-table generation for AN001566
Rest length is 48
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/48 [00:00<?, ?it/s]

Mapping potential matches:  35%|███▌      | 17/48 [00:00<00:00, 164.39it/s]

Mapping potential matches:  71%|███████   | 34/48 [00:00<00:00, 166.59it/s]
Mapping potential matches: 100%|██████████| 48/48 [00:00<00:00, 166.57it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001567
Rest length is 48
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/48 [00:00<?, ?it/s]

Mapping potential matches:  35%|███▌      | 17/48 [00:00<00:00, 169.90it/s]

Mapping potential matches:  73%|███████▎  | 35/48 [00:00<00:00, 170.66it/s]
Mapping potential matches: 100%|██████████| 48/48 [00:00<00:00, 170.98it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_10[WT1_72h_5mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_11[WT1_72h_5mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_12[WT1_72h_5mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_13[WT3_48h_0mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_14[WT3_48h_0mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_15[WT3_48h_0mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_16[WT3_48h_5mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_17[WT3_48h_5mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_18[WT3_48h_5mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_19[WT3_72h_0mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_1[WT1_48h_0mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_20[WT3_72h_0mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_21[WT3_72h_0mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_22[WT3_72h_5mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_23[WT3_72h_5mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_24[WT3_72h_5mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_25[WT7_48h_0mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_26[WT7_48h_0mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_27[WT7_48h_0mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_28[WT7_48h_5mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_29[WT7_48h_5mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_2[WT1_48h_0mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_30[WT7_48h_5mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_31[WT7_72h_0mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_32[WT7_72h_0mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_33[WT7_72h_0mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_34[WT7_72h_5mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_35[WT7_72h_5mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_36[WT7_72h_5mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_37[WT8_48h_0mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_38[WT8_48h_0mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_39[WT8_48h_0mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_3[WT1_48h_0mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_40[WT8_48h_5mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_41[WT8_48h_5mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_42[WT8_48h_5mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_43[WT8_72h_0mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_44[WT8_72h_0mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_45[WT8_72h_0mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_46[WT8_72h_5mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_47[WT8_72h_5mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_48[WT8_72h_5mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_4[WT1_48h_5mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_5[WT1_48h_5mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_6[WT1_48h_5mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_7[WT1_72h_0mM_1]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_8[WT1_72h_0mM_2]n.raw
Burnette
raw
QE2_jdg_125_Burnette
NEG
QE2_jdg_125_Burnette_9[WT1_72h_0mM_3]n.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_10[WT1_72h_5mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_11[WT1_72h_5mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_12[WT1_72h_5mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_13[WT3_48h_0mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_14[WT3_48h_0mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_15[WT3_48h_0mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_16[WT3_48h_5mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_17[WT3_48h_5mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_18[WT3_48h_5mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_19[WT3_72h_0mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_1[WT1_48h_0mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_20[WT3_72h_0mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_21[WT3_72h_0mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_22[WT3_72h_5mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_23[WT3_72h_5mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_24[WT3_72h_5mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_25[WT7_48h_0mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_26[WT7_48h_0mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_27[WT7_48h_0mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_28[WT7_48h_5mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_29[WT7_48h_5mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_2[WT1_48h_0mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_30[WT7_48h_5mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_31[WT7_72h_0mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_32[WT7_72h_0mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_33[WT7_72h_0mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_34[WT7_72h_5mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_35[WT7_72h_5mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_36[WT7_72h_5mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_37[WT8_48h_0mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_38[WT8_48h_0mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_39[WT8_48h_0mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_3[WT1_48h_0mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_40[WT8_48h_5mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_41[WT8_48h_5mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_42[WT8_48h_5mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_43[WT8_72h_0mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_44[WT8_72h_0mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_45[WT8_72h_0mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_46[WT8_72h_5mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_47[WT8_72h_5mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_48[WT8_72h_5mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_4[WT1_48h_5mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_5[WT1_48h_5mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_6[WT1_48h_5mM_3]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_7[WT1_72h_0mM_1]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_8[WT1_72h_0mM_2]p.raw
Burnette
raw
QE2_jdg_125_Burnette
POS
QE2_jdg_125_Burnette_9[WT1_72h_0mM_3]p.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 96 rows!
Extracted information for 96 samples.
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▎| 2951/3150 [4:12:23<2:51:59, 51.86s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2954/3150 [4:12:27<1:34:26, 28.91s/it]
Processing  ST002680
No raw data detected. Ignoring ST002680
Processing  ST000101
No raw data detected. Ignoring ST000101
Processing  ST003280
Initiating REDU-table generation for AN005373
Rest length is 164
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005374
Rest length is 164
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
ON_Metabolomics
Blank_NEG1.raw
ON_Metabolomics
Blank_NEG2.raw
ON_Metabolomics
Blank_NEG3.raw
ON_Metabolomics
Blank_POS1.raw
ON_Metabolomics
Blank_POS2.raw
ON_Metabolomics
Blank_POS3.raw
ON_Metabolomics
CTL_12dpi_ON1_NEG1.raw
ON_Metabolomics
CTL_12dpi_ON1_NEG2.raw
ON_Metabolomics
CTL_12dpi_ON1_NEG3.raw
ON_Metabolomics
CTL_12dpi_ON1_POS1.raw
ON_Metabolomics
CTL_12dpi_ON1_POS2.raw
ON_Metabolomics
CTL_12dpi_ON1_POS3.raw
ON_Metabolomics
CTL_12dpi_ON2_NEG1.raw
ON_Metabolomics
CTL_12dpi_ON2_NEG2.raw
ON_Metabolomics
CTL_12dpi_ON2_NEG3.raw
ON_Metabolomics
CTL_12dpi_ON2_POS1.raw
ON_Metabolomics
CTL_12dpi_ON2_POS2.raw
ON_Metabolomics
CTL_12dpi_ON2_POS3.raw
ON_Metabolomics
CTL_27dpi_ON1_NEG1.raw
ON_Metabolomics
CTL_27dpi_ON1_NEG2.raw
ON_Metabolomics
CTL_27dpi_ON1_NEG3.raw
ON_Metabolomics
CTL_27dpi_ON1_POS1.raw
ON_Metabolomics
CTL_27dpi_ON1_POS2.raw
ON_Metabolomics
CTL_27dpi_ON1_POS3.raw
ON_Metabolomics
CTL_27dpi_ON2_NEG1.raw
ON_Metabolomics
CTL_27dpi_ON2_NEG2.raw
ON_Metabolomics
CTL_27dpi_ON2_NEG3.raw
ON_Metabolomics
CTL_27dpi_ON2_POS1.raw
ON_Metabolomics
CTL_27dpi_ON2_POS2.raw
ON_Metabolomics
CTL_27dpi_ON2_POS3.raw
ON_Metabolomics
CTL_27dpi_ON3_NEG1.raw
ON_Metabolomics
CTL_27dpi_ON3_NEG2.raw
ON_Metabolomics
CTL_27dpi_ON3_NEG3.raw
ON_Metabolomics
CTL_27dpi_ON3_POS1.raw
ON_Metabolomics
CTL_27dpi_ON3_POS2.raw
ON_Metabolomics
CTL_27dpi_ON3_POS3.raw
ON_Metabolomics
CTL_27dpi_ON4_NEG1.raw
ON_Metabolomics
CTL_27dpi_ON4_NEG2.raw
ON_Metabolomics
CTL_27dpi_ON4_NEG3.raw
ON_Metabolomics
CTL_27dpi_ON4_POS1.raw
ON_Metabolomics
CTL_27dpi_ON4_POS2.raw
ON_Metabolomics
CTL_27dpi_ON4_POS3.raw
ON_Metabolomics
CTL_27dpi_ON5_NEG1.raw
ON_Metabolomics
CTL_27dpi_ON5_NEG2.raw
ON_Metabolomics
CTL_27dpi_ON5_NEG3.raw
ON_Metabolomics
CTL_27dpi_ON5_POS1.raw
ON_Metabolomics
CTL_27dpi_ON5_POS2.raw
ON_Metabolomics
CTL_27dpi_ON5_POS3.raw
ON_Metabolomics
CX_12dpi_ON1_NEG1.raw
ON_Metabolomics
CX_12dpi_ON1_NEG2.raw
ON_Metabolomics
CX_12dpi_ON1_NEG3.raw
ON_Metabolomics
CX_12dpi_ON1_POS1.raw
ON_Metabolomics
CX_12dpi_ON1_POS2.raw
ON_Metabolomics
CX_12dpi_ON1_POS3.raw
ON_Metabolomics
CX_12dpi_ON2_NEG1.raw
ON_Metabolomics
CX_12dpi_ON2_NEG2.raw
ON_Metabolomics
CX_12dpi_ON2_NEG3.raw
ON_Metabolomics
CX_12dpi_ON2_POS1.raw
ON_Metabolomics
CX_12dpi_ON2_POS2.raw
ON_Metabolomics
CX_12dpi_ON2_POS3.raw
ON_Metabolomics
CX_12dpi_ON3_NEG1.raw
ON_Metabolomics
CX_12dpi_ON3_NEG2.raw
ON_Metabolomics
CX_12dpi_ON3_NEG3.raw
ON_Metabolomics
CX_12dpi_ON3_POS1.raw
ON_Metabolomics
CX_12dpi_ON3_POS2.raw
ON_Metabolomics
CX_12dpi_ON3_POS3.raw
ON_Metabolomics
CX_12dpi_ON4_NEG1.raw
ON_Metabolomics
CX_12dpi_ON4_NEG2.raw
ON_Metabolomics
CX_12dpi_ON4_NEG3.raw
ON_Metabolomics
CX_12dpi_ON4_POS1.raw
ON_Metabolomics
CX_12dpi_ON4_POS2.raw
ON_Metabolomics
CX_12dpi_ON4_POS3.raw
ON_Metabolomics
CX_27dpi_ON1_NEG1.raw
ON_Metabolomics
CX_27dpi_ON1_NEG2.raw
ON_Metabolomics
CX_27dpi_ON1_NEG3.raw
ON_Metabolomics
CX_27dpi_ON1_POS1.raw
ON_Metabolomics
CX_27dpi_ON1_POS2.raw
ON_Metabolomics
CX_27dpi_ON1_POS3.raw
ON_Metabolomics
CX_27dpi_ON2_NEG1.raw
ON_Metabolomics
CX_27dpi_ON2_NEG2.raw
ON_Metabolomics
CX_27dpi_ON2_NEG3.raw
ON_Metabolomics
CX_27dpi_ON2_POS1.raw
ON_Metabolomics
CX_27dpi_ON2_POS2.raw
ON_Metabolomics
CX_27dpi_ON2_POS3.raw
ON_Metabolomics
CX_27dpi_ON3_NEG1.raw
ON_Metabolomics
CX_27dpi_ON3_NEG2.raw
ON_Metabolomics
CX_27dpi_ON3_NEG3.raw
ON_Metabolomics
CX_27dpi_ON3_POS1.raw
ON_Metabolomics
CX_27dpi_ON3_POS2.raw
ON_Metabolomics
CX_27dpi_ON3_POS3.raw
ON_Metabolomics
CX_27dpi_ON4_NEG1.raw
ON_Metabolomics
CX_27dpi_ON4_NEG2.raw
ON_Metabolomics
CX_27dpi_ON4_NEG3.raw
ON_Metabolomics
CX_27dpi_ON4_POS1.raw
ON_Metabolomics
CX_27dpi_ON4_POS2.raw
ON_Metabolomics
CX_27dpi_ON4_POS3.raw
ON_Metabolomics
CX_27dpi_ON5_NEG1.raw
ON_Metabolomics
CX_27dpi_ON5_NEG2.raw
ON_Metabolomics
CX_27dpi_ON5_NEG3.raw
ON_Metabolomics
CX_27dpi_ON5_POS1.raw
ON_Metabolomics
CX_27dpi_ON5_POS2.raw
ON_Metabolomics
CX_27dpi_ON5_POS3.raw
ON_Metabolomics
CX_27dpi_ON6_NEG1.raw
ON_Metabolomics
CX_27dpi_ON6_NEG2.raw
ON_Metabolomics
CX_27dpi_ON6_NEG3.raw
ON_Metabolomics
CX_27dpi_ON6_POS1.raw
ON_Metabolomics
CX_27dpi_ON6_POS2.raw
ON_Metabolomics
CX_27dpi_ON6_POS3.raw
ON_Metabolomics
Left_ON_SHAM1_NEG1.raw
ON_Metabolomics
Left_ON_SHAM1_NEG2.raw
ON_Metabolomics
Left_ON_SHAM1_NEG3.raw
ON_Metabolomics
Left_ON_SHAM1_POS1.raw
ON_Metabolomics
Left_ON_SHAM1_POS2.raw
ON_Metabolomics
Left_ON_SHAM1_POS3.raw
ON_Metabolomics
Left_ON_SHAM2_NEG1.raw
ON_Metabolomics
Left_ON_SHAM2_NEG2.raw
ON_Metabolomics
Left_ON_SHAM2_NEG3.raw
ON_Metabolomics
Left_ON_SHAM2_POS1.raw
ON_Metabolomics
Left_ON_SHAM2_POS2.raw
ON_Metabolomics
Left_ON_SHAM2_POS3.raw
ON_Metabolomics
Left_ON_SHAM3_NEG1.raw
ON_Metabolomics
Left_ON_SHAM3_NEG2.raw
ON_Metabolomics
Left_ON_SHAM3_NEG3.raw
ON_Metabolomics
Left_ON_SHAM3_POS1.raw
ON_Metabolomics
Left_ON_SHAM3_POS2.raw
ON_Metabolomics
Left_ON_SHAM3_POS3.raw
ON_Metabolomics
Left_ON_SHAM4_NEG1.raw
ON_Metabolomics
Left_ON_SHAM4_NEG2.raw
ON_Metabolomics
Left_ON_SHAM4_NEG3.raw
ON_Metabolomics
Left_ON_SHAM4_POS1.raw
ON_Metabolomics
Left_ON_SHAM4_POS2.raw
ON_Metabolomics
Left_ON_SHAM4_POS3.raw
ON_Metabolomics
Pooled_QC1_MS1_ON_NEG1.raw
ON_Metabolomics
Pooled_QC1_MS1_ON_NEG2.raw
ON_Metabolomics
Pooled_QC1_MS1_ON_POS1.raw
ON_Metabolomics
Pooled_QC1_MS1_ON_POS2.raw
ON_Metabolomics
Pooled_QC2_MS1_ON_NEG1.raw
ON_Metabolomics
Pooled_QC2_MS1_ON_NEG2.raw
ON_Metabolomics
Pooled_QC2_MS1_ON_POS1.raw
ON_Metabolomics
Pooled_QC2_MS1_ON_POS2.raw
ON_Metabolomics
Right_ON_SHAM1_NEG1.raw
ON_Metabolomics
Right_ON_SHAM1_NEG2.raw
ON_Metabolomics
Right_ON_SHAM1_NEG3.raw
ON_Metabolomics
Right_ON_SHAM1_POS1.raw
ON_Metabolomics
Right_ON_SHAM1_POS2.raw
ON_Metabolomics
Right_ON_SHAM1_POS3.raw
ON_Metabolomics
Right_ON_SHAM2_NEG1.raw
ON_Metabolomics
Right_ON_SHAM2_NEG2.raw
ON_Metabolomics
Right_ON_SHAM2_NEG3.raw
ON_Metabolomics
Right_ON_SHAM2_POS1.raw
ON_Metabolomics
Right_ON_SHAM2_POS2.raw
ON_Metabolomics
Right_ON_SHAM2_POS3.raw
ON_Metabolomics
Right_ON_SHAM3_NEG1.raw
ON_Metabolomics
Right_ON_SHAM3_NEG2.raw
ON_Metabolomics
Right_ON_SHAM3_NEG3.raw
ON_Metabolomics
Right_ON_SHAM3_POS1.raw
ON_Metabolomics
Right_ON_SHAM3_POS2.raw
ON_Metabolomics
Right_ON_SHAM3_POS3.raw
ON_Metabolomics
Right_ON_SHAM4_NEG1.raw
ON_Metabolomics
Right_ON_SHAM4_NEG2.raw
ON_Metabolomics
Right_ON_SHAM4_NEG3.raw
ON_Metabolomics
Right_ON_SHAM4_POS1.raw
ON_Metabolomics
Right_ON_SHAM4_POS2.raw
ON_Metabolomics
Right_ON_SHAM4_POS3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 164 rows!
Extracted information for 164 samples.
Processing  ST000349
No raw data detected. Ignoring ST000349
Processing  ST001676
No raw data detected. Ignoring ST001676
Processing  ST002906
Initiating REDU-table generation for AN004769
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1009.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1010.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1011.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1012.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1013.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1014.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1015.raw
Dataset17_Folate_Titration_48hr_K562_HILIC/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2957/3150 [4:12:29<57:15, 17.80s/it]  
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1016.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1017.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1018.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1019.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1020.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1021.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1022.raw
Dataset17_Folate_Titration_48hr_K562_HILIC
Copy of 20230222_QEF1_AM__PolarFolateTitration_AM1023.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST000369
No raw data detected. Ignoring ST000369
Processing  ST001066
No raw data detected. Ignoring ST001066
Processing  ST000788
No raw data detected. Ignoring ST000788
Processing  ST003434
Initiating REDU-table generation for AN005641
Rest length is 66
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 341.56it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN005642
Rest length is 66
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/1 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 1/1 [00:00<00:00, 354.85it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20230812 Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Blank (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma DMSO 1089.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma DMSO 1090.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma DMSO 1091.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma DMSO 1092.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma DMSO 1093.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma Fasnall 1081.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma Fasnall 1082.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma Fasnall 1083.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma Fasnall 1084.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma Fasnall 1085.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma Fasnall 1086.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-BT-474 Xeno D3 Acetate 6 hrs Plasma Fasnall 1087.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Blank (3).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Blank (4).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Blank (5).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Blank.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-DMEM_F12 no adds (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-DMEM_F12 no adds.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1891 15min (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1891 15min.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1892 15min (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1892 15min.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1894 1 hr.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1895 1 hr.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1896 1 hr.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1897 2 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1898 2 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1899 2 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1900 3 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1901 3 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1902 3 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1903 4 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1904 4 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1905 4 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1906 6 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1907 6 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Fasnall PK 1908 6 hrs.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 0.2 ng_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 1 ng_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 1 ng_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 1 ug_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 1 ug_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 10 ng_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 10 ng_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 10 ug_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 10 ug_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 100 ng_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 100 ng_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 2 ng_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 2 ng_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 2.5 ug_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 20 ng_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 20 ng_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 25 ug_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 25 ug_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 250 ng_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 250 ng_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 5 ug_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 5 ug_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 50 ug_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 50 ug_ml.mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 500 ng_ml (2).mzML
Dima Fasnall PK and BT-474 Xeno Plasma mzML
20230812 Dima Fasnall PK and BT-474 Xeno Plasma-Plasma Fasnall Std 500 ng_ml.mzML
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2961/3150 [4:12:33<33:31, 10.64s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2962/3150 [4:12:36<30:05,  9.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2963/3150 [4:12:39<26:26,  8.48s/it]
 94%|█████████▍| 2965/3150 [4:12:39<18:03,  5.86s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2966/3150 [4:12:41<15:58,  5.21s/it]
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST001851
Initiating REDU-table generation for AN002999
Rest length is 387
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
201105_BA_STD20_6500_1.wiff
201105_BA_h-C65-128_6500_2.wiff
201106_BA_h_C1-64_6500_1.wiff
201107_BA_STD_6500_2.wiff
201108_BA_h-E1-54_6500_1.wiff
201108_BA_h-E55-108_6500_2.wiff
201110_BA_h-Y1-24-D1-9_CM1-3_6500_1.wiff
201110_BA_h-Y25-48-D10-18_6500_2.wiff
210119_BA_STD_6500_2.wiff
210126_BA_h-C129-153_3735-3759_6500_2.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST003300
Initiating REDU-table generation for AN005407
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
HFX5_663032_CN_QC1.mzML
HFX5_663032_CN_QC2.mzML
HFX5_663032_CN_QC3.mzML
HFX5_CN1_FZTM210013174-1A.mzML
HFX5_CN1_FZTM210013175-1A.mzML
HFX5_CN1_FZTM210013176-1A.mzML
HFX5_CN1_FZTM210013177-1A.mzML
HFX5_CN1_FZTM210013178-1A.mzML
HFX5_CN2_FZTM210013180-1A.mzML
HFX5_CN2_FZTM210013181-1A.mzML
HFX5_CN2_FZTM210013182-1A.mzML
HFX5_CN2_FZTM210013183-1A.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000166
No raw data detected. Ignoring ST000166
Processing  ST000253
Initiating REDU-table generation for AN000400
Did not receive valid mwTab json for AN000400!
Initiating REDU-table generation for AN000401
Did not receive valid mwTab json for AN000401!
Processing  ST000967
Initiating REDU-table generation for AN001581
Rest length is 85
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BSP_2.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BSP_3.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BSP_4.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BSP_5.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BSP_6.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_12.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_15.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_17.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_2.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_20.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_21.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_23.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_24.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_26.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_29.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_3.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_30.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_31.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_32.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_42.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_45.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_47.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_48.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_5.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_50.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_56.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_6.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_60.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_63.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_73.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_74.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_75.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 1
BS_78.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BSP_10.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BSP_11.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BSP_12.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BSP_8.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BSP_9.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_1.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_11.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_14.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_16.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_18.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_27.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_28.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_33.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_4.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_40.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_43.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_44.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_51.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_52.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_58.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_61.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_62.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_64.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_66.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_69.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_7.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_70.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 2
BS_72.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BSP_14.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BSP_15.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BSP_16.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BSP_17.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_10.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_13.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_19.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_22.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_25.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_35.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_36.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_37.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_39.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_54.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_55.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_57.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_65.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_67.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_68.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_71.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_76.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_77.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_8.cdf
Blaser Serum Raw GCMS data DRCC ID
Plate 3
BS_9.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 85 rows!
Extracted information for 85 samples.
Processing  ST001360
No raw data detected. Ignoring ST001360
Processing  ST001778
Initiating REDU-table generation for AN002886
Rest length is 11
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002887
Rest length is 11
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
FTICR Data
202002_FT_Model mixture
FT_Model mixture_Neg
MeOH_8M_neg_1.mzML
FTICR Data
202002_FT_Model mixture
FT_Model mixture_Neg
MeOH_8M_neg_2.mzML
FTICR Data
202002_FT_Model mixture
FT_Model mixture_Pos
MeOH_8M_pos_1.mzML
FTICR Data
202002_FT_Model mixture
FT_Model mixture_Pos
MeOH_8M_pos_2.mzML
FTICR Data
202002_FT_Model mixture
FT_Model mixture_Pos
MeOH_8M_pos_3.mzML
FTICR Data
202010_FT_PD1074 C.elegans mixture
FT_PD1074 C.elegans mixture_Neg
Biomatrix_8M_neg_1.mzML
FTICR Data
202010_FT_PD1074 C.elegans mixture
FT_PD1074 C.elegans mixture_Neg
Biomatrix_8M_neg_2.mzML
FTICR Data
202010_FT_PD1074 C.elegans mixture
FT_PD1074 C.elegans mixture_Neg
Biomatrix_8M_neg_3.mzML
FTICR Data
202010_FT_PD1074 C.elegans mixture
FT_PD1074 C.elegans mixture_Pos/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2968/3150 [4:13:04<22:20,  7.37s/it]
Biomatrix_8M_pos_1.mzML
FTICR Data
202010_FT_PD1074 C.elegans mixture
FT_PD1074 C.elegans mixture_Pos
Biomatrix_8M_pos_2.mzML
FTICR Data
202010_FT_PD1074 C.elegans mixture
FT_PD1074 C.elegans mixture_Pos
Biomatrix_8M_pos_3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 11
Returning 0 rows!
Extracted information for 0 samples.
Processing  ST003422
No raw data detected. Ignoring ST003422
Processing  ST001812
Initiating REDU-table generation for AN002937
Rest length is 48
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/2 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 2/2 [00:00<00:00, 488.85it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN002938
Rest length is 48
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/2 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 2/2 [00:00<00:00, 488.42it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2970/3150 [4:13:07<16:24,  5.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2971/3150 [4:13:10<14:42,  4.93s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2973/3150 [4:13:12<10:26,  3.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2974/3150 [4:13:14<09:34,  3.26s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Enzyme_spike
E_15NGln_1_neg.raw
Enzyme_spike
E_15NGln_1_pos.raw
Enzyme_spike
E_15NGln_2_neg.raw
Enzyme_spike
E_15NGln_2_pos.raw
Enzyme_spike
E_15NGln_3_neg.raw
Enzyme_spike
E_15NGln_3_pos.raw
Enzyme_spike
E_15NGln_4_neg.raw
Enzyme_spike
E_15NGln_4_pos.raw
Enzyme_spike
E_15NGln_D_1_neg.raw
Enzyme_spike
E_15NGln_D_1_pos.raw
Enzyme_spike
E_15NGln_D_2_neg.raw
Enzyme_spike
E_15NGln_D_2_pos.raw
Enzyme_spike
E_15NGln_D_3_neg.raw
Enzyme_spike
E_15NGln_D_3_pos.raw
Enzyme_spike
E_15NGln_D_4_neg.raw
Enzyme_spike
E_15NGln_D_4_pos.raw
Enzyme_spike
E_15NGln_FL_1_neg.raw
Enzyme_spike
E_15NGln_FL_1_pos.raw
Enzyme_spike
E_15NGln_FL_2_neg.raw
Enzyme_spike
E_15NGln_FL_2_pos.raw
Enzyme_spike
E_15NGln_FL_3_neg.raw
Enzyme_spike
E_15NGln_FL_3_pos.raw
Enzyme_spike
E_15NGln_FL_4_neg.raw
Enzyme_spike
E_15NGln_FL_4_pos.raw
Enzyme_spike
E_FL_1_neg.raw
Enzyme_spike
E_FL_1_pos.raw
Enzyme_spike
E_FL_2_neg.raw
Enzyme_spike
E_FL_2_pos.raw
Enzyme_spike
E_FL_3_neg.raw
Enzyme_spike
E_FL_3_pos.raw
Enzyme_spike
E_FL_4_neg.raw
Enzyme_spike
E_FL_4_pos.raw
Enzyme_spike
E_Gln_1_neg.raw
Enzyme_spike
E_Gln_1_pos.raw
Enzyme_spike
E_Gln_2_neg.raw
Enzyme_spike
E_Gln_2_pos.raw
Enzyme_spike
E_Gln_3_neg.raw
Enzyme_spike
E_Gln_3_pos.raw
Enzyme_spike
E_Gln_4_neg.raw
Enzyme_spike
E_Gln_4_pos.raw
Enzyme_spike
Extract_1_neg.raw
Enzyme_spike
Extract_1_pos.raw
Enzyme_spike
Extract_2_neg.raw
Enzyme_spike
Extract_2_pos.raw
Enzyme_spike
Extract_3_neg.raw
Enzyme_spike
Extract_3_pos.raw
Enzyme_spike
Extract_4_neg.raw
Enzyme_spike
Extract_4_pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 48 rows!
Extracted information for 48 samples.
Processing  ST002648
Initiating REDU-table generation for AN004320
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0388m_MoTrPAC_PASS1B_HP-PREFA01.raw
0388n_MoTrPAC_PASS1B_HP-PREFB01.raw
0388o_MoTrPAC_PASS1B_HP-Sed01-VAS.raw
0388p_MoTrPAC_PASS1B_HP-Sed02-VAS.raw
0388q_MoTrPAC_PASS1B_HP-IPE01-VAS.raw
0388r_MoTrPAC_PASS1B_HP-IPE02-VAS.raw
0389_MoTrPAC_PASS1B_HP-90217015604-VAS.raw
0390_MoTrPAC_PASS1B_HP-90218015604-VAS.raw
0391_MoTrPAC_PASS1B_HP-90222015604-VAS.raw
0392_MoTrPAC_PASS1B_HP-90223015604-VAS.raw
0393_MoTrPAC_PASS1B_HP-90225015604-VAS.raw
0394_MoTrPAC_PASS1B_HP-90227015604-VAS.raw
0395_MoTrPAC_PASS1B_HP-90229015604-VAS.raw
0396_MoTrPAC_PASS1B_HP-90232015604-VAS.raw
0397_MoTrPAC_PASS1B_HP-90237015604-VAS.raw
0398_MoTrPAC_PASS1B_HP-90239015604-VAS.raw
0399_MoTrPAC_PASS1B_HP-90245015604-VAS.raw
0400_MoTrPAC_PASS1B_HP-90248015604-VAS.raw
0401_MoTrPAC_PASS1B_HP-90251015604-VAS.raw
0402_MoTrPAC_PASS1B_HP-90252015604-VAS.raw
0403_MoTrPAC_PASS1B_HP-90254015604-VAS.raw
0404_MoTrPAC_PASS1B_HP-90258015604-VAS.raw
0405_MoTrPAC_PASS1B_HP-90259015604-VAS.raw
0406_MoTrPAC_PASS1B_HP-90265015604-VAS.raw
0407_MoTrPAC_PASS1B_HP-90266015604-VAS.raw
0408_MoTrPAC_PASS1B_HP-90267015604-VAS.raw
0408a_MoTrPAC_PASS1B_HP-PREFA02.raw
0408b_MoTrPAC_PASS1B_HP-PREFB02.raw
0409_MoTrPAC_PASS1B_HP-90280015604-VAS.raw
0410_MoTrPAC_PASS1B_HP-90281015604-VAS.raw
0411_MoTrPAC_PASS1B_HP-90283015604-VAS.raw
0412_MoTrPAC_PASS1B_HP-90289015604-VAS.raw
0413_MoTrPAC_PASS1B_HP-90292015604-VAS.raw
0414_MoTrPAC_PASS1B_HP-90406015604-VAS.raw
0415_MoTrPAC_PASS1B_HP-90410015604-VAS.raw
0416_MoTrPAC_PASS1B_HP-90412015604-VAS.raw
0417_MoTrPAC_PASS1B_HP-90416015604-VAS.raw
0418_MoTrPAC_PASS1B_HP-90420015604-VAS.raw
0419_MoTrPAC_PASS1B_HP-90421015604-VAS.raw
0420_MoTrPAC_PASS1B_HP-90422015604-VAS.raw
0421_MoTrPAC_PASS1B_HP-90423015604-VAS.raw
0422_MoTrPAC_PASS1B_HP-90426015604-VAS.raw
0423_MoTrPAC_PASS1B_HP-90430015604-VAS.raw
0424_MoTrPAC_PASS1B_HP-90439015604-VAS.raw
0425_MoTrPAC_PASS1B_HP-90441015604-VAS.raw
0426_MoTrPAC_PASS1B_HP-90444015604-VAS.raw
0427_MoTrPAC_PASS1B_HP-90449015604-VAS.raw
0428_MoTrPAC_PASS1B_HP-90450015604-VAS.raw
0428a_MoTrPAC_PASS1B_HP-PREFA03.raw
0428b_MoTrPAC_PASS1B_HP-PREFB03.raw
0429_MoTrPAC_PASS1B_HP-90559015604-VAS.raw
0430_MoTrPAC_PASS1B_HP-90560015604-VAS.raw
0431_MoTrPAC_PASS1B_HP-90564015604-VAS.raw
0432_MoTrPAC_PASS1B_HP-90567015604-VAS.raw
0433_MoTrPAC_PASS1B_HP-90571015604-VAS.raw
0434_MoTrPAC_PASS1B_HP-90576015604-VAS.raw
0435_MoTrPAC_PASS1B_HP-90578015604-VAS.raw
0436_MoTrPAC_PASS1B_HP-90581015604-VAS.raw
0437_MoTrPAC_PASS1B_HP-90585015604-VAS.raw
0438_MoTrPAC_PASS1B_HP-90587015604-VAS.raw
0438a_MoTrPAC_PASS1B_HP-Sed03-VAS.raw
0438b_MoTrPAC_PASS1B_HP-Sed04-VAS.raw
0438c_MoTrPAC_PASS1B_HP-IPE03-VAS.raw
0438d_MoTrPAC_PASS1B_HP-IPE04-VAS.raw
0438e_MoTrPAC_PASS1B_HP-PREFA04.raw
0438f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST002304
No raw data detected. Ignoring ST002304
Processing  ST003504
Initiating REDU-table generation for AN005752
Rest length is 9
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
NC-Met
XiaChaoYi_A10_RP pos.mzML
NC-Met
XiaChaoYi_A11_RP pos.mzML
NC-Met
XiaChaoYi_A12_RP pos.mzML
NC-Met
XiaChaoYi_A4_RP pos.mzML
NC-Met
XiaChaoYi_A5_RP pos.mzML
NC-Met
XiaChaoYi_A6_RP pos.mzML
NC-Met
XiaChaoYi_A7_RP pos.mzML
NC-Met
XiaChaoYi_A8_RP pos.mzML
NC-Met
XiaChaoYi_A9_RP pos.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST002586
Initiating REDU-table generation for AN004258
Rest length is 25
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
10_A4_GLUC_171221_01.mzXML
MyData
11_C13_Q_1_171221_01.mzXML
MyData
12_C13_Q_2_151221_01.mzXML
MyData
13_C13_Q_3_171221_01.mzXML
MyData
14_C13_Q_4_151221_01.mzXML
MyData
15_Q_151221_01.mzXML
MyData
16_A4_C13_Q_1_171221_01.mzXML
MyData
17_A4_C13_Q_2_151221_01.mzXML
MyData
18_A4_C13_Q_3_151221_01.mzXML
MyData
19_A4_C13_Q_4_171221_01.mzXML
MyData
1_C13_GLUC_1_151221_01.mzXML
MyData
20_A4_Q_171221_01.mzXML
MyData
21_ALA_C13_Q_1_151221_01.mzXML
MyData
22_ALA_C13_Q_2_151221_01.mzXML
MyData
23_ALA_C13_Q_3_171221_01.mzXML
MyData
24_ALA_C13_Q_4_171221_01.mzXML
MyData
25_ALA_Q_171221_01.mzXML
MyData
2_C13_GLUC_2_171221_01.mzXML
MyData
3_C13_GLUC_3_171221_01.mzXML
MyData
4_C13_GLUC_4_151221_01.mzXML
MyData
5_GLUC_151221_01.mzXML
MyData
6_A4_C13_GLUC_1_151221_01.mzXML
MyData
7_A4_C13_GLUC_2_171221_01.mzXML
MyData
8_A4_C13_GLUC_3_151221_01.mzXML
MyData
9_A4_C13_GLUC_4_171221_01.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 25 rows!
Extracted information for 25 samples.
Processing  ST000528
Initiating REDU-table generation for AN000806
Rest length is 26
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Fleming Lipidomics LCMS Raw Data
POS_Lip_EQ_P28_JFtotPool1-6.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_P_29_JFtotPool2.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_P_30_JFtotPool3.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_P_31_JFtotPool4.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_P_32_JFtotPool5.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_P_33_JFtotPool6.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_21_MCF7-1.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_22_MCF7-2.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_23_MCF7.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_24_MCF7.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_25_MCF7.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_26_MCF7-CRISPR.raw
Fleming Lipidomics LCMS Raw Data/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2975/3150 [4:13:17<09:12,  3.16s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 94%|█████████▍| 2976/3150 [4:13:20<08:57,  3.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▍| 2978/3150 [4:13:23<07:04,  2.47s/it]
POS_Lip_S_27_MCF7-CRISPR.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_28_MCF7-CRISPR.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_29-2_MCF7-CRISPR.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_30_MCF7-CRISPR.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_31_HS2.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_32_HS.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_33_HS#2.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_34_HS#2.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_35_HS#2.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_36_LSRH-L2.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_37_LSRH-L4.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_38_LSRH-L6.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_39_LSRH-L8.raw
Fleming Lipidomics LCMS Raw Data
POS_Lip_S_40_LSRH-L10.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 26 rows!
Extracted information for 26 samples.
Processing  ST002271
Initiating REDU-table generation for AN003712
Rest length is 38
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003713
Rest length is 38
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Timecourse
2021-10-15_Wills-38-10_NEG.mzML
Timecourse
2021-10-15_Wills-38-10_POS.mzML
Timecourse
2021-10-15_Wills-38-11_NEG.mzML
Timecourse
2021-10-15_Wills-38-11_POS.mzML
Timecourse
2021-10-15_Wills-38-12_NEG.mzML
Timecourse
2021-10-15_Wills-38-12_POS.mzML
Timecourse
2021-10-15_Wills-38-13_NEG.mzML
Timecourse
2021-10-15_Wills-38-13_POS.mzML
Timecourse
2021-10-15_Wills-38-14_NEG.mzML
Timecourse
2021-10-15_Wills-38-14_POS.mzML
Timecourse
2021-10-15_Wills-38-15_NEG.mzML
Timecourse
2021-10-15_Wills-38-15_POS.mzML
Timecourse
2021-10-15_Wills-38-16_NEG.mzML
Timecourse
2021-10-15_Wills-38-16_POS.mzML
Timecourse
2021-10-15_Wills-38-17_NEG.mzML
Timecourse
2021-10-15_Wills-38-17_POS.mzML
Timecourse
2021-10-15_Wills-38-18_NEG.mzML
Timecourse
2021-10-15_Wills-38-18_POS.mzML
Timecourse
2021-10-15_Wills-38-19_NEG.mzML
Timecourse
2021-10-15_Wills-38-19_POS.mzML
Timecourse
2021-10-15_Wills-38-1_NEG.mzML
Timecourse
2021-10-15_Wills-38-1_POS.mzML
Timecourse
2021-10-15_Wills-38-20_NEG.mzML
Timecourse
2021-10-15_Wills-38-20_POS.mzML
Timecourse
2021-10-15_Wills-38-21_NEG.mzML
Timecourse
2021-10-15_Wills-38-21_POS.mzML
Timecourse
2021-10-15_Wills-38-22_NEG.mzML
Timecourse
2021-10-15_Wills-38-22_POS.mzML
Timecourse
2021-10-15_Wills-38-23_NEG.mzML
Timecourse
2021-10-15_Wills-38-23_POS.mzML
Timecourse
2021-10-15_Wills-38-24_NEG.mzML
Timecourse
2021-10-15_Wills-38-24_POS.mzML
Timecourse
2021-10-15_Wills-38-25_NEG.mzML
Timecourse
2021-10-15_Wills-38-25_POS.mzML
Timecourse
2021-10-15_Wills-38-26_NEG.mzML
Timecourse
2021-10-15_Wills-38-26_POS.mzML
Timecourse
2021-10-15_Wills-38-27_NEG.mzML
Timecourse
2021-10-15_Wills-38-27_POS.mzML
Timecourse
2021-10-15_Wills-38-28_NEG.mzML
Timecourse
2021-10-15_Wills-38-28_POS.mzML
Timecourse
2021-10-15_Wills-38-29_NEG.mzML
Timecourse
2021-10-15_Wills-38-29_POS.mzML
Timecourse
2021-10-15_Wills-38-2_NEG.mzML
Timecourse
2021-10-15_Wills-38-2_POS.mzML
Timecourse
2021-10-15_Wills-38-30_NEG.mzML
Timecourse
2021-10-15_Wills-38-30_POS.mzML
Timecourse
2021-10-15_Wills-38-31_NEG.mzML
Timecourse
2021-10-15_Wills-38-31_POS.mzML
Timecourse
2021-10-15_Wills-38-32_NEG.mzML
Timecourse
2021-10-15_Wills-38-32_POS.mzML
Timecourse
2021-10-15_Wills-38-33_NEG.mzML
Timecourse
2021-10-15_Wills-38-33_POS.mzML
Timecourse
2021-10-15_Wills-38-34_NEG.mzML
Timecourse
2021-10-15_Wills-38-34_POS.mzML
Timecourse
2021-10-15_Wills-38-35_NEG.mzML
Timecourse
2021-10-15_Wills-38-35_POS.mzML
Timecourse
2021-10-15_Wills-38-36_NEG.mzML
Timecourse
2021-10-15_Wills-38-36_POS.mzML
Timecourse
2021-10-15_Wills-38-37_NEG.mzML
Timecourse
2021-10-15_Wills-38-37_POS.mzML
Timecourse
2021-10-15_Wills-38-38_NEG.mzML
Timecourse
2021-10-15_Wills-38-38_POS.mzML
Timecourse
2021-10-15_Wills-38-3_NEG.mzML
Timecourse
2021-10-15_Wills-38-3_POS.mzML
Timecourse
2021-10-15_Wills-38-4_NEG.mzML
Timecourse
2021-10-15_Wills-38-4_POS.mzML
Timecourse
2021-10-15_Wills-38-5_NEG.mzML
Timecourse
2021-10-15_Wills-38-5_POS.mzML
Timecourse
2021-10-15_Wills-38-6_NEG.mzML
Timecourse
2021-10-15_Wills-38-6_POS.mzML
Timecourse
2021-10-15_Wills-38-7_NEG.mzML
Timecourse
2021-10-15_Wills-38-7_POS.mzML
Timecourse
2021-10-15_Wills-38-8_NEG.mzML
Timecourse
2021-10-15_Wills-38-8_POS.mzML
Timecourse
2021-10-15_Wills-38-9_NEG.mzML
Timecourse
2021-10-15_Wills-38-9_POS.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 76 rows!
Extracted information for 76 samples.
Processing  ST000543
No raw data detected. Ignoring ST000543
Processing  ST003440
Initiating REDU-table generation for AN005655
Rest length is 14
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005656
Rest length is 14
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
MyData
B17-F6_N-1.mzML
MyData
B17-F6_N-2.mzML
MyData
B17-F6_N-3.mzML
MyData
B17-F6_P-1.mzML
MyData
B17-F6_P-2.mzML
MyData
B17-F6_P-3.mzML
MyData
B36_N.mzML
MyData
B36_P.mzML
MyData
B56_N.mzML
MyData
B56_P.mzML
MyData
QC1_N.mzML
MyData
QC1_P.mzML
MyData
QC2_N.mzML
MyData
QC2_P.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 14 rows!
Extracted information for 14 samples.
Processing  ST000753
No raw data detected. Ignoring ST000753
Processing  ST002406
Initiating REDU-table generation for AN003920
Rest length is 108
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003921
Rest length is 108
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003922
Rest length is 108
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003923
Rest length is 108
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
C18-mzXML
C1-neg.mzXML
C18-mzXML
C1-pos.mzXML
C18-mzXML
C10-neg.mzXML
C18-mzXML
C10-pos.mzXML
C18-mzXML
C11-neg.mzXML
C18-mzXML
C11-pos.mzXML
C18-mzXML
C12-neg.mzXML
C18-mzXML
C12-pos.mzXML
C18-mzXML
C13-neg.mzXML
C18-mzXML
C13-pos.mzXML
C18-mzXML
C14-neg.mzXML
C18-mzXML
C14-pos.mzXML
C18-mzXML
C15-neg.mzXML
C18-mzXML
C15-pos.mzXML
C18-mzXML
C16-neg.mzXML
C18-mzXML
C16-pos.mzXML
C18-mzXML
C17-neg.mzXML
C18-mzXML
C17-pos.mzXML
C18-mzXML
C18-neg.mzXML
C18-mzXML
C18-pos.mzXML
C18-mzXML
C19-neg.mzXML
C18-mzXML
C19-pos.mzXML
C18-mzXML
C2-neg.mzXML
C18-mzXML
C2-pos.mzXML
C18-mzXML
C20-neg.mzXML
C18-mzXML
C20-pos.mzXML
C18-mzXML
C21-neg.mzXML
C18-mzXML
C21-pos.mzXML
C18-mzXML
C22-neg.mzXML
C18-mzXML
C22-pos.mzXML
C18-mzXML
C23-neg.mzXML
C18-mzXML
C23-pos.mzXML
C18-mzXML
C24-neg.mzXML
C18-mzXML
C24-pos.mzXML
C18-mzXML
C25-neg.mzXML
C18-mzXML
C25-pos.mzXML
C18-mzXML
C26-neg.mzXML
C18-mzXML
C26-pos.mzXML
C18-mzXML
C27-neg.mzXML
C18-mzXML
C27-pos.mzXML
C18-mzXML
C3-neg.mzXML
C18-mzXML
C3-pos.mzXML
C18-mzXML
C4-neg.mzXML
C18-mzXML
C4-pos.mzXML
C18-mzXML
C5-neg.mzXML
C18-mzXML
C5-pos.mzXML
C18-mzXML
C6-neg.mzXML
C18-mzXML
C6-pos.mzXML
C18-mzXML
C7-neg.mzXML
C18-mzXML
C7-pos.mzXML
C18-mzXML
C8-neg.mzXML
C18-mzXML
C8-pos.mzXML
C18-mzXML
C9-neg.mzXML
C18-mzXML
C9-pos.mzXML
HILIC-mzXML
H1-neg.mzXML
HILIC-mzXML
H1-pos.mzXML
HILIC-mzXML
H10-neg.mzXML
HILIC-mzXML
H10-pos.mzXML
HILIC-mzXML
H11-neg.mzXML
HILIC-mzXML
H11-pos.mzXML
HILIC-mzXML
H12-neg.mzXML
HILIC-mzXML
H12-pos.mzXML
HILIC-mzXML
H13-neg.mzXML
HILIC-mzXML
H13-pos.mzXML
HILIC-mzXML
H14-neg.mzXML
HILIC-mzXML
H14-pos.mzXML
HILIC-mzXML
H15-neg.mzXML
HILIC-mzXML
H15-pos.mzXML
HILIC-mzXML
H16-neg.mzXML
HILIC-mzXML
H16-pos.mzXML
HILIC-mzXML
H17-neg.mzXML
HILIC-mzXML
H17-pos.mzXML
HILIC-mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▍| 2980/3150 [4:13:27<06:40,  2.36s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▍| 2981/3150 [4:13:29<06:23,  2.27s/it]
 95%|█████████▍| 2984/3150 [4:13:29<03:21,  1.22s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▍| 2985/3150 [4:13:32<03:56,  1.43s/it]
H18-neg.mzXML
HILIC-mzXML
H18-pos.mzXML
HILIC-mzXML
H19-neg.mzXML
HILIC-mzXML
H19-pos.mzXML
HILIC-mzXML
H2-neg.mzXML
HILIC-mzXML
H2-pos.mzXML
HILIC-mzXML
H20-neg.mzXML
HILIC-mzXML
H20-pos.mzXML
HILIC-mzXML
H21-neg.mzXML
HILIC-mzXML
H21-pos.mzXML
HILIC-mzXML
H22-neg.mzXML
HILIC-mzXML
H22-pos.mzXML
HILIC-mzXML
H23-neg.mzXML
HILIC-mzXML
H23-pos.mzXML
HILIC-mzXML
H24-neg.mzXML
HILIC-mzXML
H24-pos.mzXML
HILIC-mzXML
H25-neg.mzXML
HILIC-mzXML
H25-pos.mzXML
HILIC-mzXML
H26-neg.mzXML
HILIC-mzXML
H26-pos.mzXML
HILIC-mzXML
H27-neg.mzXML
HILIC-mzXML
H27-pos.mzXML
HILIC-mzXML
H3-neg.mzXML
HILIC-mzXML
H3-pos.mzXML
HILIC-mzXML
H4-neg.mzXML
HILIC-mzXML
H4-pos.mzXML
HILIC-mzXML
H5-neg.mzXML
HILIC-mzXML
H5-pos.mzXML
HILIC-mzXML
H6-neg.mzXML
HILIC-mzXML
H6-pos.mzXML
HILIC-mzXML
H7-neg.mzXML
HILIC-mzXML
H7-pos.mzXML
HILIC-mzXML
H8-neg.mzXML
HILIC-mzXML
H8-pos.mzXML
HILIC-mzXML
H9-neg.mzXML
HILIC-mzXML
H9-pos.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 108 rows!
Extracted information for 108 samples.
Processing  ST002547
Initiating REDU-table generation for AN004194
Rest length is 10
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ID3850
WT_Bleo_1.d
ID3850
WT_Bleo_2.d
ID3850
WT_Bleo_3.d
ID3850
WT_Bleo_4.d
ID3850
WT_Bleo_5.d
ID3850
WT_PBS_1.d
ID3850
WT_PBS_2.d
ID3850
WT_PBS_3.d
ID3850
WT_PBS_4.d
ID3850
WT_PBS_5.d
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 10 rows!
Extracted information for 10 samples.
Processing  ST000636
No raw data detected. Ignoring ST000636
Processing  ST003595
No raw data detected. Ignoring ST003595
Processing  ST000824
No raw data detected. Ignoring ST000824
Processing  ST003034
Initiating REDU-table generation for AN004975
Rest length is 96
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2021-06-09 14:05:39 .R..A     38617088      4472435  MyData
20210607_Alix_BR_PFAS_SIHUMI_BISPHENOLS_1v1000.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST002769
Initiating REDU-table generation for AN004506
Rest length is 876
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
INSPIRE_B_1.raw
INSPIRE_B_10.raw
INSPIRE_B_11.raw
INSPIRE_B_12.raw
INSPIRE_B_13.raw
INSPIRE_B_14.raw
INSPIRE_B_15.raw
INSPIRE_B_16.raw
INSPIRE_B_17.raw
INSPIRE_B_18.raw
INSPIRE_B_19.raw
INSPIRE_B_2.raw
INSPIRE_B_20.raw
INSPIRE_B_21.raw
INSPIRE_B_22.raw
INSPIRE_B_23.raw
INSPIRE_B_24.raw
INSPIRE_B_25.raw
INSPIRE_B_26.raw
INSPIRE_B_27.raw
INSPIRE_B_28.raw
INSPIRE_B_29.raw
INSPIRE_B_3.raw
INSPIRE_B_30.raw
INSPIRE_B_31.raw
INSPIRE_B_32.raw
INSPIRE_B_33.raw
INSPIRE_B_34.raw
INSPIRE_B_35.raw
INSPIRE_B_36.raw
INSPIRE_B_37.raw
INSPIRE_B_38.raw
INSPIRE_B_39.raw
INSPIRE_B_4.raw
INSPIRE_B_40.raw
INSPIRE_B_41.raw
INSPIRE_B_42.raw
INSPIRE_B_43.raw
INSPIRE_B_44.raw
INSPIRE_B_45.raw
INSPIRE_B_46.raw
INSPIRE_B_47.raw
INSPIRE_B_48.raw
INSPIRE_B_49.raw
INSPIRE_B_5.raw
INSPIRE_B_50.raw
INSPIRE_B_51.raw
INSPIRE_B_52.raw
INSPIRE_B_53.raw
INSPIRE_B_54.raw
INSPIRE_B_55.raw
INSPIRE_B_56.raw
INSPIRE_B_57.raw
INSPIRE_B_58.raw
INSPIRE_B_59.raw
INSPIRE_B_6.raw
INSPIRE_B_60.raw
INSPIRE_B_61.raw
INSPIRE_B_62.raw
INSPIRE_B_63.raw
INSPIRE_B_7.raw
INSPIRE_B_8.raw
INSPIRE_B_9.raw
INSPIRE_CHEAR_U_1.raw
INSPIRE_CHEAR_U_10.raw
INSPIRE_CHEAR_U_11.raw
INSPIRE_CHEAR_U_12.raw
INSPIRE_CHEAR_U_13.raw
INSPIRE_CHEAR_U_14.raw
INSPIRE_CHEAR_U_15.raw
INSPIRE_CHEAR_U_16.raw
INSPIRE_CHEAR_U_17.raw
INSPIRE_CHEAR_U_18.raw
INSPIRE_CHEAR_U_19.raw
INSPIRE_CHEAR_U_2.raw
INSPIRE_CHEAR_U_20.raw
INSPIRE_CHEAR_U_21.raw
INSPIRE_CHEAR_U_22.raw
INSPIRE_CHEAR_U_23.raw
INSPIRE_CHEAR_U_24.raw
INSPIRE_CHEAR_U_25.raw
INSPIRE_CHEAR_U_26.raw
INSPIRE_CHEAR_U_27.raw
INSPIRE_CHEAR_U_28.raw
INSPIRE_CHEAR_U_29.raw
INSPIRE_CHEAR_U_3.raw
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INSPIRE_S_535.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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INSPIRE_S_552.raw
INSPIRE_S_553.raw
INSPIRE_S_554.raw
INSPIRE_S_555.raw
INSPIRE_S_556.raw
INSPIRE_S_557.raw
INSPIRE_S_558.raw
INSPIRE_S_559.raw
INSPIRE_S_56.raw
INSPIRE_S_560.raw
INSPIRE_S_561.raw
INSPIRE_S_562.raw
INSPIRE_S_563.raw
INSPIRE_S_564.raw
INSPIRE_S_565.raw
INSPIRE_S_566.raw
INSPIRE_S_567.raw
INSPIRE_S_568.raw
INSPIRE_S_569.raw
INSPIRE_S_57.raw
INSPIRE_S_570.raw
INSPIRE_S_571.raw
INSPIRE_S_572.raw
INSPIRE_S_573.raw
INSPIRE_S_574.raw
INSPIRE_S_575.raw
INSPIRE_S_576.raw
INSPIRE_S_577.raw
INSPIRE_S_578.raw
INSPIRE_S_579.raw
INSPIRE_S_58.raw
INSPIRE_S_580.raw
INSPIRE_S_581.raw
INSPIRE_S_582.raw
INSPIRE_S_583.raw
INSPIRE_S_584.raw
INSPIRE_S_585.raw
INSPIRE_S_586.raw
INSPIRE_S_587.raw
INSPIRE_S_588.raw
INSPIRE_S_589.raw
INSPIRE_S_59.raw
INSPIRE_S_590.raw
INSPIRE_S_591.raw
INSPIRE_S_592.raw
INSPIRE_S_593.raw
INSPIRE_S_594.raw
INSPIRE_S_595.raw
INSPIRE_S_596.raw
INSPIRE_S_597.raw
INSPIRE_S_598.raw
INSPIRE_S_599.raw
INSPIRE_S_6.raw
INSPIRE_S_60.raw
INSPIRE_S_600.raw
INSPIRE_S_601.raw
INSPIRE_S_602.raw
INSPIRE_S_603.raw
INSPIRE_S_604.raw
INSPIRE_S_605.raw
INSPIRE_S_606.raw
INSPIRE_S_607.raw
INSPIRE_S_608.raw
INSPIRE_S_609.raw
INSPIRE_S_61.raw
INSPIRE_S_610.raw
INSPIRE_S_611.raw
INSPIRE_S_612.raw
INSPIRE_S_613.raw
INSPIRE_S_614.raw
INSPIRE_S_615.raw
INSPIRE_S_616.raw
INSPIRE_S_617.raw
INSPIRE_S_618.raw
INSPIRE_S_619.raw
INSPIRE_S_62.raw
INSPIRE_S_620.raw
INSPIRE_S_621.raw
INSPIRE_S_622.raw
INSPIRE_S_623.raw
INSPIRE_S_624.raw
INSPIRE_S_625.raw
INSPIRE_S_626.raw
INSPIRE_S_627.raw
INSPIRE_S_628.raw
INSPIRE_S_629.raw
INSPIRE_S_63.raw
INSPIRE_S_630.raw
INSPIRE_S_631.raw
INSPIRE_S_64.raw
INSPIRE_S_65.raw
INSPIRE_S_66.raw
INSPIRE_S_67.raw
INSPIRE_S_68.raw
INSPIRE_S_69.raw
INSPIRE_S_7.raw
INSPIRE_S_70.raw
INSPIRE_S_71.raw
INSPIRE_S_72.raw
INSPIRE_S_73.raw
INSPIRE_S_74.raw
INSPIRE_S_75.raw
INSPIRE_S_76.raw
INSPIRE_S_77.raw
INSPIRE_S_78.raw
INSPIRE_S_79.raw
INSPIRE_S_8.raw
INSPIRE_S_80.raw
INSPIRE_S_81.raw
INSPIRE_S_82.raw
INSPIRE_S_83.raw
INSPIRE_S_84.raw
INSPIRE_S_85.raw
INSPIRE_S_86.raw
INSPIRE_S_87.raw
INSPIRE_S_88.raw
INSPIRE_S_89.raw
INSPIRE_S_9.raw
INSPIRE_S_90.raw
INSPIRE_S_91.raw
INSPIRE_S_92.raw
INSPIRE_S_93.raw
INSPIRE_S_94.raw
INSPIRE_S_95.raw
INSPIRE_S_96.raw
INSPIRE_S_97.raw
INSPIRE_S_98.raw
INSPIRE_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 876 rows!
Extracted information for 876 samples.
Processing  ST000287
No raw data detected. Ignoring ST000287
Processing  ST002148
Initiating REDU-table generation for AN003517
Rest length is 60
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003518
Rest length is 60
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Centroid mzXML
neg
190218_10_D_T2_R1_neg.mzXML
Centroid mzXML
neg
190218_11_D_T2_R2_neg.mzXML
Centroid mzXML
neg
190218_12_D_T2_R3_neg.mzXML
Centroid mzXML
neg
190218_1_C_T1_R1_neg.mzXML
Centroid mzXML
neg
190218_2_C_T1_R2_neg.mzXML
Centroid mzXML
neg
190218_3_C_T1_R3_neg.mzXML
Centroid mzXML
neg
190218_4_C_T2_R1_neg.mzXML
Centroid mzXML
neg
190218_5_C_T2_R2_neg.mzXML
Centroid mzXML
neg
190218_6_C_T2_R3_neg.mzXML
Centroid mzXML
neg
190218_7_D_T1_R1_neg.mzXML
Centroid mzXML
neg
190218_8_D_T1_R2_neg.mzXML
Centroid mzXML
neg
190218_9_D_T1_R3_neg.mzXML
Centroid mzXML
neg
190218_Blankneg1.mzXML
Centroid mzXML
neg
190218_Blankneg2.mzXML
Centroid mzXML
neg
190218_Blankneg3.mzXML
Centroid mzXML
neg
190218_Blankneg4.mzXML
Centroid mzXML
neg
190218_Blankneg5.mzXML
Centroid mzXML
neg
190218_Blankneg6.mzXML
Centroid mzXML
neg
190218_Blankneg7.mzXML
Centroid mzXML
neg
190218_Blankneg8.mzXML
Centroid mzXML
neg
190218_Naringina_1ppm_neg.mzXML
Centroid mzXML
neg
190218_QCMIX_neg_FS_1.mzXML
Centroid mzXML
neg
190218_QCMIX_neg_FS_2.mzXML
Centroid mzXML
neg
190218_QCMIX_neg_FS_3.mzXML
Centroid mzXML
neg
190218_QCMIX_neg_FS_4.mzXML
Centroid mzXML
neg
190218_QCMIX_neg_FS_5.mzXML
Centroid mzXML
neg
190218_QCMIX_neg_FS_6.mzXML
Centroid mzXML
neg
190218_QCMIX_neg_TOP5_1.mzXML
Centroid mzXML
neg
190218_QCMIX_neg_TOP5_2.mzXML
Centroid mzXML
neg
190218_QCMIX_neg_TOP5_3.mzXML
Centroid mzXML
pos
190218_10_D_T2_R1_pos.mzXML
Centroid mzXML
pos
190218_11_D_T2_R2_pos.mzXML
Centroid mzXML
pos
190218_12_D_T2_R3_pos.mzXML
Centroid mzXML
pos
190218_1_C_T1_R1_pos.mzXML
Centroid mzXML
pos
190218_2_C_T1_R2_pos.mzXML
Centroid mzXML
pos
190218_3_C_T1_R3_pos.mzXML
Centroid mzXML
pos
190218_4_C_T2_R1_pos.mzXML
Centroid mzXML
pos
190218_5_C_T2_R2_pos.mzXML
Centroid mzXML
pos
190218_6_C_T2_R3_pos.mzXML
Centroid mzXML
pos
190218_7_D_T1_R1_pos.mzXML
Centroid mzXML
pos
190218_8_D_T1_R2_pos.mzXML
Centroid mzXML
pos
190218_9_D_T1_R3_pos.mzXML
Centroid mzXML
pos
190218_Blankpos1.mzXML
Centroid mzXML
pos
190218_Blankpos2.mzXML
Centroid mzXML
pos
190218_Blankpos3.mzXML
Centroid mzXML
pos
190218_Blankpos4.mzXML
Centroid mzXML
pos
190218_Blankpos5.mzXML
Centroid mzXML
pos
190218_Blankpos6.mzXML
Centroid mzXML
pos
190218_Blankpos7.mzXML
Centroid mzXML
pos
190218_Blankpos8.mzXML
Centroid mzXML
pos
190218_Naringina_1ppm_pos.mzXML
Centroid mzXML
pos
190218_QCMIX_pos_FS_1.mzXML
Centroid mzXML
pos
190218_QCMIX_pos_FS_2.mzXML
Centroid mzXML
pos
190218_QCMIX_pos_FS_3.mzXML
Centroid mzXML
pos
190218_QCMIX_pos_FS_4.mzXML
Centroid mzXML
pos
190218_QCMIX_pos_FS_5.mzXML
Centroid mzXML
pos
190218_QCMIX_pos_FS_6.mzXML
Centroid mzXML
pos
190218_QCMIX_pos_TOP5_1.mzXML
Centroid mzXML
pos
190218_QCMIX_pos_TOP5_2.mzXML
Centroid mzXML
pos
190218_QCMIX_pos_TOP5_3.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 60 rows!
Extracted information for 60 samples.
Processing  ST000076
No raw data detected. Ignoring ST000076
Processing  ST001868
No raw data detected. Ignoring ST001868
Processing  ST002988
Initiating REDU-table generation for AN004908
Rest length is 90
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
raw_metabolomics urine1
210531se024.raw
raw_metabolomics urine1
210531se025.raw
raw_metabolomics urine1
210531se026.raw
raw_metabolomics urine1
210531se027.raw
raw_metabolomics urine1
210531se028.raw
raw_metabolomics urine1
210531se029.raw
raw_metabolomics urine1
210531se030.raw
raw_metabolomics urine1
210531se031.raw
raw_metabolomics urine1
210531se032.raw
raw_metabolomics urine1
210531se033.raw
raw_metabolomics urine1
210531se034.raw
raw_metabolomics urine1
210531se035.raw
raw_metabolomics urine1
210531se037.raw
raw_metabolomics urine1
210531se038.raw
raw_metabolomics urine1
210531se039.raw
raw_metabolomics urine1
210531se040.raw
raw_metabolomics urine1
210531se041.raw
raw_metabolomics urine1
210531se042.raw
raw_metabolomics urine1
210531se043.raw
raw_metabolomics urine1
210531se044.raw
raw_metabolomics urine1
210531se045.raw
raw_metabolomics urine1
210531se046.raw
raw_metabolomics urine1
210531se047.raw
raw_metabolomics urine1
210531se048.raw
raw_metabolomics urine1
210531se050.raw
raw_metabolomics urine2
210531se051.raw
raw_metabolomics urine2
210531se052.raw
raw_metabolomics urine2
210531se053.raw
raw_metabolomics urine2
210531se054.raw
raw_metabolomics urine2
210531se055.raw
raw_metabolomics urine2
210531se056.raw
raw_metabolomics urine2
210531se057.raw
raw_metabolomics urine2
210531se058.raw
raw_metabolomics urine2
210531se059.raw
raw_metabolomics urine2
210531se060.raw
raw_metabolomics urine2
210531se061.raw
raw_metabolomics urine2
210531se063.raw
raw_metabolomics urine2
210531se064.raw
raw_metabolomics urine2
210531se065.raw
raw_metabolomics urine2
210531se066.raw
raw_metabolomics urine2/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▍| 2991/3150 [4:13:46<04:53,  1.84s/it]
 95%|█████████▌| 2995/3150 [4:13:46<02:16,  1.13it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

210531se067.raw
raw_metabolomics urine2
210531se068.raw
raw_metabolomics urine2
210531se069.raw
raw_metabolomics urine2
210531se070.raw
raw_metabolomics urine2
210531se071.raw
raw_metabolomics urine2
210531se072.raw
raw_metabolomics urine2
210531se073.raw
raw_metabolomics urine2
210531se074.raw
raw_metabolomics urine2
210531se076.raw
raw_metabolomics urine2
210531se077.raw
raw_metabolomics urine2
210531se078.raw
raw_metabolomics urine2
210531se079.raw
raw_metabolomics urine2
210531se080.raw
raw_metabolomics urine2
210531se081.raw
raw_metabolomics urine2
210531se082.raw
raw_metabolomics urine2
210531se083.raw
raw_metabolomics urine2
210531se084.raw
raw_metabolomics urine2
210531se085.raw
raw_metabolomics urine2
210531se086.raw
raw_metabolomics urine2
210531se087.raw
raw_metabolomics urine2
210531se089.raw
raw_metabolomics urine2
210531se090.raw
raw_metabolomics urine2
210531se091.raw
raw_metabolomics urine2
210531se092.raw
raw_metabolomics urine2
210531se093.raw
raw_metabolomics urine2
210531se094.raw
raw_metabolomics urine2
210531se095.raw
raw_metabolomics urine2
210531se096.raw
raw_metabolomics urine2
210531se097.raw
raw_metabolomics urine2
210531se098.raw
raw_metabolomics urine2
210531se099.raw
raw_metabolomics urine2
210531se100.raw
raw_metabolomics urine3
210531se102.raw
raw_metabolomics urine3
210531se103.raw
raw_metabolomics urine3
210531se104.raw
raw_metabolomics urine3
210531se105.raw
raw_metabolomics urine3
210531se106.raw
raw_metabolomics urine3
210531se107.raw
raw_metabolomics urine3
210531se108.raw
raw_metabolomics urine3
210531se109.raw
raw_metabolomics urine3
210531se110.raw
raw_metabolomics urine3
210531se111.raw
raw_metabolomics urine3
210531se112.raw
raw_metabolomics urine3
210531se113.raw
raw_metabolomics urine3
210531se115.raw
raw_metabolomics urine3
210531se116.raw
raw_metabolomics urine3
210531se117.raw
raw_metabolomics urine3
210531se118.raw
raw_metabolomics urine3
210531se119.raw
raw_metabolomics urine3
210531se120.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 90 rows!
Extracted information for 90 samples.
Processing  ST001436
No raw data detected. Ignoring ST001436
Processing  ST000222
No raw data detected. Ignoring ST000222
Processing  ST000683
No raw data detected. Ignoring ST000683
Processing  ST002720
No raw data detected. Ignoring ST002720
Processing  ST002651
Initiating REDU-table generation for AN004323
Rest length is 68
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
90217015808.raw
90218015808.raw
90222015808.raw
90223015808.raw
90225015808.raw
90227015808.raw
90229015808.raw
90232015808.raw
90237015808.raw
90239015808.raw
90245015808.raw
90248015808.raw
90251015808.raw
90252015808.raw
90254015808.raw
90258015808.raw
90259015808.raw
90265015808.raw
90266015808.raw
90267015808.raw
90280015808.raw
90281015808.raw
90283015808.raw
90289015808.raw
90292015808.raw
90406015808.raw
90410015808.raw
90412015808.raw
90416015808.raw
90420015808.raw
90421015808.raw
90422015808.raw
90423015808.raw
90426015808.raw
90430015808.raw
90439015808.raw
90441015808.raw
90444015808.raw
90449015808.raw
90450015808.raw
90559015808.raw
90560015808.raw
90564015808.raw
90567015808.raw
90571015808.raw
90576015808.raw
90578015808.raw
90581015808.raw
90585015808.raw
90587015808.raw
IPE_Reference_Heart.raw
IPE_Reference_Heart02.raw
QC01.raw
QC02.raw
QC03.raw
QC04.raw
QC05.raw
QC06.raw
QC07.raw
QC08.raw
SED_Reference_Heart.raw
SED_Reference_Heart02.raw
SampleBlank01.raw
SampleBlank02.raw
SampleBlank03.raw
SampleBlank04.raw
SampleBlank05.raw
SampleBlank06.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 68 rows!
Extracted information for 68 samples.
Processing  ST002542
Initiating REDU-table generation for AN004188
Rest length is 27
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/27 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 27/27 [00:00<00:00, 441.18it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004189
Rest length is 27
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/27 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 27/27 [00:00<00:00, 443.00it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▌| 2997/3150 [4:13:52<03:34,  1.40s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▌| 2998/3150 [4:13:56<04:28,  1.77s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▌| 3002/3150 [4:13:58<02:55,  1.18s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▌| 3003/3150 [4:14:00<03:21,  1.37s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
2020-12-29 20:27:28 .R..A       364544        37144  SAM1SAM2KO
Ye20201229NEG
01 S1S2 0h_1.wiff
2020-12-29 21:02:02 .R..A       368640        36815  SAM1SAM2KO
Ye20201229NEG
02S1S2 0h_2.wiff
2020-12-29 21:36:38 .R..A       364544        36946  SAM1SAM2KO
Ye20201229NEG
03S1S2 0h _3.wiff
2020-12-29 22:11:16 .R..A       364544        36994  SAM1SAM2KO
Ye20201229NEG
04S1S2 2h_1.wiff
2020-12-29 22:45:50 .R..A       364544        37032  SAM1SAM2KO
Ye20201229NEG
05S1S2 2h_2.wiff
2020-12-29 23:20:22 .R..A       364544        37165  SAM1SAM2KO
Ye20201229NEG
06S1S2 2h_3.wiff
2020-12-29 23:54:56 .R..A       364544        37112  SAM1SAM2KO
Ye20201229NEG
07S1S2 2h_1+.wiff
2020-12-30 00:29:34 .R..A       364544        37053  SAM1SAM2KO
Ye20201229NEG
08S1S2 2h_2+.wiff
2020-12-30 01:04:10 .R..A       364544        37146  SAM1SAM2KO
Ye20201229NEG
09S1S2 2h_3+.wiff
2020-12-30 01:38:44 .R..A       364544        37157  SAM1SAM2KO
Ye20201229NEG
10S1S2 4h_1.wiff
2020-12-30 02:13:20 .R..A       364544        37185  SAM1SAM2KO
Ye20201229NEG
11S1S2 4h_2.wiff
2020-12-30 02:47:56 .R..A       364544        37155  SAM1SAM2KO
Ye20201229NEG
12S1S2 4h_3.wiff
2020-12-30 03:22:34 .R..A       364544        37130  SAM1SAM2KO
Ye20201229NEG
13S1S2 4h_1+.wiff
2020-12-30 04:31:46 .R..A       364544        37195  SAM1SAM2KO
Ye20201229NEG
14S1S2 4h_2+.wiff
2020-12-30 05:06:24 .R..A       364544        37255  SAM1SAM2KO
Ye20201229NEG
15S1S2 4h_3+.wiff
2020-12-30 05:40:58 .R..A       364544        37172  SAM1SAM2KO
Ye20201229NEG
16S1S2 6h_1.wiff
2020-12-30 06:15:34 .R..A       364544        37189  SAM1SAM2KO
Ye20201229NEG
17S1S2 6h_2.wiff
2020-12-30 06:50:08 .R..A       364544        37180  SAM1SAM2KO
Ye20201229NEG
18S1S2 6h_3.wiff
2020-12-30 07:24:44 .R..A       364544        37248  SAM1SAM2KO
Ye20201229NEG
19S1S2 6h_1+.wiff
2020-12-30 07:59:18 .R..A       364544        37254  SAM1SAM2KO
Ye20201229NEG
20S1S2 6h_2+.wiff
2020-12-30 08:33:54 .R..A       364544        37212  SAM1SAM2KO
Ye20201229NEG
21S1S2 6h_3+.wiff
2020-12-30 09:08:28 .R..A       364544        37185  SAM1SAM2KO
Ye20201229NEG
22S1S2 15h_1.wiff
2020-12-30 09:43:04 .R..A       364544        37131  SAM1SAM2KO
Ye20201229NEG
23S1S2 15h_2.wiff
2020-12-30 10:17:38 .R..A       364544        37066  SAM1SAM2KO
Ye20201229NEG
24S1S2 15h_3.wiff
2020-12-30 10:52:16 .R..A       368640        36694  SAM1SAM2KO
Ye20201229NEG
25S1S2 15h_1+.wiff
2020-12-30 11:26:48 .R..A       364544        37160  SAM1SAM2KO
Ye20201229NEG
26S1S2 15h_2+.wiff
2020-12-30 12:01:26 .R..A       364544        37150  SAM1SAM2KO
Ye20201229NEG
27S1S2 15h_3+.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 27 rows!
Extracted information for 27 samples.
Processing  ST001707
Initiating REDU-table generation for AN002780
Rest length is 94
raw file key found.
Initiating REDU-table generation for AN002781
Rest length is 94
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Organoid_NEG
NEG_APC_m830_1.CDF
Organoid_NEG
NEG_APC_m830_2.CDF
Organoid_NEG
NEG_APC_m830_3.CDF
Organoid_NEG
NEG_APC_m830_4.CDF
Organoid_NEG
NEG_APC_m830_5.CDF
Organoid_NEG
NEG_APC_m830_6.CDF
Organoid_NEG
NEG_APC_m830_7.CDF
Organoid_NEG
NEG_APC_m830_8.CDF
Organoid_NEG
NEG_APC_m862_1.CDF
Organoid_NEG
NEG_APC_m862_2.CDF
Organoid_NEG
NEG_APC_m862_3.CDF
Organoid_NEG
NEG_APC_m862_4.CDF
Organoid_NEG
NEG_APC_m862_5.CDF
Organoid_NEG
NEG_APC_m862_6.CDF
Organoid_NEG
NEG_APC_m862_7.CDF
Organoid_NEG
NEG_APC_m862_8.CDF
Organoid_NEG
NEG_Blank.CDF
Organoid_NEG
NEG_Dilution1_2_1.CDF
Organoid_NEG
NEG_Dilution1_2_2.CDF
Organoid_NEG
NEG_Dilution1_4_1.CDF
Organoid_NEG
NEG_Dilution1_4_2.CDF
Organoid_NEG
NEG_Dilution1_4_3.CDF
Organoid_NEG
NEG_Dilution1_8_1.CDF
Organoid_NEG
NEG_Dilution1_8_2.CDF
Organoid_NEG
NEG_Dilution1_8_3.CDF
Organoid_NEG
NEG_QC1.CDF
Organoid_NEG
NEG_QC2.CDF
Organoid_NEG
NEG_QC3.CDF
Organoid_NEG
NEG_QC4.CDF
Organoid_NEG
NEG_QC5.CDF
Organoid_NEG
NEG_WT_m1641_1.CDF
Organoid_NEG
NEG_WT_m1641_2.CDF
Organoid_NEG
NEG_WT_m1641_3.CDF
Organoid_NEG
NEG_WT_m1641_4.CDF
Organoid_NEG
NEG_WT_m1641_5.CDF
Organoid_NEG
NEG_WT_m1641_6.CDF
Organoid_NEG
NEG_WT_m1641_7.CDF
Organoid_NEG
NEG_WT_m1641_8.CDF
Organoid_NEG
NEG_WT_m1663_1.CDF
Organoid_NEG
NEG_WT_m1663_2.CDF
Organoid_NEG
NEG_WT_m1663_3.CDF
Organoid_NEG
NEG_WT_m1663_4.CDF
Organoid_NEG
NEG_WT_m1663_5.CDF
Organoid_NEG
NEG_WT_m1663_6.CDF
Organoid_NEG
NEG_WT_m1663_7.CDF
Organoid_NEG
NEG_WT_m1663_8.CDF
Organoid_POS
POS_APC_m830_1.CDF
Organoid_POS
POS_APC_m830_2.CDF
Organoid_POS
POS_APC_m830_3.CDF
Organoid_POS
POS_APC_m830_4.CDF
Organoid_POS
POS_APC_m830_5.CDF
Organoid_POS
POS_APC_m830_6.CDF
Organoid_POS
POS_APC_m830_7.CDF
Organoid_POS
POS_APC_m830_8.CDF
Organoid_POS
POS_APC_m862_1.CDF
Organoid_POS
POS_APC_m862_2.CDF
Organoid_POS
POS_APC_m862_3.CDF
Organoid_POS
POS_APC_m862_4.CDF
Organoid_POS
POS_APC_m862_5.CDF
Organoid_POS
POS_APC_m862_6.CDF
Organoid_POS
POS_APC_m862_7.CDF
Organoid_POS
POS_APC_m862_8.CDF
Organoid_POS
POS_Blank.CDF
Organoid_POS
POS_Dilution1_2_1.CDF
Organoid_POS
POS_Dilution1_2_2.CDF
Organoid_POS
POS_Dilution1_2_3.CDF
Organoid_POS
POS_Dilution1_4_1.CDF
Organoid_POS
POS_Dilution1_4_2.CDF
Organoid_POS
POS_Dilution1_4_3.CDF
Organoid_POS
POS_Dilution1_8_1.CDF
Organoid_POS
POS_Dilution1_8_2.CDF
Organoid_POS
POS_Dilution1_8_3.CDF
Organoid_POS
POS_QC1.CDF
Organoid_POS
POS_QC2.CDF
Organoid_POS
POS_QC3.CDF
Organoid_POS
POS_QC4.CDF
Organoid_POS
POS_QC5.CDF
Organoid_POS
POS_WT_m1641_1.CDF
Organoid_POS
POS_WT_m1641_2.CDF
Organoid_POS
POS_WT_m1641_3.CDF
Organoid_POS
POS_WT_m1641_4.CDF
Organoid_POS
POS_WT_m1641_5.CDF
Organoid_POS
POS_WT_m1641_6.CDF
Organoid_POS
POS_WT_m1641_7.CDF
Organoid_POS
POS_WT_m1641_8.CDF
Organoid_POS
POS_WT_m1663_1.CDF
Organoid_POS
POS_WT_m1663_2.CDF
Organoid_POS
POS_WT_m1663_3.CDF
Organoid_POS
POS_WT_m1663_4.CDF
Organoid_POS
POS_WT_m1663_5.CDF
Organoid_POS
POS_WT_m1663_6.CDF
Organoid_POS
POS_WT_m1663_7.CDF
Organoid_POS
POS_WT_m1663_8.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 93 rows!
Extracted information for 93 samples.
Processing  ST003417
No raw data detected. Ignoring ST003417
Processing  ST000985
No raw data detected. Ignoring ST000985
Processing  ST001483
No raw data detected. Ignoring ST001483
Processing  ST003183
Initiating REDU-table generation for AN005227
Rest length is 39
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CCN1.mzML
CCN10.mzML
CCN11.mzML
CCN12.mzML
CCN13.mzML
CCN14.mzML
CCN15.mzML
CCN16.mzML
CCN17.mzML
CCN18.mzML
CCN19.mzML
CCN2.mzML
CCN20.mzML
CCN3.mzML
CCN4.mzML
CCN5.mzML
CCN6.mzML
CCN7.mzML
CCN8.mzML
CCN9.mzML
CCP1.mzML
CCP10.mzML
CCP12.mzML
CCP13.mzML
CCP14.mzML
CCP15.mzML
CCP16.mzML
CCP17.mzML
CCP18.mzML
CCP19.mzML
CCP2.mzML
CCP20.mzML
CCP3.mzML
CCP4.mzML
CCP5.mzML
CCP6.mzML
CCP7.mzML
CCP8.mzML
CCP9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 39 rows!
Extracted information for 39 samples.
Processing  ST002839
Initiating REDU-table generation for AN004645
Rest length is 4
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004646
Rest length is 4
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ND1.raw
ND2.raw
NR1.raw
NR2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 4 rows!
Extracted information for 4 samples.
Processing  ST003374
No raw data detected. Ignoring ST003374
Processing  ST000914
No raw data detected. Ignoring ST000914
Processing /app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 95%|█████████▌| 3006/3150 [4:14:03<02:50,  1.18s/it]
 96%|█████████▌| 3009/3150 [4:14:03<01:51,  1.27it/s]
 96%|█████████▌| 3011/3150 [4:14:03<01:23,  1.66it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 96%|█████████▌| 3014/3150 [4:14:05<01:24,  1.61it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 96%|█████████▌| 3015/3150 [4:14:07<01:53,  1.19it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 96%|█████████▌| 3016/3150 [4:14:11<02:43,  1.22s/it] ST002334
Initiating REDU-table generation for AN003810
Rest length is 24
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003811
Rest length is 24
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw data
PLD3.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST001121
No raw data detected. Ignoring ST001121
Processing  ST001192
No raw data detected. Ignoring ST001192
Processing  ST003482
Initiating REDU-table generation for AN005717
Did not receive valid mwTab json for AN005717!
Initiating REDU-table generation for AN005718
Did not receive valid mwTab json for AN005718!
Processing  ST000075
No raw data detected. Ignoring ST000075
Processing  ST001967
No raw data detected. Ignoring ST001967
Processing  ST001866
No raw data detected. Ignoring ST001866
Processing  ST000483
No raw data detected. Ignoring ST000483
Processing  ST001337
Initiating REDU-table generation for AN002231
Rest length is 2
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
raw data_global profiling_human_MS
Human feces_ALA007.raw
raw data_global profiling_human_MS
Human feces_ALA011.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 2 rows!
Extracted information for 2 samples.
Processing  ST001413
Initiating REDU-table generation for AN002363
Rest length is 28
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
submit
Alachkar001_MX412744_posHILIC_6-006.wiff
submit
Alachkar001_posHILIC_2_002_C.wiff
submit
Alachkar002_MX412744_posHILIC_16-016.wiff
submit
Alachkar002_posHILIC_7_007_M.wiff
submit
Alachkar003_MX412744_posHILIC_9-009.wiff
submit
Alachkar003_posHILIC_10_010_M.wiff
submit
Alachkar004_MX412744_posHILIC_14-014.wiff
submit
Alachkar004_posHILIC_4_004_C.wiff
submit
Alachkar005_MX412744_posHILIC_11-011.wiff
submit
Alachkar005_posHILIC_11_011_M.wiff
submit
Alachkar006_MX412744_posHILIC_12-012.wiff
submit
Alachkar006_posHILIC_6_006_C.wiff
submit
Alachkar007_MX412744_posHILIC_7-007.wiff
submit
Alachkar007_posHILIC_1_001_C.wiff
submit
Alachkar008_MX412744_posHILIC_10-010.wiff
submit
Alachkar008_posHILIC_9_009_M.wiff
submit
Alachkar009_MX412744_posHILIC_8-008.wiff
submit
Alachkar009_posHILIC_3_003_C.wiff
submit
Alachkar010_MX412744_posHILIC_15-015.wiff
submit
Alachkar010_posHILIC_8_008_M.wiff
submit
Alachkar011_MX412744_posHILIC_1-001.wiff
submit
Alachkar011_posHILIC_5_005_C.wiff
submit
Alachkar012_MX412744_posHILIC_5-005.wiff
submit
Alachkar012_posHILIC_12_012_M.wiff
submit
Alachkar013_MX412744_posHILIC_3-003.wiff
submit
Alachkar014_MX412744_posHILIC_2-002.wiff
submit
Alachkar015_MX412744_posHILIC_13-013.wiff
submit
Alachkar016_MX412744_posHILIC_4-004.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST000979
Initiating REDU-table generation for AN001603
Rest length is 58
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Mx284214 Park GC_1st study
Raw Data
160718cOEsa01_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa02_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa04_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa05_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa07_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa09_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa10_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa13_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa14_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa15_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa18_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa19_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa20_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa21_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa22_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa24_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa25_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa28_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa29_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa31_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa35_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa38_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa39_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa40_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa41_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa44_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa46_1.cdf
Mx284214 Park GC_1st study
Raw Data
160718cOEsa50_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa04_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa06_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa07_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa11_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa12_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa13_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa14_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa16_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa17_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa19_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa20_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa24_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa29_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa35_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa36_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa37_1.cdf
Mx284214 Park GC_1st study
Raw Data
160719cOEsa47_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa04_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa05_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa09_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa10_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa11_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa12_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa13_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa14_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa15_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa16_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa17_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa18_1.cdf
Mx284214 Park GC_1st study
Raw Data
160720cOEsa19_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 58 rows!
Extracted information for 58 samples.
Processing  ST000949
No raw data detected. Ignoring ST000949
Processing  ST000096
Initiating REDU-table generation for AN000152
Rest length is 44
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN000153
Rest length is 44
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN000154
Rest length is 44
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys-A5-S17B.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys-A7-S19A.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys-A9-S19C-1.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys-B4-S23B.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys-B6-S24A.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys-B8-S24C.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-A11-S20A.mzML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 96%|█████████▌| 3018/3150 [4:14:14<03:00,  1.37s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 96%|█████████▌| 3019/3150 [4:14:17<03:31,  1.61s/it]
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-A12-S20B.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-A13-S20-C-1.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-A4-S17A.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-A6-S17C.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-A8-S19B.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-B10-S25B.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-B11-S25C.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-B12-S26A.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-B13-S26B.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-B14-S26C-1.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-B3-S23A.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-B5-S23C.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-B7-S24B.mzML
ST000096
Lengyel4hourNIHWCMCPilot
mzML files
Oxys
Lengyal Pilot Oxys2-B9-S25A.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST003495
Initiating REDU-table generation for AN005735
Rest length is 34
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005736
Rest length is 34
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RawData
Negative
DBLiver_nP_1A.mzML
RawData
Negative
DBLiver_nP_1B.mzML
RawData
Negative
DBLiver_nP_2A.mzML
RawData
Negative
DBLiver_nP_2B.mzML
RawData
Negative
DBLiver_nP_2C.mzML
RawData
Negative
DBLiver_nP_2D.mzML
RawData
Negative
DBLiver_nP_3A.mzML
RawData
Negative
DBLiver_nP_3B.mzML
RawData
Negative
DBLiver_nP_3C.mzML
RawData
Negative
DBLiver_nP_4A.mzML
RawData
Negative
DBLiver_nP_5A.mzML
RawData
Negative
DBLiver_nP_5B.mzML
RawData
Negative
DBLiver_nP_6A.mzML
RawData
Negative
DBLiver_nP_6B.mzML
RawData
Negative
DBLiver_nP_6C.mzML
RawData
Negative
DBLiver_nP_6D.mzML
RawData
Negative
DBLiver_nP_6E.mzML
RawData
Positive
DBLiver_pP_1A.mzML
RawData
Positive
DBLiver_pP_1B.mzML
RawData
Positive
DBLiver_pP_2A.mzML
RawData
Positive
DBLiver_pP_2B.mzML
RawData
Positive
DBLiver_pP_2C.mzML
RawData
Positive
DBLiver_pP_2D.mzML
RawData
Positive
DBLiver_pP_3A.mzML
RawData
Positive
DBLiver_pP_3B.mzML
RawData
Positive
DBLiver_pP_3C.mzML
RawData
Positive
DBLiver_pP_4A.mzML
RawData
Positive
DBLiver_pP_5A.mzML
RawData
Positive
DBLiver_pP_5B.mzML
RawData
Positive
DBLiver_pP_6A.mzML
RawData
Positive
DBLiver_pP_6B.mzML
RawData
Positive
DBLiver_pP_6C.mzML
RawData
Positive
DBLiver_pP_6D.mzML
RawData
Positive
DBLiver_pP_6E.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 34 rows!
Extracted information for 34 samples.
Processing  ST000356
No raw data detected. Ignoring ST000356
Processing  ST000720
No raw data detected. Ignoring ST000720
Processing  ST001010
No raw data detected. Ignoring ST001010
Processing  ST002501
Initiating REDU-table generation for AN004110
Rest length is 297
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
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Wright Teitelbaum ReCHARGE-LCMS-Untargeted/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 96%|█████████▌| 3023/3150 [4:14:21<02:48,  1.33s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 96%|█████████▌| 3024/3150 [4:14:23<03:12,  1.52s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 96%|█████████▌| 3027/3150 [4:14:25<02:25,  1.19s/it]
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ReCHARGE_S_207.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_208.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_209.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_21.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_210.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_211.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_212.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_213.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_22.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_23.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_24.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_25.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_26.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_27.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_28.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_29.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_3.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_30.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_31.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_32.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_33.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_34.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_35.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_36.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_37.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_38.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_39.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_4.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_40.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_41.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_42.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_43.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_44.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_45.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_46.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_47.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_48.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_49.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_5.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_50.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_51.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_52.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_53.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_54.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_55.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_56.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_57.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_58.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_59.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_6.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_60.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_61.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_62.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_63.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_64.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_65.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_66.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_67.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_68.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_69.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_7.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_70.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_71.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_72.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_73.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_74.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_75.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_76.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_77.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_78.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_79.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_8.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_80.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_81.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_82.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_83.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_84.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_85.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_86.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_87.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_88.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_89.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_9.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_90.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_91.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_92.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_93.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_94.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_95.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_96.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_97.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_98.raw
Wright Teitelbaum ReCHARGE-LCMS-Untargeted
ReCHARGE_S_99.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 297 rows!
Extracted information for 297 samples.
Processing  ST002926
Initiating REDU-table generation for AN004798
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN004799
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CP_10g2_2.raw
CP_10g2_3.raw
CP_10g2_4.raw
CP_10g2_5.raw
CP_11c_2.raw
CP_11c_3.raw
CP_11c_4.raw
CP_11c_5.raw
CP_2c_2.raw
CP_2c_3.raw
CP_2c_4.raw
CP_2c_5.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000766
No raw data detected. Ignoring ST000766
Processing  ST002335
No raw data detected. Ignoring ST002335
Processing  ST003010
Initiating REDU-table generation for AN004941
Rest length is 9
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
13C_EV_M_0h_neg_1.raw
13C_EV_M_0h_neg_2.raw
13C_EV_M_0h_neg_3.raw
13C_EV_M_2h_neg_1.raw
13C_EV_M_2h_neg_2.raw
13C_EV_M_2h_neg_3.raw
13C_EV_M_6h_neg_1.raw
13C_EV_M_6h_neg_2.raw
13C_EV_M_6h_neg_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 9 rows!
Extracted information for 9 samples.
Processing  ST000945
No raw data detected. Ignoring ST000945
Processing  ST002693
No raw data detected. Ignoring ST002693
Processing  ST003301
No raw data detected. Ignoring ST003301
Processing  ST001378
No raw data detected. Ignoring ST001378
Processing  ST000489
No raw data detected. Ignoring ST000489
Processing  ST000714
No raw data detected. Ignoring ST000714
Processing  ST002814
Initiating REDU-table generation for AN004705
Rest length is 514
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004706
Rest length is 514
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Data1
serum-AK-E10-A.RAW
Data1
serum-AK-E10-B.RAW
Data1
serum-AK-E10-C.RAW
Data1
serum-AK-E12-A.RAW
Data1
serum-AK-E12-B.RAW
Data1
serum-AK-E12-C.RAW
Data1
serum-AK-E12-D.RAW
Data1
serum-AK-E15-A.RAW
Data1
serum-AK-E15-B.RAW
Data1
serum-AK-E15-C.RAW
Data1
serum-AK-E15-D.RAW
Data1
serum-AK-E18-A.RAW
Data1
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Data1
serum-AK-E18-C.RAW
Data1
serum-AK-E18-D.RAW
Data1
serum-WT-E10-A.RAW
Data1
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Data1
serum-WT-E10-C.RAW
Data1
serum-WT-E12-A.RAW
Data1
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Data1
serum-WT-E12-C.RAW
Data1
serum-WT-E15-A.RAW
Data1
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Data1
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Data1
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Data1
serum-WT-E15-F.RAW
Data1
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Data1
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Data1
serum-WT-E18-A.RAW
Data1
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Data1
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Data1
serum-WT-E18-D.RAW
Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data10
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Data11
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Data11
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Data11
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Data11
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Data11
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Data11
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Data11
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Data11
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Data11
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Data11
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Data11
brain-AK-E12-A-01.RAW
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brain-AK-E12-A-02.RAW
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Data11
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Data11
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Data11
brain-AK-E12-D-03.RAW
Data11
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Data11
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Data11
brain-AK-E15-A-02.RAW
Data12
brain-AK-E15-A-03.RAW
Data12
brain-AK-E15-A-04.RAW
Data12
brain-AK-E15-B-01.RAW
Data12
brain-AK-E15-B-02.RAW
Data12
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Data12
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Data12
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Data12
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Data12
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Data12
brain-AK-E18-A-01.RAW
Data12
brain-AK-E18-A-02.RAW
Data12
brain-AK-E18-A-03.RAW
Data12
brain-AK-E18-A-04.RAW
Data12
brain-AK-E18-B-01.RAW
Data12
brain-AK-E18-B-02.RAW
Data12
brain-AK-E18-B-03.RAW
Data12
brain-AK-E18-C-01.RAW
Data12
brain-AK-E18-C-02.RAW
Data12
brain-AK-E18-C-03.RAW
Data12
brain-AK-E18-C-04.RAW
Data12
brain-AK-E18-D-01.RAW
Data12
brain-AK-E18-D-02.RAW
Data12
brain-AK-E18-D-03.RAW
Data12
brain-AK-E18-D-04.RAW
Data12
brain-WT-E10-A-01.RAW
Data12
brain-WT-E10-A-02.RAW
Data12
brain-WT-E10-A-03.RAW
Data12
brain-WT-E10-A-04.RAW
Data12
brain-WT-E10-B-01.RAW
Data13
brain-WT-E10-B-02.RAW
Data13
brain-WT-E10-B-03.RAW
Data13
brain-WT-E10-B-04.RAW
Data13
brain-WT-E10-C-01.RAW
Data13
brain-WT-E10-C-02.RAW
Data13
brain-WT-E10-C-03.RAW
Data13
brain-WT-E10-C-04.RAW
Data13
brain-WT-E12-A-01.RAW
Data13
brain-WT-E12-A-02.RAW
Data13
brain-WT-E12-A-03.RAW
Data13
brain-WT-E12-A-04.RAW
Data13
brain-WT-E12-B-01.RAW
Data13
brain-WT-E12-B-02.RAW
Data13
brain-WT-E12-B-03.RAW
Data13
brain-WT-E12-B-04.RAW
Data13
brain-WT-E12-C-01.RAW
Data13
brain-WT-E12-C-02.RAW
Data13
brain-WT-E12-C-03.RAW
Data13
brain-WT-E12-C-04.RAW
Data13
brain-WT-E15-A-01.RAW
Data13
brain-WT-E15-A-02.RAW
Data13
brain-WT-E15-A-03.RAW
Data13
brain-WT-E15-A-04.RAW
Data13
brain-WT-E15-B-01.RAW
Data13
brain-WT-E15-B-02.RAW
Data13
brain-WT-E15-B-03.RAW
Data13
brain-WT-E15-B-04.RAW
Data13
brain-WT-E15-C-01.RAW
Data13
brain-WT-E15-C-02.RAW
Data13
brain-WT-E15-C-03.RAW
Data14
heart-AK-E10-A-01.RAW
Data14
heart-AK-E10-A-02.RAW
Data14
heart-AK-E10-A-03.RAW
Data14
heart-AK-E10-A-04.RAW
Data14
heart-AK-E10-B-01.RAW
Data14
heart-AK-E10-B-02.RAW
Data14
heart-AK-E10-B-03.RAW
Data14
heart-AK-E10-B-04.RAW
Data14
heart-AK-E10-C-01.RAW
Data14
heart-AK-E10-C-02.RAW
Data14
heart-AK-E10-C-03.RAW
Data14
heart-AK-E10-C-04.RAW
Data14
heart-AK-E12-A-01.RAW
Data14
heart-AK-E12-A-02.RAW
Data14
heart-AK-E12-A-03.RAW
Data14
heart-AK-E12-A-04.RAW
Data14
heart-AK-E12-B-01.RAW
Data14
heart-AK-E12-B-02.RAW
Data14
heart-AK-E12-B-03.RAW
Data14
heart-AK-E12-B-04.RAW
Data14
heart-AK-E12-C-01.RAW
Data14
heart-AK-E12-C-02.RAW
Data14
heart-AK-E12-C-03.RAW
Data14
heart-AK-E12-C-04.RAW
Data14
heart-AK-E12-D-01.RAW
Data14
heart-AK-E12-D-02.RAW
Data14
heart-AK-E12-D-03.RAW
Data14
heart-AK-E12-D-04.RAW
Data14
heart-AK-E15-A-01.RAW
Data14
heart-AK-E15-A-02.RAW
Data15
heart-AK-E15-A-03.RAW
Data15
heart-AK-E15-B-01.RAW
Data15
heart-AK-E15-B-02.RAW
Data15
heart-AK-E15-B-03.RAW
Data15
heart-AK-E15-B-04.RAW
Data15
heart-AK-E15-D-01.RAW
Data15
heart-AK-E15-D-02.RAW
Data15
heart-AK-E15-D-03.RAW
Data15
heart-AK-E15-D-04.RAW
Data15
heart-AK-E18-A-01.RAW
Data15
heart-AK-E18-A-02.RAW
Data15
heart-AK-E18-A-03.RAW
Data15
heart-AK-E18-A-04.RAW
Data15
heart-AK-E18-B-01.RAW
Data15
heart-AK-E18-B-02.RAW
Data15
heart-AK-E18-B-03.RAW
Data15
heart-AK-E18-B-04.RAW
Data15
heart-AK-E18-C-01.RAW
Data15
heart-AK-E18-C-02.RAW
Data15
heart-AK-E18-C-03.RAW
Data15
heart-AK-E18-C-04.RAW
Data15
heart-AK-E18-D-01.RAW
Data15
heart-AK-E18-D-02.RAW
Data15
heart-AK-E18-D-03.RAW
Data15
heart-AK-E18-D-04.RAW
Data15
heart-WT-E10-A-01.RAW
Data15
heart-WT-E10-A-02.RAW
Data15
heart-WT-E10-A-03.RAW
Data15
heart-WT-E10-A-04.RAW
Data15
heart-WT-E10-B-01.RAW
Data16
heart-WT-E10-B-02.RAW
Data16
heart-WT-E10-B-03.RAW
Data16
heart-WT-E10-B-04.RAW
Data16
heart-WT-E10-C-01.RAW
Data16
heart-WT-E10-C-02.RAW
Data16
heart-WT-E10-C-03.RAW
Data16
heart-WT-E10-C-04.RAW
Data16
heart-WT-E12-A-01.RAW
Data16
heart-WT-E12-A-02.RAW
Data16
heart-WT-E12-A-03.RAW
Data16
heart-WT-E12-A-04.RAW
Data16
heart-WT-E12-B-01.RAW
Data16
heart-WT-E12-B-02.RAW
Data16
heart-WT-E12-B-03.RAW
Data16
heart-WT-E12-B-04.RAW
Data16
heart-WT-E12-C-01.RAW
Data16
heart-WT-E12-C-02.RAW
Data16
heart-WT-E12-C-03.RAW
Data16
heart-WT-E12-C-04.RAW
Data16
heart-WT-E15-A-01.RAW
Data16
heart-WT-E15-A-02.RAW
Data16
heart-WT-E15-A-03.RAW
Data16
heart-WT-E15-A-04.RAW
Data16
heart-WT-E15-B-01.RAW
Data16
heart-WT-E15-B-02.RAW
Data16
heart-WT-E15-B-03.RAW
Data16
heart-WT-E15-B-04.RAW
Data16
heart-WT-E15-C-01.RAW
Data16
heart-WT-E15-C-02.RAW
Data16
heart-WT-E15-C-03.RAW
Data17
heart-WT-E15-C-04.RAW
Data17
heart-WT-E15-D-01.RAW
Data17
heart-WT-E15-D-02.RAW
Data17
heart-WT-E15-D-03.RAW
Data17
heart-WT-E15-D-04.RAW
Data17
heart-WT-E15-F-01.RAW
Data17
heart-WT-E15-F-02.RAW
Data17
heart-WT-E15-F-03.RAW
Data17
heart-WT-E15-F-04.RAW
Data17
heart-WT-E15-G-01.RAW
Data17
heart-WT-E15-G-02.RAW
Data17
heart-WT-E15-G-03.RAW
Data17
heart-WT-E15-G-04.RAW
Data17
heart-WT-E15-H-01.RAW
Data17
heart-WT-E15-H-02.RAW
Data17
heart-WT-E15-H-03.RAW
Data17
heart-WT-E18-A-01.RAW
Data17
heart-WT-E18-A-02.RAW
Data17
heart-WT-E18-A-03.RAW
Data17
heart-WT-E18-B-01.RAW
Data17
heart-WT-E18-B-02.RAW
Data17
heart-WT-E18-B-03.RAW
Data17
heart-WT-E18-B-04.RAW
Data17
heart-WT-E18-C-01.RAW
Data17
heart-WT-E18-C-02.RAW
Data17
heart-WT-E18-C-03.RAW
Data17
heart-WT-E18-C-04.RAW
Data17
heart-WT-E18-D-01.RAW
Data17
heart-WT-E18-D-02.RAW
Data17
heart-WT-E18-D-03.RAW
Data2
placenta-AK-E15-A-03.RAW
Data2
placenta-AK-E15-A-04.RAW
Data2
placenta-AK-E15-B-01.RAW
Data2
placenta-AK-E15-B-02.RAW
Data2
placenta-AK-E15-B-03.RAW
Data2
placenta-AK-E15-B-04.RAW
Data2
placenta-AK-E15-D-01.RAW
Data2
placenta-AK-E15-D-02.RAW
Data2
placenta-AK-E15-D-03.RAW
Data2
placenta-AK-E15-D-04.RAW
Data2
placenta-AK-E18-A-01.RAW
Data2
placenta-AK-E18-A-02.RAW
Data2
placenta-AK-E18-A-03.RAW
Data2
placenta-AK-E18-A-04.RAW
Data2
placenta-AK-E18-B-01.RAW
Data2
placenta-AK-E18-B-02.RAW
Data2
placenta-AK-E18-B-03.RAW
Data2
placenta-AK-E18-B-04.RAW
Data2
placenta-AK-E18-C-01.RAW
Data2
placenta-AK-E18-C-02.RAW
Data2
placenta-AK-E18-C-03.RAW
Data2
placenta-AK-E18-C-04.RAW
Data2
placenta-AK-E18-D-01.RAW
Data2
placenta-AK-E18-D-02.RAW/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 96%|█████████▋| 3034/3150 [4:14:32<02:15,  1.16s/it]
 96%|█████████▋| 3038/3150 [4:14:32<01:22,  1.35it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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 97%|█████████▋| 3040/3150 [4:14:48<01:26,  1.26it/s]
Data2
placenta-AK-E18-D-03.RAW
Data2
placenta-AK-E18-D-04.RAW
Data2
placenta-WT-E10-A-01.RAW
Data2
placenta-WT-E10-A-02.RAW
Data2
placenta-WT-E10-A-03.RAW
Data2
placenta-WT-E10-A-04.RAW
Data2
placenta-WT-E10-B-01.RAW
Data3
placenta-AK-E10-A-01.RAW
Data3
placenta-AK-E10-A-02.RAW
Data3
placenta-AK-E10-A-03.RAW
Data3
placenta-AK-E10-A-04.RAW
Data3
placenta-AK-E10-B-01.RAW
Data3
placenta-AK-E10-B-02.RAW
Data3
placenta-AK-E10-B-03.RAW
Data3
placenta-AK-E10-B-04.RAW
Data3
placenta-AK-E10-C-01.RAW
Data3
placenta-AK-E10-C-02.RAW
Data3
placenta-AK-E10-C-03.RAW
Data3
placenta-AK-E10-C-04.RAW
Data3
placenta-AK-E12-A-01.RAW
Data3
placenta-AK-E12-A-02.RAW
Data3
placenta-AK-E12-A-03.RAW
Data3
placenta-AK-E12-A-04.RAW
Data3
placenta-AK-E12-B-01.RAW
Data3
placenta-AK-E12-B-02.RAW
Data3
placenta-AK-E12-B-03.RAW
Data3
placenta-AK-E12-B-04.RAW
Data3
placenta-AK-E12-C-01.RAW
Data3
placenta-AK-E12-C-02.RAW
Data3
placenta-AK-E12-C-03.RAW
Data3
placenta-AK-E12-C-04.RAW
Data3
placenta-AK-E12-D-01.RAW
Data3
placenta-AK-E12-D-02.RAW
Data3
placenta-AK-E12-D-03.RAW
Data3
placenta-AK-E12-D-04.RAW
Data3
placenta-AK-E15-A-01.RAW
Data3
placenta-AK-E15-A-02.RAW
Data4
placenta-WT-E10-B-02.RAW
Data4
placenta-WT-E10-B-03.RAW
Data4
placenta-WT-E10-B-04.RAW
Data4
placenta-WT-E10-C-01.RAW
Data4
placenta-WT-E10-C-02.RAW
Data4
placenta-WT-E10-C-03.RAW
Data4
placenta-WT-E10-C-04.RAW
Data4
placenta-WT-E12-A-01.RAW
Data4
placenta-WT-E12-A-02.RAW
Data4
placenta-WT-E12-A-03.RAW
Data4
placenta-WT-E12-A-04.RAW
Data4
placenta-WT-E12-B-01.RAW
Data4
placenta-WT-E12-B-02.RAW
Data4
placenta-WT-E12-B-03.RAW
Data4
placenta-WT-E12-B-04.RAW
Data4
placenta-WT-E12-C-01.RAW
Data4
placenta-WT-E12-C-02.RAW
Data4
placenta-WT-E12-C-03.RAW
Data4
placenta-WT-E12-C-04.RAW
Data4
placenta-WT-E15-A-01.RAW
Data4
placenta-WT-E15-A-02.RAW
Data4
placenta-WT-E15-A-03.RAW
Data4
placenta-WT-E15-A-04.RAW
Data4
placenta-WT-E15-B-01.RAW
Data4
placenta-WT-E15-B-02.RAW
Data4
placenta-WT-E15-B-03.RAW
Data4
placenta-WT-E15-B-04.RAW
Data4
placenta-WT-E15-C-01.RAW
Data4
placenta-WT-E15-C-02.RAW
Data4
placenta-WT-E15-C-03.RAW
Data5
placenta-WT-E15-C-04.RAW
Data5
placenta-WT-E15-D-01.RAW
Data5
placenta-WT-E15-D-02.RAW
Data5
placenta-WT-E15-D-03.RAW
Data5
placenta-WT-E15-D-04.RAW
Data5
placenta-WT-E15-F-01.RAW
Data5
placenta-WT-E15-F-02.RAW
Data5
placenta-WT-E15-F-03.RAW
Data5
placenta-WT-E15-F-04.RAW
Data5
placenta-WT-E15-G-01.RAW
Data5
placenta-WT-E15-G-02.RAW
Data5
placenta-WT-E15-G-03.RAW
Data5
placenta-WT-E15-G-04.RAW
Data5
placenta-WT-E15-H-01.RAW
Data5
placenta-WT-E15-H-02.RAW
Data5
placenta-WT-E15-H-03.RAW
Data5
placenta-WT-E18-A-01.RAW
Data5
placenta-WT-E18-A-02.RAW
Data5
placenta-WT-E18-A-03.RAW
Data5
placenta-WT-E18-B-01.RAW
Data5
placenta-WT-E18-B-02.RAW
Data5
placenta-WT-E18-B-03.RAW
Data5
placenta-WT-E18-B-04.RAW
Data5
placenta-WT-E18-C-01.RAW
Data5
placenta-WT-E18-C-02.RAW
Data5
placenta-WT-E18-C-03.RAW
Data5
placenta-WT-E18-C-04.RAW
Data5
placenta-WT-E18-D-01.RAW
Data5
placenta-WT-E18-D-02.RAW
Data5
placenta-WT-E18-D-03.RAW
Data6
liver-AK-E10-A-01.RAW
Data6
liver-AK-E10-A-02.RAW
Data6
liver-AK-E10-A-03.RAW
Data6
liver-AK-E10-A-04.RAW
Data6
liver-AK-E10-B-01.RAW
Data6
liver-AK-E10-B-02.RAW
Data6
liver-AK-E10-B-03.RAW
Data6
liver-AK-E10-B-04.RAW
Data6
liver-AK-E10-C-01.RAW
Data6
liver-AK-E10-C-02.RAW
Data6
liver-AK-E10-C-03.RAW
Data6
liver-AK-E10-C-04.RAW
Data6
liver-AK-E12-A-01.RAW
Data6
liver-AK-E12-A-02.RAW
Data6
liver-AK-E12-A-03.RAW
Data6
liver-AK-E12-A-04.RAW
Data6
liver-AK-E12-B-01.RAW
Data6
liver-AK-E12-B-02.RAW
Data6
liver-AK-E12-B-03.RAW
Data6
liver-AK-E12-B-04.RAW
Data6
liver-AK-E12-C-01.RAW
Data6
liver-AK-E12-C-02.RAW
Data6
liver-AK-E12-C-03.RAW
Data6
liver-AK-E12-C-04.RAW
Data6
liver-AK-E12-D-01.RAW
Data6
liver-AK-E12-D-02.RAW
Data6
liver-AK-E12-D-03.RAW
Data6
liver-AK-E12-D-04.RAW
Data6
liver-AK-E15-A-01.RAW
Data6
liver-AK-E15-A-02.RAW
Data7
liver-AK-E15-A-03.RAW
Data7
liver-AK-E15-A-04.RAW
Data7
liver-AK-E15-B-01.RAW
Data7
liver-AK-E15-B-02.RAW
Data7
liver-AK-E15-B-03.RAW
Data7
liver-AK-E15-B-04.RAW
Data7
liver-AK-E15-D-01.RAW
Data7
liver-AK-E15-D-02.RAW
Data7
liver-AK-E15-D-03.RAW
Data7
liver-AK-E15-D-04.RAW
Data7
liver-AK-E18-A-01.RAW
Data7
liver-AK-E18-A-02.RAW
Data7
liver-AK-E18-A-03.RAW
Data7
liver-AK-E18-A-04.RAW
Data7
liver-AK-E18-B-01.RAW
Data7
liver-AK-E18-B-02.RAW
Data7
liver-AK-E18-B-03.RAW
Data7
liver-AK-E18-B-04.RAW
Data7
liver-AK-E18-C-01.RAW
Data7
liver-AK-E18-C-02.RAW
Data7
liver-AK-E18-C-03.RAW
Data7
liver-AK-E18-C-04.RAW
Data7
liver-AK-E18-D-01.RAW
Data7
liver-AK-E18-D-02.RAW
Data7
liver-AK-E18-D-03.RAW
Data7
liver-AK-E18-D-04.RAW
Data7
liver-WT-E10-A-01.RAW
Data7
liver-WT-E10-A-02.RAW
Data7
liver-WT-E10-A-03.RAW
Data7
liver-WT-E10-A-04.RAW
Data7
liver-WT-E10-B-01.RAW
Data8
liver-WT-E10-B-02.RAW
Data8
liver-WT-E10-B-03.RAW
Data8
liver-WT-E10-B-04.RAW
Data8
liver-WT-E10-C-01.RAW
Data8
liver-WT-E10-C-02.RAW
Data8
liver-WT-E10-C-03.RAW
Data8
liver-WT-E10-C-04.RAW
Data8
liver-WT-E12-A-01.RAW
Data8
liver-WT-E12-A-02.RAW
Data8
liver-WT-E12-A-03.RAW
Data8
liver-WT-E12-A-04.RAW
Data8
liver-WT-E12-B-01.RAW
Data8
liver-WT-E12-B-02.RAW
Data8
liver-WT-E12-B-03.RAW
Data8
liver-WT-E12-B-04.RAW
Data8
liver-WT-E12-C-01.RAW
Data8
liver-WT-E12-C-02.RAW
Data8
liver-WT-E12-C-03.RAW
Data8
liver-WT-E12-C-04.RAW
Data8
liver-WT-E15-A-01.RAW
Data8
liver-WT-E15-A-02.RAW
Data8
liver-WT-E15-A-03.RAW
Data8
liver-WT-E15-A-04.RAW
Data8
liver-WT-E15-B-01.RAW
Data8
liver-WT-E15-B-02.RAW
Data8
liver-WT-E15-B-03.RAW
Data8
liver-WT-E15-B-04.RAW
Data8
liver-WT-E15-C-01.RAW
Data8
liver-WT-E15-C-02.RAW
Data8
liver-WT-E15-C-03.RAW
Data9
liver-WT-E15-C-04.RAW
Data9
liver-WT-E15-D-01.RAW
Data9
liver-WT-E15-D-02.RAW
Data9
liver-WT-E15-D-03.RAW
Data9
liver-WT-E15-D-04.RAW
Data9
liver-WT-E15-F-01.RAW
Data9
liver-WT-E15-F-02.RAW
Data9
liver-WT-E15-F-03.RAW
Data9
liver-WT-E15-F-04.RAW
Data9
liver-WT-E15-G-01.RAW
Data9
liver-WT-E15-G-02.RAW
Data9
liver-WT-E15-G-03.RAW
Data9
liver-WT-E15-G-04.RAW
Data9
liver-WT-E15-H-01.RAW
Data9
liver-WT-E15-H-02.RAW
Data9
liver-WT-E15-H-03.RAW
Data9
liver-WT-E18-A-01.RAW
Data9
liver-WT-E18-A-02.RAW
Data9
liver-WT-E18-A-03.RAW
Data9
liver-WT-E18-B-01.RAW
Data9
liver-WT-E18-B-02.RAW
Data9
liver-WT-E18-B-03.RAW
Data9
liver-WT-E18-B-04.RAW
Data9
liver-WT-E18-C-01.RAW
Data9
liver-WT-E18-C-02.RAW
Data9
liver-WT-E18-C-03.RAW
Data9
liver-WT-E18-C-04.RAW
Data9
liver-WT-E18-D-01.RAW
Data9
liver-WT-E18-D-02.RAW
Data9
liver-WT-E18-D-03.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 514 rows!
Extracted information for 514 samples.
Processing  ST001456
No raw data detected. Ignoring ST001456
Processing  ST000778
No raw data detected. Ignoring ST000778
Processing  ST001141
No raw data detected. Ignoring ST001141
Processing  ST000201
No raw data detected. Ignoring ST000201
Processing  ST001822
Initiating REDU-table generation for AN002958
Rest length is 8
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
RBP42_KD_1.mzXML
RBP42_KD_2.mzXML
RBP42_KD_3.mzXML
RBP42_KD_4.mzXML
RBP42_WT_1.mzXML
RBP42_WT_2.mzXML
RBP42_WT_3.mzXML
RBP42_WT_4.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 8 rows!
Extracted information for 8 samples.
Processing  ST000551
No raw data detected. Ignoring ST000551
Processing  ST001293
Initiating REDU-table generation for AN002151
Rest length is 105
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002152
Rest length is 105
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002153
Rest length is 105
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002154
Rest length is 105
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Ilyonectria_pathogen_data
139398_Ilyonectria_robusta-140KfullMSneg.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

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Ilyonectria_pathogen_data
139398_Ilyonectria_robusta-140KfullMSpos.raw
Ilyonectria_pathogen_data
139398_Ilyonectria_robusta-MS2neg.raw
Ilyonectria_pathogen_data
139398_Ilyonectria_robusta-MS2pos.raw
Ilyonectria_pathogen_data
144524_Ilyonectria_torresensis-140KfullMSneg.raw
Ilyonectria_pathogen_data
144524_Ilyonectria_torresensis-140KfullMSpos.raw
Ilyonectria_pathogen_data
144524_Ilyonectria_torresensis-MS2neg.raw
Ilyonectria_pathogen_data
144524_Ilyonectria_torresensis-MS2pos.raw
Ilyonectria_pathogen_data
220159_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
220159_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
220159_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
220159_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
226721_Ilyonectria_rufa-140KfullMSneg.raw
Ilyonectria_pathogen_data
226721_Ilyonectria_rufa-140KfullMSpos.raw
Ilyonectria_pathogen_data
226721_Ilyonectria_rufa-MS2neg.raw
Ilyonectria_pathogen_data
226721_Ilyonectria_rufa-MS2pos.raw
Ilyonectria_pathogen_data
226727_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
226727_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
226727_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
226727_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
226729_Ilyonectria_robusta-140KfullMSneg.raw
Ilyonectria_pathogen_data
226729_Ilyonectria_robusta-140KfullMSpos.raw
Ilyonectria_pathogen_data
226729_Ilyonectria_robusta-MS2neg.raw
Ilyonectria_pathogen_data
226729_Ilyonectria_robusta-MS2pos.raw
Ilyonectria_pathogen_data
226730_Ilyonectria_estremocensis-140KfullMSneg.raw
Ilyonectria_pathogen_data
226730_Ilyonectria_estremocensis-140KfullMSpos.raw
Ilyonectria_pathogen_data
226730_Ilyonectria_estremocensis-MS2neg.raw
Ilyonectria_pathogen_data
226730_Ilyonectria_estremocensis-MS2pos.raw
Ilyonectria_pathogen_data
230337_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
230337_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
230337_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
230337_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
230338_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
230338_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
230338_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
230338_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
234582_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
234582_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
234582_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
234582_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
251601_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
251601_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
251601_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
251601_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
251602_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
251602_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
251602_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
251602_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
251603_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
251603_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
251603_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
251603_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
251604_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
251604_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
251604_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
251604_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
251605_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
251605_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
251605_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
251605_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
251606_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
251606_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
251606_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
251606_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
251607_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
251607_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
251607_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
251607_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
251608_Ilyonectria_rufa-140KfullMSneg.raw
Ilyonectria_pathogen_data
251608_Ilyonectria_rufa-140KfullMSpos.raw
Ilyonectria_pathogen_data
251608_Ilyonectria_rufa-MS2neg.raw
Ilyonectria_pathogen_data
251608_Ilyonectria_rufa-MS2pos.raw
Ilyonectria_pathogen_data
251609_Ilyonectria_rufa-140KfullMSneg.raw
Ilyonectria_pathogen_data
251609_Ilyonectria_rufa-140KfullMSpos.raw
Ilyonectria_pathogen_data
251609_Ilyonectria_rufa-MS2neg.raw
Ilyonectria_pathogen_data
251609_Ilyonectria_rufa-MS2pos.raw
Ilyonectria_pathogen_data
251610_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
251610_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
251610_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
251610_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
251611_Ilyonectria_mors-panacis-140KfullMSneg.raw
Ilyonectria_pathogen_data
251611_Ilyonectria_mors-panacis-140KfullMSpos.raw
Ilyonectria_pathogen_data
251611_Ilyonectria_mors-panacis-MS2neg.raw
Ilyonectria_pathogen_data
251611_Ilyonectria_mors-panacis-MS2pos.raw
Ilyonectria_pathogen_data
Neonectria_obtusisporum-140KfullMSneg.raw
Ilyonectria_pathogen_data
Neonectria_obtusisporum-140KfullMSpos.raw
Ilyonectria_pathogen_data
Neonectria_obtusisporum-MS2neg.raw
Ilyonectria_pathogen_data
Neonectria_obtusisporum-MS2pos.raw
Ilyonectria_pathogen_data
PotatoDextroseAgar_blankmedia-140KfullMSneg.raw
Ilyonectria_pathogen_data
PotatoDextroseAgar_blankmedia-140KfullMSpos.raw
Ilyonectria_pathogen_data
PotatoDextroseAgar_blankmedia-MS2neg.raw
Ilyonectria_pathogen_data
PotatoDextroseAgar_blankmedia-MS2pos.raw
Ilyonectria_pathogen_data
QC1-140KfullMSneg.raw
Ilyonectria_pathogen_data
QC1-140KfullMSpos.raw
Ilyonectria_pathogen_data
QC2-140KfullMSneg.raw
Ilyonectria_pathogen_data
QC2-140KfullMSpos.raw
Ilyonectria_pathogen_data
QC3-140KfullMSneg.raw
Ilyonectria_pathogen_data
QC3-140KfullMSpos.raw
Ilyonectria_pathogen_data
QC4-140KfullMSneg.raw
Ilyonectria_pathogen_data
QC4-140KfullMSpos.raw
Ilyonectria_pathogen_data
QC5-140KfullMSneg.raw
Ilyonectria_pathogen_data
QC5-140KfullMSpos.raw
Ilyonectria_pathogen_data
Radicicol_seedspectra_MS2pos.raw
Ilyonectria_pathogen_data
unknown_compound1_seedspectra_MS2pos.raw
Ilyonectria_pathogen_data
unknown_compound2_seedspectra_MS2pos.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 105 rows!
Extracted information for 105 samples.
Processing  ST000266
No raw data detected. Ignoring ST000266
Processing  ST000012
No raw data detected. Ignoring ST000012
Processing  ST002279
Initiating REDU-table generation for AN003723
Rest length is 50
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Amino_acids
KIT2-0-5504_1024019783_03_0_1_1_00_1024025731.wiff
Amino_acids
KIT2-0-5504_1024019783_04_0_1_1_00_1024025813.wiff
Amino_acids
KIT2-0-5504_1024019783_05_0_1_1_00_1024025890.wiff
Amino_acids
KIT2-0-5504_1024019783_06_0_1_1_00_1024028825.wiff
Amino_acids
KIT2-0-5504_1024019783_07_0_1_1_00_1024028908.wiff
Amino_acids
KIT2-0-5504_1024019783_08_0_1_1_00_1024019677.wiff
Amino_acids
KIT2-0-5504_1024019783_09_0_1_1_00_1024019750.wiff
Amino_acids
KIT2-0-5504_1024019783_15_0_1_1_00_1024025745.wiff
Amino_acids
KIT2-0-5504_1024019783_16_0_1_1_00_1024025828.wiff/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3044/3150 [4:19:39<46:12, 26.16s/it]  
 97%|█████████▋| 3046/3150 [4:19:40<33:52, 19.54s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3047/3150 [4:19:42<28:54, 16.84s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3049/3150 [4:19:44<20:13, 12.01s/it]
Amino_acids
KIT2-0-5504_1024019783_17_0_1_1_00_1024028757.wiff
Amino_acids
KIT2-0-5504_1024019783_18_0_1_1_00_1024028830.wiff
Amino_acids
KIT2-0-5504_1024019783_19_0_1_1_00_1024028912.wiff
Amino_acids
KIT2-0-5504_1024019783_20_0_1_1_00_1024019681.wiff
Amino_acids
KIT2-0-5504_1024019783_21_0_1_1_00_1024019764.wiff
Amino_acids
KIT2-0-5504_1024019783_27_0_1_1_00_1024025750.wiff
Amino_acids
KIT2-0-5504_1024019783_28_0_1_1_00_1024025832.wiff
Amino_acids
KIT2-0-5504_1024019783_30_0_1_1_00_1024028844.wiff
Amino_acids
KIT2-0-5504_1024019783_31_0_1_1_00_1024028927.wiff
Amino_acids
KIT2-0-5504_1024019783_32_0_1_1_00_1024019696.wiff
Amino_acids
KIT2-0-5504_1024019783_39_0_1_1_00_1024025764.wiff
Amino_acids
KIT2-0-5504_1024019783_40_0_1_1_00_1024025847.wiff
Amino_acids
KIT2-0-5504_1024019783_41_0_1_1_00_1024028776.wiff
Amino_acids
KIT2-0-5504_1024019783_42_0_1_1_00_1024028859.wiff
Amino_acids
KIT2-0-5504_1024019783_43_0_1_1_00_1024028931.wiff
Amino_acids
KIT2-0-5504_1024019783_44_0_1_1_00_1024019707.wiff
Amino_acids
KIT2-0-5504_1024019783_51_0_1_1_00_1024025779.wiff
Amino_acids
KIT2-0-5504_1024019783_52_0_1_1_00_1024025851.wiff
Amino_acids
KIT2-0-5504_1024019783_53_0_1_1_00_1024028781.wiff
Amino_acids
KIT2-0-5504_1024019783_54_0_1_1_00_1024028863.wiff
Amino_acids
KIT2-0-5504_1024019783_55_0_1_1_00_1024019639.wiff
Amino_acids
KIT2-0-5504_1024019783_56_0_1_1_00_1024019711.wiff
Amino_acids
KIT2-0-5504_1024019783_63_0_1_1_00_1024025783.wiff
Amino_acids
KIT2-0-5504_1024019783_64_0_1_1_00_1024025866.wiff
Amino_acids
KIT2-0-5504_1024019783_65_0_1_1_00_1024028795.wiff
Amino_acids
KIT2-0-5504_1024019783_66_0_1_1_00_1024028878.wiff
Amino_acids
KIT2-0-5504_1024019783_67_0_1_1_00_1024019643.wiff
Amino_acids
KIT2-0-5504_1024019783_68_0_1_1_00_1024019726.wiff
Amino_acids
KIT2-0-5504_1024019783_74_0_1_1_00_1024025711.wiff
Amino_acids
KIT2-0-5504_1024019783_75_0_1_1_00_1024025798.wiff
Amino_acids
KIT2-0-5504_1024019783_76_0_1_1_00_1024025871.wiff
Amino_acids
KIT2-0-5504_1024019783_77_0_1_1_00_1024028806.wiff
Amino_acids
KIT2-0-5504_1024019783_78_0_1_1_00_1024028882.wiff
Amino_acids
KIT2-0-5504_1024019783_79_0_1_1_00_1024019658.wiff
Amino_acids
KIT2-0-5504_1024019783_80_0_1_1_00_1024019731.wiff
Amino_acids
KIT2-0-5504_1024019783_86_0_1_1_00_1024025726.wiff
Amino_acids
KIT2-0-5504_1024019783_87_0_1_1_00_1024025809.wiff
Amino_acids
KIT2-0-5504_1024019783_88_0_1_1_00_1024025885.wiff
Amino_acids
KIT2-0-5504_1024019783_89_0_1_1_00_1024028811.wiff
Amino_acids
KIT2-0-5504_1024019783_90_0_1_1_00_1024028897.wiff
Amino_acids
KIT2-0-5504_1024019783_92_0_1_1_00_1024019745.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST000691
No raw data detected. Ignoring ST000691
Processing  ST001277
Initiating REDU-table generation for AN002118
Rest length is 62
Adding raw data not present in REST for sample S001_NEG named X145_neg_IS.raw
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Processing  ST002126
Initiating REDU-table generation for AN003479
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Study3
hsc-ct-1.cdf
Study3
hsc-ct-2.cdf
Study3
hsc-ct-3.cdf
Study3
hsc-ct-nr-1.cdf
Study3
hsc-ct-nr-2.cdf
Study3
hsc-ct-nr-3.cdf
Study3
hsc-fu-1.cdf
Study3
hsc-fu-2.cdf
Study3
hsc-fu-3.cdf
Study3
hsc-fu-nd-0h-1.cdf
Study3
hsc-fu-nd-0h-2.cdf
Study3
hsc-fu-nd-0h-3.cdf
Study3
hsc-fu-nd-12h-1.cdf
Study3
hsc-fu-nd-12h-2.cdf
Study3
hsc-fu-nd-12h-3.cdf
Study3
hsc-fu-nd-6h-1.cdf
Study3
hsc-fu-nd-6h-2.cdf
Study3
hsc-fu-nd-6h-3.cdf
Study3
hsc-fu-nr-0h-1.cdf
Study3
hsc-fu-nr-0h-2.cdf
Study3
hsc-fu-nr-0h-3.cdf
Study3
hsc-fu-nr-1.cdf
Study3
hsc-fu-nr-12h-1.cdf
Study3
hsc-fu-nr-12h-2.cdf
Study3
hsc-fu-nr-12h-3.cdf
Study3
hsc-fu-nr-2.cdf
Study3
hsc-fu-nr-3.cdf
Study3
hsc-fu-nr-6h-1.cdf
Study3
hsc-fu-nr-6h-2.cdf
Study3
hsc-fu-nr-6h-3.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST000462
No raw data detected. Ignoring ST000462
Processing  ST001701
Initiating REDU-table generation for AN002772
Rest length is 30
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
259558 mouse liver
160411aOEsa01_1.cdf
259558 mouse liver
160411aOEsa02_1.cdf
259558 mouse liver
160411aOEsa03_1.cdf
259558 mouse liver
160411aOEsa04_1.cdf
259558 mouse liver
160411aOEsa05_1.cdf
259558 mouse liver
160411aOEsa06_1.cdf
259558 mouse liver
160411aOEsa07_1.cdf
259558 mouse liver
160411aOEsa08_1.cdf
259558 mouse liver
160411aOEsa09_1.cdf
259558 mouse liver
160411aOEsa10_1.cdf
259558 mouse liver
160411aOEsa11_1.cdf
259558 mouse liver
160411aOEsa12_1.cdf
259558 mouse liver
160411aOEsa13_1.cdf
259558 mouse liver
160411aOEsa14_1.cdf
259558 mouse liver
160411aOEsa15_1.cdf
259558 mouse liver
160411aOEsa16_1.cdf
259558 mouse liver
160411aOEsa17_1.cdf
259558 mouse liver
160411aOEsa18_1.cdf
259558 mouse liver
160411aOEsa19_1.cdf
259558 mouse liver
160411aOEsa20_1.cdf
259558 mouse liver
160411aOEsa21_1.cdf
259558 mouse liver
160411aOEsa22_1.cdf
259558 mouse liver
160411aOEsa23_1.cdf
259558 mouse liver
160411aOEsa24_1.cdf
259558 mouse liver
160411aOEsa25_1.cdf
259558 mouse liver
160411aOEsa26_1.cdf
259558 mouse liver
160411aOEsa27_1.cdf
259558 mouse liver
160411aOEsa28_1.cdf
259558 mouse liver
160411aOEsa29_1.cdf
259558 mouse liver
160411aOEsa30_1.cdf
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 30 rows!
Extracted information for 30 samples.
Processing  ST000965
No raw data detected. Ignoring ST000965
Processing  ST002682
Initiating REDU-table generation for AN004355
Rest length is 65
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0000f_MoTrPAC_PASS1B_HP-PREFA01.raw
0000g_MoTrPAC_PASS1B_HP-PREFB01.raw
0000h_MoTrPAC_PASS1B_HP-Sed01-BAT.raw
0000i_MoTrPAC_PASS1B_HP-Sed02-BAT.raw
0000j_MoTrPAC_PASS1B_HP-IPE01-BAT.raw
0000k_MoTrPAC_PASS1B_HP-IPE02-BAT.raw
0001_MoTrPAC_PASS1B_HP-90217016905-BAT.raw
0002_MoTrPAC_PASS1B_HP-90218016905-BAT.raw
0003_MoTrPAC_PASS1B_HP-90222016905-BAT.raw
0004_MoTrPAC_PASS1B_HP-90223016905-BAT.raw
0005_MoTrPAC_PASS1B_HP-90225016905-BAT.raw
0006_MoTrPAC_PASS1B_HP-90227016905-BAT.raw
0007_MoTrPAC_PASS1B_HP-90229016905-BAT.raw
0008_MoTrPAC_PASS1B_HP-90232016905-BAT.raw
0009_MoTrPAC_PASS1B_HP-90237016905-BAT.raw
0010_MoTrPAC_PASS1B_HP-90239016905-BAT.raw
0011_MoTrPAC_PASS1B_HP-90245016905-BAT.raw
0012_MoTrPAC_PASS1B_HP-90248016905-BAT.raw
0013_MoTrPAC_PASS1B_HP-90251016905-BAT.raw
0014_MoTrPAC_PASS1B_HP-90252016905-BAT.raw
0015_MoTrPAC_PASS1B_HP-90254016905-BAT.raw/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3051/3150 [4:19:48<14:51,  9.00s/it]
 97%|█████████▋| 3054/3150 [4:19:48<08:44,  5.47s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3055/3150 [4:19:51<08:03,  5.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3057/3150 [4:19:54<06:01,  3.89s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3059/3150 [4:19:56<04:42,  3.10s/it]

0016_MoTrPAC_PASS1B_HP-90258016905-BAT.raw
0017_MoTrPAC_PASS1B_HP-90265016905-BAT.raw
0018_MoTrPAC_PASS1B_HP-90266016905-BAT.raw
0019_MoTrPAC_PASS1B_HP-90267016905-BAT.raw
0020_MoTrPAC_PASS1B_HP-90280016905-BAT.raw
0020a_MoTrPAC_PASS1B_HP-PREFA02.raw
0020b_MoTrPAC_PASS1B_HP-PREFB02.raw
0021_MoTrPAC_PASS1B_HP-90281016905-BAT.raw
0022_MoTrPAC_PASS1B_HP-90283016905-BAT.raw
0023_MoTrPAC_PASS1B_HP-90289016905-BAT.raw
0024_MoTrPAC_PASS1B_HP-90292016905-BAT.raw
0025_MoTrPAC_PASS1B_HP-90406016905-BAT.raw
0026_MoTrPAC_PASS1B_HP-90410016905-BAT.raw
0027_MoTrPAC_PASS1B_HP-90412016905-BAT.raw
0028_MoTrPAC_PASS1B_HP-90416016905-BAT.raw
0029_MoTrPAC_PASS1B_HP-90420016905-BAT.raw
0030_MoTrPAC_PASS1B_HP-90421016905-BAT.raw
0031_MoTrPAC_PASS1B_HP-90422016905-BAT.raw
0032_MoTrPAC_PASS1B_HP-90423016905-BAT.raw
0033_MoTrPAC_PASS1B_HP-90426016905-BAT.raw
0034_MoTrPAC_PASS1B_HP-90430016905-BAT.raw
0035_MoTrPAC_PASS1B_HP-90439016905-BAT.raw
0036_MoTrPAC_PASS1B_HP-90441016905-BAT.raw
0037_MoTrPAC_PASS1B_HP-90444016905-BAT.raw
0038_MoTrPAC_PASS1B_HP-90449016905-BAT.raw
0039_MoTrPAC_PASS1B_HP-90450016905-BAT.raw
0040_MoTrPAC_PASS1B_HP-90559016905-BAT.raw
0040a_MoTrPAC_PASS1B_HP-PREFA03.raw
0040b_MoTrPAC_PASS1B_HP-PREFB03.raw
0041_MoTrPAC_PASS1B_HP-90560016905-BAT.raw
0042_MoTrPAC_PASS1B_HP-90564016905-BAT.raw
0043_MoTrPAC_PASS1B_HP-90567016905-BAT.raw
0044_MoTrPAC_PASS1B_HP-90571016905-BAT.raw
0045_MoTrPAC_PASS1B_HP-90576016905-BAT.raw
0046_MoTrPAC_PASS1B_HP-90578016905-BAT.raw
0047_MoTrPAC_PASS1B_HP-90581016905-BAT.raw
0048_MoTrPAC_PASS1B_HP-90585016905-BAT.raw
0049_MoTrPAC_PASS1B_HP-90587016905-BAT.raw
0049a_MoTrPAC_PASS1B_HP-Sed03-BAT.raw
0049b_MoTrPAC_PASS1B_HP-Sed04-BAT.raw
0049c_MoTrPAC_PASS1B_HP-IPE03-BAT.raw
0049d_MoTrPAC_PASS1B_HP-IPE04-BAT.raw
0049e_MoTrPAC_PASS1B_HP-PREFA04.raw
0049f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 65 rows!
Extracted information for 65 samples.
Processing  ST000090
No raw data detected. Ignoring ST000090
Processing  ST002215
No raw data detected. Ignoring ST002215
Processing  ST000189
No raw data detected. Ignoring ST000189
Processing  ST001858
Initiating REDU-table generation for AN003011
Rest length is 68
raw file key found.
Initiating REDU-table generation for AN003012
Rest length is 68
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
QC_06_NEG.mzXML
QC_06_POS.mzXML
QC_07_NEG.mzXML
QC_07_POS.mzXML
QC_08_NEG.mzXML
QC_08_POS.mzXML
QC_09_NEG.mzXML
QC_09_POS.mzXML
QC_10_NEG.mzXML
QC_10_POS.mzXML
QC_11_NEG.mzXML
QC_11_POS.mzXML
QC_12_NEG.mzXML
QC_12_POS.mzXML
QC_13_NEG.mzXML
QC_13_POS.mzXML
QC_14_NEG.mzXML
QC_14_POS.mzXML
QC_15_NEG.mzXML
QC_15_POS.mzXML
pBTZ1_NEG.mzXML
pBTZ1_POS.mzXML
pBTZ2_NEG.mzXML
pBTZ2_POS.mzXML
pBTZ3_NEG.mzXML
pBTZ3_POS.mzXML
pBTZ4_NEG.mzXML
pBTZ4_POS.mzXML
pBTZ5_NEG.mzXML
pBTZ5_POS.mzXML
pBTZ6_NEG.mzXML
pBTZ6_POS.mzXML
pCFZ1_NEG.mzXML
pCFZ1_POS.mzXML
pCFZ2_NEG.mzXML
pCFZ2_POS.mzXML
pCFZ3_NEG.mzXML
pCFZ3_POS.mzXML
pCFZ4_NEG.mzXML
pCFZ4_POS.mzXML
pCFZ5_NEG.mzXML
pCFZ5_POS.mzXML
pCFZ6_NEG.mzXML
pCFZ6_POS.mzXML
pCTRL1_NEG.mzXML
pCTRL1_POS.mzXML
pCTRL2_NEG.mzXML
pCTRL2_POS.mzXML
pCTRL3_NEG.mzXML
pCTRL3_POS.mzXML
pCTRL4_NEG.mzXML
pCTRL4_POS.mzXML
pCTRL5_NEG.mzXML
pCTRL5_POS.mzXML
pCTRL6_NEG.mzXML
pCTRL6_POS.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 56 rows!
Extracted information for 56 samples.
Processing  ST000247
No raw data detected. Ignoring ST000247
Processing  ST002107
Initiating REDU-table generation for AN003446
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN003447
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
3D7_glu_neg_1.raw
3D7_glu_neg_2.raw
3D7_glu_neg_3.raw
3D7_glu_pos_1.raw
3D7_glu_pos_2.raw
3D7_glu_pos_3.raw
M17_glu_neg_1.raw
M17_glu_neg_2.raw
M17_glu_neg_3.raw
M17_glu_pos_1.raw
M17_glu_pos_2.raw
M17_glu_pos_3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002377
No raw data detected. Ignoring ST002377
Processing  ST002659
Initiating REDU-table generation for AN004331
Rest length is 66
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
0000f_MoTrPAC_PASS1B_HP-PREFA01.raw
0000g_MoTrPAC_PASS1B_HP-PREFB01.raw
0000h_MoTrPAC_PASS1B_HP-Sed01-ADR.raw
0000i_MoTrPAC_PASS1B_HP-Sed02-ADR.raw
0000j_MoTrPAC_PASS1B_HP-IPE01-ADR.raw
0000k_MoTrPAC_PASS1B_HP-IPE02-ADR.raw
0001_MoTrPAC_PASS1B_HP-90217016003-ADR.raw
0002_MoTrPAC_PASS1B_HP-90218016003-ADR.raw
0003_MoTrPAC_PASS1B_HP-90222016003-ADR.raw
0004_MoTrPAC_PASS1B_HP-90223016003-ADR.raw
0005_MoTrPAC_PASS1B_HP-90225016003-ADR.raw
0006_MoTrPAC_PASS1B_HP-90227016003-ADR.raw
0007_MoTrPAC_PASS1B_HP-90229016003-ADR.raw
0008_MoTrPAC_PASS1B_HP-90232016003-ADR.raw
0009_MoTrPAC_PASS1B_HP-90237016003-ADR.raw
0010_MoTrPAC_PASS1B_HP-90239016003-ADR.raw
0011_MoTrPAC_PASS1B_HP-90245016003-ADR.raw
0012_MoTrPAC_PASS1B_HP-90248016003-ADR.raw
0013_MoTrPAC_PASS1B_HP-90251016003-ADR.raw
0014_MoTrPAC_PASS1B_HP-90252016003-ADR.raw
0015_MoTrPAC_PASS1B_HP-90254016003-ADR.raw
0016_MoTrPAC_PASS1B_HP-90258016003-ADR.raw
0017_MoTrPAC_PASS1B_HP-90259016003-ADR.raw
0018_MoTrPAC_PASS1B_HP-90265016003-ADR.raw
0019_MoTrPAC_PASS1B_HP-90266016003-ADR.raw
0020_MoTrPAC_PASS1B_HP-90267016003-ADR.raw
0020a_MoTrPAC_PASS1B_HP-PREFA02.raw
0020b_MoTrPAC_PASS1B_HP-PREFB02.raw
0021_MoTrPAC_PASS1B_HP-90280016003-ADR.raw
0022_MoTrPAC_PASS1B_HP-90281016003-ADR.raw
0023_MoTrPAC_PASS1B_HP-90283016003-ADR.raw
0024_MoTrPAC_PASS1B_HP-90289016003-ADR.raw
0025_MoTrPAC_PASS1B_HP-90292016003-ADR.raw
0026_MoTrPAC_PASS1B_HP-90406016003-ADR.raw
0027_MoTrPAC_PASS1B_HP-90410016003-ADR.raw
0028_MoTrPAC_PASS1B_HP-90412016003-ADR.raw
0029_MoTrPAC_PASS1B_HP-90416016003-ADR.raw
0030_MoTrPAC_PASS1B_HP-90420016003-ADR.raw
0031_MoTrPAC_PASS1B_HP-90421016003-ADR.raw
0032_MoTrPAC_PASS1B_HP-90422016003-ADR.raw
0033_MoTrPAC_PASS1B_HP-90423016003-ADR.raw
0034_MoTrPAC_PASS1B_HP-90426016003-ADR.raw
0035_MoTrPAC_PASS1B_HP-90430016003-ADR.raw
0036_MoTrPAC_PASS1B_HP-90439016003-ADR.raw
0037_MoTrPAC_PASS1B_HP-90441016003-ADR.raw
0038_MoTrPAC_PASS1B_HP-90444016003-ADR.raw
0039_MoTrPAC_PASS1B_HP-90449016003-ADR.raw
0040_MoTrPAC_PASS1B_HP-90450016003-ADR.raw
0040a_MoTrPAC_PASS1B_HP-PREFA03.raw
0040b_MoTrPAC_PASS1B_HP-PREFB03.raw
0041_MoTrPAC_PASS1B_HP-90559016003-ADR.raw
0042_MoTrPAC_PASS1B_HP-90560016003-ADR.raw
0043_MoTrPAC_PASS1B_HP-90564016003-ADR.raw
0044_MoTrPAC_PASS1B_HP-90567016003-ADR.raw
0045_MoTrPAC_PASS1B_HP-90571016003-ADR.raw
0046_MoTrPAC_PASS1B_HP-90576016003-ADR.raw
0047_MoTrPAC_PASS1B_HP-90578016003-ADR.raw
0048_MoTrPAC_PASS1B_HP-90581016003-ADR.raw
0049_MoTrPAC_PASS1B_HP-90585016003-ADR.raw
0050_MoTrPAC_PASS1B_HP-90587016003-ADR.raw
0050a_MoTrPAC_PASS1B_HP-Sed03-ADR.raw
0050b_MoTrPAC_PASS1B_HP-Sed04-ADR.raw
0050c_MoTrPAC_PASS1B_HP-IPE03-ADR.raw
0050d_MoTrPAC_PASS1B_HP-IPE04-ADR.raw
0050e_MoTrPAC_PASS1B_HP-PREFA04.raw
0050f_MoTrPAC_PASS1B_HP-PREFB04.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 66 rows!
Extracted information for 66 samples.
Processing  ST001286
No raw data detected. Ignoring ST001286
Processing  ST000880
Initiating REDU-table generation for AN001433
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/56 [00:00<00:00, 135.08it/s]

Mapping potential matches:  50%|█████     | 28/56 [00:00<00:00, 134.71it/s]

Mapping potential matches:  75%|███████▌  | 42/56 [00:00<00:00, 135.32it/s]

Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 135.65it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 135.39it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001434
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/56 [00:00<00:00, 134.48it/s]

Mapping potential matches:  50%|█████     | 28/56 [00:00<00:00, 134.29it/s]

Mapping potential matches:  75%|███████▌  | 42/56 [00:00<00:00, 134.09it/s]

Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 134.46it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 134.33it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001435
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/56 [00:00<00:00, 134.03it/s]

Mapping potential matches:  50%|█████     | 28/56 [00:00<00:00, 134.78it/s]

Mapping potential matches:  75%|███████▌  | 42/56 [00:00<00:00, 134.85it/s]

Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 135.24it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 134.98it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001436
Rest length is 47
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/56 [00:00<?, ?it/s]

Mapping potential matches:  25%|██▌       | 14/56 [00:00<00:00, 134.27it/s]

Mapping potential matches:  50%|█████     | 28/56 [00:00<00:00, 135.04it/s]

Mapping potential matches:  75%|███████▌  | 42/56 [00:00<00:00, 135.74it/s]

Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 133.88it/s]
Mapping potential matches: 100%|██████████| 56/56 [00:00<00:00, 134.29it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3061/3150 [4:20:02<04:29,  3.02s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3062/3150 [4:20:05<04:29,  3.07s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
cecal
Fujisaka_2017_cecal
HILIC-pos
0001_KAH_HFDC_HIL-FHD_vancomycin_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0002_KAH_HFDC_HIL-FHD_vancomycin_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0003_KAH_HFDC_HIL-FHD_vancomycin_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0004_KAH_HFDC_HIL-FHD_placebo_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0006_KAH_HFDC_HIL-FHD_placebo_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0008_KAH_HFDC_HIL-FHD_metronidazole_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0009_KAH_HFDC_HIL-FHD_vancomycin_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0011_KAH_HFDC_HIL-FHD_metronidazole_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0012_KAH_HFDC_HIL-FHD_placebo_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0013_KAH_HFDC_HIL-FHD_metronidazole_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0014_KAH_HFDC_HIL-FHD_metronidazole_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0015_KAH_HFDC_HIL-FHD_vancomycin_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0017_KAH_HFDC_HIL-FHD_metronidazole_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0018_KAH_HFDC_HIL-FHD_placebo_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0019_KAH_HFDC_HIL-FHD_placebo_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0020_KAH_HFDC_HIL-FHD_metronidazole_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0021_KAH_HFDC_HIL-FHD_metronidazole_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0022_KAH_HFDC_HIL-FHD_placebo_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0023_KAH_HFDC_HIL-FHD_vancomycin_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0024_KAH_HFDC_HIL-FHD_placebo_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0025_KAH_HFDC_HIL-FHD_vancomycin_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0026_KAH_HFDC_HIL-FHD_vancomycin_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0029_KAH_HFDC_HIL-FHD_placebo_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0030_KAH_HFDC_HIL-FHD_vancomycin_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0032_KAH_HFDC_HIL-FHD_placebo_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0033_KAH_HFDC_HIL-FHD_vancomycin_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0034_KAH_HFDC_HIL-FHD_metronidazole_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0035_KAH_HFDC_HIL-FHD_placebo_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0036_KAH_HFDC_HIL-FHD_placebo_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0037_KAH_HFDC_HIL-FHD_metronidazole_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0041_KAH_HFDC_HIL-FHD_metronidazole_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0043_KAH_HFDC_HIL-FHD_placebo_B6Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0044_KAH_HFDC_HIL-FHD_vancomycin_129Jax.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0045_KAH_HFDC_HIL-FHD_metronidazole_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0046_KAH_HFDC_HIL-FHD_metronidazole_129Tac.raw
cecal
Fujisaka_2017_cecal
HILIC-pos
0047_KAH_HFDC_HIL-FHD_vancomycin_129Tac.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST002997
Initiating REDU-table generation for AN004922
Rest length is 25
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004923
Rest length is 25
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
3601DataTrackID4487
M1.raw
3601DataTrackID4487
M2.raw
3601DataTrackID4487
M3.raw
3601DataTrackID4487
M4.raw
3601DataTrackID4487
M5.raw
3601DataTrackID4487
M6.raw
3601DataTrackID4487
M7.raw
3601DataTrackID4487
M8.raw
3601DataTrackID4487
M9.raw
3601DataTrackID4487
S1.raw
3601DataTrackID4487
S2.raw
3601DataTrackID4487
S3.raw
3601DataTrackID4487
S4.raw
3601DataTrackID4487
S5.raw
3601DataTrackID4487
S6.raw
3601DataTrackID4487
S7.raw
3601DataTrackID4487
S8.raw
3601DataTrackID4487
SZ1.raw
3601DataTrackID4487
SZ2.raw
3601DataTrackID4487
SZ3.raw
3601DataTrackID4487
SZ4.raw
3601DataTrackID4487
SZ5.raw
3601DataTrackID4487
SZ6.raw
3601DataTrackID4487
SZ7.raw
3601DataTrackID4487
SZ8.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 25 rows!
Extracted information for 25 samples.
Processing  ST003124
Initiating REDU-table generation for AN005119
Rest length is 620
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005120
Rest length is 620
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005121
Rest length is 620
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN005122
Rest length is 620
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
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20210216_Metabolites_neg_Control_normal_184.mzXML
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20210216_Metabolites_neg_Control_normal_195.mzXML
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20210216_Metabolites_neg_Control_normal_198.mzXML
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20210216_Metabolites_neg_Control_normal_202.mzXML
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20210216_Metabolites_neg_Control_normal_203.mzXML
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20210216_Metabolites_neg_Control_normal_229.mzXML
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20210216_Metabolites_neg_Control_normal_239.mzXML
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20210216_Metabolites_neg_Control_normal_247.mzXML
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20210216_Metabolites_neg_Control_normal_249.mzXML
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20210216_Metabolites_neg_Control_normal_297.mzXML
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20210216_Metabolites_neg_Control_normal_299.mzXML
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20210216_Metabolites_neg_Control_normal_301.mzXML
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20210216_Metabolites_neg_Control_normal_302.mzXML
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20210216_Metabolites_neg_Control_normal_340.mzXML
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20210216_Metabolites_neg_Control_normal_447.mzXML
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20210216_Metabolites_neg_Control_normal_450.mzXML
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20210216_Metabolites_neg_Control_normal_451.mzXML
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20210216_Metabolites_neg_Control_normal_452.mzXML
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20210216_Metabolites_neg_Control_normal_462.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_002.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_021.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_051.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_108.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_143.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_174.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_189.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_193.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_204.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_236.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_284.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_327.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_350.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_448.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_461.mzXML
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20210216_Metabolites_neg_HRD_BCD_CYP4V2_468.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_005.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_007.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_008.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_012.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_030.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_120.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_121.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_133.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_144.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_168.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_220.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_273.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_285.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_319.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_371.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_375.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_400.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_416.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_424.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_442.mzXML
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20210216_Metabolites_neg_HRD_CD_CRD_457.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_069.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_079.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_080.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_132.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_183.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_221.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_222.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_300.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_310.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_332.mzXML
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20210216_Metabolites_neg_HRD_RP_ABCA4_406.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_013.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_022.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_036.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_047.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_048.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_109.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_113.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_125.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_138.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_206.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_214.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_264.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_265.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_267.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_280.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_303.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_353.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_357.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_370.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_383.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_384.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_397.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_398.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_407.mzXML
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20210216_Metabolites_neg_HRD_RP_EYS_445.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_072.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_073.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_117.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_207.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_217.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_218.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_283.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_379.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_394.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_446.mzXML
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20210216_Metabolites_neg_HRD_RP_PRPF31_453.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_015.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_031.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_034.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_054.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_055.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_062.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_070.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_102.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_104.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_110.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_163.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_172.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_272.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_293.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_322.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_333.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_382.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_405.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_429.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_430.mzXML
All_mzXML_File/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3063/3150 [4:20:14<06:00,  4.14s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3064/3150 [4:20:15<05:12,  3.64s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3065/3150 [4:20:17<04:32,  3.21s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3067/3150 [4:20:19<03:10,  2.29s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 97%|█████████▋| 3070/3150 [4:20:23<02:18,  1.73s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3073/3150 [4:20:25<01:48,  1.41s/it]
20210216_Metabolites_neg_HRD_RP_USH2A_434.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_455.mzXML
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20210216_Metabolites_neg_HRD_RP_USH2A_456.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_019.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_026.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_041.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_044.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_083.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_253.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_268.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_286.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_287.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_321.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_356.mzXML
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20210216_Metabolites_neg_HRD_STGD_ABCA4_390.mzXML
All_mzXML_File
20210216_Metabolites_neg_HRD_STGD_ABCA4_391.mzXML
All_mzXML_File
20210216_Metabolites_neg_HRD_STGD_ABCA4_392.mzXML
All_mzXML_File
20210216_Metabolites_neg_HRD_STGD_ABCA4_401.mzXML
All_mzXML_File
20210216_Metabolites_neg_HRD_STGD_ABCA4_435.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 620 rows!
Extracted information for 620 samples.
Processing  ST002748
Initiating REDU-table generation for AN004458
Rest length is 7
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
20220524_Raw
407 660.wiff
20220524_Raw
407 661.wiff
20220524_Raw
407 662.wiff
20220524_Raw
407 663.wiff
20220524_Raw
407 667.wiff
20220524_Raw
407 668.wiff
20220524_Raw
407 669.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 7 rows!
Extracted information for 7 samples.
Processing  ST003107
Initiating REDU-table generation for AN005086
Rest length is 6
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
SUB13746 raw data
SUB13746p4_SPL02.raw
SUB13746 raw data
SUB13746p4_SPL03.raw
SUB13746 raw data
SUB13746p4_SPL04.raw
SUB13746 raw data
SUB13746p4_SPL06.raw
SUB13746 raw data
SUB13746p4_SPL07.raw
SUB13746 raw data
SUB13746p4_SPL08.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST000174
No raw data detected. Ignoring ST000174
Processing  ST003613
Initiating REDU-table generation for AN005938
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
KO_1.mzML
KO_2.mzML
KO_3.mzML
KO_4.mzML
OE_1.mzML
OE_2.mzML
OE_3.mzML
OE_4.mzML
WT_1.mzML
WT_2.mzML
WT_3.mzML
WT_4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000335
No raw data detected. Ignoring ST000335
Processing  ST003147
No raw data detected. Ignoring ST003147
Processing  ST001846
Initiating REDU-table generation for AN002989
Rest length is 68
raw file key found.
Initiating REDU-table generation for AN002990
Rest length is 68
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
MassSpectrometer:
  Xevo G2 XS Tof|MS:1002729: Xevo G2-XS Tof|MS:1002729
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
QC_06_NEG.mzXML
QC_06_POS.mzXML
QC_07_NEG.mzXML
QC_07_POS.mzXML
QC_08_NEG.mzXML
QC_08_POS.mzXML
QC_09_NEG.mzXML
QC_09_POS.mzXML
QC_10_NEG.mzXML
QC_10_POS.mzXML
QC_11_NEG.mzXML
QC_11_POS.mzXML
QC_12_NEG.mzXML
QC_12_POS.mzXML
QC_13_NEG.mzXML
QC_13_POS.mzXML
QC_14_NEG.mzXML
QC_14_POS.mzXML
QC_15_NEG.mzXML
QC_15_POS.mzXML
tBTZ1_NEG.mzXML
tBTZ1_POS.mzXML
tBTZ2_NEG.mzXML
tBTZ2_POS.mzXML
tBTZ3_POS.mzXML
tBTZ4_NEG.mzXML
tBTZ4_POS.mzXML
tBTZ5_NEG.mzXML
tBTZ5_POS.mzXML
tBTZ6_NEG.mzXML
tBTZ6_POS.mzXML
tCFZ1_NEG.mzXML
tCFZ1_POS.mzXML
tCFZ2_NEG.mzXML
tCFZ2_POS.mzXML
tCFZ3_NEG.mzXML
tCFZ3_POS.mzXML
tCFZ4_NEG.mzXML
tCFZ4_POS.mzXML
tCFZ5_NEG.mzXML
tCFZ5_POS.mzXML
tCFZ6_NEG.mzXML
tCFZ6_POS.mzXML
tCTRL1_NEG.mzXML
tCTRL1_POS.mzXML
tCTRL2_NEG.mzXML
tCTRL2_POS.mzXML
tCTRL3_NEG.mzXML
tCTRL3_POS.mzXML
tCTRL4_NEG.mzXML
tCTRL4_POS.mzXML
tCTRL5_NEG.mzXML
tCTRL5_POS.mzXML
tCTRL6_NEG.mzXML
tCTRL6_POS.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 55 rows!
Extracted information for 55 samples.
Processing  ST003092
No raw data detected. Ignoring ST003092
Processing  ST000514
No raw data detected. Ignoring ST000514
Processing  ST002378
Initiating REDU-table generation for AN003875
Rest length is 32
raw file key found.
Initiating REDU-table generation for AN003876
Rest length is 32
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
IonParing raw data
GSDMD-ATP-1.mzML
IonParing raw data
GSDMD-ATP-2.mzML
IonParing raw data
GSDMD-ATP-3.mzML
IonParing raw data
GSDMD-ATP-4.mzML
IonParing raw data
GSDMD-JX-1.mzML
IonParing raw data
GSDMD-JX-2.mzML
IonParing raw data
GSDMD-JX-3.mzML
IonParing raw data
GSDMD-JX-4.mzML
IonParing raw data
GSDMD-LPS-1.mzML
IonParing raw data
GSDMD-LPS-2.mzML
IonParing raw data
GSDMD-LPS-3.mzML
IonParing raw data
GSDMD-LPS-4.mzML
IonParing raw data
GSDMD-control-1.mzML
IonParing raw data
GSDMD-control-2.mzML
IonParing raw data
GSDMD-control-3.mzML
IonParing raw data
GSDMD-control-4.mzML
IonParing raw data
WT-ATP-1.mzML
IonParing raw data
WT-ATP-2.mzML
IonParing raw data
WT-ATP-3.mzML
IonParing raw data
WT-ATP-4.mzML
IonParing raw data
WT-JX-1.mzML
IonParing raw data
WT-JX-2.mzML
IonParing raw data
WT-JX-3.mzML
IonParing raw data
WT-JX-4.mzML
IonParing raw data
WT-LPS-1.mzML
IonParing raw data
WT-LPS-2.mzML
IonParing raw data
WT-LPS-3.mzML
IonParing raw data
WT-LPS-4.mzML
IonParing raw data
WT-control-1.mzML
IonParing raw data
WT-control-2.mzML
IonParing raw data
WT-control-3.mzML
IonParing raw data
WT-control-4.mzML
PFPP raw data
GSDMD-ATP-1.mzML
PFPP raw data
GSDMD-ATP-2.mzML
PFPP raw data
GSDMD-ATP-3.mzML
PFPP raw data
GSDMD-ATP-4.mzML
PFPP raw data
GSDMD-JX-1.mzML
PFPP raw data
GSDMD-JX-2.mzML
PFPP raw data
GSDMD-JX-3.mzML
PFPP raw data
GSDMD-JX-4.mzML
PFPP raw data
GSDMD-LPS-1.mzML
PFPP raw data
GSDMD-LPS-2.mzML
PFPP raw data
GSDMD-LPS-3.mzML
PFPP raw data
GSDMD-LPS-4.mzML
PFPP raw data
GSDMD-control-1.mzML
PFPP raw data
GSDMD-control-2.mzML
PFPP raw data
GSDMD-control-3.mzML
PFPP raw data
GSDMD-control-4.mzML
PFPP raw data
WT-ATP-1.mzML
PFPP raw data
WT-ATP-2.mzML
PFPP raw data
WT-ATP-3.mzML
PFPP raw data
WT-ATP-4.mzML
PFPP raw data
WT-JX-1.mzML
PFPP raw data
WT-JX-2.mzML
PFPP raw data
WT-JX-3.mzML
PFPP raw data
WT-JX-4.mzML
PFPP raw data
WT-LPS-1.mzML
PFPP raw data
WT-LPS-2.mzML
PFPP raw data
WT-LPS-3.mzML
PFPP raw data
WT-LPS-4.mzML
PFPP raw data
WT-control-1.mzML
PFPP raw data
WT-control-2.mzML
PFPP raw data
WT-control-3.mzML
PFPP raw data
WT-control-4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST002857
Initiating REDU-table generation for AN004679
Rest length is 62
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004680
Rest length is 62
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004681
Rest length is 62
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004682
Rest length is 62
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004683
Rest length is 62
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-001-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-003-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-005-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-007-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-011-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-014-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-015-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-018-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-021-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-025-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-027-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-028-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-031-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-032-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-035-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-037-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-039-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-042-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-043-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-046-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-050-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-051-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-057-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-058-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-063-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-070-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-071-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-072-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-073-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-076-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-080-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-081-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-083-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-085-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-087-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-093-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-094-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-099-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-100-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-102-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-103-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-105-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-106-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-109-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-111-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-114-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-116-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-117-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-123-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-124-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-125-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-127-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-130-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-131-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-133-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-134-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-136-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-139-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-142-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-145-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-146-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Neg
DS1-123-148-neg_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-001+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-003+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-005+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-007+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-011+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-014+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-015+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-018+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-021+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-025+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-027+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-028+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-031+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-032+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-035+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-037+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-039+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-042+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-043+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-046+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-050+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-051+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-057+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-058+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-063+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-070+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-071+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-072+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-073+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-076+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-080+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-081+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-083+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-085+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-087+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-093+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-094+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-099+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-100+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-102+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-103+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-105+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-106+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-109+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-111+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-114+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-116+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-117+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-123+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-124+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-125+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-127+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-130+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-131+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-133+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-134+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-136+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-139+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-142+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-145+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-146+pos_metabolomicsCSF.mzXML
DS1-123_21Aug2023_Pluchino Perruzzotti CSF Metabolomics Pos
DS1-123-148+pos_metabolomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-001-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-003-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-005-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-007-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-011-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-014-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-015-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-018-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-021-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-025-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-027-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-028-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-031-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-032-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-035-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-037-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-039-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-042-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-043-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-046-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-050-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-051-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-057-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-058-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-063-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-070-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-071-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-072-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-073-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-076-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-080-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-081-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-083-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-085-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-087-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-093-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-094-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-099-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-100-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-102-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-103-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-105-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-106-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-109-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-111-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-114-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-116-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-117-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-123-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-124-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-125-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-127-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-130-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-131-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-133-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-134-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-136-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-139-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-142-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-145-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-146-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Neg
DS1-123-148-neg_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-001-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-003-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-005-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-007-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-011-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-014-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-015-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-018-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-021-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-025-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-027-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-028-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-031-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-032-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-035-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-037-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-039-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-042-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-043-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-046-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-050-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-051-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-057-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-058-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-063-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-070-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-071-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-072-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-073-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-076-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-080-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-081-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-083-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-085-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-087-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-093-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-094-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-099-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-100-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-102-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-103-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-105-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-106-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-109-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-111-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-114-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-116-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-117-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-123-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-124-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-125-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-127-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-130-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-131-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-133-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-134-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-136-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-139-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-142-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-145-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-146-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Oxylipin
DS1-123-148-neg_oxylipinsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-001+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-003+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3074/3150 [4:20:32<02:52,  2.27s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3075/3150 [4:20:35<02:57,  2.37s/it]
DS1-123-005+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-007+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-011+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-014+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-015+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-018+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-021+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-025+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-027+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-028+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-031+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-032+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-035+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-037+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-039+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-042+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-043+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-046+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-050+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-051+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-057+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-058+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-063+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-070+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-071+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-072+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-073+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-076+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-080+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-081+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-083+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-085+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-087+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-093+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-094+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-099+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-100+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-102+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-103+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-105+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-106+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-109+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-111+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-114+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-116+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-117+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-123+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-124+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-125+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-127+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-130+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-131+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-133+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-134+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-136+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-139+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-142+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-145+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-146+pos_lipidomicsCSF.mzXML
DS1-123_28Aug2023_Pluchino Perruzzotti CSF Lipidomics Pos
DS1-123-148+pos_lipidomicsCSF.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 310 rows!
Extracted information for 310 samples.
Processing  ST001119
Initiating REDU-table generation for AN001830
Rest length is 61
no raw file key found.
raw file key found.
Initiating REDU-table generation for AN001831
Rest length is 61
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
TIFdata
1233 KP 3 TIF.raw
TIFdata
1233 KP 4 TIF.raw
TIFdata
1233 KP 5 TIF.raw
TIFdata
1233 KP 6 TIF.raw
TIFdata
1233 KPK 1 TIF.raw
TIFdata
1233 KPK 5 TIF.raw
TIFdata
1233 KPK 6 TIF.raw
TIFdata
1234 KP 1 TIF.raw
TIFdata
1234 KP 2 TIF.raw
TIFdata
1234 KP 3 TIF.raw
TIFdata
1234 KP 4 TIF.raw
TIFdata
1234 KP 5 TIF.raw
TIFdata
1234 KP 6 TIF.raw
TIFdata
1234 KPK 1 TIF.raw
TIFdata
1234 KPK 3 TIF.raw
TIFdata
1234 KPK 4 TIF.raw
TIFdata
1234 KPK 5 TIF.raw
TIFdata
1234 KPK 6 TIF.raw
TIFdata
1339 TIF repeat.raw
TIFdata
1339 TIF.raw
TIFdata
142 TIF repeat.raw
TIFdata
142 TIF.raw
TIFdata
142_Plasma.raw
TIFdata
172 TIF repeat.raw
TIFdata
172 TIF.raw
TIFdata
172_Plasma.raw
TIFdata
268 TIF repeat.raw
TIFdata
268 TIF.raw
TIFdata
268_Plasma.raw
TIFdata
3731_Plasma.raw
TIFdata
4198_Plasma.raw
TIFdata
4300_Plasma.raw
TIFdata
5197 TIF repeat.raw
TIFdata
5197 TIF.raw
TIFdata
5197_Plasma.raw
TIFdata
58 TIF.raw
TIFdata
58_Plasma.raw
TIFdata
922 TIF.raw
TIFdata
922_Plasma.raw
TIFdata
A0_Plasma.raw
TIFdata
A1_Plasma.raw
TIFdata
AL1 TIF repeat.raw
TIFdata
AL1 TIF.raw
TIFdata
AL1_Plasma.raw
TIFdata
B0_Plasma.raw
TIFdata
B1_Plasma.raw
TIFdata
B2_Plasma.raw
TIFdata
TBt0 plasma 705.raw
TIFdata
TBt0 plasma 707.raw
TIFdata
TBt0 plasma 708.raw
TIFdata
TBt0 plasma 710.raw
TIFdata
TBt0 plasma 711.raw
TIFdata
TBt0 plasma 712.raw
TIFdata
X1 TIF.raw
TIFdata
X2 TIF.raw
TIFdata
X2_Plasma.raw
TIFdata
X3 TIF.raw
TIFdata
X3_Plasma.raw
TIFdata
X4 TIF.raw
TIFdata
X4_Plasma.raw
TIFdata
X5 TIF.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 61 rows!
Extracted information for 61 samples.
Processing  ST000168
No raw data detected. Ignoring ST000168
Processing  ST001679
Initiating REDU-table generation for AN002737
Rest length is 6
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
TCell_SMs_UGCG_KD_RawData_Upload
KD-D1.mzML
TCell_SMs_UGCG_KD_RawData_Upload
KD-D2.mzML
TCell_SMs_UGCG_KD_RawData_Upload
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3077/3150 [4:20:37<02:18,  1.89s/it]KD-D3.mzML
TCell_SMs_UGCG_KD_RawData_Upload
SCr-D1.mzML
TCell_SMs_UGCG_KD_RawData_Upload
SCr-D2.mzML
TCell_SMs_UGCG_KD_RawData_Upload
SCr-D3.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 6 rows!
Extracted information for 6 samples.
Processing  ST002622
Initiating REDU-table generation for AN004294
Rest length is 44
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/44 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 44/44 [00:00<00:00, 549.68it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3078/3150 [4:20:40<02:25,  2.03s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3079/3150 [4:20:42<02:24,  2.03s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
12feb21_25.RAW
12feb21_26.RAW
12feb21_27.RAW
12feb21_28.RAW
12feb21_29.RAW
12feb21_30.RAW
12feb21_31.RAW
12feb21_32.RAW
12feb21_33.RAW
12feb21_34.RAW
12feb21_35.RAW
12feb21_37.RAW
12feb21_38.RAW
12feb21_39.RAW
12feb21_40.RAW
12feb21_41.RAW
12feb21_42.RAW
12feb21_43.RAW
12feb21_44.RAW
12feb21_45.RAW
12feb21_46.RAW
12feb21_47.RAW
15feb21_25.RAW
15feb21_26.RAW
15feb21_27.RAW
15feb21_28.RAW
15feb21_29.RAW
15feb21_30.RAW
15feb21_31.RAW
15feb21_32.RAW
15feb21_33.RAW
15feb21_34.RAW
15feb21_35.RAW
15feb21_37.RAW
15feb21_38.RAW
15feb21_39.RAW
15feb21_40.RAW
15feb21_41.RAW
15feb21_42.RAW
15feb21_43.RAW
15feb21_44.RAW
15feb21_45.RAW
15feb21_46.RAW
15feb21_47.RAW
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 44 rows!
Extracted information for 44 samples.
Processing  ST003193
Initiating REDU-table generation for AN005241
Rest length is 26
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
AF470MLN_1.mzML
AF470MLN_2.mzML
AF470MLN_3.mzML
AF470NML_2.mzML
AF470PT_1.mzML
AF470PT_2.mzML
AF518MLN_2.mzML
AF518MLN_3.mzML
AF518MLN_5.mzML
AF518Primary_3.mzML
AF518Primary_4.mzML
AF61428.mzML
AF61431.mzML
AF61435.mzML
AF61436.mzML
AF61437.mzML
AF61438.mzML
AF61440.mzML
AF743FLCtumor_2.mzML
AF743FLCtumor_3.mzML
AF743FLCtumor_5.mzML
AF743FLCtumor_7.mzML
AF743NonMalignantLiver_6.mzML
AF743NonMalignantLiver_8.mzML
AF743NonMalignantLiver_9.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 25 rows!
Extracted information for 25 samples.
Processing  ST000977
Initiating REDU-table generation for AN001598
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 438.02it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001599
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 613.82it/s]

analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001600
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..

Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 607.83it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN001601
Rest length is 40
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/40 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 40/40 [00:00<00:00, 604.75it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3080/3150 [4:20:46<03:03,  2.61s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3082/3150 [4:20:50<02:38,  2.32s/it]
 98%|█████████▊| 3083/3150 [4:20:50<02:04,  1.87s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3084/3150 [4:20:53<02:12,  2.00s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3086/3150 [4:20:55<01:43,  1.62s/it]
 98%|█████████▊| 3088/3150 [4:20:55<01:04,  1.04s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Medici
Raw Data
ThomasMedici110317-RB14 A04.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 A05.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 A06.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 A07.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 A08.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 A09.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 B04.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 B05.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 B07.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 B08.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 C04.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 C05.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 C06.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 C07.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 C08.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 D04.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 D05.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 D06.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 D07.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 D08.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 E04.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 E05.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 E06.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 E07.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 E08.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 F03.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 F04.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 F05.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 F06.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 F08.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 G03.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 G04.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 G05.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 G06.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 G08.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 H03.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 H05.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 H06.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 H07.mzXML
Medici
Raw Data
ThomasMedici110317-RB14 H08.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST002001
No raw data detected. Ignoring ST002001
Processing  ST001717
Initiating REDU-table generation for AN002797
Rest length is 32
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN002798
Rest length is 32
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Mito
Mito_001_po.mzml
Mito
Mito_002_po.mzml
Mito
Mito_003_po.mzml
Mito
Mito_004_po.mzml
Mito
Mito_005_po.mzml
Mito
Mito_006_po.mzml
Mito
Mito_007_po.mzml
Mito
Mito_008_po.mzml
Mito
Mito_009_po.mzml
Mito
Mito_010_po.mzml
Mito
Mito_011_po.mzml
Mito
Mito_012_po.mzml
Mito
QC_mito_01_po.mzml
Mito
QC_mito_02_po.mzml
Mito
QC_mito_03_po.mzml
Mito
tQC_mito_03_po.mzml
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST001706
No raw data detected. Ignoring ST001706
Processing  ST002399
Initiating REDU-table generation for AN003906
Rest length is 48
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
Henry-Media-Data
AA-H_1-1000-2.mzML
Henry-Media-Data
AA-H_1-1000.mzML
Henry-Media-Data
ACM1_Medium-1.mzML
Henry-Media-Data
ACM2_Medium-1.mzML
Henry-Media-Data
ACM3_Medium-1.mzML
Henry-Media-Data
ACM4_Medium-1.mzML
Henry-Media-Data
ACM5_Medium-1.mzML
Henry-Media-Data
Blank1-1.mzML
Henry-Media-Data
Blank1-2.mzML
Henry-Media-Data
Blank1-3.mzML
Henry-Media-Data
Blank1-4.mzML
Henry-Media-Data
Blank2-1.mzML
Henry-Media-Data
Blank2-2.mzML
Henry-Media-Data
Blank2-3.mzML
Henry-Media-Data
Blank2-4.mzML
Henry-Media-Data
Blank3-1.mzML
Henry-Media-Data
Blank3-2.mzML
Henry-Media-Data
Blank3-3.mzML
Henry-Media-Data
Blank3-4.mzML
Henry-Media-Data
Blank4-1.mzML
Henry-Media-Data
Blank4-2.mzML
Henry-Media-Data
DMEM1_Medium-1.mzML
Henry-Media-Data
DMEM2_Medium-1.mzML
Henry-Media-Data
DMEM3_Medium-1.mzML
Henry-Media-Data
DMEM4_Medium-1.mzML
Henry-Media-Data
DMEM5_Medium-1.mzML
Henry-Media-Data
NIST-2.mzML
Henry-Media-Data
NIST.mzML
Henry-Media-Data
QC_Medium-1-1.mzML
Henry-Media-Data
QC_Medium-1-2.mzML
Henry-Media-Data
QC_Medium-1-3.mzML
Henry-Media-Data
QC_Medium_ddMS2-1-4.mzML
Henry-Media-Data
QC_Medium_ddMS2-1-5.mzML
Henry-Media-Data
QC_Medium_full-MS-1-6.mzML
Henry-Media-Data
QC_Medium_full-MS-2-1.mzML
Henry-Media-Data
SCM1_Medium-1.mzML
Henry-Media-Data
SCM2_Medium-1.mzML
Henry-Media-Data
SCM3_Medium-1.mzML
Henry-Media-Data
SCM4_Medium-1.mzML
Henry-Media-Data
SCM5_Medium-1.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST001427
No raw data detected. Ignoring ST001427
Processing  ST002237
Initiating REDU-table generation for AN003650
Rest length is 40
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Depdc5_metabolomics
Nav-Ram-20200224-10.raw
Depdc5_metabolomics
Nav-Ram-20200224-11.raw
Depdc5_metabolomics
Nav-Ram-20200224-12.raw
Depdc5_metabolomics
Nav-Ram-20200224-13.raw
Depdc5_metabolomics
Nav-Ram-20200224-14.raw
Depdc5_metabolomics
Nav-Ram-20200224-15.raw
Depdc5_metabolomics
Nav-Ram-20200224-16.raw
Depdc5_metabolomics
Nav-Ram-20200224-17.raw
Depdc5_metabolomics
Nav-Ram-20200224-18.raw
Depdc5_metabolomics
Nav-Ram-20200224-19.raw
Depdc5_metabolomics
Nav-Ram-20200224-20.raw
Depdc5_metabolomics
Nav-Ram-20200224-21.raw
Depdc5_metabolomics
Nav-Ram-20200224-22.raw
Depdc5_metabolomics
Nav-Ram-20200224-23.raw
Depdc5_metabolomics
Nav-Ram-20200224-24.raw
Depdc5_metabolomics
Nav-Ram-20200224-25.raw
Depdc5_metabolomics
Nav-Ram-20200224-26.raw
Depdc5_metabolomics
Nav-Ram-20200224-27.raw
Depdc5_metabolomics
Nav-Ram-20200224-28.raw
Depdc5_metabolomics
Nav-Ram-20200224-29.raw
Depdc5_metabolomics
Nav-Ram-20200224-30.raw
Depdc5_metabolomics
Nav-Ram-20200224-31.raw
Depdc5_metabolomics
Nav-Ram-20200224-32.raw
Depdc5_metabolomics
Nav-Ram-20200224-33.raw
Depdc5_metabolomics
Nav-Ram-20200224-34.raw
Depdc5_metabolomics
Nav-Ram-20200224-35.raw
Depdc5_metabolomics
Nav-Ram-20200224-36.raw
Depdc5_metabolomics
Nav-Ram-20200224-37.raw
Depdc5_metabolomics
Nav-Ram-20200224-38.raw
Depdc5_metabolomics
Nav-Ram-20200224-39.raw
Depdc5_metabolomics
Nav-Ram-20200224-40.raw
Depdc5_metabolomics
Nav-Ram-20200224-44.raw
Depdc5_metabolomics
Nav-Ram-20200224-45.raw
Depdc5_metabolomics
Nav-Ram-20200224-46.raw
Depdc5_metabolomics
Nav-Ram-20200224-65.raw
Depdc5_metabolomics
Nav-Ram-20200224-66.raw
Depdc5_metabolomics
Nav-Ram-20200224-77.raw
Depdc5_metabolomics
Nav-Ram-20200224-78.raw
Depdc5_metabolomics
Nav-Ram-20200224-79.raw
Depdc5_metabolomics
Nav-Ram-20200224-80.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 40 rows!
Extracted information for 40 samples.
Processing  ST003539
No raw data detected. Ignoring ST003539
Processing  ST000196
No raw data detected. Ignoring ST000196
Processing  ST001652
Initiating REDU-table generation for AN002699
Rest length is 17
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MyData
10_D6_CT1.mzXML
MyData
11_D6_DT1.mzXML
MyData
12_D6_AT1.mzXML
MyData
16_D6_AT2.mzXML
MyData
17_D6_DT2.mzXML
MyData
18_D6_CT2.mzXML
MyData
19_A6_AT2.mzXML
MyData
20_A6_DT2.mzXML
MyData
21_A6_CT2.mzXML
MyData
25_D6_AT3.mzXML
MyData/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3089/3150 [4:20:57<01:17,  1.27s/it]
26_A6_DT3.mzXML
MyData
28_A6_AT3.mzXML
MyData
29_D6_CT3.mzXML
MyData
31_A6_CT3.mzXML
MyData
7_A6_CT1.mzXML
MyData
8_A6_DT1.mzXML
MyData
9_A6_AT1.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 17 rows!
Extracted information for 17 samples.
Processing  ST002650
Initiating REDU-table generation for AN004322
Rest length is 90
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/90 [00:00<?, ?it/s]

Mapping potential matches:  41%|████      | 37/90 [00:00<00:00, 365.96it/s]

Mapping potential matches:  82%|████████▏ | 74/90 [00:00<00:00, 367.49it/s]
Mapping potential matches: 100%|██████████| 90/90 [00:00<00:00, 366.12it/s]

 98%|█████████▊| 3090/3150 [4:20:58<01:09,  1.15s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3091/3150 [4:21:00<01:18,  1.33s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002623
Initiating REDU-table generation for AN004295
Rest length is 79
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MoTrPAC_Wadipose_pass1b_pos_V1-20200828.wiff
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 1 rows!
Extracted information for 1 samples.
Processing  ST003372
No raw data detected. Ignoring ST003372
Processing  ST002485
Initiating REDU-table generation for AN004056
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 984.96it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN004057
Rest length is 12
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/12 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 12/12 [00:00<00:00, 958.75it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3093/3150 [4:21:02<01:13,  1.30s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3094/3150 [4:21:05<01:32,  1.66s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3095/3150 [4:21:08<01:47,  1.95s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 98%|█████████▊| 3097/3150 [4:21:10<01:21,  1.55s/it]
 98%|█████████▊| 3101/3150 [4:21:10<00:35,  1.38it/s]
 99%|█████████▊| 3105/3150 [4:21:10<00:18,  2.37it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▊| 3107/3150 [4:21:12<00:26,  1.64it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
BW53 raw files
positive
BW53-01_r19+.raw
BW53 raw files
positive
BW53-02_r3+.raw
BW53 raw files
positive
BW53-03_r22+.raw
BW53 raw files
positive
BW53-04_r26+.raw
BW53 raw files
positive
BW53-05_r16+.raw
BW53 raw files
positive
BW53-06_r15+.raw
BW53 raw files
positive
BW53-07_r20+.raw
BW53 raw files
positive
BW53-08_r10+.raw
BW53 raw files
positive
BW53-09_r12+.raw
BW53 raw files
positive
BW53-10_r27+.raw
BW53 raw files
positive
BW53-11_r17+.raw
BW53 raw files
positive
BW53-12_r8+.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST002999
Initiating REDU-table generation for AN004926
Rest length is 56
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
raw_files
Blank_1.mzML
raw_files
EV_CB839_Gln_1.mzML
raw_files
EV_CB839_Gln_2.mzML
raw_files
EV_CB839_Gln_3.mzML
raw_files
EV_DMSO_1h_1.mzML
raw_files
EV_DMSO_1h_2.mzML
raw_files
EV_DMSO_1h_3.mzML
raw_files
EV_DMSO_24h_1.mzML
raw_files
EV_DMSO_24h_2.mzML
raw_files
EV_DMSO_24h_3.mzML
raw_files
EV_DMSO_Gln_1.mzML
raw_files
EV_DMSO_Gln_2.mzML
raw_files
EV_DMSO_Gln_3.mzML
raw_files
EV_ROM_Gln_1.mzML
raw_files
EV_ROM_Gln_2.mzML
raw_files
EV_ROM_Gln_3.mzML
raw_files
EV_Rom_1h_1.mzML
raw_files
EV_Rom_1h_2.mzML
raw_files
EV_Rom_1h_3.mzML
raw_files
EV_Rom_24h_1.mzML
raw_files
EV_Rom_24h_2.mzML
raw_files
EV_Rom_24h_3.mzML
raw_files
NRF2_CB839_Gln_1.mzML
raw_files
NRF2_CB839_Gln_2.mzML
raw_files
NRF2_CB839_Gln_3.mzML
raw_files
NRF2_DMSO_1h_1.mzML
raw_files
NRF2_DMSO_1h_2.mzML
raw_files
NRF2_DMSO_1h_3.mzML
raw_files
NRF2_DMSO_24h_1.mzML
raw_files
NRF2_DMSO_24h_2.mzML
raw_files
NRF2_DMSO_24h_3.mzML
raw_files
NRF2_DMSO_Gln_1.mzML
raw_files
NRF2_DMSO_Gln_2.mzML
raw_files
NRF2_DMSO_Gln_3.mzML
raw_files
NRF2_ROM_Gln_1.mzML
raw_files
NRF2_ROM_Gln_2.mzML
raw_files
NRF2_ROM_Gln_3.mzML
raw_files
NRF2_Rom_1h_1.mzML
raw_files
NRF2_Rom_1h_2.mzML
raw_files
NRF2_Rom_1h_3.mzML
raw_files
NRF2_Rom_24h_1.mzML
raw_files
NRF2_Rom_24h_2.mzML
raw_files
NRF2_Rom_24h_3.mzML
raw_files
QC1.mzML
raw_files
QC2.mzML
raw_files
QC3.mzML
raw_files
QC4.mzML
raw_files
QC5.mzML
raw_files
QC_1.mzML
raw_files
QC_2.mzML
raw_files
QC_3.mzML
raw_files
QC_4.mzML
raw_files
blank1.mzML
raw_files
blank2.mzML
raw_files
blank3.mzML
raw_files
blank4.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 56 rows!
Extracted information for 56 samples.
Processing  ST001767
Initiating REDU-table generation for AN002874
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20201009_QEF1_Acc_liver_kidney_BP407.raw
20201009_QEF1_Acc_liver_kidney_BP408.raw
20201009_QEF1_Acc_liver_kidney_BP409.raw
20201009_QEF1_Acc_liver_kidney_BP410.raw
20201009_QEF1_Acc_liver_kidney_BP411.raw
20201009_QEF1_Acc_liver_kidney_BP412.raw
20201009_QEF1_Acc_liver_kidney_BP425_pool1x_a.raw
20201009_QEF1_Acc_liver_kidney_BP425_pool1x_b.raw
20201009_QEF1_Acc_liver_kidney_BP425_pool1x_c.raw
20201009_QEF1_Acc_liver_kidney_BP426_pool03x.raw
20201009_QEF1_Acc_liver_kidney_BP427_pool01x.raw
20201009_QEF1_Acc_liver_kidney_BP427_pool01x_a.raw
20201009_QEF1_Acc_liver_kidney_BP_blank_end1.raw
20201009_QEF1_Acc_liver_kidney_BP_blank_end2.raw
20201009_QEF1_Acc_liver_kidney_BP_blank_start1.raw
20201009_QEF1_Acc_liver_kidney_BP_blank_start2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
Processing  ST001468
No raw data detected. Ignoring ST001468
Processing  ST002969
Initiating REDU-table generation for AN004878
Rest length is 15
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MS237970QEM_leah_allis
MS237970QEM_leah_allis_01.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_02.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_03.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_04.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_05.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_06.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_07.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_08.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_09.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_10.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_11.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_12.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_13.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_14.mzXML
MS237970QEM_leah_allis
MS237970QEM_leah_allis_15.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 15 rows!
Extracted information for 15 samples.
Processing  ST000629
No raw data detected. Ignoring ST000629
Processing  ST000759
No raw data detected. Ignoring ST000759
Processing  ST001135
No raw data detected. Ignoring ST001135
Processing  ST001239
No raw data detected. Ignoring ST001239
Processing  ST000260
No raw data detected. Ignoring ST000260
Processing  ST001087
No raw data detected. Ignoring ST001087
Processing  ST000931
No raw data detected. Ignoring ST000931
Processing  ST000165
No raw data detected. Ignoring ST000165
Processing  ST001759
Initiating REDU-table generation for AN002866
Rest length is 21
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20200715_QEF1_HILIC_mouse_liver_AW111.raw
20200715_QEF1_HILIC_mouse_liver_AW112.raw
20200715_QEF1_HILIC_mouse_liver_AW113.raw
20200715_QEF1_HILIC_mouse_liver_AW114.raw
20200715_QEF1_HILIC_mouse_liver_AW115.raw
20200715_QEF1_HILIC_mouse_liver_AW116.raw
20200715_QEF1_HILIC_mouse_liver_AW117.raw
20200715_QEF1_HILIC_mouse_liver_AW118.raw
20200715_QEF1_HILIC_mouse_liver_AW119.raw
20200715_QEF1_HILIC_mouse_liver_AW120.raw
20200715_QEF1_HILIC_mouse_liver_AW121.raw
20200715_QEF1_HILIC_mouse_liver_AW122.raw
20200715_QEF1_HILIC_mouse_liver_AW127_pool1x_a.raw
20200715_QEF1_HILIC_mouse_liver_AW127_pool1x_b.raw
20200715_QEF1_HILIC_mouse_liver_AW127_pool1x_c.raw
20200715_QEF1_HILIC_mouse_liver_AW128_pool03x.raw
20200715_QEF1_HILIC_mouse_liver_AW129_pool01x.raw
20200715_QEF1_HILIC_mouse_liver_AW129_pool01x_a.raw
20200715_QEF1_HILIC_mouse_liver_blank1.raw
20200715_QEF1_HILIC_mouse_liver_blank_end1.raw
20200715_QEF1_HILIC_mouse_liver_blank_end2.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 21 rows!
Extracted information for 21 samples.
Processing  ST001963
No raw data detected. Ignoring ST001963
Processing  ST001788
Initiating REDU-table generation for AN002899
Rest length is 16
raw file key found.
Initiating REDU-table generation for AN002900
Rest length is 16
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
CP_labcontrol_1.raw
CP_labcontrol_2.raw
CP_labcontrol_3.raw
CP_labcontrol_4.raw
CP_labisoprenaline_1.raw
CP_labisoprenaline_2.raw
CP_labisoprenaline_3.raw
CP_labisoprenaline_4.raw
M_labcontrol_1.raw
M_labcontrol_2.raw
M_labcontrol_3.raw
M_labcontrol_4.raw
M_labisoprenaline_1.raw
M_labisoprenaline_2.raw
M_labisoprenaline_3.raw
M_labisoprenaline_4.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 16 rows!
Extracted information for 16 samples.
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▊| 3109/3150 [4:21:17<00:44,  1.09s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▊| 3110/3150 [4:21:19<00:48,  1.21s/it]Processing  ST002770
Initiating REDU-table generation for AN004507
Rest length is 20
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
123
14.mzml
123
15.mzml
123
2.mzml
123
20.mzml
123
22.mzml
123
23.mzml
123
24.mzml
123
27.mzml
123
34.mzml
123
35.mzml
123
38.mzml
123
39.mzml
123
4.mzml
123
43.mzml
123
44.mzml
123
46.mzml
123
47.mzml
123
50.mzml
123
56.mzml
123
7.mzml
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 20 rows!
Extracted information for 20 samples.
Processing  ST002900
Initiating REDU-table generation for AN004759
Rest length is 12
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Copy of 20220715_AM_ErythProg3_Folates_AM916.raw
Copy of 20220715_AM_ErythProg3_Folates_AM917.raw
Copy of 20220715_AM_ErythProg3_Folates_AM918.raw
Copy of 20220715_AM_ErythProg3_Folates_AM919.raw
Copy of 20220715_AM_ErythProg3_Folates_AM920.raw
Copy of 20220715_AM_ErythProg3_Folates_AM921.raw
Copy of 20220715_AM_ErythProg3_Folates_AM922.raw
Copy of 20220715_AM_ErythProg3_Folates_AM923.raw
Copy of 20220715_AM_ErythProg3_Folates_AM924.raw
Copy of 20220715_AM_ErythProg3_Folates_AM925.raw
Copy of 20220715_AM_ErythProg3_Folates_AM926.raw
Copy of 20220715_AM_ErythProg3_Folates_AM927.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000246
Initiating REDU-table generation for AN000384
Rest length is 4
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/4 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 4/4 [00:00<00:00, 1750.73it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▉| 3111/3150 [4:21:21<00:51,  1.33s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000246
folch_high_a1.raw
ST000246
folch_high_a2.raw
ST000246
folch_high_a3.raw
ST000246
folch_low_a1.raw
ST000246
folch_low_a2.raw
ST000246
folch_low_a3.raw
ST000246
mtbe_high_a1.raw
ST000246
mtbe_high_a2.raw
ST000246
mtbe_high_a3.raw
ST000246
mtbe_low_a1.raw
ST000246
mtbe_low_a2.raw
ST000246
mtbe_low_a3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 12 rows!
Extracted information for 12 samples.
Processing  ST000435
No raw data detected. Ignoring ST000435
Processing  ST002494
Initiating REDU-table generation for AN004092
Rest length is 148
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/148 [00:00<?, ?it/s]

Mapping potential matches:  11%|█▏        | 17/148 [00:00<00:00, 169.20it/s]

Mapping potential matches:  23%|██▎       | 34/148 [00:00<00:00, 168.70it/s]

Mapping potential matches:  34%|███▍      | 51/148 [00:00<00:00, 169.22it/s]

Mapping potential matches:  47%|████▋     | 69/148 [00:00<00:00, 170.02it/s]

Mapping potential matches:  59%|█████▉    | 87/148 [00:00<00:00, 170.73it/s]

Mapping potential matches:  71%|███████   | 105/148 [00:00<00:00, 170.73it/s]

Mapping potential matches:  83%|████████▎ | 123/148 [00:00<00:00, 171.21it/s]

Mapping potential matches:  95%|█████████▌| 141/148 [00:00<00:00, 171.56it/s]
Mapping potential matches: 100%|██████████| 148/148 [00:00<00:00, 170.79it/s]

 99%|█████████▉| 3113/3150 [4:21:23<00:41,  1.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▉| 3114/3150 [4:21:28<01:13,  2.03s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▉| 3118/3150 [4:21:30<00:38,  1.21s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002702
Initiating REDU-table generation for AN004379
Rest length is 360
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004380
Rest length is 360
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004381
Rest length is 360
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004382
Rest length is 360
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
FFA_Set1
Normal_1.CDF
FFA_Set1
Normal_2.CDF
FFA_Set1
Normal_3.CDF
FFA_Set1
Normal_4.CDF
FFA_Set1
Normal_5.CDF
FFA_Set1
eARDS_61.CDF
FFA_Set1
eARDS_62.CDF
FFA_Set1
eARDS_63.CDF
FFA_Set1
eARDS_64.CDF
FFA_Set1
eARDS_65.CDF
FFA_Set1
pARDS_31.CDF
FFA_Set1
pARDS_32.CDF
FFA_Set1
pARDS_33.CDF
FFA_Set1
pARDS_34.CDF
FFA_Set1
pARDS_35.CDF
FFA_Set2
Normal_10.CDF
FFA_Set2
Normal_6.CDF
FFA_Set2
Normal_7.CDF
FFA_Set2
Normal_8.CDF
FFA_Set2
Normal_9.CDF
FFA_Set2
eARDS_66.CDF
FFA_Set2
eARDS_67.CDF
FFA_Set2
eARDS_68.CDF
FFA_Set2
eARDS_69.CDF
FFA_Set2
eARDS_70.CDF
FFA_Set2
pARDS_36.CDF
FFA_Set2
pARDS_37.CDF
FFA_Set2
pARDS_38.CDF
FFA_Set2
pARDS_39.CDF
FFA_Set2
pARDS_40.CDF
FFA_Set4
Normal_16.CDF
FFA_Set4
Normal_17.CDF
FFA_Set4
Normal_18.CDF
FFA_Set4
Normal_19.CDF
FFA_Set4
Normal_20.CDF
FFA_Set4
eARDS_76.CDF
FFA_Set4
eARDS_77.CDF
FFA_Set4
eARDS_78.CDF
FFA_Set4
eARDS_79.CDF
FFA_Set4
eARDS_80.CDF
FFA_Set4
pARDS_46.CDF
FFA_Set4
pARDS_47.CDF
FFA_Set4
pARDS_48.CDF
FFA_Set4
pARDS_49.CDF
FFA_Set4
pARDS_50.CDF
FFA_Set5
Normal_21.CDF
FFA_Set5
Normal_22.CDF
FFA_Set5
Normal_23.CDF
FFA_Set5
Normal_24.CDF
FFA_Set5
Normal_25.CDF
FFA_Set5
eARDS_81.CDF
FFA_Set5
eARDS_82.CDF
FFA_Set5
eARDS_83.CDF
FFA_Set5
eARDS_84.CDF
FFA_Set5
eARDS_85.CDF
FFA_Set5
pARDS_51.CDF
FFA_Set5
pARDS_52.CDF
FFA_Set5
pARDS_53.CDF
FFA_Set5
pARDS_54.CDF
FFA_Set5
pARDS_55.CDF
FFA_Set6
Normal_26.CDF
FFA_Set6
Normal_27.CDF
FFA_Set6
Normal_28.CDF
FFA_Set6
Normal_29.CDF
FFA_Set6
Normal_30.CDF
FFA_Set6
eARDS_86.CDF
FFA_Set6
eARDS_87.CDF
FFA_Set6
eARDS_88.CDF
FFA_Set6
eARDS_89.CDF
FFA_Set6
eARDS_90.CDF
FFA_Set6
pARDS_56.CDF
FFA_Set6
pARDS_57.CDF
FFA_Set6
pARDS_58.CDF
FFA_Set6
pARDS_59.CDF
FFA_Set6
pARDS_60.CDF
FFA_set3
Normal_11.CDF
FFA_set3
Normal_12.CDF
FFA_set3
Normal_13.CDF
FFA_set3
Normal_14.CDF
FFA_set3
Normal_15.CDF
FFA_set3
eARDS_71.CDF
FFA_set3
eARDS_72.CDF
FFA_set3
eARDS_73.CDF
FFA_set3
eARDS_74.CDF
FFA_set3
eARDS_75.CDF
FFA_set3
pARDS_41.CDF
FFA_set3
pARDS_42.CDF
FFA_set3
pARDS_43.CDF
FFA_set3
pARDS_44.CDF
FFA_set3
pARDS_45.CDF
S1P_set1
Normal_1.raw
S1P_set1
Normal_2.raw
S1P_set1
Normal_3.raw
S1P_set1
Normal_4.raw
S1P_set1
Normal_5.raw
S1P_set1
eARDS_61.raw
S1P_set1
eARDS_62.raw
S1P_set1
eARDS_63.raw
S1P_set1
eARDS_64.raw
S1P_set1
eARDS_65.raw
S1P_set1
pARDS_31.raw
S1P_set1
pARDS_32.raw
S1P_set1
pARDS_33.raw
S1P_set1
pARDS_34.raw
S1P_set1
pARDS_35.raw
S1P_set2
Normal_10.raw
S1P_set2
Normal_6.raw
S1P_set2
Normal_7.raw
S1P_set2
Normal_8.raw
S1P_set2
Normal_9.raw
S1P_set2
eARDS_66.raw
S1P_set2
eARDS_67.raw
S1P_set2
eARDS_68.raw
S1P_set2
eARDS_69.raw
S1P_set2
eARDS_70.raw
S1P_set2
pARDS_36.raw
S1P_set2
pARDS_37.raw
S1P_set2
pARDS_38.raw
S1P_set2
pARDS_39.raw
S1P_set2
pARDS_40.raw
S1P_set3
Normal_11.raw
S1P_set3
Normal_12.raw
S1P_set3
Normal_13.raw
S1P_set3
Normal_14.raw
S1P_set3
Normal_15.raw
S1P_set3
eARDS_71.raw
S1P_set3
eARDS_72.raw
S1P_set3
eARDS_73.raw
S1P_set3
eARDS_74.raw
S1P_set3
eARDS_75.raw
S1P_set3
pARDS_41.raw
S1P_set3
pARDS_42.raw
S1P_set3
pARDS_43.raw
S1P_set3
pARDS_44.raw
S1P_set3
pARDS_45.raw
S1P_set4
Normal_16.raw
S1P_set4
Normal_17.raw
S1P_set4
Normal_18.raw
S1P_set4
Normal_19.raw
S1P_set4
Normal_20.raw
S1P_set4
eARDS_76.raw
S1P_set4
eARDS_77.raw
S1P_set4
eARDS_78.raw
S1P_set4
eARDS_79.raw
S1P_set4
eARDS_80.raw
S1P_set4
pARDS_46.raw
S1P_set4
pARDS_47.raw
S1P_set4
pARDS_48.raw
S1P_set4
pARDS_49.raw
S1P_set4
pARDS_50.raw
S1P_set5
Normal_21.raw
S1P_set5
Normal_22.raw
S1P_set5
Normal_23.raw
S1P_set5
Normal_24.raw
S1P_set5
Normal_25.raw
S1P_set5
eARDS_81.raw
S1P_set5
eARDS_82.raw
S1P_set5
eARDS_83.raw
S1P_set5
eARDS_84.raw
S1P_set5
eARDS_85.raw
S1P_set5
pARDS_51.raw
S1P_set5
pARDS_52.raw
S1P_set5
pARDS_53.raw
S1P_set5
pARDS_54.raw
S1P_set5
pARDS_55.raw
S1P_set6
Normal_26.raw
S1P_set6
Normal_27.raw
S1P_set6
Normal_28.raw
S1P_set6
Normal_29.raw
S1P_set6
Normal_30.raw
S1P_set6
eARDS_86.raw
S1P_set6
eARDS_87.raw
S1P_set6
eARDS_88.raw
S1P_set6
eARDS_89.raw
S1P_set6
eARDS_90.raw
S1P_set6
pARDS_56.raw
S1P_set6
pARDS_57.raw
S1P_set6
pARDS_58.raw
S1P_set6
pARDS_59.raw
S1P_set6
pARDS_60.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 180 rows!
Extracted information for 180 samples.
Processing  ST003151
No raw data detected. Ignoring ST003151
Processing  ST002594
No raw data detected. Ignoring ST002594
Processing  ST001393
No raw data detected. Ignoring ST001393
Processing  ST002241
Initiating REDU-table generation for AN003659
Rest length is 10
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Raw Files HILIC Negative
SC_20200929_HILICn_FMS_RCC_C01.raw
Raw Files HILIC Negative
SC_20200929_HILICn_FMS_RCC_C02.raw
Raw Files HILIC Negative
SC_20200929_HILICn_FMS_RCC_C03.raw
Raw Files HILIC Negative
SC_20200929_HILICn_FMS_RCC_C04.raw
Raw Files HILIC Negative
SC_20200929_HILICn_FMS_RCC_C05.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 5 rows!
Extracted information for 5 samples.
Processing  ST000726
No raw data detected. Ignoring ST000726
Processing  ST002460
Initiating REDU-table generation for AN004014
Rest length is 100
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
MZXML Palaemon
20210712_Palaemon_Branchie_F10_70_01_10973.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_F1_61_01_10964.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_F2_62_01_10965.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_F3_63_01_10966.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_F4_64_01_10967.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_F5_65_01_10968.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_F6_66_01_10969.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_F7_67_01_10970.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_F8_68_01_10971.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_F9_69_01_10972.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_M10_80_01_10988.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_M1_71_01_10979.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_M2_72_01_10980.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_M3_73_01_10981.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_M4_74_01_10982.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_M5_75_01_10983.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_M6_76_01_10984.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_M7_77_01_10985.mzXML
MZXML Palaemon/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▉| 3120/3150 [4:21:33<00:37,  1.24s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▉| 3121/3150 [4:21:36<00:42,  1.47s/it]
20210712_Palaemon_Branchie_M8_78_01_10986.mzXML
MZXML Palaemon
20210712_Palaemon_Branchie_M9_79_01_10987.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F10_30_01_11048.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F1_21_01_11039.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F2_22_01_11040.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F3_23_01_11041.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F4_24_01_11042.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F5_25_01_11043.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F6_26_01_11044.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F7_27_01_11045.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F8_28_01_11046.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_F9_29_01_11047.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M10_40_01_11068.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M1_31_01_11059.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M2_32_01_11060.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M3_33_01_11061.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M4_34_01_11062.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M5_35_01_11063.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M6_36_01_11064.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M7_37_01_11065.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M8_38_01_11066.mzXML
MZXML Palaemon
20210712_Palaemon_GlandeNerveuse_M9_39_01_11067.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_F10_50_01_10933.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_F1_41_01_10924.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_F2_42_01_10925.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_F3_43_01_10926.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_F4_44_01_10927.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_F5_45_01_10928.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_F6_46_01_10929.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_F8_48_01_10931.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_F9_49_01_10932.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M10_60_01_10953.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M1_51_01_10944.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M2_52_01_10945.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M3_53_01_10946.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M4_54_01_10947.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M5_55_01_10948.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M6_56_01_10949.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M7_57_01_10950.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M8_58_01_10951.mzXML
MZXML Palaemon
20210712_Palaemon_Gonad_M9_59_01_10952.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F10_10_01_11088.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F1_1_01_11079.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F2_2_01_11080.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F3_3_01_11081.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F4_4_01_11082.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F5_5_01_11083.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F6_6_01_11084.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F7_7_01_11085.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F8_8_01_11086.mzXML
MZXML Palaemon
20210712_Palaemon_HP_F9_9_01_11087.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M10_20_01_11105.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M1_11_01_11096.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M2_12_01_11097.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M3_13_01_11098.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M4_14_01_11099.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M5_15_01_11100.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M6_16_01_11101.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M7_17_01_11102.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M8_18_01_11103.mzXML
MZXML Palaemon
20210712_Palaemon_HP_M9_19_01_11104.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F10_90_01_11008.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F1_81_01_10999.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F2_82_01_11000.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F3_83_01_11001.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F4_84_01_11002.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F5_85_01_11003.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F6_86_01_11004.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F7_87_01_11005.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F8_88_01_11006.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_F9_89_01_11007.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M10_100_01_11028.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M1_91_01_11019.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M2_92_01_11020.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M3_93_01_11021.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M4_94_01_11022.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M5_95_01_11023.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M6_96_01_11024.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M7_97_01_11025.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M8_98_01_11026.mzXML
MZXML Palaemon
20210712_Palaemon_muscle_M9_99_01_11027.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 99 rows!
Extracted information for 99 samples.
Processing  ST002979
Initiating REDU-table generation for AN004895
Rest length is 26
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN004896
Rest length is 26
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
01.raw
02.raw
03.raw
04.raw
05.raw
06.raw
07.raw
08.raw
09.raw
10.raw
11.raw
12.raw
13.raw
14.raw
15.raw
16.raw
17.raw
18.raw
19.raw
20.raw
21.raw
22.raw
23.raw
24.raw
25.raw
26.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 26 rows!
Extracted information for 26 samples.
Processing  ST001200
Initiating REDU-table generation for AN001996
Rest length is 363
Adding raw data not present in REST for sample C-1GQC5-SL-01_2 named VT_190127_M371_182,VT_190127_M371_184,VT_190127_M371_186
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

Initiating REDU-table generation for AN001997
Rest length is 363
Adding raw data not present in REST for sample C-1GQC5-SL-01_2 named VT_190127_M371_182,VT_190127_M371_184,VT_190127_M371_186
An error occurred in MWB_to_REDU_wrapper: 'DataFrame' object has no attribute 'append'
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 411, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    df_rest = df_rest.append(new_row, ignore_index=True)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/conda/conda_env-88e285eea3d03e468983bcd88c95c51f/lib/python3.8/site-packages/pandas/core/generic.py", line 5989, in __getattr__
    return object.__getattribute__(self, name)
AttributeError: 'DataFrame' object has no attribute 'append'

 99%|█████████▉| 3122/3150 [4:21:37<00:40,  1.44s/it]
Processing  ST002380
No raw data detected. Ignoring ST002380
Processing  ST001955
No raw data detected. Ignoring ST001955
Processing  ST000048
Initiating REDU-table generation for AN000084
Rest length is 117
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/118 [00:00<?, ?it/s]

Mapping potential matches:  19%|█▊        | 22/118 [00:00<00:00, 213.02it/s]

Mapping potential matches:  37%|███▋      | 44/118 [00:00<00:00, 214.20it/s]

Mapping potential matches:  56%|█████▌    | 66/118 [00:00<00:00, 215.21it/s]

Mapping potential matches:  75%|███████▍  | 88/118 [00:00<00:00, 215.22it/s]

Mapping potential matches:  94%|█████████▍| 111/118 [00:00<00:00, 218.25it/s]
Mapping potential matches: 100%|██████████| 118/118 [00:00<00:00, 216.89it/s]

 99%|█████████▉| 3125/3150 [4:21:38<00:23,  1.05it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▉| 3127/3150 [4:21:41<00:24,  1.08s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST002018
No raw data detected. Ignoring ST002018
Processing  ST003041
Initiating REDU-table generation for AN004988
Rest length is 64
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
EV_A1.raw
EV_A2.raw
EV_A3.raw
EV_A4.raw
EV_A5.raw
EV_AI.raw
EV_AII.raw
EV_AIV.raw
EV_AV.raw
EV_AVI.raw
EV_AVII.raw
EV_AVIII.raw
EV_B1.raw
EV_B2.raw
EV_B3.raw
EV_B4.raw
EV_B5.raw
EV_B6.raw
EV_BI.raw
EV_BII.raw
EV_BIII.raw
EV_BIV.raw
EV_BV.raw
EV_BVI.raw
EV_C1.raw
EV_C2.raw
EV_C3.raw
EV_C4.raw
EV_C5.raw
EV_C6.raw
EV_CI.raw
EV_CII.raw
EV_CIII.raw
EV_CIV.raw
EV_CV.raw
EV_CVI.raw
EV_EI.raw
EV_EII.raw
EV_EIII.raw
EV_EIV.raw
EV_EV.raw
EV_EVI.raw
EV_F1.raw
EV_F2.raw
EV_F3.raw
EV_F4.raw
EV_F5.raw
EV_F6.raw
EV_FI.raw
EV_FII.raw
EV_FIII.raw
EV_FIV.raw
EV_FV.raw
EV_FVI.raw
EV_GI.raw
EV_GII.raw
EV_GIII.raw
EV_GIV.raw
EV_GV.raw
EV_GVI.raw
EV_GVII.raw
QC_EV.raw
QC_EV_02.raw
QC_EV_03.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 64 rows!
Extracted information for 64 samples.
Processing  ST001282
Initiating REDU-table generation for AN002126
Rest length is 16
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/20 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 20/20 [00:00<00:00, 1449.41it/s]

 99%|█████████▉| 3128/3150 [4:21:41<00:21,  1.02it/s]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▉| 3129/3150 [4:21:44<00:27,  1.30s/it]
 99%|█████████▉| 3130/3150 [4:22:45<04:51, 14.57s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST001922
Initiating REDU-table generation for AN003123
Rest length is 12
raw file key found.
Initiating REDU-table generation for AN003124
Rest length is 12
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ELN14904_MAC_HILIC_NEG_MAC_25Nov2020_1.raw
ELN14904_MAC_HILIC_NEG_MAC_25Nov2020_2.raw
ELN14904_MAC_HILIC_NEG_MAC_25Nov2020_3.raw
ELN14904_MAC_HILIC_NEG_MAC_25Nov2020_4.raw
ELN14904_MAC_HILIC_NEG_MAC_25Nov2020_5.raw
ELN14904_MAC_HILIC_NEG_MAC_25Nov2020_6.raw
ELN14904_MAC_HILIC_NEG_UT_25Nov2020_1.raw
ELN14904_MAC_HILIC_NEG_UT_25Nov2020_2.raw
ELN14904_MAC_HILIC_NEG_UT_25Nov2020_3.raw
ELN14904_MAC_HILIC_NEG_UT_25Nov2020_4.raw
ELN14904_MAC_HILIC_NEG_UT_25Nov2020_5.raw
ELN14904_MAC_HILIC_NEG_UT_25Nov2020_6.raw
ELN14904_MAC_HILIC_POS_MAC_25Nov2020_1.raw
ELN14904_MAC_HILIC_POS_MAC_25Nov2020_2.raw
ELN14904_MAC_HILIC_POS_MAC_25Nov2020_3.raw
ELN14904_MAC_HILIC_POS_MAC_25Nov2020_4.raw
ELN14904_MAC_HILIC_POS_MAC_25Nov2020_5.raw
ELN14904_MAC_HILIC_POS_MAC_25Nov2020_6.raw
ELN14904_MAC_HILIC_POS_UT_25Nov2020_1.raw
ELN14904_MAC_HILIC_POS_UT_25Nov2020_2.raw
ELN14904_MAC_HILIC_POS_UT_25Nov2020_3.raw
ELN14904_MAC_HILIC_POS_UT_25Nov2020_4.raw
ELN14904_MAC_HILIC_POS_UT_25Nov2020_5.raw
ELN14904_MAC_HILIC_POS_UT_25Nov2020_6.raw
ELN14904_MAC_RPPOS_MAC_24Nov2020_1.raw
ELN14904_MAC_RPPOS_MAC_24Nov2020_2.raw
ELN14904_MAC_RPPOS_MAC_24Nov2020_3.raw
ELN14904_MAC_RPPOS_MAC_24Nov2020_4.raw
ELN14904_MAC_RPPOS_MAC_24Nov2020_5.raw
ELN14904_MAC_RPPOS_MAC_24Nov2020_6.raw
ELN14904_MAC_RPPOS_UT_24Nov2020_1.raw
ELN14904_MAC_RPPOS_UT_24Nov2020_2.raw
ELN14904_MAC_RPPOS_UT_24Nov2020_3.raw
ELN14904_MAC_RPPOS_UT_24Nov2020_4.raw
ELN14904_MAC_RPPOS_UT_24Nov2020_5.raw
ELN14904_MAC_RPPOS_UT_24Nov2020_6.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 36 rows!
Extracted information for 36 samples.
Processing  ST001636
Processing  ST001926
Initiating REDU-table generation for AN003130
Rest length is 261
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003131
Rest length is 261
raw file key found.
found filename_raw to filename_base match
Initiating REDU-table generation for AN003132
Rest length is 261
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Neg-FLY-001.mzXML
Neg-FLY-002.mzXML
Neg-FLY-003.mzXML
Neg-FLY-004.mzXML
Neg-FLY-005.mzXML
Neg-FLY-006.mzXML
Neg-FLY-007.mzXML
Neg-FLY-008.mzXML
Neg-FLY-009.mzXML
Neg-FLY-010.mzXML
Neg-FLY-011.mzXML
Neg-FLY-012.mzXML
Neg-FLY-013.mzXML
Neg-FLY-014.mzXML
Neg-FLY-015.mzXML
Neg-FLY-016.mzXML
Neg-FLY-017.mzXML
Neg-FLY-018.mzXML
Neg-FLY-019.mzXML
Neg-FLY-020.mzXML
Neg-FLY-021.mzXML
Neg-FLY-022.mzXML
Neg-FLY-023.mzXML
Neg-FLY-024.mzXML
Neg-FLY-025.mzXML
Neg-FLY-026.mzXML
Neg-FLY-027.mzXML
Neg-FLY-028.mzXML
Neg-FLY-029.mzXML
Neg-FLY-030.mzXML
Neg-FLY-031.mzXML
Neg-FLY-032.mzXML
Neg-FLY-033.mzXML
Neg-FLY-034.mzXML
Neg-FLY-035.mzXML
Neg-FLY-036.mzXML
Neg-FLY-037.mzXML
Neg-FLY-038.mzXML
Neg-FLY-039.mzXML
Neg-FLY-040.mzXML
Neg-FLY-043.mzXML
Neg-FLY-044.mzXML
Neg-FLY-045.mzXML
Neg-FLY-046.mzXML
Neg-FLY-047.mzXML
Neg-FLY-048.mzXML
Neg-FLY-049.mzXML
Neg-FLY-050.mzXML
Neg-FLY-051.mzXML
Neg-FLY-052.mzXML
Neg-FLY-053.mzXML
Neg-FLY-054.mzXML
Neg-FLY-055.mzXML
Neg-FLY-056.mzXML
Neg-FLY-057.mzXML
Neg-FLY-058.mzXML
Neg-FLY-059.mzXML
Neg-FLY-060.mzXML
Neg-FLY-061.mzXML
Neg-FLY-062.mzXML
Neg-FLY-063.mzXML
Neg-FLY-064.mzXML
Neg-FLY-065.mzXML
Neg-FLY-066.mzXML
Neg-FLY-067.mzXML
Neg-FLY-068.mzXML
Neg-FLY-069.mzXML
Neg-FLY-070.mzXML
Neg-FLY-071.mzXML
Neg-FLY-072.mzXML
Neg-FLY-073.mzXML
Neg-FLY-074.mzXML
Neg-FLY-075.mzXML
Neg-FLY-076.mzXML
Neg-FLY-077.mzXML
Neg-FLY-078.mzXML
Neg-FLY-079.mzXML
Neg-FLY-080.mzXML
Neg-FLY-081.mzXML
Neg-FLY-082.mzXML
Neg-FLY-083.mzXML
Neg-FLY-084.mzXML
Neg-FLY-085.mzXML
Neg-FLY-086.mzXML
Neg-FLY-087.mzXML
Neg-FLY-088.mzXML
Neg-FLY-089.mzXML
Neg-FLY-090.mzXML
Neg-FLY-091.mzXML
Neg-FLY-092.mzXML
Neg-FLY-093.mzXML
Neg-FLY-094.mzXML
Neg-FLY-095.mzXML
Neg-FLY-096.mzXML
Neg-FLY-097.mzXML
Neg-FLY-098.mzXML
Neg-FLY-099.mzXML
Neg-FLY-100.mzXML
Neg-FLY-101.mzXML
Neg-FLY-102.mzXML
Neg-FLY-103.mzXML
Neg-FLY-104.mzXML
Neg-FLY-105.mzXML
Neg-FLY-106.mzXML
Neg-FLY-108.mzXML
Neg-FLY-109.mzXML
Neg-FLY-110.mzXML
Neg-FLY-111.mzXML
Neg-FLY-112.mzXML
Neg-FLY-113.mzXML
Neg-FLY-114.mzXML
Neg-FLY-115.mzXML
Neg-FLY-116.mzXML
Neg-FLY-117.mzXML
Neg-FLY-118.mzXML
Neg-FLY-119.mzXML
Neg-FLY-120.mzXML
Neg-FLY-121.mzXML
Neg-FLY-122.mzXML
Neg-FLY-123.mzXML
Neg-FLY-124.mzXML
Neg-FLY-125.mzXML
Neg-FLY-126.mzXML
Neg-FLY-127.mzXML
Neg-FLY-128.mzXML
Neg-FLY-129.mzXML
Neg-FLY-130.mzXML
Neg-FLY-131.mzXML
Neg-FLY-132.mzXML
Neg-FLY-133.mzXML
Neg-FLY-135.mzXML
Neg-FLY-136.mzXML
Neg-FLY-137.mzXML
Neg-FLY-138.mzXML
Neg-FLY-139.mzXML
Neg-FLY-140.mzXML
Neg-FLY-141.mzXML
Neg-FLY-142.mzXML
Neg-FLY-143.mzXML
Neg-FLY-144.mzXML
Neg-FLY-145.mzXML
Neg-FLY-146.mzXML
Neg-FLY-147.mzXML
Neg-FLY-148.mzXML
Neg-FLY-149.mzXML
Neg-FLY-150.mzXML
Neg-FLY-151.mzXML
Neg-FLY-152.mzXML
Neg-FLY-153.mzXML
Neg-FLY-154.mzXML
Neg-FLY-155.mzXML
Neg-FLY-156.mzXML
Neg-FLY-157.mzXML
Neg-FLY-158.mzXML
Neg-FLY-159.mzXML
Neg-FLY-160.mzXML
Neg-FLY-161.mzXML
Neg-FLY-162.mzXML
Neg-FLY-163.mzXML
Neg-FLY-164.mzXML
Neg-FLY-165.mzXML
Neg-FLY-166.mzXML
Neg-FLY-167.mzXML
Neg-FLY-168.mzXML
Neg-FLY-169.mzXML
Neg-FLY-170.mzXML
Neg-FLY-171.mzXML
Neg-FLY-172.mzXML
Pos-FLY-001.mzXML
Pos-FLY-002.mzXML
Pos-FLY-003.mzXML
Pos-FLY-004.mzXML
Pos-FLY-005.mzXML
Pos-FLY-006.mzXML
Pos-FLY-007.mzXML
Pos-FLY-008.mzXML
Pos-FLY-009.mzXML
Pos-FLY-010.mzXML
Pos-FLY-011.mzXML
Pos-FLY-012.mzXML
Pos-FLY-013.mzXML
Pos-FLY-014.mzXML
Pos-FLY-015.mzXML
Pos-FLY-016.mzXML
Pos-FLY-017.mzXML
Pos-FLY-018.mzXML
Pos-FLY-019.mzXML
Pos-FLY-020.mzXML
Pos-FLY-021.mzXML
Pos-FLY-022.mzXML
Pos-FLY-023.mzXML
Pos-FLY-024.mzXML
Pos-FLY-025.mzXML
Pos-FLY-026.mzXML
Pos-FLY-027.mzXML
Pos-FLY-028.mzXML
Pos-FLY-029.mzXML
Pos-FLY-030.mzXML
Pos-FLY-031.mzXML
Pos-FLY-032.mzXML
Pos-FLY-033.mzXML
Pos-FLY-034.mzXML
Pos-FLY-035.mzXML
Pos-FLY-036.mzXML
Pos-FLY-037.mzXML
Pos-FLY-038.mzXML
Pos-FLY-039.mzXML
Pos-FLY-040.mzXML
Pos-FLY-043.mzXML
Pos-FLY-044.mzXML
Pos-FLY-045.mzXML
Pos-FLY-046.mzXML
Pos-FLY-047.mzXML
Pos-FLY-048.mzXML
Pos-FLY-049.mzXML
Pos-FLY-050.mzXML
Pos-FLY-051.mzXML
Pos-FLY-052.mzXML
Pos-FLY-053.mzXML
Pos-FLY-054.mzXML
Pos-FLY-055.mzXML
Pos-FLY-056.mzXML
Pos-FLY-057.mzXML
Pos-FLY-058.mzXML
Pos-FLY-059.mzXML
Pos-FLY-060.mzXML
Pos-FLY-061.mzXML
Pos-FLY-062.mzXML
Pos-FLY-063.mzXML
Pos-FLY-064.mzXML
Pos-FLY-065.mzXML
Pos-FLY-066.mzXML
Pos-FLY-067.mzXML
Pos-FLY-068.mzXML
Pos-FLY-069.mzXML
Pos-FLY-070.mzXML
Pos-FLY-071.mzXML
Pos-FLY-072.mzXML
Pos-FLY-073.mzXML
Pos-FLY-074.mzXML
Pos-FLY-075.mzXML
Pos-FLY-076.mzXML
Pos-FLY-077.mzXML
Pos-FLY-078.mzXML
Pos-FLY-079.mzXML
Pos-FLY-080.mzXML
Pos-FLY-081.mzXML
Pos-FLY-082.mzXML
Pos-FLY-083.mzXML
Pos-FLY-084.mzXML
Pos-FLY-085.mzXML
Pos-FLY-086.mzXML
Pos-FLY-087.mzXML
Pos-FLY-088.mzXML
Pos-FLY-089.mzXML
Pos-FLY-090.mzXML
Pos-FLY-091.mzXML
Pos-FLY-092.mzXML
Pos-FLY-093.mzXML
Pos-FLY-094.mzXML/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

 99%|█████████▉| 3131/3150 [4:22:50<03:56, 12.44s/it]
 99%|█████████▉| 3134/3150 [4:22:50<01:38,  6.13s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

100%|█████████▉| 3135/3150 [4:22:53<01:21,  5.41s/it]
Pos-FLY-095.mzXML
Pos-FLY-096.mzXML
Pos-FLY-097.mzXML
Pos-FLY-098.mzXML
Pos-FLY-099.mzXML
Pos-FLY-100.mzXML
Pos-FLY-101.mzXML
Pos-FLY-102.mzXML
Pos-FLY-103.mzXML
Pos-FLY-104.mzXML
Pos-FLY-105.mzXML
Pos-FLY-106.mzXML
Pos-FLY-108.mzXML
Pos-FLY-109.mzXML
Pos-FLY-110.mzXML
Pos-FLY-111.mzXML
Pos-FLY-112.mzXML
Pos-FLY-113.mzXML
Pos-FLY-114.mzXML
Pos-FLY-115.mzXML
Pos-FLY-116.mzXML
Pos-FLY-117.mzXML
Pos-FLY-118.mzXML
Pos-FLY-119.mzXML
Pos-FLY-120.mzXML
Pos-FLY-121.mzXML
Pos-FLY-122.mzXML
Pos-FLY-123.mzXML
Pos-FLY-124.mzXML
Pos-FLY-125.mzXML
Pos-FLY-126.mzXML
Pos-FLY-127.mzXML
Pos-FLY-128.mzXML
Pos-FLY-129.mzXML
Pos-FLY-130.mzXML
Pos-FLY-131.mzXML
Pos-FLY-132.mzXML
Pos-FLY-133.mzXML
Pos-FLY-135.mzXML
Pos-FLY-136.mzXML
Pos-FLY-137.mzXML
Pos-FLY-138.mzXML
Pos-FLY-139.mzXML
Pos-FLY-140.mzXML
Pos-FLY-141.mzXML
Pos-FLY-142.mzXML
Pos-FLY-143.mzXML
Pos-FLY-144.mzXML
Pos-FLY-145.mzXML
Pos-FLY-146.mzXML
Pos-FLY-147.mzXML
Pos-FLY-148.mzXML
Pos-FLY-149.mzXML
Pos-FLY-150.mzXML
Pos-FLY-151.mzXML
Pos-FLY-152.mzXML
Pos-FLY-153.mzXML
Pos-FLY-154.mzXML
Pos-FLY-155.mzXML
Pos-FLY-156.mzXML
Pos-FLY-157.mzXML
Pos-FLY-158.mzXML
Pos-FLY-159.mzXML
Pos-FLY-160.mzXML
Pos-FLY-161.mzXML
Pos-FLY-162.mzXML
Pos-FLY-163.mzXML
Pos-FLY-164.mzXML
Pos-FLY-165.mzXML
Pos-FLY-166.mzXML
Pos-FLY-167.mzXML
Pos-FLY-168.mzXML
Pos-FLY-169.mzXML
Pos-FLY-170.mzXML
Pos-FLY-171.mzXML
Pos-FLY-172.mzXML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 336 rows!
Extracted information for 336 samples.
Processing  ST000840
No raw data detected. Ignoring ST000840
Processing  ST001111
No raw data detected. Ignoring ST001111
Processing  ST000159
No raw data detected. Ignoring ST000159
Processing  ST001774
Initiating REDU-table generation for AN002881
Rest length is 50
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
2020_04_15_AM_HLICNeg15_HBE58_12_C.raw
2020_04_15_AM_HLICNeg15_HBE58_12_V.raw
2020_04_15_AM_HLICNeg15_HBE58_24_C.raw
2020_04_15_AM_HLICNeg15_HBE58_24_V.raw
2020_04_15_AM_HLICNeg15_HBE58_4_C.raw
2020_04_15_AM_HLICNeg15_HBE58_4_V.raw
2020_04_15_AM_HLICNeg15_HBE82_12_C.raw
2020_04_15_AM_HLICNeg15_HBE82_12_V.raw
2020_04_15_AM_HLICNeg15_HBE82_24_C.raw
2020_04_15_AM_HLICNeg15_HBE82_24_V.raw
2020_04_15_AM_HLICNeg15_HBE82_4_C.raw
2020_04_15_AM_HLICNeg15_HBE82_4_V.raw
2020_04_15_AM_HLICNeg15_HBE84_12_C.raw
2020_04_15_AM_HLICNeg15_HBE84_12_V.raw
2020_04_15_AM_HLICNeg15_HBE84_24_C.raw
2020_04_15_AM_HLICNeg15_HBE84_24_V.raw
2020_04_15_AM_HLICNeg15_HBE84_4_C.raw
2020_04_15_AM_HLICNeg15_HBE84_4_V.raw
2020_04_15_AM_HLICNeg15_HBE85_12_C.raw
2020_04_15_AM_HLICNeg15_HBE85_12_V.raw
2020_04_15_AM_HLICNeg15_HBE85_24_C.raw
2020_04_15_AM_HLICNeg15_HBE85_24_V.raw
2020_04_15_AM_HLICNeg15_HBE85_4_C.raw
2020_04_15_AM_HLICNeg15_HBE85_4_V.raw
2020_04_15_AM_HLICNeg15_HBE90_12_C.raw
2020_04_15_AM_HLICNeg15_HBE90_12_V.raw
2020_04_15_AM_HLICNeg15_HBE90_24_C.raw
2020_04_15_AM_HLICNeg15_HBE90_24_V.raw
2020_04_15_AM_HLICNeg15_HBE90_4_C.raw
2020_04_15_AM_HLICNeg15_HBE90_4_V.raw
2020_04_15_AM_HLICNeg15_HBE91_12_C.raw
2020_04_15_AM_HLICNeg15_HBE91_12_V.raw
2020_04_15_AM_HLICNeg15_HBE91_24_C.raw
2020_04_15_AM_HLICNeg15_HBE91_24_V.raw
2020_04_15_AM_HLICNeg15_HBE91_4_C.raw
2020_04_15_AM_HLICNeg15_HBE91_4_V.raw
2020_04_15_AM_HLICNeg15_Media_12.raw
2020_04_15_AM_HLICNeg15_Media_12_V.raw
2020_04_15_AM_HLICNeg15_Media_24.raw
2020_04_15_AM_HLICNeg15_Media_24_V.raw
2020_04_15_AM_HLICNeg15_Media_4.raw
2020_04_15_AM_HLICNeg15_Media_4_V.raw
2020_04_15_AM_HLICNeg15_Media_F.raw
2020_04_15_AM_HLICNeg15_Midblank1.raw
2020_04_15_AM_HLICNeg15_Postplank1.raw
2020_04_15_AM_HLICNeg15_Postplank2.raw
2020_04_15_AM_HLICNeg15_Postplank3.raw
2020_04_15_AM_HLICNeg15_Preblank1.raw
2020_04_15_AM_HLICNeg15_Preblank2.raw
2020_04_15_AM_HLICNeg15_Preblank3.raw
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 50 rows!
Extracted information for 50 samples.
Processing  ST003291
No raw data detected. Ignoring ST003291
Processing  ST002601
Initiating REDU-table generation for AN004273
Rest length is 58
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/58 [00:00<?, ?it/s]
Mapping potential matches: 100%|██████████| 58/58 [00:00<00:00, 8146.73it/s]

100%|█████████▉| 3137/3150 [4:22:53<00:46,  3.58s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000353
Initiating REDU-table generation for AN000575
Rest length is 42
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/42 [00:00<?, ?it/s]

Mapping potential matches:  45%|████▌     | 19/42 [00:00<00:00, 184.18it/s]

Mapping potential matches:  90%|█████████ | 38/42 [00:00<00:00, 178.18it/s]
Mapping potential matches: 100%|██████████| 42/42 [00:00<00:00, 176.73it/s]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
Initiating REDU-table generation for AN000576
Rest length is 42
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/42 [00:00<?, ?it/s]

Mapping potential matches:  50%|█████     | 21/42 [00:00<00:00, 206.26it/s]
Mapping potential matches: 100%|██████████| 42/42 [00:00<00:00, 208.26it/s]
/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

100%|█████████▉| 3138/3150 [4:22:57<00:43,  3.61s/it]
100%|█████████▉| 3139/3150 [4:22:57<00:31,  2.85s/it]
100%|█████████▉| 3142/3150 [4:22:57<00:11,  1.46s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

100%|█████████▉| 3144/3150 [4:23:00<00:08,  1.37s/it]/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/read_and_validate_redu_from_github.py:30: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  uberon_ontology_table['Label'] = uberon_ontology_table['Label'].astype(str)

100%|█████████▉| 3146/3150 [4:23:02<00:05,  1.33s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_10[AB03_U_6]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_11[AB03_U_7]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_12[AB03_U_8]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_13[AB03_U_11]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_14[AB03_U_14]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_15[AB33_I_1]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_16[AB33_I_2]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_17[AB33_I_3]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_18[AB33_I_5]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_19[AB33_I_8]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_1[AB03_I_1]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_20[AB33_I_10]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_21[AB33_I_11]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_22[AB33_U_2]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_23[AB33_U_4]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_24[AB33_U_7]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_25[AB33_U_8]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_26[AB33_U_9]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_27[AB33_U_11]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_28[AB33_U_13]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_29[AB39_I_1]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_2[AB03_I_2]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_30[AB39_I_3]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_31[AB39_I_4]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_32[AB39_I_8]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_33[AB39_I_9]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_34[AB39_I_11]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_35[AB39_I_12]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_36[AB39_U_2]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_37[AB39_U_3]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_38[AB39_U_5]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_39[AB39_U_6]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_3[AB03_I_4]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_40[AB39_U_7]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_41[AB39_U_9]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_42[AB39_U_10]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_4[AB03_I_5]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_5[AB03_I_7]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_6[AB03_I_10]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_7[AB03_I_13]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_8[AB03_U_3]n.mzML
ST000353
Data
Neg
mzML
QE2_vyr_18_Kenworth_9[AB03_U_4]n.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_10[AB03_U_6]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_11[AB03_U_7]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_12[AB03_U_8]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_13[AB03_U_11]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_14[AB03_U_14]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_15[AB33_I_1]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_16[AB33_I_2]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_17[AB33_I_3]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_18[AB33_I_5]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_19[AB33_I_8]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_1[AB03_I_1]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_20[AB33_I_10]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_21[AB33_I_11]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_22[AB33_U_2]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_23[AB33_U_4]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_24[AB33_U_7]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_25[AB33_U_8]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_26[AB33_U_9]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_27[AB33_U_11]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_28[AB33_U_13]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_29[AB39_I_1]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_2[AB03_I_2]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_30[AB39_I_3]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_31[AB39_I_4]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_32[AB39_I_8]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_33[AB39_I_9]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_34[AB39_I_11]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_35[AB39_I_12]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_36[AB39_U_2]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_37[AB39_U_3]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_38[AB39_U_5]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_39[AB39_U_6]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_3[AB03_I_4]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_40[AB39_U_7]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_41[AB39_U_9]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_42[AB39_U_10]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_4[AB03_I_5]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_5[AB03_I_7]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_6[AB03_I_10]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_7[AB03_I_13]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_8[AB03_U_3]p.mzML
ST000353
Data
Pos
mzML
QE2_vyr_18_Kenworth_9[AB03_U_4]p.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 84 rows!
Extracted information for 84 samples.
Processing  ST002082
No raw data detected. Ignoring ST002082
Processing  ST003310
No raw data detected. Ignoring ST003310
Processing  ST002859
No raw data detected. Ignoring ST002859
Processing  ST001194
No raw data detected. Ignoring ST001194
Processing  ST001789
No raw data detected. Ignoring ST001789
Processing  ST002961
Initiating REDU-table generation for AN004862
Rest length is 7
raw file key found.
found filename_raw to filename_base match
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
NCBITaxonomy:
  : missing value
SubjectIdentifierAsRecorded:
  : missing value
UBERONBodyPartName:
  : missing value
20210624_AJU_Y1_Metabolomics
20210624_AJU_M1.mzML
20210624_AJU_Y1_Metabolomics
20210624_AJU_M2.mzML
20210624_AJU_Y1_Metabolomics
20210624_AJU_M3.mzML
20210624_AJU_Y1_Metabolomics
20210624_AJU_Y1.mzML
20210624_AJU_Y1_Metabolomics
20210624_AJU_Y2.mzML
20210624_AJU_Y1_Metabolomics
20210624_AJU_Y3.mzML
20210624_AJU_Y1_Metabolomics
blank_20210624.mzML
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 7 rows!
Extracted information for 7 samples.
Processing  ST000792
No raw data detected. Ignoring ST000792
Processing  ST001071
Initiating REDU-table generation for AN001753
Rest length is 32
no raw file key found.
raw file key found.
ENVOEnvironmentBiome: ADDED!
ENVOEnvironmentMaterial: ADDED!
SubjectIdentifierAsRecorded:
  : missing value
Amb_R1_T1.CDF
Amb_R1_T2.CDF
Amb_R2_T1.CDF
Amb_R3_T1.CDF
Amb_R3_T2.CDF
Amb_R4_T1.CDF
Amb_R4_T2.CDF
T_R1_T2.CDF
T_R2_T1.CDF
T_R2_T2.CDF
T_R3_T1.CDF
T_R3_T2.CDF
T_R4_T1.CDF
T_R4_T2.CDF
eC_R1_T1.CDF
eC_R1_T2.CDF
eC_R2_T1.CDF
eC_R2_T2.CDF
eC_R3_T1.CDF
eC_R3_T2.CDF
eC_R4_T1.CDF
eCeT_R1_T1.CDF
eCeT_R1_T2.CDF
eCeT_R2_T2.CDF
eCeT_R3_T1.CDF
eCeT_R3_T2.CDF
eCeT_R4_T1.CDF
eCeT_R4_T2.CDF
IGNORED:  negative_polarity_count
IGNORED:  positive_polarity_count
Number of rows removed due to not enough metadata: 0
Returning 28 rows!
Extracted information for 28 samples.
Processing  ST002673
No raw data detected. Ignoring ST002673
Processing  ST002359
Initiating REDU-table generation for AN003852
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]

Mapping potential matches:  75%|███████▌  | 27/36 [00:00<00:00, 267.50it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 266.95it/s]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Initiating REDU-table generation for AN003853
Rest length is 36
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..



Mapping potential matches:   0%|          | 0/36 [00:00<?, ?it/s]

Mapping potential matches:  72%|███████▏  | 26/36 [00:00<00:00, 253.74it/s]
Mapping potential matches: 100%|██████████| 36/36 [00:00<00:00, 246.43it/s]

100%|█████████▉| 3148/3150 [4:23:04<00:02,  1.17s/it]analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Processing  ST000030
No raw data detected. Ignoring ST000030
Processing  ST000138
Initiating REDU-table generation for AN000220
Rest length is 370
no raw file key found.
raw file key found.
use from match_df: filename_base_wo_extension
use from raw_file_name_df: filename_base_wo_extension
getting substring matches,..


Mapping potential matches:   0%|          | 0/370 [00:00<?, ?it/s]

Mapping potential matches:   1%|▏         | 5/370 [00:00<00:07, 49.61it/s]

Mapping potential matches:   3%|▎         | 11/370 [00:00<00:07, 49.91it/s]

Mapping potential matches:   4%|▍         | 16/370 [00:00<00:07, 49.91it/s]

Mapping potential matches:   6%|▌         | 22/370 [00:00<00:06, 50.19it/s]

Mapping potential matches:   8%|▊         | 28/370 [00:00<00:06, 50.31it/s]

Mapping potential matches:   9%|▉         | 34/370 [00:00<00:06, 50.15it/s]

Mapping potential matches:  11%|█         | 40/370 [00:00<00:06, 50.20it/s]

Mapping potential matches:  12%|█▏        | 46/370 [00:00<00:06, 50.21it/s]

Mapping potential matches:  14%|█▍        | 52/370 [00:01<00:06, 50.03it/s]

Mapping potential matches:  16%|█▌        | 58/370 [00:01<00:06, 49.98it/s]

Mapping potential matches:  17%|█▋        | 64/370 [00:01<00:06, 50.08it/s]

Mapping potential matches:  19%|█▉        | 70/370 [00:01<00:05, 50.14it/s]

Mapping potential matches:  21%|██        | 76/370 [00:01<00:05, 50.66it/s]

Mapping potential matches:  22%|██▏       | 82/370 [00:01<00:05, 50.52it/s]

Mapping potential matches:  24%|██▍       | 88/370 [00:01<00:05, 50.36it/s]

Mapping potential matches:  25%|██▌       | 94/370 [00:01<00:05, 50.43it/s]

Mapping potential matches:  27%|██▋       | 100/370 [00:01<00:05, 50.54it/s]

Mapping potential matches:  29%|██▊       | 106/370 [00:02<00:05, 50.53it/s]

Mapping potential matches:  30%|███       | 112/370 [00:02<00:05, 50.71it/s]

Mapping potential matches:  32%|███▏      | 118/370 [00:02<00:04, 51.08it/s]

Mapping potential matches:  34%|███▎      | 124/370 [00:02<00:04, 51.32it/s]

Mapping potential matches:  35%|███▌      | 130/370 [00:02<00:04, 51.51it/s]

Mapping potential matches:  37%|███▋      | 136/370 [00:02<00:04, 51.43it/s]

Mapping potential matches:  38%|███▊      | 142/370 [00:02<00:04, 51.19it/s]

Mapping potential matches:  40%|████      | 148/370 [00:02<00:04, 51.09it/s]

Mapping potential matches:  42%|████▏     | 154/370 [00:03<00:04, 50.99it/s]

Mapping potential matches:  43%|████▎     | 160/370 [00:03<00:04, 50.82it/s]

Mapping potential matches:  45%|████▍     | 166/370 [00:03<00:04, 50.71it/s]

Mapping potential matches:  46%|████▋     | 172/370 [00:03<00:03, 50.62it/s]

Mapping potential matches:  48%|████▊     | 178/370 [00:03<00:03, 50.38it/s]

Mapping potential matches:  50%|████▉     | 184/370 [00:03<00:03, 50.41it/s]

Mapping potential matches:  51%|█████▏    | 190/370 [00:03<00:03, 50.44it/s]

Mapping potential matches:  53%|█████▎    | 196/370 [00:03<00:03, 50.51it/s]

Mapping potential matches:  55%|█████▍    | 202/370 [00:03<00:03, 50.68it/s]

Mapping potential matches:  56%|█████▌    | 208/370 [00:04<00:03, 50.65it/s]

Mapping potential matches:  58%|█████▊    | 214/370 [00:04<00:03, 50.56it/s]

Mapping potential matches:  59%|█████▉    | 220/370 [00:04<00:02, 50.54it/s]

Mapping potential matches:  61%|██████    | 226/370 [00:04<00:02, 50.68it/s]

Mapping potential matches:  63%|██████▎   | 232/370 [00:04<00:02, 50.84it/s]

Mapping potential matches:  64%|██████▍   | 238/370 [00:04<00:02, 50.58it/s]

Mapping potential matches:  66%|██████▌   | 244/370 [00:04<00:02, 50.51it/s]

Mapping potential matches:  68%|██████▊   | 250/370 [00:04<00:02, 50.64it/s]

Mapping potential matches:  69%|██████▉   | 256/370 [00:05<00:02, 50.70it/s]

Mapping potential matches:  71%|███████   | 262/370 [00:05<00:02, 50.42it/s]

Mapping potential matches:  72%|███████▏  | 268/370 [00:05<00:02, 50.31it/s]

Mapping potential matches:  74%|███████▍  | 274/370 [00:05<00:01, 50.32it/s]

Mapping potential matches:  76%|███████▌  | 280/370 [00:05<00:01, 50.74it/s]

Mapping potential matches:  77%|███████▋  | 286/370 [00:05<00:01, 50.64it/s]

Mapping potential matches:  79%|███████▉  | 292/370 [00:05<00:01, 50.66it/s]

Mapping potential matches:  81%|████████  | 298/370 [00:05<00:01, 50.51it/s]

Mapping potential matches:  82%|████████▏ | 304/370 [00:06<00:01, 50.70it/s]

Mapping potential matches:  84%|████████▍ | 310/370 [00:06<00:01, 50.55it/s]

Mapping potential matches:  85%|████████▌ | 316/370 [00:06<00:01, 50.33it/s]

Mapping potential matches:  87%|████████▋ | 322/370 [00:06<00:00, 50.12it/s]

Mapping potential matches:  89%|████████▊ | 328/370 [00:06<00:00, 50.21it/s]

Mapping potential matches:  90%|█████████ | 334/370 [00:06<00:00, 50.33it/s]

Mapping potential matches:  92%|█████████▏| 340/370 [00:06<00:00, 50.24it/s]

Mapping potential matches:  94%|█████████▎| 346/370 [00:06<00:00, 50.20it/s]

Mapping potential matches:  95%|█████████▌| 352/370 [00:06<00:00, 50.20it/s]

Mapping potential matches:  97%|█████████▋| 358/370 [00:07<00:00, 50.26it/s]

Mapping potential matches:  98%|█████████▊| 364/370 [00:07<00:00, 50.40it/s]

Mapping potential matches: 100%|██████████| 370/370 [00:07<00:00, 50.57it/s]
Mapping potential matches: 100%|██████████| 370/370 [00:07<00:00, 50.52it/s]

100%|██████████| 3150/3150 [4:23:13<00:00,  2.16s/it]
100%|██████████| 3150/3150 [4:23:13<00:00,  5.01s/it]
analyzing contradictions,..
resolving contradictions,..
filtering contradictions,..
An error occurred in MWB_to_REDU_wrapper: No raw data could be associated with metadata. Stopping!
Traceback:
Traceback (most recent call last):
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 991, in MWB_to_REDU_wrapper
    df_outer_dict = create_dataframe_outer_dict(mwTab_json, rest_response, raw_file_name_df=raw_file_name_df, path_to_csvs=path_to_csvs, allowedTerm_dict=allowedTerm_dict, ontology_table=ontology_table)
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 681, in create_dataframe_outer_dict
    df_inner_SUBJECT_SAMPLE_FACTORS = create_dataframe_from_SUBJECT_SAMPLE_FACTORS(
  File "/app/workflows/PublicDataset_ReDU_Metadata_Workflow/bin/MWB_to_REDU.py", line 537, in create_dataframe_from_SUBJECT_SAMPLE_FACTORS
    raise ValueError("No raw data could be associated with metadata. Stopping!")
ValueError: No raw data could be associated with metadata. Stopping!

Output files written to working directory